Task 14105553
| Name | ParityModified-1647043508-26112-3-0_0 |
| Workunit | 11172449 |
| Created | 30 Mar 2022, 20:41:47 UTC |
| Sent | 4 Apr 2022, 23:45:24 UTC |
| Report deadline | 12 Apr 2022, 23:45:24 UTC |
| Received | 5 Apr 2022, 6:10:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 33 min 10 sec |
| CPU time | 1 hours 31 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311309 | val_loss: 0.0311549 | Time: 2765.13 ms
[2022-04-04 21:46:22 main:574] : INFO : Epoch 1543 | loss: 0.0311322 | val_loss: 0.0311555 | Time: 2771.55 ms
[2022-04-04 21:46:25 main:574] : INFO : Epoch 1544 | loss: 0.0311313 | val_loss: 0.0311561 | Time: 2809.84 ms
[2022-04-04 21:46:28 main:574] : INFO : Epoch 1545 | loss: 0.0311314 | val_loss: 0.0311572 | Time: 2741.75 ms
[2022-04-04 21:46:31 main:574] : INFO : Epoch 1546 | loss: 0.031131 | val_loss: 0.0311561 | Time: 2875.1 ms
[2022-04-04 21:46:34 main:574] : INFO : Epoch 1547 | loss: 0.031129 | val_loss: 0.0311503 | Time: 2756.14 ms
[2022-04-04 21:46:36 main:574] : INFO : Epoch 1548 | loss: 0.0311263 | val_loss: 0.0311541 | Time: 2735.24 ms
[2022-04-04 21:46:39 main:574] : INFO : Epoch 1549 | loss: 0.0311256 | val_loss: 0.0311509 | Time: 2726.59 ms
[2022-04-04 21:46:42 main:574] : INFO : Epoch 1550 | loss: 0.0311261 | val_loss: 0.0311568 | Time: 2756.02 ms
[2022-04-04 21:46:45 main:574] : INFO : Epoch 1551 | loss: 0.0311244 | val_loss: 0.0311547 | Time: 2746.8 ms
[2022-04-04 21:46:47 main:574] : INFO : Epoch 1552 | loss: 0.0311245 | val_loss: 0.0311562 | Time: 2767.37 ms
[2022-04-04 21:46:50 main:574] : INFO : Epoch 1553 | loss: 0.031125 | val_loss: 0.0311541 | Time: 2747.69 ms
[2022-04-04 21:46:53 main:574] : INFO : Epoch 1554 | loss: 0.0311237 | val_loss: 0.0311505 | Time: 2797.15 ms
[2022-04-04 21:46:56 main:574] : INFO : Epoch 1555 | loss: 0.0311231 | val_loss: 0.0311565 | Time: 2757.13 ms
[2022-04-04 21:46:58 main:574] : INFO : Epoch 1556 | loss: 0.0311244 | val_loss: 0.031155 | Time: 2872.02 ms
[2022-04-04 21:47:01 main:574] : INFO : Epoch 1557 | loss: 0.0311242 | val_loss: 0.031155 | Time: 2814.86 ms
[2022-04-04 21:47:04 main:574] : INFO : Epoch 1558 | loss: 0.0311231 | val_loss: 0.0311591 | Time: 2789.35 ms
[2022-04-04 21:47:07 main:574] : INFO : Epoch 1559 | loss: 0.0311259 | val_loss: 0.0311601 | Time: 2747.37 ms
[2022-04-04 21:47:10 main:574] : INFO : Epoch 1560 | loss: 0.0311249 | val_loss: 0.0311543 | Time: 2742.15 ms
[2022-04-04 21:47:12 main:574] : INFO : Epoch 1561 | loss: 0.0311252 | val_loss: 0.0311622 | Time: 2765.11 ms
[2022-04-04 21:47:15 main:574] : INFO : Epoch 1562 | loss: 0.031124 | val_loss: 0.0311561 | Time: 2777.26 ms
[2022-04-04 21:47:18 main:574] : INFO : Epoch 1563 | loss: 0.0311242 | val_loss: 0.0311561 | Time: 2696.81 ms
[2022-04-04 21:47:21 main:574] : INFO : Epoch 1564 | loss: 0.0311251 | val_loss: 0.0311569 | Time: 2800.27 ms
[2022-04-04 21:47:23 main:574] : INFO : Epoch 1565 | loss: 0.0311241 | val_loss: 0.0311513 | Time: 2788.42 ms
[2022-04-04 21:47:26 main:574] : INFO : Epoch 1566 | loss: 0.0311255 | val_loss: 0.0311517 | Time: 2796.45 ms
[2022-04-04 21:47:29 main:574] : INFO : Epoch 1567 | loss: 0.0311234 | val_loss: 0.0311548 | Time: 2842.3 ms
[2022-04-04 21:47:32 main:574] : INFO : Epoch 1568 | loss: 0.0311211 | val_loss: 0.0311543 | Time: 2832.34 ms
[2022-04-04 21:47:35 main:574] : INFO : Epoch 1569 | loss: 0.0311202 | val_loss: 0.0311584 | Time: 2706.39 ms
[2022-04-04 21:47:37 main:574] : INFO : Epoch 1570 | loss: 0.0311222 | val_loss: 0.0311607 | Time: 2818.71 ms
[2022-04-04 21:47:40 main:574] : INFO : Epoch 1571 | loss: 0.0311214 | val_loss: 0.0311581 | Time: 2796.15 ms
[2022-04-04 21:47:43 main:574] : INFO : Epoch 1572 | loss: 0.0311197 | val_loss: 0.0311576 | Time: 2735.56 ms
[2022-04-04 21:47:46 main:574] : INFO : Epoch 1573 | loss: 0.0311209 | val_loss: 0.0311624 | Time: 2760.18 ms
[2022-04-04 21:47:48 main:574] : INFO : Epoch 1574 | loss: 0.0311188 | val_loss: 0.0311578 | Time: 2742.74 ms
[2022-04-04 21:47:51 main:574] : INFO : Epoch 1575 | loss: 0.031118 | val_loss: 0.031157 | Time: 2787.92 ms
[2022-04-04 21:47:54 main:574] : INFO : Epoch 1576 | loss: 0.0311169 | val_loss: 0.0311588 | Time: 2821.65 ms
[2022-04-04 21:47:57 main:574] : INFO : Epoch 1577 | loss: 0.031118 | val_loss: 0.0311592 | Time: 2793.9 ms
[2022-04-04 21:48:00 main:574] : INFO : Epoch 1578 | loss: 0.0311203 | val_loss: 0.0311543 | Time: 2764.96 ms
[2022-04-04 21:48:02 main:574] : INFO : Epoch 1579 | loss: 0.0311206 | val_loss: 0.0311542 | Time: 2767.01 ms
[2022-04-04 21:48:05 main:574] : INFO : Epoch 1580 | loss: 0.0311184 | val_loss: 0.0311546 | Time: 2713.12 ms
[2022-04-04 21:48:08 main:574] : INFO : Epoch 1581 | loss: 0.0311327 | val_loss: 0.0311509 | Time: 2779.04 ms
[2022-04-04 21:48:11 main:574] : INFO : Epoch 1582 | loss: 0.0311388 | val_loss: 0.0311539 | Time: 2737.28 ms
[2022-04-04 21:48:13 main:574] : INFO : Epoch 1583 | loss: 0.0311327 | val_loss: 0.0311491 | Time: 2793.13 ms
[2022-04-04 21:48:16 main:574] : INFO : Epoch 1584 | loss: 0.031128 | val_loss: 0.0311572 | Time: 2800.78 ms
[2022-04-04 21:48:19 main:574] : INFO : Epoch 1585 | loss: 0.0311263 | val_loss: 0.0311496 | Time: 2810.78 ms
[2022-04-04 21:48:22 main:574] : INFO : Epoch 1586 | loss: 0.0311257 | val_loss: 0.0311543 | Time: 2775.13 ms
[2022-04-04 21:48:25 main:574] : INFO : Epoch 1587 | loss: 0.0311303 | val_loss: 0.0311588 | Time: 2783.35 ms
[2022-04-04 21:48:27 main:574] : INFO : Epoch 1588 | loss: 0.0311335 | val_loss: 0.0311613 | Time: 2802.45 ms
[2022-04-04 21:48:30 main:574] : INFO : Epoch 1589 | loss: 0.0311312 | val_loss: 0.0311559 | Time: 2710.07 ms
[2022-04-04 21:48:33 main:574] : INFO : Epoch 1590 | loss: 0.0311266 | val_loss: 0.031155 | Time: 2718.81 ms
[2022-04-04 21:48:36 main:574] : INFO : Epoch 1591 | loss: 0.031123 | val_loss: 0.0311553 | Time: 2729.05 ms
[2022-04-04 21:48:38 main:574] : INFO : Epoch 1592 | loss: 0.0311219 | val_loss: 0.0311555 | Time: 2706.87 ms
[2022-04-04 21:48:41 main:574] : INFO : Epoch 1593 | loss: 0.0311234 | val_loss: 0.0311564 | Time: 2748.46 ms
[2022-04-04 21:48:44 main:574] : INFO : Epoch 1594 | loss: 0.0311254 | val_loss: 0.0311597 | Time: 2848.94 ms
[2022-04-04 21:48:47 main:574] : INFO : Epoch 1595 | loss: 0.0311219 | val_loss: 0.0311624 | Time: 2793.17 ms
[2022-04-04 21:48:50 main:574] : INFO : Epoch 1596 | loss: 0.0311247 | val_loss: 0.0311597 | Time: 2858.26 ms
[2022-04-04 21:48:52 main:574] : INFO : Epoch 1597 | loss: 0.0311242 | val_loss: 0.0311602 | Time: 2776.85 ms
[2022-04-04 21:48:55 main:574] : INFO : Epoch 1598 | loss: 0.0311242 | val_loss: 0.0311586 | Time: 2726.58 ms
[2022-04-04 21:48:58 main:574] : INFO : Epoch 1599 | loss: 0.0311268 | val_loss: 0.0311617 | Time: 2711.33 ms
[2022-04-04 21:49:01 main:574] : INFO : Epoch 1600 | loss: 0.0311253 | val_loss: 0.0311563 | Time: 2774.92 ms
[2022-04-04 21:49:03 main:574] : INFO : Epoch 1601 | loss: 0.0311272 | val_loss: 0.031162 | Time: 2754.43 ms
[2022-04-04 21:49:06 main:574] : INFO : Epoch 1602 | loss: 0.0311242 | val_loss: 0.0311569 | Time: 2768.49 ms
