Task 12461759
| Name | ParityModified-1645994085-12737-1-0_0 |
| Workunit | 9628335 |
| Created | 3 Mar 2022, 18:38:29 UTC |
| Sent | 6 Mar 2022, 4:56:08 UTC |
| Report deadline | 14 Mar 2022, 4:56:08 UTC |
| Received | 7 Mar 2022, 19:03:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 45 min 16 sec |
| CPU time | 1 hours 43 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 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: 0.0311475 | val_loss: 0.0311554 | Time: 2996.66 ms
[2022-03-07 18:36:12 main:574] : INFO : Epoch 1543 | loss: 0.0311421 | val_loss: 0.0311527 | Time: 2873.41 ms
[2022-03-07 18:36:17 main:574] : INFO : Epoch 1544 | loss: 0.0311373 | val_loss: 0.0311536 | Time: 4217.07 ms
[2022-03-07 18:36:21 main:574] : INFO : Epoch 1545 | loss: 0.0311339 | val_loss: 0.0311523 | Time: 3692.84 ms
[2022-03-07 18:36:24 main:574] : INFO : Epoch 1546 | loss: 0.0311295 | val_loss: 0.0311521 | Time: 3459.5 ms
[2022-03-07 18:36:28 main:574] : INFO : Epoch 1547 | loss: 0.0311282 | val_loss: 0.0311554 | Time: 3484.91 ms
[2022-03-07 18:36:31 main:574] : INFO : Epoch 1548 | loss: 0.0311264 | val_loss: 0.0311511 | Time: 3421.82 ms
[2022-03-07 18:36:34 main:574] : INFO : Epoch 1549 | loss: 0.0311239 | val_loss: 0.0311517 | Time: 2910.35 ms
[2022-03-07 18:36:38 main:574] : INFO : Epoch 1550 | loss: 0.0311229 | val_loss: 0.0311513 | Time: 3583.09 ms
[2022-03-07 18:36:41 main:574] : INFO : Epoch 1551 | loss: 0.0311213 | val_loss: 0.0311503 | Time: 3214.58 ms
[2022-03-07 18:36:44 main:574] : INFO : Epoch 1552 | loss: 0.0311216 | val_loss: 0.0311546 | Time: 3445.81 ms
[2022-03-07 18:36:48 main:574] : INFO : Epoch 1553 | loss: 0.0311199 | val_loss: 0.0311541 | Time: 3800.19 ms
[2022-03-07 18:36:52 main:574] : INFO : Epoch 1554 | loss: 0.0311167 | val_loss: 0.0311545 | Time: 3895.4 ms
[2022-03-07 18:36:56 main:574] : INFO : Epoch 1555 | loss: 0.0311169 | val_loss: 0.031148 | Time: 3638.25 ms
[2022-03-07 18:36:59 main:574] : INFO : Epoch 1556 | loss: 0.0311179 | val_loss: 0.0311491 | Time: 3583.39 ms
[2022-03-07 18:37:03 main:574] : INFO : Epoch 1557 | loss: 0.0311158 | val_loss: 0.0311515 | Time: 3980.89 ms
[2022-03-07 18:37:07 main:574] : INFO : Epoch 1558 | loss: 0.0311175 | val_loss: 0.0311531 | Time: 3118.45 ms
[2022-03-07 18:37:10 main:574] : INFO : Epoch 1559 | loss: 0.0311163 | val_loss: 0.0311511 | Time: 3061.65 ms
[2022-03-07 18:37:14 main:574] : INFO : Epoch 1560 | loss: 0.0311136 | val_loss: 0.0311509 | Time: 4180.15 ms
[2022-03-07 18:37:19 main:574] : INFO : Epoch 1561 | loss: 0.0311142 | val_loss: 0.0311547 | Time: 4914.57 ms
[2022-03-07 18:37:24 main:574] : INFO : Epoch 1562 | loss: 0.031117 | val_loss: 0.0311579 | Time: 5368.56 ms
[2022-03-07 18:37:29 main:574] : INFO : Epoch 1563 | loss: 0.0311163 | val_loss: 0.03115 | Time: 4756.31 ms
[2022-03-07 18:37:33 main:574] : INFO : Epoch 1564 | loss: 0.0311147 | val_loss: 0.0311488 | Time: 3388.55 ms
[2022-03-07 18:37:36 main:574] : INFO : Epoch 1565 | loss: 0.0311135 | val_loss: 0.0311514 | Time: 3842.78 ms
[2022-03-07 18:37:40 main:574] : INFO : Epoch 1566 | loss: 0.0311152 | val_loss: 0.0311517 | Time: 3614.91 ms
[2022-03-07 18:37:43 main:574] : INFO : Epoch 1567 | loss: 0.0311132 | val_loss: 0.0311519 | Time: 3274.26 ms
[2022-03-07 18:37:47 main:574] : INFO : Epoch 1568 | loss: 0.0311134 | val_loss: 0.0311548 | Time: 3087.13 ms
[2022-03-07 18:37:51 main:574] : INFO : Epoch 1569 | loss: 0.0311185 | val_loss: 0.0311561 | Time: 4546.19 ms
[2022-03-07 18:37:56 main:574] : INFO : Epoch 1570 | loss: 0.031117 | val_loss: 0.0311556 | Time: 4982.2 ms
[2022-03-07 18:38:00 main:574] : INFO : Epoch 1571 | loss: 0.0311139 | val_loss: 0.031154 | Time: 3434.24 ms
[2022-03-07 18:38:03 main:574] : INFO : Epoch 1572 | loss: 0.0311126 | val_loss: 0.0311508 | Time: 3105.09 ms
[2022-03-07 18:38:06 main:574] : INFO : Epoch 1573 | loss: 0.0311126 | val_loss: 0.0311544 | Time: 3524.37 ms
[2022-03-07 18:38:10 main:574] : INFO : Epoch 1574 | loss: 0.0311106 | val_loss: 0.0311529 | Time: 3701.99 ms
[2022-03-07 18:38:13 main:574] : INFO : Epoch 1575 | loss: 0.031117 | val_loss: 0.0311736 | Time: 3246.12 ms
[2022-03-07 18:38:17 main:574] : INFO : Epoch 1576 | loss: 0.0311176 | val_loss: 0.0311512 | Time: 3538.92 ms
[2022-03-07 18:38:20 main:574] : INFO : Epoch 1577 | loss: 0.0311122 | val_loss: 0.0311523 | Time: 3515.97 ms
[2022-03-07 18:38:24 main:574] : INFO : Epoch 1578 | loss: 0.0311117 | val_loss: 0.0311536 | Time: 3387.46 ms
[2022-03-07 18:38:28 main:574] : INFO : Epoch 1579 | loss: 0.0311109 | val_loss: 0.031158 | Time: 3574.27 ms
[2022-03-07 18:38:31 main:574] : INFO : Epoch 1580 | loss: 0.0311174 | val_loss: 0.0311541 | Time: 3334.62 ms
[2022-03-07 18:38:34 main:574] : INFO : Epoch 1581 | loss: 0.0311206 | val_loss: 0.0311529 | Time: 3440 ms
[2022-03-07 18:38:38 main:574] : INFO : Epoch 1582 | loss: 0.0311142 | val_loss: 0.0311525 | Time: 3569.33 ms
[2022-03-07 18:38:42 main:574] : INFO : Epoch 1583 | loss: 0.0311124 | val_loss: 0.0311508 | Time: 3857.84 ms
[2022-03-07 18:38:46 main:574] : INFO : Epoch 1584 | loss: 0.0311109 | val_loss: 0.0311541 | Time: 4039.94 ms
[2022-03-07 18:38:49 main:574] : INFO : Epoch 1585 | loss: 0.0311127 | val_loss: 0.0311502 | Time: 3189.45 ms
[2022-03-07 18:38:53 main:574] : INFO : Epoch 1586 | loss: 0.0311126 | val_loss: 0.0311517 | Time: 3509.55 ms
[2022-03-07 18:38:57 main:574] : INFO : Epoch 1587 | loss: 0.0311136 | val_loss: 0.0311511 | Time: 4118.87 ms
[2022-03-07 18:39:00 main:574] : INFO : Epoch 1588 | loss: 0.0311148 | val_loss: 0.0311506 | Time: 3507.07 ms
[2022-03-07 18:39:04 main:574] : INFO : Epoch 1589 | loss: 0.0311165 | val_loss: 0.0311592 | Time: 3648.84 ms
[2022-03-07 18:39:08 main:574] : INFO : Epoch 1590 | loss: 0.0311145 | val_loss: 0.0311521 | Time: 3365.66 ms
[2022-03-07 18:39:11 main:574] : INFO : Epoch 1591 | loss: 0.0311126 | val_loss: 0.0311538 | Time: 3499.27 ms
[2022-03-07 18:39:14 main:574] : INFO : Epoch 1592 | loss: 0.0311117 | val_loss: 0.0311531 | Time: 2633.96 ms
[2022-03-07 18:39:17 main:574] : INFO : Epoch 1593 | loss: 0.0311139 | val_loss: 0.031154 | Time: 2851.16 ms
[2022-03-07 18:39:19 main:574] : INFO : Epoch 1594 | loss: 0.0311122 | val_loss: 0.0311576 | Time: 2704.5 ms
[2022-03-07 18:39:22 main:574] : INFO : Epoch 1595 | loss: 0.0311115 | val_loss: 0.0311547 | Time: 2891.75 ms
[2022-03-07 18:39:25 main:574] : INFO : Epoch 1596 | loss: 0.0311094 | val_loss: 0.031159 | Time: 2939.18 ms
[2022-03-07 18:39:30 main:574] : INFO : Epoch 1597 | loss: 0.0311087 | val_loss: 0.031156 | Time: 4924.51 ms
[2022-03-07 18:39:35 main:574] : INFO : Epoch 1598 | loss: 0.0311093 | val_loss: 0.0311545 | Time: 4724.83 ms
[2022-03-07 18:39:39 main:574] : INFO : Epoch 1599 | loss: 0.0311075 | val_loss: 0.0311548 | Time: 3708.19 ms
[2022-03-07 18:39:43 main:574] : INFO : Epoch 1600 | loss: 0.0311059 | val_loss: 0.031156 | Time: 3998.83 ms
[2022-03-07 18:39:46 main:574] : INFO : Epoch 1601 | loss: 0.0311084 | val_loss: 0.0311628 | Time: 3515.81 ms
[2022-03-07 18:39:50 main:574] : INFO : Epoch 1602 | loss: 0.0311077 | val_loss: 0.0311566 | Time: 3638.49 ms
