Task 10940440
| Name | ParityModified-1639951732-9303-2-0_0 |
| Workunit | 8235559 |
| Created | 21 Jan 2022, 13:42:39 UTC |
| Sent | 6 Feb 2022, 4:57:41 UTC |
| Report deadline | 14 Feb 2022, 4:57:41 UTC |
| Received | 6 Feb 2022, 21:00:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18356 |
| Run time | 3 hours 9 min 22 sec |
| CPU time | 3 hours 0 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,157.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.81 GB |
| Peak swap size | 4.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311229 | val_loss: 0.0311922 | Time: 3531.41 ms [2022-02-06 10:21:21 main:574] : INFO : Epoch 1543 | loss: 0.031127 | val_loss: 0.031191 | Time: 13599.4 ms [2022-02-06 10:21:24 main:574] : INFO : Epoch 1544 | loss: 0.0311322 | val_loss: 0.0311831 | Time: 3142.25 ms [2022-02-06 10:21:28 main:574] : INFO : Epoch 1545 | loss: 0.0311294 | val_loss: 0.0311839 | Time: 3152.74 ms [2022-02-06 10:21:31 main:574] : INFO : Epoch 1546 | loss: 0.0311288 | val_loss: 0.0311812 | Time: 3212.27 ms [2022-02-06 10:21:35 main:574] : INFO : Epoch 1547 | loss: 0.031126 | val_loss: 0.0311766 | Time: 3452.81 ms [2022-02-06 10:21:38 main:574] : INFO : Epoch 1548 | loss: 0.0311267 | val_loss: 0.0311811 | Time: 3589.56 ms [2022-02-06 10:21:42 main:574] : INFO : Epoch 1549 | loss: 0.0311276 | val_loss: 0.0311848 | Time: 3697.09 ms [2022-02-06 10:21:46 main:574] : INFO : Epoch 1550 | loss: 0.0311285 | val_loss: 0.0311843 | Time: 3637.56 ms [2022-02-06 10:21:50 main:574] : INFO : Epoch 1551 | loss: 0.0311286 | val_loss: 0.0311862 | Time: 3605.88 ms [2022-02-06 10:21:54 main:574] : INFO : Epoch 1552 | loss: 0.0311253 | val_loss: 0.0311831 | Time: 3466.2 ms [2022-02-06 10:21:57 main:574] : INFO : Epoch 1553 | loss: 0.0311234 | val_loss: 0.0311907 | Time: 3637.91 ms [2022-02-06 10:22:01 main:574] : INFO : Epoch 1554 | loss: 0.0311279 | val_loss: 0.0311943 | Time: 3559.25 ms [2022-02-06 10:22:05 main:574] : INFO : Epoch 1555 | loss: 0.0311283 | val_loss: 0.0311776 | Time: 3416.43 ms [2022-02-06 10:22:08 main:574] : INFO : Epoch 1556 | loss: 0.0311255 | val_loss: 0.0311782 | Time: 3505.43 ms [2022-02-06 10:22:22 main:574] : INFO : Epoch 1557 | loss: 0.0311233 | val_loss: 0.0311818 | Time: 13535.4 ms [2022-02-06 10:22:25 main:574] : INFO : Epoch 1558 | loss: 0.0311239 | val_loss: 0.0311854 | Time: 3106.64 ms [2022-02-06 10:22:29 main:574] : INFO : Epoch 1559 | loss: 0.0311214 | val_loss: 0.0311914 | Time: 3330.33 ms [2022-02-06 10:22:33 main:574] : INFO : Epoch 1560 | loss: 0.0311231 | val_loss: 0.0311846 | Time: 3619.02 ms [2022-02-06 10:22:36 main:574] : INFO : Epoch 1561 | loss: 0.0311219 | val_loss: 0.0311928 | Time: 3512.42 ms [2022-02-06 10:22:40 main:574] : INFO : Epoch 1562 | loss: 0.0311219 | val_loss: 0.031194 | Time: 3535.87 ms [2022-02-06 10:22:44 main:574] : INFO : Epoch 1563 | loss: 0.0311222 | val_loss: 0.0311957 | Time: 3460.46 ms [2022-02-06 10:22:47 main:574] : INFO : Epoch 1564 | loss: 0.0311221 | val_loss: 0.0311856 | Time: 3461.86 ms [2022-02-06 10:22:51 main:574] : INFO : Epoch 1565 | loss: 0.0311197 | val_loss: 0.0311821 | Time: 3547.74 ms [2022-02-06 10:22:55 main:574] : INFO : Epoch 1566 | loss: 0.0311215 | val_loss: 0.0311909 | Time: 3494.51 ms [2022-02-06 10:22:58 main:574] : INFO : Epoch 1567 | loss: 0.0311195 | val_loss: 0.031194 | Time: 3615.65 ms [2022-02-06 10:23:02 main:574] : INFO : Epoch 1568 | loss: 0.0311246 | val_loss: 0.031178 | Time: 3744.81 ms [2022-02-06 10:23:08 main:574] : INFO : Epoch 1569 | loss: 0.0311255 | val_loss: 0.0311924 | Time: 3613.64 ms [2022-02-06 10:23:13 main:574] : INFO : Epoch 1570 | loss: 0.0311237 | val_loss: 0.0311916 | Time: 3593.3 ms [2022-02-06 10:23:17 main:574] : INFO : Epoch 1571 | loss: 0.0311232 | val_loss: 0.0311783 | Time: 3675.13 ms [2022-02-06 10:23:21 main:574] : INFO : Epoch 1572 | loss: 0.0311217 | val_loss: 0.0311949 | Time: 3634.28 ms [2022-02-06 10:23:34 main:574] : INFO : Epoch 1573 | loss: 0.0311231 | val_loss: 0.0311795 | Time: 13588.7 ms [2022-02-06 10:23:38 main:574] : INFO : Epoch 1574 | loss: 0.0311213 | val_loss: 0.0311849 | Time: 3179.57 ms [2022-02-06 10:23:41 main:574] : INFO : Epoch 1575 | loss: 0.0311198 | val_loss: 0.0311775 | Time: 3149.53 ms [2022-02-06 10:23:44 main:574] : INFO : Epoch 1576 | loss: 0.0311239 | val_loss: 0.0311993 | Time: 3490.05 ms [2022-02-06 10:23:49 main:574] : INFO : Epoch 1577 | loss: 0.0311217 | val_loss: 0.0311832 | Time: 3526.34 ms [2022-02-06 10:23:53 main:574] : INFO : Epoch 1578 | loss: 0.0311241 | val_loss: 0.0311833 | Time: 3571.63 ms [2022-02-06 10:23:56 main:574] : INFO : Epoch 1579 | loss: 0.0311208 | val_loss: 0.0311993 | Time: 3609.17 ms [2022-02-06 10:24:00 main:574] : INFO : Epoch 1580 | loss: 0.0311224 | val_loss: 0.0311791 | Time: 3542.72 ms [2022-02-06 10:24:04 main:574] : INFO : Epoch 1581 | loss: 0.0311234 | val_loss: 0.0311822 | Time: 3581.88 ms [2022-02-06 10:24:07 main:574] : INFO : Epoch 1582 | loss: 0.0311225 | val_loss: 0.0311914 | Time: 3504.73 ms [2022-02-06 10:24:11 main:574] : INFO : Epoch 1583 | loss: 0.0311204 | val_loss: 0.0311945 | Time: 3607.73 ms [2022-02-06 10:24:25 main:574] : INFO : Epoch 1584 | loss: 0.0311223 | val_loss: 0.0311815 | Time: 13493.4 ms [2022-02-06 10:24:28 main:574] : INFO : Epoch 1585 | loss: 0.031123 | val_loss: 0.0311843 | Time: 3101.48 ms [2022-02-06 10:24:31 main:574] : INFO : Epoch 1586 | loss: 0.0311204 | val_loss: 0.0311749 | Time: 3137.6 ms [2022-02-06 10:24:35 main:574] : INFO : Epoch 1587 | loss: 0.0311229 | val_loss: 0.0311791 | Time: 3357.5 ms [2022-02-06 10:24:38 main:574] : INFO : Epoch 1588 | loss: 0.0311221 | val_loss: 0.0311859 | Time: 3570.53 ms [2022-02-06 10:24:42 main:574] : INFO : Epoch 1589 | loss: 0.0311221 | val_loss: 0.0311885 | Time: 3502.33 ms [2022-02-06 10:24:46 main:574] : INFO : Epoch 1590 | loss: 0.0311239 | val_loss: 0.0311859 | Time: 3656.86 ms [2022-02-06 10:24:49 main:574] : INFO : Epoch 1591 | loss: 0.0311228 | val_loss: 0.0311782 | Time: 3431.77 ms [2022-02-06 10:24:53 main:574] : INFO : Epoch 1592 | loss: 0.0311203 | val_loss: 0.0312046 | Time: 3554.89 ms [2022-02-06 10:24:56 main:574] : INFO : Epoch 1593 | loss: 0.0311251 | val_loss: 0.0312042 | Time: 3598.58 ms [2022-02-06 10:25:00 main:574] : INFO : Epoch 1594 | loss: 0.0323426 | val_loss: 0.0317907 | Time: 3581.74 ms [2022-02-06 10:25:03 main:574] : INFO : Epoch 1595 | loss: 0.0471794 | val_loss: 0.0338202 | Time: 3412.07 ms [2022-02-06 10:25:07 main:574] : INFO : Epoch 1596 | loss: 0.0421848 | val_loss: 0.0352746 | Time: 3539.26 ms [2022-02-06 10:25:11 main:574] : INFO : Epoch 1597 | loss: 0.0381389 | val_loss: 0.0332858 | Time: 3584.67 ms [2022-02-06 10:25:15 main:574] : INFO : Epoch 1598 | loss: 0.0321583 | val_loss: 0.031865 | Time: 3585.75 ms [2022-02-06 10:25:19 main:574] : INFO : Epoch 1599 | loss: 0.0314138 | val_loss: 0.0313379 | Time: 3651.59 ms [2022-02-06 10:25:33 main:574] : INFO : Epoch 1600 | loss: 0.0312772 | val_loss: 0.0312606 | Time: 13729.9 ms [2022-02-06 10:25:36 main:574] : INFO : Epoch 1601 | loss: 0.0312553 | val_loss: 0.0312504 | Time: 3273.32 