Task 11609837
| Name | ParityModified-1639958850-4148-3-0_1 |
| Workunit | 8583133 |
| Created | 16 Feb 2022, 18:00:33 UTC |
| Sent | 16 Feb 2022, 22:13:57 UTC |
| Report deadline | 24 Feb 2022, 22:13:57 UTC |
| Received | 19 Feb 2022, 8:09:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9656 |
| Run time | 1 hours 48 min 27 sec |
| CPU time | 1 hours 47 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311175 | val_loss: 0.0311454 | Time: 3153.69 ms
[2022-02-18 23:49:11 main:574] : INFO : Epoch 1543 | loss: 0.031115 | val_loss: 0.0311489 | Time: 3134.46 ms
[2022-02-18 23:49:15 main:574] : INFO : Epoch 1544 | loss: 0.0311192 | val_loss: 0.0311435 | Time: 3147.73 ms
[2022-02-18 23:49:18 main:574] : INFO : Epoch 1545 | loss: 0.031118 | val_loss: 0.0311417 | Time: 3166.53 ms
[2022-02-18 23:49:21 main:574] : INFO : Epoch 1546 | loss: 0.0311213 | val_loss: 0.0311451 | Time: 3143.9 ms
[2022-02-18 23:49:24 main:574] : INFO : Epoch 1547 | loss: 0.031123 | val_loss: 0.0311462 | Time: 3134.58 ms
[2022-02-18 23:49:27 main:574] : INFO : Epoch 1548 | loss: 0.0311221 | val_loss: 0.0311434 | Time: 3171.18 ms
[2022-02-18 23:49:30 main:574] : INFO : Epoch 1549 | loss: 0.0311185 | val_loss: 0.0311408 | Time: 3147.06 ms
[2022-02-18 23:49:34 main:574] : INFO : Epoch 1550 | loss: 0.0311206 | val_loss: 0.0311459 | Time: 3165.87 ms
[2022-02-18 23:49:37 main:574] : INFO : Epoch 1551 | loss: 0.0311305 | val_loss: 0.0311524 | Time: 3176.08 ms
[2022-02-18 23:49:40 main:574] : INFO : Epoch 1552 | loss: 0.0311326 | val_loss: 0.0311494 | Time: 3116.54 ms
[2022-02-18 23:49:43 main:574] : INFO : Epoch 1553 | loss: 0.0311278 | val_loss: 0.0311453 | Time: 3141.11 ms
[2022-02-18 23:49:46 main:574] : INFO : Epoch 1554 | loss: 0.0311269 | val_loss: 0.0311441 | Time: 3174.2 ms
[2022-02-18 23:49:49 main:574] : INFO : Epoch 1555 | loss: 0.0311214 | val_loss: 0.0311466 | Time: 3136.95 ms
[2022-02-18 23:49:53 main:574] : INFO : Epoch 1556 | loss: 0.0311196 | val_loss: 0.0311433 | Time: 3143.12 ms
[2022-02-18 23:49:56 main:574] : INFO : Epoch 1557 | loss: 0.0311246 | val_loss: 0.0311411 | Time: 3142.94 ms
[2022-02-18 23:49:59 main:574] : INFO : Epoch 1558 | loss: 0.0311259 | val_loss: 0.0311588 | Time: 3222.29 ms
[2022-02-18 23:50:02 main:574] : INFO : Epoch 1559 | loss: 0.0311242 | val_loss: 0.0311428 | Time: 3151.53 ms
[2022-02-18 23:50:05 main:574] : INFO : Epoch 1560 | loss: 0.0311236 | val_loss: 0.0311423 | Time: 3140.69 ms
[2022-02-18 23:50:08 main:574] : INFO : Epoch 1561 | loss: 0.0311214 | val_loss: 0.0311422 | Time: 3172.73 ms
[2022-02-18 23:50:12 main:574] : INFO : Epoch 1562 | loss: 0.0311199 | val_loss: 0.0311428 | Time: 3147.95 ms
[2022-02-18 23:50:15 main:574] : INFO : Epoch 1563 | loss: 0.0311182 | val_loss: 0.0311476 | Time: 3149.43 ms
[2022-02-18 23:50:18 main:574] : INFO : Epoch 1564 | loss: 0.031118 | val_loss: 0.0311448 | Time: 3165.32 ms
[2022-02-18 23:50:21 main:574] : INFO : Epoch 1565 | loss: 0.0311165 | val_loss: 0.0311471 | Time: 3143.95 ms
[2022-02-18 23:50:24 main:574] : INFO : Epoch 1566 | loss: 0.0311156 | val_loss: 0.0311481 | Time: 3139.36 ms
[2022-02-18 23:50:27 main:574] : INFO : Epoch 1567 | loss: 0.031116 | val_loss: 0.0311454 | Time: 3174.17 ms
[2022-02-18 23:50:31 main:574] : INFO : Epoch 1568 | loss: 0.0311138 | val_loss: 0.0311468 | Time: 3162.29 ms
[2022-02-18 23:50:34 main:574] : INFO : Epoch 1569 | loss: 0.0311152 | val_loss: 0.0311549 | Time: 3141.53 ms
[2022-02-18 23:50:37 main:574] : INFO : Epoch 1570 | loss: 0.0311142 | val_loss: 0.0311532 | Time: 3156.9 ms
[2022-02-18 23:50:40 main:574] : INFO : Epoch 1571 | loss: 0.031114 | val_loss: 0.031145 | Time: 3156 ms
[2022-02-18 23:50:43 main:574] : INFO : Epoch 1572 | loss: 0.0311107 | val_loss: 0.0311461 | Time: 3150.58 ms
[2022-02-18 23:50:46 main:574] : INFO : Epoch 1573 | loss: 0.0311102 | val_loss: 0.0311505 | Time: 3136.92 ms
[2022-02-18 23:50:49 main:574] : INFO : Epoch 1574 | loss: 0.0311125 | val_loss: 0.0311456 | Time: 3172.52 ms
[2022-02-18 23:50:53 main:574] : INFO : Epoch 1575 | loss: 0.0311112 | val_loss: 0.0311583 | Time: 3131.65 ms
[2022-02-18 23:50:56 main:574] : INFO : Epoch 1576 | loss: 0.0311104 | val_loss: 0.0311477 | Time: 3134.65 ms
[2022-02-18 23:50:59 main:574] : INFO : Epoch 1577 | loss: 0.0311089 | val_loss: 0.0311554 | Time: 3205.4 ms
[2022-02-18 23:51:02 main:574] : INFO : Epoch 1578 | loss: 0.0311116 | val_loss: 0.0311471 | Time: 3128.55 ms
[2022-02-18 23:51:05 main:574] : INFO : Epoch 1579 | loss: 0.0311091 | val_loss: 0.0311464 | Time: 3146.44 ms
[2022-02-18 23:51:08 main:574] : INFO : Epoch 1580 | loss: 0.031108 | val_loss: 0.0311452 | Time: 3166.7 ms
[2022-02-18 23:51:12 main:574] : INFO : Epoch 1581 | loss: 0.0311091 | val_loss: 0.0311551 | Time: 3146.03 ms
[2022-02-18 23:51:15 main:574] : INFO : Epoch 1582 | loss: 0.031109 | val_loss: 0.0311537 | Time: 3134.96 ms
[2022-02-18 23:51:18 main:574] : INFO : Epoch 1583 | loss: 0.0311073 | val_loss: 0.031155 | Time: 3150.82 ms
[2022-02-18 23:51:21 main:574] : INFO : Epoch 1584 | loss: 0.031108 | val_loss: 0.0311526 | Time: 3155.88 ms
[2022-02-18 23:51:24 main:574] : INFO : Epoch 1585 | loss: 0.031113 | val_loss: 0.0311513 | Time: 3154.64 ms
[2022-02-18 23:51:27 main:574] : INFO : Epoch 1586 | loss: 0.0311096 | val_loss: 0.0311497 | Time: 3144.03 ms
[2022-02-18 23:51:31 main:574] : INFO : Epoch 1587 | loss: 0.0311135 | val_loss: 0.0311467 | Time: 3152.56 ms
[2022-02-18 23:51:34 main:574] : INFO : Epoch 1588 | loss: 0.0311109 | val_loss: 0.0311425 | Time: 3141.85 ms
[2022-02-18 23:51:37 main:574] : INFO : Epoch 1589 | loss: 0.0311294 | val_loss: 0.031155 | Time: 3156.7 ms
[2022-02-18 23:51:40 main:574] : INFO : Epoch 1590 | loss: 0.0311346 | val_loss: 0.0311414 | Time: 3169.47 ms
[2022-02-18 23:51:43 main:574] : INFO : Epoch 1591 | loss: 0.0311293 | val_loss: 0.031147 | Time: 3122.79 ms
[2022-02-18 23:51:46 main:574] : INFO : Epoch 1592 | loss: 0.0311241 | val_loss: 0.0311433 | Time: 3158.51 ms
[2022-02-18 23:51:49 main:574] : INFO : Epoch 1593 | loss: 0.0311207 | val_loss: 0.031135 | Time: 3187.63 ms
[2022-02-18 23:51:53 main:574] : INFO : Epoch 1594 | loss: 0.0311206 | val_loss: 0.0311538 | Time: 3147.18 ms
[2022-02-18 23:51:56 main:574] : INFO : Epoch 1595 | loss: 0.0311216 | val_loss: 0.0311459 | Time: 3154.88 ms
[2022-02-18 23:51:59 main:574] : INFO : Epoch 1596 | loss: 0.0311196 | val_loss: 0.0311363 | Time: 3212.27 ms
[2022-02-18 23:52:02 main:574] : INFO : Epoch 1597 | loss: 0.0311203 | val_loss: 0.0311448 | Time: 3152.83 ms
[2022-02-18 23:52:05 main:574] : INFO : Epoch 1598 | loss: 0.0311154 | val_loss: 0.0311407 | Time: 3141.21 ms
[2022-02-18 23:52:08 main:574] : INFO : Epoch 1599 | loss: 0.0311136 | val_loss: 0.0311346 | Time: 3145.69 ms
[2022-02-18 23:52:12 main:574] : INFO : Epoch 1600 | loss: 0.031119 | val_loss: 0.0311406 | Time: 3150.69 ms
[2022-02-18 23:52:15 main:574] : INFO : Epoch 1601 | loss: 0.0311142 | val_loss: 0.0311381 | Time: 3145.42 ms
[2022-02-18 23:52:18 main:574] : INFO : Epoch 1602 | loss: 0.0311112 | val_loss: 0.0311424 | Time: 3144.76 ms