[2022-04-04 21:49:09 main:574] : INFO : Epoch 1603 | loss: 0.0311224 | val_loss: 0.0311511 | Time: 2768.39 ms
[2022-04-04 21:49:12 main:574] : INFO : Epoch 1604 | loss: 0.0311229 | val_loss: 0.0311568 | Time: 2788.52 ms
[2022-04-04 21:49:14 main:574] : INFO : Epoch 1605 | loss: 0.0311262 | val_loss: 0.0311547 | Time: 2762.47 ms
[2022-04-04 21:49:17 main:574] : INFO : Epoch 1606 | loss: 0.0311244 | val_loss: 0.0311626 | Time: 2819.08 ms
[2022-04-04 21:49:20 main:574] : INFO : Epoch 1607 | loss: 0.0311235 | val_loss: 0.0311542 | Time: 2725.62 ms
[2022-04-04 21:49:23 main:574] : INFO : Epoch 1608 | loss: 0.0311247 | val_loss: 0.0311593 | Time: 2784.3 ms
[2022-04-04 21:49:26 main:574] : INFO : Epoch 1609 | loss: 0.0311228 | val_loss: 0.0311552 | Time: 2760.11 ms
[2022-04-04 21:49:28 main:574] : INFO : Epoch 1610 | loss: 0.0311224 | val_loss: 0.0311654 | Time: 2721.99 ms
[2022-04-04 21:49:31 main:574] : INFO : Epoch 1611 | loss: 0.0311215 | val_loss: 0.0311573 | Time: 2756.96 ms
[2022-04-04 21:49:34 main:574] : INFO : Epoch 1612 | loss: 0.0311211 | val_loss: 0.0311575 | Time: 2714.53 ms
[2022-04-04 21:49:36 main:574] : INFO : Epoch 1613 | loss: 0.0311205 | val_loss: 0.0311558 | Time: 2747.42 ms
[2022-04-04 21:49:39 main:574] : INFO : Epoch 1614 | loss: 0.0311184 | val_loss: 0.0311593 | Time: 2823.5 ms
[2022-04-04 21:49:42 main:574] : INFO : Epoch 1615 | loss: 0.0311196 | val_loss: 0.0311571 | Time: 2784.01 ms
[2022-04-04 21:49:45 main:574] : INFO : Epoch 1616 | loss: 0.0311186 | val_loss: 0.0311576 | Time: 2856.25 ms
[2022-04-04 21:49:48 main:574] : INFO : Epoch 1617 | loss: 0.031121 | val_loss: 0.0311532 | Time: 2705.93 ms
[2022-04-04 21:49:50 main:574] : INFO : Epoch 1618 | loss: 0.0311192 | val_loss: 0.0311546 | Time: 2818.32 ms
[2022-04-04 21:49:53 main:574] : INFO : Epoch 1619 | loss: 0.0311191 | val_loss: 0.0311589 | Time: 2711.83 ms
[2022-04-04 21:49:56 main:574] : INFO : Epoch 1620 | loss: 0.0311194 | val_loss: 0.0311543 | Time: 2781.8 ms
[2022-04-04 21:49:59 main:574] : INFO : Epoch 1621 | loss: 0.0311198 | val_loss: 0.0311557 | Time: 2738.45 ms
[2022-04-04 21:50:01 main:574] : INFO : Epoch 1622 | loss: 0.0311209 | val_loss: 0.031164 | Time: 2687.07 ms
[2022-04-04 21:50:04 main:574] : INFO : Epoch 1623 | loss: 0.0311185 | val_loss: 0.0311563 | Time: 2800.21 ms
[2022-04-04 21:50:07 main:574] : INFO : Epoch 1624 | loss: 0.0311176 | val_loss: 0.0311579 | Time: 2781.6 ms
[2022-04-04 21:50:10 main:574] : INFO : Epoch 1625 | loss: 0.0311176 | val_loss: 0.0311583 | Time: 2810.04 ms
[2022-04-04 21:50:13 main:574] : INFO : Epoch 1626 | loss: 0.03112 | val_loss: 0.0311588 | Time: 2826.47 ms
[2022-04-04 21:50:15 main:574] : INFO : Epoch 1627 | loss: 0.0311199 | val_loss: 0.0311609 | Time: 2735.07 ms
[2022-04-04 21:50:18 main:574] : INFO : Epoch 1628 | loss: 0.0311212 | val_loss: 0.0311623 | Time: 2726.14 ms
[2022-04-04 21:50:21 main:574] : INFO : Epoch 1629 | loss: 0.0311228 | val_loss: 0.0311602 | Time: 2720.53 ms
[2022-04-04 21:50:24 main:574] : INFO : Epoch 1630 | loss: 0.0311195 | val_loss: 0.0311533 | Time: 2713.83 ms
[2022-04-04 21:50:26 main:574] : INFO : Epoch 1631 | loss: 0.0311175 | val_loss: 0.0311576 | Time: 2699.34 ms
[2022-04-04 21:50:29 main:574] : INFO : Epoch 1632 | loss: 0.0311148 | val_loss: 0.0311548 | Time: 2767.7 ms
[2022-04-04 21:50:32 main:574] : INFO : Epoch 1633 | loss: 0.0311184 | val_loss: 0.0311572 | Time: 2736.94 ms
[2022-04-04 21:50:35 main:574] : INFO : Epoch 1634 | loss: 0.0311249 | val_loss: 0.0311554 | Time: 2827.8 ms
[2022-04-04 21:50:37 main:574] : INFO : Epoch 1635 | loss: 0.031122 | val_loss: 0.0311567 | Time: 2768.56 ms
[2022-04-04 21:50:40 main:574] : INFO : Epoch 1636 | loss: 0.0311215 | val_loss: 0.0311612 | Time: 2763.7 ms
[2022-04-04 21:50:43 main:574] : INFO : Epoch 1637 | loss: 0.0311225 | val_loss: 0.0311585 | Time: 2747.61 ms
[2022-04-04 21:50:46 main:574] : INFO : Epoch 1638 | loss: 0.0311236 | val_loss: 0.031157 | Time: 2771.06 ms
[2022-04-04 21:50:48 main:574] : INFO : Epoch 1639 | loss: 0.0311194 | val_loss: 0.0311611 | Time: 2740.89 ms
[2022-04-04 21:50:51 main:574] : INFO : Epoch 1640 | loss: 0.0311186 | val_loss: 0.0311582 | Time: 2823.39 ms
[2022-04-04 21:50:54 main:574] : INFO : Epoch 1641 | loss: 0.0311182 | val_loss: 0.0311563 | Time: 2754.81 ms
[2022-04-04 21:50:57 main:574] : INFO : Epoch 1642 | loss: 0.0311182 | val_loss: 0.0311576 | Time: 2768.4 ms
[2022-04-04 21:51:00 main:574] : INFO : Epoch 1643 | loss: 0.0311175 | val_loss: 0.0311612 | Time: 2846.44 ms
[2022-04-04 21:51:02 main:574] : INFO : Epoch 1644 | loss: 0.0311237 | val_loss: 0.0311568 | Time: 2799.89 ms
[2022-04-04 21:51:05 main:574] : INFO : Epoch 1645 | loss: 0.0311228 | val_loss: 0.0311573 | Time: 2821.37 ms
[2022-04-04 21:51:08 main:574] : INFO : Epoch 1646 | loss: 0.0311179 | val_loss: 0.031159 | Time: 2760.34 ms
[2022-04-04 21:51:11 main:574] : INFO : Epoch 1647 | loss: 0.0311191 | val_loss: 0.031158 | Time: 2755.96 ms
[2022-04-04 21:51:14 main:574] : INFO : Epoch 1648 | loss: 0.0311177 | val_loss: 0.031162 | Time: 2851.29 ms
[2022-04-04 21:51:16 main:574] : INFO : Epoch 1649 | loss: 0.0311213 | val_loss: 0.0311585 | Time: 2774.56 ms
[2022-04-04 21:51:19 main:574] : INFO : Epoch 1650 | loss: 0.0311239 | val_loss: 0.0311603 | Time: 2700.68 ms
[2022-04-04 21:51:22 main:574] : INFO : Epoch 1651 | loss: 0.031123 | val_loss: 0.0311578 | Time: 2791.98 ms
[2022-04-04 21:51:25 main:574] : INFO : Epoch 1652 | loss: 0.0311237 | val_loss: 0.0311544 | Time: 2742.99 ms
[2022-04-04 21:51:27 main:574] : INFO : Epoch 1653 | loss: 0.0311252 | val_loss: 0.0311583 | Time: 2876.88 ms
[2022-04-04 21:51:30 main:574] : INFO : Epoch 1654 | loss: 0.0311229 | val_loss: 0.0311554 | Time: 2851.49 ms
[2022-04-04 21:51:33 main:574] : INFO : Epoch 1655 | loss: 0.0311194 | val_loss: 0.0311561 | Time: 2795.34 ms
[2022-04-04 21:51:36 main:574] : INFO : Epoch 1656 | loss: 0.0311204 | val_loss: 0.0311583 | Time: 2729.63 ms
[2022-04-04 21:51:39 main:574] : INFO : Epoch 1657 | loss: 0.0311234 | val_loss: 0.03116 | Time: 2758.05 ms
[2022-04-04 21:51:41 main:574] : INFO : Epoch 1658 | loss: 0.03112 | val_loss: 0.031159 | Time: 2787.49 ms
[2022-04-04 21:51:44 main:574] : INFO : Epoch 1659 | loss: 0.0311203 | val_loss: 0.0311579 | Time: 2737.33 ms
[2022-04-04 21:51:47 main:574] : INFO : Epoch 1660 | loss: 0.0311193 | val_loss: 0.0311592 | Time: 2713.88 ms
[2022-04-04 21:51:50 main:574] : INFO : Epoch 1661 | loss: 0.031119 | val_loss: 0.0311631 | Time: 2742.68 ms
[2022-04-04 21:51:52 main:574] : INFO : Epoch 1662 | loss: 0.0311161 | val_loss: 0.0311624 | Time: 2793.66 ms
[2022-04-04 21:51:55 main:574] : INFO : Epoch 1663 | loss: 0.0311171 | val_loss: 0.0311634 | Time: 2777.12 ms
[2022-04-04 21:51:58 main:574] : INFO : Epoch 1664 | loss: 0.0311181 | val_loss: 0.0311581 | Time: 2812.94 ms
[2022-04-04 21:52:01 main:574] : INFO : Epoch 1665 | loss: 0.031118 | val_loss: 0.0311553 | Time: 2823.3 ms
[2022-04-04 21:52:04 main:574] : INFO : Epoch 1666 | loss: 0.0311159 | val_loss: 0.0311656 | Time: 2715.19 ms
