Task 10000580
| Name | ParityModified-1639948690-2942-0_0 |
| Workunit | 7379489 |
| Created | 19 Dec 2021, 21:18:15 UTC |
| Sent | 27 Dec 2021, 0:40:20 UTC |
| Report deadline | 4 Jan 2022, 0:40:20 UTC |
| Received | 27 Dec 2021, 6:04:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16924 |
| Run time | 2 hours 16 min 45 sec |
| CPU time | 2 hours 14 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,786.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3:47 main:574] : INFO : Epoch 1542 | loss: 0.0311487 | val_loss: 0.0311929 | Time: 4002.28 ms [2021-12-27 06:33:51 main:574] : INFO : Epoch 1543 | loss: 0.0311456 | val_loss: 0.0311983 | Time: 3995.34 ms [2021-12-27 06:33:55 main:574] : INFO : Epoch 1544 | loss: 0.0311516 | val_loss: 0.0312004 | Time: 4008.98 ms [2021-12-27 06:33:59 main:574] : INFO : Epoch 1545 | loss: 0.0311508 | val_loss: 0.0311931 | Time: 3995.41 ms [2021-12-27 06:34:03 main:574] : INFO : Epoch 1546 | loss: 0.0311474 | val_loss: 0.0311964 | Time: 3992.07 ms [2021-12-27 06:34:07 main:574] : INFO : Epoch 1547 | loss: 0.0311478 | val_loss: 0.0311878 | Time: 3999.72 ms [2021-12-27 06:34:11 main:574] : INFO : Epoch 1548 | loss: 0.031147 | val_loss: 0.0311954 | Time: 3985.61 ms [2021-12-27 06:34:15 main:574] : INFO : Epoch 1549 | loss: 0.0311483 | val_loss: 0.0311885 | Time: 4011.22 ms [2021-12-27 06:34:19 main:574] : INFO : Epoch 1550 | loss: 0.0311511 | val_loss: 0.0311936 | Time: 3994.7 ms [2021-12-27 06:34:23 main:574] : INFO : Epoch 1551 | loss: 0.0311504 | val_loss: 0.0311939 | Time: 3984.58 ms [2021-12-27 06:34:27 main:574] : INFO : Epoch 1552 | loss: 0.0311471 | val_loss: 0.0311926 | Time: 3990.01 ms [2021-12-27 06:34:31 main:574] : INFO : Epoch 1553 | loss: 0.0311517 | val_loss: 0.0311969 | Time: 4007.45 ms [2021-12-27 06:34:35 main:574] : INFO : Epoch 1554 | loss: 0.0311535 | val_loss: 0.0311952 | Time: 4010.16 ms [2021-12-27 06:34:39 main:574] : INFO : Epoch 1555 | loss: 0.0311447 | val_loss: 0.0311889 | Time: 3997.96 ms [2021-12-27 06:34:43 main:574] : INFO : Epoch 1556 | loss: 0.0311435 | val_loss: 0.031201 | Time: 4000.25 ms [2021-12-27 06:34:47 main:574] : INFO : Epoch 1557 | loss: 0.0311421 | val_loss: 0.0311916 | Time: 3987.66 ms [2021-12-27 06:34:51 main:574] : INFO : Epoch 1558 | loss: 0.0311463 | val_loss: 0.0312002 | Time: 4031.58 ms [2021-12-27 06:34:55 main:574] : INFO : Epoch 1559 | loss: 0.0311494 | val_loss: 0.031191 | Time: 3995.46 ms [2021-12-27 06:34:59 main:574] : INFO : Epoch 1560 | loss: 0.0311516 | val_loss: 0.031193 | Time: 4007.85 ms [2021-12-27 06:35:03 main:574] : INFO : Epoch 1561 | loss: 0.0311502 | val_loss: 0.0311967 | Time: 3995.8 ms [2021-12-27 06:35:07 main:574] : INFO : Epoch 1562 | loss: 0.0311465 | val_loss: 0.0311977 | Time: 3993.31 ms [2021-12-27 06:35:11 main:574] : INFO : Epoch 1563 | loss: 0.0311504 | val_loss: 0.0311897 | Time: 3995.85 ms [2021-12-27 06:35:15 main:574] : INFO : Epoch 1564 | loss: 0.0311419 | val_loss: 0.0311953 | Time: 3987.99 ms [2021-12-27 06:35:19 main:574] : INFO : Epoch 1565 | loss: 0.03114 | val_loss: 0.0311948 | Time: 4011.14 ms [2021-12-27 06:35:23 main:574] : INFO : Epoch 1566 | loss: 0.0311408 | val_loss: 0.0311943 | Time: 3992.2 ms [2021-12-27 06:35:27 main:574] : INFO : Epoch 1567 | loss: 0.0311395 | val_loss: 0.0312056 | Time: 3988.09 ms [2021-12-27 06:35:31 main:574] : INFO : Epoch 1568 | loss: 0.0311447 | val_loss: 0.031217 | Time: 3993.35 ms [2021-12-27 06:35:35 main:574] : INFO : Epoch 1569 | loss: 0.0311463 | val_loss: 0.0311991 | Time: 3994.82 ms [2021-12-27 06:35:39 main:574] : INFO : Epoch 1570 | loss: 0.0311404 | val_loss: 0.0311863 | Time: 4004.57 ms [2021-12-27 06:35:43 main:574] : INFO : Epoch 1571 | loss: 0.0311414 | val_loss: 0.0311979 | Time: 3997.21 ms [2021-12-27 06:35:47 main:574] : INFO : Epoch 1572 | loss: 0.0311425 | val_loss: 0.031195 | Time: 3993.09 ms [2021-12-27 06:35:51 main:574] : INFO : Epoch 1573 | loss: 0.031147 | val_loss: 0.0311897 | Time: 4019.73 ms [2021-12-27 06:35:55 main:574] : INFO : Epoch 1574 | loss: 0.0311461 | val_loss: 0.0311879 | Time: 3999.19 ms [2021-12-27 06:35:59 main:574] : INFO : Epoch 1575 | loss: 0.0311475 | val_loss: 0.031195 | Time: 4001.27 ms [2021-12-27 06:36:03 main:574] : INFO : Epoch 1576 | loss: 0.0311456 | val_loss: 0.0311906 | Time: 4006.93 ms [2021-12-27 06:36:07 main:574] : INFO : Epoch 1577 | loss: 0.0311428 | val_loss: 0.0311875 | Time: 3983.31 ms [2021-12-27 06:36:11 main:574] : INFO : Epoch 1578 | loss: 0.0311411 | val_loss: 0.0311992 | Time: 3996.7 ms [2021-12-27 06:36:15 main:574] : INFO : Epoch 1579 | loss: 0.0311379 | val_loss: 0.0311932 | Time: 3998.29 ms [2021-12-27 06:36:19 main:574] : INFO : Epoch 1580 | loss: 0.0311395 | val_loss: 0.0311933 | Time: 4009.92 ms [2021-12-27 06:36:23 main:574] : INFO : Epoch 1581 | loss: 0.0311351 | val_loss: 0.0311954 | Time: 3997.28 ms [2021-12-27 06:36:27 main:574] : INFO : Epoch 1582 | loss: 0.0311355 | val_loss: 0.0312118 | Time: 3987.92 ms [2021-12-27 06:36:31 main:574] : INFO : Epoch 1583 | loss: 0.0311452 | val_loss: 0.0311943 | Time: 3988.13 ms [2021-12-27 06:36:35 main:574] : INFO : Epoch 1584 | loss: 0.0311427 | val_loss: 0.0312099 | Time: 4003.02 ms [2021-12-27 06:36:39 main:574] : INFO : Epoch 1585 | loss: 0.0311414 | val_loss: 0.0311948 | Time: 4000.21 ms [2021-12-27 06:36:43 main:574] : INFO : Epoch 1586 | loss: 0.0311455 | val_loss: 0.0311982 | Time: 3998.76 ms [2021-12-27 06:36:47 main:574] : INFO : Epoch 1587 | loss: 0.0311396 | val_loss: 0.0312062 | Time: 4002.42 ms [2021-12-27 06:36:51 main:574] : INFO : Epoch 1588 | loss: 0.0311355 | val_loss: 0.0312009 | Time: 3990.66 ms [2021-12-27 06:36:55 main:574] : INFO : Epoch 1589 | loss: 0.0311387 | val_loss: 0.031194 | Time: 3990.76 ms [2021-12-27 06:36:59 main:574] : INFO : Epoch 1590 | loss: 0.0311389 | val_loss: 0.0311916 | Time: 3988.47 ms [2021-12-27 06:37:03 main:574] : INFO : Epoch 1591 | loss: 0.0311396 | val_loss: 0.0311907 | Time: 4003.45 ms [2021-12-27 06:37:07 main:574] : INFO : Epoch 1592 | loss: 0.0311403 | val_loss: 0.0312087 | Time: 4003.34 ms [2021-12-27 06:37:11 main:574] : INFO : Epoch 1593 | loss: 0.0311365 | val_loss: 0.0312023 | Time: 3999.72 ms [2021-12-27 06:37:15 main:574] : INFO : Epoch 1594 | loss: 0.0311383 | val_loss: 0.0312027 | Time: 3984.71 ms [2021-12-27 06:37:19 main:574] : INFO : Epoch 1595 | loss: 0.0311423 | val_loss: 0.0312013 | Time: 3988.86 ms [2021-12-27 06:37:23 main:574] : INFO : Epoch 1596 | loss: 0.031144 | val_loss: 0.0311922 | Time: 4000.16 ms [2021-12-27 06:37:27 main:574] : INFO : Epoch 1597 | loss: 0.0311426 | val_loss: 0.0311955 | Time: 3992.91 ms [2021-12-27 06:37:31 main:574] : INFO : Epoch 1598 | loss: 0.03114 | val_loss: 0.0311952 | Time: 4001.7 ms [2021-12-27 06:37:35 main:574] : INFO : Epoch 1599 | loss: 0.0311416 | val_loss: 0.031189 | Time: 3987.54 ms [2021-12-27 06:37:39 main:574] : INFO : Epoch 1600 | loss: 0.0311532 | val_loss: 0.0311854 | Time: 3992.3 ms [2021-12-27 06:37:43 main:574] : INFO : Epoch 1601 | loss: 0.0311501 | val_loss: 0.0311927 | Time: 4005.63 ms [2021-12-27 