Task 7603870
| Name | ParityModified-1631731577-11454-2_0 |
| Workunit | 5259081 |
| Created | 26 Sep 2021, 10:39:31 UTC |
| Sent | 28 Sep 2021, 9:22:04 UTC |
| Report deadline | 5 Oct 2021, 9:22:04 UTC |
| Received | 28 Sep 2021, 14:40:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6772 |
| Run time | 1 hours 35 min 56 sec |
| CPU time | 1 hours 34 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,802.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311282 | val_loss: 0.0311603 | Time: 2837.41 ms
[2021-09-28 07:14:30 main:574] : INFO : Epoch 1543 | loss: 0.031127 | val_loss: 0.0311607 | Time: 2811.43 ms
[2021-09-28 07:14:33 main:574] : INFO : Epoch 1544 | loss: 0.0311266 | val_loss: 0.0311643 | Time: 2743.19 ms
[2021-09-28 07:14:35 main:574] : INFO : Epoch 1545 | loss: 0.0311323 | val_loss: 0.0311737 | Time: 2792.65 ms
[2021-09-28 07:14:38 main:574] : INFO : Epoch 1546 | loss: 0.0311297 | val_loss: 0.0311616 | Time: 2710.36 ms
[2021-09-28 07:14:41 main:574] : INFO : Epoch 1547 | loss: 0.0311293 | val_loss: 0.0311684 | Time: 2828.53 ms
[2021-09-28 07:14:44 main:574] : INFO : Epoch 1548 | loss: 0.0311298 | val_loss: 0.0311645 | Time: 2832.88 ms
[2021-09-28 07:14:47 main:574] : INFO : Epoch 1549 | loss: 0.0311304 | val_loss: 0.0311644 | Time: 2817.63 ms
[2021-09-28 07:14:49 main:574] : INFO : Epoch 1550 | loss: 0.0311306 | val_loss: 0.0311636 | Time: 2942.86 ms
[2021-09-28 07:14:52 main:574] : INFO : Epoch 1551 | loss: 0.0311287 | val_loss: 0.0311627 | Time: 2838.25 ms
[2021-09-28 07:14:55 main:574] : INFO : Epoch 1552 | loss: 0.0311263 | val_loss: 0.0311606 | Time: 2790.72 ms
[2021-09-28 07:14:58 main:574] : INFO : Epoch 1553 | loss: 0.0311269 | val_loss: 0.0311631 | Time: 2790.75 ms
[2021-09-28 07:15:01 main:574] : INFO : Epoch 1554 | loss: 0.0311284 | val_loss: 0.0311614 | Time: 2924.5 ms
[2021-09-28 07:15:04 main:574] : INFO : Epoch 1555 | loss: 0.0311258 | val_loss: 0.0311665 | Time: 2804.6 ms
[2021-09-28 07:15:07 main:574] : INFO : Epoch 1556 | loss: 0.0311257 | val_loss: 0.0311652 | Time: 2855.33 ms
[2021-09-28 07:15:09 main:574] : INFO : Epoch 1557 | loss: 0.03113 | val_loss: 0.0311661 | Time: 2815.74 ms
[2021-09-28 07:15:12 main:574] : INFO : Epoch 1558 | loss: 0.0311404 | val_loss: 0.0311633 | Time: 2922.24 ms
[2021-09-28 07:15:15 main:574] : INFO : Epoch 1559 | loss: 0.0311365 | val_loss: 0.0311625 | Time: 2792.44 ms
[2021-09-28 07:15:18 main:574] : INFO : Epoch 1560 | loss: 0.0311315 | val_loss: 0.0311639 | Time: 2847.78 ms
[2021-09-28 07:15:21 main:574] : INFO : Epoch 1561 | loss: 0.0311332 | val_loss: 0.0311678 | Time: 2757.44 ms
[2021-09-28 07:15:23 main:574] : INFO : Epoch 1562 | loss: 0.0311331 | val_loss: 0.0311604 | Time: 2749.02 ms
[2021-09-28 07:15:26 main:574] : INFO : Epoch 1563 | loss: 0.0311329 | val_loss: 0.0311596 | Time: 2959.24 ms
[2021-09-28 07:15:29 main:574] : INFO : Epoch 1564 | loss: 0.0311324 | val_loss: 0.0311621 | Time: 2605.04 ms
[2021-09-28 07:15:32 main:574] : INFO : Epoch 1565 | loss: 0.0311308 | val_loss: 0.0311572 | Time: 2753.51 ms
[2021-09-28 07:15:35 main:574] : INFO : Epoch 1566 | loss: 0.0311287 | val_loss: 0.0311608 | Time: 2923.65 ms
[2021-09-28 07:15:38 main:574] : INFO : Epoch 1567 | loss: 0.0311293 | val_loss: 0.0311614 | Time: 2816.66 ms
[2021-09-28 07:15:40 main:574] : INFO : Epoch 1568 | loss: 0.0311309 | val_loss: 0.0311604 | Time: 2911.41 ms
[2021-09-28 07:15:43 main:574] : INFO : Epoch 1569 | loss: 0.0311318 | val_loss: 0.0311598 | Time: 2845.2 ms
[2021-09-28 07:15:46 main:574] : INFO : Epoch 1570 | loss: 0.0311319 | val_loss: 0.0311682 | Time: 2710.83 ms
[2021-09-28 07:15:49 main:574] : INFO : Epoch 1571 | loss: 0.0311347 | val_loss: 0.0311633 | Time: 2885.79 ms
[2021-09-28 07:15:52 main:574] : INFO : Epoch 1572 | loss: 0.0311351 | val_loss: 0.031162 | Time: 2782.31 ms
[2021-09-28 07:15:55 main:574] : INFO : Epoch 1573 | loss: 0.0311299 | val_loss: 0.0311617 | Time: 2879.09 ms
[2021-09-28 07:15:57 main:574] : INFO : Epoch 1574 | loss: 0.0311289 | val_loss: 0.0311617 | Time: 2848.47 ms
[2021-09-28 07:16:00 main:574] : INFO : Epoch 1575 | loss: 0.0311302 | val_loss: 0.0311618 | Time: 2913.16 ms
[2021-09-28 07:16:03 main:574] : INFO : Epoch 1576 | loss: 0.0311279 | val_loss: 0.0311636 | Time: 2859.4 ms
[2021-09-28 07:16:06 main:574] : INFO : Epoch 1577 | loss: 0.0311281 | val_loss: 0.0311599 | Time: 2704.69 ms
[2021-09-28 07:16:09 main:574] : INFO : Epoch 1578 | loss: 0.0311263 | val_loss: 0.0311613 | Time: 2811.76 ms
[2021-09-28 07:16:11 main:574] : INFO : Epoch 1579 | loss: 0.0311258 | val_loss: 0.0311637 | Time: 2684.96 ms
[2021-09-28 07:16:14 main:574] : INFO : Epoch 1580 | loss: 0.0311306 | val_loss: 0.031167 | Time: 2873.93 ms
[2021-09-28 07:16:17 main:574] : INFO : Epoch 1581 | loss: 0.0311278 | val_loss: 0.0311617 | Time: 3040.65 ms
[2021-09-28 07:16:20 main:574] : INFO : Epoch 1582 | loss: 0.0311287 | val_loss: 0.031156 | Time: 2856.61 ms
[2021-09-28 07:16:23 main:574] : INFO : Epoch 1583 | loss: 0.031127 | val_loss: 0.0311613 | Time: 2821.88 ms
[2021-09-28 07:16:26 main:574] : INFO : Epoch 1584 | loss: 0.0311254 | val_loss: 0.0311604 | Time: 2707.47 ms
[2021-09-28 07:16:29 main:574] : INFO : Epoch 1585 | loss: 0.0311255 | val_loss: 0.0311622 | Time: 2967.65 ms
[2021-09-28 07:16:32 main:574] : INFO : Epoch 1586 | loss: 0.0311263 | val_loss: 0.0311603 | Time: 2760.22 ms
[2021-09-28 07:16:34 main:574] : INFO : Epoch 1587 | loss: 0.031126 | val_loss: 0.0311634 | Time: 2716.56 ms
[2021-09-28 07:16:37 main:574] : INFO : Epoch 1588 | loss: 0.0311262 | val_loss: 0.0311637 | Time: 2805.56 ms
[2021-09-28 07:16:40 main:574] : INFO : Epoch 1589 | loss: 0.031125 | val_loss: 0.0311597 | Time: 2767.47 ms
[2021-09-28 07:16:43 main:574] : INFO : Epoch 1590 | loss: 0.0311268 | val_loss: 0.0311647 | Time: 2936.89 ms
[2021-09-28 07:16:46 main:574] : INFO : Epoch 1591 | loss: 0.0311293 | val_loss: 0.0311685 | Time: 2819.31 ms
[2021-09-28 07:16:48 main:574] : INFO : Epoch 1592 | loss: 0.0311439 | val_loss: 0.0311611 | Time: 2818.8 ms
[2021-09-28 07:16:51 main:574] : INFO : Epoch 1593 | loss: 0.0311474 | val_loss: 0.0311652 | Time: 2814.93 ms
[2021-09-28 07:16:54 main:574] : INFO : Epoch 1594 | loss: 0.0311507 | val_loss: 0.0311701 | Time: 2864.34 ms
[2021-09-28 07:16:57 main:574] : INFO : Epoch 1595 | loss: 0.0311454 | val_loss: 0.0311695 | Time: 2908.05 ms
[2021-09-28 07:17:00 main:574] : INFO : Epoch 1596 | loss: 0.0311418 | val_loss: 0.0311625 | Time: 2867.91 ms