ms [2022-02-06 10:25:39 main:574] : INFO : Epoch 1602 | loss: 0.03125 | val_loss: 0.0312491 | Time: 3186.26 ms [2022-02-06 10:25:43 main:574] : INFO : Epoch 1603 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 3125.73 ms [2022-02-06 10:25:46 main:574] : INFO : Epoch 1604 | loss: 0.0312484 | val_loss: 0.031248 | Time: 3360.57 ms [2022-02-06 10:25:50 main:574] : INFO : Epoch 1605 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 3525.61 ms [2022-02-06 10:25:54 main:574] : INFO : Epoch 1606 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 3497.2 ms [2022-02-06 10:25:58 main:574] : INFO : Epoch 1607 | loss: 0.0312486 | val_loss: 0.0312468 | Time: 3442.28 ms [2022-02-06 10:26:02 main:574] : INFO : Epoch 1608 | loss: 0.0312475 | val_loss: 0.0312479 | Time: 3533.31 ms [2022-02-06 10:26:16 main:574] : INFO : Epoch 1609 | loss: 0.0312477 | val_loss: 0.031246 | Time: 13575.2 ms [2022-02-06 10:26:19 main:574] : INFO : Epoch 1610 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 3169.77 ms [2022-02-06 10:26:22 main:574] : INFO : Epoch 1611 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 3184.58 ms [2022-02-06 10:26:26 main:574] : INFO : Epoch 1612 | loss: 0.0312471 | val_loss: 0.031245 | Time: 3519.33 ms [2022-02-06 10:26:30 main:574] : INFO : Epoch 1613 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 3631.56 ms [2022-02-06 10:26:34 main:574] : INFO : Epoch 1614 | loss: 0.0312462 | val_loss: 0.031244 | Time: 3587.66 ms [2022-02-06 10:26:37 main:574] : INFO : Epoch 1615 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 3468.4 ms [2022-02-06 10:26:41 main:574] : INFO : Epoch 1616 | loss: 0.0312451 | val_loss: 0.0312427 | Time: 3597.35 ms [2022-02-06 10:26:45 main:574] : INFO : Epoch 1617 | loss: 0.0312442 | val_loss: 0.0312422 | Time: 3561.52 ms [2022-02-06 10:26:48 main:574] : INFO : Epoch 1618 | loss: 0.0312435 | val_loss: 0.0312429 | Time: 3488.47 ms [2022-02-06 10:26:52 main:574] : INFO : Epoch 1619 | loss: 0.031244 | val_loss: 0.0312416 | Time: 3511.2 ms [2022-02-06 10:26:56 main:574] : INFO : Epoch 1620 | loss: 0.0312424 | val_loss: 0.0312409 | Time: 3547.62 ms [2022-02-06 10:26:59 main:574] : INFO : Epoch 1621 | loss: 0.0312416 | val_loss: 0.0312386 | Time: 3509.94 ms [2022-02-06 10:27:03 main:574] : INFO : Epoch 1622 | loss: 0.0312404 | val_loss: 0.0312388 | Time: 3547.73 ms [2022-02-06 10:27:07 main:574] : INFO : Epoch 1623 | loss: 0.0312399 | val_loss: 0.0312367 | Time: 3542.14 ms [2022-02-06 10:27:11 main:574] : INFO : Epoch 1624 | loss: 0.0312395 | val_loss: 0.0312395 | Time: 3683.74 ms [2022-02-06 10:27:14 main:574] : INFO : Epoch 1625 | loss: 0.0312401 | val_loss: 0.0312402 | Time: 3502.21 ms [2022-02-06 10:27:18 main:574] : INFO : Epoch 1626 | loss: 0.0312383 | val_loss: 0.0312346 | Time: 3601.79 ms [2022-02-06 10:27:21 main:574] : INFO : Epoch 1627 | loss: 0.0312374 | val_loss: 0.0312349 | Time: 3481.14 ms [2022-02-06 10:27:35 main:574] : INFO : Epoch 1628 | loss: 0.0312366 | val_loss: 0.0312347 | Time: 13536.7 ms [2022-02-06 10:27:38 main:574] : INFO : Epoch 1629 | loss: 0.031236 | val_loss: 0.0312332 | Time: 3149.88 ms [2022-02-06 10:27:42 main:574] : INFO : Epoch 1630 | loss: 0.031235 | val_loss: 0.0312326 | Time: 3196.95 ms [2022-02-06 10:27:45 main:574] : INFO : Epoch 1631 | loss: 0.0312346 | val_loss: 0.0312316 | Time: 3228.33 ms [2022-02-06 10:27:48 main:574] : INFO : Epoch 1632 | loss: 0.0312336 | val_loss: 0.0312307 | Time: 3517.85 ms [2022-02-06 10:27:52 main:574] : INFO : Epoch 1633 | loss: 0.0312334 | val_loss: 0.0312301 | Time: 3671.3 ms [2022-02-06 10:27:56 main:574] : INFO : Epoch 1634 | loss: 0.0312325 | val_loss: 0.0312296 | Time: 3486.53 ms [2022-02-06 10:28:00 main:574] : INFO : Epoch 1635 | loss: 0.0312321 | val_loss: 0.0312286 | Time: 3452.68 ms [2022-02-06 10:28:03 main:574] : INFO : Epoch 1636 | loss: 0.031231 | val_loss: 0.0312295 | Time: 3579.06 ms [2022-02-06 10:28:17 main:574] : INFO : Epoch 1637 | loss: 0.0312319 | val_loss: 0.0312278 | Time: 13408.8 ms [2022-02-06 10:28:20 main:574] : INFO : Epoch 1638 | loss: 0.0312315 | val_loss: 0.0312262 | Time: 3193.99 ms [2022-02-06 10:28:23 main:574] : INFO : Epoch 1639 | loss: 0.0312303 | val_loss: 0.0312283 | Time: 3201.32 ms [2022-02-06 10:28:27 main:574] : INFO : Epoch 1640 | loss: 0.0312293 | val_loss: 0.031225 | Time: 3314.52 ms [2022-02-06 10:28:31 main:574] : INFO : Epoch 1641 | loss: 0.0312284 | val_loss: 0.0312245 | Time: 3614.11 ms [2022-02-06 10:28:34 main:574] : INFO : Epoch 1642 | loss: 0.0312286 | val_loss: 0.031225 | Time: 3619.54 ms [2022-02-06 10:28:38 main:574] : INFO : Epoch 1643 | loss: 0.0312294 | val_loss: 0.0312236 | Time: 3561.88 ms [2022-02-06 10:28:42 main:574] : INFO : Epoch 1644 | loss: 0.0312279 | val_loss: 0.0312231 | Time: 3550.88 ms [2022-02-06 10:28:45 main:574] : INFO : Epoch 1645 | loss: 0.0312271 | val_loss: 0.0312257 | Time: 3547.16 ms [2022-02-06 10:28:49 main:574] : INFO : Epoch 1646 | loss: 0.0312277 | val_loss: 0.0312223 | Time: 3438.85 ms [2022-02-06 10:28:52 main:574] : INFO : Epoch 1647 | loss: 0.0312265 | val_loss: 0.0312216 | Time: 3571.25 ms [2022-02-06 10:28:56 main:574] : INFO : Epoch 1648 | loss: 0.0312251 | val_loss: 0.0312214 | Time: 3624.17 ms [2022-02-06 10:29:00 main:574] : INFO : Epoch 1649 | loss: 0.0312255 | val_loss: 0.0312213 | Time: 3637.67 ms [2022-02-06 10:29:04 main:574] : INFO : Epoch 1650 | loss: 0.0312248 | val_loss: 0.0312229 | Time: 3703.69 ms [2022-02-06 10:29:07 main:574] : INFO : Epoch 1651 | loss: 0.0312243 | val_loss: 0.0312231 | Time: 3686.42 ms [2022-02-06 10:29:11 main:574] : INFO : Epoch 1652 | loss: 0.0312242 | val_loss: 0.0312195 | Time: 3535.19 ms [2022-02-06 10:29:15 main:574] : INFO : Epoch 1653 | loss: 0.0312228 | val_loss: 0.0312191 | Time: 3538.16 ms [2022-02-06 10:29:28 main:574] : INFO : Epoch 1654 | loss: 0.0312224 | val_loss: 0.0312189 | Time: 13530.2 ms [2022-02-06 10:29:31 main:574] : INFO : Epoch 1655 | loss: 0.0312218 | val_loss: 0.0312195 | Time: 3115.6 ms [2022-02-06 10:29:35 main:574] : INFO : Epoch 1656 | loss: 0.031222 | val_loss: 0.0312183 | Time: 3254.9 ms [2022-02-06 10:29:38 main:574] : INFO : Epoch 1657 | loss: 0.0312216 | val_loss: 0.0312183 | Time: 3326.5 ms [2022-02-06 10:29:42 main:574] : INFO : Epoch 1658 | loss: 0.0312214 | val_loss: 0.0312189 | Time: 3630.8 ms [2022-02-06 10:29:46 main:574] : INFO : Epoch 1659 | loss: 0.0312205 | val_loss: 0.0312184 | Time: 3530.49 ms [2022-02-06 10:29:49 main:574] : INFO : Epoch 1660 | loss: 0.0312208 | val_loss: 0.0312178 | Time: 3567.01 ms [2022-02-06 10:29:53 main:574] : INFO : Epoch 1661 | loss: 0.0312218 | val_loss: 0.0312182 | Time: 3552.64 ms [2022-02-06 10:29:57 main:574] : INFO : Epoch 1662 | loss: 0.0312208 | val_loss: 0.0312193 | Time: 3678.62 ms [2022-02-06 10:30:01 main:574] : INFO : Epoch 1663 | loss: 0.0312185 | val_loss: 0.0312159 | Time: 3588.86 ms [2022-02-06 10:30:04 main:574] : INFO : Epoch 1664 | loss: 0.0312203 | val_loss: 0.0312098 | Time: 3471.2 ms [2022-02-06 10:30:09 main:574] : INFO : Epoch 1665 | loss: 0.0312121 | val_loss: 0.0312054 | Time: 3528.11 ms [2022-02-06 10:30:13 main:574] : INFO : Epoch 1666 | loss: 0.03121 | val_loss: 0.0312033 | Time: 3632.57 ms [2022-02-06 10:30:27 main:574] : INFO : Epoch 1667 | loss: 0.031205 | val_loss: 0.031199 | Time: 13726.2 ms [2022-02-06 10:30:31 main:574] : INFO : Epoch 1668 | loss: 0.0312011 | val_loss: 0.0311971 | Time: 3115.83 ms [2022-02-06 10:30:34 main:574] : INFO : Epoch 1669 | loss: 0.0311998 | val_loss: 0.031196 | Time: 3146.37 ms [2022-02-06 10:30:37 main:574] : INFO : Epoch 1670 | loss: 0.0311989 | val_loss: 0.0311977 | Time: 3230.51 ms [2022-02-06 10:30:41 main:574] : INFO : Epoch 1671 | loss: 0.031197 | val_loss: 0.0311941 | Time: 3525.9 ms [2022-02-06 10:30:44 main:574] : INFO : Epoch 1672 | loss: 0.0311972 | val_loss: 0.031193 | Time: 3672.05 ms [2022-02-06 10:30:48 main:574] : INFO : Epoch 1673 | loss: 0.0311968 | val_loss: 0.0311931 | Time: 3575.82 ms [2022-02-06 10:30:52 main:574] : INFO : Epoch 1674 | loss: 0.0311962 | val_loss: 0.0311909 | Time: 3540.19 ms [2022-02-06 10:30:55 main:574] : INFO : Epoch 1675 | loss: 0.0311942 | val_loss: 0.0311935 | Time: 3642.49 ms [2022-02-06 10:30:59 main:574] : INFO : Epoch 1676 | loss: 0.0311959 | val_loss: 0.0311902 | Time: 3555.61 ms [2022-02-06 10:31:03 main:574] : INFO : Epoch 1677 | loss: 0.0311932 | val_loss: 0.0311899 | Time: 3542.67 ms [2022-02-06 10:31:07 main:574] : INFO : Epoch 1678 | loss: 0.0311947 | val_loss: 0.0311955 | Time: 3554.01 ms [2022-02-06 10:31:10 main:574] : INFO : Epoch 1679 | loss: 0.0311923 | val_loss: 0.0311888 | Time: 3568.21 ms [2022-02-06 10:31:15 main:574] : INFO : Epoch 1680 | loss: 0.0311939 | val_loss: 0.0311897 | Time: 3578.54 ms [2022-02-06 10:31:19 main:574] : INFO : Epoch 1681 | loss: 0.0311923 | val_loss: 0.0311911 | Time: 3487.3 ms [2022-02-06 10:31:22 main:574] : INFO : Epoch 1682 | loss: 0.0311916 | val_loss: 0.0311887 | Time: 3488.99 ms [2022-02-06 10:31:26 main:574] : INFO : Epoch 1683 | loss: 0.0311913 | val_loss: 0.0311898 | Time: 3553.83 ms [2022-02-06 10:31:40 main:574] : INFO : Epoch 1684 | loss: 0.0311909 | val_loss: 0.0311903 | Time: 13407.4 ms [2022-02-06 10:31:43 main:574] : INFO : Epoch 1685 | loss: 0.0311925 | val_loss: 0.03119 | Time: 3237.06 ms [2022-02-06 10:31:46 main:574] : INFO : Epoch 1686 | loss: 0.0311916 | val_loss: 0.0311882 | Time: 3235.8 ms [2022-02-06 10:31:50 main:574] : INFO : Epoch 1687 | loss: 0.031193 | val_loss: 0.0311875 | Time: 3606.68 ms [2022-02-06 10:31:54 main:574] : INFO : Epoch 1688 | loss: 0.0311901 | val_loss: 0.0311941 | Time: 3628.18 ms [2022-02-06 10:31:57 main:574] : INFO : Epoch 1689 | loss: 0.031192 | val_loss: 0.0311884 | Time: 3478.99 ms [2022-02-06 10:32:01 main:574] : INFO : Epoch 1690 | loss: 0.0311914 | val_loss: 0.0311866 | Time: 3425.12 ms [2022-02-06 10:32:04 main:574] : INFO : Epoch 1691 | loss: 0.0311912 | val_loss: 0.0311867 | Time: 3588.01 ms [2022-02-06 10:32:18 main:574] : INFO : Epoch 1692 | loss: 0.0311919 | val_loss: 0.0311876 | Time: 13606.7 ms [2022-02-06 10:32:21 main:574] : INFO : Epoch 1693 | loss: 0.031192 | val_loss: 0.0311865 | Time: 3092.32 ms [2022-02-06 10:32:25 main:574] : INFO : Epoch 1694 | loss: 0.0311928 | val_loss: 0.0311886 | Time: 3136.43 ms [2022-02-06 10:32:28 main:574] : INFO : Epoch 1695 | loss: 0.0311915 | val_loss: 0.031186 | Time: 3164.99 ms [2022-02-06 10:32:32 main:574] : INFO : Epoch 1696 | loss: 0.0311894 | val_loss: 0.0311899 | Time: 3513.21 ms [2022-02-06 10:32:35 main:574] : INFO : Epoch 1697 | loss: 0.0311891 | val_loss: 0.0311861 | Time: 3556.89 ms [2022-02-06 10:32:39 main:574] : INFO : Epoch 1698 | loss: 0.0311909 | val_loss: 0.0311862 | Time: 3565.72 ms [2022-02-06 10:32:43 main:574] : INFO : Epoch 1699 | loss: 0.0311885 | val_loss: 0.0311857 | Time: 3611.07 ms [2022-02-06 10:32:46 main:574] : INFO : Epoch 1700 | loss: 0.0311888 | val_loss: 0.0311887 | Time: 3598.75 ms [2022-02-06 10:32:50 main:574] : INFO : Epoch 1701 | loss: 0.0311887 | val_loss: 0.0311852 | Time: 3571.51 ms [2022-02-06 10:32:54 main:574] : INFO : Epoch 1702 | loss: 0.0311887 | val_loss: 0.0311857 | Time: 3536.66 ms [2022-02-06 10:32:57 main:574] : INFO : Epoch 1703 | loss: 0.0311899 | val_loss: 0.0311859 | Time: 3553.64 ms [2022-02-06 10:33:01 main:574] : INFO : Epoch 1704 | loss: 0.0311879 | val_loss: 0.0311854 | Time: 3505.73 ms [2022-02-06 10:33:04 main:574] : INFO : Epoch 1705 | loss: 0.0311901 | val_loss: 0.0311889 | Time: 3599.84 ms [2022-02-06 10:33:08 main:574] : INFO : Epoch 1706 | loss: 0.0311912 | val_loss: 0.0311852 | Time: 3594.67 ms [2022-02-06 10:33:12 main:574] : INFO : Epoch 1707 | loss: 0.0311874 | val_loss: 0.0311866 | Time: 3591.95 ms [2022-02-06 10:33:16 main:574] : INFO : Epoch 1708 | loss: 0.0311871 | val_loss: 0.0311858 | Time: 3669.68 ms [2022-02-06 10:33:19 main:574] : INFO : Epoch 1709 | loss: 0.0311888 | val_loss: 0.0311872 | Time: 3609.28 ms [2022-02-06 10:33:23 main:574] : INFO : Epoch 1710 | loss: 0.0311878 | val_loss: 0.0311855 | Time: 3528.94 ms [2022-02-06 10:33:27 main:574] : INFO : Epoch 1711 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 3481.12 ms [2022-02-06 10:33:40 main:574] : INFO : Epoch 1712 | loss: 0.0311904 | val_loss: 0.0311924 | Time: 13517.5 ms [2022-02-06 10:33:43 main:574] : INFO : Epoch 1713 | loss: 0.0311887 | val_loss: 0.0311904 | Time: 3131.41 ms [2022-02-06 10:33:47 main:574] : INFO : Epoch 1714 | loss: 0.031189 | val_loss: 0.0311857 | Time: 3195.58 ms [2022-02-06 10:33:50 main:574] : INFO : Epoch 1715 | loss: 0.0311881 | val_loss: 0.0311837 | Time: 3263.21 ms [2022-02-06 10:33:54 main:574] : INFO : Epoch 1716 | loss: 0.0311863 | val_loss: 0.0311848 | Time: 3532.67 ms [2022-02-06 10:33:58 main:574] : INFO : Epoch 1717 | loss: 0.0311863 | val_loss: 0.0311843 | Time: 3535.6 ms [2022-02-06 10:34:01 main:574] : INFO : Epoch 1718 | loss: 0.0311859 | val_loss: 0.0311833 | Time: 3632.11 ms [2022-02-06 10:34:05 main:574] : INFO : Epoch 1719 | loss: 0.0311869 | val_loss: 0.0311881 | Time: 3552.37 ms [2022-02-06 10:34:19 main:574] : INFO : Epoch 1720 | loss: 0.0311865 | val_loss: 0.0311841 | Time: 13777.3 ms [2022-02-06 10:34:22 main:574] : INFO : Epoch 1721 | loss: 0.0311865 | val_loss: 0.0311846 | Time: 3058.19 ms [2022-02-06 10:34:25 main:574] : INFO : Epoch 1722 | loss: 0.0311882 | val_loss: 0.0311851 | Time: 3180.16 ms [2022-02-06 10:34:29 main:574] : INFO : Epoch 1723 | loss: 0.031186 | val_loss: 0.0311845 | Time: 3147.32 ms [2022-02-06 10:34:32 main:574] : INFO : Epoch 1724 | loss: 0.0311873 | val_loss: 0.0311841 | Time: 3544.98 ms [2022-02-06 10:34:36 main:574] : INFO : Epoch 1725 | loss: 0.0311953 | val_loss: 0.0311833 | Time: 3661.31 ms [2022-02-06 10:34:39 main:574] : INFO : Epoch 1726 | loss: 0.0311919 | val_loss: 0.0311865 | Time: 3584.48 ms [2022-02-06 10:34:43 main:574] : INFO : Epoch 1727 | loss: 0.0311922 | val_loss: 0.0311866 | Time: 3552.17 ms [2022-02-06 10:34:47 main:574] : INFO : Epoch 1728 | loss: 0.0311912 | val_loss: 0.0311873 | Time: 3541.53 ms [2022-02-06 10:34:51 main:574] : INFO : Epoch 1729 | loss: 0.0311871 | val_loss: 0.0311825 | Time: 3538.13 ms [2022-02-06 10:34:54 main:574] : INFO : Epoch 1730 | loss: 0.0311895 | val_loss: 0.0312059 | Time: 3526.4 ms [2022-02-06 10:34:58 main:574] : INFO : Epoch 1731 | loss: 0.0311931 | val_loss: 0.0311878 | Time: 3468.34 ms [2022-02-06 10:35:01 main:574] : INFO : Epoch 1732 | loss: 0.0311886 | val_loss: 0.0311884 | Time: 3552.88 ms [2022-02-06 10:35:05 main:574] : INFO : Epoch 1733 | loss: 0.0311904 | val_loss: 0.0311864 | Time: 3632.79 ms [2022-02-06 10:35:09 main:574] : INFO : Epoch 1734 | loss: 0.0311884 | val_loss: 0.0311862 | Time: 3550.37 ms [2022-02-06 10:35:12 main:574] : INFO : Epoch 1735 | loss: 0.0311863 | val_loss: 0.0311869 | Time: 3558.2 ms [2022-02-06 10:35:16 main:574] : INFO : Epoch 1736 | loss: 0.0311887 | val_loss: 0.0311938 | Time: 3511.54 ms [2022-02-06 10:35:30 main:574] : INFO : Epoch 1737 | loss: 0.0311885 | val_loss: 0.0311882 | Time: 13552.4 ms [2022-02-06 10:35:33 main:574] : INFO : Epoch 1738 | loss: 0.0311878 | val_loss: 0.0311839 | Time: 3166.02 ms [2022-02-06 10:35:37 main:574] : INFO : Epoch 1739 | loss: 0.0311888 | val_loss: 0.031188 | Time: 3205.85 ms [2022-02-06 10:35:40 main:574] : INFO : Epoch 1740 | loss: 0.0311871 | val_loss: 0.0311843 | Time: 3344.25 ms [2022-02-06 10:35:44 main:574] : INFO : Epoch 1741 | loss: 0.0311865 | val_loss: 0.0311845 | Time: 3524.38 ms [2022-02-06 10:35:47 main:574] : INFO : Epoch 1742 | loss: 0.0311863 | val_loss: 0.0311866 | Time: 3515.48 ms [2022-02-06 10:35:51 main:574] : INFO : Epoch 1743 | loss: 0.0311856 | val_loss: 0.0311894 | Time: 3494.16 ms [2022-02-06 10:35:55 main:574] : INFO : Epoch 1744 | loss: 0.0311938 | val_loss: 0.0312027 | Time: 3634.54 ms [2022-02-06 10:35:58 main:574] : INFO : Epoch 1745 | loss: 0.0311889 | val_loss: 0.0311882 | Time: 3509.41 ms [2022-02-06 10:36:02 main:574] : INFO : Epoch 1746 | loss: 0.0311864 | val_loss: 0.0311849 | Time: 3599.5 ms [2022-02-06 10:36:06 main:574] : INFO : Epoch 1747 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 3570.58 ms [2022-02-06 10:36:10 main:574] : INFO : Epoch 1748 | loss: 0.0311876 | val_loss: 0.0312022 | Time: 3574.54 ms [2022-02-06 10:36:13 main:574] : INFO : Epoch 1749 | loss: 0.0311863 | val_loss: 0.031192 | Time: 3426.14 ms [2022-02-06 10:36:17 main:574] : INFO : Epoch 1750 | loss: 0.0311845 | val_loss: 0.0311864 | Time: 3622.38 ms [2022-02-06 10:36:31 main:574] : INFO : Epoch 1751 | loss: 0.0311838 | val_loss: 0.0311877 | Time: 13798.5 ms [2022-02-06 10:36:34 main:574] : INFO : Epoch 1752 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 3112.99 ms [2022-02-06 10:36:38 main:574] : INFO : Epoch 1753 | loss: 0.0311836 | val_loss: 0.0311902 | Time: 3195.16 ms [2022-02-06 10:36:42 main:574] : INFO : Epoch 1754 | loss: 0.0311868 | val_loss: 0.0311847 | Time: 3191.31 ms [2022-02-06 10:36:45 main:574] : INFO : Epoch 1755 | loss: 0.031184 | val_loss: 0.0311882 | Time: 3622.29 ms [2022-02-06 10:36:49 main:574] : INFO : Epoch 1756 | loss: 0.031185 | val_loss: 0.0311885 | Time: 3526.59 ms [2022-02-06 10:36:52 main:574] : INFO : Epoch 1757 | loss: 0.0311826 | val_loss: 0.0311858 | Time: 3552.05 ms [2022-02-06 10:36:56 main:574] : INFO : Epoch 1758 | loss: 0.031182 | val_loss: 0.0311876 | Time: 3484.68 ms [2022-02-06 10:37:01 main:574] : INFO : Epoch 1759 | loss: 0.0311897 | val_loss: 0.0312074 | Time: 3632.98 ms [2022-02-06 10:37:04 main:574] : INFO : Epoch 1760 | loss: 0.0311906 | val_loss: 0.0311825 | Time: 3475.09 ms [2022-02-06 10:37:08 main:574] : INFO : Epoch 1761 | loss: 0.0311851 | val_loss: 0.0311856 | Time: 3418.41 ms [2022-02-06 10:37:22 main:574] : INFO : Epoch 1762 | loss: 0.0311833 | val_loss: 0.0311836 | Time: 13537.7 ms [2022-02-06 10:37:25 main:574] : INFO : Epoch 1763 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 3189.34 ms [2022-02-06 10:37:29 main:574] : INFO : Epoch 1764 | loss: 0.0311872 | val_loss: 0.0311948 | Time: 3178.45 ms [2022-02-06 10:37:32 main:574] : INFO : Epoch 1765 | loss: 0.0311868 | val_loss: 0.0311827 | Time: 3448.91 ms [2022-02-06 10:37:36 main:574] : INFO : Epoch 1766 | loss: 0.0311894 | val_loss: 0.0311971 | Time: 3483 ms [2022-02-06 10:37:39 main:574] : INFO : Epoch 1767 | loss: 0.0311875 | val_loss: 0.0311823 | Time: 3498.52 ms [2022-02-06 10:37:44 main:574] : INFO : Epoch 1768 | loss: 0.0311863 | val_loss: 0.0311945 | Time: 3562.33 ms [2022-02-06 10:37:47 main:574] : INFO : Epoch 1769 | loss: 0.0311902 | val_loss: 0.0311863 | Time: 3573.99 ms [2022-02-06 10:37:51 main:574] : INFO : Epoch 1770 | loss: 0.0311957 | val_loss: 0.0311877 | Time: 3535.33 ms [2022-02-06 10:37:54 main:574] : INFO : Epoch 1771 | loss: 0.0311919 | val_loss: 0.0311869 | Time: 3635.61 ms [2022-02-06 10:37:58 main:574] : INFO : Epoch 1772 | loss: 0.0311857 | val_loss: 0.0311862 | Time: 3491.66 ms [2022-02-06 10:38:02 main:574] : INFO : Epoch 1773 | loss: 0.0311828 | val_loss: 0.0311828 | Time: 3561.87 ms [2022-02-06 10:38:06 main:574] : INFO : Epoch 1774 | loss: 0.0311893 | val_loss: 0.0311915 | Time: 3470.54 ms [2022-02-06 10:38:10 main:574] : INFO : Epoch 1775 | loss: 0.0311836 | val_loss: 0.0311831 | Time: 3531.68 ms [2022-02-06 10:38:13 main:574] : INFO : Epoch 1776 | loss: 0.031182 | val_loss: 0.0311839 | Time: 3590.32 ms [2022-02-06 10:38:17 main:574] : INFO : Epoch 1777 | loss: 0.031182 | val_loss: 0.0311836 | Time: 3674.74 ms [2022-02-06 10:38:31 main:574] : INFO : Epoch 1778 | loss: 0.0311816 | val_loss: 0.0311826 | Time: 13457.6 ms [2022-02-06 10:38:35 main:574] : INFO : Epoch 1779 | loss: 0.0311834 | val_loss: 0.0311891 | Time: 3149.3 ms [2022-02-06 10:38:38 main:574] : INFO : Epoch 1780 | loss: 0.0311861 | val_loss: 0.0311821 | Time: 3157.46 ms [2022-02-06 10:38:41 main:574] : INFO : Epoch 1781 | loss: 0.031185 | val_loss: 0.0311888 | Time: 3219.41 ms [2022-02-06 10:38:45 main:574] : INFO : Epoch 1782 | loss: 0.0311851 | val_loss: 0.0311826 | Time: 3430.09 ms [2022-02-06 10:38:49 main:574] : INFO : Epoch 1783 | loss: 0.0311819 | val_loss: 0.0311845 | Time: 3400.15 ms [2022-02-06 10:38:53 main:574] : INFO : Epoch 1784 | loss: 0.0311833 | val_loss: 0.0311944 | Time: 3546.52 ms [2022-02-06 10:38:56 main:574] : INFO : Epoch 1785 | loss: 0.0311854 | val_loss: 0.0311851 | Time: 3395.88 ms [2022-02-06 10:39:00 main:574] : INFO : Epoch 1786 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 3585.84 ms [2022-02-06 10:39:04 main:574] : INFO : Epoch 1787 | loss: 0.0311907 | val_loss: 0.0312179 | Time: 3520.19 ms [2022-02-06 10:39:07 main:574] : INFO : Epoch 1788 | loss: 0.0311899 | val_loss: 0.0311878 | Time: 3535.84 ms [2022-02-06 10:39:11 main:574] : INFO : Epoch 1789 | loss: 0.0311844 | val_loss: 0.0311823 | Time: 3525.45 ms [2022-02-06 10:39:25 main:574] : INFO : Epoch 1790 | loss: 0.0311825 | val_loss: 0.0311832 | Time: 3295.02 ms [2022-02-06 10:39:28 main:574] : INFO : Epoch 1791 | loss: 0.031185 | val_loss: 0.0311882 | Time: 3160.27 ms [2022-02-06 10:39:31 main:574] : INFO : Epoch 1792 | loss: 0.0311849 | val_loss: 0.0311798 | Time: 3072.73 ms [2022-02-06 10:39:34 main:574] : INFO : Epoch 1793 | loss: 0.0311815 | val_loss: 0.0311806 | Time: 3448.79 ms [2022-02-06 10:39:38 main:574] : INFO : Epoch 1794 | loss: 0.031182 | val_loss: 0.0311813 | Time: 3506.24 ms [2022-02-06 10:39:42 main:574] : INFO : Epoch 1795 | loss: 0.0311831 | val_loss: 0.0311904 | Time: 3543.68 ms [2022-02-06 10:39:45 main:574] : INFO : Epoch 1796 | loss: 0.0311846 | val_loss: 0.0311825 | Time: 3616.78 ms [2022-02-06 10:39:49 main:574] : INFO : Epoch 1797 | loss: 0.0311829 | val_loss: 0.031181 | Time: 3495.67 ms [2022-02-06 10:39:53 main:574] : INFO : Epoch 1798 | loss: 0.0311804 | val_loss: 0.0311926 | Time: 3648.34 ms [2022-02-06 10:39:56 main:574] : INFO : Epoch 1799 | loss: 0.0311865 | val_loss: 0.0312016 | Time: 3545.75 ms [2022-02-06 10:40:00 main:574] : INFO : Epoch 1800 | loss: 0.0311839 | val_loss: 0.0311802 | Time: 3525.48 ms [2022-02-06 10:40:04 main:574] : INFO : Epoch 1801 | loss: 0.0311815 | val_loss: 0.0311799 | Time: 3504.72 ms [2022-02-06 10:40:08 main:574] : INFO : Epoch 1802 | loss: 0.0311799 | val_loss: 0.0311837 | Time: 3618.67 ms [2022-02-06 10:40:22 main:574] : INFO : Epoch 1803 | loss: 0.0311819 | val_loss: 0.0311803 | Time: 13712 ms [2022-02-06 10:40:25 main:574] : INFO : Epoch 1804 | loss: 0.0311802 | val_loss: 0.0311805 | Time: 3353.83 ms [2022-02-06 10:40:29 main:574] : INFO : Epoch 1805 | loss: 0.0311796 | val_loss: 0.0311832 | Time: 3205.31 ms [2022-02-06 10:40:32 main:574] : INFO : Epoch 1806 | loss: 0.0311873 | val_loss: 0.0311889 | Time: 3279.15 ms [2022-02-06 10:40:36 main:574] : INFO : Epoch 1807 | loss: 0.0311828 | val_loss: 0.0311805 | Time: 3566.96 ms [2022-02-06 10:40:40 main:574] : INFO : Epoch 1808 | loss: 0.0311842 | val_loss: 0.0311827 | Time: 3469.76 ms [2022-02-06 10:40:43 main:574] : INFO : Epoch 1809 | loss: 0.0311798 | val_loss: 0.03118 | Time: 3543.39 ms [2022-02-06 10:40:47 main:574] : INFO : Epoch 1810 | loss: 0.031183 | val_loss: 0.0311894 | Time: 3640.93 ms [2022-02-06 10:40:51 main:574] : INFO : Epoch 1811 | loss: 0.0311853 | val_loss: 0.0311841 | Time: 3575.88 ms [2022-02-06 10:40:55 main:574] : INFO : Epoch 1812 | loss: 0.0311891 | val_loss: 0.0311798 | Time: 3520.61 ms [2022-02-06 10:40:59 main:574] : INFO : Epoch 1813 | loss: 0.0311887 | val_loss: 0.031191 | Time: 3505.07 ms [2022-02-06 10:41:03 main:574] : INFO : Epoch 1814 | loss: 0.0311858 | val_loss: 0.031183 | Time: 3547.8 ms [2022-02-06 10:41:07 main:574] : INFO : Epoch 1815 | loss: 0.0311807 | val_loss: 0.0311816 | Time: 3818.77 ms [2022-02-06 10:41:10 main:574] : INFO : Epoch 1816 | loss: 0.0311894 | val_loss: 0.03118 | Time: 3501.89 ms [2022-02-06 10:41:24 main:574] : INFO : Epoch 1817 | loss: 0.0311835 | val_loss: 0.0311847 | Time: 13752.5 ms [2022-02-06 10:41:27 main:574] : INFO : Epoch 1818 | loss: 0.0311807 | val_loss: 0.0311864 | Time: 3139.67 ms [2022-02-06 10:41:30 main:574] : INFO : Epoch 1819 | loss: 0.0311807 | val_loss: 0.0311789 | Time: 3192.62 ms [2022-02-06 10:41:34 main:574] : INFO : Epoch 1820 | loss: 0.0311809 | val_loss: 0.0311793 | Time: 3259.01 ms [2022-02-06 10:41:37 main:574] : INFO : Epoch 1821 | loss: 0.0311807 | val_loss: 0.0311896 | Time: 3537.73 ms [2022-02-06 10:41:41 main:574] : INFO : Epoch 1822 | loss: 0.0311814 | val_loss: 0.031181 | Time: 3553.71 ms [2022-02-06 10:41:45 main:574] : INFO : Epoch 1823 | loss: 0.0311868 | val_loss: 0.0311813 | Time: 3555.73 ms [2022-02-06 10:41:48 main:574] : INFO : Epoch 1824 | loss: 0.03119 | val_loss: 0.0311912 | Time: 3560.05 ms [2022-02-06 10:41:52 main:574] : INFO : Epoch 1825 | loss: 0.031181 | val_loss: 0.0311804 | Time: 3474.56 ms [2022-02-06 10:41:56 main:574] : INFO : Epoch 1826 | loss: 0.0311791 | val_loss: 0.0311931 | Time: 3503.79 ms [2022-02-06 10:41:59 main:574] : INFO : Epoch 1827 | loss: 0.0311859 | val_loss: 0.0311801 | Time: 3486.92 ms [2022-02-06 10:42:03 main:574] : INFO : Epoch 1828 | loss: 0.0311829 | val_loss: 0.0311827 | Time: 3479.24 ms [2022-02-06 10:42:07 main:574] : INFO : Epoch 1829 | loss: 0.0311875 | val_loss: 0.0311865 | Time: 3551.73 ms [2022-02-06 10:42:11 main:574] : INFO : Epoch 1830 | loss: 0.0311816 | val_loss: 0.0311812 | Time: 3599.63 ms [2022-02-06 10:42:14 main:574] : INFO : Epoch 1831 | loss: 0.0311792 | val_loss: 0.0311949 | Time: 3532.68 ms [2022-02-06 10:42:18 main:574] : INFO : Epoch 1832 | loss: 0.0311791 | val_loss: 0.0311825 | Time: 3718.18 ms [2022-02-06 10:42:22 main:574] : INFO : Epoch 1833 | loss: 0.0311805 | val_loss: 0.0311831 | Time: 3523.47 ms [2022-02-06 10:42:35 main:574] : INFO : Epoch 1834 | loss: 0.0311812 | val_loss: 0.0311815 | Time: 13482.6 ms [2022-02-06 10:42:38 main:574] : INFO : Epoch 1835 | loss: 0.0311807 | val_loss: 0.0311822 | Time: 3095.59 ms [2022-02-06 10:42:42 main:574] : INFO : Epoch 1836 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 3165 ms [2022-02-06 10:42:45 main:574] : INFO : Epoch 1837 | loss: 0.0311813 | val_loss: 0.0311804 | Time: 3264.6 ms [2022-02-06 10:42:48 main:574] : INFO : Epoch 1838 | loss: 0.0311807 | val_loss: 0.0311814 | Time: 3562.06 ms [2022-02-06 10:42:53 main:574] : INFO : Epoch 1839 | loss: 0.0311868 | val_loss: 0.0311854 | Time: 3567.13 ms [2022-02-06 10:42:56 main:574] : INFO : Epoch 1840 | loss: 0.0311821 | val_loss: 0.0311801 | Time: 3471.18 ms [2022-02-06 10:43:00 main:574] : INFO : Epoch 1841 | loss: 0.031179 | val_loss: 0.0311811 | Time: 3616.58 ms [2022-02-06 10:43:05 main:574] : INFO : Epoch 1842 | loss: 0.0311782 | val_loss: 0.0311827 | Time: 3634.66 ms [2022-02-06 10:43:08 main:574] : INFO : Epoch 1843 | loss: 0.0311811 | val_loss: 0.0311861 | Time: 3552.4 ms [2022-02-06 10:43:12 main:574] : INFO : Epoch 1844 | loss: 0.0311837 | val_loss: 0.031181 | Time: 3553.21 ms [2022-02-06 10:43:15 main:574] : INFO : Epoch 1845 | loss: 0.0311794 | val_loss: 0.0311922 | Time: 3495.14 ms [2022-02-06 10:43:19 main:574] : INFO : Epoch 1846 | loss: 0.0311826 | val_loss: 0.0311799 | Time: 3499 ms [2022-02-06 10:43:23 main:574] : INFO : Epoch 1847 | loss: 0.031178 | val_loss: 0.0311809 | Time: 3566.03 ms [2022-02-06 10:43:27 main:574] : INFO : Epoch 1848 | loss: 0.031178 | val_loss: 0.031181 | Time: 3569.97 ms [2022-02-06 10:43:31 main:574] : INFO : Epoch 1849 | loss: 0.0311809 | val_loss: 0.0311843 | Time: 3504.25 ms [2022-02-06 10:43:34 main:574] : INFO : Epoch 1850 | loss: 0.0311804 | val_loss: 0.0311807 | Time: 3613.23 ms [2022-02-06 10:43:38 main:574] : INFO : Epoch 1851 | loss: 0.0311834 | val_loss: 0.0311907 | Time: 3506.55 ms [2022-02-06 10:43:41 main:574] : INFO : Epoch 1852 | loss: 0.0311999 | val_loss: 0.0312018 | Time: 3501.68 ms [2022-02-06 10:43:45 main:574] : INFO : Epoch 1853 | loss: 0.0312 | val_loss: 0.0311932 | Time: 3524.18 ms [2022-02-06 10:43:49 main:574] : INFO : Epoch 1854 | loss: 0.0311965 | val_loss: 0.0311892 | Time: 3593.09 ms [2022-02-06 10:43:53 main:574] : INFO : Epoch 1855 | loss: 0.0311958 | val_loss: 0.0311878 | Time: 3660.77 ms [2022-02-06 10:43:57 main:574] : INFO : Epoch 1856 | loss: 0.031194 | val_loss: 0.0311851 | Time: 3509.24 ms [2022-02-06 10:44:00 main:574] : INFO : Epoch 1857 | loss: 0.0311926 | val_loss: 0.0311858 | Time: 3540.47 ms [2022-02-06 10:44:04 main:574] : INFO : Epoch 1858 | loss: 0.0311918 | val_loss: 0.0311822 | Time: 3529.99 ms [2022-02-06 10:44:17 