Task 14549147
| Name | ParityModified-1647047514-26893-3-0_0 |
| Workunit | 11575181 |
| Created | 8 Apr 2022, 6:56:24 UTC |
| Sent | 10 Apr 2022, 10:24:21 UTC |
| Report deadline | 18 Apr 2022, 10:24:21 UTC |
| Received | 10 Apr 2022, 13:29:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 1 hours 28 min 34 sec |
| CPU time | 1 hours 5 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311238 | val_loss: 0.0311575 | Time: 2678.74 ms [2022-04-10 06:07:13 main:574] : INFO : Epoch 1543 | loss: 0.0311213 | val_loss: 0.0311637 | Time: 2599.04 ms [2022-04-10 06:07:15 main:574] : INFO : Epoch 1544 | loss: 0.0311215 | val_loss: 0.0311709 | Time: 2589.95 ms [2022-04-10 06:07:18 main:574] : INFO : Epoch 1545 | loss: 0.0311212 | val_loss: 0.0311622 | Time: 2704.27 ms [2022-04-10 06:07:21 main:574] : INFO : Epoch 1546 | loss: 0.0311199 | val_loss: 0.0311614 | Time: 2605.8 ms [2022-04-10 06:07:24 main:574] : INFO : Epoch 1547 | loss: 0.0311203 | val_loss: 0.0311584 | Time: 2885.57 ms [2022-04-10 06:07:26 main:574] : INFO : Epoch 1548 | loss: 0.031122 | val_loss: 0.0311614 | Time: 2449.65 ms [2022-04-10 06:07:28 main:574] : INFO : Epoch 1549 | loss: 0.031125 | val_loss: 0.0311654 | Time: 2341.23 ms [2022-04-10 06:07:31 main:574] : INFO : Epoch 1550 | loss: 0.0311222 | val_loss: 0.0311688 | Time: 2413.81 ms [2022-04-10 06:07:34 main:574] : INFO : Epoch 1551 | loss: 0.031123 | val_loss: 0.0311645 | Time: 2716.1 ms [2022-04-10 06:07:36 main:574] : INFO : Epoch 1552 | loss: 0.0311226 | val_loss: 0.0311621 | Time: 2519.39 ms [2022-04-10 06:07:38 main:574] : INFO : Epoch 1553 | loss: 0.0311264 | val_loss: 0.0311621 | Time: 2413.77 ms [2022-04-10 06:07:41 main:574] : INFO : Epoch 1554 | loss: 0.0311241 | val_loss: 0.0311611 | Time: 2361.69 ms [2022-04-10 06:07:43 main:574] : INFO : Epoch 1555 | loss: 0.031124 | val_loss: 0.0311619 | Time: 2415.74 ms [2022-04-10 06:07:46 main:574] : INFO : Epoch 1556 | loss: 0.0311207 | val_loss: 0.0311629 | Time: 2363.37 ms [2022-04-10 06:07:48 main:574] : INFO : Epoch 1557 | loss: 0.0311219 | val_loss: 0.0311585 | Time: 2500.15 ms [2022-04-10 06:07:51 main:574] : INFO : Epoch 1558 | loss: 0.0311225 | val_loss: 0.0311625 | Time: 2468.11 ms [2022-04-10 06:07:53 main:574] : INFO : Epoch 1559 | loss: 0.0311231 | val_loss: 0.0311615 | Time: 2390.79 ms [2022-04-10 06:07:55 main:574] : INFO : Epoch 1560 | loss: 0.0311242 | val_loss: 0.0311673 | Time: 2425.24 ms [2022-04-10 06:07:58 main:574] : INFO : Epoch 1561 | loss: 0.0311266 | val_loss: 0.0311612 | Time: 2414.51 ms [2022-04-10 06:08:00 main:574] : INFO : Epoch 1562 | loss: 0.0311295 | val_loss: 0.0311601 | Time: 2412.53 ms [2022-04-10 06:08:03 main:574] : INFO : Epoch 1563 | loss: 0.0311264 | val_loss: 0.0311596 | Time: 2448.84 ms [2022-04-10 06:08:05 main:574] : INFO : Epoch 1564 | loss: 0.0311254 | val_loss: 0.0311599 | Time: 2456.49 ms [2022-04-10 06:08:08 main:574] : INFO : Epoch 1565 | loss: 0.0311236 | val_loss: 0.0311584 | Time: 2495.97 ms [2022-04-10 06:08:10 main:574] : INFO : Epoch 1566 | loss: 0.0311219 | val_loss: 0.0311603 | Time: 2594.47 ms [2022-04-10 06:08:13 main:574] : INFO : Epoch 1567 | loss: 0.0311236 | val_loss: 0.0311647 | Time: 2538.84 ms [2022-04-10 06:08:16 main:574] : INFO : Epoch 1568 | loss: 0.0311238 | val_loss: 0.0311645 | Time: 2622.02 ms [2022-04-10 06:08:18 main:574] : INFO : Epoch 1569 | loss: 0.031121 | val_loss: 0.0311603 | Time: 2385.23 ms [2022-04-10 06:08:20 main:574] : INFO : Epoch 1570 | loss: 0.0311209 | val_loss: 0.0311637 | Time: 2329.6 ms [2022-04-10 06:08:23 main:574] : INFO : Epoch 1571 | loss: 0.0311211 | val_loss: 0.0311633 | Time: 2458.48 ms [2022-04-10 06:08:26 main:574] : INFO : Epoch 1572 | loss: 0.0311211 | val_loss: 0.0311697 | Time: 2778.11 ms [2022-04-10 06:08:28 main:574] : INFO : Epoch 1573 | loss: 0.031124 | val_loss: 0.0311703 | Time: 2461.27 ms [2022-04-10 06:08:31 main:574] : INFO : Epoch 1574 | loss: 0.0311274 | val_loss: 0.0311645 | Time: 2541.21 ms [2022-04-10 06:08:33 main:574] : INFO : Epoch 1575 | loss: 0.031128 | val_loss: 0.0311656 | Time: 2595.54 ms [2022-04-10 06:08:36 main:574] : INFO : Epoch 1576 | loss: 0.031131 | val_loss: 0.0311616 | Time: 2667.05 ms [2022-04-10 06:08:39 main:574] : INFO : Epoch 1577 | loss: 0.0311311 | val_loss: 0.0311663 | Time: 2629.19 ms [2022-04-10 06:08:41 main:574] : INFO : Epoch 1578 | loss: 0.0311292 | val_loss: 0.0311618 | Time: 2593.42 ms [2022-04-10 06:08:44 main:574] : INFO : Epoch 1579 | loss: 0.0311265 | val_loss: 0.0311577 | Time: 2780.97 ms [2022-04-10 06:08:47 main:574] : INFO : Epoch 1580 | loss: 0.0311246 | val_loss: 0.0311572 | Time: 2746.07 ms [2022-04-10 06:08:49 main:574] : INFO : Epoch 1581 | loss: 0.0311241 | val_loss: 0.0311571 | Time: 2678.85 ms [2022-04-10 06:08:52 main:574] : INFO : Epoch 1582 | loss: 0.0311214 | val_loss: 0.0311739 | Time: 2738.44 ms [2022-04-10 06:08:55 main:574] : INFO : Epoch 1583 | loss: 0.031125 | val_loss: 0.0311563 | Time: 2742.08 ms [2022-04-10 06:08:58 main:574] : INFO : Epoch 1584 | loss: 0.0311229 | val_loss: 0.031157 | Time: 2747.31 ms [2022-04-10 06:09:00 main:574] : INFO : Epoch 1585 | loss: 0.0311201 | val_loss: 0.0311599 | Time: 2634.54 ms [2022-04-10 06:09:03 main:574] : INFO : Epoch 1586 | loss: 0.0311224 | val_loss: 0.0311574 | Time: 3044.46 ms [2022-04-10 06:09:06 main:574] : INFO : Epoch 1587 | loss: 0.0311202 | val_loss: 0.0311655 | Time: 2794.54 ms [2022-04-10 06:09:09 main:574] : INFO : Epoch 1588 | loss: 0.0311239 | val_loss: 0.0311643 | Time: 2613.01 ms [2022-04-10 06:09:11 main:574] : INFO : Epoch 1589 | loss: 0.0311294 | val_loss: 0.0311614 | Time: 2540.71 ms [2022-04-10 06:09:14 main:574] : INFO : Epoch 1590 | loss: 0.0311284 | val_loss: 0.031167 | Time: 2646.91 ms [2022-04-10 06:09:17 main:574] : INFO : Epoch 1591 | loss: 0.0311296 | val_loss: 0.0311637 | Time: 2600.79 ms [2022-04-10 06:09:19 main:574] : INFO : Epoch 1592 | loss: 0.0311289 | val_loss: 0.0311638 | Time: 2528.43 ms [2022-04-10 06:09:22 main:574] : INFO : Epoch 1593 | loss: 0.0311294 | val_loss: 0.0311603 | Time: 2701.38 ms [2022-04-10 06:09:25 main:574] : INFO : Epoch 1594 | loss: 0.0311317 | val_loss: 0.0311599 | Time: 2657.7 ms [2022-04-10 06:09:27 main:574] : INFO : Epoch 1595 | loss: 0.0311302 | val_loss: 0.0311611 | Time: 2629.32 ms [2022-04-10 06:09:30 main:574] : INFO : Epoch 1596 | loss: 0.0311279 | val_loss: 0.031158 | Time: 2619.9 ms [2022-04-10 06:09:33 main:574] : INFO : Epoch 1597 | loss: 0.0311311 | val_loss: 0.031165 | Time: 2693.47 ms [2022-04-10 06:09:35 main:574] : INFO : Epoch 1598 | loss: 0.0311328 | val_loss: 0.0311643 | Time: 2661.2 ms [2022-04-10 06:09:38 main:574] : INFO : Epoch 1599 | loss: 0.0311317 | val_loss: 0.0311738 | Time: 2625.07 ms [2022-04-10 06:09:41 main:574] : INFO : Epoch 1600 | loss: 0.0311299 | val_loss: 0.0311649 | Time: 2587.57 ms [2022-04-10 06:09:43 main:574] : INFO : Epoch 1601 | loss: 0.0311314 | val_loss: 0.0311659 | Time: 2676.9 ms [2022-04-10 06:09:46 main:574] : INFO : Epoch 1602 | loss: 0.031131 | val_loss: 0.0311633 | Time: 2697.63 ms [2022-04-10 06:09:49 main:574] : INFO : Epoch 1603 | loss: 0.0311331 | val_loss: 0.0311593 | Time: 2798.92 ms [2022-04-10 06:09:52 main:574] : INFO : Epoch 1604 | loss: 0.0311327 | val_loss: 0.0311624 | Time: 2670.49 ms [2022-04-10 06:09:54 main:574] : INFO : Epoch 1605 | loss: 0.0311295 | val_loss: 0.0311629 | Time: 2752.81 ms [2022-04-10 06:09:57 main:574] : INFO : Epoch 1606 | loss: 0.0311315 | val_loss: 0.0311707 | Time: 2517.19 ms [2022-04-10 06:10:00 main:574] : INFO : Epoch 1607 | loss: 0.031129 | val_loss: 0.0311646 | Time: 2763.99 ms [2022-04-10 06:10:02 main:574] : INFO : Epoch 1608 | loss: 0.0311258 | val_loss: 0.0311626 | Time: 2678.98 ms [2022-04-10 06:10:05 main:574] : INFO : Epoch 1609 | loss: 0.0311238 | val_loss: 0.0311586 | Time: 2673.79 ms [2022-04-10 06:10:08 main:574] : INFO : Epoch 1610 | loss: 0.031123 | val_loss: 0.0311631 | Time: 2706.19 ms [2022-04-10 06:10:11 main:574] : INFO : Epoch 1611 | loss: 0.031126 | val_loss: 0.0311625 | Time: 2710.53 ms [2022-04-10 06:10:13 main:574] : INFO : Epoch 1612 | loss: 0.0311362 | val_loss: 0.0311591 | Time: 2804.48 ms [2022-04-10 06:10:16 main:574] : INFO : Epoch 1613 | loss: 0.0311346 | val_loss: 0.0311571 | Time: 2779.79 ms [2022-04-10 06:10:19 main:574] : INFO : Epoch 1614 | loss: 0.031128 | val_loss: 0.0311592 | Time: 2483.6 ms [2022-04-10 06:10:21 main:574] : INFO : Epoch 1615 | loss: 0.0311259 | val_loss: 0.0311616 | Time: 2633.34 ms [2022-04-10 06:10:24 main:574] : INFO : Epoch 1616 | loss: 0.0311263 | val_loss: 0.0311599 | Time: 2892.81 ms [2022-04-10 06:10:27 main:574] : INFO : Epoch 1617 | loss: 0.0311279 | val_loss: 0.0311555 | Time: 2511.14 ms [2022-04-10 06:10:29 main:574] : INFO : Epoch 1618 | loss: 0.0311288 | val_loss: 0.0311666 | Time: 2555.17 ms [2022-04-10 06:10:32 main:574] : INFO : Epoch 1619 | loss: 0.0311418 | val_loss: 0.0311641 | Time: 2662.53 ms [2022-04-10 06:10:35 main:574] : INFO : Epoch 1620 | loss: 0.0311451 | val_loss: 0.0311689 | Time: 2546.21 ms [2022-04-10 06:10:37 main:574] : INFO : Epoch 1621 | loss: 0.0311407 | val_loss: 0.0311662 | Time: 2725.69 ms [2022-04-10 06:10:40 main:574] : INFO : Epoch 1622 | loss: 0.0311357 | val_loss: 0.0311648 | Time: 2503.03 ms [2022-04-10 06:10:42 main:574] : INFO : Epoch 1623 | loss: 0.031133 | val_loss: 0.0311669 | Time: 2526.96 ms [2022-04-10 06:10:45 main:574] : INFO : Epoch 1624 | loss: 0.0311299 | val_loss: 0.0311609 | Time: 2770.13 ms [2022-04-10 06:10:48 main:574] : INFO : Epoch 1625 | loss: 0.0311284 | val_loss: 0.0311636 | Time: 2505.24 ms [2022-04-10 06:10:50 main:574] : INFO : Epoch 1626 | loss: 0.0311276 | val_loss: 0.0311572 | Time: 2639.08 ms [2022-04-10 06:10:53 main:574] : INFO : Epoch 1627 | loss: 0.0311275 | val_loss: 0.0311601 | Time: 2555.63 ms [2022-04-10 06:10:56 main:574] : INFO : Epoch 1628 | loss: 0.0311278 | val_loss: 0.0311609 | Time: 2535.04 ms [2022-04-10 06:10:58 main:574] : INFO : Epoch 1629 | loss: 0.0311262 | val_loss: 0.0311639 | Time: 2631.82 ms [2022-04-10 06:11:01 main:574] : INFO : Epoch 1630 | loss: 0.0311244 | val_loss: 0.0311608 | Time: 2574.93 ms [2022-04-10 06:11:03 main:574] : INFO : Epoch 1631 | loss: 0.0311226 | val_loss: 0.0311631 | Time: 2681.3 ms [2022-04-10 06:11:06 main:574] : INFO : Epoch 1632 | loss: 0.0311227 | val_loss: 0.031157 | Time: 2558.08 ms [2022-04-10 06:11:09 main:574] : INFO : Epoch 1633 | loss: 0.0311248 | val_loss: 0.0311646 | Time: 2610.37 ms [2022-04-10 06:11:11 main:574] : INFO : Epoch 1634 | loss: 0.0311238 | val_loss: 0.0311612 | Time: 2615.8 ms [2022-04-10 06:11:14 main:574] : INFO : Epoch 1635 | loss: 0.0311259 | val_loss: 0.0311599 | Time: 2632 ms [2022-04-10 06:11:16 main:574] : INFO : Epoch 1636 | loss: 0.0311286 | val_loss: 0.0311681 | Time: 2471.57 ms [2022-04-10 06:11:19 main:574] : INFO : Epoch 1637 | loss: 0.0311437 | val_loss: 0.0311701 | Time: 2516.96 ms [2022-04-10 06:11:22 main:574] : INFO : Epoch 1638 | loss: 0.0311323 | val_loss: 0.0311602 | Time: 2592.22 ms [2022-04-10 06:11:24 main:574] : INFO : Epoch 1639 | loss: 0.0311286 | val_loss: 0.0311606 | Time: 2549.6 ms [2022-04-10 06:11:27 main:574] : INFO : Epoch 1640 | loss: 0.0311256 | val_loss: 0.0311607 | Time: 2793.78 ms [2022-04-10 06:11:30 main:574] : INFO : Epoch 1641 | loss: 0.0311264 | val_loss: 0.0311579 | Time: 2753.69 ms [2022-04-10 06:11:32 main:574] : INFO : Epoch 1642 | loss: 0.0311309 | val_loss: 0.0311591 | Time: 2667.8 ms [2022-04-10 06:11:35 main:574] : INFO : Epoch 1643 | loss: 0.0311299 | val_loss: 0.0311608 | Time: 2659.37 ms [2022-04-10 06:11:38 main:574] : INFO : Epoch 1644 | loss: 0.0311266 | val_loss: 0.0311589 | Time: 2770.34 ms [2022-04-10 06:11:40 main:574] : INFO : Epoch 1645 | loss: 0.031127 | val_loss: 0.0311572 | Time: 2547.38 ms [2022-04-10 06:11:43 main:574] : INFO : Epoch 1646 | loss: 0.0311335 | val_loss: 0.0311618 | Time: 2690.57 ms [2022-04-10 06:11:46 main:574] : INFO : Epoch 1647 | loss: 0.0311292 | val_loss: 0.0311585 | Time: 2572.74 ms [2022-04-10 06:11:48 main:574] : INFO : Epoch 1648 | loss: 0.031126 | val_loss: 0.031158 | Time: 2765.2 ms [2022-04-10 06:11:51 main:574] : INFO : Epoch 1649 | loss: 0.0311242 | val_loss: 0.0311551 | Time: 2845.43 ms [2022-04-10 06:11:54 main:574] : INFO : Epoch 1650 | loss: 0.0311233 | val_loss: 0.0311558 | Time: 2963.8 ms [2022-04-10 06:11:57 main:574] : INFO : Epoch 1651 | loss: 0.0311316 | val_loss: 0.0311633 | Time: 2498.06 ms [2022-04-10 06:11:59 main:574] : INFO : Epoch 1652 | loss: 0.0311496 | val_loss: 0.0311581 | Time: 2589.36 ms [2022-04-10 06:12:02 main:574] : INFO : Epoch 1653 | loss: 0.0311468 | val_loss: 0.0311553 | Time: 2451.78 ms [2022-04-10 06:12:04 main:574] : INFO : Epoch 1654 | loss: 0.0311465 | val_loss: 0.0311565 | Time: 2451.01 ms [2022-04-10 06:12:07 main:574] : INFO : Epoch 1655 | loss: 0.031141 | val_loss: 0.031156 | Time: 2599.47 ms [2022-04-10 06:12:10 main:574] : INFO : Epoch 1656 | loss: 0.0311392 | val_loss: 0.0311585 | Time: 2609.95 ms [2022-04-10 06:12:12 main:574] : INFO : Epoch 1657 | loss: 0.0311373 | val_loss: 0.0311566 | Time: 2554.12 ms [2022-04-10 06:12:15 main:574] : INFO : Epoch 1658 | loss: 0.0311354 | val_loss: 0.0311556 | Time: 2543.78 ms [2022-04-10 06:12:17 main:574] : INFO : Epoch 1659 | loss: 0.0311331 | val_loss: 0.031153 | Time: 2531.76 ms [2022-04-10 06:12:20 main:574] : INFO : Epoch 1660 | loss: 0.0311332 | val_loss: 0.0311567 | Time: 2545.09 ms [2022-04-10 06:12:22 main:574] : INFO : Epoch 1661 | loss: 0.0311304 | val_loss: 0.031163 | Time: 2516.39 ms [2022-04-10 06:12:25 main:574] : INFO : Epoch 1662 | loss: 0.0311292 | val_loss: 0.0311597 | Time: 2681.49 ms [2022-04-10 06:12:28 main:574] : INFO : Epoch 1663 | loss: 0.0311301 | val_loss: 0.0311571 | Time: 2534.26 ms [2022-04-10 06:12:30 main:574] : INFO : Epoch 1664 | loss: 0.0311316 | val_loss: 0.0311607 | Time: 2588.59 ms [2022-04-10 06:12:33 main:574] : INFO : Epoch 1665 | loss: 0.0311302 | val_loss: 0.0311553 | Time: 2609.39 ms [2022-04-10 06:12:36 main:574] : INFO : Epoch 1666 | loss: 0.0311297 | val_loss: 0.0311587 | Time: 2664.17 ms [2022-04-10 06:12:38 