[2021-09-28 07:17:03 main:574] : INFO : Epoch 1597 | loss: 0.0311389 | val_loss: 0.0311619 | Time: 2775.86 ms
[2021-09-28 07:17:06 main:574] : INFO : Epoch 1598 | loss: 0.0311377 | val_loss: 0.0311615 | Time: 2934.52 ms
[2021-09-28 07:17:08 main:574] : INFO : Epoch 1599 | loss: 0.0311356 | val_loss: 0.0311621 | Time: 2741.95 ms
[2021-09-28 07:17:11 main:574] : INFO : Epoch 1600 | loss: 0.0311361 | val_loss: 0.0311627 | Time: 2961.95 ms
[2021-09-28 07:17:14 main:574] : INFO : Epoch 1601 | loss: 0.0311416 | val_loss: 0.0311648 | Time: 2724.27 ms
[2021-09-28 07:17:17 main:574] : INFO : Epoch 1602 | loss: 0.0311411 | val_loss: 0.0311607 | Time: 2790.84 ms
[2021-09-28 07:17:20 main:574] : INFO : Epoch 1603 | loss: 0.0311391 | val_loss: 0.0311687 | Time: 2803.29 ms
[2021-09-28 07:17:22 main:574] : INFO : Epoch 1604 | loss: 0.0311394 | val_loss: 0.031174 | Time: 2667.14 ms
[2021-09-28 07:17:25 main:574] : INFO : Epoch 1605 | loss: 0.0311381 | val_loss: 0.0311616 | Time: 2806.55 ms
[2021-09-28 07:17:28 main:574] : INFO : Epoch 1606 | loss: 0.0311339 | val_loss: 0.0311643 | Time: 2815.39 ms
[2021-09-28 07:17:31 main:574] : INFO : Epoch 1607 | loss: 0.0311322 | val_loss: 0.0311643 | Time: 2786.25 ms
[2021-09-28 07:17:34 main:574] : INFO : Epoch 1608 | loss: 0.0311321 | val_loss: 0.0311643 | Time: 2980.57 ms
[2021-09-28 07:17:37 main:574] : INFO : Epoch 1609 | loss: 0.031135 | val_loss: 0.031168 | Time: 2888.84 ms
[2021-09-28 07:17:40 main:574] : INFO : Epoch 1610 | loss: 0.0311355 | val_loss: 0.031168 | Time: 2860.51 ms
[2021-09-28 07:17:42 main:574] : INFO : Epoch 1611 | loss: 0.0311316 | val_loss: 0.0311652 | Time: 2806.84 ms
[2021-09-28 07:17:45 main:574] : INFO : Epoch 1612 | loss: 0.0311348 | val_loss: 0.0311678 | Time: 3027.58 ms
[2021-09-28 07:17:48 main:574] : INFO : Epoch 1613 | loss: 0.0311349 | val_loss: 0.031163 | Time: 2825.48 ms
[2021-09-28 07:17:51 main:574] : INFO : Epoch 1614 | loss: 0.0311367 | val_loss: 0.0311632 | Time: 2989.27 ms
[2021-09-28 07:17:54 main:574] : INFO : Epoch 1615 | loss: 0.0311403 | val_loss: 0.0311633 | Time: 2996.53 ms
[2021-09-28 07:17:57 main:574] : INFO : Epoch 1616 | loss: 0.031137 | val_loss: 0.0311584 | Time: 2806.49 ms
[2021-09-28 07:18:00 main:574] : INFO : Epoch 1617 | loss: 0.0311345 | val_loss: 0.031165 | Time: 3003.95 ms
[2021-09-28 07:18:03 main:574] : INFO : Epoch 1618 | loss: 0.0311324 | val_loss: 0.0311651 | Time: 2927.19 ms
[2021-09-28 07:18:06 main:574] : INFO : Epoch 1619 | loss: 0.0311325 | val_loss: 0.0311639 | Time: 2942.95 ms
[2021-09-28 07:18:09 main:574] : INFO : Epoch 1620 | loss: 0.0311318 | val_loss: 0.0311641 | Time: 2794.89 ms
[2021-09-28 07:18:12 main:574] : INFO : Epoch 1621 | loss: 0.0311397 | val_loss: 0.0311704 | Time: 2953.68 ms
[2021-09-28 07:18:15 main:574] : INFO : Epoch 1622 | loss: 0.0311366 | val_loss: 0.0311614 | Time: 2829.2 ms
[2021-09-28 07:18:17 main:574] : INFO : Epoch 1623 | loss: 0.0311349 | val_loss: 0.0311643 | Time: 2784.46 ms
[2021-09-28 07:18:20 main:574] : INFO : Epoch 1624 | loss: 0.0311323 | val_loss: 0.0311606 | Time: 2782.96 ms
[2021-09-28 07:18:23 main:574] : INFO : Epoch 1625 | loss: 0.0311328 | val_loss: 0.0311609 | Time: 2699.41 ms
[2021-09-28 07:18:26 main:574] : INFO : Epoch 1626 | loss: 0.0311332 | val_loss: 0.0311653 | Time: 2851.61 ms
[2021-09-28 07:18:29 main:574] : INFO : Epoch 1627 | loss: 0.031131 | val_loss: 0.0311649 | Time: 2899.53 ms
[2021-09-28 07:18:31 main:574] : INFO : Epoch 1628 | loss: 0.0311293 | val_loss: 0.031162 | Time: 2805.29 ms
[2021-09-28 07:18:34 main:574] : INFO : Epoch 1629 | loss: 0.0311292 | val_loss: 0.0311614 | Time: 2891.83 ms
[2021-09-28 07:18:37 main:574] : INFO : Epoch 1630 | loss: 0.0311322 | val_loss: 0.0311631 | Time: 2841.36 ms
[2021-09-28 07:18:40 main:574] : INFO : Epoch 1631 | loss: 0.0311293 | val_loss: 0.0311664 | Time: 2818.05 ms
[2021-09-28 07:18:43 main:574] : INFO : Epoch 1632 | loss: 0.031131 | val_loss: 0.0311701 | Time: 2690.88 ms
[2021-09-28 07:18:46 main:574] : INFO : Epoch 1633 | loss: 0.031131 | val_loss: 0.0311726 | Time: 2814.99 ms
[2021-09-28 07:18:48 main:574] : INFO : Epoch 1634 | loss: 0.0311333 | val_loss: 0.0311665 | Time: 2810.44 ms
[2021-09-28 07:18:51 main:574] : INFO : Epoch 1635 | loss: 0.0311351 | val_loss: 0.0311607 | Time: 2732.28 ms
[2021-09-28 07:18:54 main:574] : INFO : Epoch 1636 | loss: 0.0311348 | val_loss: 0.0311663 | Time: 2888.52 ms
[2021-09-28 07:18:57 main:574] : INFO : Epoch 1637 | loss: 0.0311359 | val_loss: 0.0311691 | Time: 2738.23 ms
[2021-09-28 07:19:00 main:574] : INFO : Epoch 1638 | loss: 0.0311342 | val_loss: 0.0311611 | Time: 2845.76 ms
[2021-09-28 07:19:02 main:574] : INFO : Epoch 1639 | loss: 0.0311295 | val_loss: 0.0311595 | Time: 2846.94 ms
[2021-09-28 07:19:05 main:574] : INFO : Epoch 1640 | loss: 0.0311294 | val_loss: 0.0311626 | Time: 2793.98 ms
[2021-09-28 07:19:08 main:574] : INFO : Epoch 1641 | loss: 0.0311329 | val_loss: 0.0311613 | Time: 3070.92 ms
[2021-09-28 07:19:11 main:574] : INFO : Epoch 1642 | loss: 0.0311305 | val_loss: 0.0311556 | Time: 2802.86 ms
[2021-09-28 07:19:14 main:574] : INFO : Epoch 1643 | loss: 0.0311286 | val_loss: 0.0311584 | Time: 2860.41 ms
[2021-09-28 07:19:17 main:574] : INFO : Epoch 1644 | loss: 0.0311323 | val_loss: 0.0311565 | Time: 2842.08 ms
[2021-09-28 07:19:20 main:574] : INFO : Epoch 1645 | loss: 0.031129 | val_loss: 0.0311555 | Time: 2741.19 ms
[2021-09-28 07:19:22 main:574] : INFO : Epoch 1646 | loss: 0.031126 | val_loss: 0.0311626 | Time: 2831.29 ms
[2021-09-28 07:19:25 main:574] : INFO : Epoch 1647 | loss: 0.0311268 | val_loss: 0.0311605 | Time: 2756.96 ms
[2021-09-28 07:19:28 main:574] : INFO : Epoch 1648 | loss: 0.031127 | val_loss: 0.0311623 | Time: 2918.24 ms
[2021-09-28 07:19:31 main:574] : INFO : Epoch 1649 | loss: 0.0311297 | val_loss: 0.0311614 | Time: 2764.43 ms
[2021-09-28 07:19:34 main:574] : INFO : Epoch 1650 | loss: 0.0311297 | val_loss: 0.0311562 | Time: 2852.65 ms
[2021-09-28 07:19:37 main:574] : INFO : Epoch 1651 | loss: 0.0311283 | val_loss: 0.0311579 | Time: 2891.82 ms
[2021-09-28 07:19:40 main:574] : INFO : Epoch 1652 | loss: 0.0311289 | val_loss: 0.0311615 | Time: 2816.44 ms
[2021-09-28 07:19:42 main:574] : INFO : Epoch 1653 | loss: 0.031133 | val_loss: 0.0311647 | Time: 2797.96 ms
[2021-09-28 07:19:45 main:574] : INFO : Epoch 1654 | loss: 0.031132 | val_loss: 0.0311553 | Time: 2784.9 ms