[2022-04-04 21:52:06 main:574] : INFO : Epoch 1667 | loss: 0.0311162 | val_loss: 0.0311598 | Time: 2755.57 ms
[2022-04-04 21:52:09 main:574] : INFO : Epoch 1668 | loss: 0.0311153 | val_loss: 0.0311628 | Time: 2737.52 ms
[2022-04-04 21:52:12 main:574] : INFO : Epoch 1669 | loss: 0.0311129 | val_loss: 0.0311605 | Time: 2690.58 ms
[2022-04-04 21:52:14 main:574] : INFO : Epoch 1670 | loss: 0.0311147 | val_loss: 0.0311639 | Time: 2746.2 ms
[2022-04-04 21:52:17 main:574] : INFO : Epoch 1671 | loss: 0.0311159 | val_loss: 0.0311647 | Time: 2698.88 ms
[2022-04-04 21:52:20 main:574] : INFO : Epoch 1672 | loss: 0.0311167 | val_loss: 0.0311673 | Time: 2802.69 ms
[2022-04-04 21:52:23 main:574] : INFO : Epoch 1673 | loss: 0.0311152 | val_loss: 0.0311574 | Time: 2803.19 ms
[2022-04-04 21:52:26 main:574] : INFO : Epoch 1674 | loss: 0.0311161 | val_loss: 0.0311622 | Time: 2748.29 ms
[2022-04-04 21:52:28 main:574] : INFO : Epoch 1675 | loss: 0.0311164 | val_loss: 0.0311575 | Time: 2803.89 ms
[2022-04-04 21:52:31 main:574] : INFO : Epoch 1676 | loss: 0.0311187 | val_loss: 0.0311641 | Time: 2772.28 ms
[2022-04-04 21:52:34 main:574] : INFO : Epoch 1677 | loss: 0.0311454 | val_loss: 0.0311662 | Time: 2719.63 ms
[2022-04-04 21:52:37 main:574] : INFO : Epoch 1678 | loss: 0.0311472 | val_loss: 0.0311544 | Time: 2753.25 ms
[2022-04-04 21:52:39 main:574] : INFO : Epoch 1679 | loss: 0.0311406 | val_loss: 0.0311563 | Time: 2774.39 ms
[2022-04-04 21:52:42 main:574] : INFO : Epoch 1680 | loss: 0.0311356 | val_loss: 0.0311553 | Time: 2747.06 ms
[2022-04-04 21:52:45 main:574] : INFO : Epoch 1681 | loss: 0.0311331 | val_loss: 0.0311603 | Time: 2784.5 ms
[2022-04-04 21:52:48 main:574] : INFO : Epoch 1682 | loss: 0.0311326 | val_loss: 0.0311592 | Time: 2804.67 ms
[2022-04-04 21:52:51 main:574] : INFO : Epoch 1683 | loss: 0.0311311 | val_loss: 0.0311571 | Time: 2798.65 ms
[2022-04-04 21:52:53 main:574] : INFO : Epoch 1684 | loss: 0.031134 | val_loss: 0.0311577 | Time: 2834.13 ms
[2022-04-04 21:52:56 main:574] : INFO : Epoch 1685 | loss: 0.0311347 | val_loss: 0.031158 | Time: 2769.03 ms
[2022-04-04 21:52:59 main:574] : INFO : Epoch 1686 | loss: 0.0311282 | val_loss: 0.0311586 | Time: 2689.03 ms
[2022-04-04 21:53:02 main:574] : INFO : Epoch 1687 | loss: 0.0311264 | val_loss: 0.0311578 | Time: 2767.63 ms
[2022-04-04 21:53:04 main:574] : INFO : Epoch 1688 | loss: 0.0311254 | val_loss: 0.0311598 | Time: 2767.49 ms
[2022-04-04 21:53:07 main:574] : INFO : Epoch 1689 | loss: 0.0311303 | val_loss: 0.0311681 | Time: 2712.18 ms
[2022-04-04 21:53:10 main:574] : INFO : Epoch 1690 | loss: 0.0311247 | val_loss: 0.031157 | Time: 2720.49 ms
[2022-04-04 21:53:13 main:574] : INFO : Epoch 1691 | loss: 0.0311258 | val_loss: 0.0311594 | Time: 2792.24 ms
[2022-04-04 21:53:15 main:574] : INFO : Epoch 1692 | loss: 0.0311322 | val_loss: 0.0311642 | Time: 2770.59 ms
[2022-04-04 21:53:18 main:574] : INFO : Epoch 1693 | loss: 0.0311372 | val_loss: 0.0311602 | Time: 2838.81 ms
[2022-04-04 21:53:21 main:574] : INFO : Epoch 1694 | loss: 0.0311355 | val_loss: 0.0311627 | Time: 2814.02 ms
[2022-04-04 21:53:24 main:574] : INFO : Epoch 1695 | loss: 0.031133 | val_loss: 0.0311618 | Time: 2788.64 ms
[2022-04-04 21:53:27 main:574] : INFO : Epoch 1696 | loss: 0.0311424 | val_loss: 0.0311594 | Time: 2736.47 ms
[2022-04-04 21:53:29 main:574] : INFO : Epoch 1697 | loss: 0.0311394 | val_loss: 0.0311623 | Time: 2781.23 ms
[2022-04-04 21:53:32 main:574] : INFO : Epoch 1698 | loss: 0.0311362 | val_loss: 0.0311598 | Time: 2672.12 ms
[2022-04-04 21:53:35 main:574] : INFO : Epoch 1699 | loss: 0.031134 | val_loss: 0.0311583 | Time: 2748.4 ms
[2022-04-04 21:53:38 main:574] : INFO : Epoch 1700 | loss: 0.0311327 | val_loss: 0.0311563 | Time: 2815.72 ms
[2022-04-04 21:53:40 main:574] : INFO : Epoch 1701 | loss: 0.0311311 | val_loss: 0.0311601 | Time: 2736.95 ms
[2022-04-04 21:53:43 main:574] : INFO : Epoch 1702 | loss: 0.0311302 | val_loss: 0.0311604 | Time: 2815.22 ms
[2022-04-04 21:53:46 main:574] : INFO : Epoch 1703 | loss: 0.0311309 | val_loss: 0.0311647 | Time: 2807.66 ms
[2022-04-04 21:53:49 main:574] : INFO : Epoch 1704 | loss: 0.0311288 | val_loss: 0.0311605 | Time: 2749.59 ms
[2022-04-04 21:53:51 main:574] : INFO : Epoch 1705 | loss: 0.0311279 | val_loss: 0.0311595 | Time: 2750.69 ms
[2022-04-04 21:53:54 main:574] : INFO : Epoch 1706 | loss: 0.0311278 | val_loss: 0.0311619 | Time: 2720.28 ms
[2022-04-04 21:53:57 main:574] : INFO : Epoch 1707 | loss: 0.0311272 | val_loss: 0.0311613 | Time: 2813.88 ms
[2022-04-04 21:54:00 main:574] : INFO : Epoch 1708 | loss: 0.0311275 | val_loss: 0.0311685 | Time: 2780.31 ms
[2022-04-04 21:54:02 main:574] : INFO : Epoch 1709 | loss: 0.0311291 | val_loss: 0.0311656 | Time: 2721 ms
[2022-04-04 21:54:05 main:574] : INFO : Epoch 1710 | loss: 0.0311261 | val_loss: 0.0311577 | Time: 2738.67 ms
[2022-04-04 21:54:08 main:574] : INFO : Epoch 1711 | loss: 0.0311256 | val_loss: 0.0311564 | Time: 2834.58 ms
[2022-04-04 21:54:11 main:574] : INFO : Epoch 1712 | loss: 0.031124 | val_loss: 0.0311603 | Time: 2772.98 ms
[2022-04-04 21:54:14 main:574] : INFO : Epoch 1713 | loss: 0.0311299 | val_loss: 0.0311557 | Time: 2776.37 ms
[2022-04-04 21:54:16 main:574] : INFO : Epoch 1714 | loss: 0.0311265 | val_loss: 0.0311683 | Time: 2824.02 ms
[2022-04-04 21:54:19 main:574] : INFO : Epoch 1715 | loss: 0.0311272 | val_loss: 0.0311598 | Time: 2734.6 ms
[2022-04-04 21:54:22 main:574] : INFO : Epoch 1716 | loss: 0.0311244 | val_loss: 0.0311582 | Time: 2692.77 ms
[2022-04-04 21:54:25 main:574] : INFO : Epoch 1717 | loss: 0.0311241 | val_loss: 0.0311578 | Time: 2811.08 ms
[2022-04-04 21:54:27 main:574] : INFO : Epoch 1718 | loss: 0.0311248 | val_loss: 0.0311608 | Time: 2700.92 ms
[2022-04-04 21:54:30 main:574] : INFO : Epoch 1719 | loss: 0.0311236 | val_loss: 0.0311542 | Time: 2707.4 ms
[2022-04-04 21:54:33 main:574] : INFO : Epoch 1720 | loss: 0.0311225 | val_loss: 0.0311578 | Time: 2804.92 ms
[2022-04-04 21:54:36 main:574] : INFO : Epoch 1721 | loss: 0.0311209 | val_loss: 0.0311624 | Time: 2823.44 ms
[2022-04-04 21:54:39 main:574] : INFO : Epoch 1722 | loss: 0.0311208 | val_loss: 0.0311588 | Time: 2789.56 ms
[2022-04-04 21:54:41 main:574] : INFO : Epoch 1723 | loss: 0.0311187 | val_loss: 0.0311565 | Time: 2817.75 ms
[2022-04-04 21:54:44 main:574] : INFO : Epoch 1724 | loss: 0.0311192 | val_loss: 0.0311589 | Time: 2733.4 ms
[2022-04-04 21:54:47 main:574] : INFO : Epoch 1725 | loss: 0.0311187 | val_loss: 0.0311593 | Time: 2739.38 ms
[2022-04-04 21:54:50 main:574] : INFO : Epoch 1726 | loss: 0.03112 | val_loss: 0.0311597 | Time: 2773.22 ms
[2022-04-04 21:54:52 main:574] : INFO : Epoch 1727 | loss: 0.0311173 | val_loss: 0.0311522 | Time: 2745.83 ms
[2022-04-04 21:54:55 main:574] : INFO : Epoch 1728 | loss: 0.0311168 | val_loss: 0.0311586 | Time: 2743.47 ms
[2022-04-04 21:54:58 main:574] : INFO : Epoch 1729 | loss: 0.0311167 | val_loss: 0.031157 | Time: 2818.26 ms
[2022-04-04 21:55:01 main:574] : INFO : Epoch 1730 | loss: 0.0311181 | val_loss: 0.0311624 | Time: 2797.23 ms