[2022-03-07 18:39:53 main:574] : INFO : Epoch 1603 | loss: 0.0311085 | val_loss: 0.0311528 | Time: 2981.43 ms
[2022-03-07 18:39:56 main:574] : INFO : Epoch 1604 | loss: 0.0311073 | val_loss: 0.0311595 | Time: 3178.37 ms
[2022-03-07 18:40:00 main:574] : INFO : Epoch 1605 | loss: 0.0311071 | val_loss: 0.0311552 | Time: 3658.06 ms
[2022-03-07 18:40:04 main:574] : INFO : Epoch 1606 | loss: 0.0311089 | val_loss: 0.0311531 | Time: 3691.87 ms
[2022-03-07 18:40:07 main:574] : INFO : Epoch 1607 | loss: 0.031111 | val_loss: 0.0311564 | Time: 3569.88 ms
[2022-03-07 18:40:11 main:574] : INFO : Epoch 1608 | loss: 0.0311121 | val_loss: 0.0311558 | Time: 3663.52 ms
[2022-03-07 18:40:15 main:574] : INFO : Epoch 1609 | loss: 0.0311155 | val_loss: 0.0311521 | Time: 3596.41 ms
[2022-03-07 18:40:19 main:574] : INFO : Epoch 1610 | loss: 0.0311129 | val_loss: 0.0311508 | Time: 3953.93 ms
[2022-03-07 18:40:22 main:574] : INFO : Epoch 1611 | loss: 0.0311096 | val_loss: 0.0311563 | Time: 3661.2 ms
[2022-03-07 18:40:26 main:574] : INFO : Epoch 1612 | loss: 0.0311099 | val_loss: 0.0311547 | Time: 3822.66 ms
[2022-03-07 18:40:30 main:574] : INFO : Epoch 1613 | loss: 0.0311094 | val_loss: 0.0311552 | Time: 4076.69 ms
[2022-03-07 18:40:34 main:574] : INFO : Epoch 1614 | loss: 0.0311082 | val_loss: 0.0311552 | Time: 3399.82 ms
[2022-03-07 18:40:37 main:574] : INFO : Epoch 1615 | loss: 0.0311067 | val_loss: 0.0311582 | Time: 3300.87 ms
[2022-03-07 18:40:41 main:574] : INFO : Epoch 1616 | loss: 0.0311056 | val_loss: 0.031153 | Time: 3458.17 ms
[2022-03-07 18:40:44 main:574] : INFO : Epoch 1617 | loss: 0.0311066 | val_loss: 0.0311566 | Time: 3669.45 ms
[2022-03-07 18:40:48 main:574] : INFO : Epoch 1618 | loss: 0.0311108 | val_loss: 0.0311542 | Time: 3599.94 ms
[2022-03-07 18:40:52 main:574] : INFO : Epoch 1619 | loss: 0.0311134 | val_loss: 0.031159 | Time: 3574.46 ms
[2022-03-07 18:40:55 main:574] : INFO : Epoch 1620 | loss: 0.0311141 | val_loss: 0.0311531 | Time: 3760.17 ms
[2022-03-07 18:40:59 main:574] : INFO : Epoch 1621 | loss: 0.0311105 | val_loss: 0.0311503 | Time: 3413.6 ms
[2022-03-07 18:41:03 main:574] : INFO : Epoch 1622 | loss: 0.0311086 | val_loss: 0.0311579 | Time: 3666.8 ms
[2022-03-07 18:41:05 main:574] : INFO : Epoch 1623 | loss: 0.0311111 | val_loss: 0.0311572 | Time: 2912.23 ms
[2022-03-07 18:41:09 main:574] : INFO : Epoch 1624 | loss: 0.0311137 | val_loss: 0.0311612 | Time: 3713.14 ms
[2022-03-07 18:41:13 main:574] : INFO : Epoch 1625 | loss: 0.0311132 | val_loss: 0.0311565 | Time: 3287.55 ms
[2022-03-07 18:41:17 main:574] : INFO : Epoch 1626 | loss: 0.0311163 | val_loss: 0.0311591 | Time: 4773.19 ms
[2022-03-07 18:41:22 main:574] : INFO : Epoch 1627 | loss: 0.0311127 | val_loss: 0.0311561 | Time: 4654.17 ms
[2022-03-07 18:41:27 main:574] : INFO : Epoch 1628 | loss: 0.0311147 | val_loss: 0.0311603 | Time: 4752.73 ms
[2022-03-07 18:41:31 main:574] : INFO : Epoch 1629 | loss: 0.0311129 | val_loss: 0.0311554 | Time: 4194.79 ms
[2022-03-07 18:41:35 main:574] : INFO : Epoch 1630 | loss: 0.0311195 | val_loss: 0.0311527 | Time: 3845.78 ms
[2022-03-07 18:41:38 main:574] : INFO : Epoch 1631 | loss: 0.0311184 | val_loss: 0.0311467 | Time: 3383.66 ms
[2022-03-07 18:41:42 main:574] : INFO : Epoch 1632 | loss: 0.0311159 | val_loss: 0.0311501 | Time: 3418.54 ms
[2022-03-07 18:41:45 main:574] : INFO : Epoch 1633 | loss: 0.0311138 | val_loss: 0.031155 | Time: 3131.39 ms
[2022-03-07 18:41:48 main:574] : INFO : Epoch 1634 | loss: 0.0311136 | val_loss: 0.0311535 | Time: 2792.13 ms
[2022-03-07 18:41:51 main:574] : INFO : Epoch 1635 | loss: 0.031114 | val_loss: 0.0311546 | Time: 2549.98 ms
[2022-03-07 18:41:53 main:574] : INFO : Epoch 1636 | loss: 0.0311121 | val_loss: 0.0311558 | Time: 2557.07 ms
[2022-03-07 18:41:56 main:574] : INFO : Epoch 1637 | loss: 0.0311097 | val_loss: 0.0311481 | Time: 2806.62 ms
[2022-03-07 18:41:59 main:574] : INFO : Epoch 1638 | loss: 0.0311073 | val_loss: 0.0311576 | Time: 2712.34 ms
[2022-03-07 18:42:03 main:574] : INFO : Epoch 1639 | loss: 0.0311067 | val_loss: 0.0311539 | Time: 3850.77 ms
[2022-03-07 18:42:06 main:574] : INFO : Epoch 1640 | loss: 0.0311045 | val_loss: 0.0311527 | Time: 3263.73 ms
[2022-03-07 18:42:09 main:574] : INFO : Epoch 1641 | loss: 0.0311041 | val_loss: 0.0311553 | Time: 2971.69 ms
[2022-03-07 18:42:13 main:574] : INFO : Epoch 1642 | loss: 0.0311045 | val_loss: 0.0311559 | Time: 3923.11 ms
[2022-03-07 18:42:17 main:574] : INFO : Epoch 1643 | loss: 0.0311035 | val_loss: 0.031155 | Time: 3659.53 ms
[2022-03-07 18:42:21 main:574] : INFO : Epoch 1644 | loss: 0.0311036 | val_loss: 0.0311539 | Time: 4120.88 ms
[2022-03-07 18:42:24 main:574] : INFO : Epoch 1645 | loss: 0.0311046 | val_loss: 0.0311568 | Time: 3241.62 ms
[2022-03-07 18:42:27 main:574] : INFO : Epoch 1646 | loss: 0.0311066 | val_loss: 0.031158 | Time: 3198.33 ms
[2022-03-07 18:42:31 main:574] : INFO : Epoch 1647 | loss: 0.0311146 | val_loss: 0.0311601 | Time: 3560.03 ms
[2022-03-07 18:42:34 main:574] : INFO : Epoch 1648 | loss: 0.0311295 | val_loss: 0.0311561 | Time: 3427.59 ms
[2022-03-07 18:42:37 main:574] : INFO : Epoch 1649 | loss: 0.0311302 | val_loss: 0.0311544 | Time: 3155.29 ms
[2022-03-07 18:42:42 main:574] : INFO : Epoch 1650 | loss: 0.0311305 | val_loss: 0.0311496 | Time: 4199.84 ms
[2022-03-07 18:42:45 main:574] : INFO : Epoch 1651 | loss: 0.0311328 | val_loss: 0.0311522 | Time: 3199.95 ms
[2022-03-07 18:42:49 main:574] : INFO : Epoch 1652 | loss: 0.0311312 | val_loss: 0.0311516 | Time: 3786.33 ms
[2022-03-07 18:42:52 main:574] : INFO : Epoch 1653 | loss: 0.0311292 | val_loss: 0.0311489 | Time: 3133.88 ms
[2022-03-07 18:42:55 main:574] : INFO : Epoch 1654 | loss: 0.0311233 | val_loss: 0.0311515 | Time: 2680.2 ms
[2022-03-07 18:42:57 main:574] : INFO : Epoch 1655 | loss: 0.0311223 | val_loss: 0.0311475 | Time: 2698.91 ms
[2022-03-07 18:43:00 main:574] : INFO : Epoch 1656 | loss: 0.0311215 | val_loss: 0.0311487 | Time: 2813.27 ms
[2022-03-07 18:43:03 main:574] : INFO : Epoch 1657 | loss: 0.0311221 | val_loss: 0.0311553 | Time: 2816.52 ms
[2022-03-07 18:43:06 main:574] : INFO : Epoch 1658 | loss: 0.0311212 | val_loss: 0.0311494 | Time: 2741.49 ms
[2022-03-07 18:43:09 main:574] : INFO : Epoch 1659 | loss: 0.0311192 | val_loss: 0.0311462 | Time: 2807.89 ms
[2022-03-07 18:43:12 main:574] : INFO : Epoch 1660 | loss: 0.0311176 | val_loss: 0.0311483 | Time: 3284.55 ms
[2022-03-07 18:43:15 main:574] : INFO : Epoch 1661 | loss: 0.0311253 | val_loss: 0.0311522 | Time: 3062.86 ms
[2022-03-07 18:43:18 main:574] : INFO : Epoch 1662 | loss: 0.0311267 | val_loss: 0.0311536 | Time: 2596.84 ms
[2022-03-07 18:43:20 main:574] : INFO : Epoch 1663 | loss: 0.0311279 | val_loss: 0.0311475 | Time: 2550.05 ms
[2022-03-07 18:43:23 main:574] : INFO : Epoch 1664 | loss: 0.0311244 | val_loss: 0.0311464 | Time: 2751.59 ms
[2022-03-07 18:43:26 main:574] : INFO : Epoch 1665 | loss: 0.031121 | val_loss: 0.0311456 | Time: 2570.56 ms
[2022-03-07 18:43:28 main:574] : INFO : Epoch 1666 | loss: 0.0311202 | val_loss: 0.031148 | Time: 2613.97 ms