[2021-09-28 07:19:48 main:574] : INFO : Epoch 1655 | loss: 0.0311315 | val_loss: 0.0311581 | Time: 2738.91 ms
[2021-09-28 07:19:51 main:574] : INFO : Epoch 1656 | loss: 0.0311309 | val_loss: 0.0311557 | Time: 2995.64 ms
[2021-09-28 07:19:54 main:574] : INFO : Epoch 1657 | loss: 0.0311295 | val_loss: 0.0311589 | Time: 2719.16 ms
[2021-09-28 07:19:57 main:574] : INFO : Epoch 1658 | loss: 0.0311284 | val_loss: 0.0311592 | Time: 2959.65 ms
[2021-09-28 07:20:00 main:574] : INFO : Epoch 1659 | loss: 0.0311278 | val_loss: 0.0311673 | Time: 2884.56 ms
[2021-09-28 07:20:02 main:574] : INFO : Epoch 1660 | loss: 0.0311352 | val_loss: 0.031163 | Time: 2785.68 ms
[2021-09-28 07:20:05 main:574] : INFO : Epoch 1661 | loss: 0.0311317 | val_loss: 0.0311615 | Time: 2876 ms
[2021-09-28 07:20:08 main:574] : INFO : Epoch 1662 | loss: 0.0311302 | val_loss: 0.0311645 | Time: 2771.82 ms
[2021-09-28 07:20:11 main:574] : INFO : Epoch 1663 | loss: 0.0311301 | val_loss: 0.0311669 | Time: 2914.42 ms
[2021-09-28 07:20:14 main:574] : INFO : Epoch 1664 | loss: 0.0311339 | val_loss: 0.0311643 | Time: 2803.1 ms
[2021-09-28 07:20:17 main:574] : INFO : Epoch 1665 | loss: 0.0311323 | val_loss: 0.0311622 | Time: 2845.16 ms
[2021-09-28 07:20:20 main:574] : INFO : Epoch 1666 | loss: 0.0311316 | val_loss: 0.0311628 | Time: 2854.01 ms
[2021-09-28 07:20:22 main:574] : INFO : Epoch 1667 | loss: 0.0311315 | val_loss: 0.0311639 | Time: 2938.57 ms
[2021-09-28 07:20:25 main:574] : INFO : Epoch 1668 | loss: 0.0311294 | val_loss: 0.0311615 | Time: 2904.52 ms
[2021-09-28 07:20:28 main:574] : INFO : Epoch 1669 | loss: 0.0311292 | val_loss: 0.0311614 | Time: 2802.54 ms
[2021-09-28 07:20:31 main:574] : INFO : Epoch 1670 | loss: 0.0311297 | val_loss: 0.0311596 | Time: 2819.13 ms
[2021-09-28 07:20:34 main:574] : INFO : Epoch 1671 | loss: 0.0311336 | val_loss: 0.0311576 | Time: 2782.95 ms
[2021-09-28 07:20:37 main:574] : INFO : Epoch 1672 | loss: 0.0311278 | val_loss: 0.0311568 | Time: 2746.63 ms
[2021-09-28 07:20:40 main:574] : INFO : Epoch 1673 | loss: 0.031131 | val_loss: 0.0311541 | Time: 2938.55 ms
[2021-09-28 07:20:42 main:574] : INFO : Epoch 1674 | loss: 0.0311344 | val_loss: 0.0311526 | Time: 2822.02 ms
[2021-09-28 07:20:45 main:574] : INFO : Epoch 1675 | loss: 0.0311353 | val_loss: 0.0311541 | Time: 2880.91 ms
[2021-09-28 07:20:48 main:574] : INFO : Epoch 1676 | loss: 0.0311322 | val_loss: 0.0311596 | Time: 2792.05 ms
[2021-09-28 07:20:51 main:574] : INFO : Epoch 1677 | loss: 0.031129 | val_loss: 0.0311581 | Time: 2817.63 ms
[2021-09-28 07:20:54 main:574] : INFO : Epoch 1678 | loss: 0.0311289 | val_loss: 0.0311567 | Time: 2842.81 ms
[2021-09-28 07:20:56 main:574] : INFO : Epoch 1679 | loss: 0.031131 | val_loss: 0.031169 | Time: 2755.53 ms
[2021-09-28 07:20:59 main:574] : INFO : Epoch 1680 | loss: 0.0311356 | val_loss: 0.0311584 | Time: 2886.16 ms
[2021-09-28 07:21:02 main:574] : INFO : Epoch 1681 | loss: 0.0311316 | val_loss: 0.0311641 | Time: 2795.09 ms
[2021-09-28 07:21:05 main:574] : INFO : Epoch 1682 | loss: 0.0311309 | val_loss: 0.0311597 | Time: 2763.45 ms
[2021-09-28 07:21:08 main:574] : INFO : Epoch 1683 | loss: 0.031131 | val_loss: 0.0311609 | Time: 2793.1 ms
[2021-09-28 07:21:10 main:574] : INFO : Epoch 1684 | loss: 0.0311345 | val_loss: 0.0311595 | Time: 2738.33 ms
[2021-09-28 07:21:13 main:574] : INFO : Epoch 1685 | loss: 0.0311346 | val_loss: 0.0311637 | Time: 2829.46 ms
[2021-09-28 07:21:16 main:574] : INFO : Epoch 1686 | loss: 0.0311357 | val_loss: 0.0311602 | Time: 2936.69 ms
[2021-09-28 07:21:19 main:574] : INFO : Epoch 1687 | loss: 0.0311328 | val_loss: 0.0311596 | Time: 2751.39 ms
[2021-09-28 07:21:22 main:574] : INFO : Epoch 1688 | loss: 0.0311307 | val_loss: 0.0311582 | Time: 2824.92 ms
[2021-09-28 07:21:25 main:574] : INFO : Epoch 1689 | loss: 0.0311307 | val_loss: 0.0311603 | Time: 2753.23 ms
[2021-09-28 07:21:27 main:574] : INFO : Epoch 1690 | loss: 0.0311287 | val_loss: 0.0311602 | Time: 2857.43 ms
[2021-09-28 07:21:30 main:574] : INFO : Epoch 1691 | loss: 0.0311275 | val_loss: 0.0311647 | Time: 2888.63 ms
[2021-09-28 07:21:33 main:574] : INFO : Epoch 1692 | loss: 0.0311345 | val_loss: 0.0311667 | Time: 2684.93 ms
[2021-09-28 07:21:36 main:574] : INFO : Epoch 1693 | loss: 0.031139 | val_loss: 0.0311642 | Time: 2873.9 ms
[2021-09-28 07:21:39 main:574] : INFO : Epoch 1694 | loss: 0.0311347 | val_loss: 0.031165 | Time: 2864.3 ms
[2021-09-28 07:21:42 main:574] : INFO : Epoch 1695 | loss: 0.0311327 | val_loss: 0.0311648 | Time: 2725.16 ms
[2021-09-28 07:21:44 main:574] : INFO : Epoch 1696 | loss: 0.0311303 | val_loss: 0.03116 | Time: 2860.13 ms
[2021-09-28 07:21:47 main:574] : INFO : Epoch 1697 | loss: 0.0311305 | val_loss: 0.0311612 | Time: 2964.92 ms
[2021-09-28 07:21:50 main:574] : INFO : Epoch 1698 | loss: 0.0311319 | val_loss: 0.0311636 | Time: 2804.16 ms
[2021-09-28 07:21:53 main:574] : INFO : Epoch 1699 | loss: 0.0311359 | val_loss: 0.031164 | Time: 2764.02 ms
[2021-09-28 07:21:56 main:574] : INFO : Epoch 1700 | loss: 0.0311434 | val_loss: 0.0311611 | Time: 2962.76 ms
[2021-09-28 07:21:59 main:574] : INFO : Epoch 1701 | loss: 0.0311415 | val_loss: 0.0311658 | Time: 2815.41 ms
[2021-09-28 07:22:02 main:574] : INFO : Epoch 1702 | loss: 0.031138 | val_loss: 0.0311626 | Time: 2766.38 ms
[2021-09-28 07:22:04 main:574] : INFO : Epoch 1703 | loss: 0.0311344 | val_loss: 0.0311641 | Time: 2906.25 ms
[2021-09-28 07:22:07 main:574] : INFO : Epoch 1704 | loss: 0.031133 | val_loss: 0.031158 | Time: 2717.78 ms
[2021-09-28 07:22:10 main:574] : INFO : Epoch 1705 | loss: 0.0311322 | val_loss: 0.0311595 | Time: 2901.83 ms
[2021-09-28 07:22:13 main:574] : INFO : Epoch 1706 | loss: 0.0311325 | val_loss: 0.0311629 | Time: 2854.87 ms
[2021-09-28 07:22:16 main:574] : INFO : Epoch 1707 | loss: 0.0311326 | val_loss: 0.0311615 | Time: 2762.57 ms
[2021-09-28 07:22:18 main:574] : INFO : Epoch 1708 | loss: 0.031132 | val_loss: 0.0311635 | Time: 2801.75 ms
[2021-09-28 07:22:21 main:574] : INFO : Epoch 1709 | loss: 0.03113 | val_loss: 0.0311641 | Time: 2720.13 ms
[2021-09-28 07:22:24 main:574] : INFO : Epoch 1710 | loss: 0.0311385 | val_loss: 0.0311627 | Time: 2830.29 ms
[2021-09-28 07:22:27 main:574] : INFO : Epoch 1711 | loss: 0.0311463 | val_loss: 0.0311652 | Time: 2764.24 ms
[2021-09-28 07:22:30 main:574] : INFO : Epoch 1712 | loss: 0.0311468 | val_loss: 0.0311698 | Time: 2760.87 ms
[2021-09-28 07:22:33 main:574] : INFO : Epoch 1713 | loss: 0.0311436 | val_loss: 0.0311613 | Time: 2924.21 ms