[2022-02-18 23:52:21 main:574] : INFO : Epoch 1603 | loss: 0.0311115 | val_loss: 0.0311428 | Time: 3164.12 ms
[2022-02-18 23:52:24 main:574] : INFO : Epoch 1604 | loss: 0.0311139 | val_loss: 0.0311381 | Time: 3154.34 ms
[2022-02-18 23:52:27 main:574] : INFO : Epoch 1605 | loss: 0.031116 | val_loss: 0.0311439 | Time: 3140.52 ms
[2022-02-18 23:52:31 main:574] : INFO : Epoch 1606 | loss: 0.0311136 | val_loss: 0.0311397 | Time: 3172.87 ms
[2022-02-18 23:52:34 main:574] : INFO : Epoch 1607 | loss: 0.0311166 | val_loss: 0.0311447 | Time: 3163.53 ms
[2022-02-18 23:52:37 main:574] : INFO : Epoch 1608 | loss: 0.0311135 | val_loss: 0.0311362 | Time: 3134.39 ms
[2022-02-18 23:52:40 main:574] : INFO : Epoch 1609 | loss: 0.03111 | val_loss: 0.0311381 | Time: 3162.04 ms
[2022-02-18 23:52:43 main:574] : INFO : Epoch 1610 | loss: 0.0311147 | val_loss: 0.0311505 | Time: 3148.99 ms
[2022-02-18 23:52:46 main:574] : INFO : Epoch 1611 | loss: 0.0311207 | val_loss: 0.031145 | Time: 3146.69 ms
[2022-02-18 23:52:50 main:574] : INFO : Epoch 1612 | loss: 0.0311201 | val_loss: 0.031145 | Time: 3147.83 ms
[2022-02-18 23:52:53 main:574] : INFO : Epoch 1613 | loss: 0.0311177 | val_loss: 0.0311401 | Time: 3186.97 ms
[2022-02-18 23:52:56 main:574] : INFO : Epoch 1614 | loss: 0.0311176 | val_loss: 0.0311433 | Time: 3137.92 ms
[2022-02-18 23:52:59 main:574] : INFO : Epoch 1615 | loss: 0.0311143 | val_loss: 0.0311424 | Time: 3201.14 ms
[2022-02-18 23:53:02 main:574] : INFO : Epoch 1616 | loss: 0.0311188 | val_loss: 0.031147 | Time: 3170.19 ms
[2022-02-18 23:53:05 main:574] : INFO : Epoch 1617 | loss: 0.0311204 | val_loss: 0.0311384 | Time: 3134.7 ms
[2022-02-18 23:53:09 main:574] : INFO : Epoch 1618 | loss: 0.0311171 | val_loss: 0.0311444 | Time: 3155.16 ms
[2022-02-18 23:53:12 main:574] : INFO : Epoch 1619 | loss: 0.0311161 | val_loss: 0.0311403 | Time: 3178.34 ms
[2022-02-18 23:53:15 main:574] : INFO : Epoch 1620 | loss: 0.0311135 | val_loss: 0.0311402 | Time: 3137.73 ms
[2022-02-18 23:53:18 main:574] : INFO : Epoch 1621 | loss: 0.031114 | val_loss: 0.0311459 | Time: 3128.29 ms
[2022-02-18 23:53:21 main:574] : INFO : Epoch 1622 | loss: 0.0311123 | val_loss: 0.0311422 | Time: 3144.43 ms
[2022-02-18 23:53:24 main:574] : INFO : Epoch 1623 | loss: 0.031111 | val_loss: 0.03114 | Time: 3150.21 ms
[2022-02-18 23:53:27 main:574] : INFO : Epoch 1624 | loss: 0.0311121 | val_loss: 0.0311546 | Time: 3171.58 ms
[2022-02-18 23:53:31 main:574] : INFO : Epoch 1625 | loss: 0.0311124 | val_loss: 0.0311413 | Time: 3144.91 ms
[2022-02-18 23:53:34 main:574] : INFO : Epoch 1626 | loss: 0.0311078 | val_loss: 0.031143 | Time: 3179.37 ms
[2022-02-18 23:53:37 main:574] : INFO : Epoch 1627 | loss: 0.0311095 | val_loss: 0.0311379 | Time: 3170.27 ms
[2022-02-18 23:53:40 main:574] : INFO : Epoch 1628 | loss: 0.0311079 | val_loss: 0.03114 | Time: 3152.68 ms
[2022-02-18 23:53:43 main:574] : INFO : Epoch 1629 | loss: 0.0311086 | val_loss: 0.0311475 | Time: 3148.65 ms
[2022-02-18 23:53:46 main:574] : INFO : Epoch 1630 | loss: 0.0311066 | val_loss: 0.0311438 | Time: 3133.6 ms
[2022-02-18 23:53:50 main:574] : INFO : Epoch 1631 | loss: 0.0311062 | val_loss: 0.0311388 | Time: 3151.63 ms
[2022-02-18 23:53:53 main:574] : INFO : Epoch 1632 | loss: 0.031105 | val_loss: 0.0311514 | Time: 3179.09 ms
[2022-02-18 23:53:56 main:574] : INFO : Epoch 1633 | loss: 0.0311052 | val_loss: 0.0311465 | Time: 3144.1 ms
[2022-02-18 23:53:59 main:574] : INFO : Epoch 1634 | loss: 0.0311195 | val_loss: 0.0311373 | Time: 3179.61 ms
[2022-02-18 23:54:02 main:574] : INFO : Epoch 1635 | loss: 0.0311326 | val_loss: 0.0311416 | Time: 3171.18 ms
[2022-02-18 23:54:05 main:574] : INFO : Epoch 1636 | loss: 0.0311269 | val_loss: 0.031138 | Time: 3168.68 ms
[2022-02-18 23:54:09 main:574] : INFO : Epoch 1637 | loss: 0.0311224 | val_loss: 0.0311372 | Time: 3145.91 ms
[2022-02-18 23:54:12 main:574] : INFO : Epoch 1638 | loss: 0.0311232 | val_loss: 0.0311438 | Time: 3150.1 ms
[2022-02-18 23:54:15 main:574] : INFO : Epoch 1639 | loss: 0.031122 | val_loss: 0.031144 | Time: 3138.87 ms
[2022-02-18 23:54:18 main:574] : INFO : Epoch 1640 | loss: 0.0311181 | val_loss: 0.0311395 | Time: 3172.05 ms
[2022-02-18 23:54:21 main:574] : INFO : Epoch 1641 | loss: 0.0311172 | val_loss: 0.0311419 | Time: 3144.18 ms
[2022-02-18 23:54:24 main:574] : INFO : Epoch 1642 | loss: 0.0311159 | val_loss: 0.0311419 | Time: 3177.01 ms
[2022-02-18 23:54:28 main:574] : INFO : Epoch 1643 | loss: 0.0311153 | val_loss: 0.0311452 | Time: 3134.47 ms
[2022-02-18 23:54:31 main:574] : INFO : Epoch 1644 | loss: 0.0311171 | val_loss: 0.0311402 | Time: 3144.39 ms
[2022-02-18 23:54:34 main:574] : INFO : Epoch 1645 | loss: 0.0311175 | val_loss: 0.0311433 | Time: 3175.48 ms
[2022-02-18 23:54:37 main:574] : INFO : Epoch 1646 | loss: 0.0311165 | val_loss: 0.0311401 | Time: 3145.45 ms
[2022-02-18 23:54:40 main:574] : INFO : Epoch 1647 | loss: 0.0311134 | val_loss: 0.0311357 | Time: 3140.04 ms
[2022-02-18 23:54:43 main:574] : INFO : Epoch 1648 | loss: 0.0311127 | val_loss: 0.0311348 | Time: 3168.44 ms
[2022-02-18 23:54:47 main:574] : INFO : Epoch 1649 | loss: 0.0311126 | val_loss: 0.0311408 | Time: 3147.95 ms
[2022-02-18 23:54:50 main:574] : INFO : Epoch 1650 | loss: 0.0311149 | val_loss: 0.0311404 | Time: 3140.97 ms
[2022-02-18 23:54:53 main:574] : INFO : Epoch 1651 | loss: 0.0311134 | val_loss: 0.0311439 | Time: 3162.65 ms
[2022-02-18 23:54:56 main:574] : INFO : Epoch 1652 | loss: 0.0311142 | val_loss: 0.0311417 | Time: 3143.83 ms
[2022-02-18 23:54:59 main:574] : INFO : Epoch 1653 | loss: 0.0311151 | val_loss: 0.0311372 | Time: 3195.44 ms
[2022-02-18 23:55:02 main:574] : INFO : Epoch 1654 | loss: 0.0311155 | val_loss: 0.0311376 | Time: 3155.8 ms
[2022-02-18 23:55:06 main:574] : INFO : Epoch 1655 | loss: 0.0311156 | val_loss: 0.0311389 | Time: 3168.52 ms
[2022-02-18 23:55:09 main:574] : INFO : Epoch 1656 | loss: 0.0311123 | val_loss: 0.0311412 | Time: 3126.48 ms
[2022-02-18 23:55:12 main:574] : INFO : Epoch 1657 | loss: 0.031112 | val_loss: 0.0311382 | Time: 3136.87 ms
[2022-02-18 23:55:15 main:574] : INFO : Epoch 1658 | loss: 0.0311143 | val_loss: 0.0311364 | Time: 3191.57 ms
[2022-02-18 23:55:18 main:574] : INFO : Epoch 1659 | loss: 0.0311123 | val_loss: 0.0311385 | Time: 3134.3 ms
[2022-02-18 23:55:21 main:574] : INFO : Epoch 1660 | loss: 0.031113 | val_loss: 0.0311375 | Time: 3142.64 ms
[2022-02-18 23:55:25 main:574] : INFO : Epoch 1661 | loss: 0.0311122 | val_loss: 0.0311393 | Time: 3169.7 ms
[2022-02-18 23:55:28 main:574] : INFO : Epoch 1662 | loss: 0.0311168 | val_loss: 0.0311401 | Time: 3157.57 ms
[2022-02-18 23:55:31 main:574] : INFO : Epoch 1663 | loss: 0.0311253 | val_loss: 0.0311397 | Time: 3154.38 ms
[2022-02-18 23:55:34 main:574] : INFO : Epoch 1664 | loss: 0.0311216 | val_loss: 0.0311423 | Time: 3129.36 ms
[2022-02-18 23:55:37 main:574] : INFO : Epoch 1665 | loss: 0.0311167 | val_loss: 0.0311355 | Time: 3128.9 ms
[2022-02-18 23:55:40 main:574] : INFO : Epoch 1666 | loss: 0.0311151 | val_loss: 0.0311412 | Time: 3168.76 ms