[2022-04-04 21:55:03 main:574] : INFO : Epoch 1731 | loss: 0.0311216 | val_loss: 0.0311621 | Time: 2780.96 ms
[2022-04-04 21:55:06 main:574] : INFO : Epoch 1732 | loss: 0.031124 | val_loss: 0.0311576 | Time: 2811.27 ms
[2022-04-04 21:55:09 main:574] : INFO : Epoch 1733 | loss: 0.0311238 | val_loss: 0.031156 | Time: 2797.9 ms
[2022-04-04 21:55:12 main:574] : INFO : Epoch 1734 | loss: 0.0311231 | val_loss: 0.0311595 | Time: 2783.39 ms
[2022-04-04 21:55:15 main:574] : INFO : Epoch 1735 | loss: 0.0311221 | val_loss: 0.0311564 | Time: 2769.32 ms
[2022-04-04 21:55:17 main:574] : INFO : Epoch 1736 | loss: 0.0311259 | val_loss: 0.031157 | Time: 2681.56 ms
[2022-04-04 21:55:20 main:574] : INFO : Epoch 1737 | loss: 0.0311255 | val_loss: 0.0311629 | Time: 2733.03 ms
[2022-04-04 21:55:23 main:574] : INFO : Epoch 1738 | loss: 0.031122 | val_loss: 0.0311583 | Time: 2740.51 ms
[2022-04-04 21:55:26 main:574] : INFO : Epoch 1739 | loss: 0.03112 | val_loss: 0.0311598 | Time: 2758.84 ms
[2022-04-04 21:55:28 main:574] : INFO : Epoch 1740 | loss: 0.0311186 | val_loss: 0.0311637 | Time: 2846.18 ms
[2022-04-04 21:55:31 main:574] : INFO : Epoch 1741 | loss: 0.0311176 | val_loss: 0.0311609 | Time: 2802.68 ms
[2022-04-04 21:55:34 main:574] : INFO : Epoch 1742 | loss: 0.0311186 | val_loss: 0.0311572 | Time: 2820.55 ms
[2022-04-04 21:55:37 main:574] : INFO : Epoch 1743 | loss: 0.0311161 | val_loss: 0.0311576 | Time: 2776.37 ms
[2022-04-04 21:55:40 main:574] : INFO : Epoch 1744 | loss: 0.0311201 | val_loss: 0.0311662 | Time: 2747.74 ms
[2022-04-04 21:55:42 main:574] : INFO : Epoch 1745 | loss: 0.0311185 | val_loss: 0.0311656 | Time: 2741.52 ms
[2022-04-04 21:55:45 main:574] : INFO : Epoch 1746 | loss: 0.0311185 | val_loss: 0.0311604 | Time: 2751.91 ms
[2022-04-04 21:55:48 main:574] : INFO : Epoch 1747 | loss: 0.0311199 | val_loss: 0.0311569 | Time: 2649.24 ms
[2022-04-04 21:55:50 main:574] : INFO : Epoch 1748 | loss: 0.0311229 | val_loss: 0.0311601 | Time: 2718.19 ms
[2022-04-04 21:55:53 main:574] : INFO : Epoch 1749 | loss: 0.0311307 | val_loss: 0.0311646 | Time: 2802.65 ms
[2022-04-04 21:55:56 main:574] : INFO : Epoch 1750 | loss: 0.0311317 | val_loss: 0.0311563 | Time: 2794.61 ms
[2022-04-04 21:55:59 main:574] : INFO : Epoch 1751 | loss: 0.0311323 | val_loss: 0.0311595 | Time: 2755.56 ms
[2022-04-04 21:56:02 main:574] : INFO : Epoch 1752 | loss: 0.0311292 | val_loss: 0.0311579 | Time: 2810.35 ms
[2022-04-04 21:56:04 main:574] : INFO : Epoch 1753 | loss: 0.0311265 | val_loss: 0.0311543 | Time: 2748.28 ms
[2022-04-04 21:56:07 main:574] : INFO : Epoch 1754 | loss: 0.031126 | val_loss: 0.0311671 | Time: 2721.01 ms
[2022-04-04 21:56:10 main:574] : INFO : Epoch 1755 | loss: 0.0311277 | val_loss: 0.0311571 | Time: 2737.1 ms
[2022-04-04 21:56:13 main:574] : INFO : Epoch 1756 | loss: 0.0311268 | val_loss: 0.0311596 | Time: 2761.44 ms
[2022-04-04 21:56:15 main:574] : INFO : Epoch 1757 | loss: 0.0311245 | val_loss: 0.0311609 | Time: 2745.33 ms
[2022-04-04 21:56:18 main:574] : INFO : Epoch 1758 | loss: 0.0311237 | val_loss: 0.0311623 | Time: 2775.38 ms
[2022-04-04 21:56:21 main:574] : INFO : Epoch 1759 | loss: 0.0311228 | val_loss: 0.0311631 | Time: 2747.12 ms
[2022-04-04 21:56:24 main:574] : INFO : Epoch 1760 | loss: 0.0311219 | val_loss: 0.0311601 | Time: 2798.44 ms
[2022-04-04 21:56:27 main:574] : INFO : Epoch 1761 | loss: 0.0311269 | val_loss: 0.0311604 | Time: 2915.07 ms
[2022-04-04 21:56:29 main:574] : INFO : Epoch 1762 | loss: 0.0311274 | val_loss: 0.0311629 | Time: 2789.44 ms
[2022-04-04 21:56:32 main:574] : INFO : Epoch 1763 | loss: 0.0311273 | val_loss: 0.0311609 | Time: 2779.33 ms
[2022-04-04 21:56:35 main:574] : INFO : Epoch 1764 | loss: 0.0311228 | val_loss: 0.0311594 | Time: 2773.21 ms
[2022-04-04 21:56:38 main:574] : INFO : Epoch 1765 | loss: 0.0311205 | val_loss: 0.03116 | Time: 2708.97 ms
[2022-04-04 21:56:40 main:574] : INFO : Epoch 1766 | loss: 0.0311224 | val_loss: 0.0311598 | Time: 2761.46 ms
[2022-04-04 21:56:43 main:574] : INFO : Epoch 1767 | loss: 0.031126 | val_loss: 0.0311612 | Time: 2731.69 ms
[2022-04-04 21:56:46 main:574] : INFO : Epoch 1768 | loss: 0.0311308 | val_loss: 0.0311597 | Time: 2714.85 ms
[2022-04-04 21:56:49 main:574] : INFO : Epoch 1769 | loss: 0.0311236 | val_loss: 0.0311628 | Time: 2851.18 ms
[2022-04-04 21:56:52 main:574] : INFO : Epoch 1770 | loss: 0.0311208 | val_loss: 0.0311625 | Time: 2806.31 ms
[2022-04-04 21:56:54 main:574] : INFO : Epoch 1771 | loss: 0.0311207 | val_loss: 0.0311615 | Time: 2759.49 ms
[2022-04-04 21:56:57 main:574] : INFO : Epoch 1772 | loss: 0.0311206 | val_loss: 0.0311568 | Time: 2726.06 ms
[2022-04-04 21:57:00 main:574] : INFO : Epoch 1773 | loss: 0.0311217 | val_loss: 0.0311579 | Time: 2737.4 ms
[2022-04-04 21:57:03 main:574] : INFO : Epoch 1774 | loss: 0.0311223 | val_loss: 0.0311582 | Time: 2747.75 ms
[2022-04-04 21:57:05 main:574] : INFO : Epoch 1775 | loss: 0.0311202 | val_loss: 0.0311633 | Time: 2783.6 ms
[2022-04-04 21:57:08 main:574] : INFO : Epoch 1776 | loss: 0.0311178 | val_loss: 0.0311627 | Time: 2782.68 ms
[2022-04-04 21:57:11 main:574] : INFO : Epoch 1777 | loss: 0.0311176 | val_loss: 0.0311601 | Time: 2712.14 ms
[2022-04-04 21:57:14 main:574] : INFO : Epoch 1778 | loss: 0.0311182 | val_loss: 0.0311628 | Time: 2733.76 ms
[2022-04-04 21:57:16 main:574] : INFO : Epoch 1779 | loss: 0.0311188 | val_loss: 0.0311627 | Time: 2759.64 ms
[2022-04-04 21:57:19 main:574] : INFO : Epoch 1780 | loss: 0.031119 | val_loss: 0.0311616 | Time: 2754.83 ms
[2022-04-04 21:57:22 main:574] : INFO : Epoch 1781 | loss: 0.0311203 | val_loss: 0.0311646 | Time: 2770.59 ms
[2022-04-04 21:57:25 main:574] : INFO : Epoch 1782 | loss: 0.0311195 | val_loss: 0.031162 | Time: 2728.27 ms
[2022-04-04 21:57:27 main:574] : INFO : Epoch 1783 | loss: 0.0311182 | val_loss: 0.0311629 | Time: 2701.38 ms
[2022-04-04 21:57:30 main:574] : INFO : Epoch 1784 | loss: 0.0311145 | val_loss: 0.031159 | Time: 2745.51 ms
[2022-04-04 21:57:33 main:574] : INFO : Epoch 1785 | loss: 0.0311164 | val_loss: 0.0311611 | Time: 2781.47 ms
[2022-04-04 21:57:35 main:574] : INFO : Epoch 1786 | loss: 0.0311174 | val_loss: 0.0311639 | Time: 2692.73 ms
[2022-04-04 21:57:38 main:574] : INFO : Epoch 1787 | loss: 0.0311164 | val_loss: 0.0311609 | Time: 2747.52 ms
[2022-04-04 21:57:41 main:574] : INFO : Epoch 1788 | loss: 0.0311167 | val_loss: 0.0311623 | Time: 2838.32 ms
[2022-04-04 21:57:44 main:574] : INFO : Epoch 1789 | loss: 0.031117 | val_loss: 0.0311663 | Time: 2826.1 ms
[2022-04-04 21:57:47 main:574] : INFO : Epoch 1790 | loss: 0.0311192 | val_loss: 0.0311627 | Time: 2802.41 ms
[2022-04-04 21:57:50 main:574] : INFO : Epoch 1791 | loss: 0.0311216 | val_loss: 0.0311698 | Time: 2813.8 ms
[2022-04-04 21:57:52 main:574] : INFO : Epoch 1792 | loss: 0.0311237 | val_loss: 0.031168 | Time: 2716.89 ms
[2022-04-04 21:57:55 main:574] : INFO : Epoch 1793 | loss: 0.031121 | val_loss: 0.0311655 | Time: 2775.41 ms
[2022-04-04 21:57:58 main:574] : INFO : Epoch 1794 | loss: 0.0311203 | val_loss: 0.0311661 | Time: 2805.67 ms