main:574] : INFO : Epoch 1667 | loss: 0.0311286 | val_loss: 0.0311546 | Time: 2513.41 ms [2022-04-10 06:12:41 main:574] : INFO : Epoch 1668 | loss: 0.0311275 | val_loss: 0.0311597 | Time: 2550.29 ms [2022-04-10 06:12:43 main:574] : INFO : Epoch 1669 | loss: 0.0311292 | val_loss: 0.0311569 | Time: 2533.96 ms [2022-04-10 06:12:46 main:574] : INFO : Epoch 1670 | loss: 0.0311284 | val_loss: 0.0311553 | Time: 2650.23 ms [2022-04-10 06:12:48 main:574] : INFO : Epoch 1671 | loss: 0.0311301 | val_loss: 0.0311647 | Time: 2503.95 ms [2022-04-10 06:12:51 main:574] : INFO : Epoch 1672 | loss: 0.0311313 | val_loss: 0.0311689 | Time: 2594.24 ms [2022-04-10 06:12:54 main:574] : INFO : Epoch 1673 | loss: 0.0311331 | val_loss: 0.0311687 | Time: 2622.19 ms [2022-04-10 06:12:56 main:574] : INFO : Epoch 1674 | loss: 0.0311324 | val_loss: 0.0311666 | Time: 2543.86 ms [2022-04-10 06:12:59 main:574] : INFO : Epoch 1675 | loss: 0.0311286 | val_loss: 0.0311719 | Time: 2460.39 ms [2022-04-10 06:13:01 main:574] : INFO : Epoch 1676 | loss: 0.0311318 | val_loss: 0.0311711 | Time: 2727.31 ms [2022-04-10 06:13:04 main:574] : INFO : Epoch 1677 | loss: 0.0311317 | val_loss: 0.0311611 | Time: 2570.94 ms [2022-04-10 06:13:07 main:574] : INFO : Epoch 1678 | loss: 0.0311331 | val_loss: 0.0311605 | Time: 2563.14 ms [2022-04-10 06:13:09 main:574] : INFO : Epoch 1679 | loss: 0.0311311 | val_loss: 0.0311641 | Time: 2600.26 ms [2022-04-10 06:13:12 main:574] : INFO : Epoch 1680 | loss: 0.0311304 | val_loss: 0.0311652 | Time: 2570.73 ms [2022-04-10 06:13:14 main:574] : INFO : Epoch 1681 | loss: 0.0311284 | val_loss: 0.0311648 | Time: 2614.86 ms [2022-04-10 06:13:17 main:574] : INFO : Epoch 1682 | loss: 0.0311265 | val_loss: 0.031166 | Time: 2658.95 ms [2022-04-10 06:13:20 main:574] : INFO : Epoch 1683 | loss: 0.0311289 | val_loss: 0.0311631 | Time: 2463.38 ms [2022-04-10 06:13:22 main:574] : INFO : Epoch 1684 | loss: 0.0311306 | val_loss: 0.0311617 | Time: 2639.99 ms [2022-04-10 06:13:25 main:574] : INFO : Epoch 1685 | loss: 0.031132 | val_loss: 0.0311701 | Time: 2532.75 ms [2022-04-10 06:13:28 main:574] : INFO : Epoch 1686 | loss: 0.0311274 | val_loss: 0.0311598 | Time: 2740.04 ms [2022-04-10 06:13:30 main:574] : INFO : Epoch 1687 | loss: 0.031127 | val_loss: 0.0311614 | Time: 2574.61 ms [2022-04-10 06:13:33 main:574] : INFO : Epoch 1688 | loss: 0.0311306 | val_loss: 0.0311622 | Time: 2779.15 ms [2022-04-10 06:13:36 main:574] : INFO : Epoch 1689 | loss: 0.0311289 | val_loss: 0.0311638 | Time: 2741.94 ms [2022-04-10 06:13:39 main:574] : INFO : Epoch 1690 | loss: 0.0311262 | val_loss: 0.0311628 | Time: 2800.84 ms [2022-04-10 06:13:41 main:574] : INFO : Epoch 1691 | loss: 0.0311246 | val_loss: 0.0311693 | Time: 2588.14 ms [2022-04-10 06:13:44 main:574] : INFO : Epoch 1692 | loss: 0.0311231 | val_loss: 0.0311664 | Time: 2516.1 ms [2022-04-10 06:13:46 main:574] : INFO : Epoch 1693 | loss: 0.0311259 | val_loss: 0.0311605 | Time: 2500 ms [2022-04-10 06:13:49 main:574] : INFO : Epoch 1694 | loss: 0.031123 | val_loss: 0.0311688 | Time: 2504.12 ms [2022-04-10 06:13:51 main:574] : INFO : Epoch 1695 | loss: 0.0311213 | val_loss: 0.0311622 | Time: 2500.86 ms [2022-04-10 06:13:54 main:574] : INFO : Epoch 1696 | loss: 0.0311232 | val_loss: 0.0311627 | Time: 2448.13 ms [2022-04-10 06:13:56 main:574] : INFO : Epoch 1697 | loss: 0.0311235 | val_loss: 0.031163 | Time: 2702.58 ms [2022-04-10 06:13:59 main:574] : INFO : Epoch 1698 | loss: 0.0311237 | val_loss: 0.0311634 | Time: 2452.04 ms [2022-04-10 06:14:01 main:574] : INFO : Epoch 1699 | loss: 0.0311238 | val_loss: 0.0311619 | Time: 2619.1 ms [2022-04-10 06:14:04 main:574] : INFO : Epoch 1700 | loss: 0.0311226 | val_loss: 0.0311587 | Time: 2582.7 ms [2022-04-10 06:14:07 main:574] : INFO : Epoch 1701 | loss: 0.0311223 | val_loss: 0.0311645 | Time: 2561.13 ms [2022-04-10 06:14:09 main:574] : INFO : Epoch 1702 | loss: 0.0311222 | val_loss: 0.0311582 | Time: 2449.56 ms [2022-04-10 06:14:12 main:574] : INFO : Epoch 1703 | loss: 0.0311225 | val_loss: 0.0311592 | Time: 2500.64 ms [2022-04-10 06:14:14 main:574] : INFO : Epoch 1704 | loss: 0.0311222 | val_loss: 0.0311642 | Time: 2537.23 ms [2022-04-10 06:14:17 main:574] : INFO : Epoch 1705 | loss: 0.0311205 | val_loss: 0.0311573 | Time: 2553.2 ms [2022-04-10 06:14:19 main:574] : INFO : Epoch 1706 | loss: 0.0311199 | val_loss: 0.031167 | Time: 2435.27 ms [2022-04-10 06:14:22 main:574] : INFO : Epoch 1707 | loss: 0.0311192 | val_loss: 0.0311599 | Time: 2577.17 ms [2022-04-10 06:14:25 main:574] : INFO : Epoch 1708 | loss: 0.0311208 | val_loss: 0.0311659 | Time: 2769.93 ms [2022-04-10 06:14:27 main:574] : INFO : Epoch 1709 | loss: 0.0311194 | val_loss: 0.0311613 | Time: 2800.68 ms [2022-04-10 06:14:30 main:574] : INFO : Epoch 1710 | loss: 0.0311188 | val_loss: 0.0311583 | Time: 2525.68 ms [2022-04-10 06:14:33 main:574] : INFO : Epoch 1711 | loss: 0.0311211 | val_loss: 0.0311621 | Time: 2708.94 ms [2022-04-10 06:14:35 main:574] : INFO : Epoch 1712 | loss: 0.0311205 | val_loss: 0.0311601 | Time: 2781.09 ms [2022-04-10 06:14:38 main:574] : INFO : Epoch 1713 | loss: 0.0311177 | val_loss: 0.0311616 | Time: 2607.5 ms [2022-04-10 06:14:41 main:574] : INFO : Epoch 1714 | loss: 0.0311194 | val_loss: 0.0311584 | Time: 2682.13 ms [2022-04-10 06:14:43 main:574] : INFO : Epoch 1715 | loss: 0.0311157 | val_loss: 0.0311604 | Time: 2630.59 ms [2022-04-10 06:14:47 main:574] : INFO : Epoch 1716 | loss: 0.0311165 | val_loss: 0.0311618 | Time: 3363.32 ms [2022-04-10 06:14:50 main:574] : INFO : Epoch 1717 | loss: 0.031117 | val_loss: 0.0311579 | Time: 2866.42 ms [2022-04-10 06:14:52 main:574] : INFO : Epoch 1718 | loss: 0.0311167 | val_loss: 0.0311693 | Time: 2611.15 ms [2022-04-10 06:14:55 main:574] : INFO : Epoch 1719 | loss: 0.031124 | val_loss: 0.0311556 | Time: 2664.31 ms [2022-04-10 06:14:58 main:574] : INFO : Epoch 1720 | loss: 0.0311198 | val_loss: 0.0311591 | Time: 2596.25 ms [2022-04-10 06:15:00 main:574] : INFO : Epoch 1721 | loss: 0.0311243 | val_loss: 0.0311587 | Time: 2666.99 ms [2022-04-10 06:15:03 main:574] : INFO : Epoch 1722 | loss: 0.0311266 | val_loss: 0.0311602 | Time: 2795.83 ms [2022-04-10 06:15:06 main:574] : INFO : Epoch 1723 | loss: 0.031125 | val_loss: 0.0311539 | Time: 2725.28 ms [2022-04-10 06:15:09 main:574] : INFO : Epoch 1724 | loss: 0.0311252 | val_loss: 0.0311622 | Time: 2624.85 ms [2022-04-10 06:15:11 main:574] : INFO : Epoch 1725 | loss: 0.0311206 | val_loss: 0.0311639 | Time: 2904.28 ms [2022-04-10 06:15:14 main:574] : INFO : Epoch 1726 | loss: 0.0311206 | val_loss: 0.0311568 | Time: 2591.36 ms [2022-04-10 06:15:17 main:574] : INFO : Epoch 1727 | loss: 0.0311213 | val_loss: 0.031161 | Time: 2758.49 ms [2022-04-10 06:15:20 main:574] : INFO : Epoch 1728 | loss: 0.0311216 | val_loss: 0.031161 | Time: 2629.73 ms [2022-04-10 06:15:22 main:574] : INFO : Epoch 1729 | loss: 0.0311213 | val_loss: 0.0311557 | Time: 2626.47 ms [2022-04-10 06:15:25 main:574] : INFO : Epoch 1730 | loss: 0.031122 | val_loss: 0.0311591 | Time: 2650.16 ms [2022-04-10 06:15:28 