[2022-02-18 23:55:43 main:574] : INFO : Epoch 1667 | loss: 0.0311159 | val_loss: 0.0311383 | Time: 3159.65 ms
[2022-02-18 23:55:47 main:574] : INFO : Epoch 1668 | loss: 0.0311145 | val_loss: 0.0311388 | Time: 3154.14 ms
[2022-02-18 23:55:50 main:574] : INFO : Epoch 1669 | loss: 0.0311214 | val_loss: 0.031146 | Time: 3140.08 ms
[2022-02-18 23:55:53 main:574] : INFO : Epoch 1670 | loss: 0.0311223 | val_loss: 0.0311364 | Time: 3158.64 ms
[2022-02-18 23:55:56 main:574] : INFO : Epoch 1671 | loss: 0.0311198 | val_loss: 0.0311374 | Time: 3182.93 ms
[2022-02-18 23:55:59 main:574] : INFO : Epoch 1672 | loss: 0.0311209 | val_loss: 0.0311404 | Time: 3196.53 ms
[2022-02-18 23:56:02 main:574] : INFO : Epoch 1673 | loss: 0.0311241 | val_loss: 0.0311361 | Time: 3133.31 ms
[2022-02-18 23:56:06 main:574] : INFO : Epoch 1674 | loss: 0.0311253 | val_loss: 0.0311434 | Time: 3168.02 ms
[2022-02-18 23:56:09 main:574] : INFO : Epoch 1675 | loss: 0.0311215 | val_loss: 0.0311377 | Time: 3161.62 ms
[2022-02-18 23:56:12 main:574] : INFO : Epoch 1676 | loss: 0.0311193 | val_loss: 0.031149 | Time: 3144.99 ms
[2022-02-18 23:56:15 main:574] : INFO : Epoch 1677 | loss: 0.0311214 | val_loss: 0.0311401 | Time: 3166.62 ms
[2022-02-18 23:56:18 main:574] : INFO : Epoch 1678 | loss: 0.0311156 | val_loss: 0.0311396 | Time: 3130.08 ms
[2022-02-18 23:56:21 main:574] : INFO : Epoch 1679 | loss: 0.0311145 | val_loss: 0.0311411 | Time: 3141.3 ms
[2022-02-18 23:56:25 main:574] : INFO : Epoch 1680 | loss: 0.0311184 | val_loss: 0.0311544 | Time: 3164.14 ms
[2022-02-18 23:56:28 main:574] : INFO : Epoch 1681 | loss: 0.0311169 | val_loss: 0.0311384 | Time: 3170.45 ms
[2022-02-18 23:56:31 main:574] : INFO : Epoch 1682 | loss: 0.0311129 | val_loss: 0.0311379 | Time: 3141.13 ms
[2022-02-18 23:56:34 main:574] : INFO : Epoch 1683 | loss: 0.0311114 | val_loss: 0.0311397 | Time: 3143.34 ms
[2022-02-18 23:56:37 main:574] : INFO : Epoch 1684 | loss: 0.0311121 | val_loss: 0.0311405 | Time: 3185.06 ms
[2022-02-18 23:56:40 main:574] : INFO : Epoch 1685 | loss: 0.0311135 | val_loss: 0.0311464 | Time: 3130.68 ms
[2022-02-18 23:56:44 main:574] : INFO : Epoch 1686 | loss: 0.0311126 | val_loss: 0.0311415 | Time: 3124.82 ms
[2022-02-18 23:56:47 main:574] : INFO : Epoch 1687 | loss: 0.0311126 | val_loss: 0.0311413 | Time: 3167.98 ms
[2022-02-18 23:56:50 main:574] : INFO : Epoch 1688 | loss: 0.031116 | val_loss: 0.0311419 | Time: 3148.31 ms
[2022-02-18 23:56:53 main:574] : INFO : Epoch 1689 | loss: 0.0311191 | val_loss: 0.0311416 | Time: 3161.21 ms
[2022-02-18 23:56:56 main:574] : INFO : Epoch 1690 | loss: 0.0311193 | val_loss: 0.0311399 | Time: 3170.8 ms
[2022-02-18 23:56:59 main:574] : INFO : Epoch 1691 | loss: 0.031121 | val_loss: 0.0311551 | Time: 3185.1 ms
[2022-02-18 23:57:03 main:574] : INFO : Epoch 1692 | loss: 0.0311191 | val_loss: 0.0311431 | Time: 3128.49 ms
[2022-02-18 23:57:06 main:574] : INFO : Epoch 1693 | loss: 0.0311145 | val_loss: 0.03114 | Time: 3177.49 ms
[2022-02-18 23:57:09 main:574] : INFO : Epoch 1694 | loss: 0.0311126 | val_loss: 0.0311405 | Time: 3155.35 ms
[2022-02-18 23:57:12 main:574] : INFO : Epoch 1695 | loss: 0.0311111 | val_loss: 0.0311422 | Time: 3145 ms
[2022-02-18 23:57:15 main:574] : INFO : Epoch 1696 | loss: 0.0311146 | val_loss: 0.0311512 | Time: 3127.85 ms
[2022-02-18 23:57:18 main:574] : INFO : Epoch 1697 | loss: 0.0311145 | val_loss: 0.0311383 | Time: 3191.24 ms
[2022-02-18 23:57:22 main:574] : INFO : Epoch 1698 | loss: 0.0311108 | val_loss: 0.0311385 | Time: 3168.79 ms
[2022-02-18 23:57:25 main:574] : INFO : Epoch 1699 | loss: 0.0311118 | val_loss: 0.0311401 | Time: 3128.55 ms
[2022-02-18 23:57:28 main:574] : INFO : Epoch 1700 | loss: 0.0311081 | val_loss: 0.0311396 | Time: 3154.52 ms
[2022-02-18 23:57:31 main:574] : INFO : Epoch 1701 | loss: 0.0311088 | val_loss: 0.0311375 | Time: 3145.94 ms
[2022-02-18 23:57:34 main:574] : INFO : Epoch 1702 | loss: 0.0311123 | val_loss: 0.0311388 | Time: 3159.65 ms
[2022-02-18 23:57:37 main:574] : INFO : Epoch 1703 | loss: 0.0311177 | val_loss: 0.031137 | Time: 3164.57 ms
[2022-02-18 23:57:40 main:574] : INFO : Epoch 1704 | loss: 0.031122 | val_loss: 0.0311391 | Time: 3130.02 ms
[2022-02-18 23:57:44 main:574] : INFO : Epoch 1705 | loss: 0.0311209 | val_loss: 0.0311349 | Time: 3146 ms
[2022-02-18 23:57:47 main:574] : INFO : Epoch 1706 | loss: 0.0311174 | val_loss: 0.0311395 | Time: 3174.68 ms
[2022-02-18 23:57:50 main:574] : INFO : Epoch 1707 | loss: 0.031118 | val_loss: 0.0311347 | Time: 3149.16 ms
[2022-02-18 23:57:53 main:574] : INFO : Epoch 1708 | loss: 0.0311162 | val_loss: 0.0311365 | Time: 3130.14 ms
[2022-02-18 23:57:56 main:574] : INFO : Epoch 1709 | loss: 0.0311192 | val_loss: 0.0311391 | Time: 3120.97 ms
[2022-02-18 23:57:59 main:574] : INFO : Epoch 1710 | loss: 0.0311192 | val_loss: 0.0311352 | Time: 3231.44 ms
[2022-02-18 23:58:03 main:574] : INFO : Epoch 1711 | loss: 0.0311173 | val_loss: 0.0311374 | Time: 3156.85 ms
[2022-02-18 23:58:06 main:574] : INFO : Epoch 1712 | loss: 0.0311167 | val_loss: 0.0311379 | Time: 3143.95 ms
[2022-02-18 23:58:09 main:574] : INFO : Epoch 1713 | loss: 0.0311151 | val_loss: 0.0311333 | Time: 3160.57 ms
[2022-02-18 23:58:12 main:574] : INFO : Epoch 1714 | loss: 0.0311128 | val_loss: 0.0311367 | Time: 3149.12 ms
[2022-02-18 23:58:15 main:574] : INFO : Epoch 1715 | loss: 0.0311097 | val_loss: 0.0311346 | Time: 3145.43 ms
[2022-02-18 23:58:18 main:574] : INFO : Epoch 1716 | loss: 0.0311093 | val_loss: 0.0311409 | Time: 3174.42 ms
[2022-02-18 23:58:22 main:574] : INFO : Epoch 1717 | loss: 0.0311096 | val_loss: 0.0311352 | Time: 3135.09 ms
[2022-02-18 23:58:25 main:574] : INFO : Epoch 1718 | loss: 0.0311092 | val_loss: 0.0311418 | Time: 3154.95 ms
[2022-02-18 23:58:28 main:574] : INFO : Epoch 1719 | loss: 0.0311072 | val_loss: 0.0311367 | Time: 3186.81 ms
[2022-02-18 23:58:31 main:574] : INFO : Epoch 1720 | loss: 0.0311099 | val_loss: 0.031145 | Time: 3137.93 ms
[2022-02-18 23:58:34 main:574] : INFO : Epoch 1721 | loss: 0.0311089 | val_loss: 0.0311399 | Time: 3127.78 ms
[2022-02-18 23:58:37 main:574] : INFO : Epoch 1722 | loss: 0.0311065 | val_loss: 0.0311374 | Time: 3135.15 ms
[2022-02-18 23:58:40 main:574] : INFO : Epoch 1723 | loss: 0.0311063 | val_loss: 0.0311413 | Time: 3179.78 ms
[2022-02-18 23:58:44 main:574] : INFO : Epoch 1724 | loss: 0.0311057 | val_loss: 0.0311408 | Time: 3149.93 ms
[2022-02-18 23:58:47 main:574] : INFO : Epoch 1725 | loss: 0.0311058 | val_loss: 0.0311389 | Time: 3146.42 ms
[2022-02-18 23:58:50 main:574] : INFO : Epoch 1726 | loss: 0.0311109 | val_loss: 0.0311398 | Time: 3163.45 ms
[2022-02-18 23:58:53 main:574] : INFO : Epoch 1727 | loss: 0.0311151 | val_loss: 0.0311404 | Time: 3125.3 ms
[2022-02-18 23:58:56 main:574] : INFO : Epoch 1728 | loss: 0.031109 | val_loss: 0.0311372 | Time: 3166.34 ms
[2022-02-18 23:58:59 main:574] : INFO : Epoch 1729 | loss: 0.0311072 | val_loss: 0.0311387 | Time: 3186.95 ms
[2022-02-18 23:59:03 main:574] : INFO : Epoch 1730 | loss: 0.0311058 | val_loss: 0.0311429 | Time: 3140.08 ms