[2022-03-07 18:43:31 main:574] : INFO : Epoch 1667 | loss: 0.0311199 | val_loss: 0.031152 | Time: 2766.14 ms
[2022-03-07 18:43:34 main:574] : INFO : Epoch 1668 | loss: 0.0311173 | val_loss: 0.031148 | Time: 2906.16 ms
[2022-03-07 18:43:37 main:574] : INFO : Epoch 1669 | loss: 0.0311152 | val_loss: 0.0311555 | Time: 3026.55 ms
[2022-03-07 18:43:40 main:574] : INFO : Epoch 1670 | loss: 0.0311177 | val_loss: 0.0311498 | Time: 2973.89 ms
[2022-03-07 18:43:43 main:574] : INFO : Epoch 1671 | loss: 0.0311159 | val_loss: 0.0311503 | Time: 2711.94 ms
[2022-03-07 18:43:46 main:574] : INFO : Epoch 1672 | loss: 0.0311116 | val_loss: 0.0311523 | Time: 2766.03 ms
[2022-03-07 18:43:49 main:574] : INFO : Epoch 1673 | loss: 0.0311095 | val_loss: 0.0311466 | Time: 2773.84 ms
[2022-03-07 18:43:52 main:574] : INFO : Epoch 1674 | loss: 0.0311097 | val_loss: 0.0311542 | Time: 2949.5 ms
[2022-03-07 18:43:55 main:574] : INFO : Epoch 1675 | loss: 0.0311092 | val_loss: 0.031152 | Time: 2659.18 ms
[2022-03-07 18:43:57 main:574] : INFO : Epoch 1676 | loss: 0.031111 | val_loss: 0.0311586 | Time: 2818.02 ms
[2022-03-07 18:44:00 main:574] : INFO : Epoch 1677 | loss: 0.0311112 | val_loss: 0.031153 | Time: 2791.84 ms
[2022-03-07 18:44:03 main:574] : INFO : Epoch 1678 | loss: 0.0311091 | val_loss: 0.0311458 | Time: 2609.96 ms
[2022-03-07 18:44:06 main:574] : INFO : Epoch 1679 | loss: 0.031108 | val_loss: 0.031149 | Time: 2755.3 ms
[2022-03-07 18:44:09 main:574] : INFO : Epoch 1680 | loss: 0.0311077 | val_loss: 0.0311521 | Time: 2772.05 ms
[2022-03-07 18:44:12 main:574] : INFO : Epoch 1681 | loss: 0.0311089 | val_loss: 0.0311454 | Time: 2933.01 ms
[2022-03-07 18:44:15 main:574] : INFO : Epoch 1682 | loss: 0.0311112 | val_loss: 0.0311476 | Time: 3340.99 ms
[2022-03-07 18:44:18 main:574] : INFO : Epoch 1683 | loss: 0.0311072 | val_loss: 0.0311518 | Time: 3111.9 ms
[2022-03-07 18:44:21 main:574] : INFO : Epoch 1684 | loss: 0.031107 | val_loss: 0.0311513 | Time: 3295.26 ms
[2022-03-07 18:44:24 main:574] : INFO : Epoch 1685 | loss: 0.0311069 | val_loss: 0.0311468 | Time: 2980.11 ms
[2022-03-07 18:44:27 main:574] : INFO : Epoch 1686 | loss: 0.0311066 | val_loss: 0.0311504 | Time: 2847.52 ms
[2022-03-07 18:44:30 main:574] : INFO : Epoch 1687 | loss: 0.0311068 | val_loss: 0.0311526 | Time: 2845.25 ms
[2022-03-07 18:44:33 main:574] : INFO : Epoch 1688 | loss: 0.0311044 | val_loss: 0.031149 | Time: 3152.3 ms
[2022-03-07 18:44:36 main:574] : INFO : Epoch 1689 | loss: 0.0311031 | val_loss: 0.0311467 | Time: 3110.1 ms
[2022-03-07 18:44:39 main:574] : INFO : Epoch 1690 | loss: 0.0311029 | val_loss: 0.0311486 | Time: 2855.31 ms
[2022-03-07 18:44:42 main:574] : INFO : Epoch 1691 | loss: 0.0311031 | val_loss: 0.0311524 | Time: 2834.64 ms
[2022-03-07 18:44:45 main:574] : INFO : Epoch 1692 | loss: 0.0311025 | val_loss: 0.03115 | Time: 2833 ms
[2022-03-07 18:44:48 main:574] : INFO : Epoch 1693 | loss: 0.0311015 | val_loss: 0.0311525 | Time: 3155 ms
[2022-03-07 18:44:51 main:574] : INFO : Epoch 1694 | loss: 0.0311029 | val_loss: 0.0311512 | Time: 3150.48 ms
[2022-03-07 18:44:54 main:574] : INFO : Epoch 1695 | loss: 0.0311078 | val_loss: 0.031152 | Time: 2803.65 ms
[2022-03-07 18:44:57 main:574] : INFO : Epoch 1696 | loss: 0.0311104 | val_loss: 0.0311499 | Time: 2827.43 ms
[2022-03-07 18:45:00 main:574] : INFO : Epoch 1697 | loss: 0.0311046 | val_loss: 0.0311538 | Time: 3097.69 ms
[2022-03-07 18:45:03 main:574] : INFO : Epoch 1698 | loss: 0.0311047 | val_loss: 0.0311508 | Time: 3098.01 ms
[2022-03-07 18:45:06 main:574] : INFO : Epoch 1699 | loss: 0.0311024 | val_loss: 0.0311547 | Time: 2867.42 ms
[2022-03-07 18:45:09 main:574] : INFO : Epoch 1700 | loss: 0.031104 | val_loss: 0.031156 | Time: 2857.47 ms
[2022-03-07 18:45:12 main:574] : INFO : Epoch 1701 | loss: 0.0311009 | val_loss: 0.0311516 | Time: 2833.35 ms
[2022-03-07 18:45:15 main:574] : INFO : Epoch 1702 | loss: 0.0311134 | val_loss: 0.0311471 | Time: 2983.72 ms
[2022-03-07 18:45:18 main:574] : INFO : Epoch 1703 | loss: 0.0311162 | val_loss: 0.0311449 | Time: 2527.95 ms
[2022-03-07 18:45:20 main:574] : INFO : Epoch 1704 | loss: 0.0311122 | val_loss: 0.031148 | Time: 2495.11 ms
[2022-03-07 18:45:23 main:574] : INFO : Epoch 1705 | loss: 0.0311124 | val_loss: 0.0311488 | Time: 2791.71 ms
[2022-03-07 18:45:26 main:574] : INFO : Epoch 1706 | loss: 0.0311109 | val_loss: 0.0311478 | Time: 2471.81 ms
[2022-03-07 18:45:28 main:574] : INFO : Epoch 1707 | loss: 0.0311093 | val_loss: 0.0311504 | Time: 2586.83 ms
[2022-03-07 18:45:31 main:574] : INFO : Epoch 1708 | loss: 0.0311096 | val_loss: 0.0311482 | Time: 3080.39 ms
[2022-03-07 18:45:35 main:574] : INFO : Epoch 1709 | loss: 0.0311078 | val_loss: 0.0311462 | Time: 3090.18 ms
[2022-03-07 18:45:37 main:574] : INFO : Epoch 1710 | loss: 0.0311057 | val_loss: 0.0311502 | Time: 2784.57 ms
[2022-03-07 18:45:40 main:574] : INFO : Epoch 1711 | loss: 0.0311058 | val_loss: 0.0311542 | Time: 2800.58 ms
[2022-03-07 18:45:43 main:574] : INFO : Epoch 1712 | loss: 0.031104 | val_loss: 0.031149 | Time: 2848.6 ms
[2022-03-07 18:45:46 main:574] : INFO : Epoch 1713 | loss: 0.0311042 | val_loss: 0.0311478 | Time: 2867.13 ms
[2022-03-07 18:45:49 main:574] : INFO : Epoch 1714 | loss: 0.031105 | val_loss: 0.0311482 | Time: 2643.15 ms
[2022-03-07 18:45:51 main:574] : INFO : Epoch 1715 | loss: 0.0311085 | val_loss: 0.0311532 | Time: 2779.52 ms
[2022-03-07 18:45:54 main:574] : INFO : Epoch 1716 | loss: 0.0311075 | val_loss: 0.0311569 | Time: 2616.25 ms
[2022-03-07 18:45:57 main:574] : INFO : Epoch 1717 | loss: 0.0311045 | val_loss: 0.0311538 | Time: 2506.51 ms
[2022-03-07 18:46:00 main:574] : INFO : Epoch 1718 | loss: 0.0311036 | val_loss: 0.031156 | Time: 3003.64 ms
[2022-03-07 18:46:03 main:574] : INFO : Epoch 1719 | loss: 0.0311063 | val_loss: 0.0311555 | Time: 3361.56 ms
[2022-03-07 18:46:06 main:574] : INFO : Epoch 1720 | loss: 0.0311092 | val_loss: 0.0311641 | Time: 3283.88 ms
[2022-03-07 18:46:10 main:574] : INFO : Epoch 1721 | loss: 0.0311111 | val_loss: 0.0311574 | Time: 3620.22 ms
[2022-03-07 18:46:13 main:574] : INFO : Epoch 1722 | loss: 0.0311109 | val_loss: 0.0311544 | Time: 3024.5 ms
[2022-03-07 18:46:16 main:574] : INFO : Epoch 1723 | loss: 0.0311067 | val_loss: 0.0311533 | Time: 2850.52 ms
[2022-03-07 18:46:19 main:574] : INFO : Epoch 1724 | loss: 0.0311044 | val_loss: 0.0311536 | Time: 3230.36 ms
[2022-03-07 18:46:23 main:574] : INFO : Epoch 1725 | loss: 0.0311029 | val_loss: 0.0311534 | Time: 3283.67 ms
[2022-03-07 18:46:26 main:574] : INFO : Epoch 1726 | loss: 0.0311031 | val_loss: 0.031154 | Time: 3098.66 ms
[2022-03-07 18:46:28 main:574] : INFO : Epoch 1727 | loss: 0.0311071 | val_loss: 0.0311552 | Time: 2420.17 ms
[2022-03-07 18:46:31 main:574] : INFO : Epoch 1728 | loss: 0.0311079 | val_loss: 0.0311549 | Time: 2553.98 ms
[2022-03-07 18:46:33 main:574] : INFO : Epoch 1729 | loss: 0.0311067 | val_loss: 0.0311508 | Time: 2439.57 ms
[2022-03-07 18:46:36 main:574] : INFO : Epoch 1730 | loss: 0.0311051 | val_loss: 0.0311518 | Time: 2480.53 ms