main:574] : INFO : Epoch 1731 | loss: 0.0311235 | val_loss: 0.0311553 | Time: 2672.05 ms [2022-04-10 06:15:30 main:574] : INFO : Epoch 1732 | loss: 0.031122 | val_loss: 0.031151 | Time: 2556.25 ms [2022-04-10 06:15:33 main:574] : INFO : Epoch 1733 | loss: 0.0311211 | val_loss: 0.0311565 | Time: 2642.43 ms [2022-04-10 06:15:35 main:574] : INFO : Epoch 1734 | loss: 0.0311255 | val_loss: 0.0311574 | Time: 2676.96 ms [2022-04-10 06:15:38 main:574] : INFO : Epoch 1735 | loss: 0.0311275 | val_loss: 0.0311556 | Time: 2623.42 ms [2022-04-10 06:15:41 main:574] : INFO : Epoch 1736 | loss: 0.031124 | val_loss: 0.0311538 | Time: 2812.27 ms [2022-04-10 06:15:44 main:574] : INFO : Epoch 1737 | loss: 0.0311248 | val_loss: 0.0311679 | Time: 2846.57 ms [2022-04-10 06:15:47 main:574] : INFO : Epoch 1738 | loss: 0.0311232 | val_loss: 0.0311576 | Time: 2714.48 ms [2022-04-10 06:15:49 main:574] : INFO : Epoch 1739 | loss: 0.0311219 | val_loss: 0.0311567 | Time: 2600.96 ms [2022-04-10 06:15:52 main:574] : INFO : Epoch 1740 | loss: 0.0311211 | val_loss: 0.0311561 | Time: 2559.26 ms [2022-04-10 06:15:54 main:574] : INFO : Epoch 1741 | loss: 0.031122 | val_loss: 0.0311559 | Time: 2580.27 ms [2022-04-10 06:15:57 main:574] : INFO : Epoch 1742 | loss: 0.0311231 | val_loss: 0.0311582 | Time: 3008.43 ms [2022-04-10 06:16:00 main:574] : INFO : Epoch 1743 | loss: 0.0311207 | val_loss: 0.0311582 | Time: 2647.91 ms [2022-04-10 06:16:03 main:574] : INFO : Epoch 1744 | loss: 0.0311194 | val_loss: 0.0311636 | Time: 2925.59 ms [2022-04-10 06:16:06 main:574] : INFO : Epoch 1745 | loss: 0.0311193 | val_loss: 0.0311575 | Time: 2696.99 ms [2022-04-10 06:16:08 main:574] : INFO : Epoch 1746 | loss: 0.0311205 | val_loss: 0.0311592 | Time: 2684.07 ms [2022-04-10 06:16:11 main:574] : INFO : Epoch 1747 | loss: 0.0311229 | val_loss: 0.0311571 | Time: 2708.72 ms [2022-04-10 06:16:14 main:574] : INFO : Epoch 1748 | loss: 0.0311281 | val_loss: 0.0311592 | Time: 2735.91 ms [2022-04-10 06:16:17 main:574] : INFO : Epoch 1749 | loss: 0.031127 | val_loss: 0.0311562 | Time: 2710.33 ms [2022-04-10 06:16:19 main:574] : INFO : Epoch 1750 | loss: 0.0311275 | val_loss: 0.0311594 | Time: 2723.62 ms [2022-04-10 06:16:22 main:574] : INFO : Epoch 1751 | loss: 0.0311292 | val_loss: 0.0311583 | Time: 2665.81 ms [2022-04-10 06:16:25 main:574] : INFO : Epoch 1752 | loss: 0.03113 | val_loss: 0.0311641 | Time: 2796.52 ms [2022-04-10 06:16:28 main:574] : INFO : Epoch 1753 | loss: 0.0311313 | val_loss: 0.03116 | Time: 2925.02 ms [2022-04-10 06:16:31 main:574] : INFO : Epoch 1754 | loss: 0.0311328 | val_loss: 0.0311594 | Time: 2624.63 ms [2022-04-10 06:16:33 main:574] : INFO : Epoch 1755 | loss: 0.031129 | val_loss: 0.0311597 | Time: 2727.96 ms [2022-04-10 06:16:36 main:574] : INFO : Epoch 1756 | loss: 0.0311239 | val_loss: 0.0311537 | Time: 2768.68 ms [2022-04-10 06:16:39 main:574] : INFO : Epoch 1757 | loss: 0.0311225 | val_loss: 0.0311612 | Time: 2690.64 ms [2022-04-10 06:16:41 main:574] : INFO : Epoch 1758 | loss: 0.0311212 | val_loss: 0.0311579 | Time: 2597.98 ms [2022-04-10 06:16:44 main:574] : INFO : Epoch 1759 | loss: 0.0311213 | val_loss: 0.0311601 | Time: 2602.97 ms [2022-04-10 06:16:47 main:574] : INFO : Epoch 1760 | loss: 0.0311232 | val_loss: 0.0311638 | Time: 2846.9 ms [2022-04-10 06:16:50 main:574] : INFO : Epoch 1761 | loss: 0.0311225 | val_loss: 0.0311571 | Time: 2626.72 ms [2022-04-10 06:16:52 main:574] : INFO : Epoch 1762 | loss: 0.0311268 | val_loss: 0.0311599 | Time: 2675.52 ms [2022-04-10 06:16:55 main:574] : INFO : Epoch 1763 | loss: 0.0311256 | val_loss: 0.0311598 | Time: 2781.02 ms [2022-04-10 06:16:58 main:574] : INFO : Epoch 1764 | loss: 0.0311288 | val_loss: 0.0311596 | Time: 2544.93 ms [2022-04-10 06:17:01 main:574] : INFO : Epoch 1765 | loss: 0.0311234 | val_loss: 0.0311652 | Time: 2936.18 ms [2022-04-10 06:17:03 main:574] : INFO : Epoch 1766 | loss: 0.0311231 | val_loss: 0.0311601 | Time: 2627.59 ms [2022-04-10 06:17:06 main:574] : INFO : Epoch 1767 | loss: 0.0311239 | val_loss: 0.0311621 | Time: 2828.59 ms [2022-04-10 06:17:09 main:574] : INFO : Epoch 1768 | loss: 0.0311273 | val_loss: 0.0311591 | Time: 2467.89 ms [2022-04-10 06:17:11 main:574] : INFO : Epoch 1769 | loss: 0.0311314 | val_loss: 0.0311812 | Time: 2617.82 ms [2022-04-10 06:17:14 main:574] : INFO : Epoch 1770 | loss: 0.032508 | val_loss: 0.0316702 | Time: 2747.27 ms [2022-04-10 06:17:17 main:574] : INFO : Epoch 1771 | loss: 0.0316355 | val_loss: 0.0312764 | Time: 2688.84 ms [2022-04-10 06:17:19 main:574] : INFO : Epoch 1772 | loss: 0.0312364 | val_loss: 0.0311974 | Time: 2675.76 ms [2022-04-10 06:17:22 main:574] : INFO : Epoch 1773 | loss: 0.0311761 | val_loss: 0.0311699 | Time: 2606.06 ms [2022-04-10 06:17:25 main:574] : INFO : Epoch 1774 | loss: 0.0311549 | val_loss: 0.0311595 | Time: 2541.97 ms [2022-04-10 06:17:27 main:574] : INFO : Epoch 1775 | loss: 0.0311394 | val_loss: 0.0311609 | Time: 2563.68 ms [2022-04-10 06:17:30 main:574] : INFO : Epoch 1776 | loss: 0.0311294 | val_loss: 0.0311552 | Time: 2591.58 ms [2022-04-10 06:17:33 main:574] : INFO : Epoch 1777 | loss: 0.0311285 | val_loss: 0.0311574 | Time: 2703.45 ms [2022-04-10 06:17:35 main:574] : INFO : Epoch 1778 | loss: 0.0311282 | val_loss: 0.031159 | Time: 2681.26 ms [2022-04-10 06:17:38 main:574] : INFO : Epoch 1779 | loss: 0.0311255 | val_loss: 0.0311596 | Time: 2743.32 ms [2022-04-10 06:17:41 main:574] : INFO : Epoch 1780 | loss: 0.031124 | val_loss: 0.0311591 | Time: 2780.21 ms [2022-04-10 06:17:44 main:574] : INFO : Epoch 1781 | loss: 0.0311227 | val_loss: 0.0311587 | Time: 2712.96 ms [2022-04-10 06:17:46 main:574] : INFO : Epoch 1782 | loss: 0.0311214 | val_loss: 0.0311599 | Time: 2682.34 ms [2022-04-10 06:17:49 main:574] : INFO : Epoch 1783 | loss: 0.0311203 | val_loss: 0.0311603 | Time: 2673.71 ms [2022-04-10 06:17:52 main:574] : INFO : Epoch 1784 | loss: 0.0311223 | val_loss: 0.0311591 | Time: 2663.6 ms [2022-04-10 06:17:55 main:574] : INFO : Epoch 1785 | loss: 0.0311227 | val_loss: 0.0311586 | Time: 2819.52 ms [2022-04-10 06:17:57 main:574] : INFO : Epoch 1786 | loss: 0.0311212 | val_loss: 0.0311566 | Time: 2646.65 ms [2022-04-10 06:18:00 main:574] : INFO : Epoch 1787 | loss: 0.0311215 | val_loss: 0.0311626 | Time: 2794.59 ms [2022-04-10 06:18:03 main:574] : INFO : Epoch 1788 | loss: 0.0311215 | val_loss: 0.0311597 | Time: 2719.69 ms [2022-04-10 06:18:05 main:574] : INFO : Epoch 1789 | loss: 0.0311229 | val_loss: 0.031165 | Time: 2563.42 ms [2022-04-10 06:18:08 main:574] : INFO : Epoch 1790 | loss: 0.0311224 | val_loss: 0.0311573 | Time: 2870.52 ms [2022-04-10 06:18:11 main:574] : INFO : Epoch 1791 | loss: 0.0311204 | val_loss: 0.0311584 | Time: 2640.3 ms [2022-04-10 06:18:13 main:574] : INFO : Epoch 1792 | loss: 0.0311196 | val_loss: 0.0311606 | Time: 2598.37 ms [2022-04-10 06:18:16 main:574] : INFO : Epoch 1793 | loss: 0.031121 | val_loss: 0.0311554 | Time: 2708.35 ms [2022-04-10 06:18:19 main:574] : INFO : Epoch 1794 | loss: 0.031123 | val_loss: 0.031159 | Time: 2659.73 ms [2022-04-10 06:18:22 main:574] : INFO : Epoch 1795 | loss: 0.0311363 | val_loss: 0.0311581 | Time: 2727.08 ms [2022-04-10 06:18:24 main:574] : INFO : Epoch 1796 | loss: 0.0311368 | val_loss: 0.0311575 | Time: 2572.2 ms [2022-04-10 06:18:27 main:574] : INFO : Epoch 1797 | loss: 0.0311322 | val_loss: 0.031158 | Time: 2553.45 ms [2022-04-10 06:18:29 main:574] : INFO : Epoch 1798 | loss: 0.0311299 | val_loss: 0.0311567 | Time: 2607.41 ms [2022-04-10 06:18:32 main:574] : INFO : Epoch 1799 | loss: 0.031127 | val_loss: 0.0311575 | Time: 2924.44 ms [2022-04-10 06:18:35 main:574] : INFO : Epoch 1800 | loss: 0.0311278 | val_loss: 0.0311537 | Time: 2614.28 ms [2022-04-10 06:18:38 main:574] : INFO : Epoch 1801 | loss: 0.0311276 | val_loss: 0.0311588 | Time: 2649.25 ms [2022-04-10 06:18:40 main:574] : INFO : Epoch 1802 | loss: 0.0311289 | val_loss: 0.0311563 | Time: 2820.46 ms [2022-04-10 06:18:43 main:574] : INFO : Epoch 1803 | loss: 0.0311255 | val_loss: 0.031154 | Time: 2647.88 ms [2022-04-10 06:18:46 main:574] : INFO : Epoch 1804 | loss: 0.0311232 | val_loss: 0.031158 | Time: 2870.39 ms [2022-04-10 06:18:49 main:574] : INFO : Epoch 1805 | loss: 0.0311231 | val_loss: 0.0311612 | Time: 2630.49 ms [2022-04-10 06:18:51 main:574] : INFO : Epoch 1806 | loss: 0.0311234 | val_loss: 0.0311613 | Time: 2678.55 ms [2022-04-10 06:18:54 main:574] : INFO : Epoch 1807 | loss: 0.0311245 | val_loss: 0.0311607 | Time: 2733.85 ms [2022-04-10 06:18:57 main:574] : INFO : Epoch 1808 | loss: 0.0311247 | val_loss: 0.0311596 | Time: 2861.26 ms [2022-04-10 06:19:00 main:574] : INFO : Epoch 1809 | loss: 0.0311236 | val_loss: 0.0311608 | Time: 2751.57 ms [2022-04-10 06:19:03 main:574] : INFO : Epoch 1810 | loss: 0.0311239 | val_loss: 0.0311642 | Time: 2794.88 ms [2022-04-10 06:19:05 main:574] : INFO : Epoch 1811 | loss: 0.0311263 | val_loss: 0.0311555 | Time: 2631.62 ms [2022-04-10 06:19:08 main:574] : INFO : Epoch 1812 | loss: 0.0311231 | val_loss: 0.0311599 | Time: 2927.61 ms [2022-04-10 06:19:11 main:574] : INFO : Epoch 1813 | loss: 0.0311234 | val_loss: 0.031159 | Time: 2593.23 ms [2022-04-10 06:19:14 main:574] : INFO : Epoch 1814 | loss: 0.0311199 | val_loss: 0.0311576 | Time: 2617.1 ms [2022-04-10 06:19:16 main:574] : INFO : Epoch 1815 | loss: 0.0311197 | val_loss: 0.0311645 | Time: 2725.96 ms [2022-04-10 06:19:19 main:574] : INFO : Epoch 1816 | loss: 0.0311206 | val_loss: 0.0311576 | Time: 2644.83 ms [2022-04-10 06:19:21 main:574] : INFO : Epoch 1817 | loss: 0.0311194 | val_loss: 0.0311577 | Time: 2403.23 ms [2022-04-10 06:19:24 main:574] : INFO : Epoch 1818 | loss: 0.0311184 | val_loss: 0.0311587 | Time: 2577.07 ms [2022-04-10 06:19:26 main:574] : INFO : Epoch 1819 | loss: 0.0311192 | val_loss: 0.0311612 | Time: 2511.48 ms [2022-04-10 06:19:29 main:574] : INFO : Epoch 1820 | loss: 0.0311215 | val_loss: 0.0311611 | Time: 2696.78 ms [2022-04-10 06:19:32 main:574] : INFO : Epoch 1821 | loss: 0.0311217 | val_loss: 0.0311598 | Time: 2479.83 ms [2022-04-10 06:19:34 main:574] : INFO : Epoch 1822 | loss: 0.0311211 | val_loss: 0.0311581 | Time: 2693.65 ms [2022-04-10 06:19:37 main:574] : INFO : Epoch 1823 | loss: 0.0311206 | val_loss: 0.0311648 | Time: 2756.29 ms [2022-04-10 06:19:40 main:574] : INFO : Epoch 1824 | loss: 0.0311223 | val_loss: 0.0311616 | Time: 2819.74 ms [2022-04-10 06:19:43 main:574] : INFO : Epoch 1825 | loss: 0.0311212 | val_loss: 0.0311605 | Time: 2642.29 ms [2022-04-10 06:19:45 main:574] : INFO : Epoch 1826 | loss: 0.0311204 | val_loss: 0.0311632 | Time: 2767.33 ms [2022-04-10 06:19:48 main:574] : INFO : Epoch 1827 | loss: 0.0311201 | val_loss: 0.0311649 | Time: 2722.14 ms [2022-04-10 06:19:51 main:574] : INFO : Epoch 1828 | loss: 0.0311212 | val_loss: 0.0311602 | Time: 2664.01 ms [2022-04-10 06:19:54 main:574] : INFO : Epoch 1829 | loss: 0.0311267 | val_loss: 0.0311629 | Time: 2816.59 ms [2022-04-10 06:19:56 main:574] : INFO : Epoch 1830 | loss: 0.0311226 | val_loss: 0.0311666 | Time: 2687.55 ms [2022-04-10 06:19:59 main:574] : INFO : Epoch 1831 | loss: 0.03112 | val_loss: 0.0311644 | Time: 2645.78 ms [2022-04-10 06:20:02 main:574] : INFO : Epoch 1832 | loss: 0.0311186 | val_loss: 0.0311672 | Time: 2774.28 ms [2022-04-10 06:20:05 main:574] : INFO : Epoch 1833 | loss: 0.0311195 | val_loss: 0.0311694 | Time: 2668.29 ms [2022-04-10 06:20:07 main:574] : INFO : Epoch 1834 | loss: 0.0311211 | val_loss: 0.0311702 | Time: 2638.34 ms [2022-04-10 06:20:10 main:574] : INFO : Epoch 1835 | loss: 0.0311198 | val_loss: 0.031163 | Time: 2721.83 ms [2022-04-10 06:20:13 main:574] : INFO : Epoch 1836 | loss: 0.0311188 | val_loss: 0.0311713 | Time: 2725.75 ms [2022-04-10 06:20:16 main:574] : INFO : Epoch 1837 | loss: 0.031122 | val_loss: 0.0311579 | Time: 2858.81 ms [2022-04-10 06:20:18 main:574] : INFO : Epoch 1838 | loss: 0.0311215 | val_loss: 0.0311628 | Time: 2599.57 ms [2022-04-10 06:20:21 main:574] : INFO : Epoch 1839 | loss: 0.0311204 | val_loss: 0.0311617 | Time: 2528.21 ms [2022-04-10 06:20:23 main:574] : INFO : Epoch 1840 | loss: 0.0311187 | val_loss: 0.031162 | Time: 2463.24 ms [2022-04-10 06:20:26 main:574] : INFO : Epoch 1841 | loss: 0.0311166 | val_loss: 0.0311642 | Time: 2472.6 ms [2022-04-10 06:20:28 main:574] : INFO : Epoch 1842 | loss: 0.0311174 | val_loss: 0.0311606 | Time: 2523.5 ms [2022-04-10 06:20:31 main:574] : INFO : Epoch 1843 | loss: 0.0311189 | val_loss: 0.0311638 | Time: 2586.37 ms [2022-04-10 06:20:34 main:574] : INFO : Epoch 1844 | loss: 0.0311198 | val_loss: 0.0311693 | Time: 2596.77 ms [2022-04-10 06:20:36 main:574] : INFO : Epoch 1845 | loss: 0.0311203 | val_loss: 0.0311632 | Time: 2785.6 ms [2022-04-10 06:20:39 main:574] : INFO : Epoch 1846 | loss: 0.0311182 | val_loss: 0.0311639 | Time: 2570.76 ms [2022-04-10 06:20:42 main:574] : INFO : Epoch 1847 | loss: 0.0311174 | val_loss: 0.0311638 | Time: 2788.32 ms [2022-04-10 06:20:44 main:574] : INFO : Epoch 1848 | loss: 0.0311198 | val_loss: 0.0311644 | Time: 2769.24 ms [2022-04-10 06:20:47 main:574] : INFO : Epoch 1849 | loss: 0.0311195 | val_loss: 0.0311618 | Time: 2763.55 ms [2022-04-10 06:20:50 main:574] : INFO : Epoch 1850 | loss: 0.0311233 | val_loss: 0.031164 | Time: 2805.01 ms [2022-04-10 06:20:53 main:574] : INFO : Epoch 1851 | loss: 0.0311261 | val_loss: 0.0311613 | Time: 2635.12 ms [2022-04-10 06:20:55 main:574] : INFO : Epoch 1852 | loss: 0.0311247 | val_loss: 0.0311656 | Time: 2678.51 ms [2022-04-10 06:20:58 main:574] : INFO : Epoch 1853 | loss: 0.0311216 | val_loss: 0.0311646 | Time: 2463.14 ms [2022-04-10 06:21:01 main:574] : INFO : Epoch 1854 | loss: 0.0311199 | val_loss: 0.0311642 | Time: 2596.16 ms [2022-04-10 06:21:03 main:574] : INFO : Epoch 1855 | loss: 0.031119 | val_loss: 0.0311621 | Time: 2551.1 ms [2022-04-10 06:21:06 main:574] : INFO : Epoch 1856 | loss: 0.03112 | val_loss: 0.0311623 | Time: 2557.33 ms [2022-04-10 06:21:08 main:574] : INFO : Epoch 1857 | loss: 0.0311214 | val_loss: 0.0311641 | Time: 2736.71 ms [2022-04-10 06:21:11 main:574] : INFO : Epoch 1858 | loss: 0.0311199 | val_loss: 0.0311628 | Time: 2492.32 ms [2022-04-10 06:21:14 main:574] : INFO : Epoch 