[2022-02-18 23:59:06 main:574] : INFO : Epoch 1731 | loss: 0.0311047 | val_loss: 0.0311359 | Time: 3141.24 ms
[2022-02-18 23:59:09 main:574] : INFO : Epoch 1732 | loss: 0.0311059 | val_loss: 0.0311389 | Time: 3189.66 ms
[2022-02-18 23:59:12 main:574] : INFO : Epoch 1733 | loss: 0.0311053 | val_loss: 0.0311417 | Time: 3149.43 ms
[2022-02-18 23:59:15 main:574] : INFO : Epoch 1734 | loss: 0.0311088 | val_loss: 0.0311385 | Time: 3126.39 ms
[2022-02-18 23:59:18 main:574] : INFO : Epoch 1735 | loss: 0.0311056 | val_loss: 0.0311443 | Time: 3147.51 ms
[2022-02-18 23:59:22 main:574] : INFO : Epoch 1736 | loss: 0.0311081 | val_loss: 0.0311394 | Time: 3189.59 ms
[2022-02-18 23:59:25 main:574] : INFO : Epoch 1737 | loss: 0.0311096 | val_loss: 0.0311448 | Time: 3157.09 ms
[2022-02-18 23:59:28 main:574] : INFO : Epoch 1738 | loss: 0.0311094 | val_loss: 0.0311418 | Time: 3147.74 ms
[2022-02-18 23:59:31 main:574] : INFO : Epoch 1739 | loss: 0.0311057 | val_loss: 0.0311351 | Time: 3164.92 ms
[2022-02-18 23:59:34 main:574] : INFO : Epoch 1740 | loss: 0.0311063 | val_loss: 0.0311406 | Time: 3149.34 ms
[2022-02-18 23:59:37 main:574] : INFO : Epoch 1741 | loss: 0.0311065 | val_loss: 0.0311385 | Time: 3153.48 ms
[2022-02-18 23:59:41 main:574] : INFO : Epoch 1742 | loss: 0.0311044 | val_loss: 0.0311394 | Time: 3166.38 ms
[2022-02-18 23:59:44 main:574] : INFO : Epoch 1743 | loss: 0.0311075 | val_loss: 0.031144 | Time: 3138.87 ms
[2022-02-18 23:59:47 main:574] : INFO : Epoch 1744 | loss: 0.0311064 | val_loss: 0.0311394 | Time: 3139.85 ms
[2022-02-18 23:59:50 main:574] : INFO : Epoch 1745 | loss: 0.0311099 | val_loss: 0.0311408 | Time: 3185.71 ms
[2022-02-18 23:59:53 main:574] : INFO : Epoch 1746 | loss: 0.0311073 | val_loss: 0.031145 | Time: 3151.59 ms
[2022-02-18 23:59:56 main:574] : INFO : Epoch 1747 | loss: 0.0311112 | val_loss: 0.0311381 | Time: 3139.64 ms
[2022-02-19 00:00:00 main:574] : INFO : Epoch 1748 | loss: 0.0311106 | val_loss: 0.0311417 | Time: 3202.58 ms
[2022-02-19 00:00:03 main:574] : INFO : Epoch 1749 | loss: 0.0311069 | val_loss: 0.031145 | Time: 3180.2 ms
[2022-02-19 00:00:06 main:574] : INFO : Epoch 1750 | loss: 0.0311079 | val_loss: 0.0311373 | Time: 3142.49 ms
[2022-02-19 00:00:09 main:574] : INFO : Epoch 1751 | loss: 0.0311111 | val_loss: 0.031144 | Time: 3136.52 ms
[2022-02-19 00:00:12 main:574] : INFO : Epoch 1752 | loss: 0.0311237 | val_loss: 0.031147 | Time: 3173.07 ms
[2022-02-19 00:00:15 main:574] : INFO : Epoch 1753 | loss: 0.0311426 | val_loss: 0.0311517 | Time: 3138.21 ms
[2022-02-19 00:00:19 main:574] : INFO : Epoch 1754 | loss: 0.0311483 | val_loss: 0.0311617 | Time: 3160.07 ms
[2022-02-19 00:00:22 main:574] : INFO : Epoch 1755 | loss: 0.031154 | val_loss: 0.0311601 | Time: 3170.65 ms
[2022-02-19 00:00:25 main:574] : INFO : Epoch 1756 | loss: 0.0311502 | val_loss: 0.0311594 | Time: 3150.35 ms
[2022-02-19 00:00:28 main:574] : INFO : Epoch 1757 | loss: 0.0311473 | val_loss: 0.0311618 | Time: 3157.51 ms
[2022-02-19 00:00:31 main:574] : INFO : Epoch 1758 | loss: 0.0311465 | val_loss: 0.0311579 | Time: 3200 ms
[2022-02-19 00:00:34 main:574] : INFO : Epoch 1759 | loss: 0.0311435 | val_loss: 0.0311563 | Time: 3140.9 ms
[2022-02-19 00:00:38 main:574] : INFO : Epoch 1760 | loss: 0.0311408 | val_loss: 0.0311527 | Time: 3143.46 ms
[2022-02-19 00:00:41 main:574] : INFO : Epoch 1761 | loss: 0.0311392 | val_loss: 0.031152 | Time: 3167.42 ms
[2022-02-19 00:00:44 main:574] : INFO : Epoch 1762 | loss: 0.0311402 | val_loss: 0.0311537 | Time: 3142.34 ms
[2022-02-19 00:00:47 main:574] : INFO : Epoch 1763 | loss: 0.0311362 | val_loss: 0.0311537 | Time: 3170.03 ms
[2022-02-19 00:00:50 main:574] : INFO : Epoch 1764 | loss: 0.0311358 | val_loss: 0.0311578 | Time: 3145.06 ms
[2022-02-19 00:00:53 main:574] : INFO : Epoch 1765 | loss: 0.0311338 | val_loss: 0.0311502 | Time: 3153.6 ms
[2022-02-19 00:00:57 main:574] : INFO : Epoch 1766 | loss: 0.0311324 | val_loss: 0.0311501 | Time: 3150.51 ms
[2022-02-19 00:01:00 main:574] : INFO : Epoch 1767 | loss: 0.0311338 | val_loss: 0.0311577 | Time: 3240.93 ms
[2022-02-19 00:01:03 main:574] : INFO : Epoch 1768 | loss: 0.0311323 | val_loss: 0.0311575 | Time: 3183.28 ms
[2022-02-19 00:01:06 main:574] : INFO : Epoch 1769 | loss: 0.0311321 | val_loss: 0.0311464 | Time: 3123.65 ms
[2022-02-19 00:01:09 main:574] : INFO : Epoch 1770 | loss: 0.0311361 | val_loss: 0.0311496 | Time: 3149.47 ms
[2022-02-19 00:01:12 main:574] : INFO : Epoch 1771 | loss: 0.0311347 | val_loss: 0.0311464 | Time: 3183.14 ms
[2022-02-19 00:01:16 main:574] : INFO : Epoch 1772 | loss: 0.0311318 | val_loss: 0.031149 | Time: 3150.19 ms
[2022-02-19 00:01:19 main:574] : INFO : Epoch 1773 | loss: 0.0311295 | val_loss: 0.0311432 | Time: 3130.08 ms
[2022-02-19 00:01:22 main:574] : INFO : Epoch 1774 | loss: 0.0311293 | val_loss: 0.0311468 | Time: 3169.41 ms
[2022-02-19 00:01:25 main:574] : INFO : Epoch 1775 | loss: 0.0311283 | val_loss: 0.0311458 | Time: 3154.48 ms
[2022-02-19 00:01:28 main:574] : INFO : Epoch 1776 | loss: 0.0311266 | val_loss: 0.0311479 | Time: 3159.31 ms
[2022-02-19 00:01:31 main:574] : INFO : Epoch 1777 | loss: 0.0311258 | val_loss: 0.0311488 | Time: 3144.48 ms
[2022-02-19 00:01:35 main:574] : INFO : Epoch 1778 | loss: 0.031124 | val_loss: 0.0311469 | Time: 3179.86 ms
[2022-02-19 00:01:38 main:574] : INFO : Epoch 1779 | loss: 0.0311239 | val_loss: 0.0311479 | Time: 3158.71 ms
[2022-02-19 00:01:41 main:574] : INFO : Epoch 1780 | loss: 0.0311249 | val_loss: 0.0311513 | Time: 3152.94 ms
[2022-02-19 00:01:44 main:574] : INFO : Epoch 1781 | loss: 0.0311255 | val_loss: 0.0311479 | Time: 3151.86 ms
[2022-02-19 00:01:47 main:574] : INFO : Epoch 1782 | loss: 0.0311298 | val_loss: 0.0311476 | Time: 3139.98 ms
[2022-02-19 00:01:50 main:574] : INFO : Epoch 1783 | loss: 0.0311271 | val_loss: 0.03115 | Time: 3138.39 ms
[2022-02-19 00:01:54 main:574] : INFO : Epoch 1784 | loss: 0.031128 | val_loss: 0.0311493 | Time: 3187.27 ms
[2022-02-19 00:01:57 main:574] : INFO : Epoch 1785 | loss: 0.0311265 | val_loss: 0.0311541 | Time: 3142.47 ms
[2022-02-19 00:02:00 main:574] : INFO : Epoch 1786 | loss: 0.0311261 | val_loss: 0.0311502 | Time: 3169.69 ms
[2022-02-19 00:02:03 main:574] : INFO : Epoch 1787 | loss: 0.0311251 | val_loss: 0.0311516 | Time: 3174.23 ms
[2022-02-19 00:02:06 main:574] : INFO : Epoch 1788 | loss: 0.0311232 | val_loss: 0.031154 | Time: 3136.9 ms
[2022-02-19 00:02:09 main:574] : INFO : Epoch 1789 | loss: 0.0311227 | val_loss: 0.0311511 | Time: 3145.02 ms
[2022-02-19 00:02:12 main:574] : INFO : Epoch 1790 | loss: 0.0311232 | val_loss: 0.0311505 | Time: 3140.47 ms
[2022-02-19 00:02:16 main:574] : INFO : Epoch 1791 | loss: 0.0311226 | val_loss: 0.031153 | Time: 3155.37 ms
[2022-02-19 00:02:19 main:574] : INFO : Epoch 1792 | loss: 0.0311244 | val_loss: 0.0311449 | Time: 3143.25 ms
[2022-02-19 00:02:22 main:574] : INFO : Epoch 1793 | loss: 0.0311256 | val_loss: 0.0311472 | Time: 3151 ms
[2022-02-19 00:02:25 main:574] : INFO : Epoch 1794 | loss: 0.0311249 | val_loss: 0.0311522 | Time: 3196.7 ms