[2022-04-04 21:58:01 main:574] : INFO : Epoch 1795 | loss: 0.0311187 | val_loss: 0.0311625 | Time: 2733.71 ms
[2022-04-04 21:58:03 main:574] : INFO : Epoch 1796 | loss: 0.0311161 | val_loss: 0.0311644 | Time: 2733.13 ms
[2022-04-04 21:58:06 main:574] : INFO : Epoch 1797 | loss: 0.03112 | val_loss: 0.0311656 | Time: 2789.72 ms
[2022-04-04 21:58:09 main:574] : INFO : Epoch 1798 | loss: 0.0311182 | val_loss: 0.0311606 | Time: 2789.55 ms
[2022-04-04 21:58:12 main:574] : INFO : Epoch 1799 | loss: 0.0311141 | val_loss: 0.0311694 | Time: 2853.67 ms
[2022-04-04 21:58:15 main:574] : INFO : Epoch 1800 | loss: 0.0311165 | val_loss: 0.0311732 | Time: 2841.14 ms
[2022-04-04 21:58:17 main:574] : INFO : Epoch 1801 | loss: 0.0311278 | val_loss: 0.0311608 | Time: 2726.21 ms
[2022-04-04 21:58:20 main:574] : INFO : Epoch 1802 | loss: 0.0311291 | val_loss: 0.0311608 | Time: 2758.55 ms
[2022-04-04 21:58:23 main:574] : INFO : Epoch 1803 | loss: 0.0311276 | val_loss: 0.0311639 | Time: 2756.62 ms
[2022-04-04 21:58:26 main:574] : INFO : Epoch 1804 | loss: 0.0311282 | val_loss: 0.0311606 | Time: 2752.81 ms
[2022-04-04 21:58:28 main:574] : INFO : Epoch 1805 | loss: 0.0311266 | val_loss: 0.0311589 | Time: 2754.54 ms
[2022-04-04 21:58:31 main:574] : INFO : Epoch 1806 | loss: 0.0311253 | val_loss: 0.031159 | Time: 2692.85 ms
[2022-04-04 21:58:34 main:574] : INFO : Epoch 1807 | loss: 0.0311264 | val_loss: 0.0311676 | Time: 2743.64 ms
[2022-04-04 21:58:37 main:574] : INFO : Epoch 1808 | loss: 0.0311279 | val_loss: 0.031161 | Time: 2781.96 ms
[2022-04-04 21:58:39 main:574] : INFO : Epoch 1809 | loss: 0.0311268 | val_loss: 0.0311677 | Time: 2807.52 ms
[2022-04-04 21:58:42 main:574] : INFO : Epoch 1810 | loss: 0.0311245 | val_loss: 0.0311615 | Time: 2752.92 ms
[2022-04-04 21:58:45 main:574] : INFO : Epoch 1811 | loss: 0.0311215 | val_loss: 0.0311619 | Time: 2760.47 ms
[2022-04-04 21:58:48 main:574] : INFO : Epoch 1812 | loss: 0.0311225 | val_loss: 0.0311626 | Time: 2778.87 ms
[2022-04-04 21:58:50 main:574] : INFO : Epoch 1813 | loss: 0.0311351 | val_loss: 0.0311659 | Time: 2820.81 ms
[2022-04-04 21:58:53 main:574] : INFO : Epoch 1814 | loss: 0.0311552 | val_loss: 0.0311604 | Time: 2829.01 ms
[2022-04-04 21:58:56 main:574] : INFO : Epoch 1815 | loss: 0.0311457 | val_loss: 0.0311569 | Time: 2709.78 ms
[2022-04-04 21:58:59 main:574] : INFO : Epoch 1816 | loss: 0.0311435 | val_loss: 0.0311592 | Time: 2689.35 ms
[2022-04-04 21:59:01 main:574] : INFO : Epoch 1817 | loss: 0.0311402 | val_loss: 0.0311565 | Time: 2753.87 ms
[2022-04-04 21:59:04 main:574] : INFO : Epoch 1818 | loss: 0.0311384 | val_loss: 0.0311588 | Time: 2752.83 ms
[2022-04-04 21:59:07 main:574] : INFO : Epoch 1819 | loss: 0.031138 | val_loss: 0.0311574 | Time: 2786.21 ms
[2022-04-04 21:59:10 main:574] : INFO : Epoch 1820 | loss: 0.0311362 | val_loss: 0.0311585 | Time: 2742.66 ms
[2022-04-04 21:59:13 main:574] : INFO : Epoch 1821 | loss: 0.0311348 | val_loss: 0.0311593 | Time: 2778.86 ms
[2022-04-04 21:59:15 main:574] : INFO : Epoch 1822 | loss: 0.0311345 | val_loss: 0.0311588 | Time: 2788.1 ms
[2022-04-04 21:59:18 main:574] : INFO : Epoch 1823 | loss: 0.0311338 | val_loss: 0.0311561 | Time: 2812.85 ms
[2022-04-04 21:59:21 main:574] : INFO : Epoch 1824 | loss: 0.0311345 | val_loss: 0.0311674 | Time: 2746.5 ms
[2022-04-04 21:59:24 main:574] : INFO : Epoch 1825 | loss: 0.0311372 | val_loss: 0.0311696 | Time: 2704.84 ms
[2022-04-04 21:59:26 main:574] : INFO : Epoch 1826 | loss: 0.0311297 | val_loss: 0.0311594 | Time: 2706.29 ms
[2022-04-04 21:59:29 main:574] : INFO : Epoch 1827 | loss: 0.031128 | val_loss: 0.0311586 | Time: 2743.14 ms
[2022-04-04 21:59:32 main:574] : INFO : Epoch 1828 | loss: 0.0311294 | val_loss: 0.0311628 | Time: 2765.21 ms
[2022-04-04 21:59:35 main:574] : INFO : Epoch 1829 | loss: 0.0311286 | val_loss: 0.0311675 | Time: 2777.59 ms
[2022-04-04 21:59:37 main:574] : INFO : Epoch 1830 | loss: 0.0311306 | val_loss: 0.0311685 | Time: 2758.94 ms
[2022-04-04 21:59:40 main:574] : INFO : Epoch 1831 | loss: 0.0311314 | val_loss: 0.0311613 | Time: 2771.77 ms
[2022-04-04 21:59:43 main:574] : INFO : Epoch 1832 | loss: 0.0311295 | val_loss: 0.0311577 | Time: 2784.54 ms
[2022-04-04 21:59:46 main:574] : INFO : Epoch 1833 | loss: 0.0311286 | val_loss: 0.0311561 | Time: 2850.82 ms
[2022-04-04 21:59:49 main:574] : INFO : Epoch 1834 | loss: 0.0311276 | val_loss: 0.0311566 | Time: 2724.14 ms
[2022-04-04 21:59:51 main:574] : INFO : Epoch 1835 | loss: 0.0311275 | val_loss: 0.0311589 | Time: 2738.03 ms
[2022-04-04 21:59:54 main:574] : INFO : Epoch 1836 | loss: 0.031126 | val_loss: 0.0311596 | Time: 2750.22 ms
[2022-04-04 21:59:57 main:574] : INFO : Epoch 1837 | loss: 0.0311251 | val_loss: 0.0311577 | Time: 2802.21 ms
[2022-04-04 22:00:00 main:574] : INFO : Epoch 1838 | loss: 0.031125 | val_loss: 0.0311574 | Time: 2843.98 ms
[2022-04-04 22:00:02 main:574] : INFO : Epoch 1839 | loss: 0.0311261 | val_loss: 0.0311642 | Time: 2758.49 ms
[2022-04-04 22:00:05 main:574] : INFO : Epoch 1840 | loss: 0.0311281 | val_loss: 0.0311558 | Time: 2781.12 ms
[2022-04-04 22:00:08 main:574] : INFO : Epoch 1841 | loss: 0.031127 | val_loss: 0.0311596 | Time: 2752.46 ms
[2022-04-04 22:00:11 main:574] : INFO : Epoch 1842 | loss: 0.0311262 | val_loss: 0.0311623 | Time: 2820.35 ms
[2022-04-04 22:00:14 main:574] : INFO : Epoch 1843 | loss: 0.0311255 | val_loss: 0.0311577 | Time: 2807.19 ms
[2022-04-04 22:00:16 main:574] : INFO : Epoch 1844 | loss: 0.0311252 | val_loss: 0.0311644 | Time: 2742.46 ms
[2022-04-04 22:00:19 main:574] : INFO : Epoch 1845 | loss: 0.0311263 | val_loss: 0.0311567 | Time: 2689.71 ms
[2022-04-04 22:00:22 main:574] : INFO : Epoch 1846 | loss: 0.031126 | val_loss: 0.0311658 | Time: 2811.74 ms
[2022-04-04 22:00:25 main:574] : INFO : Epoch 1847 | loss: 0.0311263 | val_loss: 0.0311565 | Time: 2801.54 ms
[2022-04-04 22:00:27 main:574] : INFO : Epoch 1848 | loss: 0.031128 | val_loss: 0.0311644 | Time: 2809.38 ms
[2022-04-04 22:00:30 main:574] : INFO : Epoch 1849 | loss: 0.0311312 | val_loss: 0.0311619 | Time: 2785.61 ms
[2022-04-04 22:00:33 main:574] : INFO : Epoch 1850 | loss: 0.0311371 | val_loss: 0.031165 | Time: 2759.64 ms
[2022-04-04 22:00:36 main:574] : INFO : Epoch 1851 | loss: 0.0311328 | val_loss: 0.0311581 | Time: 2757.62 ms
[2022-04-04 22:00:39 main:574] : INFO : Epoch 1852 | loss: 0.0311314 | val_loss: 0.0311674 | Time: 2812.21 ms
[2022-04-04 22:00:41 main:574] : INFO : Epoch 1853 | loss: 0.031129 | val_loss: 0.0311625 | Time: 2789.33 ms
[2022-04-04 22:00:44 main:574] : INFO : Epoch 1854 | loss: 0.0311265 | val_loss: 0.0311622 | Time: 2702.52 ms
[2022-04-04 22:00:47 main:574] : INFO : Epoch 1855 | loss: 0.0311308 | val_loss: 0.0311628 | Time: 2715.26 ms
[2022-04-04 22:00:50 main:574] : INFO : Epoch 1856 | loss: 0.0311271 | val_loss: 0.0311599 | Time: 2746.48 ms
[2022-04-04 22:00:52 main:574] : INFO : Epoch 1857 | loss: 0.0311275 | val_loss: 0.0311577 | Time: 2759.88 ms
[2022-04-04 22:00:55 main:574] : INFO : Epoch 1858 | loss: 0.031132 | val_loss: 0.0311608 | Time: 2777.01 ms