1859 | loss: 0.0311193 | val_loss: 0.0311646 | Time: 2613.05 ms [2022-04-10 06:21:16 main:574] : INFO : Epoch 1860 | loss: 0.0311186 | val_loss: 0.0311651 | Time: 2477.75 ms [2022-04-10 06:21:19 main:574] : INFO : Epoch 1861 | loss: 0.0311177 | val_loss: 0.031163 | Time: 2686.98 ms [2022-04-10 06:21:22 main:574] : INFO : Epoch 1862 | loss: 0.0311227 | val_loss: 0.03116 | Time: 2718.8 ms [2022-04-10 06:21:24 main:574] : INFO : Epoch 1863 | loss: 0.0311186 | val_loss: 0.0311632 | Time: 2652.99 ms [2022-04-10 06:21:27 main:574] : INFO : Epoch 1864 | loss: 0.0311172 | val_loss: 0.0311633 | Time: 2569.78 ms [2022-04-10 06:21:29 main:574] : INFO : Epoch 1865 | loss: 0.031117 | val_loss: 0.0311609 | Time: 2609.71 ms [2022-04-10 06:21:32 main:574] : INFO : Epoch 1866 | loss: 0.0311159 | val_loss: 0.0311684 | Time: 2791.64 ms [2022-04-10 06:21:35 main:574] : INFO : Epoch 1867 | loss: 0.0311126 | val_loss: 0.031166 | Time: 2651.79 ms [2022-04-10 06:21:38 main:574] : INFO : Epoch 1868 | loss: 0.0311124 | val_loss: 0.0311649 | Time: 2680.87 ms [2022-04-10 06:21:40 main:574] : INFO : Epoch 1869 | loss: 0.0311162 | val_loss: 0.0311612 | Time: 2589.9 ms [2022-04-10 06:21:43 main:574] : INFO : Epoch 1870 | loss: 0.0311169 | val_loss: 0.0311618 | Time: 2653.52 ms [2022-04-10 06:21:45 main:574] : INFO : Epoch 1871 | loss: 0.0311146 | val_loss: 0.0311638 | Time: 2559.28 ms [2022-04-10 06:21:48 main:574] : INFO : Epoch 1872 | loss: 0.0311142 | val_loss: 0.0311625 | Time: 2615.18 ms [2022-04-10 06:21:51 main:574] : INFO : Epoch 1873 | loss: 0.0311152 | val_loss: 0.0311629 | Time: 2510.65 ms [2022-04-10 06:21:53 main:574] : INFO : Epoch 1874 | loss: 0.0311135 | val_loss: 0.0311608 | Time: 2601.62 ms [2022-04-10 06:21:56 main:574] : INFO : Epoch 1875 | loss: 0.0311267 | val_loss: 0.0311632 | Time: 2719.55 ms [2022-04-10 06:21:59 main:574] : INFO : Epoch 1876 | loss: 0.0311375 | val_loss: 0.0311668 | Time: 2715.19 ms [2022-04-10 06:22:01 main:574] : INFO : Epoch 1877 | loss: 0.0311466 | val_loss: 0.031168 | Time: 2628.01 ms [2022-04-10 06:22:04 main:574] : INFO : Epoch 1878 | loss: 0.0311449 | val_loss: 0.0311596 | Time: 2468.92 ms [2022-04-10 06:22:06 main:574] : INFO : Epoch 1879 | loss: 0.0311421 | val_loss: 0.03116 | Time: 2529.12 ms [2022-04-10 06:22:09 main:574] : INFO : Epoch 1880 | loss: 0.031138 | val_loss: 0.0311597 | Time: 2682.75 ms [2022-04-10 06:22:12 main:574] : INFO : Epoch 1881 | loss: 0.0311393 | val_loss: 0.0311671 | Time: 2941.67 ms [2022-04-10 06:22:15 main:574] : INFO : Epoch 1882 | loss: 0.0311347 | val_loss: 0.0311644 | Time: 2784.75 ms [2022-04-10 06:22:18 main:574] : INFO : Epoch 1883 | loss: 0.0311325 | val_loss: 0.0311628 | Time: 2810.6 ms [2022-04-10 06:22:20 main:574] : INFO : Epoch 1884 | loss: 0.0311312 | val_loss: 0.0311637 | Time: 2462.78 ms [2022-04-10 06:22:23 main:574] : INFO : Epoch 1885 | loss: 0.0311293 | val_loss: 0.031167 | Time: 2488.07 ms [2022-04-10 06:22:25 main:574] : INFO : Epoch 1886 | loss: 0.0311291 | val_loss: 0.0311608 | Time: 2475.47 ms [2022-04-10 06:22:28 main:574] : INFO : Epoch 1887 | loss: 0.0311324 | val_loss: 0.0311647 | Time: 2453.46 ms [2022-04-10 06:22:30 main:574] : INFO : Epoch 1888 | loss: 0.0311336 | val_loss: 0.0311637 | Time: 2539.69 ms [2022-04-10 06:22:33 main:574] : INFO : Epoch 1889 | loss: 0.0311304 | val_loss: 0.0311633 | Time: 2382.16 ms [2022-04-10 06:22:35 main:574] : INFO : Epoch 1890 | loss: 0.0311282 | val_loss: 0.031166 | Time: 2372.44 ms [2022-04-10 06:22:37 main:574] : INFO : Epoch 1891 | loss: 0.0311284 | val_loss: 0.0311588 | Time: 2513.03 ms [2022-04-10 06:22:40 main:574] : INFO : Epoch 1892 | loss: 0.0311335 | val_loss: 0.031157 | Time: 2484.93 ms [2022-04-10 06:22:42 main:574] : INFO : Epoch 1893 | loss: 0.0311302 | val_loss: 0.0311611 | Time: 2388.5 ms [2022-04-10 06:22:45 main:574] : INFO : Epoch 1894 | loss: 0.0311337 | val_loss: 0.0311612 | Time: 2409.67 ms [2022-04-10 06:22:47 main:574] : INFO : Epoch 1895 | loss: 0.0311313 | val_loss: 0.0311568 | Time: 2452.44 ms [2022-04-10 06:22:50 main:574] : INFO : Epoch 1896 | loss: 0.0311317 | val_loss: 0.0311651 | Time: 2676.13 ms [2022-04-10 06:22:53 main:574] : INFO : Epoch 1897 | loss: 0.0311303 | val_loss: 0.0311569 | Time: 2687.19 ms [2022-04-10 06:22:55 main:574] : INFO : Epoch 1898 | loss: 0.0311285 | val_loss: 0.031162 | Time: 2548.79 ms [2022-04-10 06:22:58 main:574] : INFO : Epoch 1899 | loss: 0.0311274 | val_loss: 0.0311617 | Time: 2632.45 ms [2022-04-10 06:23:01 main:574] : INFO : Epoch 1900 | loss: 0.0311249 | val_loss: 0.0311643 | Time: 2694.82 ms [2022-04-10 06:23:03 main:574] : INFO : Epoch 1901 | loss: 0.0311236 | val_loss: 0.0311626 | Time: 2763.02 ms [2022-04-10 06:23:06 main:574] : INFO : Epoch 1902 | loss: 0.0311234 | val_loss: 0.0311633 | Time: 2616.01 ms [2022-04-10 06:23:09 main:574] : INFO : Epoch 1903 | loss: 0.0311226 | val_loss: 0.0311626 | Time: 2681.63 ms [2022-04-10 06:23:11 main:574] : INFO : Epoch 1904 | loss: 0.031122 | val_loss: 0.0311618 | Time: 2576.05 ms [2022-04-10 06:23:14 main:574] : INFO : Epoch 1905 | loss: 0.031121 | val_loss: 0.031168 | Time: 2629.57 ms [2022-04-10 06:23:17 main:574] : INFO : Epoch 1906 | loss: 0.0311212 | val_loss: 0.0311641 | Time: 2499.76 ms [2022-04-10 06:23:19 main:574] : INFO : Epoch 1907 | loss: 0.0311268 | val_loss: 0.0311614 | Time: 2717.56 ms [2022-04-10 06:23:22 main:574] : INFO : Epoch 1908 | loss: 0.0311293 | val_loss: 0.0311599 | Time: 2576.37 ms [2022-04-10 06:23:24 main:574] : INFO : Epoch 1909 | loss: 0.0311354 | val_loss: 0.0311607 | Time: 2426.28 ms [2022-04-10 06:23:27 main:574] : INFO : Epoch 1910 | loss: 0.031132 | val_loss: 0.0311602 | Time: 2571.74 ms [2022-04-10 06:23:29 main:574] : INFO : Epoch 1911 | loss: 0.03113 | val_loss: 0.0311624 | Time: 2568.54 ms [2022-04-10 06:23:32 main:574] : INFO : Epoch 1912 | loss: 0.0311284 | val_loss: 0.0311581 | Time: 2629.09 ms [2022-04-10 06:23:35 main:574] : INFO : Epoch 1913 | loss: 0.0311268 | val_loss: 0.0311631 | Time: 2600.29 ms [2022-04-10 06:23:38 main:574] : INFO : Epoch 1914 | loss: 0.0311257 | val_loss: 0.0311616 | Time: 2713.17 ms [2022-04-10 06:23:40 main:574] : INFO : Epoch 1915 | loss: 0.0311243 | val_loss: 0.0311617 | Time: 2752.5 ms [2022-04-10 06:23:43 main:574] : INFO : Epoch 1916 | loss: 0.0311251 | val_loss: 0.0311653 | Time: 2741.79 ms [2022-04-10 06:23:46 main:574] : INFO : Epoch 1917 | loss: 0.0311252 | val_loss: 0.0311608 | Time: 2706.68 ms [2022-04-10 06:23:49 main:574] : INFO : Epoch 1918 | loss: 0.0311229 | val_loss: 0.0311586 | Time: 2779.94 ms [2022-04-10 06:23:51 main:574] : INFO : Epoch 1919 | loss: 0.0311223 | val_loss: 0.0311608 | Time: 2854.33 ms [2022-04-10 06:23:54 main:574] : INFO : Epoch 1920 | loss: 0.0311255 | val_loss: 0.0311623 | Time: 2701.59 ms [2022-04-10 06:23:57 main:574] : INFO : Epoch 1921 | loss: 0.0311271 | val_loss: 0.0311568 | Time: 2713.84 ms [2022-04-10 06:24:00 main:574] : INFO : Epoch 1922 | loss: 0.0311267 | val_loss: 0.0311577 | Time: 2667.42 ms [2022-04-10 06:24:02 main:574] : INFO : Epoch 1923 | loss: 