[2022-02-19 00:02:28 main:574] : INFO : Epoch 1795 | loss: 0.0311215 | val_loss: 0.0311461 | Time: 3157.9 ms
[2022-02-19 00:02:31 main:574] : INFO : Epoch 1796 | loss: 0.0311253 | val_loss: 0.0311476 | Time: 3151.67 ms
[2022-02-19 00:02:35 main:574] : INFO : Epoch 1797 | loss: 0.0311239 | val_loss: 0.0311485 | Time: 3163.54 ms
[2022-02-19 00:02:38 main:574] : INFO : Epoch 1798 | loss: 0.0311233 | val_loss: 0.0311465 | Time: 3143.81 ms
[2022-02-19 00:02:41 main:574] : INFO : Epoch 1799 | loss: 0.0311204 | val_loss: 0.0311476 | Time: 3139.2 ms
[2022-02-19 00:02:44 main:574] : INFO : Epoch 1800 | loss: 0.0311188 | val_loss: 0.0311473 | Time: 3157.66 ms
[2022-02-19 00:02:47 main:574] : INFO : Epoch 1801 | loss: 0.0311189 | val_loss: 0.0311452 | Time: 3135.19 ms
[2022-02-19 00:02:50 main:574] : INFO : Epoch 1802 | loss: 0.0311174 | val_loss: 0.031152 | Time: 3148.14 ms
[2022-02-19 00:02:54 main:574] : INFO : Epoch 1803 | loss: 0.0311203 | val_loss: 0.0311479 | Time: 3143.43 ms
[2022-02-19 00:02:57 main:574] : INFO : Epoch 1804 | loss: 0.0311214 | val_loss: 0.0311496 | Time: 3121.27 ms
[2022-02-19 00:03:00 main:574] : INFO : Epoch 1805 | loss: 0.031121 | val_loss: 0.0311486 | Time: 3184.86 ms
[2022-02-19 00:03:03 main:574] : INFO : Epoch 1806 | loss: 0.031119 | val_loss: 0.031147 | Time: 3130.52 ms
[2022-02-19 00:03:06 main:574] : INFO : Epoch 1807 | loss: 0.0311165 | val_loss: 0.0311501 | Time: 3160.76 ms
[2022-02-19 00:03:09 main:574] : INFO : Epoch 1808 | loss: 0.0311157 | val_loss: 0.0311457 | Time: 3133.59 ms
[2022-02-19 00:03:12 main:574] : INFO : Epoch 1809 | loss: 0.0311148 | val_loss: 0.031147 | Time: 3124.73 ms
[2022-02-19 00:03:16 main:574] : INFO : Epoch 1810 | loss: 0.031115 | val_loss: 0.0311465 | Time: 3181.98 ms
[2022-02-19 00:03:19 main:574] : INFO : Epoch 1811 | loss: 0.0311135 | val_loss: 0.0311504 | Time: 3142.46 ms
[2022-02-19 00:03:22 main:574] : INFO : Epoch 1812 | loss: 0.0311143 | val_loss: 0.031149 | Time: 3140.27 ms
[2022-02-19 00:03:25 main:574] : INFO : Epoch 1813 | loss: 0.0311167 | val_loss: 0.031151 | Time: 3154.4 ms
[2022-02-19 00:03:28 main:574] : INFO : Epoch 1814 | loss: 0.0311147 | val_loss: 0.0311494 | Time: 3153.33 ms
[2022-02-19 00:03:31 main:574] : INFO : Epoch 1815 | loss: 0.0311162 | val_loss: 0.0311496 | Time: 3160.14 ms
[2022-02-19 00:03:35 main:574] : INFO : Epoch 1816 | loss: 0.0311156 | val_loss: 0.0311473 | Time: 3148.26 ms
[2022-02-19 00:03:38 main:574] : INFO : Epoch 1817 | loss: 0.0311179 | val_loss: 0.0311497 | Time: 3150.99 ms
[2022-02-19 00:03:41 main:574] : INFO : Epoch 1818 | loss: 0.0311168 | val_loss: 0.0311491 | Time: 3131.08 ms
[2022-02-19 00:03:44 main:574] : INFO : Epoch 1819 | loss: 0.0311151 | val_loss: 0.0311485 | Time: 3167.55 ms
[2022-02-19 00:03:47 main:574] : INFO : Epoch 1820 | loss: 0.0311156 | val_loss: 0.0311563 | Time: 3166.12 ms
[2022-02-19 00:03:50 main:574] : INFO : Epoch 1821 | loss: 0.0311172 | val_loss: 0.0311547 | Time: 3150.25 ms
[2022-02-19 00:03:53 main:574] : INFO : Epoch 1822 | loss: 0.0311168 | val_loss: 0.0311525 | Time: 3147.4 ms
[2022-02-19 00:03:57 main:574] : INFO : Epoch 1823 | loss: 0.0311171 | val_loss: 0.0311507 | Time: 3176.69 ms
[2022-02-19 00:04:00 main:574] : INFO : Epoch 1824 | loss: 0.0311167 | val_loss: 0.0311477 | Time: 3211.01 ms
[2022-02-19 00:04:03 main:574] : INFO : Epoch 1825 | loss: 0.0311156 | val_loss: 0.0311468 | Time: 3133.11 ms
[2022-02-19 00:04:06 main:574] : INFO : Epoch 1826 | loss: 0.0311144 | val_loss: 0.031155 | Time: 3178.57 ms
[2022-02-19 00:04:09 main:574] : INFO : Epoch 1827 | loss: 0.0311161 | val_loss: 0.0311535 | Time: 3142.51 ms
[2022-02-19 00:04:13 main:574] : INFO : Epoch 1828 | loss: 0.031114 | val_loss: 0.0311568 | Time: 3148.18 ms
[2022-02-19 00:04:16 main:574] : INFO : Epoch 1829 | loss: 0.0311136 | val_loss: 0.0311576 | Time: 3158.29 ms
[2022-02-19 00:04:19 main:574] : INFO : Epoch 1830 | loss: 0.0311127 | val_loss: 0.031154 | Time: 3128.38 ms
[2022-02-19 00:04:22 main:574] : INFO : Epoch 1831 | loss: 0.0311146 | val_loss: 0.0311496 | Time: 3130.22 ms
[2022-02-19 00:04:25 main:574] : INFO : Epoch 1832 | loss: 0.0311168 | val_loss: 0.0311562 | Time: 3126.02 ms
[2022-02-19 00:04:28 main:574] : INFO : Epoch 1833 | loss: 0.0311176 | val_loss: 0.0311491 | Time: 3155.46 ms
[2022-02-19 00:04:31 main:574] : INFO : Epoch 1834 | loss: 0.031113 | val_loss: 0.0311529 | Time: 3143.11 ms
[2022-02-19 00:04:35 main:574] : INFO : Epoch 1835 | loss: 0.0311114 | val_loss: 0.0311588 | Time: 3143.83 ms
[2022-02-19 00:04:38 main:574] : INFO : Epoch 1836 | loss: 0.0311167 | val_loss: 0.0311534 | Time: 3164.63 ms
[2022-02-19 00:04:41 main:574] : INFO : Epoch 1837 | loss: 0.0311266 | val_loss: 0.0311458 | Time: 3159.83 ms
[2022-02-19 00:04:44 main:574] : INFO : Epoch 1838 | loss: 0.0311224 | val_loss: 0.0311465 | Time: 3143.68 ms
[2022-02-19 00:04:47 main:574] : INFO : Epoch 1839 | loss: 0.0311219 | val_loss: 0.0311442 | Time: 3147.71 ms
[2022-02-19 00:04:50 main:574] : INFO : Epoch 1840 | loss: 0.0311246 | val_loss: 0.0311565 | Time: 3141.41 ms
[2022-02-19 00:04:53 main:574] : INFO : Epoch 1841 | loss: 0.0421485 | val_loss: 0.039246 | Time: 3158.12 ms
[2022-02-19 00:04:57 main:574] : INFO : Epoch 1842 | loss: 0.0468427 | val_loss: 0.0339525 | Time: 3180.32 ms
[2022-02-19 00:05:00 main:574] : INFO : Epoch 1843 | loss: 0.0326565 | val_loss: 0.0316399 | Time: 3191.96 ms
[2022-02-19 00:05:03 main:574] : INFO : Epoch 1844 | loss: 0.031503 | val_loss: 0.0313767 | Time: 3148.87 ms
[2022-02-19 00:05:06 main:574] : INFO : Epoch 1845 | loss: 0.0313056 | val_loss: 0.0312837 | Time: 3169.31 ms
[2022-02-19 00:05:09 main:574] : INFO : Epoch 1846 | loss: 0.0312689 | val_loss: 0.0312671 | Time: 3172.33 ms
[2022-02-19 00:05:13 main:574] : INFO : Epoch 1847 | loss: 0.03126 | val_loss: 0.0312624 | Time: 3139.19 ms
[2022-02-19 00:05:16 main:574] : INFO : Epoch 1848 | loss: 0.0312565 | val_loss: 0.0312573 | Time: 3132.02 ms
[2022-02-19 00:05:19 main:574] : INFO : Epoch 1849 | loss: 0.0312534 | val_loss: 0.0312535 | Time: 3182.69 ms
[2022-02-19 00:05:22 main:574] : INFO : Epoch 1850 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 3175.24 ms
[2022-02-19 00:05:25 main:574] : INFO : Epoch 1851 | loss: 0.0312465 | val_loss: 0.0312479 | Time: 3136.11 ms
[2022-02-19 00:05:28 main:574] : INFO : Epoch 1852 | loss: 0.0312417 | val_loss: 0.0312418 | Time: 3175.97 ms
[2022-02-19 00:05:32 main:574] : INFO : Epoch 1853 | loss: 0.0312375 | val_loss: 0.0312373 | Time: 3136.18 ms
[2022-02-19 00:05:35 main:574] : INFO : Epoch 1854 | loss: 0.0312328 | val_loss: 0.031232 | Time: 3158.61 ms
[2022-02-19 00:05:38 main:574] : INFO : Epoch 1855 | loss: 0.0312278 | val_loss: 0.0312261 | Time: 3163.81 ms
[2022-02-19 00:05:41 main:574] : INFO : Epoch 1856 | loss: 0.0312215 | val_loss: 0.0312177 | Time: 3142.06 ms
[2022-02-19 00:05:44 main:574] : INFO : Epoch 1857 | loss: 0.0312132 | val_loss: 0.0312066 | Time: 3143.55 ms
[2022-02-19 00:05:47 main:574] : INFO : Epoch 1858 | loss: 0.0311991 | val_loss: 0.0311949 | Time: 3177.15 ms