[2021-09-28 07:22:35 main:574] : INFO : Epoch 1714 | loss: 0.0311419 | val_loss: 0.0311619 | Time: 2739.62 ms
[2021-09-28 07:22:38 main:574] : INFO : Epoch 1715 | loss: 0.0311441 | val_loss: 0.0311658 | Time: 2809.63 ms
[2021-09-28 07:22:41 main:574] : INFO : Epoch 1716 | loss: 0.0311491 | val_loss: 0.0311622 | Time: 2816.66 ms
[2021-09-28 07:22:44 main:574] : INFO : Epoch 1717 | loss: 0.0311455 | val_loss: 0.0311641 | Time: 2737.38 ms
[2021-09-28 07:22:47 main:574] : INFO : Epoch 1718 | loss: 0.0311407 | val_loss: 0.0311603 | Time: 2930.13 ms
[2021-09-28 07:22:49 main:574] : INFO : Epoch 1719 | loss: 0.0311384 | val_loss: 0.0311626 | Time: 2742.67 ms
[2021-09-28 07:22:52 main:574] : INFO : Epoch 1720 | loss: 0.0311418 | val_loss: 0.0311604 | Time: 2665.86 ms
[2021-09-28 07:22:55 main:574] : INFO : Epoch 1721 | loss: 0.0311412 | val_loss: 0.031167 | Time: 2898.99 ms
[2021-09-28 07:22:58 main:574] : INFO : Epoch 1722 | loss: 0.0311409 | val_loss: 0.0311625 | Time: 2978.96 ms
[2021-09-28 07:23:01 main:574] : INFO : Epoch 1723 | loss: 0.0311411 | val_loss: 0.0311584 | Time: 2859.89 ms
[2021-09-28 07:23:04 main:574] : INFO : Epoch 1724 | loss: 0.0311387 | val_loss: 0.031158 | Time: 2727.56 ms
[2021-09-28 07:23:06 main:574] : INFO : Epoch 1725 | loss: 0.0311362 | val_loss: 0.0311594 | Time: 2757.38 ms
[2021-09-28 07:23:09 main:574] : INFO : Epoch 1726 | loss: 0.0311502 | val_loss: 0.031163 | Time: 2807.75 ms
[2021-09-28 07:23:12 main:574] : INFO : Epoch 1727 | loss: 0.0311483 | val_loss: 0.0311637 | Time: 2746.34 ms
[2021-09-28 07:23:15 main:574] : INFO : Epoch 1728 | loss: 0.0311465 | val_loss: 0.0311631 | Time: 2920.75 ms
[2021-09-28 07:23:18 main:574] : INFO : Epoch 1729 | loss: 0.0311448 | val_loss: 0.0311623 | Time: 2802.67 ms
[2021-09-28 07:23:21 main:574] : INFO : Epoch 1730 | loss: 0.0311413 | val_loss: 0.0311583 | Time: 2939.48 ms
[2021-09-28 07:23:23 main:574] : INFO : Epoch 1731 | loss: 0.0311418 | val_loss: 0.0311556 | Time: 2892.66 ms
[2021-09-28 07:23:26 main:574] : INFO : Epoch 1732 | loss: 0.031141 | val_loss: 0.031157 | Time: 2824.18 ms
[2021-09-28 07:23:29 main:574] : INFO : Epoch 1733 | loss: 0.0311428 | val_loss: 0.0311592 | Time: 2961.59 ms
[2021-09-28 07:23:32 main:574] : INFO : Epoch 1734 | loss: 0.03114 | val_loss: 0.0311553 | Time: 2770.45 ms
[2021-09-28 07:23:35 main:574] : INFO : Epoch 1735 | loss: 0.0311394 | val_loss: 0.031156 | Time: 2867.98 ms
[2021-09-28 07:23:38 main:574] : INFO : Epoch 1736 | loss: 0.0311356 | val_loss: 0.0311559 | Time: 2804.23 ms
[2021-09-28 07:23:40 main:574] : INFO : Epoch 1737 | loss: 0.031135 | val_loss: 0.0311532 | Time: 2730.77 ms
[2021-09-28 07:23:43 main:574] : INFO : Epoch 1738 | loss: 0.0311365 | val_loss: 0.031157 | Time: 2912.51 ms
[2021-09-28 07:23:46 main:574] : INFO : Epoch 1739 | loss: 0.0311358 | val_loss: 0.0311543 | Time: 2705.81 ms
[2021-09-28 07:23:49 main:574] : INFO : Epoch 1740 | loss: 0.0311336 | val_loss: 0.031158 | Time: 2891.14 ms
[2021-09-28 07:23:52 main:574] : INFO : Epoch 1741 | loss: 0.0311336 | val_loss: 0.0311568 | Time: 2738.5 ms
[2021-09-28 07:23:55 main:574] : INFO : Epoch 1742 | loss: 0.0311334 | val_loss: 0.0311578 | Time: 2786.75 ms
[2021-09-28 07:23:58 main:574] : INFO : Epoch 1743 | loss: 0.0311308 | val_loss: 0.0311555 | Time: 2995.12 ms
[2021-09-28 07:24:00 main:574] : INFO : Epoch 1744 | loss: 0.0311308 | val_loss: 0.0311555 | Time: 2720.81 ms
[2021-09-28 07:24:03 main:574] : INFO : Epoch 1745 | loss: 0.0311309 | val_loss: 0.0311555 | Time: 2781.64 ms
[2021-09-28 07:24:06 main:574] : INFO : Epoch 1746 | loss: 0.0311299 | val_loss: 0.0311568 | Time: 2847.62 ms
[2021-09-28 07:24:09 main:574] : INFO : Epoch 1747 | loss: 0.0311323 | val_loss: 0.0311559 | Time: 2807.9 ms
[2021-09-28 07:24:12 main:574] : INFO : Epoch 1748 | loss: 0.0311311 | val_loss: 0.0311568 | Time: 2876.46 ms
[2021-09-28 07:24:14 main:574] : INFO : Epoch 1749 | loss: 0.0311283 | val_loss: 0.0311563 | Time: 2886.81 ms
[2021-09-28 07:24:17 main:574] : INFO : Epoch 1750 | loss: 0.0311312 | val_loss: 0.0311621 | Time: 2856.76 ms
[2021-09-28 07:24:20 main:574] : INFO : Epoch 1751 | loss: 0.031134 | val_loss: 0.0311552 | Time: 2848.65 ms
[2021-09-28 07:24:23 main:574] : INFO : Epoch 1752 | loss: 0.0311333 | val_loss: 0.0311553 | Time: 2793.74 ms
[2021-09-28 07:24:26 main:574] : INFO : Epoch 1753 | loss: 0.0311313 | val_loss: 0.0311568 | Time: 2747.97 ms
[2021-09-28 07:24:28 main:574] : INFO : Epoch 1754 | loss: 0.0311304 | val_loss: 0.0311581 | Time: 2739.49 ms
[2021-09-28 07:24:31 main:574] : INFO : Epoch 1755 | loss: 0.0311285 | val_loss: 0.0311574 | Time: 2860.35 ms
[2021-09-28 07:24:34 main:574] : INFO : Epoch 1756 | loss: 0.0311287 | val_loss: 0.0311596 | Time: 2786.92 ms
[2021-09-28 07:24:37 main:574] : INFO : Epoch 1757 | loss: 0.031131 | val_loss: 0.0311592 | Time: 2761.78 ms
[2021-09-28 07:24:40 main:574] : INFO : Epoch 1758 | loss: 0.0311326 | val_loss: 0.0311626 | Time: 2797.44 ms
[2021-09-28 07:24:42 main:574] : INFO : Epoch 1759 | loss: 0.0311315 | val_loss: 0.0311593 | Time: 2723.52 ms
[2021-09-28 07:24:45 main:574] : INFO : Epoch 1760 | loss: 0.0311298 | val_loss: 0.0311589 | Time: 2756.88 ms
[2021-09-28 07:24:48 main:574] : INFO : Epoch 1761 | loss: 0.0311269 | val_loss: 0.0311583 | Time: 2896.52 ms
[2021-09-28 07:24:51 main:574] : INFO : Epoch 1762 | loss: 0.0311295 | val_loss: 0.0311589 | Time: 2977.02 ms
[2021-09-28 07:24:54 main:574] : INFO : Epoch 1763 | loss: 0.031133 | val_loss: 0.0311563 | Time: 2917.42 ms
[2021-09-28 07:24:57 main:574] : INFO : Epoch 1764 | loss: 0.0311316 | val_loss: 0.0311559 | Time: 2863.17 ms
[2021-09-28 07:25:00 main:574] : INFO : Epoch 1765 | loss: 0.031129 | val_loss: 0.0311529 | Time: 2699.25 ms
[2021-09-28 07:25:03 main:574] : INFO : Epoch 1766 | loss: 0.0311277 | val_loss: 0.0311576 | Time: 2935.79 ms
[2021-09-28 07:25:05 main:574] : INFO : Epoch 1767 | loss: 0.0311287 | val_loss: 0.0311542 | Time: 2838.46 ms
[2021-09-28 07:25:08 main:574] : INFO : Epoch 1768 | loss: 0.0311299 | val_loss: 0.0311595 | Time: 2909.7 ms
[2021-09-28 07:25:11 main:574] : INFO : Epoch 1769 | loss: 0.0311342 | val_loss: 0.0311543 | Time: 2752.72 ms
[2021-09-28 07:25:14 main:574] : INFO : Epoch 1770 | loss: 0.0311329 | val_loss: 0.0311613 | Time: 2832.84 ms
[2021-09-28 07:25:17 main:574] : INFO : Epoch 1771 | loss: 0.0311287 | val_loss: 0.0311567 | Time: 2723.59 ms