06:37:47 main:574] : INFO : Epoch 1602 | loss: 0.0311426 | val_loss: 0.0311951 | Time: 3997.29 ms [2021-12-27 06:37:51 main:574] : INFO : Epoch 1603 | loss: 0.0311374 | val_loss: 0.0311944 | Time: 4001.63 ms [2021-12-27 06:37:55 main:574] : INFO : Epoch 1604 | loss: 0.0311346 | val_loss: 0.031199 | Time: 3987.97 ms [2021-12-27 06:37:59 main:574] : INFO : Epoch 1605 | loss: 0.0311394 | val_loss: 0.0311999 | Time: 3990.58 ms [2021-12-27 06:38:03 main:574] : INFO : Epoch 1606 | loss: 0.0311336 | val_loss: 0.0311989 | Time: 3998.72 ms [2021-12-27 06:38:07 main:574] : INFO : Epoch 1607 | loss: 0.0311326 | val_loss: 0.0311968 | Time: 3994.53 ms [2021-12-27 06:38:11 main:574] : INFO : Epoch 1608 | loss: 0.0311326 | val_loss: 0.0311968 | Time: 4006.06 ms [2021-12-27 06:38:15 main:574] : INFO : Epoch 1609 | loss: 0.0311358 | val_loss: 0.0311941 | Time: 4001.28 ms [2021-12-27 06:38:19 main:574] : INFO : Epoch 1610 | loss: 0.0311412 | val_loss: 0.0311972 | Time: 3980.29 ms [2021-12-27 06:38:23 main:574] : INFO : Epoch 1611 | loss: 0.0311416 | val_loss: 0.031189 | Time: 3989.49 ms [2021-12-27 06:38:27 main:574] : INFO : Epoch 1612 | loss: 0.031144 | val_loss: 0.0311983 | Time: 3981.94 ms [2021-12-27 06:38:31 main:574] : INFO : Epoch 1613 | loss: 0.0311376 | val_loss: 0.0311976 | Time: 3991.77 ms [2021-12-27 06:38:35 main:574] : INFO : Epoch 1614 | loss: 0.0311343 | val_loss: 0.0311965 | Time: 4004.7 ms [2021-12-27 06:38:39 main:574] : INFO : Epoch 1615 | loss: 0.0311315 | val_loss: 0.0311904 | Time: 4008.48 ms [2021-12-27 06:38:43 main:574] : INFO : Epoch 1616 | loss: 0.0311322 | val_loss: 0.0311969 | Time: 4004.01 ms [2021-12-27 06:38:47 main:574] : INFO : Epoch 1617 | loss: 0.0311364 | val_loss: 0.0311966 | Time: 4003.92 ms [2021-12-27 06:38:51 main:574] : INFO : Epoch 1618 | loss: 0.0311358 | val_loss: 0.0312062 | Time: 3996.08 ms [2021-12-27 06:38:55 main:574] : INFO : Epoch 1619 | loss: 0.0311376 | val_loss: 0.0311971 | Time: 3987.58 ms [2021-12-27 06:38:59 main:574] : INFO : Epoch 1620 | loss: 0.031139 | val_loss: 0.0312024 | Time: 3989.01 ms [2021-12-27 06:39:03 main:574] : INFO : Epoch 1621 | loss: 0.0311349 | val_loss: 0.0311927 | Time: 3990.17 ms [2021-12-27 06:39:07 main:574] : INFO : Epoch 1622 | loss: 0.0311318 | val_loss: 0.0311981 | Time: 4041.97 ms [2021-12-27 06:39:11 main:574] : INFO : Epoch 1623 | loss: 0.0311388 | val_loss: 0.0312004 | Time: 3994.89 ms [2021-12-27 06:39:15 main:574] : INFO : Epoch 1624 | loss: 0.0311332 | val_loss: 0.0311957 | Time: 4002.67 ms [2021-12-27 06:39:19 main:574] : INFO : Epoch 1625 | loss: 0.0311345 | val_loss: 0.0311927 | Time: 3984.28 ms [2021-12-27 06:39:23 main:574] : INFO : Epoch 1626 | loss: 0.0311347 | val_loss: 0.0312008 | Time: 3996 ms [2021-12-27 06:39:27 main:574] : INFO : Epoch 1627 | loss: 0.0311345 | val_loss: 0.0311954 | Time: 4003.92 ms [2021-12-27 06:39:31 main:574] : INFO : Epoch 1628 | loss: 0.0311341 | val_loss: 0.0311931 | Time: 3982.24 ms [2021-12-27 06:39:35 main:574] : INFO : Epoch 1629 | loss: 0.0311326 | val_loss: 0.0311934 | Time: 3994.97 ms [2021-12-27 06:39:39 main:574] : INFO : Epoch 1630 | loss: 0.0311348 | val_loss: 0.0311955 | Time: 3998.89 ms [2021-12-27 06:39:43 main:574] : INFO : Epoch 1631 | loss: 0.0311423 | val_loss: 0.0311977 | Time: 4001.76 ms [2021-12-27 06:39:47 main:574] : INFO : Epoch 1632 | loss: 0.0311372 | val_loss: 0.0312333 | Time: 3992.18 ms [2021-12-27 06:39:51 main:574] : INFO : Epoch 1633 | loss: 0.0311407 | val_loss: 0.0312061 | Time: 4013.02 ms [2021-12-27 06:39:55 main:574] : INFO : Epoch 1634 | loss: 0.0311389 | val_loss: 0.0312068 | Time: 3985.5 ms [2021-12-27 06:39:59 main:574] : INFO : Epoch 1635 | loss: 0.0311427 | val_loss: 0.0312009 | Time: 3986.6 ms [2021-12-27 06:40:03 main:574] : INFO : Epoch 1636 | loss: 0.0311376 | val_loss: 0.0312079 | Time: 4006.66 ms [2021-12-27 06:40:07 main:574] : INFO : Epoch 1637 | loss: 0.0311366 | val_loss: 0.0311876 | Time: 3994.75 ms [2021-12-27 06:40:11 main:574] : INFO : Epoch 1638 | loss: 0.0311331 | val_loss: 0.0311996 | Time: 3994.41 ms [2021-12-27 06:40:15 main:574] : INFO : Epoch 1639 | loss: 0.0311284 | val_loss: 0.031212 | Time: 3996.01 ms [2021-12-27 06:40:19 main:574] : INFO : Epoch 1640 | loss: 0.031129 | val_loss: 0.0311967 | Time: 4001.3 ms [2021-12-27 06:40:23 main:574] : INFO : Epoch 1641 | loss: 0.0311347 | val_loss: 0.0312168 | Time: 3987.36 ms [2021-12-27 06:40:27 main:574] : INFO : Epoch 1642 | loss: 0.0311364 | val_loss: 0.0311897 | Time: 3996.5 ms [2021-12-27 06:40:31 main:574] : INFO : Epoch 1643 | loss: 0.0311424 | val_loss: 0.0311932 | Time: 3987.63 ms [2021-12-27 06:40:35 main:574] : INFO : Epoch 1644 | loss: 0.0311345 | val_loss: 0.031198 | Time: 4005.37 ms [2021-12-27 06:40:39 main:574] : INFO : Epoch 1645 | loss: 0.0311369 | val_loss: 0.0312003 | Time: 3982.76 ms [2021-12-27 06:40:43 main:574] : INFO : Epoch 1646 | loss: 0.0311419 | val_loss: 0.0312089 | Time: 4004.44 ms [2021-12-27 06:40:47 main:574] : INFO : Epoch 1647 | loss: 0.0311322 | val_loss: 0.0311904 | Time: 3980.99 ms [2021-12-27 06:40:51 main:574] : INFO : Epoch 1648 | loss: 0.0311343 | val_loss: 0.0311948 | Time: 3991.94 ms [2021-12-27 06:40:55 main:574] : INFO : Epoch 1649 | loss: 0.0311389 | val_loss: 0.0311999 | Time: 4004.79 ms [2021-12-27 06:40:59 main:574] : INFO : Epoch 1650 | loss: 0.0311364 | val_loss: 0.0311931 | Time: 4005.17 ms [2021-12-27 06:41:03 main:574] : INFO : Epoch 1651 | loss: 0.0311325 | val_loss: 0.0311939 | Time: 3998.32 ms [2021-12-27 06:41:07 main:574] : INFO : Epoch 1652 | loss: 0.0311335 | val_loss: 0.0311986 | Time: 3990.01 ms [2021-12-27 06:41:11 main:574] : INFO : Epoch 1653 | loss: 0.0311325 | val_loss: 0.0311995 | Time: 3983.86 ms [2021-12-27 06:41:15 main:574] : INFO : Epoch 1654 | loss: 0.0311301 | val_loss: 0.0311983 | Time: 3996.31 ms [2021-12-27 06:41:19 main:574] : INFO : Epoch 1655 | loss: 0.0311312 | val_loss: 0.0311982 | Time: 4000.65 ms [2021-12-27 06:41:23 main:574] : INFO : Epoch 1656 | loss: 0.0311285 | val_loss: 0.031198 | Time: 3977.08 ms [2021-12-27 06:41:27 main:574] : INFO : Epoch 1657 | loss: 0.0311286 | val_loss: 0.0312036 | Time: 3988.15 ms [2021-12-27 06:41:31 main:574] : INFO : Epoch 1658 | loss: 0.0311334 | val_loss: 0.0312024 | Time: 4009.16 ms [2021-12-27 06:41:35 main:574] : INFO : Epoch 1659 | loss: 0.0311315 | val_loss: 0.0311999 | Time: 3996.98 ms [2021-12-27 06:41:39 main:574] : INFO : Epoch 1660 | loss: 0.0311292 | val_loss: 0.0311999 | Time: 3998.82 ms [2021-12-27 06:41:43 main:574] : INFO : Epoch 1661 | loss: 0.0311344 | val_loss: 0.0311917 | Time: 3990.23 ms [2021-12-27 06:41:47 main:574] : INFO : Epoch 1662 | loss: 0.031138 | val_loss: 0.0312173 | Time: 3992.79 ms [2021-12-27 06:41:51 main:574] : INFO : Epoch 1663 | loss: 0.0311335 | val_loss: 0.0312046 | Time: 3994.64 ms [2021-12-27 06:41:55 main:574] : INFO : Epoch 1664 | loss: 0.0311335 | val_loss: 0.0312018 | Time: 3995.58 ms [2021-12-27 06:41:59 main:574] : INFO : Epoch 1665 | loss: 0.0311296 | val_loss: 0.0311975 | Time: 4000.63 ms [2021-12-27 06:42:03 