[2022-02-19 00:05:50 main:574] : INFO : Epoch 1859 | loss: 0.0311819 | val_loss: 0.0311789 | Time: 3151.4 ms
[2022-02-19 00:05:54 main:574] : INFO : Epoch 1860 | loss: 0.0311709 | val_loss: 0.0311712 | Time: 3168.6 ms
[2022-02-19 00:05:57 main:574] : INFO : Epoch 1861 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 3146.8 ms
[2022-02-19 00:06:00 main:574] : INFO : Epoch 1862 | loss: 0.0311617 | val_loss: 0.0311653 | Time: 3208.9 ms
[2022-02-19 00:06:03 main:574] : INFO : Epoch 1863 | loss: 0.0311583 | val_loss: 0.0311626 | Time: 3140.68 ms
[2022-02-19 00:06:06 main:574] : INFO : Epoch 1864 | loss: 0.0311552 | val_loss: 0.0311603 | Time: 3169.66 ms
[2022-02-19 00:06:10 main:574] : INFO : Epoch 1865 | loss: 0.031155 | val_loss: 0.0311615 | Time: 3167.6 ms
[2022-02-19 00:06:13 main:574] : INFO : Epoch 1866 | loss: 0.0311545 | val_loss: 0.0311638 | Time: 3146.95 ms
[2022-02-19 00:06:16 main:574] : INFO : Epoch 1867 | loss: 0.0311536 | val_loss: 0.0311597 | Time: 3150.63 ms
[2022-02-19 00:06:19 main:574] : INFO : Epoch 1868 | loss: 0.0311523 | val_loss: 0.0311596 | Time: 3175.1 ms
[2022-02-19 00:06:22 main:574] : INFO : Epoch 1869 | loss: 0.0311517 | val_loss: 0.0311571 | Time: 3156.56 ms
[2022-02-19 00:06:25 main:574] : INFO : Epoch 1870 | loss: 0.0311516 | val_loss: 0.0311562 | Time: 3153.58 ms
[2022-02-19 00:06:28 main:574] : INFO : Epoch 1871 | loss: 0.0311506 | val_loss: 0.0311564 | Time: 3165.2 ms
[2022-02-19 00:06:32 main:574] : INFO : Epoch 1872 | loss: 0.0311498 | val_loss: 0.0311561 | Time: 3155.55 ms
[2022-02-19 00:06:35 main:574] : INFO : Epoch 1873 | loss: 0.0311481 | val_loss: 0.0311578 | Time: 3169.56 ms
[2022-02-19 00:06:38 main:574] : INFO : Epoch 1874 | loss: 0.0311479 | val_loss: 0.0311578 | Time: 3133.45 ms
[2022-02-19 00:06:41 main:574] : INFO : Epoch 1875 | loss: 0.0311484 | val_loss: 0.031157 | Time: 3164.16 ms
[2022-02-19 00:06:44 main:574] : INFO : Epoch 1876 | loss: 0.0311475 | val_loss: 0.0311553 | Time: 3134.45 ms
[2022-02-19 00:06:47 main:574] : INFO : Epoch 1877 | loss: 0.0311466 | val_loss: 0.0311554 | Time: 3139.83 ms
[2022-02-19 00:06:51 main:574] : INFO : Epoch 1878 | loss: 0.0311461 | val_loss: 0.0311549 | Time: 3171.77 ms
[2022-02-19 00:06:54 main:574] : INFO : Epoch 1879 | loss: 0.0311464 | val_loss: 0.0311536 | Time: 3155.75 ms
[2022-02-19 00:06:57 main:574] : INFO : Epoch 1880 | loss: 0.0311455 | val_loss: 0.0311522 | Time: 3133.73 ms
[2022-02-19 00:07:00 main:574] : INFO : Epoch 1881 | loss: 0.0311447 | val_loss: 0.0311512 | Time: 3193.34 ms
[2022-02-19 00:07:03 main:574] : INFO : Epoch 1882 | loss: 0.0311438 | val_loss: 0.0311523 | Time: 3162.36 ms
[2022-02-19 00:07:06 main:574] : INFO : Epoch 1883 | loss: 0.0311432 | val_loss: 0.0311536 | Time: 3147.04 ms
[2022-02-19 00:07:10 main:574] : INFO : Epoch 1884 | loss: 0.0311423 | val_loss: 0.0311521 | Time: 3144.97 ms
[2022-02-19 00:07:13 main:574] : INFO : Epoch 1885 | loss: 0.0311415 | val_loss: 0.0311521 | Time: 3141.48 ms
[2022-02-19 00:07:16 main:574] : INFO : Epoch 1886 | loss: 0.0311405 | val_loss: 0.0311508 | Time: 3141.15 ms
[2022-02-19 00:07:19 main:574] : INFO : Epoch 1887 | loss: 0.0311395 | val_loss: 0.0311506 | Time: 3151.97 ms
[2022-02-19 00:07:22 main:574] : INFO : Epoch 1888 | loss: 0.0311373 | val_loss: 0.0311487 | Time: 3150.82 ms
[2022-02-19 00:07:25 main:574] : INFO : Epoch 1889 | loss: 0.0311361 | val_loss: 0.0311479 | Time: 3139.88 ms
[2022-02-19 00:07:28 main:574] : INFO : Epoch 1890 | loss: 0.0311357 | val_loss: 0.0311465 | Time: 3135.23 ms
[2022-02-19 00:07:32 main:574] : INFO : Epoch 1891 | loss: 0.0311351 | val_loss: 0.0311464 | Time: 3191.66 ms
[2022-02-19 00:07:35 main:574] : INFO : Epoch 1892 | loss: 0.0311346 | val_loss: 0.0311503 | Time: 3153.65 ms
[2022-02-19 00:07:38 main:574] : INFO : Epoch 1893 | loss: 0.0311341 | val_loss: 0.0311485 | Time: 3138.67 ms
[2022-02-19 00:07:41 main:574] : INFO : Epoch 1894 | loss: 0.0311358 | val_loss: 0.0311466 | Time: 3164.84 ms
[2022-02-19 00:07:44 main:574] : INFO : Epoch 1895 | loss: 0.031134 | val_loss: 0.0311423 | Time: 3125.4 ms
[2022-02-19 00:07:47 main:574] : INFO : Epoch 1896 | loss: 0.0311309 | val_loss: 0.031145 | Time: 3149.11 ms
[2022-02-19 00:07:51 main:574] : INFO : Epoch 1897 | loss: 0.0311293 | val_loss: 0.0311448 | Time: 3159.18 ms
[2022-02-19 00:07:54 main:574] : INFO : Epoch 1898 | loss: 0.031129 | val_loss: 0.0311454 | Time: 3133.1 ms
[2022-02-19 00:07:57 main:574] : INFO : Epoch 1899 | loss: 0.0311293 | val_loss: 0.0311441 | Time: 3138.84 ms
[2022-02-19 00:08:00 main:574] : INFO : Epoch 1900 | loss: 0.031128 | val_loss: 0.0311428 | Time: 3191.22 ms
[2022-02-19 00:08:03 main:574] : INFO : Epoch 1901 | loss: 0.0311311 | val_loss: 0.0311457 | Time: 3141.74 ms
[2022-02-19 00:08:06 main:574] : INFO : Epoch 1902 | loss: 0.0311381 | val_loss: 0.0311479 | Time: 3132.53 ms
[2022-02-19 00:08:10 main:574] : INFO : Epoch 1903 | loss: 0.0311332 | val_loss: 0.0311457 | Time: 3166.15 ms
[2022-02-19 00:08:13 main:574] : INFO : Epoch 1904 | loss: 0.0311316 | val_loss: 0.0311438 | Time: 3152.27 ms
[2022-02-19 00:08:16 main:574] : INFO : Epoch 1905 | loss: 0.0311305 | val_loss: 0.0311441 | Time: 3137.09 ms
[2022-02-19 00:08:19 main:574] : INFO : Epoch 1906 | loss: 0.0311306 | val_loss: 0.0311448 | Time: 3142.97 ms
[2022-02-19 00:08:22 main:574] : INFO : Epoch 1907 | loss: 0.0311321 | val_loss: 0.0311527 | Time: 3137.3 ms
[2022-02-19 00:08:25 main:574] : INFO : Epoch 1908 | loss: 0.0311327 | val_loss: 0.0311441 | Time: 3148.84 ms
[2022-02-19 00:08:28 main:574] : INFO : Epoch 1909 | loss: 0.03113 | val_loss: 0.0311429 | Time: 3129.61 ms
[2022-02-19 00:08:32 main:574] : INFO : Epoch 1910 | loss: 0.0311289 | val_loss: 0.0311427 | Time: 3140.26 ms
[2022-02-19 00:08:35 main:574] : INFO : Epoch 1911 | loss: 0.0311299 | val_loss: 0.031141 | Time: 3136.2 ms
[2022-02-19 00:08:38 main:574] : INFO : Epoch 1912 | loss: 0.0311274 | val_loss: 0.0311418 | Time: 3156.35 ms
[2022-02-19 00:08:41 main:574] : INFO : Epoch 1913 | loss: 0.0311267 | val_loss: 0.0311414 | Time: 3134.55 ms
[2022-02-19 00:08:44 main:574] : INFO : Epoch 1914 | loss: 0.0311334 | val_loss: 0.0311441 | Time: 3150.88 ms
[2022-02-19 00:08:47 main:574] : INFO : Epoch 1915 | loss: 0.0311314 | val_loss: 0.0311435 | Time: 3136.49 ms
[2022-02-19 00:08:50 main:574] : INFO : Epoch 1916 | loss: 0.0311309 | val_loss: 0.0311438 | Time: 3148.29 ms
[2022-02-19 00:08:54 main:574] : INFO : Epoch 1917 | loss: 0.0311295 | val_loss: 0.0311482 | Time: 3172.02 ms
[2022-02-19 00:08:57 main:574] : INFO : Epoch 1918 | loss: 0.0311272 | val_loss: 0.0311418 | Time: 3154.82 ms
[2022-02-19 00:09:00 main:574] : INFO : Epoch 1919 | loss: 0.0311261 | val_loss: 0.0311422 | Time: 3140.96 ms
[2022-02-19 00:09:03 main:574] : INFO : Epoch 1920 | loss: 0.0311281 | val_loss: 0.0311411 | Time: 3219.08 ms
[2022-02-19 00:09:06 main:574] : INFO : Epoch 1921 | loss: 0.0311246 | val_loss: 0.0311396 | Time: 3132.92 ms
[2022-02-19 00:09:09 main:574] : INFO : Epoch 1922 | loss: 0.0311238 | val_loss: 0.0311433 | Time: 3156.46 ms