[2022-03-07 18:46:39 main:574] : INFO : Epoch 1731 | loss: 0.0311027 | val_loss: 0.0311565 | Time: 2800.31 ms
[2022-03-07 18:46:42 main:574] : INFO : Epoch 1732 | loss: 0.0311005 | val_loss: 0.0311546 | Time: 2934.23 ms
[2022-03-07 18:46:44 main:574] : INFO : Epoch 1733 | loss: 0.0311026 | val_loss: 0.0311548 | Time: 2536.2 ms
[2022-03-07 18:46:47 main:574] : INFO : Epoch 1734 | loss: 0.0310998 | val_loss: 0.031158 | Time: 2504.69 ms
[2022-03-07 18:46:49 main:574] : INFO : Epoch 1735 | loss: 0.0310994 | val_loss: 0.0311605 | Time: 2552.72 ms
[2022-03-07 18:46:52 main:574] : INFO : Epoch 1736 | loss: 0.0311009 | val_loss: 0.0311516 | Time: 2717.01 ms
[2022-03-07 18:46:55 main:574] : INFO : Epoch 1737 | loss: 0.0310996 | val_loss: 0.0311597 | Time: 2995.97 ms
[2022-03-07 18:46:58 main:574] : INFO : Epoch 1738 | loss: 0.0310992 | val_loss: 0.0311563 | Time: 2918.51 ms
[2022-03-07 18:47:01 main:574] : INFO : Epoch 1739 | loss: 0.0310987 | val_loss: 0.0311656 | Time: 2903.77 ms
[2022-03-07 18:47:04 main:574] : INFO : Epoch 1740 | loss: 0.031097 | val_loss: 0.0311529 | Time: 3026.23 ms
[2022-03-07 18:47:07 main:574] : INFO : Epoch 1741 | loss: 0.0310962 | val_loss: 0.0311561 | Time: 2783.52 ms
[2022-03-07 18:47:10 main:574] : INFO : Epoch 1742 | loss: 0.0311025 | val_loss: 0.0311579 | Time: 2798.04 ms
[2022-03-07 18:47:13 main:574] : INFO : Epoch 1743 | loss: 0.0311086 | val_loss: 0.0311515 | Time: 2901.12 ms
[2022-03-07 18:47:16 main:574] : INFO : Epoch 1744 | loss: 0.0311089 | val_loss: 0.0311563 | Time: 2904.16 ms
[2022-03-07 18:47:18 main:574] : INFO : Epoch 1745 | loss: 0.0311119 | val_loss: 0.0311582 | Time: 2699.42 ms
[2022-03-07 18:47:21 main:574] : INFO : Epoch 1746 | loss: 0.0311092 | val_loss: 0.0311554 | Time: 2612.46 ms
[2022-03-07 18:47:23 main:574] : INFO : Epoch 1747 | loss: 0.0311094 | val_loss: 0.0311598 | Time: 2447.34 ms
[2022-03-07 18:47:26 main:574] : INFO : Epoch 1748 | loss: 0.0311092 | val_loss: 0.0311604 | Time: 2439.62 ms
[2022-03-07 18:47:29 main:574] : INFO : Epoch 1749 | loss: 0.031108 | val_loss: 0.0311569 | Time: 2589.26 ms
[2022-03-07 18:47:32 main:574] : INFO : Epoch 1750 | loss: 0.0311074 | val_loss: 0.0311637 | Time: 3113.86 ms
[2022-03-07 18:47:35 main:574] : INFO : Epoch 1751 | loss: 0.0311065 | val_loss: 0.0311601 | Time: 3253.78 ms
[2022-03-07 18:47:39 main:574] : INFO : Epoch 1752 | loss: 0.0311062 | val_loss: 0.031157 | Time: 3523.49 ms
[2022-03-07 18:47:42 main:574] : INFO : Epoch 1753 | loss: 0.0311118 | val_loss: 0.0311597 | Time: 3047.75 ms
[2022-03-07 18:47:45 main:574] : INFO : Epoch 1754 | loss: 0.03111 | val_loss: 0.0311555 | Time: 3235.27 ms
[2022-03-07 18:47:48 main:574] : INFO : Epoch 1755 | loss: 0.0311091 | val_loss: 0.0311557 | Time: 3227.82 ms
[2022-03-07 18:47:52 main:574] : INFO : Epoch 1756 | loss: 0.031112 | val_loss: 0.0311578 | Time: 3312.38 ms
[2022-03-07 18:47:55 main:574] : INFO : Epoch 1757 | loss: 0.0311141 | val_loss: 0.0311617 | Time: 3013.01 ms
[2022-03-07 18:47:59 main:574] : INFO : Epoch 1758 | loss: 0.0311089 | val_loss: 0.0311588 | Time: 3959.34 ms
[2022-03-07 18:48:02 main:574] : INFO : Epoch 1759 | loss: 0.0311075 | val_loss: 0.031154 | Time: 3102.13 ms
[2022-03-07 18:48:07 main:574] : INFO : Epoch 1760 | loss: 0.031108 | val_loss: 0.0311606 | Time: 4959.78 ms
[2022-03-07 18:48:10 main:574] : INFO : Epoch 1761 | loss: 0.0311097 | val_loss: 0.0311514 | Time: 3341.55 ms
[2022-03-07 18:48:13 main:574] : INFO : Epoch 1762 | loss: 0.0311183 | val_loss: 0.0311508 | Time: 2931.47 ms
[2022-03-07 18:48:16 main:574] : INFO : Epoch 1763 | loss: 0.0311168 | val_loss: 0.0311491 | Time: 2554.44 ms
[2022-03-07 18:48:18 main:574] : INFO : Epoch 1764 | loss: 0.031111 | val_loss: 0.0311483 | Time: 2480.3 ms
[2022-03-07 18:48:21 main:574] : INFO : Epoch 1765 | loss: 0.0311109 | val_loss: 0.0311567 | Time: 2526.53 ms
[2022-03-07 18:48:23 main:574] : INFO : Epoch 1766 | loss: 0.0311112 | val_loss: 0.0311556 | Time: 2543.25 ms
[2022-03-07 18:48:26 main:574] : INFO : Epoch 1767 | loss: 0.0311098 | val_loss: 0.0311516 | Time: 2592.54 ms
[2022-03-07 18:48:30 main:574] : INFO : Epoch 1768 | loss: 0.0311076 | val_loss: 0.0311593 | Time: 4322 ms
[2022-03-07 18:48:33 main:574] : INFO : Epoch 1769 | loss: 0.0311095 | val_loss: 0.0311611 | Time: 3013.87 ms
[2022-03-07 18:48:36 main:574] : INFO : Epoch 1770 | loss: 0.0311097 | val_loss: 0.0311584 | Time: 2783.02 ms
[2022-03-07 18:48:40 main:574] : INFO : Epoch 1771 | loss: 0.0311152 | val_loss: 0.0311795 | Time: 4189.03 ms
[2022-03-07 18:48:44 main:574] : INFO : Epoch 1772 | loss: 0.0311155 | val_loss: 0.0311519 | Time: 3408.02 ms
[2022-03-07 18:48:47 main:574] : INFO : Epoch 1773 | loss: 0.0311059 | val_loss: 0.0311609 | Time: 3276.66 ms
[2022-03-07 18:48:50 main:574] : INFO : Epoch 1774 | loss: 0.031103 | val_loss: 0.0311554 | Time: 3058.29 ms
[2022-03-07 18:48:53 main:574] : INFO : Epoch 1775 | loss: 0.0311017 | val_loss: 0.0311534 | Time: 2887.61 ms
[2022-03-07 18:48:57 main:574] : INFO : Epoch 1776 | loss: 0.0311024 | val_loss: 0.0311551 | Time: 3627.14 ms
[2022-03-07 18:49:00 main:574] : INFO : Epoch 1777 | loss: 0.0311031 | val_loss: 0.0311551 | Time: 3364.31 ms
[2022-03-07 18:49:03 main:574] : INFO : Epoch 1778 | loss: 0.031104 | val_loss: 0.0311541 | Time: 3100.83 ms
[2022-03-07 18:49:07 main:574] : INFO : Epoch 1779 | loss: 0.0311048 | val_loss: 0.0311578 | Time: 3290.12 ms
[2022-03-07 18:49:10 main:574] : INFO : Epoch 1780 | loss: 0.0311048 | val_loss: 0.0311575 | Time: 2886.62 ms
[2022-03-07 18:49:13 main:574] : INFO : Epoch 1781 | loss: 0.0311037 | val_loss: 0.0311546 | Time: 3198.53 ms
[2022-03-07 18:49:16 main:574] : INFO : Epoch 1782 | loss: 0.0311038 | val_loss: 0.031157 | Time: 3244.74 ms
[2022-03-07 18:49:19 main:574] : INFO : Epoch 1783 | loss: 0.0311017 | val_loss: 0.0311575 | Time: 2962.97 ms
[2022-03-07 18:49:22 main:574] : INFO : Epoch 1784 | loss: 0.031104 | val_loss: 0.0311575 | Time: 3030.48 ms
[2022-03-07 18:49:25 main:574] : INFO : Epoch 1785 | loss: 0.0311012 | val_loss: 0.0311524 | Time: 2955.07 ms
[2022-03-07 18:49:28 main:574] : INFO : Epoch 1786 | loss: 0.0311007 | val_loss: 0.0311589 | Time: 2901.02 ms
[2022-03-07 18:49:31 main:574] : INFO : Epoch 1787 | loss: 0.0311 | val_loss: 0.0311584 | Time: 3189.7 ms
[2022-03-07 18:49:34 main:574] : INFO : Epoch 1788 | loss: 0.031103 | val_loss: 0.0311672 | Time: 2519.16 ms
[2022-03-07 18:49:37 main:574] : INFO : Epoch 1789 | loss: 0.031103 | val_loss: 0.0311579 | Time: 2601.4 ms
[2022-03-07 18:49:39 main:574] : INFO : Epoch 1790 | loss: 0.0311027 | val_loss: 0.0311642 | Time: 2581.8 ms
[2022-03-07 18:49:42 main:574] : INFO : Epoch 1791 | loss: 0.0311007 | val_loss: 0.0311559 | Time: 2801.58 ms
[2022-03-07 18:49:45 main:574] : INFO : Epoch 1792 | loss: 0.0311024 | val_loss: 0.0311603 | Time: 2888.4 ms
[2022-03-07 18:49:48 main:574] : INFO : Epoch 1793 | loss: 0.0311041 | val_loss: 0.0311557 | Time: 2492.02 ms
[2022-03-07 18:49:50 main:574] : INFO : Epoch 1794 | loss: 0.0311071 | val_loss: 0.0311576 | Time: 2521.84 ms