main:574] : INFO : Epoch 1666 | loss: 0.0311283 | val_loss: 0.0312081 | Time: 3992.68 ms [2021-12-27 06:42:07 main:574] : INFO : Epoch 1667 | loss: 0.03114 | val_loss: 0.0311941 | Time: 4005.66 ms [2021-12-27 06:42:11 main:574] : INFO : Epoch 1668 | loss: 0.0311421 | val_loss: 0.0311986 | Time: 3988.52 ms [2021-12-27 06:42:15 main:574] : INFO : Epoch 1669 | loss: 0.0311365 | val_loss: 0.0312 | Time: 3990.06 ms [2021-12-27 06:42:19 main:574] : INFO : Epoch 1670 | loss: 0.031138 | val_loss: 0.031192 | Time: 3994.33 ms [2021-12-27 06:42:23 main:574] : INFO : Epoch 1671 | loss: 0.0311306 | val_loss: 0.0312053 | Time: 3992.15 ms [2021-12-27 06:42:27 main:574] : INFO : Epoch 1672 | loss: 0.0311302 | val_loss: 0.0311985 | Time: 4009.74 ms [2021-12-27 06:42:31 main:574] : INFO : Epoch 1673 | loss: 0.0311274 | val_loss: 0.0312001 | Time: 3997.21 ms [2021-12-27 06:42:35 main:574] : INFO : Epoch 1674 | loss: 0.0311275 | val_loss: 0.031198 | Time: 3982.04 ms [2021-12-27 06:42:39 main:574] : INFO : Epoch 1675 | loss: 0.031127 | val_loss: 0.0312076 | Time: 4005.66 ms [2021-12-27 06:42:43 main:574] : INFO : Epoch 1676 | loss: 0.0311266 | val_loss: 0.031192 | Time: 3992.45 ms [2021-12-27 06:42:47 main:574] : INFO : Epoch 1677 | loss: 0.0311238 | val_loss: 0.0312127 | Time: 3980.37 ms [2021-12-27 06:42:51 main:574] : INFO : Epoch 1678 | loss: 0.0311285 | val_loss: 0.0311974 | Time: 3990.4 ms [2021-12-27 06:42:55 main:574] : INFO : Epoch 1679 | loss: 0.0311278 | val_loss: 0.0311967 | Time: 3998.87 ms [2021-12-27 06:42:59 main:574] : INFO : Epoch 1680 | loss: 0.0311255 | val_loss: 0.0312012 | Time: 3995.78 ms [2021-12-27 06:43:03 main:574] : INFO : Epoch 1681 | loss: 0.0311327 | val_loss: 0.0312019 | Time: 3992.2 ms [2021-12-27 06:43:07 main:574] : INFO : Epoch 1682 | loss: 0.0311295 | val_loss: 0.0312119 | Time: 3991.59 ms [2021-12-27 06:43:11 main:574] : INFO : Epoch 1683 | loss: 0.0311253 | val_loss: 0.0311962 | Time: 4004.06 ms [2021-12-27 06:43:15 main:574] : INFO : Epoch 1684 | loss: 0.0311298 | val_loss: 0.0312035 | Time: 3986.95 ms [2021-12-27 06:43:19 main:574] : INFO : Epoch 1685 | loss: 0.0311299 | val_loss: 0.0311984 | Time: 3995.35 ms [2021-12-27 06:43:23 main:574] : INFO : Epoch 1686 | loss: 0.0311346 | val_loss: 0.0311908 | Time: 3990.1 ms [2021-12-27 06:43:27 main:574] : INFO : Epoch 1687 | loss: 0.0311342 | val_loss: 0.0312104 | Time: 4011.98 ms [2021-12-27 06:43:31 main:574] : INFO : Epoch 1688 | loss: 0.031126 | val_loss: 0.0312087 | Time: 3995.73 ms [2021-12-27 06:43:35 main:574] : INFO : Epoch 1689 | loss: 0.0311255 | val_loss: 0.0312034 | Time: 3984.04 ms [2021-12-27 06:43:39 main:574] : INFO : Epoch 1690 | loss: 0.0311234 | val_loss: 0.0312065 | Time: 3976.96 ms [2021-12-27 06:43:43 main:574] : INFO : Epoch 1691 | loss: 0.0311346 | val_loss: 0.0312072 | Time: 3998.42 ms [2021-12-27 06:43:47 main:574] : INFO : Epoch 1692 | loss: 0.031134 | val_loss: 0.0311951 | Time: 3994.39 ms [2021-12-27 06:43:51 main:574] : INFO : Epoch 1693 | loss: 0.0311263 | val_loss: 0.0311994 | Time: 3991.85 ms [2021-12-27 06:43:55 main:574] : INFO : Epoch 1694 | loss: 0.0311241 | val_loss: 0.0312202 | Time: 3990 ms [2021-12-27 06:43:59 main:574] : INFO : Epoch 1695 | loss: 0.0311239 | val_loss: 0.031202 | Time: 3996.91 ms [2021-12-27 06:44:03 main:574] : INFO : Epoch 1696 | loss: 0.0311232 | val_loss: 0.0312011 | Time: 3994.5 ms [2021-12-27 06:44:07 main:574] : INFO : Epoch 1697 | loss: 0.0311219 | val_loss: 0.0312046 | Time: 3998.04 ms [2021-12-27 06:44:11 main:574] : INFO : Epoch 1698 | loss: 0.0311234 | val_loss: 0.0312057 | Time: 3993.41 ms [2021-12-27 06:44:15 main:574] : INFO : Epoch 1699 | loss: 0.0311379 | val_loss: 0.0311945 | Time: 3989.23 ms [2021-12-27 06:44:19 main:574] : INFO : Epoch 1700 | loss: 0.0311353 | val_loss: 0.0312106 | Time: 3989.38 ms [2021-12-27 06:44:23 main:574] : INFO : Epoch 1701 | loss: 0.0311238 | val_loss: 0.031211 | Time: 4011.31 ms [2021-12-27 06:44:27 main:574] : INFO : Epoch 1702 | loss: 0.031124 | val_loss: 0.0312098 | Time: 3995.9 ms [2021-12-27 06:44:31 main:574] : INFO : Epoch 1703 | loss: 0.0311288 | val_loss: 0.031201 | Time: 3989.52 ms [2021-12-27 06:44:35 main:574] : INFO : Epoch 1704 | loss: 0.0311341 | val_loss: 0.0311949 | Time: 3995.4 ms [2021-12-27 06:44:39 main:574] : INFO : Epoch 1705 | loss: 0.0311316 | val_loss: 0.0312083 | Time: 3992.97 ms [2021-12-27 06:44:43 main:574] : INFO : Epoch 1706 | loss: 0.0311385 | val_loss: 0.0312068 | Time: 3993.16 ms [2021-12-27 06:44:47 main:574] : INFO : Epoch 1707 | loss: 0.0311386 | val_loss: 0.0311959 | Time: 3988.92 ms [2021-12-27 06:44:51 main:574] : INFO : Epoch 1708 | loss: 0.0311295 | val_loss: 0.0311979 | Time: 4006.82 ms [2021-12-27 06:44:55 main:574] : INFO : Epoch 1709 | loss: 0.0311291 | val_loss: 0.0311968 | Time: 4006.64 ms [2021-12-27 06:44:59 main:574] : INFO : Epoch 1710 | loss: 0.0311278 | val_loss: 0.0312044 | Time: 3981.06 ms [2021-12-27 06:45:03 main:574] : INFO : Epoch 1711 | loss: 0.0311206 | val_loss: 0.0312065 | Time: 4004.51 ms [2021-12-27 06:45:07 main:574] : INFO : Epoch 1712 | loss: 0.0311244 | val_loss: 0.031202 | Time: 3993.58 ms [2021-12-27 06:45:11 main:574] : INFO : Epoch 1713 | loss: 0.0311214 | val_loss: 0.0312211 | Time: 3993.36 ms [2021-12-27 06:45:15 main:574] : INFO : Epoch 1714 | loss: 0.0311222 | val_loss: 0.0312032 | Time: 3988.56 ms [2021-12-27 06:45:19 main:574] : INFO : Epoch 1715 | loss: 0.0311191 | val_loss: 0.031195 | Time: 4006.36 ms [2021-12-27 06:45:23 main:574] : INFO : Epoch 1716 | loss: 0.0311244 | val_loss: 0.0312055 | Time: 3989.92 ms [2021-12-27 06:45:27 main:574] : INFO : Epoch 1717 | loss: 0.0311239 | val_loss: 0.0312132 | Time: 3990.08 ms [2021-12-27 06:45:31 main:574] : INFO : Epoch 1718 | loss: 0.0311231 | val_loss: 0.0311983 | Time: 3993.13 ms [2021-12-27 06:45:35 main:574] : INFO : Epoch 1719 | loss: 0.0311318 | val_loss: 0.0312218 | Time: 3997.36 ms [2021-12-27 06:45:39 main:574] : INFO : Epoch 1720 | loss: 0.0311353 | val_loss: 0.0311969 | Time: 3988.5 ms [2021-12-27 06:45:43 main:574] : INFO : Epoch 1721 | loss: 0.0311274 | val_loss: 0.0312078 | Time: 3988.13 ms [2021-12-27 06:45:47 main:574] : INFO : Epoch 1722 | loss: 0.0311225 | val_loss: 0.0311994 | Time: 4001.5 ms [2021-12-27 06:45:51 main:574] : INFO : Epoch 1723 | loss: 0.0311229 | val_loss: 0.0312001 | Time: 3999.3 ms [2021-12-27 06:45:55 main:574] : INFO : Epoch 1724 | loss: 0.0311278 | val_loss: 0.0312097 | Time: 3996.96 ms [2021-12-27 06:45:59 main:574] : INFO : Epoch 1725 | loss: 0.031126 | val_loss: 0.0312058 | Time: 3986.47 ms [2021-12-27 06:46:03 main:574] : INFO : Epoch 1726 | loss: 0.0311303 | val_loss: 0.0312062 | Time: 3990.15 ms [2021-12-27 06:46:07 main:574] : INFO : Epoch 1727 | loss: 0.0311248 | val_loss: 0.031197 | Time: 3997.86 ms [2021-12-27 06:46:11 main:574] : INFO : Epoch 1728 | loss: 0.0311282 | val_loss: 0.0312068 | Time: 3996.35 ms [2021-12-27 06:46:15 main:574] : INFO : Epoch 1729 | loss: 0.0311282 | val_loss: 0.0312012 | Time: 4005.72 ms [2021-12-27 06:46:19 main:574] : INFO : Epoch 1730 | loss: 