[2022-02-19 00:09:13 main:574] : INFO : Epoch 1923 | loss: 0.0311243 | val_loss: 0.0311382 | Time: 3177.56 ms
[2022-02-19 00:09:16 main:574] : INFO : Epoch 1924 | loss: 0.0311233 | val_loss: 0.0311405 | Time: 3136.45 ms
[2022-02-19 00:09:19 main:574] : INFO : Epoch 1925 | loss: 0.0311252 | val_loss: 0.0311394 | Time: 3139.43 ms
[2022-02-19 00:09:22 main:574] : INFO : Epoch 1926 | loss: 0.0311221 | val_loss: 0.0311443 | Time: 3160.35 ms
[2022-02-19 00:09:25 main:574] : INFO : Epoch 1927 | loss: 0.0311225 | val_loss: 0.0311405 | Time: 3163.24 ms
[2022-02-19 00:09:28 main:574] : INFO : Epoch 1928 | loss: 0.0311238 | val_loss: 0.0311449 | Time: 3148.21 ms
[2022-02-19 00:09:32 main:574] : INFO : Epoch 1929 | loss: 0.0311285 | val_loss: 0.0311413 | Time: 3138.82 ms
[2022-02-19 00:09:35 main:574] : INFO : Epoch 1930 | loss: 0.0311267 | val_loss: 0.0311426 | Time: 3151.34 ms
[2022-02-19 00:09:38 main:574] : INFO : Epoch 1931 | loss: 0.0311249 | val_loss: 0.0311455 | Time: 3151.8 ms
[2022-02-19 00:09:41 main:574] : INFO : Epoch 1932 | loss: 0.0311255 | val_loss: 0.0311411 | Time: 3138.66 ms
[2022-02-19 00:09:44 main:574] : INFO : Epoch 1933 | loss: 0.031125 | val_loss: 0.0311408 | Time: 3160.69 ms
[2022-02-19 00:09:47 main:574] : INFO : Epoch 1934 | loss: 0.031123 | val_loss: 0.0311423 | Time: 3149.81 ms
[2022-02-19 00:09:51 main:574] : INFO : Epoch 1935 | loss: 0.0311235 | val_loss: 0.0311405 | Time: 3139.87 ms
[2022-02-19 00:09:54 main:574] : INFO : Epoch 1936 | loss: 0.0311233 | val_loss: 0.0311434 | Time: 3171.35 ms
[2022-02-19 00:09:57 main:574] : INFO : Epoch 1937 | loss: 0.0311255 | val_loss: 0.0311528 | Time: 3125.76 ms
[2022-02-19 00:10:00 main:574] : INFO : Epoch 1938 | loss: 0.0311255 | val_loss: 0.0311484 | Time: 3163.26 ms
[2022-02-19 00:10:03 main:574] : INFO : Epoch 1939 | loss: 0.031122 | val_loss: 0.0311417 | Time: 3183.82 ms
[2022-02-19 00:10:06 main:574] : INFO : Epoch 1940 | loss: 0.0311214 | val_loss: 0.0311422 | Time: 3145.91 ms
[2022-02-19 00:10:09 main:574] : INFO : Epoch 1941 | loss: 0.0311211 | val_loss: 0.0311483 | Time: 3148.99 ms
[2022-02-19 00:10:13 main:574] : INFO : Epoch 1942 | loss: 0.0311234 | val_loss: 0.0311449 | Time: 3139.84 ms
[2022-02-19 00:10:16 main:574] : INFO : Epoch 1943 | loss: 0.031122 | val_loss: 0.0311424 | Time: 3164.57 ms
[2022-02-19 00:10:19 main:574] : INFO : Epoch 1944 | loss: 0.0311234 | val_loss: 0.0311406 | Time: 3142.09 ms
[2022-02-19 00:10:22 main:574] : INFO : Epoch 1945 | loss: 0.0311207 | val_loss: 0.0311435 | Time: 3143.94 ms
[2022-02-19 00:10:25 main:574] : INFO : Epoch 1946 | loss: 0.0311197 | val_loss: 0.0311444 | Time: 3168.5 ms
[2022-02-19 00:10:28 main:574] : INFO : Epoch 1947 | loss: 0.0311212 | val_loss: 0.0311459 | Time: 3150.17 ms
[2022-02-19 00:10:32 main:574] : INFO : Epoch 1948 | loss: 0.0311249 | val_loss: 0.0311455 | Time: 3142.24 ms
[2022-02-19 00:10:35 main:574] : INFO : Epoch 1949 | loss: 0.0311229 | val_loss: 0.0311399 | Time: 3173.89 ms
[2022-02-19 00:10:38 main:574] : INFO : Epoch 1950 | loss: 0.0311202 | val_loss: 0.0311451 | Time: 3150.53 ms
[2022-02-19 00:10:41 main:574] : INFO : Epoch 1951 | loss: 0.0311205 | val_loss: 0.0311411 | Time: 3143.16 ms
[2022-02-19 00:10:44 main:574] : INFO : Epoch 1952 | loss: 0.0311179 | val_loss: 0.0311383 | Time: 3144.18 ms
[2022-02-19 00:10:47 main:574] : INFO : Epoch 1953 | loss: 0.0311167 | val_loss: 0.0311417 | Time: 3152.95 ms
[2022-02-19 00:10:51 main:574] : INFO : Epoch 1954 | loss: 0.0311189 | val_loss: 0.0311417 | Time: 3141.63 ms
[2022-02-19 00:10:54 main:574] : INFO : Epoch 1955 | loss: 0.0311181 | val_loss: 0.0311437 | Time: 3147.78 ms
[2022-02-19 00:10:57 main:574] : INFO : Epoch 1956 | loss: 0.0311233 | val_loss: 0.0311563 | Time: 3155.55 ms
[2022-02-19 00:11:00 main:574] : INFO : Epoch 1957 | loss: 0.0311235 | val_loss: 0.0311458 | Time: 3139.64 ms
[2022-02-19 00:11:03 main:574] : INFO : Epoch 1958 | loss: 0.0311237 | val_loss: 0.0311509 | Time: 3186.2 ms
[2022-02-19 00:11:06 main:574] : INFO : Epoch 1959 | loss: 0.0311326 | val_loss: 0.0311587 | Time: 3171.03 ms
[2022-02-19 00:11:10 main:574] : INFO : Epoch 1960 | loss: 0.0311369 | val_loss: 0.0311545 | Time: 3135.31 ms
[2022-02-19 00:11:13 main:574] : INFO : Epoch 1961 | loss: 0.0311334 | val_loss: 0.0311494 | Time: 3137.98 ms
[2022-02-19 00:11:16 main:574] : INFO : Epoch 1962 | loss: 0.0311285 | val_loss: 0.0311473 | Time: 3182.9 ms
[2022-02-19 00:11:19 main:574] : INFO : Epoch 1963 | loss: 0.0311325 | val_loss: 0.0311658 | Time: 3139.65 ms
[2022-02-19 00:11:22 main:574] : INFO : Epoch 1964 | loss: 0.0311325 | val_loss: 0.0311525 | Time: 3153.15 ms
[2022-02-19 00:11:25 main:574] : INFO : Epoch 1965 | loss: 0.0311309 | val_loss: 0.0311437 | Time: 3155.61 ms
[2022-02-19 00:11:28 main:574] : INFO : Epoch 1966 | loss: 0.0311271 | val_loss: 0.0311437 | Time: 3145.7 ms
[2022-02-19 00:11:32 main:574] : INFO : Epoch 1967 | loss: 0.0311272 | val_loss: 0.0311554 | Time: 3147.62 ms
[2022-02-19 00:11:35 main:574] : INFO : Epoch 1968 | loss: 0.0311286 | val_loss: 0.0311497 | Time: 3142.77 ms
[2022-02-19 00:11:38 main:574] : INFO : Epoch 1969 | loss: 0.0311253 | val_loss: 0.0311434 | Time: 3161.95 ms
[2022-02-19 00:11:41 main:574] : INFO : Epoch 1970 | loss: 0.0311228 | val_loss: 0.0311442 | Time: 3154.5 ms
[2022-02-19 00:11:44 main:574] : INFO : Epoch 1971 | loss: 0.0311237 | val_loss: 0.0311438 | Time: 3149.15 ms
[2022-02-19 00:11:47 main:574] : INFO : Epoch 1972 | loss: 0.0311243 | val_loss: 0.0311497 | Time: 3117.41 ms
[2022-02-19 00:11:51 main:574] : INFO : Epoch 1973 | loss: 0.0311272 | val_loss: 0.0311427 | Time: 3144.73 ms
[2022-02-19 00:11:54 main:574] : INFO : Epoch 1974 | loss: 0.0311252 | val_loss: 0.0311457 | Time: 3129.12 ms
[2022-02-19 00:11:57 main:574] : INFO : Epoch 1975 | loss: 0.0311257 | val_loss: 0.0311442 | Time: 3160.2 ms
[2022-02-19 00:12:00 main:574] : INFO : Epoch 1976 | loss: 0.0311245 | val_loss: 0.0311535 | Time: 3144.63 ms
[2022-02-19 00:12:03 main:574] : INFO : Epoch 1977 | loss: 0.0311267 | val_loss: 0.0311455 | Time: 3168.37 ms
[2022-02-19 00:12:06 main:574] : INFO : Epoch 1978 | loss: 0.0311231 | val_loss: 0.0311477 | Time: 3153.75 ms
[2022-02-19 00:12:09 main:574] : INFO : Epoch 1979 | loss: 0.0311236 | val_loss: 0.0311456 | Time: 3149.72 ms
[2022-02-19 00:12:13 main:574] : INFO : Epoch 1980 | loss: 0.0311237 | val_loss: 0.0311464 | Time: 3142.73 ms
[2022-02-19 00:12:16 main:574] : INFO : Epoch 1981 | loss: 0.0311236 | val_loss: 0.0311443 | Time: 3127.31 ms
[2022-02-19 00:12:19 main:574] : INFO : Epoch 1982 | loss: 0.031127 | val_loss: 0.0311438 | Time: 3182.72 ms
[2022-02-19 00:12:22 main:574] : INFO : Epoch 1983 | loss: 0.0311275 | val_loss: 0.0311418 | Time: 3144.35 ms
[2022-02-19 00:12:25 main:574] : INFO : Epoch 1984 | loss: 0.0311251 | val_loss: 0.0311452 | Time: 3165.8 ms
[2022-02-19 00:12:28 main:574] : INFO : Epoch 1985 | loss: 0.031124 | val_loss: 0.0311475 | Time: 3171.9 ms
[2022-02-19 00:12:32 main:574] : INFO : Epoch 1986 | loss: 0.0311221 | val_loss: 0.0311465 | Time: 3137.64 ms