[2022-03-07 18:49:53 main:574] : INFO : Epoch 1795 | loss: 0.0311032 | val_loss: 0.0311611 | Time: 2493.19 ms
[2022-03-07 18:49:55 main:574] : INFO : Epoch 1796 | loss: 0.031102 | val_loss: 0.0311655 | Time: 2434.78 ms
[2022-03-07 18:49:58 main:574] : INFO : Epoch 1797 | loss: 0.0311046 | val_loss: 0.0311654 | Time: 2434.21 ms
[2022-03-07 18:50:00 main:574] : INFO : Epoch 1798 | loss: 0.0311026 | val_loss: 0.0311581 | Time: 2571.02 ms
[2022-03-07 18:50:04 main:574] : INFO : Epoch 1799 | loss: 0.0311031 | val_loss: 0.0311529 | Time: 3382.6 ms
[2022-03-07 18:50:07 main:574] : INFO : Epoch 1800 | loss: 0.0311104 | val_loss: 0.0311572 | Time: 3009.9 ms
[2022-03-07 18:50:10 main:574] : INFO : Epoch 1801 | loss: 0.0311112 | val_loss: 0.031157 | Time: 3061.41 ms
[2022-03-07 18:50:13 main:574] : INFO : Epoch 1802 | loss: 0.0311111 | val_loss: 0.0311544 | Time: 2895.55 ms
[2022-03-07 18:50:16 main:574] : INFO : Epoch 1803 | loss: 0.0311083 | val_loss: 0.0311569 | Time: 3318.91 ms
[2022-03-07 18:50:19 main:574] : INFO : Epoch 1804 | loss: 0.0311067 | val_loss: 0.0311589 | Time: 3303.74 ms
[2022-03-07 18:50:22 main:574] : INFO : Epoch 1805 | loss: 0.0311071 | val_loss: 0.0311493 | Time: 2851.72 ms
[2022-03-07 18:50:26 main:574] : INFO : Epoch 1806 | loss: 0.0311043 | val_loss: 0.0311533 | Time: 3632.28 ms
[2022-03-07 18:50:29 main:574] : INFO : Epoch 1807 | loss: 0.031104 | val_loss: 0.03115 | Time: 2995.51 ms
[2022-03-07 18:50:33 main:574] : INFO : Epoch 1808 | loss: 0.0311029 | val_loss: 0.0311565 | Time: 4082.08 ms
[2022-03-07 18:50:38 main:574] : INFO : Epoch 1809 | loss: 0.0311012 | val_loss: 0.0311533 | Time: 4200.7 ms
[2022-03-07 18:50:41 main:574] : INFO : Epoch 1810 | loss: 0.0311056 | val_loss: 0.0311577 | Time: 3491.16 ms
[2022-03-07 18:50:45 main:574] : INFO : Epoch 1811 | loss: 0.0311072 | val_loss: 0.0311571 | Time: 3826.3 ms
[2022-03-07 18:50:48 main:574] : INFO : Epoch 1812 | loss: 0.0311086 | val_loss: 0.0311562 | Time: 3156.5 ms
[2022-03-07 18:50:51 main:574] : INFO : Epoch 1813 | loss: 0.0311091 | val_loss: 0.0311516 | Time: 2916.17 ms
[2022-03-07 18:50:54 main:574] : INFO : Epoch 1814 | loss: 0.0311067 | val_loss: 0.0311551 | Time: 3398.66 ms
[2022-03-07 18:50:58 main:574] : INFO : Epoch 1815 | loss: 0.0311047 | val_loss: 0.0311507 | Time: 3238.83 ms
[2022-03-07 18:51:01 main:574] : INFO : Epoch 1816 | loss: 0.0311057 | val_loss: 0.0311537 | Time: 3442.39 ms
[2022-03-07 18:51:05 main:574] : INFO : Epoch 1817 | loss: 0.0311049 | val_loss: 0.0311572 | Time: 3204.7 ms
[2022-03-07 18:51:08 main:574] : INFO : Epoch 1818 | loss: 0.0311042 | val_loss: 0.0311551 | Time: 3249.21 ms
[2022-03-07 18:51:11 main:574] : INFO : Epoch 1819 | loss: 0.0311044 | val_loss: 0.0311574 | Time: 3021.62 ms
[2022-03-07 18:51:14 main:574] : INFO : Epoch 1820 | loss: 0.0311027 | val_loss: 0.0311554 | Time: 2643.78 ms
[2022-03-07 18:51:16 main:574] : INFO : Epoch 1821 | loss: 0.0311027 | val_loss: 0.0311523 | Time: 2749.62 ms
[2022-03-07 18:51:19 main:574] : INFO : Epoch 1822 | loss: 0.031104 | val_loss: 0.0311532 | Time: 2668.57 ms
[2022-03-07 18:51:22 main:574] : INFO : Epoch 1823 | loss: 0.0311037 | val_loss: 0.0311513 | Time: 2741.19 ms
[2022-03-07 18:51:25 main:574] : INFO : Epoch 1824 | loss: 0.0311036 | val_loss: 0.0311536 | Time: 2826.07 ms
[2022-03-07 18:51:27 main:574] : INFO : Epoch 1825 | loss: 0.0311033 | val_loss: 0.0311535 | Time: 2523.56 ms
[2022-03-07 18:51:30 main:574] : INFO : Epoch 1826 | loss: 0.0311055 | val_loss: 0.0311556 | Time: 2425.07 ms
[2022-03-07 18:51:32 main:574] : INFO : Epoch 1827 | loss: 0.0311086 | val_loss: 0.0311587 | Time: 2510.64 ms
[2022-03-07 18:51:36 main:574] : INFO : Epoch 1828 | loss: 0.0311053 | val_loss: 0.031157 | Time: 3233.85 ms
[2022-03-07 18:51:39 main:574] : INFO : Epoch 1829 | loss: 0.031104 | val_loss: 0.0311538 | Time: 3468.04 ms
[2022-03-07 18:51:44 main:574] : INFO : Epoch 1830 | loss: 0.0311018 | val_loss: 0.0311593 | Time: 4387.42 ms
[2022-03-07 18:51:47 main:574] : INFO : Epoch 1831 | loss: 0.0310996 | val_loss: 0.0311539 | Time: 3667.43 ms
[2022-03-07 18:51:50 main:574] : INFO : Epoch 1832 | loss: 0.0311027 | val_loss: 0.0311553 | Time: 2915.99 ms
[2022-03-07 18:51:53 main:574] : INFO : Epoch 1833 | loss: 0.0311032 | val_loss: 0.0311546 | Time: 3193.1 ms
[2022-03-07 18:51:57 main:574] : INFO : Epoch 1834 | loss: 0.0311002 | val_loss: 0.0311521 | Time: 3693.53 ms
[2022-03-07 18:52:00 main:574] : INFO : Epoch 1835 | loss: 0.0311051 | val_loss: 0.0311568 | Time: 3062.12 ms
[2022-03-07 18:52:03 main:574] : INFO : Epoch 1836 | loss: 0.0311108 | val_loss: 0.0311606 | Time: 3193.3 ms
[2022-03-07 18:52:06 main:574] : INFO : Epoch 1837 | loss: 0.0311095 | val_loss: 0.0311547 | Time: 2931.29 ms
[2022-03-07 18:52:10 main:574] : INFO : Epoch 1838 | loss: 0.0311078 | val_loss: 0.0311514 | Time: 3172.35 ms
[2022-03-07 18:52:13 main:574] : INFO : Epoch 1839 | loss: 0.0311102 | val_loss: 0.0311529 | Time: 3162.83 ms
[2022-03-07 18:52:16 main:574] : INFO : Epoch 1840 | loss: 0.03112 | val_loss: 0.0311499 | Time: 3194.92 ms
[2022-03-07 18:52:19 main:574] : INFO : Epoch 1841 | loss: 0.0311176 | val_loss: 0.0311549 | Time: 3029.18 ms
[2022-03-07 18:52:22 main:574] : INFO : Epoch 1842 | loss: 0.031112 | val_loss: 0.0311553 | Time: 2983.27 ms
[2022-03-07 18:52:25 main:574] : INFO : Epoch 1843 | loss: 0.0311125 | val_loss: 0.0311565 | Time: 3005.42 ms
[2022-03-07 18:52:28 main:574] : INFO : Epoch 1844 | loss: 0.0311152 | val_loss: 0.0311518 | Time: 3109.7 ms
[2022-03-07 18:52:32 main:574] : INFO : Epoch 1845 | loss: 0.0311132 | val_loss: 0.0311556 | Time: 3137.84 ms
[2022-03-07 18:52:35 main:574] : INFO : Epoch 1846 | loss: 0.0311095 | val_loss: 0.0311506 | Time: 3218.47 ms
[2022-03-07 18:52:38 main:574] : INFO : Epoch 1847 | loss: 0.0311082 | val_loss: 0.0311513 | Time: 3180.12 ms
[2022-03-07 18:52:41 main:574] : INFO : Epoch 1848 | loss: 0.0311039 | val_loss: 0.0311502 | Time: 3079.54 ms
[2022-03-07 18:52:44 main:574] : INFO : Epoch 1849 | loss: 0.0311034 | val_loss: 0.0311569 | Time: 3223.73 ms
[2022-03-07 18:52:47 main:574] : INFO : Epoch 1850 | loss: 0.031107 | val_loss: 0.0311538 | Time: 3027.39 ms
[2022-03-07 18:52:50 main:574] : INFO : Epoch 1851 | loss: 0.0311115 | val_loss: 0.0311489 | Time: 2912.23 ms
[2022-03-07 18:52:53 main:574] : INFO : Epoch 1852 | loss: 0.0311119 | val_loss: 0.0311477 | Time: 2827.87 ms
[2022-03-07 18:52:56 main:574] : INFO : Epoch 1853 | loss: 0.0311083 | val_loss: 0.0311487 | Time: 3020.9 ms
[2022-03-07 18:53:00 main:574] : INFO : Epoch 1854 | loss: 0.0311055 | val_loss: 0.0311535 | Time: 3249.95 ms
[2022-03-07 18:53:03 main:574] : INFO : Epoch 1855 | loss: 0.0311063 | val_loss: 0.0311559 | Time: 3167.97 ms
[2022-03-07 18:53:07 main:574] : INFO : Epoch 1856 | loss: 0.03111 | val_loss: 0.0311495 | Time: 3806.22 ms
[2022-03-07 18:53:09 main:574] : INFO : Epoch 1857 | loss: 0.0311102 | val_loss: 0.0311528 | Time: 2749.17 ms
[2022-03-07 18:53:13 main:574] : INFO : Epoch 1858 | loss: 0.0311097 | val_loss: 0.031156 | Time: 3336.35 ms