[2022-04-04 22:00:58 main:574] : INFO : Epoch 1859 | loss: 0.0311378 | val_loss: 0.0311621 | Time: 2751.4 ms
[2022-04-04 22:01:01 main:574] : INFO : Epoch 1860 | loss: 0.0311353 | val_loss: 0.0311557 | Time: 2738.07 ms
[2022-04-04 22:01:03 main:574] : INFO : Epoch 1861 | loss: 0.0311363 | val_loss: 0.0311532 | Time: 2826.55 ms
[2022-04-04 22:01:06 main:574] : INFO : Epoch 1862 | loss: 0.0311342 | val_loss: 0.0311559 | Time: 2733.95 ms
[2022-04-04 22:01:09 main:574] : INFO : Epoch 1863 | loss: 0.0311306 | val_loss: 0.0311549 | Time: 2770.54 ms
[2022-04-04 22:01:12 main:574] : INFO : Epoch 1864 | loss: 0.031131 | val_loss: 0.031158 | Time: 2696.81 ms
[2022-04-04 22:01:14 main:574] : INFO : Epoch 1865 | loss: 0.031126 | val_loss: 0.0311538 | Time: 2724.23 ms
[2022-04-04 22:01:17 main:574] : INFO : Epoch 1866 | loss: 0.0311255 | val_loss: 0.031155 | Time: 2832.65 ms
[2022-04-04 22:01:20 main:574] : INFO : Epoch 1867 | loss: 0.0311234 | val_loss: 0.0311618 | Time: 2781.75 ms
[2022-04-04 22:01:23 main:574] : INFO : Epoch 1868 | loss: 0.0311282 | val_loss: 0.0311627 | Time: 2771.07 ms
[2022-04-04 22:01:26 main:574] : INFO : Epoch 1869 | loss: 0.0311279 | val_loss: 0.0311584 | Time: 2777.76 ms
[2022-04-04 22:01:28 main:574] : INFO : Epoch 1870 | loss: 0.0311268 | val_loss: 0.0311539 | Time: 2811.37 ms
[2022-04-04 22:01:31 main:574] : INFO : Epoch 1871 | loss: 0.0311254 | val_loss: 0.0311608 | Time: 2757.39 ms
[2022-04-04 22:01:34 main:574] : INFO : Epoch 1872 | loss: 0.0311247 | val_loss: 0.031155 | Time: 2772.33 ms
[2022-04-04 22:01:37 main:574] : INFO : Epoch 1873 | loss: 0.0311237 | val_loss: 0.0311594 | Time: 2701.65 ms
[2022-04-04 22:01:39 main:574] : INFO : Epoch 1874 | loss: 0.0311214 | val_loss: 0.0311594 | Time: 2663.02 ms
[2022-04-04 22:01:42 main:574] : INFO : Epoch 1875 | loss: 0.0311225 | val_loss: 0.0311564 | Time: 2740.64 ms
[2022-04-04 22:01:45 main:574] : INFO : Epoch 1876 | loss: 0.0311241 | val_loss: 0.0311643 | Time: 2706.14 ms
[2022-04-04 22:01:47 main:574] : INFO : Epoch 1877 | loss: 0.0311202 | val_loss: 0.0311608 | Time: 2688.29 ms
[2022-04-04 22:01:50 main:574] : INFO : Epoch 1878 | loss: 0.031121 | val_loss: 0.031163 | Time: 2701.75 ms
[2022-04-04 22:01:53 main:574] : INFO : Epoch 1879 | loss: 0.0311224 | val_loss: 0.0311623 | Time: 2708.11 ms
[2022-04-04 22:01:56 main:574] : INFO : Epoch 1880 | loss: 0.0311211 | val_loss: 0.0311682 | Time: 2745.61 ms
[2022-04-04 22:01:58 main:574] : INFO : Epoch 1881 | loss: 0.0311196 | val_loss: 0.0311681 | Time: 2785.55 ms
[2022-04-04 22:02:01 main:574] : INFO : Epoch 1882 | loss: 0.0311189 | val_loss: 0.0311624 | Time: 2811.04 ms
[2022-04-04 22:02:04 main:574] : INFO : Epoch 1883 | loss: 0.0311182 | val_loss: 0.0311707 | Time: 2750.35 ms
[2022-04-04 22:02:07 main:574] : INFO : Epoch 1884 | loss: 0.0311218 | val_loss: 0.0311609 | Time: 2724.77 ms
[2022-04-04 22:02:09 main:574] : INFO : Epoch 1885 | loss: 0.0311305 | val_loss: 0.0311577 | Time: 2722.24 ms
[2022-04-04 22:02:12 main:574] : INFO : Epoch 1886 | loss: 0.0311252 | val_loss: 0.0311599 | Time: 2762.52 ms
[2022-04-04 22:02:15 main:574] : INFO : Epoch 1887 | loss: 0.031125 | val_loss: 0.0311597 | Time: 2774.03 ms
[2022-04-04 22:02:18 main:574] : INFO : Epoch 1888 | loss: 0.0311267 | val_loss: 0.0311611 | Time: 2725.37 ms
[2022-04-04 22:02:20 main:574] : INFO : Epoch 1889 | loss: 0.0311258 | val_loss: 0.031161 | Time: 2734.81 ms
[2022-04-04 22:02:23 main:574] : INFO : Epoch 1890 | loss: 0.0311227 | val_loss: 0.0311623 | Time: 2787.48 ms
[2022-04-04 22:02:26 main:574] : INFO : Epoch 1891 | loss: 0.0311225 | val_loss: 0.0311626 | Time: 2784.05 ms
[2022-04-04 22:02:29 main:574] : INFO : Epoch 1892 | loss: 0.031123 | val_loss: 0.0311586 | Time: 2779.56 ms
[2022-04-04 22:02:31 main:574] : INFO : Epoch 1893 | loss: 0.0311236 | val_loss: 0.0311557 | Time: 2761.17 ms
[2022-04-04 22:02:34 main:574] : INFO : Epoch 1894 | loss: 0.0311221 | val_loss: 0.0311637 | Time: 2707.9 ms
[2022-04-04 22:02:37 main:574] : INFO : Epoch 1895 | loss: 0.0311227 | val_loss: 0.0311606 | Time: 2774.35 ms
[2022-04-04 22:02:40 main:574] : INFO : Epoch 1896 | loss: 0.0311231 | val_loss: 0.0311586 | Time: 2731.74 ms
[2022-04-04 22:02:42 main:574] : INFO : Epoch 1897 | loss: 0.031121 | val_loss: 0.0311594 | Time: 2794.54 ms
[2022-04-04 22:02:45 main:574] : INFO : Epoch 1898 | loss: 0.0311216 | val_loss: 0.0311578 | Time: 2769.78 ms
[2022-04-04 22:02:48 main:574] : INFO : Epoch 1899 | loss: 0.0311219 | val_loss: 0.0311641 | Time: 2774.38 ms
[2022-04-04 22:02:51 main:574] : INFO : Epoch 1900 | loss: 0.0311213 | val_loss: 0.0311608 | Time: 2770.6 ms
[2022-04-04 22:02:54 main:574] : INFO : Epoch 1901 | loss: 0.0311217 | val_loss: 0.0311563 | Time: 2767.28 ms
[2022-04-04 22:02:56 main:574] : INFO : Epoch 1902 | loss: 0.0311203 | val_loss: 0.031162 | Time: 2732.6 ms
[2022-04-04 22:02:59 main:574] : INFO : Epoch 1903 | loss: 0.0311185 | val_loss: 0.0311603 | Time: 2723.75 ms
[2022-04-04 22:03:02 main:574] : INFO : Epoch 1904 | loss: 0.0311199 | val_loss: 0.031162 | Time: 2748.89 ms
[2022-04-04 22:03:05 main:574] : INFO : Epoch 1905 | loss: 0.0311182 | val_loss: 0.0311611 | Time: 2846.87 ms
[2022-04-04 22:03:07 main:574] : INFO : Epoch 1906 | loss: 0.0311162 | val_loss: 0.031161 | Time: 2845.56 ms
[2022-04-04 22:03:10 main:574] : INFO : Epoch 1907 | loss: 0.0311151 | val_loss: 0.0311638 | Time: 2909.17 ms
[2022-04-04 22:03:13 main:574] : INFO : Epoch 1908 | loss: 0.0311159 | val_loss: 0.0311644 | Time: 2865.19 ms
[2022-04-04 22:03:16 main:574] : INFO : Epoch 1909 | loss: 0.0311151 | val_loss: 0.0311623 | Time: 2853.72 ms
[2022-04-04 22:03:19 main:574] : INFO : Epoch 1910 | loss: 0.0311176 | val_loss: 0.031161 | Time: 2898.11 ms
[2022-04-04 22:03:22 main:574] : INFO : Epoch 1911 | loss: 0.0311148 | val_loss: 0.0311631 | Time: 2924.87 ms
[2022-04-04 22:03:25 main:574] : INFO : Epoch 1912 | loss: 0.0311145 | val_loss: 0.0311608 | Time: 2848.54 ms
[2022-04-04 22:03:28 main:574] : INFO : Epoch 1913 | loss: 0.031117 | val_loss: 0.0311612 | Time: 2868.58 ms
[2022-04-04 22:03:31 main:574] : INFO : Epoch 1914 | loss: 0.0311144 | val_loss: 0.0311626 | Time: 2866.49 ms
[2022-04-04 22:03:33 main:574] : INFO : Epoch 1915 | loss: 0.0311165 | val_loss: 0.0311588 | Time: 2909.44 ms
[2022-04-04 22:03:36 main:574] : INFO : Epoch 1916 | loss: 0.0311196 | val_loss: 0.0311582 | Time: 2892.91 ms
[2022-04-04 22:03:39 main:574] : INFO : Epoch 1917 | loss: 0.031119 | val_loss: 0.0311653 | Time: 2860.13 ms
[2022-04-04 22:03:42 main:574] : INFO : Epoch 1918 | loss: 0.0311153 | val_loss: 0.0311587 | Time: 2880.08 ms
[2022-04-04 22:03:45 main:574] : INFO : Epoch 1919 | loss: 0.0311132 | val_loss: 0.0311628 | Time: 2916.5 ms
[2022-04-04 22:03:48 main:574] : INFO : Epoch 1920 | loss: 0.0311124 | val_loss: 0.0311678 | Time: 2926.99 ms
[2022-04-04 22:03:51 main:574] : INFO : Epoch 1921 | loss: 0.0311127 | val_loss: 0.0311608 | Time: 2922.21 ms
[2022-04-04 22:03:54 main:574] : INFO : Epoch 1922 | loss: 0.0311129 | val_loss: 0.031158 | Time: 2858.37 ms