[2022-02-19 00:12:35 main:574] : INFO : Epoch 1987 | loss: 0.0311223 | val_loss: 0.0311508 | Time: 3142 ms
[2022-02-19 00:12:38 main:574] : INFO : Epoch 1988 | loss: 0.0311211 | val_loss: 0.0311455 | Time: 3178.31 ms
[2022-02-19 00:12:41 main:574] : INFO : Epoch 1989 | loss: 0.0311205 | val_loss: 0.0311417 | Time: 3161.07 ms
[2022-02-19 00:12:44 main:574] : INFO : Epoch 1990 | loss: 0.0311234 | val_loss: 0.0311416 | Time: 3141.34 ms
[2022-02-19 00:12:47 main:574] : INFO : Epoch 1991 | loss: 0.0311242 | val_loss: 0.0311403 | Time: 3148.44 ms
[2022-02-19 00:12:51 main:574] : INFO : Epoch 1992 | loss: 0.0311217 | val_loss: 0.0311412 | Time: 3150.32 ms
[2022-02-19 00:12:54 main:574] : INFO : Epoch 1993 | loss: 0.0311202 | val_loss: 0.0311407 | Time: 3143.71 ms
[2022-02-19 00:12:57 main:574] : INFO : Epoch 1994 | loss: 0.0311228 | val_loss: 0.0311386 | Time: 3158.91 ms
[2022-02-19 00:13:00 main:574] : INFO : Epoch 1995 | loss: 0.0311237 | val_loss: 0.0311463 | Time: 3147.38 ms
[2022-02-19 00:13:03 main:574] : INFO : Epoch 1996 | loss: 0.031138 | val_loss: 0.0311466 | Time: 3171.58 ms
[2022-02-19 00:13:06 main:574] : INFO : Epoch 1997 | loss: 0.0311311 | val_loss: 0.031143 | Time: 3162.94 ms
[2022-02-19 00:13:10 main:574] : INFO : Epoch 1998 | loss: 0.0311321 | val_loss: 0.0311479 | Time: 3171.16 ms
[2022-02-19 00:13:13 main:574] : INFO : Epoch 1999 | loss: 0.0311269 | val_loss: 0.0311453 | Time: 3127.99 ms
[2022-02-19 00:13:16 main:574] : INFO : Epoch 2000 | loss: 0.0311277 | val_loss: 0.0311393 | Time: 3133.03 ms
[2022-02-19 00:13:19 main:574] : INFO : Epoch 2001 | loss: 0.0311243 | val_loss: 0.0311404 | Time: 3171.24 ms
[2022-02-19 00:13:22 main:574] : INFO : Epoch 2002 | loss: 0.0311258 | val_loss: 0.0311386 | Time: 3151 ms
[2022-02-19 00:13:25 main:574] : INFO : Epoch 2003 | loss: 0.0311255 | val_loss: 0.0311452 | Time: 3151.53 ms
[2022-02-19 00:13:28 main:574] : INFO : Epoch 2004 | loss: 0.0311264 | val_loss: 0.0311409 | Time: 3175.4 ms
[2022-02-19 00:13:32 main:574] : INFO : Epoch 2005 | loss: 0.0311275 | val_loss: 0.031135 | Time: 3169.22 ms
[2022-02-19 00:13:35 main:574] : INFO : Epoch 2006 | loss: 0.0311268 | val_loss: 0.031138 | Time: 3157.8 ms
[2022-02-19 00:13:38 main:574] : INFO : Epoch 2007 | loss: 0.0311284 | val_loss: 0.0311398 | Time: 3141.31 ms
[2022-02-19 00:13:41 main:574] : INFO : Epoch 2008 | loss: 0.0311248 | val_loss: 0.0311389 | Time: 3151.48 ms
[2022-02-19 00:13:44 main:574] : INFO : Epoch 2009 | loss: 0.0311235 | val_loss: 0.0311377 | Time: 3150.75 ms
[2022-02-19 00:13:47 main:574] : INFO : Epoch 2010 | loss: 0.0311333 | val_loss: 0.031143 | Time: 3150.22 ms
[2022-02-19 00:13:51 main:574] : INFO : Epoch 2011 | loss: 0.0311314 | val_loss: 0.0311407 | Time: 3139.29 ms
[2022-02-19 00:13:54 main:574] : INFO : Epoch 2012 | loss: 0.0311284 | val_loss: 0.0311365 | Time: 3152.53 ms
[2022-02-19 00:13:57 main:574] : INFO : Epoch 2013 | loss: 0.0311269 | val_loss: 0.0311428 | Time: 3149.61 ms
[2022-02-19 00:14:00 main:574] : INFO : Epoch 2014 | loss: 0.0311287 | val_loss: 0.03114 | Time: 3151.32 ms
[2022-02-19 00:14:03 main:574] : INFO : Epoch 2015 | loss: 0.0311291 | val_loss: 0.0311374 | Time: 3169.86 ms
[2022-02-19 00:14:06 main:574] : INFO : Epoch 2016 | loss: 0.0311257 | val_loss: 0.0311398 | Time: 3138.36 ms
[2022-02-19 00:14:10 main:574] : INFO : Epoch 2017 | loss: 0.0311249 | val_loss: 0.0311392 | Time: 3156.7 ms
[2022-02-19 00:14:13 main:574] : INFO : Epoch 2018 | loss: 0.0311247 | val_loss: 0.0311388 | Time: 3149.56 ms
[2022-02-19 00:14:16 main:574] : INFO : Epoch 2019 | loss: 0.031126 | val_loss: 0.0311391 | Time: 3133 ms
[2022-02-19 00:14:19 main:574] : INFO : Epoch 2020 | loss: 0.0311294 | val_loss: 0.0311395 | Time: 3151.95 ms
[2022-02-19 00:14:22 main:574] : INFO : Epoch 2021 | loss: 0.0311223 | val_loss: 0.0311376 | Time: 3155.11 ms
[2022-02-19 00:14:25 main:574] : INFO : Epoch 2022 | loss: 0.0311219 | val_loss: 0.031137 | Time: 3141.39 ms
[2022-02-19 00:14:28 main:574] : INFO : Epoch 2023 | loss: 0.031125 | val_loss: 0.0311407 | Time: 3152.04 ms
[2022-02-19 00:14:32 main:574] : INFO : Epoch 2024 | loss: 0.0311286 | val_loss: 0.0311492 | Time: 3177.63 ms
[2022-02-19 00:14:35 main:574] : INFO : Epoch 2025 | loss: 0.0311389 | val_loss: 0.0311475 | Time: 3140.92 ms
[2022-02-19 00:14:38 main:574] : INFO : Epoch 2026 | loss: 0.031143 | val_loss: 0.0311482 | Time: 3144.79 ms
[2022-02-19 00:14:41 main:574] : INFO : Epoch 2027 | loss: 0.0311399 | val_loss: 0.0311542 | Time: 3177.09 ms
[2022-02-19 00:14:44 main:574] : INFO : Epoch 2028 | loss: 0.0311372 | val_loss: 0.0311441 | Time: 3128.12 ms
[2022-02-19 00:14:47 main:574] : INFO : Epoch 2029 | loss: 0.0311364 | val_loss: 0.031143 | Time: 3146.55 ms
[2022-02-19 00:14:51 main:574] : INFO : Epoch 2030 | loss: 0.0311341 | val_loss: 0.0311426 | Time: 3167.86 ms
[2022-02-19 00:14:54 main:574] : INFO : Epoch 2031 | loss: 0.0311315 | val_loss: 0.0311414 | Time: 3140.05 ms
[2022-02-19 00:14:57 main:574] : INFO : Epoch 2032 | loss: 0.0311317 | val_loss: 0.0311407 | Time: 3144.5 ms
[2022-02-19 00:15:00 main:574] : INFO : Epoch 2033 | loss: 0.0311294 | val_loss: 0.0311388 | Time: 3151.65 ms
[2022-02-19 00:15:03 main:574] : INFO : Epoch 2034 | loss: 0.0311288 | val_loss: 0.0311378 | Time: 3175.11 ms
[2022-02-19 00:15:06 main:574] : INFO : Epoch 2035 | loss: 0.0311314 | val_loss: 0.0311411 | Time: 3153.09 ms
[2022-02-19 00:15:10 main:574] : INFO : Epoch 2036 | loss: 0.0311349 | val_loss: 0.0311371 | Time: 3150.84 ms
[2022-02-19 00:15:13 main:574] : INFO : Epoch 2037 | loss: 0.0311362 | val_loss: 0.0311385 | Time: 3165.51 ms
[2022-02-19 00:15:16 main:574] : INFO : Epoch 2038 | loss: 0.0311281 | val_loss: 0.0311402 | Time: 3142.61 ms
[2022-02-19 00:15:19 main:574] : INFO : Epoch 2039 | loss: 0.0311251 | val_loss: 0.0311516 | Time: 3145.73 ms
[2022-02-19 00:15:22 main:574] : INFO : Epoch 2040 | loss: 0.0311325 | val_loss: 0.0311506 | Time: 3166.42 ms
[2022-02-19 00:15:25 main:574] : INFO : Epoch 2041 | loss: 0.0311278 | val_loss: 0.0311434 | Time: 3152.84 ms
[2022-02-19 00:15:28 main:574] : INFO : Epoch 2042 | loss: 0.0311247 | val_loss: 0.0311392 | Time: 3140.2 ms
[2022-02-19 00:15:32 main:574] : INFO : Epoch 2043 | loss: 0.0311252 | val_loss: 0.0311398 | Time: 3177.85 ms
[2022-02-19 00:15:35 main:574] : INFO : Epoch 2044 | loss: 0.0311313 | val_loss: 0.0311466 | Time: 3150.29 ms
[2022-02-19 00:15:38 main:574] : INFO : Epoch 2045 | loss: 0.0311341 | val_loss: 0.0311513 | Time: 3152.53 ms
[2022-02-19 00:15:41 main:574] : INFO : Epoch 2046 | loss: 0.0311347 | val_loss: 0.031149 | Time: 3178.32 ms
[2022-02-19 00:15:44 main:574] : INFO : Epoch 2047 | loss: 0.0311375 | val_loss: 0.0311399 | Time: 3139.4 ms
[2022-02-19 00:15:47 main:574] : INFO : Epoch 2048 | loss: 0.0311325 | val_loss: 0.0311408 | Time: 3148.49 ms
[2022-02-19 00:15:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311408
[2022-02-19 00:15:47 main:603] : INFO : Saving end state to config to file
[2022-02-19 00:15:47 main:608] : INFO : Success, exiting..
00:15:47 (14848): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)