0.0311269 | val_loss: 0.0312063 | Time: 3983.35 ms [2021-12-27 06:46:23 main:574] : INFO : Epoch 1731 | loss: 0.0311249 | val_loss: 0.0311959 | Time: 3992.18 ms [2021-12-27 06:46:27 main:574] : INFO : Epoch 1732 | loss: 0.0311237 | val_loss: 0.0312106 | Time: 3983.96 ms [2021-12-27 06:46:31 main:574] : INFO : Epoch 1733 | loss: 0.0311182 | val_loss: 0.0312048 | Time: 3988.75 ms [2021-12-27 06:46:35 main:574] : INFO : Epoch 1734 | loss: 0.0311271 | val_loss: 0.0311991 | Time: 3998.12 ms [2021-12-27 06:46:39 main:574] : INFO : Epoch 1735 | loss: 0.0311392 | val_loss: 0.0312126 | Time: 3997.51 ms [2021-12-27 06:46:43 main:574] : INFO : Epoch 1736 | loss: 0.0311344 | val_loss: 0.0311943 | Time: 3978.41 ms [2021-12-27 06:46:47 main:574] : INFO : Epoch 1737 | loss: 0.0311276 | val_loss: 0.0311938 | Time: 3994.67 ms [2021-12-27 06:46:51 main:574] : INFO : Epoch 1738 | loss: 0.0311179 | val_loss: 0.0312126 | Time: 4000.27 ms [2021-12-27 06:46:55 main:574] : INFO : Epoch 1739 | loss: 0.0311177 | val_loss: 0.0312092 | Time: 3991.43 ms [2021-12-27 06:46:59 main:574] : INFO : Epoch 1740 | loss: 0.0311223 | val_loss: 0.0312055 | Time: 3997.06 ms [2021-12-27 06:47:03 main:574] : INFO : Epoch 1741 | loss: 0.0311444 | val_loss: 0.0312068 | Time: 3995.21 ms [2021-12-27 06:47:07 main:574] : INFO : Epoch 1742 | loss: 0.0311288 | val_loss: 0.0312001 | Time: 3974.99 ms [2021-12-27 06:47:11 main:574] : INFO : Epoch 1743 | loss: 0.0311229 | val_loss: 0.0312204 | Time: 3994.79 ms [2021-12-27 06:47:15 main:574] : INFO : Epoch 1744 | loss: 0.031128 | val_loss: 0.0312025 | Time: 4014.17 ms [2021-12-27 06:47:19 main:574] : INFO : Epoch 1745 | loss: 0.0311187 | val_loss: 0.0311991 | Time: 3989.03 ms [2021-12-27 06:47:23 main:574] : INFO : Epoch 1746 | loss: 0.0311185 | val_loss: 0.0312047 | Time: 3992.08 ms [2021-12-27 06:47:27 main:574] : INFO : Epoch 1747 | loss: 0.0311219 | val_loss: 0.0312097 | Time: 4001.88 ms [2021-12-27 06:47:31 main:574] : INFO : Epoch 1748 | loss: 0.0311201 | val_loss: 0.0311996 | Time: 3998.36 ms [2021-12-27 06:47:35 main:574] : INFO : Epoch 1749 | loss: 0.0311232 | val_loss: 0.0312084 | Time: 3991.24 ms [2021-12-27 06:47:39 main:574] : INFO : Epoch 1750 | loss: 0.0311358 | val_loss: 0.0312036 | Time: 3987.81 ms [2021-12-27 06:47:43 main:574] : INFO : Epoch 1751 | loss: 0.0311448 | val_loss: 0.0312069 | Time: 3998.65 ms [2021-12-27 06:47:47 main:574] : INFO : Epoch 1752 | loss: 0.0311346 | val_loss: 0.0311924 | Time: 3987.63 ms [2021-12-27 06:47:51 main:574] : INFO : Epoch 1753 | loss: 0.0311267 | val_loss: 0.0312127 | Time: 3997.46 ms [2021-12-27 06:47:55 main:574] : INFO : Epoch 1754 | loss: 0.0311244 | val_loss: 0.0311968 | Time: 4002.64 ms [2021-12-27 06:47:59 main:574] : INFO : Epoch 1755 | loss: 0.031128 | val_loss: 0.0312056 | Time: 4000.4 ms [2021-12-27 06:48:03 main:574] : INFO : Epoch 1756 | loss: 0.031127 | val_loss: 0.0312104 | Time: 3984.99 ms [2021-12-27 06:48:07 main:574] : INFO : Epoch 1757 | loss: 0.0311331 | val_loss: 0.0311977 | Time: 4006.13 ms [2021-12-27 06:48:11 main:574] : INFO : Epoch 1758 | loss: 0.0311291 | val_loss: 0.0312031 | Time: 4000.31 ms [2021-12-27 06:48:15 main:574] : INFO : Epoch 1759 | loss: 0.0311224 | val_loss: 0.0312052 | Time: 4002 ms [2021-12-27 06:48:19 main:574] : INFO : Epoch 1760 | loss: 0.0311284 | val_loss: 0.0312092 | Time: 3987.49 ms [2021-12-27 06:48:23 main:574] : INFO : Epoch 1761 | loss: 0.0311269 | val_loss: 0.0312044 | Time: 3999.45 ms [2021-12-27 06:48:27 main:574] : INFO : Epoch 1762 | loss: 0.0311198 | val_loss: 0.031208 | Time: 3987.7 ms [2021-12-27 06:48:31 main:574] : INFO : Epoch 1763 | loss: 0.0311197 | val_loss: 0.0311994 | Time: 3995.86 ms [2021-12-27 06:48:35 main:574] : INFO : Epoch 1764 | loss: 0.031124 | val_loss: 0.0312102 | Time: 3991.97 ms [2021-12-27 06:48:39 main:574] : INFO : Epoch 1765 | loss: 0.0311219 | val_loss: 0.0312109 | Time: 3994.91 ms [2021-12-27 06:48:43 main:574] : INFO : Epoch 1766 | loss: 0.0311221 | val_loss: 0.0312031 | Time: 4001 ms [2021-12-27 06:48:47 main:574] : INFO : Epoch 1767 | loss: 0.0311163 | val_loss: 0.0312027 | Time: 3988.8 ms [2021-12-27 06:48:51 main:574] : INFO : Epoch 1768 | loss: 0.0311155 | val_loss: 0.0311979 | Time: 4000.04 ms [2021-12-27 06:48:55 main:574] : INFO : Epoch 1769 | loss: 0.0311241 | val_loss: 0.0312067 | Time: 3995.77 ms [2021-12-27 06:48:59 main:574] : INFO : Epoch 1770 | loss: 0.0311199 | val_loss: 0.031219 | Time: 3994.77 ms [2021-12-27 06:49:03 main:574] : INFO : Epoch 1771 | loss: 0.0311142 | val_loss: 0.0312153 | Time: 3997.01 ms [2021-12-27 06:49:07 main:574] : INFO : Epoch 1772 | loss: 0.0311154 | val_loss: 0.0312092 | Time: 4006.17 ms [2021-12-27 06:49:11 main:574] : INFO : Epoch 1773 | loss: 0.031116 | val_loss: 0.0312033 | Time: 3999.44 ms [2021-12-27 06:49:15 main:574] : INFO : Epoch 1774 | loss: 0.0311165 | val_loss: 0.0312 | Time: 3992.36 ms [2021-12-27 06:49:19 main:574] : INFO : Epoch 1775 | loss: 0.0311217 | val_loss: 0.0312035 | Time: 3992.87 ms [2021-12-27 06:49:23 main:574] : INFO : Epoch 1776 | loss: 0.031146 | val_loss: 0.0312104 | Time: 4001.34 ms [2021-12-27 06:49:27 main:574] : INFO : Epoch 1777 | loss: 0.0311424 | val_loss: 0.0311991 | Time: 3990.45 ms [2021-12-27 06:49:31 main:574] : INFO : Epoch 1778 | loss: 0.0311265 | val_loss: 0.0312158 | Time: 3994.07 ms [2021-12-27 06:49:35 main:574] : INFO : Epoch 1779 | loss: 0.0311225 | val_loss: 0.0312002 | Time: 3999.82 ms [2021-12-27 06:49:39 main:574] : INFO : Epoch 1780 | loss: 0.031119 | val_loss: 0.0312027 | Time: 4024.73 ms [2021-12-27 06:49:43 main:574] : INFO : Epoch 1781 | loss: 0.0311225 | val_loss: 0.0311953 | Time: 4003.36 ms [2021-12-27 06:49:47 main:574] : INFO : Epoch 1782 | loss: 0.0311182 | val_loss: 0.0312034 | Time: 3980.65 ms [2021-12-27 06:49:51 main:574] : INFO : Epoch 1783 | loss: 0.0311208 | val_loss: 0.0312077 | Time: 4029.22 ms [2021-12-27 06:49:55 main:574] : INFO : Epoch 1784 | loss: 0.0311219 | val_loss: 0.0312086 | Time: 4000.11 ms [2021-12-27 06:49:59 main:574] : INFO : Epoch 1785 | loss: 0.0311269 | val_loss: 0.0312097 | Time: 3992.06 ms [2021-12-27 06:50:03 main:574] : INFO : Epoch 1786 | loss: 0.0311199 | val_loss: 0.0312225 | Time: 3992.18 ms [2021-12-27 06:50:07 main:574] : INFO : Epoch 1787 | loss: 0.0311159 | val_loss: 0.0311992 | Time: 4008.5 ms [2021-12-27 06:50:11 main:574] : INFO : Epoch 1788 | loss: 0.0311164 | val_loss: 0.0312062 | Time: 3984.55 ms [2021-12-27 06:50:15 main:574] : INFO : Epoch 1789 | loss: 0.0311154 | val_loss: 0.0312106 | Time: 3984.09 ms [2021-12-27 06:50:19 main:574] : INFO : Epoch 1790 | loss: 0.0311172 | val_loss: 0.0311946 | Time: 4004.23 ms [2021-12-27 06:50:23 main:574] : INFO : Epoch 1791 | loss: 0.0311187 | val_loss: 0.0312065 | Time: 3986.79 ms [2021-12-27 06:50:27 main:574] : INFO : Epoch 1792 | loss: 0.0311208 | val_loss: 0.0312107 | Time: 3990.11 ms [2021-12-27 06:50:31 main:574] : INFO : Epoch 1793 | loss: 0.0311163 | val_loss: 0.0312116 | Time: 3980.27 ms [2021-12-27 06:50:35 main:574] : INFO : Epoch 1794 | loss: 0.0311138 | val_loss: 0.0312101 | Time: 3995.7 ms [2021-12-27 06:50:39 main:574] : INFO : Epoch 1795 | loss: 0.0311247 | val_loss: 0.0312019 | Time: 3984.15 ms [2021-12-27 06:50:43 main:574] : INFO : Epoch 1796 | loss: 0.0311282 | val_loss: 0.031204 | Time: 3991.53 ms [2021-12-27 06:50:47 main:574] : INFO : Epoch 1797 | loss: 0.0311263 | val_loss: 0.0312071 | Time: 4000.62 ms [2021-12-27 06:50:51 main:574] : INFO : Epoch 1798 | loss: 0.0311172 | val_loss: 0.0312046 | Time: 3984.17 ms [2021-12-27 06:50:55 main:574] : INFO : Epoch 1799 | loss: 0.0311156 | val_loss: 0.031208 | Time: 3993.14 ms [2021-12-27 06:50:59 main:574] : INFO : Epoch 1800 | loss: 0.0311143 | val_loss: 0.0311959 | Time: 3995.26 ms [2021-12-27 06:51:03 main:574] : INFO : Epoch 1801 | loss: 0.0311159 | val_loss: 0.0312119 | Time: 4014.48 ms [2021-12-27 06:51:07 main:574] : INFO : Epoch 1802 | loss: 0.0311193 | val_loss: 0.0312032 | Time: 3993.76 ms [2021-12-27 06:51:11 main:574] : INFO : Epoch 1803 | loss: 0.0311244 | val_loss: 0.0312057 | Time: 3995.48 ms [2021-12-27 06:51:15 main:574] : INFO : Epoch 1804 | loss: 0.0311212 | val_loss: 0.0312108 | Time: 3985.76 ms [2021-12-27 06:51:19 main:574] : INFO : Epoch 1805 | loss: 0.031121 | val_loss: 0.0312142 | Time: 3994.63 ms [2021-12-27 06:51:23 main:574] : INFO : Epoch 1806 | loss: 0.0311183 | val_loss: 0.0312078 | Time: 3990.75 ms [2021-12-27 06:51:27 main:574] : INFO : Epoch 1807 | loss: 0.0311247 | val_loss: 0.031213 | Time: 3975.11 ms [2021-12-27 06:51:31 main:574] : INFO : Epoch 1808 | loss: 0.0311155 | val_loss: 0.031216 | Time: 3993 ms [2021-12-27 06:51:35 main:574] : INFO : Epoch 1809 | loss: 0.0311157 | val_loss: 0.0311981 | Time: 3988.23 ms [2021-12-27 06:51:39 main:574] : INFO : Epoch 1810 | loss: 0.0311249 | val_loss: 0.0311964 | Time: 4007.85 ms [2021-12-27 06:51:43 main:574] : INFO : Epoch 1811 | loss: 0.031119 | val_loss: 0.0312143 | Time: 3991.56 ms [2021-12-27 06:51:47 main:574] : INFO : Epoch 1812 | loss: 0.0311126 | val_loss: 0.0312046 | Time: 3988.46 ms [2021-12-27 06:51:51 main:574] : INFO : Epoch 1813 | loss: 0.031113 | val_loss: 0.031203 | Time: 3983.83 ms [2021-12-27 06:51:55 main:574] : INFO : Epoch 1814 | loss: 0.0311181 | val_loss: 0.0311946 | Time: 3998.11 ms [2021-12-27 06:51:59 main:574] : INFO : Epoch 1815 | loss: 0.0311277 | val_loss: 0.0312007 | Time: 4004.82 ms [2021-12-27 06:52:03 main:574] : INFO : Epoch 1816 | loss: 0.0311362 | val_loss: 0.0312035 | Time: 3986.55 ms [2021-12-27 06:52:07 main:574] : INFO : Epoch 1817 | loss: 0.0311217 | val_loss: 0.0312074 | Time: 3997.51 ms [2021-12-27 06:52:11 main:574] : INFO : Epoch 1818 | loss: 0.0311144 | val_loss: 0.031206 | Time: 3987.42 ms [2021-12-27 06:52:15 main:574] : INFO : Epoch 1819 | loss: 0.0311185 | val_loss: 0.0312032 | Time: 3990.51 ms [2021-12-27 06:52:19 main:574] : INFO : Epoch 1820 | loss: 0.0311162 | val_loss: 0.0312261 | Time: 3985.8 ms [2021-12-27 06:52:23 main:574] : INFO : Epoch 1821 | loss: 0.0311108 | val_loss: 0.0312099 | Time: 3987.13 ms [2021-12-27 06:52:27 main:574] : INFO : Epoch 1822 | loss: 0.0311122 | val_loss: 0.0312086 | Time: 3988.77 ms [2021-12-27 06:52:31 main:574] : INFO : Epoch 1823 | loss: 0.0311219 | val_loss: 0.0312008 | Time: 3983.06 ms [2021-12-27 06:52:35 main:574] : INFO : Epoch 1824 | loss: 0.0311185 | val_loss: 0.0312108 | Time: 3990.28 ms [2021-12-27 06:52:39 main:574] : INFO : Epoch 1825 | loss: 0.0311134 | val_loss: 0.031213 | Time: 3979.28 ms [2021-12-27 06:52:43 main:574] : INFO : Epoch 1826 | loss: 0.0311106 | val_loss: 0.0312111 | Time: 3991.56 ms [2021-12-27 06:52:47 main:574] : INFO : Epoch 1827 | loss: 0.0311187 | val_loss: 0.0312117 | Time: 3993.32 ms [2021-12-27 06:52:51 main:574] : INFO : Epoch 1828 | loss: 0.0311154 | val_loss: 0.0312121 | Time: 3988.89 ms [2021-12-27 06:52:55 main:574] : INFO : Epoch 1829 | loss: 0.0311154 | val_loss: 0.0312272 | Time: 3999.91 ms [2021-12-27 06:52:59 main:574] : INFO : Epoch 1830 | loss: 0.0311125 | val_loss: 0.0312121 | Time: 3992.4 ms [2021-12-27 06:53:03 main:574] : INFO : Epoch 1831 | loss: 0.0311171 | val_loss: 0.0312199 | Time: 3981.11 ms [2021-12-27 06:53:07 main:574] : INFO : Epoch 1832 | loss: 0.0311263 | val_loss: 0.0312293 | Time: 4001.16 ms [2021-12-27 06:53:11 main:574] : INFO : Epoch 1833 | loss: 0.03112 | val_loss: 0.0312209 | Time: 3984.72 ms [2021-12-27 06:53:15 main:574] : INFO : Epoch 1834 | loss: 0.0311202 | val_loss: 0.0312307 | Time: 3983.81 ms [2021-12-27 06:53:19 main:574] : INFO : Epoch 1835 | loss: 0.0311144 | val_loss: 0.0311984 | Time: 3986.21 ms [2021-12-27 06:53:23 main:574] : INFO : Epoch 1836 | loss: 0.0311246 | val_loss: 0.0312083 | Time: 3985.86 ms [2021-12-27 06:53:26 main:574] : INFO : Epoch 1837 | loss: 0.0311189 | val_loss: 0.0312174 | Time: 3986.12 ms [2021-12-27 06:53:30 main:574] : INFO : Epoch 1838 | loss: 0.0311135 | val_loss: 0.0312132 | Time: 3999.39 ms [2021-12-27 06:53:34 main:574] : INFO : Epoch 1839 | loss: 0.03111 | val_loss: 0.0312105 | Time: 3996.33 ms [2021-12-27 06:53:38 main:574] : INFO : Epoch 1840 | loss: 0.03111 | val_loss: 0.0312211 | Time: 3987.76 ms [2021-12-27 06:53:42 main:574] : INFO : Epoch 1841 | loss: 0.0311053 | val_loss: 0.0312125 | Time: 3988.46 ms [2021-12-27 06:53:46 main:574] : INFO : Epoch 1842 | loss: 0.0311083 | val_loss: 0.0312128 | Time: 3993.29 ms [2021-12-27 06:53:50 main:574] : INFO : Epoch 1843 | loss: 0.0311118 | val_loss: 0.0312427 | Time: 3988.47 ms [2021-12-27 06:53:54 main:574] : INFO : Epoch 1844 | loss: 0.0311248 | val_loss: 0.0312002 | Time: 3992.69 ms [2021-12-27 06:53:58 main:574] : INFO : Epoch 1845 | loss: 0.031141 | val_loss: 0.0311973 | Time: 3992.57 ms [2021-12-27 06:54:02 main:574] : INFO : Epoch 1846 | loss: 0.0311469 | val_loss: 0.0312148 | Time: 3999.53 ms [2021-12-27 06:54:06 main:574] : INFO : Epoch 1847 | loss: 0.0311244 | val_loss: 0.0312083 | Time: 3995.35 ms [2021-12-27 06:54:10 main:574] : INFO : Epoch 1848 | loss: 0.0311155 | val_loss: 0.0312163 | Time: 3994.59 ms [2021-12-27 06:54:14 main:574] : INFO : Epoch 1849 | loss: 0.03111 | val_loss: 0.0312037 | Time: 3988.41 ms [2021-12-27 06:54:18 main:574] : INFO : Epoch 1850 | loss: 0.0311087 | val_loss: 0.0312175 | Time: 3986.58 ms [2021-12-27 06:54:22 main:574] : INFO : Epoch 1851 | loss: 0.0311137 | val_loss: 0.0312063 | Time: 3986.79 ms [2021-12-27 06:54:26 main:574] : INFO : Epoch 1852 | loss: 0.0311148 | val_loss: 0.031223 | Time: 4002.51 ms [2021-12-27 06:54:30 main:574] : INFO : Epoch 1853 | loss: 0.0311079 | val_loss: 0.0312155 | Time: 3994.25 ms [2021-12-27 06:54:34 main:574] : INFO : Epoch 1854 | loss: 0.031134 | val_loss: 0.0311935 | Time: 3987.65 ms [2021-12-27 06:54:38 main:574] : INFO : Epoch 1855 | loss: 0.0311741 | val_loss: 0.0311846 | Time: 3991.8 ms [2021-12-27 06:54:42 main:574] : INFO : Epoch 1856 | loss: 0.03117 | val_loss: 0.0311771 | Time: 3981.1 ms [2021-12-27 06:54:46 main:574] : INFO : Epoch 1857 | loss: 0.0311629 | val_loss: 0.031177 | Time: 3984.22 ms [2021-12-27 06:54:50 main:574] : INFO : Epoch 1858 | loss: 0.031151 | val_loss: 0.0311819 | Time: 3997.2 ms [2021-12-27 