0.0311316 | val_loss: 0.0311602 | Time: 2753.54 ms [2022-04-10 06:24:05 main:574] : INFO : Epoch 1924 | loss: 0.0311322 | val_loss: 0.0311619 | Time: 2761.99 ms [2022-04-10 06:24:08 main:574] : INFO : Epoch 1925 | loss: 0.0311297 | val_loss: 0.0311612 | Time: 2734.72 ms [2022-04-10 06:24:11 main:574] : INFO : Epoch 1926 | loss: 0.0311297 | val_loss: 0.0311619 | Time: 2705.7 ms [2022-04-10 06:24:13 main:574] : INFO : Epoch 1927 | loss: 0.0311306 | val_loss: 0.0311594 | Time: 2735.99 ms [2022-04-10 06:24:16 main:574] : INFO : Epoch 1928 | loss: 0.0311291 | val_loss: 0.031157 | Time: 2500.35 ms [2022-04-10 06:24:19 main:574] : INFO : Epoch 1929 | loss: 0.0311278 | val_loss: 0.0311609 | Time: 2603.96 ms [2022-04-10 06:24:21 main:574] : INFO : Epoch 1930 | loss: 0.0311281 | val_loss: 0.0311573 | Time: 2615.36 ms [2022-04-10 06:24:24 main:574] : INFO : Epoch 1931 | loss: 0.0311277 | val_loss: 0.0311593 | Time: 2486.79 ms [2022-04-10 06:24:26 main:574] : INFO : Epoch 1932 | loss: 0.0311261 | val_loss: 0.0311548 | Time: 2503.35 ms [2022-04-10 06:24:29 main:574] : INFO : Epoch 1933 | loss: 0.0311326 | val_loss: 0.0311583 | Time: 2757.67 ms [2022-04-10 06:24:31 main:574] : INFO : Epoch 1934 | loss: 0.0311279 | val_loss: 0.0311532 | Time: 2415.36 ms [2022-04-10 06:24:34 main:574] : INFO : Epoch 1935 | loss: 0.0311254 | val_loss: 0.0311556 | Time: 2465.2 ms [2022-04-10 06:24:36 main:574] : INFO : Epoch 1936 | loss: 0.0311271 | val_loss: 0.0311604 | Time: 2535.02 ms [2022-04-10 06:24:39 main:574] : INFO : Epoch 1937 | loss: 0.0311274 | val_loss: 0.0311571 | Time: 2713.1 ms [2022-04-10 06:24:42 main:574] : INFO : Epoch 1938 | loss: 0.0311254 | val_loss: 0.0311574 | Time: 2365.42 ms [2022-04-10 06:24:44 main:574] : INFO : Epoch 1939 | loss: 0.0311258 | val_loss: 0.0311572 | Time: 2590.15 ms [2022-04-10 06:24:47 main:574] : INFO : Epoch 1940 | loss: 0.0311254 | val_loss: 0.0311613 | Time: 2571.08 ms [2022-04-10 06:24:50 main:574] : INFO : Epoch 1941 | loss: 0.0311257 | val_loss: 0.0311576 | Time: 2753.18 ms [2022-04-10 06:24:52 main:574] : INFO : Epoch 1942 | loss: 0.031138 | val_loss: 0.031163 | Time: 2650.12 ms [2022-04-10 06:24:55 main:574] : INFO : Epoch 1943 | loss: 0.0311301 | val_loss: 0.0311632 | Time: 2680.86 ms [2022-04-10 06:24:57 main:574] : INFO : Epoch 1944 | loss: 0.0311266 | val_loss: 0.0311612 | Time: 2416.08 ms [2022-04-10 06:25:00 main:574] : INFO : Epoch 1945 | loss: 0.0311248 | val_loss: 0.0311593 | Time: 2376.79 ms [2022-04-10 06:25:03 main:574] : INFO : Epoch 1946 | loss: 0.0311255 | val_loss: 0.0311638 | Time: 2894.72 ms [2022-04-10 06:25:05 main:574] : INFO : Epoch 1947 | loss: 0.0311259 | val_loss: 0.0311608 | Time: 2631.39 ms [2022-04-10 06:25:08 main:574] : INFO : Epoch 1948 | loss: 0.0311274 | val_loss: 0.0311547 | Time: 2701.77 ms [2022-04-10 06:25:11 main:574] : INFO : Epoch 1949 | loss: 0.0311277 | val_loss: 0.0311642 | Time: 2636.87 ms [2022-04-10 06:25:13 main:574] : INFO : Epoch 1950 | loss: 0.031128 | val_loss: 0.0311661 | Time: 2633.05 ms [2022-04-10 06:25:16 main:574] : INFO : Epoch 1951 | loss: 0.0311262 | val_loss: 0.0311702 | Time: 2499.39 ms [2022-04-10 06:25:18 main:574] : INFO : Epoch 1952 | loss: 0.0311257 | val_loss: 0.0311642 | Time: 2469.9 ms [2022-04-10 06:25:21 main:574] : INFO : Epoch 1953 | loss: 0.0311284 | val_loss: 0.0311623 | Time: 2700.76 ms [2022-04-10 06:25:24 main:574] : INFO : Epoch 1954 | loss: 0.0311321 | val_loss: 0.0311708 | Time: 2530.2 ms [2022-04-10 06:25:26 main:574] : INFO : Epoch 1955 | loss: 0.0311292 | val_loss: 0.031157 | Time: 2451.37 ms [2022-04-10 06:25:29 main:574] : INFO : Epoch 1956 | loss: 0.0311267 | val_loss: 0.0311602 | Time: 2552.19 ms [2022-04-10 06:25:31 main:574] : INFO : Epoch 1957 | loss: 0.0311242 | val_loss: 0.0311624 | Time: 2609.89 ms [2022-04-10 06:25:34 main:574] : INFO : Epoch 1958 | loss: 0.0311254 | val_loss: 0.0311594 | Time: 2699.11 ms [2022-04-10 06:25:37 main:574] : INFO : Epoch 1959 | loss: 0.0311256 | val_loss: 0.0311588 | Time: 2611.07 ms [2022-04-10 06:25:39 main:574] : INFO : Epoch 1960 | loss: 0.0311218 | val_loss: 0.0311603 | Time: 2792.81 ms [2022-04-10 06:25:42 main:574] : INFO : Epoch 1961 | loss: 0.0311233 | val_loss: 0.0311593 | Time: 2654.6 ms [2022-04-10 06:25:45 main:574] : INFO : Epoch 1962 | loss: 0.0311208 | val_loss: 0.031159 | Time: 2600.5 ms [2022-04-10 06:25:47 main:574] : INFO : Epoch 1963 | loss: 0.0311216 | val_loss: 0.0311592 | Time: 2586.06 ms [2022-04-10 06:25:50 main:574] : INFO : Epoch 1964 | loss: 0.0311181 | val_loss: 0.0311622 | Time: 2848.99 ms [2022-04-10 06:25:53 main:574] : INFO : Epoch 1965 | loss: 0.0311249 | val_loss: 0.0311564 | Time: 2553.09 ms [2022-04-10 06:25:55 main:574] : INFO : Epoch 1966 | loss: 0.0311298 | val_loss: 0.0311587 | Time: 2700.46 ms [2022-04-10 06:25:58 main:574] : INFO : Epoch 1967 | loss: 0.0311283 | val_loss: 0.0311603 | Time: 2640.74 ms [2022-04-10 06:26:01 main:574] : INFO : Epoch 1968 | loss: 0.0311281 | val_loss: 0.0311618 | Time: 2694.79 ms [2022-04-10 06:26:03 main:574] : INFO : Epoch 1969 | loss: 0.0311256 | val_loss: 0.0311604 | Time: 2583.92 ms [2022-04-10 06:26:06 main:574] : INFO : Epoch 1970 | loss: 0.0311254 | val_loss: 0.0311571 | Time: 2668.8 ms [2022-04-10 06:26:09 main:574] : INFO : Epoch 1971 | loss: 0.0311245 | val_loss: 0.0311572 | Time: 2593.32 ms [2022-04-10 06:26:11 main:574] : INFO : Epoch 1972 | loss: 0.0311231 | val_loss: 0.0311567 | Time: 2676.11 ms [2022-04-10 06:26:14 main:574] : INFO : Epoch 1973 | loss: 0.0311246 | val_loss: 0.0311562 | Time: 2504.53 ms [2022-04-10 06:26:17 main:574] : INFO : Epoch 1974 | loss: 0.031125 | val_loss: 0.0311605 | Time: 2517.91 ms [2022-04-10 06:26:19 main:574] : INFO : Epoch 1975 | loss: 0.0311227 | val_loss: 0.0311573 | Time: 2605.45 ms [2022-04-10 06:26:22 main:574] : INFO : Epoch 1976 | loss: 0.0311247 | val_loss: 0.0311576 | Time: 2634.53 ms [2022-04-10 06:26:24 main:574] : INFO : Epoch 1977 | loss: 0.031131 | val_loss: 0.0311638 | Time: 2558.33 ms [2022-04-10 06:26:27 main:574] : INFO : Epoch 1978 | loss: 0.0311325 | val_loss: 0.031162 | Time: 2455.25 ms [2022-04-10 06:26:29 main:574] : INFO : Epoch 1979 | loss: 0.0311299 | val_loss: 0.0311583 | Time: 2563.09 ms [2022-04-10 06:26:32 main:574] : INFO : Epoch 1980 | loss: 0.0311319 | val_loss: 0.0311639 | Time: 2875.55 ms [2022-04-10 06:26:35 main:574] : INFO : Epoch 1981 | loss: 0.0311366 | val_loss: 0.0311615 | Time: 2851.39 ms [2022-04-10 06:26:38 main:574] : INFO : Epoch 1982 | loss: 0.0311399 | val_loss: 0.0311655 | Time: 2438.87 ms [2022-04-10 06:26:40 main:574] : INFO : Epoch 1983 | loss: 0.0311458 | val_loss: 0.0311624 | Time: 2768.05 ms [2022-04-10 06:26:43 main:574] : INFO : Epoch 1984 | loss: 0.0311404 | val_loss: 0.0311605 | Time: 2595.14 ms [2022-04-10 06:26:46 main:574] : INFO : Epoch 1985 | loss: 0.0311368 | val_loss: 0.0311596 | Time: 2567.43 ms [2022-04-10 06:26:48 main:574] : INFO : Epoch 1986 | loss: 0.0311346 | val_loss: 0.0311591 | Time: 2684.44 ms [2022-04-10 06:26:51 main:574] : INFO : Epoch 1987 | loss: 