[2021-09-28 07:25:19 main:574] : INFO : Epoch 1772 | loss: 0.0311273 | val_loss: 0.0311547 | Time: 2701.6 ms
[2021-09-28 07:25:22 main:574] : INFO : Epoch 1773 | loss: 0.0311273 | val_loss: 0.0311604 | Time: 2765.56 ms
[2021-09-28 07:25:25 main:574] : INFO : Epoch 1774 | loss: 0.0311285 | val_loss: 0.0311591 | Time: 2757.46 ms
[2021-09-28 07:25:28 main:574] : INFO : Epoch 1775 | loss: 0.0311266 | val_loss: 0.031158 | Time: 2993.72 ms
[2021-09-28 07:25:31 main:574] : INFO : Epoch 1776 | loss: 0.0311268 | val_loss: 0.0311594 | Time: 3082.31 ms
[2021-09-28 07:25:34 main:574] : INFO : Epoch 1777 | loss: 0.0311251 | val_loss: 0.0311668 | Time: 2991.18 ms
[2021-09-28 07:25:37 main:574] : INFO : Epoch 1778 | loss: 0.0311267 | val_loss: 0.0311574 | Time: 2933.88 ms
[2021-09-28 07:25:40 main:574] : INFO : Epoch 1779 | loss: 0.0311252 | val_loss: 0.031159 | Time: 2852.13 ms
[2021-09-28 07:25:43 main:574] : INFO : Epoch 1780 | loss: 0.0311234 | val_loss: 0.031154 | Time: 2838.41 ms
[2021-09-28 07:25:45 main:574] : INFO : Epoch 1781 | loss: 0.0311253 | val_loss: 0.0311558 | Time: 2770.34 ms
[2021-09-28 07:25:48 main:574] : INFO : Epoch 1782 | loss: 0.0311258 | val_loss: 0.0311628 | Time: 2962.94 ms
[2021-09-28 07:25:51 main:574] : INFO : Epoch 1783 | loss: 0.0311285 | val_loss: 0.0311606 | Time: 2760.99 ms
[2021-09-28 07:25:54 main:574] : INFO : Epoch 1784 | loss: 0.0311315 | val_loss: 0.0311683 | Time: 2825.26 ms
[2021-09-28 07:25:57 main:574] : INFO : Epoch 1785 | loss: 0.0311341 | val_loss: 0.0311714 | Time: 2951.69 ms
[2021-09-28 07:26:00 main:574] : INFO : Epoch 1786 | loss: 0.031134 | val_loss: 0.0311565 | Time: 3017.93 ms
[2021-09-28 07:26:03 main:574] : INFO : Epoch 1787 | loss: 0.0311301 | val_loss: 0.0311548 | Time: 2938.51 ms
[2021-09-28 07:26:06 main:574] : INFO : Epoch 1788 | loss: 0.0311296 | val_loss: 0.0311614 | Time: 2735.03 ms
[2021-09-28 07:26:09 main:574] : INFO : Epoch 1789 | loss: 0.0311355 | val_loss: 0.0311599 | Time: 2960.79 ms
[2021-09-28 07:26:11 main:574] : INFO : Epoch 1790 | loss: 0.0311336 | val_loss: 0.0311622 | Time: 2782.43 ms
[2021-09-28 07:26:14 main:574] : INFO : Epoch 1791 | loss: 0.0311307 | val_loss: 0.0311567 | Time: 2903.35 ms
[2021-09-28 07:26:17 main:574] : INFO : Epoch 1792 | loss: 0.0311293 | val_loss: 0.0311581 | Time: 2855.43 ms
[2021-09-28 07:26:20 main:574] : INFO : Epoch 1793 | loss: 0.0311299 | val_loss: 0.03116 | Time: 2866 ms
[2021-09-28 07:26:23 main:574] : INFO : Epoch 1794 | loss: 0.03113 | val_loss: 0.0311598 | Time: 3379.31 ms
[2021-09-28 07:26:27 main:574] : INFO : Epoch 1795 | loss: 0.0311287 | val_loss: 0.0311637 | Time: 3063.6 ms
[2021-09-28 07:26:29 main:574] : INFO : Epoch 1796 | loss: 0.0311277 | val_loss: 0.0311576 | Time: 2861.41 ms
[2021-09-28 07:26:42 main:574] : INFO : Epoch 1797 | loss: 0.0311264 | val_loss: 0.0311591 | Time: 12812.1 ms
[2021-09-28 07:26:45 main:574] : INFO : Epoch 1798 | loss: 0.0311276 | val_loss: 0.0311576 | Time: 2740.15 ms
[2021-09-28 07:26:48 main:574] : INFO : Epoch 1799 | loss: 0.0311278 | val_loss: 0.0311586 | Time: 2763.32 ms
[2021-09-28 07:26:51 main:574] : INFO : Epoch 1800 | loss: 0.0311297 | val_loss: 0.0311635 | Time: 2845.16 ms
[2021-09-28 07:26:53 main:574] : INFO : Epoch 1801 | loss: 0.0311351 | val_loss: 0.031166 | Time: 2837.36 ms
[2021-09-28 07:26:56 main:574] : INFO : Epoch 1802 | loss: 0.0311477 | val_loss: 0.0311594 | Time: 2928.09 ms
[2021-09-28 07:26:59 main:574] : INFO : Epoch 1803 | loss: 0.0311415 | val_loss: 0.0311576 | Time: 2867.84 ms
[2021-09-28 07:27:02 main:574] : INFO : Epoch 1804 | loss: 0.0311379 | val_loss: 0.031159 | Time: 2741.89 ms
[2021-09-28 07:27:05 main:574] : INFO : Epoch 1805 | loss: 0.0311327 | val_loss: 0.0311567 | Time: 3063.59 ms
[2021-09-28 07:27:08 main:574] : INFO : Epoch 1806 | loss: 0.0311313 | val_loss: 0.0311618 | Time: 2741.1 ms
[2021-09-28 07:27:11 main:574] : INFO : Epoch 1807 | loss: 0.0311308 | val_loss: 0.0311611 | Time: 2844.49 ms
[2021-09-28 07:27:13 main:574] : INFO : Epoch 1808 | loss: 0.0311284 | val_loss: 0.0311577 | Time: 2770.35 ms
[2021-09-28 07:27:16 main:574] : INFO : Epoch 1809 | loss: 0.0311287 | val_loss: 0.0311715 | Time: 2818.77 ms
[2021-09-28 07:27:19 main:574] : INFO : Epoch 1810 | loss: 0.0311339 | val_loss: 0.0311588 | Time: 3031.49 ms
[2021-09-28 07:27:22 main:574] : INFO : Epoch 1811 | loss: 0.0311359 | val_loss: 0.0311623 | Time: 2734.64 ms
[2021-09-28 07:27:25 main:574] : INFO : Epoch 1812 | loss: 0.0311323 | val_loss: 0.0311614 | Time: 2848.32 ms
[2021-09-28 07:27:28 main:574] : INFO : Epoch 1813 | loss: 0.0311307 | val_loss: 0.0311616 | Time: 2996.6 ms
[2021-09-28 07:27:31 main:574] : INFO : Epoch 1814 | loss: 0.0311305 | val_loss: 0.0311569 | Time: 2840.67 ms
[2021-09-28 07:27:34 main:574] : INFO : Epoch 1815 | loss: 0.0311291 | val_loss: 0.0311633 | Time: 2935.66 ms
[2021-09-28 07:27:36 main:574] : INFO : Epoch 1816 | loss: 0.0311279 | val_loss: 0.0311636 | Time: 2800.6 ms
[2021-09-28 07:27:39 main:574] : INFO : Epoch 1817 | loss: 0.0311293 | val_loss: 0.0311638 | Time: 2987.32 ms
[2021-09-28 07:27:42 main:574] : INFO : Epoch 1818 | loss: 0.0311317 | val_loss: 0.0311634 | Time: 2870 ms
[2021-09-28 07:27:45 main:574] : INFO : Epoch 1819 | loss: 0.0311326 | val_loss: 0.0311708 | Time: 2799.93 ms
[2021-09-28 07:27:48 main:574] : INFO : Epoch 1820 | loss: 0.0311313 | val_loss: 0.0311604 | Time: 2849.09 ms
[2021-09-28 07:27:51 main:574] : INFO : Epoch 1821 | loss: 0.031128 | val_loss: 0.0311584 | Time: 2768.55 ms
[2021-09-28 07:27:54 main:574] : INFO : Epoch 1822 | loss: 0.0311272 | val_loss: 0.0311631 | Time: 2813.58 ms
[2021-09-28 07:27:56 main:574] : INFO : Epoch 1823 | loss: 0.0311266 | val_loss: 0.0311604 | Time: 2784.92 ms
[2021-09-28 07:27:59 main:574] : INFO : Epoch 1824 | loss: 0.0311314 | val_loss: 0.0311607 | Time: 2905.31 ms
[2021-09-28 07:28:02 main:574] : INFO : Epoch 1825 | loss: 0.0311311 | val_loss: 0.0311592 | Time: 2811.5 ms
[2021-09-28 07:28:05 main:574] : INFO : Epoch 1826 | loss: 0.0311274 | val_loss: 0.0311579 | Time: 2789.7 ms
[2021-09-28 07:28:08 main:574] : INFO : Epoch 1827 | loss: 0.0311251 | val_loss: 0.0311646 | Time: 2848.91 ms
[2021-09-28 07:28:11 main:574] : INFO : Epoch 1828 | loss: 0.0311305 | val_loss: 0.0311577 | Time: 2924.17 ms
[2021-09-28 07:28:14 main:574] : INFO : Epoch 1829 | loss: 0.0311301 | val_loss: 0.0311598 | Time: 2856.12 ms
[2021-09-28 07:28:16 main:574] : INFO : Epoch 1830 | loss: 0.0311293 | val_loss: 0.0311636 | Time: 2823.49 ms