[2022-03-07 18:53:16 main:574] : INFO : Epoch 1859 | loss: 0.03111 | val_loss: 0.0311536 | Time: 3363.54 ms
[2022-03-07 18:53:20 main:574] : INFO : Epoch 1860 | loss: 0.0311099 | val_loss: 0.0311464 | Time: 3488.05 ms
[2022-03-07 18:53:23 main:574] : INFO : Epoch 1861 | loss: 0.0311057 | val_loss: 0.0311542 | Time: 3432.67 ms
[2022-03-07 18:53:26 main:574] : INFO : Epoch 1862 | loss: 0.031104 | val_loss: 0.0311559 | Time: 3237.03 ms
[2022-03-07 18:53:30 main:574] : INFO : Epoch 1863 | loss: 0.0311066 | val_loss: 0.0311521 | Time: 3072.96 ms
[2022-03-07 18:53:32 main:574] : INFO : Epoch 1864 | loss: 0.031105 | val_loss: 0.0311528 | Time: 2843.09 ms
[2022-03-07 18:53:36 main:574] : INFO : Epoch 1865 | loss: 0.0311075 | val_loss: 0.0311592 | Time: 3184.04 ms
[2022-03-07 18:53:40 main:574] : INFO : Epoch 1866 | loss: 0.0311088 | val_loss: 0.0311592 | Time: 3955.62 ms
[2022-03-07 18:53:43 main:574] : INFO : Epoch 1867 | loss: 0.0311065 | val_loss: 0.0311559 | Time: 3212.36 ms
[2022-03-07 18:53:46 main:574] : INFO : Epoch 1868 | loss: 0.0311052 | val_loss: 0.0311652 | Time: 3521.26 ms
[2022-03-07 18:53:50 main:574] : INFO : Epoch 1869 | loss: 0.0311062 | val_loss: 0.031159 | Time: 3294.55 ms
[2022-03-07 18:53:53 main:574] : INFO : Epoch 1870 | loss: 0.0311043 | val_loss: 0.0311678 | Time: 3010.23 ms
[2022-03-07 18:53:56 main:574] : INFO : Epoch 1871 | loss: 0.0311026 | val_loss: 0.0311596 | Time: 3437.69 ms
[2022-03-07 18:54:00 main:574] : INFO : Epoch 1872 | loss: 0.031104 | val_loss: 0.0311593 | Time: 3357.14 ms
[2022-03-07 18:54:03 main:574] : INFO : Epoch 1873 | loss: 0.0311021 | val_loss: 0.0311661 | Time: 3450.24 ms
[2022-03-07 18:54:07 main:574] : INFO : Epoch 1874 | loss: 0.0311054 | val_loss: 0.0311575 | Time: 3443.42 ms
[2022-03-07 18:54:10 main:574] : INFO : Epoch 1875 | loss: 0.0311059 | val_loss: 0.0311565 | Time: 3029.68 ms
[2022-03-07 18:54:13 main:574] : INFO : Epoch 1876 | loss: 0.0311054 | val_loss: 0.0311574 | Time: 2963.15 ms
[2022-03-07 18:54:15 main:574] : INFO : Epoch 1877 | loss: 0.0311127 | val_loss: 0.0311605 | Time: 2662.18 ms
[2022-03-07 18:54:19 main:574] : INFO : Epoch 1878 | loss: 0.0311074 | val_loss: 0.0311613 | Time: 3273.06 ms
[2022-03-07 18:54:22 main:574] : INFO : Epoch 1879 | loss: 0.0311073 | val_loss: 0.0311582 | Time: 2940.76 ms
[2022-03-07 18:54:25 main:574] : INFO : Epoch 1880 | loss: 0.0311134 | val_loss: 0.0311572 | Time: 3134.82 ms
[2022-03-07 18:54:29 main:574] : INFO : Epoch 1881 | loss: 0.0311101 | val_loss: 0.0311525 | Time: 3590.74 ms
[2022-03-07 18:54:31 main:574] : INFO : Epoch 1882 | loss: 0.031112 | val_loss: 0.0311512 | Time: 2717.99 ms
[2022-03-07 18:54:35 main:574] : INFO : Epoch 1883 | loss: 0.0311066 | val_loss: 0.0311523 | Time: 3689.3 ms
[2022-03-07 18:54:38 main:574] : INFO : Epoch 1884 | loss: 0.0311044 | val_loss: 0.0311574 | Time: 2822.97 ms
[2022-03-07 18:54:41 main:574] : INFO : Epoch 1885 | loss: 0.0311053 | val_loss: 0.0311573 | Time: 2775.5 ms
[2022-03-07 18:54:44 main:574] : INFO : Epoch 1886 | loss: 0.0311065 | val_loss: 0.0311471 | Time: 3144.33 ms
[2022-03-07 18:54:47 main:574] : INFO : Epoch 1887 | loss: 0.0311233 | val_loss: 0.031155 | Time: 2809.08 ms
[2022-03-07 18:54:49 main:574] : INFO : Epoch 1888 | loss: 0.0311199 | val_loss: 0.0311491 | Time: 2680.11 ms
[2022-03-07 18:54:53 main:574] : INFO : Epoch 1889 | loss: 0.0311145 | val_loss: 0.0311471 | Time: 3022.81 ms
[2022-03-07 18:54:56 main:574] : INFO : Epoch 1890 | loss: 0.0311135 | val_loss: 0.0311482 | Time: 3038.85 ms
[2022-03-07 18:54:59 main:574] : INFO : Epoch 1891 | loss: 0.0311113 | val_loss: 0.0311449 | Time: 3152.3 ms
[2022-03-07 18:55:02 main:574] : INFO : Epoch 1892 | loss: 0.0311095 | val_loss: 0.0311442 | Time: 3343.77 ms
[2022-03-07 18:55:05 main:574] : INFO : Epoch 1893 | loss: 0.0311075 | val_loss: 0.0311492 | Time: 2984.54 ms
[2022-03-07 18:55:09 main:574] : INFO : Epoch 1894 | loss: 0.0311105 | val_loss: 0.0311527 | Time: 3339.97 ms
[2022-03-07 18:55:12 main:574] : INFO : Epoch 1895 | loss: 0.0311084 | val_loss: 0.0311469 | Time: 3713.1 ms
[2022-03-07 18:55:16 main:574] : INFO : Epoch 1896 | loss: 0.0311067 | val_loss: 0.0311535 | Time: 3301.97 ms
[2022-03-07 18:55:19 main:574] : INFO : Epoch 1897 | loss: 0.0311149 | val_loss: 0.0311498 | Time: 3475.86 ms
[2022-03-07 18:55:22 main:574] : INFO : Epoch 1898 | loss: 0.0311152 | val_loss: 0.0311473 | Time: 2914.41 ms
[2022-03-07 18:55:25 main:574] : INFO : Epoch 1899 | loss: 0.0311144 | val_loss: 0.0311499 | Time: 2604.34 ms
[2022-03-07 18:55:28 main:574] : INFO : Epoch 1900 | loss: 0.0311111 | val_loss: 0.0311501 | Time: 3251.02 ms
[2022-03-07 18:55:31 main:574] : INFO : Epoch 1901 | loss: 0.031109 | val_loss: 0.0311488 | Time: 3064.74 ms
[2022-03-07 18:55:35 main:574] : INFO : Epoch 1902 | loss: 0.0311081 | val_loss: 0.031146 | Time: 3281.19 ms
[2022-03-07 18:55:37 main:574] : INFO : Epoch 1903 | loss: 0.0311085 | val_loss: 0.031149 | Time: 2785.04 ms
[2022-03-07 18:55:41 main:574] : INFO : Epoch 1904 | loss: 0.0311075 | val_loss: 0.0311438 | Time: 3144.45 ms
[2022-03-07 18:55:44 main:574] : INFO : Epoch 1905 | loss: 0.0311064 | val_loss: 0.0311544 | Time: 3485.73 ms
[2022-03-07 18:55:48 main:574] : INFO : Epoch 1906 | loss: 0.0311083 | val_loss: 0.0311522 | Time: 3541.19 ms
[2022-03-07 18:55:51 main:574] : INFO : Epoch 1907 | loss: 0.031104 | val_loss: 0.0311513 | Time: 3307.19 ms
[2022-03-07 18:55:54 main:574] : INFO : Epoch 1908 | loss: 0.031108 | val_loss: 0.0311577 | Time: 2940.11 ms
[2022-03-07 18:55:58 main:574] : INFO : Epoch 1909 | loss: 0.0311092 | val_loss: 0.0311483 | Time: 3954.38 ms
[2022-03-07 18:56:01 main:574] : INFO : Epoch 1910 | loss: 0.0311094 | val_loss: 0.0311449 | Time: 3352.24 ms
[2022-03-07 18:56:04 main:574] : INFO : Epoch 1911 | loss: 0.0311076 | val_loss: 0.0311467 | Time: 2667.71 ms
[2022-03-07 18:56:07 main:574] : INFO : Epoch 1912 | loss: 0.0311048 | val_loss: 0.031145 | Time: 2630.78 ms
[2022-03-07 18:56:10 main:574] : INFO : Epoch 1913 | loss: 0.0311019 | val_loss: 0.0311475 | Time: 2690.13 ms
[2022-03-07 18:56:13 main:574] : INFO : Epoch 1914 | loss: 0.0311026 | val_loss: 0.0311493 | Time: 3317.98 ms
[2022-03-07 18:56:16 main:574] : INFO : Epoch 1915 | loss: 0.0311021 | val_loss: 0.0311499 | Time: 3106.77 ms
[2022-03-07 18:56:20 main:574] : INFO : Epoch 1916 | loss: 0.0311024 | val_loss: 0.0311457 | Time: 4006.87 ms
[2022-03-07 18:56:23 main:574] : INFO : Epoch 1917 | loss: 0.0310994 | val_loss: 0.0311489 | Time: 3165 ms
[2022-03-07 18:56:27 main:574] : INFO : Epoch 1918 | loss: 0.0310988 | val_loss: 0.03115 | Time: 3497.09 ms
[2022-03-07 18:56:30 main:574] : INFO : Epoch 1919 | loss: 0.0310979 | val_loss: 0.0311494 | Time: 3428.77 ms
[2022-03-07 18:56:33 main:574] : INFO : Epoch 1920 | loss: 0.0311006 | val_loss: 0.0311515 | Time: 2842.96 ms
[2022-03-07 18:56:37 main:574] : INFO : Epoch 1921 | loss: 0.0310979 | val_loss: 0.0311554 | Time: 3314.86 ms
[2022-03-07 18:56:39 main:574] : INFO : Epoch 1922 | loss: 0.0310977 | val_loss: 0.0311531 | Time: 2807.94 ms
[2022-03-07 18:56:43 main:574] : INFO : Epoch 1923 | loss: 0.0310984 | val_loss: 0.0311482 | Time: 3029.61 ms