main:574] : INFO : Epoch 1859 | loss: 0.0311894 | val_loss: 0.0311832 | Time: 13463.7 ms [2022-02-06 10:44:20 main:574] : INFO : Epoch 1860 | loss: 0.0311898 | val_loss: 0.0311858 | Time: 3078.03 ms [2022-02-06 10:44:24 main:574] : INFO : Epoch 1861 | loss: 0.0311927 | val_loss: 0.0311832 | Time: 3129.77 ms [2022-02-06 10:44:27 main:574] : INFO : Epoch 1862 | loss: 0.0311926 | val_loss: 0.0311982 | Time: 3217.71 ms [2022-02-06 10:44:30 main:574] : INFO : Epoch 1863 | loss: 0.0311966 | val_loss: 0.0311926 | Time: 3499.8 ms [2022-02-06 10:44:34 main:574] : INFO : Epoch 1864 | loss: 0.0311932 | val_loss: 0.0311995 | Time: 3577.03 ms [2022-02-06 10:44:38 main:574] : INFO : Epoch 1865 | loss: 0.0311892 | val_loss: 0.0311857 | Time: 3605.75 ms [2022-02-06 10:44:41 main:574] : INFO : Epoch 1866 | loss: 0.0311914 | val_loss: 0.0311866 | Time: 3484.2 ms [2022-02-06 10:44:45 main:574] : INFO : Epoch 1867 | loss: 0.0311914 | val_loss: 0.0311858 | Time: 3586.84 ms [2022-02-06 10:44:49 main:574] : INFO : Epoch 1868 | loss: 0.0311905 | val_loss: 0.0311927 | Time: 3524.7 ms [2022-02-06 10:44:52 main:574] : INFO : Epoch 1869 | loss: 0.0311911 | val_loss: 0.0311925 | Time: 3550.25 ms [2022-02-06 10:44:56 main:574] : INFO : Epoch 1870 | loss: 0.0311874 | val_loss: 0.0311795 | Time: 3524.42 ms [2022-02-06 10:45:00 main:574] : INFO : Epoch 1871 | loss: 0.0311903 | val_loss: 0.0311915 | Time: 3610.16 ms [2022-02-06 10:45:03 main:574] : INFO : Epoch 1872 | loss: 0.0311931 | val_loss: 0.0311837 | Time: 3595.52 ms [2022-02-06 10:45:17 main:574] : INFO : Epoch 1873 | loss: 0.0311883 | val_loss: 0.0311787 | Time: 13512.6 ms [2022-02-06 10:45:20 main:574] : INFO : Epoch 1874 | loss: 0.0311863 | val_loss: 0.0311908 | Time: 3171.4 ms [2022-02-06 10:45:24 main:574] : INFO : Epoch 1875 | loss: 0.0311853 | val_loss: 0.0311844 | Time: 3241.88 ms [2022-02-06 10:45:27 main:574] : INFO : Epoch 1876 | loss: 0.0311855 | val_loss: 0.0311864 | Time: 3345.72 ms [2022-02-06 10:45:31 main:574] : INFO : Epoch 1877 | loss: 0.031186 | val_loss: 0.031181 | Time: 3581.63 ms [2022-02-06 10:45:35 main:574] : INFO : Epoch 1878 | loss: 0.0311854 | val_loss: 0.0311771 | Time: 3512.05 ms [2022-02-06 10:45:39 main:574] : INFO : Epoch 1879 | loss: 0.0311806 | val_loss: 0.0311777 | Time: 3506.23 ms [2022-02-06 10:45:42 main:574] : INFO : Epoch 1880 | loss: 0.0311804 | val_loss: 0.0311779 | Time: 3532.69 ms [2022-02-06 10:45:46 main:574] : INFO : Epoch 1881 | loss: 0.0311824 | val_loss: 0.031176 | Time: 3537.52 ms [2022-02-06 10:45:49 main:574] : INFO : Epoch 1882 | loss: 0.031184 | val_loss: 0.0311756 | Time: 3515.07 ms [2022-02-06 10:45:53 main:574] : INFO : Epoch 1883 | loss: 0.0311793 | val_loss: 0.0311758 | Time: 3528.19 ms [2022-02-06 10:45:57 main:574] : INFO : Epoch 1884 | loss: 0.0311815 | val_loss: 0.0311804 | Time: 3456.04 ms [2022-02-06 10:46:01 main:574] : INFO : Epoch 1885 | loss: 0.0311835 | val_loss: 0.0311763 | Time: 3509.18 ms [2022-02-06 10:46:05 main:574] : INFO : Epoch 1886 | loss: 0.0311813 | val_loss: 0.031177 | Time: 3643.21 ms [2022-02-06 10:46:09 main:574] : INFO : Epoch 1887 | loss: 0.0311834 | val_loss: 0.0311853 | Time: 3523.89 ms [2022-02-06 10:46:13 main:574] : INFO : Epoch 1888 | loss: 0.0311834 | val_loss: 0.0311804 | Time: 3633.51 ms [2022-02-06 10:46:27 main:574] : INFO : Epoch 1889 | loss: 0.0311837 | val_loss: 0.0311779 | Time: 13580.7 ms [2022-02-06 10:46:30 main:574] : INFO : Epoch 1890 | loss: 0.0311792 | val_loss: 0.0311877 | Time: 3143.08 ms [2022-02-06 10:46:34 main:574] : INFO : Epoch 1891 | loss: 0.0311881 | val_loss: 0.0311788 | Time: 3191.16 ms [2022-02-06 10:46:37 main:574] : INFO : Epoch 1892 | loss: 0.0311787 | val_loss: 0.0311759 | Time: 3108.86 ms [2022-02-06 10:46:40 main:574] : INFO : Epoch 1893 | loss: 0.0311805 | val_loss: 0.0311771 | Time: 3459.77 ms [2022-02-06 10:46:44 main:574] : INFO : Epoch 1894 | loss: 0.0311787 | val_loss: 0.0311749 | Time: 3538.35 ms [2022-02-06 10:46:48 main:574] : INFO : Epoch 1895 | loss: 0.0311794 | val_loss: 0.0311795 | Time: 3519.63 ms [2022-02-06 10:46:51 main:574] : INFO : Epoch 1896 | loss: 0.0311792 | val_loss: 0.0311759 | Time: 3558.09 ms [2022-02-06 10:46:55 main:574] : INFO : Epoch 1897 | loss: 0.0311757 | val_loss: 0.0311789 | Time: 3627.07 ms [2022-02-06 10:46:59 main:574] : INFO : Epoch 1898 | loss: 0.0311793 | val_loss: 0.0311755 | Time: 3605.97 ms [2022-02-06 10:47:02 main:574] : INFO : Epoch 1899 | loss: 0.0311772 | val_loss: 0.0311737 | Time: 3499.75 ms [2022-02-06 10:47:06 main:574] : INFO : Epoch 1900 | loss: 0.03118 | val_loss: 0.0311777 | Time: 3552.47 ms [2022-02-06 10:47:10 main:574] : INFO : Epoch 1901 | loss: 0.0311782 | val_loss: 0.0311736 | Time: 3633.33 ms [2022-02-06 10:47:13 main:574] : INFO : Epoch 1902 | loss: 0.031175 | val_loss: 0.0311739 | Time: 3540.67 ms [2022-02-06 10:47:17 main:574] : INFO : Epoch 1903 | loss: 0.0311762 | val_loss: 0.0311766 | Time: 3562.66 ms [2022-02-06 10:47:21 main:574] : INFO : Epoch 1904 | loss: 0.0311747 | val_loss: 0.0311775 | Time: 3535.61 ms [2022-02-06 10:47:25 main:574] : INFO : Epoch 1905 | loss: 0.0311744 | val_loss: 0.0311759 | Time: 3506.78 ms [2022-02-06 10:47:39 main:574] : INFO : Epoch 1906 | loss: 0.0311786 | val_loss: 0.0311762 | Time: 13451.9 ms [2022-02-06 10:47:42 main:574] : INFO : Epoch 1907 | loss: 0.031174 | val_loss: 0.0311736 | Time: 3102.18 ms [2022-02-06 10:47:45 main:574] : INFO : Epoch 1908 | loss: 0.0311751 | val_loss: 0.031176 | Time: 3152.79 ms [2022-02-06 10:47:48 main:574] : INFO : Epoch 1909 | loss: 0.0311797 | val_loss: 0.0311939 | Time: 3312.25 ms [2022-02-06 10:47:53 main:574] : INFO : Epoch 1910 | loss: 0.0311784 | val_loss: 0.0311758 | Time: 3623.06 ms [2022-02-06 10:47:57 main:574] : INFO : Epoch 1911 | loss: 0.0311742 | val_loss: 0.0311736 | Time: 3492.88 ms [2022-02-06 10:48:00 main:574] : INFO : Epoch 1912 | loss: 0.0311807 | val_loss: 0.0311789 | Time: 3568.61 ms [2022-02-06 10:48:04 main:574] : INFO : Epoch 1913 | loss: 0.0311764 | val_loss: 0.0311747 | Time: 3461.06 ms [2022-02-06 10:48:18 main:574] : INFO : Epoch 1914 | loss: 0.0311721 | val_loss: 0.0311723 | Time: 13784.6 ms [2022-02-06 10:48:21 main:574] : INFO : Epoch 1915 | loss: 0.031172 | val_loss: 0.0311716 | Time: 3187.11 ms [2022-02-06 10:48:24 main:574] : INFO : Epoch 1916 | loss: 0.0311761 | val_loss: 0.031174 | Time: 3170.8 ms [2022-02-06 10:48:28 main:574] : INFO : Epoch 1917 | loss: 0.0311754 | val_loss: 0.0311732 | Time: 3347.03 ms [2022-02-06 10:48:32 main:574] : INFO : Epoch 1918 | loss: 0.0311809 | val_loss: 0.0311895 | Time: 3534.65 ms [2022-02-06 10:48:35 main:574] : INFO : Epoch 1919 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 3597.79 ms [2022-02-06 10:48:39 main:574] : INFO : Epoch 1920 | loss: 0.0311767 | val_loss: 0.0311834 | Time: 3652.54 ms [2022-02-06 10:48:43 main:574] : INFO : Epoch 1921 | loss: 0.0311775 | val_loss: 0.0311747 | Time: 3594.3 ms [2022-02-06 10:48:47 main:574] : INFO : Epoch 1922 | loss: 0.0311739 | val_loss: 0.0311739 | Time: 3547.34 ms [2022-02-06 10:48:51 main:574] : INFO : Epoch 1923 | loss: 0.0311734 | val_loss: 0.0311715 | Time: 3489.89 ms [2022-02-06 10:48:54 main:574] : INFO : Epoch 1924 | loss: 0.0311701 | val_loss: 0.0311713 | Time: 3506.92 ms [2022-02-06 10:48:58 main:574] : INFO : Epoch 1925 | loss: 0.0311697 | val_loss: 0.0311717 | Time: 3494.63 ms [2022-02-06 10:49:01 main:574] : INFO : Epoch 1926 | loss: 0.0311719 | val_loss: 0.031179 | Time: 3513.82 ms [2022-02-06 10:49:05 main:574] : INFO : Epoch 1927 | loss: 0.0311813 | val_loss: 0.0311785 | Time: 3574.53 ms [2022-02-06 10:49:19 main:574] : INFO : Epoch 1928 | loss: 0.0311746 | val_loss: 0.0311713 | Time: 13805.4 ms [2022-02-06 10:49:22 main:574] : INFO : Epoch 1929 | loss: 0.0311724 | val_loss: 0.0311724 | Time: 3174.67 ms [2022-02-06 10:49:26 main:574] : INFO : Epoch 1930 | loss: 0.031176 | val_loss: 0.0311693 | Time: 3234.44 ms [2022-02-06 10:49:30 main:574] : INFO : Epoch 1931 | loss: 0.0311721 | val_loss: 0.0311733 | Time: 3374.27 ms [2022-02-06 10:49:33 main:574] : INFO : Epoch 1932 | loss: 0.0311714 | val_loss: 0.03117 | Time: 3596.14 ms [2022-02-06 10:49:37 main:574] : INFO : Epoch 1933 | loss: 0.0311691 | val_loss: 0.0311697 | Time: 3511.86 ms [2022-02-06 10:49:40 main:574] : INFO : Epoch 1934 | loss: 0.0311715 | val_loss: 0.0311752 | Time: 3549.55 ms [2022-02-06 10:49:44 main:574] : INFO : Epoch 1935 | loss: 0.0311689 | val_loss: 0.0311706 | Time: 3567.86 ms [2022-02-06 10:49:49 main:574] : INFO : Epoch 1936 | loss: 0.0311728 | val_loss: 0.031183 | Time: 3607.43 ms [2022-02-06 10:49:53 main:574] : INFO : Epoch 1937 | loss: 0.0311806 | val_loss: 0.0311747 | Time: 3518.13 ms [2022-02-06 10:49:57 main:574] : INFO : Epoch 1938 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 3525.79 ms [2022-02-06 10:50:01 main:574] : INFO : Epoch 1939 | loss: 0.0311692 | val_loss: 0.0311706 | Time: 3548.09 ms [2022-02-06 10:50:05 main:574] : INFO : Epoch 1940 | loss: 0.0311667 | val_loss: 0.0311785 | Time: 3705.9 ms [2022-02-06 10:50:19 main:574] : INFO : Epoch 1941 | loss: 0.0311691 | val_loss: 0.0311723 | Time: 13853.1 ms [2022-02-06 10:50:22 main:574] : INFO : Epoch 1942 | loss: 0.0311699 | val_loss: 0.0311724 | Time: 3134.18 ms [2022-02-06 10:50:25 main:574] : INFO : Epoch 1943 | loss: 0.0311714 | val_loss: 0.0311713 | Time: 3147.2 ms [2022-02-06 10:50:29 main:574] : INFO : Epoch 1944 | loss: 0.0311695 | val_loss: 0.0311806 | Time: 3228.02 ms [2022-02-06 10:50:32 main:574] : INFO : Epoch 1945 | loss: 0.0311692 | val_loss: 0.0311723 | Time: 3709.94 ms [2022-02-06 10:50:36 main:574] : INFO : Epoch 1946 | loss: 0.0311664 | val_loss: 0.0311706 | Time: 3685.64 ms [2022-02-06 10:50:40 main:574] : INFO : Epoch 1947 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 3580.66 ms [2022-02-06 10:50:44 main:574] : INFO : Epoch 1948 | loss: 0.0311728 | val_loss: 0.031175 | Time: 3634.67 ms [2022-02-06 10:50:48 main:574] : INFO : Epoch 1949 | loss: 0.03117 | val_loss: 0.0311869 | Time: 3559.91 ms [2022-02-06 10:50:51 main:574] : INFO : Epoch 1950 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 3559.02 ms [2022-02-06 10:50:55 main:574] : INFO : Epoch 1951 | loss: 0.0311661 | val_loss: 0.031171 | Time: 3580.09 ms [2022-02-06 10:50:59 main:574] : INFO : Epoch 1952 | loss: 0.0311664 | val_loss: 0.031171 | Time: 3571.09 ms [2022-02-06 10:51:03 main:574] : INFO : Epoch 1953 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 3584.86 ms [2022-02-06 10:51:07 main:574] : INFO : Epoch 1954 | loss: 0.0311691 | val_loss: 0.0311835 | Time: 3693.83 ms [2022-02-06 10:51:20 main:574] : INFO : Epoch 1955 | loss: 0.0311699 | val_loss: 0.0311729 | Time: 13654.2 ms [2022-02-06 10:51:23 main:574] : INFO : Epoch 1956 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 3135.72 ms [2022-02-06 10:51:28 main:574] : INFO : Epoch 1957 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 3270.57 ms [2022-02-06 10:51:31 main:574] : INFO : Epoch 1958 | loss: 0.0311629 | val_loss: 0.0311733 | Time: 3329.92 ms [2022-02-06 10:51:35 main:574] : INFO : Epoch 1959 | loss: 0.0311653 | val_loss: 0.0311709 | Time: 3698.5 ms [2022-02-06 10:51:38 main:574] : INFO : Epoch 1960 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 3570.36 ms [2022-02-06 10:51:42 main:574] : INFO : Epoch 1961 | loss: 0.0311663 | val_loss: 0.0311713 | Time: 3520.83 ms [2022-02-06 10:51:45 main:574] : INFO : Epoch 1962 | loss: 0.0311648 | val_loss: 0.0311744 | Time: 3520.14 ms [2022-02-06 10:51:49 main:574] : INFO : Epoch 1963 | loss: 0.0311643 | val_loss: 0.0311692 | Time: 3463 ms [2022-02-06 10:51:53 main:574] : INFO : Epoch 1964 | loss: 0.0311651 | val_loss: 0.0311744 | Time: 3663.54 ms [2022-02-06 10:51:57 main:574] : INFO : Epoch 1965 | loss: 0.031166 | val_loss: 0.031179 | Time: 3582.46 ms [2022-02-06 10:52:00 main:574] : INFO : Epoch 1966 | loss: 0.0311675 | val_loss: 0.0311754 | Time: 3513.89 ms [2022-02-06 10:52:05 main:574] : INFO : Epoch 1967 | loss: 0.0311661 | val_loss: 0.0311709 | Time: 3515.27 ms [2022-02-06 10:52:09 main:574] : INFO : Epoch 1968 | loss: 0.0311639 | val_loss: 0.0311746 | Time: 3639.15 ms [2022-02-06 10:52:13 main:574] : INFO : Epoch 1969 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 3592.33 ms [2022-02-06 10:52:16 main:574] : INFO : Epoch 1970 | loss: 0.0311673 | val_loss: 0.0311751 | Time: 3525.86 ms [2022-02-06 10:52:30 main:574] : INFO : Epoch 1971 | loss: 0.031178 | val_loss: 0.0311909 | Time: 13707.2 ms [2022-02-06 10:52:33 main:574] : INFO : Epoch 1972 | loss: 0.0311781 | val_loss: 0.0311741 | Time: 3090.75 ms [2022-02-06 10:52:36 main:574] : INFO : Epoch 1973 | loss: 0.031172 | val_loss: 0.031173 | Time: 3140.1 ms [2022-02-06 10:52:40 main:574] : INFO : Epoch 1974 | loss: 0.0311676 | val_loss: 0.0311722 | Time: 3239.25 ms [2022-02-06 10:52:43 main:574] : INFO : Epoch 1975 | loss: 0.031166 | val_loss: 0.0311732 | Time: 3626.34 ms [2022-02-06 10:52:47 main:574] : INFO : Epoch 1976 | loss: 0.0311657 | val_loss: 0.0311691 | Time: 3574.36 ms [2022-02-06 10:52:52 main:574] : INFO : Epoch 1977 | loss: 0.0311662 | val_loss: 0.0311717 | Time: 3515.71 ms [2022-02-06 10:52:55 main:574] : INFO : Epoch 1978 | loss: 0.0311673 | val_loss: 0.0311723 | Time: 3475.04 ms [2022-02-06 10:52:59 main:574] : INFO : Epoch 1979 | loss: 0.0311629 | val_loss: 0.0311713 | Time: 3510.33 ms [2022-02-06 10:53:03 main:574] : INFO : Epoch 1980 | loss: 0.0311648 | val_loss: 0.0311714 | Time: 3607.63 ms [2022-02-06 10:53:06 main:574] : INFO : Epoch 1981 | loss: 0.0311653 | val_loss: 0.0311855 | Time: 3454.97 ms [2022-02-06 10:53:10 main:574] : INFO : Epoch 1982 | loss: 0.0311706 | val_loss: 0.0311732 | Time: 3472.86 ms [2022-02-06 10:53:14 main:574] : INFO : Epoch 1983 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 3673.36 ms [2022-02-06 10:53:17 main:574] : INFO : Epoch 1984 | loss: 0.0311669 | val_loss: 0.0311693 | Time: 3605.05 ms [2022-02-06 10:53:21 main:574] : INFO : Epoch 1985 | loss: 0.031168 | val_loss: 0.0311691 | Time: 3554.97 ms [2022-02-06 10:53:25 main:574] : INFO : Epoch 1986 | loss: 0.0311647 | val_loss: 0.0311849 | Time: 3626.97 ms [2022-02-06 10:53:28 main:574] : INFO : Epoch 1987 | loss: 0.0311681 | val_loss: 0.0311724 | Time: 3597.07 ms [2022-02-06 10:53:42 main:574] : INFO : Epoch 1988 | loss: 0.0311665 | val_loss: 0.0311679 | Time: 13422.5 ms [2022-02-06 10:53:46 main:574] : INFO : Epoch 1989 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 3120.73 ms [2022-02-06 10:53:49 main:574] : INFO : Epoch 1990 | loss: 0.0311641 | val_loss: 0.0311753 | Time: 3168.98 ms [2022-02-06 10:53:52 main:574] : INFO : Epoch 1991 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 3425.28 ms [2022-02-06 10:53:56 main:574] : INFO : Epoch 1992 | loss: 0.0311641 | val_loss: 0.0311719 | Time: 3530.1 ms [2022-02-06 10:54:01 main:574] : INFO : Epoch 1993 | loss: 0.0311722 | val_loss: 0.0311734 | Time: 3535.86 ms [2022-02-06 10:54:05 main:574] : INFO : Epoch 1994 | loss: 0.0311632 | val_loss: 0.0311696 | Time: 3624.71 ms [2022-02-06 10:54:08 main:574] : INFO : Epoch 1995 | loss: 0.031159 | val_loss: 0.0311695 | Time: 3551.61 ms [2022-02-06 10:54:13 main:574] : INFO : Epoch 1996 | loss: 0.0311595 | val_loss: 0.0311698 | Time: 3660.57 ms [2022-02-06 10:54:16 main:574] : INFO : Epoch 1997 | loss: 0.0311614 | val_loss: 0.0311762 | Time: 3441.44 ms [2022-02-06 10:54:20 main:574] : INFO : Epoch 1998 | loss: 0.0311617 | val_loss: 0.0311688 | Time: 3532.02 ms [2022-02-06 10:54:23 main:574] : INFO : Epoch 1999 | loss: 0.0311589 | val_loss: 0.0311832 | Time: 3614.24 ms [2022-02-06 10:54:28 main:574] : INFO : Epoch 2000 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 3707.6 ms [2022-02-06 10:54:32 main:574] : INFO : Epoch 2001 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 3600.71 ms [2022-02-06 10:54:36 main:574] : INFO : Epoch 2002 | loss: 0.03116 | val_loss: 0.0311681 | Time: 3675.01 ms [2022-02-06 10:54:39 main:574] : INFO : Epoch 2003 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 3504.35 ms [2022-02-06 10:54:43 main:574] : INFO : Epoch 2004 | loss: 0.0311596 | val_loss: 0.0311675 | Time: 3592.68 ms [2022-02-06 10:54:47 main:574] : INFO : Epoch 2005 | loss: 0.031159 | val_loss: 0.0311708 | Time: 3623.2 ms [2022-02-06 10:54:51 main:574] : INFO : Epoch 2006 | loss: 0.0311606 | val_loss: 0.0311658 | Time: 3617.33 ms [2022-02-06 10:54:55 main:574] : INFO : Epoch 2007 | loss: 0.0311585 | val_loss: 0.0311689 | Time: 3552.72 ms [2022-02-06 10:54:58 main:574] : INFO : Epoch 2008 | loss: 0.031158 | val_loss: 0.0311689 | Time: 3532 ms [2022-02-06 10:55:02 main:574] : INFO : Epoch 2009 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 3823.12 ms [2022-02-06 10:55:06 main:574] : INFO : Epoch 2010 | loss: 0.0311599 | val_loss: 0.0311676 | Time: 3574.07 ms [2022-02-06 10:55:10 main:574] : INFO : Epoch 2011 | loss: 0.0311585 | val_loss: 0.0311662 | Time: 3649.47 ms [2022-02-06 10:55:23 main:574] : INFO : Epoch 2012 | loss: 0.0311586 | val_loss: 0.0311666 | Time: 13543.9 ms [2022-02-06 10:55:26 main:574] : INFO : Epoch 2013 | loss: 0.0311571 | val_loss: 0.0311705 | Time: 3164.26 ms [2022-02-06 10:55:30 main:574] : INFO : Epoch 2014 | loss: 0.0311642 | val_loss: 0.0311703 | Time: 3233.26 ms [2022-02-06 10:55:33 main:574] : INFO : Epoch 2015 | loss: 0.0311625 | val_loss: 0.0311667 | Time: 3194.57 ms [2022-02-06 10:55:37 main:574] : INFO : Epoch 2016 | loss: 0.031163 | val_loss: 0.0311706 | Time: 3572.56 ms [2022-02-06 10:55:40 main:574] : INFO : Epoch 2017 | loss: 0.0311582 | val_loss: 0.0311677 | Time: 3437.62 ms [2022-02-06 10:55:45 main:574] : INFO : Epoch 2018 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 3525.01 ms [2022-02-06 10:55:49 main:574] : INFO : Epoch 2019 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 3579.57 ms [2022-02-06 10:55:53 main:574] : INFO : Epoch 2020 | loss: 0.0311571 | val_loss: 0.0311694 | Time: 3643.72 ms [2022-02-06 10:55:56 main:574] : INFO : Epoch 2021 | loss: 0.0311561 | val_loss: 0.0311673 | Time: 3545.33 ms [2022-02-06 10:56:01 main:574] : INFO : Epoch 2022 | loss: 0.0311582 | val_loss: 0.0311685 | Time: 3608.93 ms [2022-02-06 10:56:05 main:574] : INFO : Epoch 2023 | loss: 0.031158 | val_loss: 0.031182 | Time: 3576.31 ms [2022-02-06 10:56:09 main:574] : INFO : Epoch 2024 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 3804.2 ms [2022-02-06 10:56:23 main:574] : INFO : Epoch 2025 | loss: 0.0311594 | val_loss: 0.0311672 | Time: 13739.1 ms [2022-02-06 10:56:26 main:574] : INFO : Epoch 2026 | loss: 0.0311567 | val_loss: 0.0311701 | Time: 3145.32 ms [2022-02-06 10:56:29 main:574] : INFO : Epoch 2027 | loss: 0.0311583 | val_loss: 0.0311681 | Time: 3128.93 ms [2022-02-06 10:56:33 main:574] : INFO : Epoch 2028 | loss: 0.0311559 | val_loss: 0.0311665 | Time: 3216.6 ms [2022-02-06 10:56:37 main:574] : INFO : Epoch 2029 | loss: 0.0311531 | val_loss: 0.0311734 | Time: 3543.49 ms [2022-02-06 10:56:41 main:574] : INFO : Epoch 2030 | loss: 0.0311581 | val_loss: 0.0311799 | Time: 3547.73 ms [2022-02-06 10:56:45 main:574] : INFO : Epoch 2031 | loss: 0.0311587 | val_loss: 0.0311696 | Time: 3546.15 ms [2022-02-06 10:56:48 main:574] : INFO : Epoch 2032 | loss: 0.0311545 | val_loss: 0.0311702 | Time: 3569.67 ms [2022-02-06 10:56:52 main:574] : INFO : Epoch 2033 | loss: 0.0311529 | val_loss: 0.031167 | Time: 3624.67 ms [2022-02-06 10:56:56 main:574] : INFO : Epoch 2034 | loss: 0.0311529 | val_loss: 0.0311687 | Time: 3721.44 ms [2022-02-06 10:56:59 main:574] : INFO : Epoch 2035 | loss: 0.0311528 | val_loss: 0.0311696 | Time: 3547.04 ms [2022-02-06 10:57:03 main:574] : INFO : Epoch 2036 | loss: 0.0311561 | val_loss: 0.0311722 | Time: 3553.44 ms [2022-02-06 10:57:07 main:574] : INFO : Epoch 2037 | loss: 0.0311533 | val_loss: 0.0311768 | Time: 3546.57 ms [2022-02-06 10:57:10 main:574] : INFO : Epoch 2038 | loss: 0.0311534 | val_loss: 0.0311689 | Time: 3623.53 ms [2022-02-06 10:57:25 main:574] : INFO : Epoch 2039 | loss: 0.0311571 | val_loss: 0.0311833 | Time: 13462.5 ms [2022-02-06 10:57:28 main:574] : INFO : Epoch 2040 | loss: 0.0311564 | val_loss: 0.03117 | Time: 3133.31 ms [2022-02-06 10:57:31 main:574] : INFO : Epoch 2041 | loss: 0.0311538 | val_loss: 0.0311747 | Time: 3154.68 ms [2022-02-06 10:57:35 main:574] : INFO : Epoch 2042 | loss: 0.0311524 | val_loss: 0.0311757 | Time: 3484.83 ms [2022-02-06 10:57:39 main:574] : INFO : Epoch 2043 | loss: 0.0311558 | val_loss: 0.0311681 | Time: 3577.29 ms [2022-02-06 10:57:42 main:574] : INFO : Epoch 2044 | loss: 0.0311542 | val_loss: 0.0311669 | Time: 3564.74 ms [2022-02-06 10:57:46 main:574] : INFO : Epoch 2045 | loss: 0.0311534 | val_loss: 0.0311666 | Time: 3559.46 ms [2022-02-06 10:57:50 main:574] : INFO : Epoch 2046 | loss: 0.0311527 | val_loss: 0.0311717 | Time: 3644.09 ms [2022-02-06 10:57:53 main:574] : INFO : Epoch 2047 | loss: 0.0311613 | val_loss: 0.0311767 | Time: 3617.38 ms [2022-02-06 10:57:57 main:574] : INFO : Epoch 2048 | loss: 0.0311544 | val_loss: 0.0311679 | Time: 3474.67 ms [2022-02-06 10:57:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311679 [2022-02-06 10:57:58 main:603] : INFO : Saving end state to config to file [2022-02-06 10:57:58 main:608] : INFO : Success, exiting.. 10:57:58 (30020): 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)