[2021-09-28 07:28:19 main:574] : INFO : Epoch 1831 | loss: 0.031128 | val_loss: 0.0311651 | Time: 2825.85 ms
[2021-09-28 07:28:22 main:574] : INFO : Epoch 1832 | loss: 0.0311297 | val_loss: 0.0311665 | Time: 2898.52 ms
[2021-09-28 07:28:25 main:574] : INFO : Epoch 1833 | loss: 0.0311291 | val_loss: 0.0311578 | Time: 2761.14 ms
[2021-09-28 07:28:28 main:574] : INFO : Epoch 1834 | loss: 0.0311253 | val_loss: 0.0311644 | Time: 2829.2 ms
[2021-09-28 07:28:31 main:574] : INFO : Epoch 1835 | loss: 0.0311242 | val_loss: 0.0311606 | Time: 2832.85 ms
[2021-09-28 07:28:33 main:574] : INFO : Epoch 1836 | loss: 0.0311228 | val_loss: 0.0311624 | Time: 2755.69 ms
[2021-09-28 07:28:36 main:574] : INFO : Epoch 1837 | loss: 0.0311245 | val_loss: 0.0311576 | Time: 2736.6 ms
[2021-09-28 07:28:39 main:574] : INFO : Epoch 1838 | loss: 0.0311275 | val_loss: 0.031163 | Time: 2888.69 ms
[2021-09-28 07:28:42 main:574] : INFO : Epoch 1839 | loss: 0.0311268 | val_loss: 0.0311561 | Time: 2971.65 ms
[2021-09-28 07:28:45 main:574] : INFO : Epoch 1840 | loss: 0.0311258 | val_loss: 0.0311593 | Time: 2853.37 ms
[2021-09-28 07:28:48 main:574] : INFO : Epoch 1841 | loss: 0.0311271 | val_loss: 0.0311637 | Time: 2730.95 ms
[2021-09-28 07:28:50 main:574] : INFO : Epoch 1842 | loss: 0.0311299 | val_loss: 0.0311613 | Time: 2851.76 ms
[2021-09-28 07:28:53 main:574] : INFO : Epoch 1843 | loss: 0.0311332 | val_loss: 0.0311594 | Time: 2718.77 ms
[2021-09-28 07:28:56 main:574] : INFO : Epoch 1844 | loss: 0.031134 | val_loss: 0.0311659 | Time: 2824.19 ms
[2021-09-28 07:28:59 main:574] : INFO : Epoch 1845 | loss: 0.0311334 | val_loss: 0.0311552 | Time: 2873.34 ms
[2021-09-28 07:29:02 main:574] : INFO : Epoch 1846 | loss: 0.0311289 | val_loss: 0.0311576 | Time: 2825.6 ms
[2021-09-28 07:29:05 main:574] : INFO : Epoch 1847 | loss: 0.031129 | val_loss: 0.0311581 | Time: 3032.24 ms
[2021-09-28 07:29:07 main:574] : INFO : Epoch 1848 | loss: 0.0311298 | val_loss: 0.0311639 | Time: 2687.62 ms
[2021-09-28 07:29:10 main:574] : INFO : Epoch 1849 | loss: 0.031132 | val_loss: 0.0311529 | Time: 3005.78 ms
[2021-09-28 07:29:13 main:574] : INFO : Epoch 1850 | loss: 0.0311305 | val_loss: 0.0311549 | Time: 2682.23 ms
[2021-09-28 07:29:16 main:574] : INFO : Epoch 1851 | loss: 0.0311307 | val_loss: 0.0311551 | Time: 2720.96 ms
[2021-09-28 07:29:19 main:574] : INFO : Epoch 1852 | loss: 0.0311274 | val_loss: 0.0311591 | Time: 2874.99 ms
[2021-09-28 07:29:22 main:574] : INFO : Epoch 1853 | loss: 0.0311263 | val_loss: 0.0311578 | Time: 2757.2 ms
[2021-09-28 07:29:24 main:574] : INFO : Epoch 1854 | loss: 0.0311241 | val_loss: 0.0311594 | Time: 2809.1 ms
[2021-09-28 07:29:27 main:574] : INFO : Epoch 1855 | loss: 0.0311218 | val_loss: 0.0311572 | Time: 2940.12 ms
[2021-09-28 07:29:30 main:574] : INFO : Epoch 1856 | loss: 0.0311239 | val_loss: 0.0311585 | Time: 2777.32 ms
[2021-09-28 07:29:33 main:574] : INFO : Epoch 1857 | loss: 0.0311232 | val_loss: 0.0311588 | Time: 2829.94 ms
[2021-09-28 07:29:36 main:574] : INFO : Epoch 1858 | loss: 0.0311255 | val_loss: 0.0311647 | Time: 2746.89 ms
[2021-09-28 07:29:39 main:574] : INFO : Epoch 1859 | loss: 0.0311243 | val_loss: 0.0311619 | Time: 2878.98 ms
[2021-09-28 07:29:41 main:574] : INFO : Epoch 1860 | loss: 0.0311231 | val_loss: 0.0311563 | Time: 2868.93 ms
[2021-09-28 07:29:44 main:574] : INFO : Epoch 1861 | loss: 0.0311265 | val_loss: 0.0311563 | Time: 2785.58 ms
[2021-09-28 07:29:47 main:574] : INFO : Epoch 1862 | loss: 0.0311269 | val_loss: 0.0311635 | Time: 2834.27 ms
[2021-09-28 07:29:50 main:574] : INFO : Epoch 1863 | loss: 0.0311264 | val_loss: 0.0311589 | Time: 2672.81 ms
[2021-09-28 07:29:53 main:574] : INFO : Epoch 1864 | loss: 0.0311279 | val_loss: 0.031154 | Time: 2855.87 ms
[2021-09-28 07:29:55 main:574] : INFO : Epoch 1865 | loss: 0.0311279 | val_loss: 0.0311542 | Time: 2854.87 ms
[2021-09-28 07:29:58 main:574] : INFO : Epoch 1866 | loss: 0.0311243 | val_loss: 0.031163 | Time: 2804.78 ms
[2021-09-28 07:30:01 main:574] : INFO : Epoch 1867 | loss: 0.0311267 | val_loss: 0.0311542 | Time: 2904.1 ms
[2021-09-28 07:30:04 main:574] : INFO : Epoch 1868 | loss: 0.0311259 | val_loss: 0.0311589 | Time: 2935.52 ms
[2021-09-28 07:30:07 main:574] : INFO : Epoch 1869 | loss: 0.0311237 | val_loss: 0.0311544 | Time: 2917.05 ms
[2021-09-28 07:30:10 main:574] : INFO : Epoch 1870 | loss: 0.0311249 | val_loss: 0.0311557 | Time: 2729.82 ms
[2021-09-28 07:30:13 main:574] : INFO : Epoch 1871 | loss: 0.031124 | val_loss: 0.0311518 | Time: 2916.64 ms
[2021-09-28 07:30:15 main:574] : INFO : Epoch 1872 | loss: 0.0311253 | val_loss: 0.0311608 | Time: 2765.86 ms
[2021-09-28 07:30:18 main:574] : INFO : Epoch 1873 | loss: 0.0311302 | val_loss: 0.0311578 | Time: 2724.34 ms
[2021-09-28 07:30:21 main:574] : INFO : Epoch 1874 | loss: 0.0311269 | val_loss: 0.0311595 | Time: 2919.72 ms
[2021-09-28 07:30:24 main:574] : INFO : Epoch 1875 | loss: 0.0311243 | val_loss: 0.0311601 | Time: 2692.67 ms
[2021-09-28 07:30:27 main:574] : INFO : Epoch 1876 | loss: 0.0311231 | val_loss: 0.0311604 | Time: 2977.12 ms
[2021-09-28 07:30:30 main:574] : INFO : Epoch 1877 | loss: 0.0311246 | val_loss: 0.0311586 | Time: 2857.28 ms
[2021-09-28 07:30:32 main:574] : INFO : Epoch 1878 | loss: 0.0311255 | val_loss: 0.0311617 | Time: 2699.86 ms
[2021-09-28 07:30:35 main:574] : INFO : Epoch 1879 | loss: 0.0311276 | val_loss: 0.0311594 | Time: 2691.33 ms
[2021-09-28 07:30:38 main:574] : INFO : Epoch 1880 | loss: 0.0311267 | val_loss: 0.0311604 | Time: 2855.44 ms
[2021-09-28 07:30:41 main:574] : INFO : Epoch 1881 | loss: 0.0311261 | val_loss: 0.0311632 | Time: 2865.86 ms
[2021-09-28 07:30:44 main:574] : INFO : Epoch 1882 | loss: 0.0311253 | val_loss: 0.0311558 | Time: 2865.36 ms
[2021-09-28 07:30:47 main:574] : INFO : Epoch 1883 | loss: 0.0311252 | val_loss: 0.0311555 | Time: 2842.26 ms
[2021-09-28 07:30:50 main:574] : INFO : Epoch 1884 | loss: 0.0311298 | val_loss: 0.031157 | Time: 2964.64 ms
[2021-09-28 07:30:52 main:574] : INFO : Epoch 1885 | loss: 0.0311293 | val_loss: 0.0311555 | Time: 2756.81 ms
[2021-09-28 07:30:55 main:574] : INFO : Epoch 1886 | loss: 0.0311266 | val_loss: 0.0311591 | Time: 2761.93 ms
[2021-09-28 07:30:58 main:574] : INFO : Epoch 1887 | loss: 0.0311275 | val_loss: 0.0311553 | Time: 2828.68 ms
[2021-09-28 07:31:01 main:574] : INFO : Epoch 1888 | loss: 0.031129 | val_loss: 0.0311554 | Time: 2720.87 ms