[2022-03-07 18:56:46 main:574] : INFO : Epoch 1924 | loss: 0.0310985 | val_loss: 0.031154 | Time: 3230.04 ms
[2022-03-07 18:56:49 main:574] : INFO : Epoch 1925 | loss: 0.0310977 | val_loss: 0.0311492 | Time: 2910.59 ms
[2022-03-07 18:56:52 main:574] : INFO : Epoch 1926 | loss: 0.0310993 | val_loss: 0.0311526 | Time: 3032 ms
[2022-03-07 18:56:55 main:574] : INFO : Epoch 1927 | loss: 0.0311097 | val_loss: 0.0311541 | Time: 2947.29 ms
[2022-03-07 18:56:58 main:574] : INFO : Epoch 1928 | loss: 0.0311372 | val_loss: 0.0311739 | Time: 3107.68 ms
[2022-03-07 18:57:01 main:574] : INFO : Epoch 1929 | loss: 0.0312472 | val_loss: 0.0314644 | Time: 3004.48 ms
[2022-03-07 18:57:04 main:574] : INFO : Epoch 1930 | loss: 0.033651 | val_loss: 0.0320491 | Time: 2888.7 ms
[2022-03-07 18:57:07 main:574] : INFO : Epoch 1931 | loss: 0.037524 | val_loss: 0.0348128 | Time: 2966.5 ms
[2022-03-07 18:57:10 main:574] : INFO : Epoch 1932 | loss: 0.0321257 | val_loss: 0.0313543 | Time: 2858.81 ms
[2022-03-07 18:57:13 main:574] : INFO : Epoch 1933 | loss: 0.0313812 | val_loss: 0.0313082 | Time: 3258.67 ms
[2022-03-07 18:57:16 main:574] : INFO : Epoch 1934 | loss: 0.0312648 | val_loss: 0.0312355 | Time: 3093.23 ms
[2022-03-07 18:57:19 main:574] : INFO : Epoch 1935 | loss: 0.0312248 | val_loss: 0.0312089 | Time: 3011.5 ms
[2022-03-07 18:57:24 main:574] : INFO : Epoch 1936 | loss: 0.0312068 | val_loss: 0.0311958 | Time: 4336.63 ms
[2022-03-07 18:57:28 main:574] : INFO : Epoch 1937 | loss: 0.0311961 | val_loss: 0.0311884 | Time: 4198.63 ms
[2022-03-07 18:57:32 main:574] : INFO : Epoch 1938 | loss: 0.0311903 | val_loss: 0.0311865 | Time: 3998.25 ms
[2022-03-07 18:57:36 main:574] : INFO : Epoch 1939 | loss: 0.0311867 | val_loss: 0.0311835 | Time: 3748.73 ms
[2022-03-07 18:57:40 main:574] : INFO : Epoch 1940 | loss: 0.0311824 | val_loss: 0.0311817 | Time: 3960.97 ms
[2022-03-07 18:57:43 main:574] : INFO : Epoch 1941 | loss: 0.0311809 | val_loss: 0.0311785 | Time: 3350.29 ms
[2022-03-07 18:57:47 main:574] : INFO : Epoch 1942 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 3520.52 ms
[2022-03-07 18:57:50 main:574] : INFO : Epoch 1943 | loss: 0.0311772 | val_loss: 0.0311801 | Time: 3286.83 ms
[2022-03-07 18:57:53 main:574] : INFO : Epoch 1944 | loss: 0.031176 | val_loss: 0.0311748 | Time: 2932.5 ms
[2022-03-07 18:57:57 main:574] : INFO : Epoch 1945 | loss: 0.0311737 | val_loss: 0.0311732 | Time: 3375.58 ms
[2022-03-07 18:58:00 main:574] : INFO : Epoch 1946 | loss: 0.0311728 | val_loss: 0.0311723 | Time: 2967.94 ms
[2022-03-07 18:58:03 main:574] : INFO : Epoch 1947 | loss: 0.0311756 | val_loss: 0.0311722 | Time: 3081.53 ms
[2022-03-07 18:58:06 main:574] : INFO : Epoch 1948 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 3448.75 ms
[2022-03-07 18:58:09 main:574] : INFO : Epoch 1949 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 3200.57 ms
[2022-03-07 18:58:13 main:574] : INFO : Epoch 1950 | loss: 0.0311733 | val_loss: 0.0311728 | Time: 3279.4 ms
[2022-03-07 18:58:16 main:574] : INFO : Epoch 1951 | loss: 0.0311682 | val_loss: 0.0311699 | Time: 3581.25 ms
[2022-03-07 18:58:19 main:574] : INFO : Epoch 1952 | loss: 0.0311666 | val_loss: 0.0311665 | Time: 3024.15 ms
[2022-03-07 18:58:22 main:574] : INFO : Epoch 1953 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 3020.85 ms
[2022-03-07 18:58:25 main:574] : INFO : Epoch 1954 | loss: 0.0311702 | val_loss: 0.0311665 | Time: 2979.85 ms
[2022-03-07 18:58:28 main:574] : INFO : Epoch 1955 | loss: 0.0311669 | val_loss: 0.0311652 | Time: 2771.99 ms
[2022-03-07 18:58:31 main:574] : INFO : Epoch 1956 | loss: 0.0311655 | val_loss: 0.0311655 | Time: 2725.44 ms
[2022-03-07 18:58:34 main:574] : INFO : Epoch 1957 | loss: 0.0311661 | val_loss: 0.0311662 | Time: 2925.81 ms
[2022-03-07 18:58:37 main:574] : INFO : Epoch 1958 | loss: 0.0311623 | val_loss: 0.0311668 | Time: 3181.28 ms
[2022-03-07 18:58:41 main:574] : INFO : Epoch 1959 | loss: 0.0311618 | val_loss: 0.0311681 | Time: 3281.53 ms
[2022-03-07 18:58:44 main:574] : INFO : Epoch 1960 | loss: 0.0311602 | val_loss: 0.0311662 | Time: 3028.34 ms
[2022-03-07 18:58:47 main:574] : INFO : Epoch 1961 | loss: 0.0311613 | val_loss: 0.031163 | Time: 3418.79 ms
[2022-03-07 18:58:50 main:574] : INFO : Epoch 1962 | loss: 0.0311601 | val_loss: 0.0311652 | Time: 2866.93 ms
[2022-03-07 18:58:53 main:574] : INFO : Epoch 1963 | loss: 0.0311619 | val_loss: 0.0311795 | Time: 2930.34 ms
[2022-03-07 18:58:56 main:574] : INFO : Epoch 1964 | loss: 0.0311586 | val_loss: 0.0311616 | Time: 3506.04 ms
[2022-03-07 18:59:00 main:574] : INFO : Epoch 1965 | loss: 0.031154 | val_loss: 0.0311592 | Time: 3416.12 ms
[2022-03-07 18:59:04 main:574] : INFO : Epoch 1966 | loss: 0.0311523 | val_loss: 0.0311579 | Time: 3631.06 ms
[2022-03-07 18:59:08 main:574] : INFO : Epoch 1967 | loss: 0.0311535 | val_loss: 0.0311608 | Time: 4150.47 ms
[2022-03-07 18:59:12 main:574] : INFO : Epoch 1968 | loss: 0.0311507 | val_loss: 0.0311589 | Time: 4095 ms
[2022-03-07 18:59:15 main:574] : INFO : Epoch 1969 | loss: 0.0311482 | val_loss: 0.0311562 | Time: 2925.97 ms
[2022-03-07 18:59:18 main:574] : INFO : Epoch 1970 | loss: 0.0311475 | val_loss: 0.0311578 | Time: 2835.93 ms
[2022-03-07 18:59:21 main:574] : INFO : Epoch 1971 | loss: 0.0311477 | val_loss: 0.0311577 | Time: 3267.94 ms
[2022-03-07 18:59:24 main:574] : INFO : Epoch 1972 | loss: 0.0311452 | val_loss: 0.0311562 | Time: 3223.38 ms
[2022-03-07 18:59:27 main:574] : INFO : Epoch 1973 | loss: 0.031145 | val_loss: 0.0311608 | Time: 2960.18 ms
[2022-03-07 18:59:30 main:574] : INFO : Epoch 1974 | loss: 0.0311513 | val_loss: 0.0311618 | Time: 2710.68 ms
[2022-03-07 18:59:33 main:574] : INFO : Epoch 1975 | loss: 0.0311476 | val_loss: 0.0311557 | Time: 2880.72 ms
[2022-03-07 18:59:36 main:574] : INFO : Epoch 1976 | loss: 0.0311435 | val_loss: 0.031157 | Time: 3378.54 ms
[2022-03-07 18:59:39 main:574] : INFO : Epoch 1977 | loss: 0.0311452 | val_loss: 0.0311526 | Time: 2714.47 ms
[2022-03-07 18:59:42 main:574] : INFO : Epoch 1978 | loss: 0.0311465 | val_loss: 0.0311586 | Time: 2902.57 ms
[2022-03-07 18:59:45 main:574] : INFO : Epoch 1979 | loss: 0.0311506 | val_loss: 0.0311567 | Time: 3001.42 ms
[2022-03-07 18:59:49 main:574] : INFO : Epoch 1980 | loss: 0.0311427 | val_loss: 0.0311554 | Time: 3271.94 ms
[2022-03-07 18:59:52 main:574] : INFO : Epoch 1981 | loss: 0.0311432 | val_loss: 0.0311529 | Time: 3594.95 ms
[2022-03-07 18:59:55 main:574] : INFO : Epoch 1982 | loss: 0.0311423 | val_loss: 0.0311516 | Time: 3258.22 ms
[2022-03-07 18:59:59 main:574] : INFO : Epoch 1983 | loss: 0.0311456 | val_loss: 0.0311555 | Time: 3330.02 ms
[2022-03-07 19:00:02 main:574] : INFO : Epoch 1984 | loss: 0.0311435 | val_loss: 0.0311547 | Time: 3490.24 ms
[2022-03-07 19:00:05 main:574] : INFO : Epoch 1985 | loss: 0.0311429 | val_loss: 0.0311526 | Time: 2735.5 ms
[2022-03-07 19:00:08 main:574] : INFO : Epoch 1986 | loss: 0.0311413 | val_loss: 0.0311673 | Time: 2596.36 ms