0.0311317 | val_loss: 0.0311628 | Time: 2810.39 ms [2022-04-10 06:26:54 main:574] : INFO : Epoch 1988 | loss: 0.0311302 | val_loss: 0.0311612 | Time: 2583.08 ms [2022-04-10 06:26:56 main:574] : INFO : Epoch 1989 | loss: 0.0311286 | val_loss: 0.0311599 | Time: 2689.09 ms [2022-04-10 06:26:59 main:574] : INFO : Epoch 1990 | loss: 0.031129 | val_loss: 0.0311637 | Time: 2561.17 ms [2022-04-10 06:27:02 main:574] : INFO : Epoch 1991 | loss: 0.0311351 | val_loss: 0.0311609 | Time: 2802.8 ms [2022-04-10 06:27:04 main:574] : INFO : Epoch 1992 | loss: 0.0311304 | val_loss: 0.0311576 | Time: 2577.28 ms [2022-04-10 06:27:07 main:574] : INFO : Epoch 1993 | loss: 0.0311276 | val_loss: 0.0311622 | Time: 2479.27 ms [2022-04-10 06:27:09 main:574] : INFO : Epoch 1994 | loss: 0.0311266 | val_loss: 0.0311603 | Time: 2412.59 ms [2022-04-10 06:27:12 main:574] : INFO : Epoch 1995 | loss: 0.0311295 | val_loss: 0.0311646 | Time: 2388.43 ms [2022-04-10 06:27:14 main:574] : INFO : Epoch 1996 | loss: 0.0311291 | val_loss: 0.0311699 | Time: 2338.69 ms [2022-04-10 06:27:17 main:574] : INFO : Epoch 1997 | loss: 0.0311259 | val_loss: 0.0311622 | Time: 2514.46 ms [2022-04-10 06:27:19 main:574] : INFO : Epoch 1998 | loss: 0.0311256 | val_loss: 0.0311598 | Time: 2539.76 ms [2022-04-10 06:27:22 main:574] : INFO : Epoch 1999 | loss: 0.0311259 | val_loss: 0.0311625 | Time: 2439.71 ms [2022-04-10 06:27:24 main:574] : INFO : Epoch 2000 | loss: 0.0311265 | val_loss: 0.0311583 | Time: 2394.33 ms [2022-04-10 06:27:27 main:574] : INFO : Epoch 2001 | loss: 0.0311264 | val_loss: 0.0311591 | Time: 2618.84 ms [2022-04-10 06:27:29 main:574] : INFO : Epoch 2002 | loss: 0.0311273 | val_loss: 0.031172 | Time: 2346.18 ms [2022-04-10 06:27:32 main:574] : INFO : Epoch 2003 | loss: 0.0311301 | val_loss: 0.0311627 | Time: 2550.78 ms [2022-04-10 06:27:34 main:574] : INFO : Epoch 2004 | loss: 0.0311267 | val_loss: 0.0311668 | Time: 2582.87 ms [2022-04-10 06:27:37 main:574] : INFO : Epoch 2005 | loss: 0.0311252 | val_loss: 0.0311668 | Time: 2464.17 ms [2022-04-10 06:27:39 main:574] : INFO : Epoch 2006 | loss: 0.0311305 | val_loss: 0.0311645 | Time: 2462.99 ms [2022-04-10 06:27:42 main:574] : INFO : Epoch 2007 | loss: 0.0311318 | val_loss: 0.0311676 | Time: 2703.23 ms [2022-04-10 06:27:45 main:574] : INFO : Epoch 2008 | loss: 0.0311303 | val_loss: 0.0311693 | Time: 2544.36 ms [2022-04-10 06:27:47 main:574] : INFO : Epoch 2009 | loss: 0.0311288 | val_loss: 0.0311647 | Time: 2432.82 ms [2022-04-10 06:27:49 main:574] : INFO : Epoch 2010 | loss: 0.0311301 | val_loss: 0.0311648 | Time: 2493.38 ms [2022-04-10 06:27:52 main:574] : INFO : Epoch 2011 | loss: 0.0311293 | val_loss: 0.0311675 | Time: 2558.12 ms [2022-04-10 06:27:54 main:574] : INFO : Epoch 2012 | loss: 0.0311286 | val_loss: 0.0311645 | Time: 2448.2 ms [2022-04-10 06:27:57 main:574] : INFO : Epoch 2013 | loss: 0.0311288 | val_loss: 0.0311708 | Time: 2498.07 ms [2022-04-10 06:27:59 main:574] : INFO : Epoch 2014 | loss: 0.0311286 | val_loss: 0.0311676 | Time: 2435.66 ms [2022-04-10 06:28:02 main:574] : INFO : Epoch 2015 | loss: 0.0311289 | val_loss: 0.0311695 | Time: 2443.07 ms [2022-04-10 06:28:05 main:574] : INFO : Epoch 2016 | loss: 0.0311294 | val_loss: 0.0311667 | Time: 2638.85 ms [2022-04-10 06:28:07 main:574] : INFO : Epoch 2017 | loss: 0.0311258 | val_loss: 0.031166 | Time: 2578.08 ms [2022-04-10 06:28:10 main:574] : INFO : Epoch 2018 | loss: 0.0311331 | val_loss: 0.0311562 | Time: 2511.02 ms [2022-04-10 06:28:12 main:574] : INFO : Epoch 2019 | loss: 0.0311332 | val_loss: 0.0311599 | Time: 2702.47 ms [2022-04-10 06:28:15 main:574] : INFO : Epoch 2020 | loss: 0.031134 | val_loss: 0.031163 | Time: 2640.93 ms [2022-04-10 06:28:18 main:574] : INFO : Epoch 2021 | loss: 0.0311364 | val_loss: 0.0311599 | Time: 2612.83 ms [2022-04-10 06:28:20 main:574] : INFO : Epoch 2022 | loss: 0.0311336 | val_loss: 0.0311628 | Time: 2715.93 ms [2022-04-10 06:28:23 main:574] : INFO : Epoch 2023 | loss: 0.0311329 | val_loss: 0.0311597 | Time: 2654.98 ms [2022-04-10 06:28:26 main:574] : INFO : Epoch 2024 | loss: 0.0311307 | val_loss: 0.0311635 | Time: 2531.73 ms [2022-04-10 06:28:28 main:574] : INFO : Epoch 2025 | loss: 0.0311314 | val_loss: 0.0311652 | Time: 2575.32 ms [2022-04-10 06:28:31 main:574] : INFO : Epoch 2026 | loss: 0.0311318 | val_loss: 0.0311651 | Time: 2663.38 ms [2022-04-10 06:28:34 main:574] : INFO : Epoch 2027 | loss: 0.0311312 | val_loss: 0.0311625 | Time: 2551.84 ms [2022-04-10 06:28:36 main:574] : INFO : Epoch 2028 | loss: 0.03113 | val_loss: 0.0311609 | Time: 2764.79 ms [2022-04-10 06:28:39 main:574] : INFO : Epoch 2029 | loss: 0.0311289 | val_loss: 0.0311634 | Time: 2613.39 ms [2022-04-10 06:28:42 main:574] : INFO : Epoch 2030 | loss: 0.0311354 | val_loss: 0.0311597 | Time: 2708.97 ms [2022-04-10 06:28:44 main:574] : INFO : Epoch 2031 | loss: 0.0311369 | val_loss: 0.0311619 | Time: 2598.69 ms [2022-04-10 06:28:47 main:574] : INFO : Epoch 2032 | loss: 0.0311326 | val_loss: 0.0311612 | Time: 2483.41 ms [2022-04-10 06:28:50 main:574] : INFO : Epoch 2033 | loss: 0.0311321 | val_loss: 0.0311607 | Time: 2735.22 ms [2022-04-10 06:28:52 main:574] : INFO : Epoch 2034 | loss: 0.0311325 | val_loss: 0.0311637 | Time: 2527.34 ms [2022-04-10 06:28:55 main:574] : INFO : Epoch 2035 | loss: 0.0311332 | val_loss: 0.0311585 | Time: 2420.25 ms [2022-04-10 06:28:57 main:574] : INFO : Epoch 2036 | loss: 0.0311321 | val_loss: 0.0311607 | Time: 2553.37 ms [2022-04-10 06:29:00 main:574] : INFO : Epoch 2037 | loss: 0.0311348 | val_loss: 0.0311581 | Time: 2527.85 ms [2022-04-10 06:29:02 main:574] : INFO : Epoch 2038 | loss: 0.0311371 | val_loss: 0.031158 | Time: 2666.64 ms [2022-04-10 06:29:05 main:574] : INFO : Epoch 2039 | loss: 0.0311336 | val_loss: 0.0311608 | Time: 2443.7 ms [2022-04-10 06:29:08 main:574] : INFO : Epoch 2040 | loss: 0.0311347 | val_loss: 0.0311615 | Time: 2832.77 ms [2022-04-10 06:29:10 main:574] : INFO : Epoch 2041 | loss: 0.0311337 | val_loss: 0.0311601 | Time: 2590.53 ms [2022-04-10 06:29:13 main:574] : INFO : Epoch 2042 | loss: 0.0311336 | val_loss: 0.0311568 | Time: 2411.27 ms [2022-04-10 06:29:15 main:574] : INFO : Epoch 2043 | loss: 0.0311373 | val_loss: 0.031172 | Time: 2605.84 ms [2022-04-10 06:29:18 main:574] : INFO : Epoch 2044 | loss: 0.0311356 | val_loss: 0.0311656 | Time: 2504.42 ms [2022-04-10 06:29:21 main:574] : INFO : Epoch 2045 | loss: 0.0311308 | val_loss: 0.0311597 | Time: 2687.27 ms [2022-04-10 06:29:23 main:574] : INFO : Epoch 2046 | loss: 0.0311302 | val_loss: 0.0311564 | Time: 2507.35 ms [2022-04-10 06:29:26 main:574] : INFO : Epoch 2047 | loss: 0.0311304 | val_loss: 0.0311566 | Time: 2570.26 ms [2022-04-10 06:29:28 main:574] : INFO : Epoch 2048 | loss: 0.0311303 | val_loss: 0.0311596 | Time: 2735.54 ms [2022-04-10 06:29:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311596 [2022-04-10 06:29:28 main:603] : INFO : Saving end state to config to file [2022-04-10 06:29:28 main:608] : INFO : Success, exiting.. 06:29:28 (21896): 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)