[2021-09-28 07:31:03 main:574] : INFO : Epoch 1889 | loss: 0.0311318 | val_loss: 0.0311588 | Time: 2805.15 ms
[2021-09-28 07:31:06 main:574] : INFO : Epoch 1890 | loss: 0.0311301 | val_loss: 0.0311522 | Time: 2864.93 ms
[2021-09-28 07:31:09 main:574] : INFO : Epoch 1891 | loss: 0.0311298 | val_loss: 0.0311587 | Time: 2851.33 ms
[2021-09-28 07:31:12 main:574] : INFO : Epoch 1892 | loss: 0.0311266 | val_loss: 0.031158 | Time: 2845.78 ms
[2021-09-28 07:31:15 main:574] : INFO : Epoch 1893 | loss: 0.0311283 | val_loss: 0.0311556 | Time: 2722.01 ms
[2021-09-28 07:31:18 main:574] : INFO : Epoch 1894 | loss: 0.0311335 | val_loss: 0.0311632 | Time: 2892.32 ms
[2021-09-28 07:31:20 main:574] : INFO : Epoch 1895 | loss: 0.0311315 | val_loss: 0.0311641 | Time: 2826.75 ms
[2021-09-28 07:31:23 main:574] : INFO : Epoch 1896 | loss: 0.03113 | val_loss: 0.0311554 | Time: 2830.94 ms
[2021-09-28 07:31:26 main:574] : INFO : Epoch 1897 | loss: 0.031128 | val_loss: 0.0311592 | Time: 2898.99 ms
[2021-09-28 07:31:29 main:574] : INFO : Epoch 1898 | loss: 0.0311277 | val_loss: 0.03116 | Time: 2837.66 ms
[2021-09-28 07:31:32 main:574] : INFO : Epoch 1899 | loss: 0.0311279 | val_loss: 0.0311606 | Time: 2780.98 ms
[2021-09-28 07:31:35 main:574] : INFO : Epoch 1900 | loss: 0.031128 | val_loss: 0.0311573 | Time: 2769.49 ms
[2021-09-28 07:31:37 main:574] : INFO : Epoch 1901 | loss: 0.0311262 | val_loss: 0.0311623 | Time: 2795.57 ms
[2021-09-28 07:31:40 main:574] : INFO : Epoch 1902 | loss: 0.0311293 | val_loss: 0.031159 | Time: 2717.05 ms
[2021-09-28 07:31:43 main:574] : INFO : Epoch 1903 | loss: 0.0311255 | val_loss: 0.0311535 | Time: 2736.21 ms
[2021-09-28 07:31:46 main:574] : INFO : Epoch 1904 | loss: 0.0311241 | val_loss: 0.0311599 | Time: 2791.67 ms
[2021-09-28 07:31:49 main:574] : INFO : Epoch 1905 | loss: 0.0311244 | val_loss: 0.0311568 | Time: 2886.25 ms
[2021-09-28 07:31:52 main:574] : INFO : Epoch 1906 | loss: 0.0311252 | val_loss: 0.0311555 | Time: 2891.95 ms
[2021-09-28 07:31:54 main:574] : INFO : Epoch 1907 | loss: 0.0311319 | val_loss: 0.0311634 | Time: 2783.31 ms
[2021-09-28 07:31:57 main:574] : INFO : Epoch 1908 | loss: 0.0311417 | val_loss: 0.0311635 | Time: 2908.7 ms
[2021-09-28 07:32:00 main:574] : INFO : Epoch 1909 | loss: 0.0311374 | val_loss: 0.0311597 | Time: 2881.4 ms
[2021-09-28 07:32:03 main:574] : INFO : Epoch 1910 | loss: 0.0311371 | val_loss: 0.0311588 | Time: 2751.23 ms
[2021-09-28 07:32:06 main:574] : INFO : Epoch 1911 | loss: 0.0311343 | val_loss: 0.0311581 | Time: 2866.22 ms
[2021-09-28 07:32:08 main:574] : INFO : Epoch 1912 | loss: 0.0311342 | val_loss: 0.0311586 | Time: 2746.02 ms
[2021-09-28 07:32:11 main:574] : INFO : Epoch 1913 | loss: 0.0311415 | val_loss: 0.0311676 | Time: 2855.56 ms
[2021-09-28 07:32:14 main:574] : INFO : Epoch 1914 | loss: 0.0311476 | val_loss: 0.0311784 | Time: 2765.66 ms
[2021-09-28 07:32:17 main:574] : INFO : Epoch 1915 | loss: 0.0311384 | val_loss: 0.0311598 | Time: 2817.03 ms
[2021-09-28 07:32:20 main:574] : INFO : Epoch 1916 | loss: 0.0311356 | val_loss: 0.0311538 | Time: 2870.64 ms
[2021-09-28 07:32:23 main:574] : INFO : Epoch 1917 | loss: 0.031131 | val_loss: 0.0311538 | Time: 2937.47 ms
[2021-09-28 07:32:26 main:574] : INFO : Epoch 1918 | loss: 0.0311329 | val_loss: 0.0311623 | Time: 2774.95 ms
[2021-09-28 07:32:28 main:574] : INFO : Epoch 1919 | loss: 0.0311303 | val_loss: 0.0311566 | Time: 2800.2 ms
[2021-09-28 07:32:31 main:574] : INFO : Epoch 1920 | loss: 0.0311287 | val_loss: 0.0311574 | Time: 2787.7 ms
[2021-09-28 07:32:34 main:574] : INFO : Epoch 1921 | loss: 0.0311273 | val_loss: 0.0311572 | Time: 2738.19 ms
[2021-09-28 07:32:37 main:574] : INFO : Epoch 1922 | loss: 0.0311282 | val_loss: 0.0311564 | Time: 2734.59 ms
[2021-09-28 07:32:40 main:574] : INFO : Epoch 1923 | loss: 0.031127 | val_loss: 0.0311581 | Time: 2861.31 ms
[2021-09-28 07:32:42 main:574] : INFO : Epoch 1924 | loss: 0.0311241 | val_loss: 0.0311591 | Time: 2894.53 ms
[2021-09-28 07:32:45 main:574] : INFO : Epoch 1925 | loss: 0.0311238 | val_loss: 0.0311587 | Time: 2816.8 ms
[2021-09-28 07:32:48 main:574] : INFO : Epoch 1926 | loss: 0.0311241 | val_loss: 0.0311567 | Time: 2901.48 ms
[2021-09-28 07:32:51 main:574] : INFO : Epoch 1927 | loss: 0.0311226 | val_loss: 0.0311619 | Time: 2829.15 ms
[2021-09-28 07:32:54 main:574] : INFO : Epoch 1928 | loss: 0.0311223 | val_loss: 0.0311585 | Time: 2789.36 ms
[2021-09-28 07:32:57 main:574] : INFO : Epoch 1929 | loss: 0.031124 | val_loss: 0.0311552 | Time: 2807.29 ms
[2021-09-28 07:32:59 main:574] : INFO : Epoch 1930 | loss: 0.0311256 | val_loss: 0.0311577 | Time: 2850.97 ms
[2021-09-28 07:33:02 main:574] : INFO : Epoch 1931 | loss: 0.0311244 | val_loss: 0.0311537 | Time: 2826.47 ms
[2021-09-28 07:33:05 main:574] : INFO : Epoch 1932 | loss: 0.0311254 | val_loss: 0.0311604 | Time: 2835.96 ms
[2021-09-28 07:33:08 main:574] : INFO : Epoch 1933 | loss: 0.0311246 | val_loss: 0.0311567 | Time: 2864.69 ms
[2021-09-28 07:33:11 main:574] : INFO : Epoch 1934 | loss: 0.0311249 | val_loss: 0.0311664 | Time: 2823.38 ms
[2021-09-28 07:33:14 main:574] : INFO : Epoch 1935 | loss: 0.0311264 | val_loss: 0.0311553 | Time: 2903.3 ms
[2021-09-28 07:33:17 main:574] : INFO : Epoch 1936 | loss: 0.0311257 | val_loss: 0.0311547 | Time: 2830.93 ms
[2021-09-28 07:33:19 main:574] : INFO : Epoch 1937 | loss: 0.0311263 | val_loss: 0.0311551 | Time: 2886.41 ms
[2021-09-28 07:33:22 main:574] : INFO : Epoch 1938 | loss: 0.0311269 | val_loss: 0.0311546 | Time: 2744.56 ms
[2021-09-28 07:33:25 main:574] : INFO : Epoch 1939 | loss: 0.0311241 | val_loss: 0.0311598 | Time: 2976.85 ms
[2021-09-28 07:33:28 main:574] : INFO : Epoch 1940 | loss: 0.031124 | val_loss: 0.0311653 | Time: 2776.96 ms
[2021-09-28 07:33:31 main:574] : INFO : Epoch 1941 | loss: 0.0311261 | val_loss: 0.031162 | Time: 2984.32 ms
[2021-09-28 07:33:34 main:574] : INFO : Epoch 1942 | loss: 0.0311294 | val_loss: 0.0311591 | Time: 2800.87 ms
[2021-09-28 07:33:37 main:574] : INFO : Epoch 1943 | loss: 0.0311338 | val_loss: 0.031156 | Time: 2880.98 ms
[2021-09-28 07:33:40 main:574] : INFO : Epoch 1944 | loss: 0.0311334 | val_loss: 0.0311682 | Time: 2819.39 ms
[2021-09-28 07:33:42 main:574] : INFO : Epoch 1945 | loss: 0.0311291 | val_loss: 0.0311612 | Time: 2696.09 ms
[2021-09-28 07:33:45 main:574] : INFO : Epoch 1946 | loss: 0.0311257 | val_loss: 0.0311578 | Time: 2881.89 ms