[2022-03-07 19:00:10 main:574] : INFO : Epoch 1987 | loss: 0.0311426 | val_loss: 0.0311578 | Time: 2675.01 ms
[2022-03-07 19:00:13 main:574] : INFO : Epoch 1988 | loss: 0.0311443 | val_loss: 0.0311511 | Time: 2928.79 ms
[2022-03-07 19:00:17 main:574] : INFO : Epoch 1989 | loss: 0.0311403 | val_loss: 0.031157 | Time: 3145.57 ms
[2022-03-07 19:00:20 main:574] : INFO : Epoch 1990 | loss: 0.0311363 | val_loss: 0.0311509 | Time: 3335.3 ms
[2022-03-07 19:00:24 main:574] : INFO : Epoch 1991 | loss: 0.0311348 | val_loss: 0.0311523 | Time: 4349.91 ms
[2022-03-07 19:00:28 main:574] : INFO : Epoch 1992 | loss: 0.0311348 | val_loss: 0.0311508 | Time: 4025.28 ms
[2022-03-07 19:00:31 main:574] : INFO : Epoch 1993 | loss: 0.0311382 | val_loss: 0.0311518 | Time: 2942.19 ms
[2022-03-07 19:00:35 main:574] : INFO : Epoch 1994 | loss: 0.0311362 | val_loss: 0.0311575 | Time: 3395.28 ms
[2022-03-07 19:00:38 main:574] : INFO : Epoch 1995 | loss: 0.0311377 | val_loss: 0.0311552 | Time: 2762.05 ms
[2022-03-07 19:00:41 main:574] : INFO : Epoch 1996 | loss: 0.0311377 | val_loss: 0.0311644 | Time: 2909.08 ms
[2022-03-07 19:00:43 main:574] : INFO : Epoch 1997 | loss: 0.0311415 | val_loss: 0.0311561 | Time: 2671.16 ms
[2022-03-07 19:00:46 main:574] : INFO : Epoch 1998 | loss: 0.0311404 | val_loss: 0.0311507 | Time: 2824.47 ms
[2022-03-07 19:00:49 main:574] : INFO : Epoch 1999 | loss: 0.0311354 | val_loss: 0.0311512 | Time: 2804.82 ms
[2022-03-07 19:00:52 main:574] : INFO : Epoch 2000 | loss: 0.0311357 | val_loss: 0.0311506 | Time: 2690.49 ms
[2022-03-07 19:00:55 main:574] : INFO : Epoch 2001 | loss: 0.0311357 | val_loss: 0.0311492 | Time: 2640.86 ms
[2022-03-07 19:00:58 main:574] : INFO : Epoch 2002 | loss: 0.0311336 | val_loss: 0.03115 | Time: 3054.48 ms
[2022-03-07 19:01:01 main:574] : INFO : Epoch 2003 | loss: 0.0311351 | val_loss: 0.0311513 | Time: 3051.75 ms
[2022-03-07 19:01:04 main:574] : INFO : Epoch 2004 | loss: 0.031134 | val_loss: 0.0311499 | Time: 3276.32 ms
[2022-03-07 19:01:08 main:574] : INFO : Epoch 2005 | loss: 0.0311398 | val_loss: 0.0311512 | Time: 3495.39 ms
[2022-03-07 19:01:11 main:574] : INFO : Epoch 2006 | loss: 0.0311426 | val_loss: 0.031148 | Time: 3515.66 ms
[2022-03-07 19:01:15 main:574] : INFO : Epoch 2007 | loss: 0.0311389 | val_loss: 0.0311508 | Time: 3574.56 ms
[2022-03-07 19:01:18 main:574] : INFO : Epoch 2008 | loss: 0.0311394 | val_loss: 0.0311549 | Time: 3190.77 ms
[2022-03-07 19:01:22 main:574] : INFO : Epoch 2009 | loss: 0.0311403 | val_loss: 0.0311508 | Time: 4058.25 ms
[2022-03-07 19:01:26 main:574] : INFO : Epoch 2010 | loss: 0.0311383 | val_loss: 0.0311497 | Time: 3616.4 ms
[2022-03-07 19:01:29 main:574] : INFO : Epoch 2011 | loss: 0.0311377 | val_loss: 0.031146 | Time: 2560.63 ms
[2022-03-07 19:01:32 main:574] : INFO : Epoch 2012 | loss: 0.0311381 | val_loss: 0.0311494 | Time: 2978.92 ms
[2022-03-07 19:01:35 main:574] : INFO : Epoch 2013 | loss: 0.0311367 | val_loss: 0.0311492 | Time: 3590.32 ms
[2022-03-07 19:01:38 main:574] : INFO : Epoch 2014 | loss: 0.0311392 | val_loss: 0.0311512 | Time: 2749.63 ms
[2022-03-07 19:01:41 main:574] : INFO : Epoch 2015 | loss: 0.03115 | val_loss: 0.0311507 | Time: 2995.59 ms
[2022-03-07 19:01:44 main:574] : INFO : Epoch 2016 | loss: 0.0311402 | val_loss: 0.0311496 | Time: 3303.75 ms
[2022-03-07 19:01:48 main:574] : INFO : Epoch 2017 | loss: 0.0311349 | val_loss: 0.0311488 | Time: 3058.95 ms
[2022-03-07 19:01:51 main:574] : INFO : Epoch 2018 | loss: 0.0311355 | val_loss: 0.0311515 | Time: 2934.83 ms
[2022-03-07 19:01:53 main:574] : INFO : Epoch 2019 | loss: 0.0311349 | val_loss: 0.0311466 | Time: 2867.8 ms
[2022-03-07 19:01:57 main:574] : INFO : Epoch 2020 | loss: 0.0311329 | val_loss: 0.0311497 | Time: 3491.29 ms
[2022-03-07 19:02:00 main:574] : INFO : Epoch 2021 | loss: 0.0311354 | val_loss: 0.0311478 | Time: 3258.18 ms
[2022-03-07 19:02:04 main:574] : INFO : Epoch 2022 | loss: 0.0311359 | val_loss: 0.0311551 | Time: 3720.36 ms
[2022-03-07 19:02:07 main:574] : INFO : Epoch 2023 | loss: 0.0311332 | val_loss: 0.0311467 | Time: 3004.18 ms
[2022-03-07 19:02:10 main:574] : INFO : Epoch 2024 | loss: 0.0311365 | val_loss: 0.0311561 | Time: 2702.96 ms
[2022-03-07 19:02:13 main:574] : INFO : Epoch 2025 | loss: 0.0311322 | val_loss: 0.0311467 | Time: 3307.46 ms
[2022-03-07 19:02:17 main:574] : INFO : Epoch 2026 | loss: 0.0311304 | val_loss: 0.0311507 | Time: 3705.23 ms
[2022-03-07 19:02:20 main:574] : INFO : Epoch 2027 | loss: 0.031131 | val_loss: 0.0311496 | Time: 3177.48 ms
[2022-03-07 19:02:23 main:574] : INFO : Epoch 2028 | loss: 0.0311315 | val_loss: 0.0311534 | Time: 2887.57 ms
[2022-03-07 19:02:26 main:574] : INFO : Epoch 2029 | loss: 0.0311313 | val_loss: 0.0311481 | Time: 2672.67 ms
[2022-03-07 19:02:29 main:574] : INFO : Epoch 2030 | loss: 0.0311292 | val_loss: 0.031149 | Time: 3234.22 ms
[2022-03-07 19:02:32 main:574] : INFO : Epoch 2031 | loss: 0.0311313 | val_loss: 0.0311489 | Time: 3038.15 ms
[2022-03-07 19:02:35 main:574] : INFO : Epoch 2032 | loss: 0.0311346 | val_loss: 0.0311527 | Time: 2650.61 ms
[2022-03-07 19:02:38 main:574] : INFO : Epoch 2033 | loss: 0.0311321 | val_loss: 0.0311503 | Time: 2739.71 ms
[2022-03-07 19:02:40 main:574] : INFO : Epoch 2034 | loss: 0.0311387 | val_loss: 0.0311497 | Time: 2679.89 ms
[2022-03-07 19:02:43 main:574] : INFO : Epoch 2035 | loss: 0.0311332 | val_loss: 0.0311506 | Time: 2749.64 ms
[2022-03-07 19:02:46 main:574] : INFO : Epoch 2036 | loss: 0.0311344 | val_loss: 0.0311499 | Time: 2751.92 ms
[2022-03-07 19:02:49 main:574] : INFO : Epoch 2037 | loss: 0.0311318 | val_loss: 0.0311509 | Time: 2975.44 ms
[2022-03-07 19:02:52 main:574] : INFO : Epoch 2038 | loss: 0.0311307 | val_loss: 0.0311527 | Time: 3285.42 ms
[2022-03-07 19:02:57 main:574] : INFO : Epoch 2039 | loss: 0.0311294 | val_loss: 0.0311474 | Time: 4357.8 ms
[2022-03-07 19:03:00 main:574] : INFO : Epoch 2040 | loss: 0.031129 | val_loss: 0.0311493 | Time: 3223.72 ms
[2022-03-07 19:03:03 main:574] : INFO : Epoch 2041 | loss: 0.0311278 | val_loss: 0.0311505 | Time: 2805.47 ms
[2022-03-07 19:03:06 main:574] : INFO : Epoch 2042 | loss: 0.0311279 | val_loss: 0.0311503 | Time: 3524.97 ms
[2022-03-07 19:03:09 main:574] : INFO : Epoch 2043 | loss: 0.0311278 | val_loss: 0.0311493 | Time: 2950.49 ms
[2022-03-07 19:03:12 main:574] : INFO : Epoch 2044 | loss: 0.0311281 | val_loss: 0.0311513 | Time: 2972.45 ms
[2022-03-07 19:03:16 main:574] : INFO : Epoch 2045 | loss: 0.0311287 | val_loss: 0.0311491 | Time: 2572.12 ms
[2022-03-07 19:03:18 main:574] : INFO : Epoch 2046 | loss: 0.0311294 | val_loss: 0.031149 | Time: 2575.4 ms
[2022-03-07 19:03:21 main:574] : INFO : Epoch 2047 | loss: 0.0311324 | val_loss: 0.0311511 | Time: 2485.2 ms
[2022-03-07 19:03:23 main:574] : INFO : Epoch 2048 | loss: 0.0311334 | val_loss: 0.0311511 | Time: 2278.01 ms
[2022-03-07 19:03:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311511
[2022-03-07 19:03:23 main:603] : INFO : Saving end state to config to file
[2022-03-07 19:03:23 main:608] : INFO : Success, exiting..
19:03:23 (21484): 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)