[2022-04-04 22:03:57 main:574] : INFO : Epoch 1923 | loss: 0.0311119 | val_loss: 0.0311647 | Time: 2813.42 ms
[2022-04-04 22:03:59 main:574] : INFO : Epoch 1924 | loss: 0.031113 | val_loss: 0.0311594 | Time: 2857.71 ms
[2022-04-04 22:04:02 main:574] : INFO : Epoch 1925 | loss: 0.0311132 | val_loss: 0.0311622 | Time: 2956.11 ms
[2022-04-04 22:04:05 main:574] : INFO : Epoch 1926 | loss: 0.0311139 | val_loss: 0.0311614 | Time: 2895.63 ms
[2022-04-04 22:04:08 main:574] : INFO : Epoch 1927 | loss: 0.0311143 | val_loss: 0.0311608 | Time: 2870.1 ms
[2022-04-04 22:04:11 main:574] : INFO : Epoch 1928 | loss: 0.031114 | val_loss: 0.0311646 | Time: 2887.84 ms
[2022-04-04 22:04:14 main:574] : INFO : Epoch 1929 | loss: 0.0311178 | val_loss: 0.0311665 | Time: 2894.47 ms
[2022-04-04 22:04:17 main:574] : INFO : Epoch 1930 | loss: 0.0311189 | val_loss: 0.0311677 | Time: 2897.83 ms
[2022-04-04 22:04:20 main:574] : INFO : Epoch 1931 | loss: 0.0311229 | val_loss: 0.0311603 | Time: 2993.08 ms
[2022-04-04 22:04:23 main:574] : INFO : Epoch 1932 | loss: 0.0311192 | val_loss: 0.0311618 | Time: 2832.9 ms
[2022-04-04 22:04:25 main:574] : INFO : Epoch 1933 | loss: 0.0311155 | val_loss: 0.0311569 | Time: 2825.51 ms
[2022-04-04 22:04:28 main:574] : INFO : Epoch 1934 | loss: 0.031115 | val_loss: 0.0311716 | Time: 2835.78 ms
[2022-04-04 22:04:31 main:574] : INFO : Epoch 1935 | loss: 0.0311166 | val_loss: 0.0311695 | Time: 2871.28 ms
[2022-04-04 22:04:34 main:574] : INFO : Epoch 1936 | loss: 0.0311175 | val_loss: 0.031169 | Time: 2892.09 ms
[2022-04-04 22:04:37 main:574] : INFO : Epoch 1937 | loss: 0.0311159 | val_loss: 0.0311617 | Time: 2833.67 ms
[2022-04-04 22:04:40 main:574] : INFO : Epoch 1938 | loss: 0.0311175 | val_loss: 0.03116 | Time: 2886.64 ms
[2022-04-04 22:04:43 main:574] : INFO : Epoch 1939 | loss: 0.0311174 | val_loss: 0.031167 | Time: 2906.74 ms
[2022-04-04 22:04:46 main:574] : INFO : Epoch 1940 | loss: 0.0311183 | val_loss: 0.0311593 | Time: 2882.05 ms
[2022-04-04 22:04:48 main:574] : INFO : Epoch 1941 | loss: 0.031125 | val_loss: 0.031161 | Time: 2812.9 ms
[2022-04-04 22:04:51 main:574] : INFO : Epoch 1942 | loss: 0.0311214 | val_loss: 0.0311625 | Time: 2818.95 ms
[2022-04-04 22:04:54 main:574] : INFO : Epoch 1943 | loss: 0.0311198 | val_loss: 0.0311609 | Time: 2829.26 ms
[2022-04-04 22:04:57 main:574] : INFO : Epoch 1944 | loss: 0.031119 | val_loss: 0.0311592 | Time: 2913.05 ms
[2022-04-04 22:05:00 main:574] : INFO : Epoch 1945 | loss: 0.0311193 | val_loss: 0.0311638 | Time: 2913.78 ms
[2022-04-04 22:05:03 main:574] : INFO : Epoch 1946 | loss: 0.0311155 | val_loss: 0.0311614 | Time: 2849.47 ms
[2022-04-04 22:05:06 main:574] : INFO : Epoch 1947 | loss: 0.0311154 | val_loss: 0.0311701 | Time: 2880.13 ms
[2022-04-04 22:05:09 main:574] : INFO : Epoch 1948 | loss: 0.031114 | val_loss: 0.031166 | Time: 2907.08 ms
[2022-04-04 22:05:11 main:574] : INFO : Epoch 1949 | loss: 0.0311135 | val_loss: 0.0311589 | Time: 2858.94 ms
[2022-04-04 22:05:14 main:574] : INFO : Epoch 1950 | loss: 0.0311127 | val_loss: 0.0311602 | Time: 2801.77 ms
[2022-04-04 22:05:17 main:574] : INFO : Epoch 1951 | loss: 0.0311159 | val_loss: 0.0311582 | Time: 2791.17 ms
[2022-04-04 22:05:20 main:574] : INFO : Epoch 1952 | loss: 0.0311158 | val_loss: 0.0311608 | Time: 2753.76 ms
[2022-04-04 22:05:23 main:574] : INFO : Epoch 1953 | loss: 0.0311142 | val_loss: 0.0311621 | Time: 2772.58 ms
[2022-04-04 22:05:25 main:574] : INFO : Epoch 1954 | loss: 0.0311165 | val_loss: 0.0311577 | Time: 2856.06 ms
[2022-04-04 22:05:28 main:574] : INFO : Epoch 1955 | loss: 0.0311187 | val_loss: 0.0311574 | Time: 2865.86 ms
[2022-04-04 22:05:31 main:574] : INFO : Epoch 1956 | loss: 0.0311165 | val_loss: 0.0311579 | Time: 2818.14 ms
[2022-04-04 22:05:34 main:574] : INFO : Epoch 1957 | loss: 0.0311165 | val_loss: 0.0311622 | Time: 2858.68 ms
[2022-04-04 22:05:37 main:574] : INFO : Epoch 1958 | loss: 0.0311172 | val_loss: 0.0311643 | Time: 2824.02 ms
[2022-04-04 22:05:40 main:574] : INFO : Epoch 1959 | loss: 0.0311168 | val_loss: 0.0311761 | Time: 2807.05 ms
[2022-04-04 22:05:42 main:574] : INFO : Epoch 1960 | loss: 0.0311191 | val_loss: 0.0311593 | Time: 2856.88 ms
[2022-04-04 22:05:45 main:574] : INFO : Epoch 1961 | loss: 0.0311177 | val_loss: 0.0311678 | Time: 2793.13 ms
[2022-04-04 22:05:48 main:574] : INFO : Epoch 1962 | loss: 0.0311172 | val_loss: 0.0311594 | Time: 2733.65 ms
[2022-04-04 22:05:51 main:574] : INFO : Epoch 1963 | loss: 0.031116 | val_loss: 0.0311625 | Time: 2850.51 ms
[2022-04-04 22:05:54 main:574] : INFO : Epoch 1964 | loss: 0.0311185 | val_loss: 0.0311701 | Time: 2865.44 ms
[2022-04-04 22:05:57 main:574] : INFO : Epoch 1965 | loss: 0.0311157 | val_loss: 0.0311657 | Time: 2831.44 ms
[2022-04-04 22:05:59 main:574] : INFO : Epoch 1966 | loss: 0.0311208 | val_loss: 0.0311581 | Time: 2860.55 ms
[2022-04-04 22:06:02 main:574] : INFO : Epoch 1967 | loss: 0.0311312 | val_loss: 0.0311596 | Time: 2889.81 ms
[2022-04-04 22:06:05 main:574] : INFO : Epoch 1968 | loss: 0.0311317 | val_loss: 0.0311602 | Time: 2841.72 ms
[2022-04-04 22:06:08 main:574] : INFO : Epoch 1969 | loss: 0.0311272 | val_loss: 0.031157 | Time: 2921.17 ms
[2022-04-04 22:06:11 main:574] : INFO : Epoch 1970 | loss: 0.0311253 | val_loss: 0.0311621 | Time: 2822.73 ms
[2022-04-04 22:06:14 main:574] : INFO : Epoch 1971 | loss: 0.0311226 | val_loss: 0.0311544 | Time: 2766.32 ms
[2022-04-04 22:06:16 main:574] : INFO : Epoch 1972 | loss: 0.0311232 | val_loss: 0.0311615 | Time: 2788.1 ms
[2022-04-04 22:06:19 main:574] : INFO : Epoch 1973 | loss: 0.0311196 | val_loss: 0.0311566 | Time: 2808.89 ms
[2022-04-04 22:06:22 main:574] : INFO : Epoch 1974 | loss: 0.0311177 | val_loss: 0.031165 | Time: 2857.81 ms
[2022-04-04 22:06:25 main:574] : INFO : Epoch 1975 | loss: 0.0311162 | val_loss: 0.0311649 | Time: 2841.49 ms
[2022-04-04 22:06:28 main:574] : INFO : Epoch 1976 | loss: 0.0311156 | val_loss: 0.0311646 | Time: 2871.71 ms
[2022-04-04 22:06:31 main:574] : INFO : Epoch 1977 | loss: 0.0311153 | val_loss: 0.0311587 | Time: 2870.37 ms
[2022-04-04 22:06:33 main:574] : INFO : Epoch 1978 | loss: 0.0311174 | val_loss: 0.0311662 | Time: 2752.03 ms
[2022-04-04 22:06:36 main:574] : INFO : Epoch 1979 | loss: 0.0311169 | val_loss: 0.0311626 | Time: 2722.49 ms
[2022-04-04 22:06:39 main:574] : INFO : Epoch 1980 | loss: 0.0311188 | val_loss: 0.031158 | Time: 2675.86 ms
[2022-04-04 22:06:42 main:574] : INFO : Epoch 1981 | loss: 0.0311173 | val_loss: 0.0311561 | Time: 2674.57 ms
[2022-04-04 22:06:44 main:574] : INFO : Epoch 1982 | loss: 0.031121 | val_loss: 0.0311607 | Time: 2730.99 ms
[2022-04-04 22:06:47 main:574] : INFO : Epoch 1983 | loss: 0.0311203 | val_loss: 0.0311614 | Time: 2712.74 ms
[2022-04-04 22:06:50 main:574] : INFO : Epoch 1984 | loss: 0.0311185 | val_loss: 0.0311586 | Time: 2714.31 ms
[2022-04-04 22:06:52 main:574] : INFO : Epoch 1985 | loss: 0.0311178 | val_loss: 0.0311628 | Time: 2740.53 ms
[2022-04-04 22:06:55 main:574] : INFO : Epoch 1986 | loss: 0.0311161 | val_loss: 0.0311638 | Time: 2729.02 ms