06:54:54 main:574] : INFO : Epoch 1859 | loss: 0.0311432 | val_loss: 0.0311863 | Time: 3986.84 ms [2021-12-27 06:54:58 main:574] : INFO : Epoch 1860 | loss: 0.03114 | val_loss: 0.0311904 | Time: 3991.66 ms [2021-12-27 06:55:02 main:574] : INFO : Epoch 1861 | loss: 0.0311319 | val_loss: 0.0311915 | Time: 3984.96 ms [2021-12-27 06:55:06 main:574] : INFO : Epoch 1862 | loss: 0.0311273 | val_loss: 0.0312033 | Time: 3989.71 ms [2021-12-27 06:55:10 main:574] : INFO : Epoch 1863 | loss: 0.0311283 | val_loss: 0.031205 | Time: 3994.66 ms [2021-12-27 06:55:14 main:574] : INFO : Epoch 1864 | loss: 0.0311213 | val_loss: 0.0312069 | Time: 3992.61 ms [2021-12-27 06:55:18 main:574] : INFO : Epoch 1865 | loss: 0.0311163 | val_loss: 0.0311971 | Time: 4008.27 ms [2021-12-27 06:55:22 main:574] : INFO : Epoch 1866 | loss: 0.031116 | val_loss: 0.0311982 | Time: 3997.69 ms [2021-12-27 06:55:26 main:574] : INFO : Epoch 1867 | loss: 0.0311122 | val_loss: 0.0312013 | Time: 3991.98 ms [2021-12-27 06:55:30 main:574] : INFO : Epoch 1868 | loss: 0.031117 | val_loss: 0.0312064 | Time: 4001.4 ms [2021-12-27 06:55:34 main:574] : INFO : Epoch 1869 | loss: 0.031115 | val_loss: 0.0312061 | Time: 3996.4 ms [2021-12-27 06:55:38 main:574] : INFO : Epoch 1870 | loss: 0.0311085 | val_loss: 0.0312174 | Time: 4007.92 ms [2021-12-27 06:55:42 main:574] : INFO : Epoch 1871 | loss: 0.0311088 | val_loss: 0.0312044 | Time: 3976.73 ms [2021-12-27 06:55:46 main:574] : INFO : Epoch 1872 | loss: 0.0311102 | val_loss: 0.0312034 | Time: 4007.29 ms [2021-12-27 06:55:50 main:574] : INFO : Epoch 1873 | loss: 0.0311122 | val_loss: 0.0311973 | Time: 3979.74 ms [2021-12-27 06:55:54 main:574] : INFO : Epoch 1874 | loss: 0.0311169 | val_loss: 0.0312085 | Time: 3988.36 ms [2021-12-27 06:55:58 main:574] : INFO : Epoch 1875 | loss: 0.0311214 | val_loss: 0.0312041 | Time: 3986.28 ms [2021-12-27 06:56:02 main:574] : INFO : Epoch 1876 | loss: 0.0311156 | val_loss: 0.0312198 | Time: 3998.67 ms [2021-12-27 06:56:06 main:574] : INFO : Epoch 1877 | loss: 0.031114 | val_loss: 0.0312115 | Time: 4003.04 ms [2021-12-27 06:56:10 main:574] : INFO : Epoch 1878 | loss: 0.0311104 | val_loss: 0.031215 | Time: 3987.38 ms [2021-12-27 06:56:14 main:574] : INFO : Epoch 1879 | loss: 0.0311083 | val_loss: 0.0312278 | Time: 3993.23 ms [2021-12-27 06:56:18 main:574] : INFO : Epoch 1880 | loss: 0.031121 | val_loss: 0.0311975 | Time: 3989.99 ms [2021-12-27 06:56:22 main:574] : INFO : Epoch 1881 | loss: 0.0311375 | val_loss: 0.0312049 | Time: 3990.8 ms [2021-12-27 06:56:26 main:574] : INFO : Epoch 1882 | loss: 0.0311268 | val_loss: 0.0312042 | Time: 3986.06 ms [2021-12-27 06:56:30 main:574] : INFO : Epoch 1883 | loss: 0.0311147 | val_loss: 0.0311976 | Time: 3987.67 ms [2021-12-27 06:56:34 main:574] : INFO : Epoch 1884 | loss: 0.0311168 | val_loss: 0.0312148 | Time: 3987.5 ms [2021-12-27 06:56:38 main:574] : INFO : Epoch 1885 | loss: 0.0311078 | val_loss: 0.0312181 | Time: 3989.8 ms [2021-12-27 06:56:42 main:574] : INFO : Epoch 1886 | loss: 0.0311074 | val_loss: 0.031212 | Time: 3989.68 ms [2021-12-27 06:56:46 main:574] : INFO : Epoch 1887 | loss: 0.0311066 | val_loss: 0.0312058 | Time: 4016.93 ms [2021-12-27 06:56:50 main:574] : INFO : Epoch 1888 | loss: 0.0311108 | val_loss: 0.0312067 | Time: 3997.03 ms [2021-12-27 06:56:54 main:574] : INFO : Epoch 1889 | loss: 0.0311115 | val_loss: 0.0312257 | Time: 3982.73 ms [2021-12-27 06:56:58 main:574] : INFO : Epoch 1890 | loss: 0.0311081 | val_loss: 0.0312108 | Time: 3990.86 ms [2021-12-27 06:57:02 main:574] : INFO : Epoch 1891 | loss: 0.0311083 | val_loss: 0.0312087 | Time: 3992.05 ms [2021-12-27 06:57:06 main:574] : INFO : Epoch 1892 | loss: 0.0311092 | val_loss: 0.0312139 | Time: 3992.27 ms [2021-12-27 06:57:10 main:574] : INFO : Epoch 1893 | loss: 0.0311112 | val_loss: 0.0312104 | Time: 3981.92 ms [2021-12-27 06:57:14 main:574] : INFO : Epoch 1894 | loss: 0.0311069 | val_loss: 0.0312135 | Time: 3983.99 ms [2021-12-27 06:57:18 main:574] : INFO : Epoch 1895 | loss: 0.0311081 | val_loss: 0.0312141 | Time: 4007.96 ms [2021-12-27 06:57:22 main:574] : INFO : Epoch 1896 | loss: 0.0311141 | val_loss: 0.0312045 | Time: 3976.57 ms [2021-12-27 06:57:26 main:574] : INFO : Epoch 1897 | loss: 0.0311132 | val_loss: 0.0312154 | Time: 4006.93 ms [2021-12-27 06:57:30 main:574] : INFO : Epoch 1898 | loss: 0.0311137 | val_loss: 0.0312214 | Time: 3978.28 ms [2021-12-27 06:57:34 main:574] : INFO : Epoch 1899 | loss: 0.0311135 | val_loss: 0.031211 | Time: 3991.3 ms [2021-12-27 06:57:38 main:574] : INFO : Epoch 1900 | loss: 0.0311169 | val_loss: 0.0312106 | Time: 3980.14 ms [2021-12-27 06:57:42 main:574] : INFO : Epoch 1901 | loss: 0.0311635 | val_loss: 0.0311857 | Time: 4001.78 ms [2021-12-27 06:57:46 main:574] : INFO : Epoch 1902 | loss: 0.0311937 | val_loss: 0.0312061 | Time: 3994.7 ms [2021-12-27 06:57:50 main:574] : INFO : Epoch 1903 | loss: 0.0312018 | val_loss: 0.0311967 | Time: 3999.4 ms [2021-12-27 06:57:54 main:574] : INFO : Epoch 1904 | loss: 0.031193 | val_loss: 0.0311902 | Time: 3987.34 ms [2021-12-27 06:57:58 main:574] : INFO : Epoch 1905 | loss: 0.0311838 | val_loss: 0.0311812 | Time: 3990.86 ms [2021-12-27 06:58:02 main:574] : INFO : Epoch 1906 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 3994.02 ms [2021-12-27 06:58:06 main:574] : INFO : Epoch 1907 | loss: 0.0311764 | val_loss: 0.0311796 | Time: 3975.15 ms [2021-12-27 06:58:10 main:574] : INFO : Epoch 1908 | loss: 0.0311741 | val_loss: 0.03118 | Time: 3987.37 ms [2021-12-27 06:58:14 main:574] : INFO : Epoch 1909 | loss: 0.0311712 | val_loss: 0.031179 | Time: 3989.21 ms [2021-12-27 06:58:18 main:574] : INFO : Epoch 1910 | loss: 0.0311709 | val_loss: 0.0311772 | Time: 3993.29 ms [2021-12-27 06:58:22 main:574] : INFO : Epoch 1911 | loss: 0.0311675 | val_loss: 0.031179 | Time: 3991.4 ms [2021-12-27 06:58:26 main:574] : INFO : Epoch 1912 | loss: 0.0311672 | val_loss: 0.0311799 | Time: 3989.4 ms [2021-12-27 06:58:30 main:574] : INFO : Epoch 1913 | loss: 0.0311662 | val_loss: 0.0311807 | Time: 3990.37 ms [2021-12-27 06:58:34 main:574] : INFO : Epoch 1914 | loss: 0.0311675 | val_loss: 0.0311839 | Time: 3981.74 ms [2021-12-27 06:58:38 main:574] : INFO : Epoch 1915 | loss: 0.0311675 | val_loss: 0.0311853 | Time: 4012.35 ms [2021-12-27 06:58:42 main:574] : INFO : Epoch 1916 | loss: 0.0311642 | val_loss: 0.0311829 | Time: 3995.46 ms [2021-12-27 06:58:46 main:574] : INFO : Epoch 1917 | loss: 0.0311658 | val_loss: 0.0311787 | Time: 3985.41 ms [2021-12-27 06:58:50 main:574] : INFO : Epoch 1918 | loss: 0.0311605 | val_loss: 0.0311816 | Time: 3986.02 ms [2021-12-27 06:58:54 main:574] : INFO : Epoch 1919 | loss: 0.0311593 | val_loss: 0.0311818 | Time: 3989.36 ms [2021-12-27 06:58:58 main:574] : INFO : Epoch 1920 | loss: 0.0311602 | val_loss: 0.0311837 | Time: 3987.57 ms [2021-12-27 06:59:02 main:574] : INFO : Epoch 1921 | loss: 0.0311586 | val_loss: 0.0311814 | Time: 4000.78 ms [2021-12-27 06:59:06 main:574] : INFO : Epoch 1922 | loss: 0.0311568 | val_loss: 0.0311823 | Time: 3970.19 ms [2021-12-27 06:59:10 main:574] : INFO : Epoch 1923 | loss: 0.0311576 | val_loss: 0.0311804 | Time: 3985.76 ms [2021-12-27 06:59:14 main:574] : INFO : Epoch 1924 | loss: 0.0311578 | val_loss: 0.0311798 | Time: 3981.2 ms [2021-12-27 06:59:18 main:574] : INFO : Epoch 1925 | loss: 0.0311566 | val_loss: 0.0311841 | Time: 3982.28 ms [2021-12-27 06:59:22 main:574] : INFO : Epoch 1926 | loss: 0.0311554 | val_loss: 0.0311938 | Time: 3985.66 ms [2021-12-27 06:59:26 main:574] : INFO : Epoch 1927 | loss: 0.0311564 | val_loss: 0.0311923 | Time: 3993.16 ms [2021-12-27 06:59:30 main:574] : INFO : Epoch 1928 | loss: 0.0311569 | val_loss: 0.0311919 | Time: 3993.5 ms [2021-12-27 06:59:34 main:574] : INFO : Epoch 1929 | loss: 0.0311618 | val_loss: 0.0311875 | Time: 3992.08 ms [2021-12-27 06:59:38 main:574] : INFO : Epoch 1930 | loss: 0.0311579 | val_loss: 0.0311838 | Time: 3993.34 ms [2021-12-27 06:59:42 main:574] : INFO : Epoch 1931 | loss: 0.0311526 | val_loss: 0.0311831 | Time: 3984.9 ms [2021-12-27 06:59:46 main:574] : INFO : Epoch 1932 | loss: 0.031156 | val_loss: 0.0311829 | Time: 3989.89 ms [2021-12-27 06:59:50 main:574] : INFO : Epoch 1933 | loss: 0.0311564 | val_loss: 0.0311789 | Time: 3980.47 ms [2021-12-27 06:59:54 main:574] : INFO : Epoch 1934 | loss: 0.0311564 | val_loss: 0.0311977 | Time: 3983.48 ms [2021-12-27 06:59:58 main:574] : INFO : Epoch 1935 | loss: 0.0311554 | val_loss: 0.0311848 | Time: 3987.14 ms [2021-12-27 07:00:02 main:574] : INFO : Epoch 1936 | loss: 0.0311497 | val_loss: 0.0311842 | Time: 4000.05 ms [2021-12-27 07:00:06 main:574] : INFO : Epoch 1937 | loss: 0.0311517 | val_loss: 0.0311831 | Time: 3995.7 ms [2021-12-27 07:00:10 main:574] : INFO : Epoch 1938 | loss: 0.0311545 | val_loss: 0.0311865 | Time: 3992.75 ms [2021-12-27 07:00:14 main:574] : INFO : Epoch 1939 | loss: 0.0311526 | val_loss: 0.0311844 | Time: 3986.64 ms [2021-12-27 07:00:18 main:574] : INFO : Epoch 1940 | loss: 0.0311519 | val_loss: 0.0311831 | Time: 3990.19 ms [2021-12-27 07:00:22 main:574] : INFO : Epoch 1941 | loss: 0.0311519 | val_loss: 0.031185 | Time: 3982.87 ms [2021-12-27 07:00:26 main:574] : INFO : Epoch 1942 | loss: 0.0311511 | val_loss: 0.0311823 | Time: 3989.94 ms [2021-12-27 07:00:30 main:574] : INFO : Epoch 1943 | loss: 0.0311593 | val_loss: 0.0311819 | Time: 3988.66 ms [2021-12-27 07:00:34 main:574] : INFO : Epoch 1944 | loss: 0.0311625 | val_loss: 0.0311761 | Time: 4004.26 ms [2021-12-27 07:00:38 main:574] : INFO : Epoch 1945 | loss: 0.0311594 | val_loss: 0.0311803 | Time: 3990.49 ms [2021-12-27 07:00:42 main:574] : INFO : Epoch 1946 | loss: 0.0311589 | val_loss: 0.031178 | Time: 3983.44 ms [2021-12-27 07:00:46 main:574] : INFO : Epoch 1947 | loss: 0.0311571 | val_loss: 0.0311805 | Time: 3992.34 ms [2021-12-27 07:00:50 main:574] : INFO : Epoch 1948 | loss: 0.0311554 | val_loss: 0.031177 | Time: 3987.64 ms [2021-12-27 07:00:54 main:574] : INFO : Epoch 1949 | loss: 0.0311517 | val_loss: 0.0311812 | Time: 3987.06 ms [2021-12-27 07:00:58 main:574] : INFO : Epoch 1950 | loss: 0.0311518 | val_loss: 0.0311794 | Time: 3980.25 ms [2021-12-27 07:01:02 main:574] : INFO : Epoch 1951 | loss: 0.0311505 | val_loss: 0.0311869 | Time: 4002.17 ms [2021-12-27 07:01:06 main:574] : INFO : Epoch 1952 | loss: 0.0311508 | val_loss: 0.0311843 | Time: 3998.93 ms [2021-12-27 07:01:10 main:574] : INFO : Epoch 1953 | loss: 0.031148 | val_loss: 0.0311878 | Time: 3997.32 ms [2021-12-27 07:01:14 main:574] : INFO : Epoch 1954 | loss: 0.0311482 | val_loss: 0.0311836 | Time: 3983.75 ms [2021-12-27 07:01:18 main:574] : INFO : Epoch 1955 | loss: 0.0311454 | val_loss: 0.0311842 | Time: 3993.08 ms [2021-12-27 07:01:22 main:574] : INFO : Epoch 1956 | loss: 0.0311432 | val_loss: 0.0311892 | Time: 3990.43 ms [2021-12-27 07:01:26 main:574] : INFO : Epoch 1957 | loss: 0.0311445 | val_loss: 0.0311859 | Time: 3999.77 ms [2021-12-27 07:01:30 main:574] : INFO : Epoch 1958 | loss: 0.0311484 | val_loss: 0.0311888 | Time: 3998.26 ms [2021-12-27 07:01:34 main:574] : INFO : Epoch 1959 | loss: 0.0311493 | val_loss: 0.0311845 | Time: 3992.23 ms [2021-12-27 07:01:38 main:574] : INFO : Epoch 1960 | loss: 0.031145 | val_loss: 0.0311921 | Time: 3981.67 ms [2021-12-27 07:01:42 main:574] : INFO : Epoch 1961 | loss: 0.0311488 | val_loss: 0.0311921 | Time: 3991.66 ms [2021-12-27 07:01:46 main:574] : INFO : Epoch 1962 | loss: 0.0311481 | val_loss: 0.0311887 | Time: 3998.43 ms [2021-12-27 07:01:50 main:574] : INFO : Epoch 1963 | loss: 0.0311508 | val_loss: 0.0311888 | Time: 3982.06 ms [2021-12-27 07:01:54 main:574] : INFO : Epoch 1964 | loss: 0.0311441 | val_loss: 0.0311878 | Time: 3995.21 ms [2021-12-27 07:01:58 main:574] : INFO : Epoch 1965 | loss: 0.0311449 | val_loss: 0.0311809 | Time: 3980.32 ms [2021-12-27 07:02:02 main:574] : INFO : Epoch 1966 | loss: 0.0311444 | val_loss: 0.0311841 | Time: 3988.82 ms [2021-12-27 07:02:06 main:574] : INFO : Epoch 1967 | loss: 0.0311431 | val_loss: 0.0311844 | Time: 3992.91 ms [2021-12-27 07:02:10 main:574] : INFO : Epoch 1968 | loss: 0.0311463 | val_loss: 0.0311836 | Time: 3983.03 ms [2021-12-27 07:02:14 main:574] : INFO : Epoch 1969 | loss: 0.0311589 | val_loss: 0.0311794 | Time: 3985.2 ms [2021-12-27 07:02:18 main:574] : INFO : Epoch 1970 | loss: 0.0311562 | val_loss: 0.0311882 | Time: 3982.66 ms [2021-12-27 07:02:22 main:574] : INFO : Epoch 1971 | loss: 0.0311491 | val_loss: 0.0311942 | Time: 3985.57 ms [2021-12-27 07:02:26 main:574] : INFO : Epoch 1972 | loss: 0.0311429 | val_loss: 0.0311845 | Time: 3988.51 ms [2021-12-27 07:02:30 main:574] : INFO : Epoch 1973 | loss: 0.0311692 | val_loss: 0.0312369 | Time: 3980.37 ms [2021-12-27 07:02:34 main:574] : INFO : Epoch 1974 | loss: 0.0312827 | val_loss: 0.0315027 | Time: 3987.77 ms [2021-12-27 07:02:38 main:574] : INFO : Epoch 1975 | loss: 0.0336366 | val_loss: 0.031351 | Time: 3989.43 ms [2021-12-27 07:02:42 main:574] : INFO : Epoch 1976 | loss: 0.0349523 | val_loss: 0.0324561 | Time: 3977.01 ms [2021-12-27 07:02:46 main:574] : INFO : Epoch 1977 | loss: 0.0318218 | val_loss: 0.0315023 | Time: 3981.8 ms [2021-12-27 07:02:50 main:574] : INFO : Epoch 1978 | loss: 0.0313302 | val_loss: 0.0312905 | Time: 4003.63 ms [2021-12-27 07:02:54 main:574] : INFO : Epoch 1979 | loss: 0.0312649 | val_loss: 0.0312562 | Time: 3983.36 ms [2021-12-27 07:02:58 main:574] : INFO : Epoch 1980 | loss: 0.0312524 | val_loss: 0.0312498 | Time: 3991.68 ms [2021-12-27 07:03:02 main:574] : INFO : Epoch 1981 | loss: 0.0312493 | val_loss: 0.0312481 | Time: 3989.96 ms [2021-12-27 07:03:06 main:574] : INFO : Epoch 1982 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 3979.96 ms [2021-12-27 07:03:10 main:574] : INFO : Epoch 1983 | loss: 0.0312469 | val_loss: 0.0312476 | Time: 3993.16 ms [2021-12-27 07:03:14 main:574] : INFO : Epoch 1984 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 3992.91 ms [2021-12-27 07:03:18 main:574] : INFO : Epoch 1985 | loss: 0.0312445 | val_loss: 0.0312446 | Time: 3990.15 ms [2021-12-27 07:03:22 main:574] : INFO : Epoch 1986 | loss: 0.0312435 | val_loss: 0.0312444 | Time: 3994.73 ms [2021-12-27 07:03:26 main:574] : INFO : Epoch 1987 | loss: 0.0312423 | val_loss: 0.0312407 | Time: 3996.52 ms [2021-12-27 07:03:30 main:574] : INFO : Epoch 1988 | loss: 0.0312396 | val_loss: 0.0312384 | Time: 3984.5 ms [2021-12-27 07:03:33 main:574] : INFO : Epoch 1989 | loss: 0.0312366 | val_loss: 0.0312391 | Time: 3975.49 ms [2021-12-27 07:03:37 main:574] : INFO : Epoch 1990 | loss: 0.0312345 | val_loss: 0.0312337 | Time: 3984.64 ms [2021-12-27 07:03:41 main:574] : INFO : Epoch 1991 | loss: 0.0312307 | val_loss: 0.0312309 | Time: 3982.77 ms [2021-12-27 07:03:45 main:574] : INFO : Epoch 1992 | loss: 0.0312273 | val_loss: 0.0312275 | Time: 3978.42 ms [2021-12-27 07:03:49 main:574] : INFO : Epoch 1993 | loss: 0.031226 | val_loss: 0.0312246 | Time: 3984.2 ms [2021-12-27 07:03:53 main:574] : INFO : Epoch 1994 | loss: 0.0312231 | val_loss: 0.0312255 | Time: 3990.78 ms [2021-12-27 07:03:57 main:574] : INFO : Epoch 1995 | loss: 0.0312218 | val_loss: 0.0312228 | Time: 3990.51 ms [2021-12-27 07:04:01 main:574] : INFO : Epoch 1996 | loss: 0.0312199 | val_loss: 0.0312249 | Time: 3971.57 ms [2021-12-27 07:04:05 main:574] : INFO : Epoch 1997 | loss: 0.0312176 | val_loss: 0.0312188 | Time: 3983.71 ms [2021-12-27 07:04:09 main:574] : INFO : Epoch 1998 | loss: 0.0312155 | val_loss: 0.0312249 | Time: 3997.06 ms [2021-12-27 07:04:13 main:574] : INFO : Epoch 1999 | loss: 0.0312153 | val_loss: 0.0312169 | Time: 3982.39 ms [2021-12-27 07:04:17 main:574] : INFO : Epoch 2000 | loss: 0.0312133 | val_loss: 0.0312167 | Time: 3997.44 ms [2021-12-27 07:04:21 main:574] : INFO : Epoch 2001 | loss: 0.0312092 | val_loss: 0.0312138 | Time: 3993.4 ms [2021-12-27 07:04:25 main:574] : INFO : Epoch 2002 | loss: 0.031209 | val_loss: 0.0312182 | Time: 3992.65 ms [2021-12-27 07:04:29 main:574] : INFO : Epoch 2003 | loss: 0.03121 | val_loss: 0.0312161 | Time: 4001.38 ms [2021-12-27 07:04:33 main:574] : INFO : Epoch 2004 | loss: 0.0312093 | val_loss: 0.0312128 | Time: 3988.05 ms [2021-12-27 07:04:37 main:574] : INFO : Epoch 2005 | loss: 0.0312055 | val_loss: 0.031208 | Time: 3988.16 ms [2021-12-27 07:04:41 main:574] : INFO : Epoch 2006 | loss: 0.0312034 | val_loss: 0.031222 | Time: 3993.1 ms [2021-12-27 07:04:45 main:574] : INFO : Epoch 2007 | loss: 0.031204 | val_loss: 0.0312067 | Time: 4007.85 ms [2021-12-27 07:04:49 main:574] : INFO : Epoch 2008 | loss: 0.0311985 | val_loss: 0.0312076 | Time: 3997.72 ms [2021-12-27 07:04:53 main:574] : INFO : Epoch 2009 | loss: 0.0312024 | val_loss: 0.0312141 | Time: 3989.81 ms [2021-12-27 07:04:57 main:574] : INFO : Epoch 2010 | loss: 0.0312006 | val_loss: 0.0312106 | Time: 3981.19 ms [2021-12-27 07:05:01 main:574] : INFO : Epoch 2011 | loss: 0.0311968 | val_loss: 0.0312038 | Time: 3984.32 ms [2021-12-27 07:05:05 main:574] : INFO : Epoch 2012 | loss: 0.0311957 | val_loss: 0.0312008 | Time: 3981.95 ms [2021-12-27 07:05:09 main:574] : INFO : Epoch 2013 | loss: 0.0311951 | val_loss: 0.031202 | Time: 3988.18 ms [2021-12-27 07:05:13 main:574] : INFO : Epoch 2014 | loss: 0.0311938 | val_loss: 0.0312097 | Time: 3981.19 ms [2021-12-27 07:05:17 main:574] : INFO : Epoch 2015 | loss: 0.0311932 | val_loss: 0.031201 | Time: 3984.61 ms [2021-12-27 07:05:21 main:574] : INFO : Epoch 2016 | loss: 0.0311885 | val_loss: 0.031207 | Time: 3997.72 ms [2021-12-27 07:05:25 main:574] : INFO : Epoch 2017 | loss: 0.0311904 | val_loss: 0.0312073 | Time: 3989.17 ms [2021-12-27 07:05:29 main:574] : INFO : Epoch 2018 | loss: 0.0311867 | val_loss: 0.0312014 | Time: 3970.2 ms [2021-12-27 07:05:33 main:574] : INFO : Epoch 2019 | loss: 0.0311863 | val_loss: 0.031201 | Time: 3979.07 ms [2021-12-27 07:05:37 main:574] : INFO : Epoch 2020 | loss: 0.0311864 | val_loss: 0.0312034 | Time: 3993.34 ms [2021-12-27 07:05:41 main:574] : INFO : Epoch 2021 | loss: 0.0311951 | val_loss: 0.0312157 | Time: 3985.79 ms [2021-12-27 07:05:45 main:574] : INFO : Epoch 2022 | loss: 0.0311887 | val_loss: 0.0312079 | Time: 3972.22 ms [2021-12-27 07:05:49 main:574] : INFO : Epoch 2023 | loss: 0.0311829 | val_loss: 0.0312026 | Time: 3981.56 ms [2021-12-27 07:05:53 main:574] : INFO : Epoch 2024 | loss: 0.0311824 | val_loss: 0.0312013 | Time: 3995.56 ms [2021-12-27 07:05:57 main:574] : INFO : Epoch 2025 | loss: 0.0311816 | val_loss: 0.0311992 | Time: 3995.71 ms [2021-12-27 07:06:01 main:574] : INFO : Epoch 2026 | loss: 0.0311805 | val_loss: 0.0311992 | Time: 3993.45 ms [2021-12-27 07:06:05 main:574] : INFO : Epoch 2027 | loss: 0.0311804 | val_loss: 0.0311985 | Time: 3998.63 ms [2021-12-27 07:06:09 main:574] : INFO : Epoch 2028 | loss: 0.0311799 | val_loss: 0.0311983 | Time: 3988.94 ms [2021-12-27 07:06:13 main:574] : INFO : Epoch 2029 | loss: 0.0311799 | val_loss: 0.0312006 | Time: 3984.45 ms [2021-12-27 07:06:17 main:574] : INFO : Epoch 2030 | loss: 0.0311801 | val_loss: 0.0312015 | Time: 3994.54 ms [2021-12-27 07:06:21 main:574] : INFO : Epoch 2031 | loss: 0.0311808 | val_loss: 0.0311974 | Time: 3994.79 ms [2021-12-27 07:06:25 main:574] : INFO : Epoch 2032 | loss: 0.0311792 | val_loss: 0.0312009 | Time: 3980.66 ms [2021-12-27 07:06:29 main:574] : INFO : Epoch 2033 | loss: 0.0311798 | val_loss: 0.0311971 | Time: 4002.2 ms [2021-12-27 07:06:33 main:574] : INFO : Epoch 2034 | loss: 0.031195 | val_loss: 0.0312037 | Time: 3977.56 ms [2021-12-27 07:06:37 main:574] : INFO : Epoch 2035 | loss: 0.0311926 | val_loss: 0.0311946 | Time: 3989.22 ms [2021-12-27 07:06:41 main:574] : INFO : Epoch 2036 | loss: 0.031187 | val_loss: 0.0312002 | Time: 3987.86 ms [2021-12-27 07:06:45 main:574] : INFO : Epoch 2037 | loss: 0.0311914 | val_loss: 0.0311921 | Time: 3991.1 ms [2021-12-27 07:06:49 main:574] : INFO : Epoch 2038 | loss: 0.0311865 | val_loss: 0.0311905 | Time: 3971.26 ms [2021-12-27 07:06:53 main:574] : INFO : Epoch 2039 | loss: 0.0311804 | val_loss: 0.0311912 | Time: 3986.66 ms [2021-12-27 07:06:57 main:574] : INFO : Epoch 2040 | loss: 0.0311794 | val_loss: 0.0311929 | Time: 3989.36 ms [2021-12-27 07:07:01 main:574] : INFO : Epoch 2041 | loss: 0.0311788 | val_loss: 0.0311925 | Time: 3988.82 ms [2021-12-27 07:07:05 main:574] : INFO : Epoch 2042 | loss: 0.0311801 | val_loss: 0.0311924 | Time: 3985.87 ms [2021-12-27 07:07:09 main:574] : INFO : Epoch 2043 | loss: 0.0311782 | val_loss: 0.0311972 | Time: 3990.93 ms [2021-12-27 07:07:13 main:574] : INFO : Epoch 2044 | loss: 0.0311802 | val_loss: 0.0311949 | Time: 3987.39 ms [2021-12-27 07:07:17 main:574] : INFO : Epoch 2045 | loss: 0.0311792 | val_loss: 0.0311961 | Time: 4005.87 ms [2021-12-27 07:07:21 main:574] : INFO : Epoch 2046 | loss: 0.0311743 | val_loss: 0.031195 | Time: 3999.06 ms [2021-12-27 07:07:25 main:574] : INFO : Epoch 2047 | loss: 0.0311778 | val_loss: 0.0311889 | Time: 3995.79 ms [2021-12-27 07:07:29 main:574] : INFO : Epoch 2048 | loss: 0.0311782 | val_loss: 0.0311894 | Time: 3987.26 ms [2021-12-27 07:07:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311894 [2021-12-27 07:07:29 main:603] : INFO : Saving end state to config to file [2021-12-27 07:07:29 main:608] : INFO : Success, exiting.. 07:07:29 (2164): 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)