[2022-04-04 22:06:58 main:574] : INFO : Epoch 1987 | loss: 0.0311175 | val_loss: 0.0311561 | Time: 2761.62 ms
[2022-04-04 22:07:01 main:574] : INFO : Epoch 1988 | loss: 0.0311256 | val_loss: 0.0311615 | Time: 2814.57 ms
[2022-04-04 22:07:03 main:574] : INFO : Epoch 1989 | loss: 0.031139 | val_loss: 0.0311642 | Time: 2716.74 ms
[2022-04-04 22:07:06 main:574] : INFO : Epoch 1990 | loss: 0.0311359 | val_loss: 0.0311602 | Time: 2716.78 ms
[2022-04-04 22:07:09 main:574] : INFO : Epoch 1991 | loss: 0.0311324 | val_loss: 0.0311563 | Time: 2712.05 ms
[2022-04-04 22:07:12 main:574] : INFO : Epoch 1992 | loss: 0.0311318 | val_loss: 0.0311697 | Time: 2686.79 ms
[2022-04-04 22:07:14 main:574] : INFO : Epoch 1993 | loss: 0.0311323 | val_loss: 0.0311568 | Time: 2734.59 ms
[2022-04-04 22:07:17 main:574] : INFO : Epoch 1994 | loss: 0.0311303 | val_loss: 0.0311612 | Time: 2780.14 ms
[2022-04-04 22:07:20 main:574] : INFO : Epoch 1995 | loss: 0.0311286 | val_loss: 0.0311633 | Time: 2739.66 ms
[2022-04-04 22:07:23 main:574] : INFO : Epoch 1996 | loss: 0.0311263 | val_loss: 0.0311581 | Time: 2798.76 ms
[2022-04-04 22:07:25 main:574] : INFO : Epoch 1997 | loss: 0.0311263 | val_loss: 0.0311643 | Time: 2760.16 ms
[2022-04-04 22:07:28 main:574] : INFO : Epoch 1998 | loss: 0.0311246 | val_loss: 0.0311626 | Time: 2696.51 ms
[2022-04-04 22:07:31 main:574] : INFO : Epoch 1999 | loss: 0.0311239 | val_loss: 0.0311633 | Time: 2768.25 ms
[2022-04-04 22:07:34 main:574] : INFO : Epoch 2000 | loss: 0.0311229 | val_loss: 0.0311601 | Time: 2774.35 ms
[2022-04-04 22:07:36 main:574] : INFO : Epoch 2001 | loss: 0.0311257 | val_loss: 0.0311597 | Time: 2711.86 ms
[2022-04-04 22:07:39 main:574] : INFO : Epoch 2002 | loss: 0.0311233 | val_loss: 0.0311594 | Time: 2747.8 ms
[2022-04-04 22:07:42 main:574] : INFO : Epoch 2003 | loss: 0.0311216 | val_loss: 0.0311633 | Time: 2799.73 ms
[2022-04-04 22:07:45 main:574] : INFO : Epoch 2004 | loss: 0.0311199 | val_loss: 0.0311584 | Time: 2757.85 ms
[2022-04-04 22:07:47 main:574] : INFO : Epoch 2005 | loss: 0.03112 | val_loss: 0.0311608 | Time: 2760.27 ms
[2022-04-04 22:07:50 main:574] : INFO : Epoch 2006 | loss: 0.0311236 | val_loss: 0.0311617 | Time: 2765.93 ms
[2022-04-04 22:07:53 main:574] : INFO : Epoch 2007 | loss: 0.0311279 | val_loss: 0.0311585 | Time: 2739.96 ms
[2022-04-04 22:07:56 main:574] : INFO : Epoch 2008 | loss: 0.0311243 | val_loss: 0.0311611 | Time: 2764.33 ms
[2022-04-04 22:07:58 main:574] : INFO : Epoch 2009 | loss: 0.0311216 | val_loss: 0.0311589 | Time: 2685.87 ms
[2022-04-04 22:08:01 main:574] : INFO : Epoch 2010 | loss: 0.0311216 | val_loss: 0.031164 | Time: 2656.78 ms
[2022-04-04 22:08:04 main:574] : INFO : Epoch 2011 | loss: 0.0311226 | val_loss: 0.0311545 | Time: 2708.06 ms
[2022-04-04 22:08:06 main:574] : INFO : Epoch 2012 | loss: 0.0311244 | val_loss: 0.0311614 | Time: 2609.13 ms
[2022-04-04 22:08:09 main:574] : INFO : Epoch 2013 | loss: 0.0311229 | val_loss: 0.0311601 | Time: 2770.03 ms
[2022-04-04 22:08:12 main:574] : INFO : Epoch 2014 | loss: 0.0311229 | val_loss: 0.0311574 | Time: 2759 ms
[2022-04-04 22:08:15 main:574] : INFO : Epoch 2015 | loss: 0.0311232 | val_loss: 0.031161 | Time: 2728.91 ms
[2022-04-04 22:08:17 main:574] : INFO : Epoch 2016 | loss: 0.0311233 | val_loss: 0.0311561 | Time: 2718.52 ms
[2022-04-04 22:08:20 main:574] : INFO : Epoch 2017 | loss: 0.0311224 | val_loss: 0.0311653 | Time: 2779.82 ms
[2022-04-04 22:08:23 main:574] : INFO : Epoch 2018 | loss: 0.0311224 | val_loss: 0.0311604 | Time: 2747.22 ms
[2022-04-04 22:08:26 main:574] : INFO : Epoch 2019 | loss: 0.0311241 | val_loss: 0.0311605 | Time: 2648 ms
[2022-04-04 22:08:28 main:574] : INFO : Epoch 2020 | loss: 0.0311243 | val_loss: 0.0311632 | Time: 2662.69 ms
[2022-04-04 22:08:31 main:574] : INFO : Epoch 2021 | loss: 0.0311197 | val_loss: 0.0311582 | Time: 2682.5 ms
[2022-04-04 22:08:34 main:574] : INFO : Epoch 2022 | loss: 0.0311221 | val_loss: 0.0311526 | Time: 2749.02 ms
[2022-04-04 22:08:36 main:574] : INFO : Epoch 2023 | loss: 0.0311209 | val_loss: 0.03116 | Time: 2795.39 ms
[2022-04-04 22:08:39 main:574] : INFO : Epoch 2024 | loss: 0.0311224 | val_loss: 0.0311584 | Time: 2753.02 ms
[2022-04-04 22:08:42 main:574] : INFO : Epoch 2025 | loss: 0.0311212 | val_loss: 0.0311617 | Time: 2762.49 ms
[2022-04-04 22:08:45 main:574] : INFO : Epoch 2026 | loss: 0.0311219 | val_loss: 0.0311558 | Time: 2758.43 ms
[2022-04-04 22:08:47 main:574] : INFO : Epoch 2027 | loss: 0.0311217 | val_loss: 0.0311592 | Time: 2718.43 ms
[2022-04-04 22:08:50 main:574] : INFO : Epoch 2028 | loss: 0.031122 | val_loss: 0.0311561 | Time: 2737.6 ms
[2022-04-04 22:08:53 main:574] : INFO : Epoch 2029 | loss: 0.0311197 | val_loss: 0.0311572 | Time: 2652.13 ms
[2022-04-04 22:08:56 main:574] : INFO : Epoch 2030 | loss: 0.0311234 | val_loss: 0.0311591 | Time: 2636.12 ms
[2022-04-04 22:08:58 main:574] : INFO : Epoch 2031 | loss: 0.0311202 | val_loss: 0.0311575 | Time: 2721.11 ms
[2022-04-04 22:09:01 main:574] : INFO : Epoch 2032 | loss: 0.0311187 | val_loss: 0.0311575 | Time: 2717.21 ms
[2022-04-04 22:09:04 main:574] : INFO : Epoch 2033 | loss: 0.0311194 | val_loss: 0.0311597 | Time: 2693.1 ms
[2022-04-04 22:09:06 main:574] : INFO : Epoch 2034 | loss: 0.0311223 | val_loss: 0.031159 | Time: 2748.14 ms
[2022-04-04 22:09:09 main:574] : INFO : Epoch 2035 | loss: 0.031121 | val_loss: 0.03116 | Time: 2790.53 ms
[2022-04-04 22:09:12 main:574] : INFO : Epoch 2036 | loss: 0.0311269 | val_loss: 0.0311632 | Time: 2712.11 ms
[2022-04-04 22:09:14 main:574] : INFO : Epoch 2037 | loss: 0.0311252 | val_loss: 0.031162 | Time: 2506.5 ms
[2022-04-04 22:09:17 main:574] : INFO : Epoch 2038 | loss: 0.0311233 | val_loss: 0.0311635 | Time: 2402.97 ms
[2022-04-04 22:09:19 main:574] : INFO : Epoch 2039 | loss: 0.0311218 | val_loss: 0.0311528 | Time: 2343.26 ms
[2022-04-04 22:09:21 main:574] : INFO : Epoch 2040 | loss: 0.031122 | val_loss: 0.0311586 | Time: 2305.14 ms
[2022-04-04 22:09:24 main:574] : INFO : Epoch 2041 | loss: 0.0311235 | val_loss: 0.0311565 | Time: 2391.35 ms
[2022-04-04 22:09:26 main:574] : INFO : Epoch 2042 | loss: 0.0311255 | val_loss: 0.0311605 | Time: 2390.55 ms
[2022-04-04 22:09:29 main:574] : INFO : Epoch 2043 | loss: 0.0311229 | val_loss: 0.0311622 | Time: 2366.19 ms
[2022-04-04 22:09:31 main:574] : INFO : Epoch 2044 | loss: 0.0311216 | val_loss: 0.0311635 | Time: 2349.4 ms
[2022-04-04 22:09:33 main:574] : INFO : Epoch 2045 | loss: 0.0311225 | val_loss: 0.031162 | Time: 2338.67 ms
[2022-04-04 22:09:36 main:574] : INFO : Epoch 2046 | loss: 0.0311254 | val_loss: 0.0311606 | Time: 2368.94 ms
[2022-04-04 22:09:38 main:574] : INFO : Epoch 2047 | loss: 0.0311268 | val_loss: 0.0311615 | Time: 2351.77 ms
[2022-04-04 22:09:40 main:574] : INFO : Epoch 2048 | loss: 0.0311371 | val_loss: 0.0311593 | Time: 2342.02 ms
[2022-04-04 22:09:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311593
[2022-04-04 22:09:40 main:603] : INFO : Saving end state to config to file
[2022-04-04 22:09:40 main:608] : INFO : Success, exiting..
22:09:40 (4664): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)