[2021-09-28 07:33:48 main:574] : INFO : Epoch 1947 | loss: 0.0311249 | val_loss: 0.031161 | Time: 2680.67 ms
[2021-09-28 07:33:51 main:574] : INFO : Epoch 1948 | loss: 0.0311264 | val_loss: 0.031162 | Time: 2783.02 ms
[2021-09-28 07:33:53 main:574] : INFO : Epoch 1949 | loss: 0.0311245 | val_loss: 0.0311565 | Time: 2778.52 ms
[2021-09-28 07:33:56 main:574] : INFO : Epoch 1950 | loss: 0.0311221 | val_loss: 0.0311597 | Time: 2769.19 ms
[2021-09-28 07:33:59 main:574] : INFO : Epoch 1951 | loss: 0.0311244 | val_loss: 0.0311555 | Time: 2850.96 ms
[2021-09-28 07:34:02 main:574] : INFO : Epoch 1952 | loss: 0.031125 | val_loss: 0.0311548 | Time: 2884.23 ms
[2021-09-28 07:34:05 main:574] : INFO : Epoch 1953 | loss: 0.031126 | val_loss: 0.0311563 | Time: 2694.01 ms
[2021-09-28 07:34:07 main:574] : INFO : Epoch 1954 | loss: 0.0311251 | val_loss: 0.0311527 | Time: 2886.3 ms
[2021-09-28 07:34:10 main:574] : INFO : Epoch 1955 | loss: 0.0311223 | val_loss: 0.0311518 | Time: 2684.27 ms
[2021-09-28 07:34:13 main:574] : INFO : Epoch 1956 | loss: 0.0311213 | val_loss: 0.0311544 | Time: 2885.49 ms
[2021-09-28 07:34:16 main:574] : INFO : Epoch 1957 | loss: 0.0311219 | val_loss: 0.0311535 | Time: 2820.47 ms
[2021-09-28 07:34:19 main:574] : INFO : Epoch 1958 | loss: 0.0311238 | val_loss: 0.0311575 | Time: 2697.27 ms
[2021-09-28 07:34:22 main:574] : INFO : Epoch 1959 | loss: 0.0311229 | val_loss: 0.0311533 | Time: 2921.75 ms
[2021-09-28 07:34:24 main:574] : INFO : Epoch 1960 | loss: 0.0311225 | val_loss: 0.0311565 | Time: 2747.1 ms
[2021-09-28 07:34:27 main:574] : INFO : Epoch 1961 | loss: 0.0311215 | val_loss: 0.0311571 | Time: 2815.4 ms
[2021-09-28 07:34:30 main:574] : INFO : Epoch 1962 | loss: 0.0311199 | val_loss: 0.0311562 | Time: 2812 ms
[2021-09-28 07:34:33 main:574] : INFO : Epoch 1963 | loss: 0.0311205 | val_loss: 0.0311614 | Time: 2930.75 ms
[2021-09-28 07:34:36 main:574] : INFO : Epoch 1964 | loss: 0.03112 | val_loss: 0.0311576 | Time: 2860.25 ms
[2021-09-28 07:34:38 main:574] : INFO : Epoch 1965 | loss: 0.0311245 | val_loss: 0.0311583 | Time: 2732.59 ms
[2021-09-28 07:34:41 main:574] : INFO : Epoch 1966 | loss: 0.0311216 | val_loss: 0.0311593 | Time: 2706.3 ms
[2021-09-28 07:34:44 main:574] : INFO : Epoch 1967 | loss: 0.031123 | val_loss: 0.0311564 | Time: 2710.11 ms
[2021-09-28 07:34:47 main:574] : INFO : Epoch 1968 | loss: 0.0311199 | val_loss: 0.0311591 | Time: 2797.59 ms
[2021-09-28 07:34:50 main:574] : INFO : Epoch 1969 | loss: 0.0311259 | val_loss: 0.0311662 | Time: 2892.6 ms
[2021-09-28 07:34:52 main:574] : INFO : Epoch 1970 | loss: 0.0311231 | val_loss: 0.0311548 | Time: 2876.42 ms
[2021-09-28 07:34:55 main:574] : INFO : Epoch 1971 | loss: 0.031123 | val_loss: 0.0311569 | Time: 2864.06 ms
[2021-09-28 07:34:58 main:574] : INFO : Epoch 1972 | loss: 0.0311245 | val_loss: 0.0311562 | Time: 2791.72 ms
[2021-09-28 07:35:01 main:574] : INFO : Epoch 1973 | loss: 0.03113 | val_loss: 0.031157 | Time: 2834.36 ms
[2021-09-28 07:35:04 main:574] : INFO : Epoch 1974 | loss: 0.0311313 | val_loss: 0.0311617 | Time: 2935.28 ms
[2021-09-28 07:35:07 main:574] : INFO : Epoch 1975 | loss: 0.0311325 | val_loss: 0.0311636 | Time: 2821.36 ms
[2021-09-28 07:35:10 main:574] : INFO : Epoch 1976 | loss: 0.0311327 | val_loss: 0.0311623 | Time: 3042.08 ms
[2021-09-28 07:35:13 main:574] : INFO : Epoch 1977 | loss: 0.0311267 | val_loss: 0.0311591 | Time: 2837.22 ms
[2021-09-28 07:35:16 main:574] : INFO : Epoch 1978 | loss: 0.0311252 | val_loss: 0.0311577 | Time: 2929.8 ms
[2021-09-28 07:35:18 main:574] : INFO : Epoch 1979 | loss: 0.0311254 | val_loss: 0.0311561 | Time: 2876.02 ms
[2021-09-28 07:35:21 main:574] : INFO : Epoch 1980 | loss: 0.0311301 | val_loss: 0.0311553 | Time: 2755.81 ms
[2021-09-28 07:35:24 main:574] : INFO : Epoch 1981 | loss: 0.031131 | val_loss: 0.0311604 | Time: 2939.3 ms
[2021-09-28 07:35:27 main:574] : INFO : Epoch 1982 | loss: 0.031129 | val_loss: 0.0311592 | Time: 2741.77 ms
[2021-09-28 07:35:30 main:574] : INFO : Epoch 1983 | loss: 0.0311267 | val_loss: 0.0311564 | Time: 2843.9 ms
[2021-09-28 07:35:33 main:574] : INFO : Epoch 1984 | loss: 0.0311274 | val_loss: 0.0311561 | Time: 2871.46 ms
[2021-09-28 07:35:36 main:574] : INFO : Epoch 1985 | loss: 0.031124 | val_loss: 0.0311595 | Time: 2864.04 ms
[2021-09-28 07:35:38 main:574] : INFO : Epoch 1986 | loss: 0.0311319 | val_loss: 0.0311567 | Time: 2841.55 ms
[2021-09-28 07:35:41 main:574] : INFO : Epoch 1987 | loss: 0.0311323 | val_loss: 0.0311525 | Time: 2708.25 ms
[2021-09-28 07:35:44 main:574] : INFO : Epoch 1988 | loss: 0.0311371 | val_loss: 0.0311595 | Time: 2713.11 ms
[2021-09-28 07:35:47 main:574] : INFO : Epoch 1989 | loss: 0.0311379 | val_loss: 0.0311629 | Time: 2910.02 ms
[2021-09-28 07:35:50 main:574] : INFO : Epoch 1990 | loss: 0.0311346 | val_loss: 0.031158 | Time: 2762.04 ms
[2021-09-28 07:35:52 main:574] : INFO : Epoch 1991 | loss: 0.0311326 | val_loss: 0.0311635 | Time: 2873.72 ms
[2021-09-28 07:35:55 main:574] : INFO : Epoch 1992 | loss: 0.0311305 | val_loss: 0.0311601 | Time: 2719.73 ms
[2021-09-28 07:35:58 main:574] : INFO : Epoch 1993 | loss: 0.0311333 | val_loss: 0.0311577 | Time: 2938.59 ms
[2021-09-28 07:36:01 main:574] : INFO : Epoch 1994 | loss: 0.0311284 | val_loss: 0.0311528 | Time: 2936.12 ms
[2021-09-28 07:36:04 main:574] : INFO : Epoch 1995 | loss: 0.0311321 | val_loss: 0.0311528 | Time: 2787.46 ms
[2021-09-28 07:36:07 main:574] : INFO : Epoch 1996 | loss: 0.0311281 | val_loss: 0.0311496 | Time: 2796.11 ms
[2021-09-28 07:36:09 main:574] : INFO : Epoch 1997 | loss: 0.0311284 | val_loss: 0.0311533 | Time: 2756.63 ms
[2021-09-28 07:36:12 main:574] : INFO : Epoch 1998 | loss: 0.0311253 | val_loss: 0.0311536 | Time: 2759.02 ms
[2021-09-28 07:36:15 main:574] : INFO : Epoch 1999 | loss: 0.0311277 | val_loss: 0.03116 | Time: 2808.69 ms
[2021-09-28 07:36:18 main:574] : INFO : Epoch 2000 | loss: 0.0311316 | val_loss: 0.0311595 | Time: 2759.74 ms
[2021-09-28 07:36:21 main:574] : INFO : Epoch 2001 | loss: 0.0311313 | val_loss: 0.0311535 | Time: 2830.68 ms
[2021-09-28 07:36:23 main:574] : INFO : Epoch 2002 | loss: 0.0311281 | val_loss: 0.0311567 | Time: 2819.36 ms
[2021-09-28 07:36:26 main:574] : INFO : Epoch 2003 | loss: 0.0311249 | val_loss: 0.0311591 | Time: 2876.44 ms
[2021-09-28 07:36:29 main:574] : INFO : Epoch 2004 | loss: 0.0311271 | val_loss: 0.0311573 | Time: 2805.8 ms
[2021-09-28 07:36:32 main:574] : INFO : Epoch 2005 | loss: 0.0311261 | val_loss: 0.031156 | Time: 2759.43 ms
[2021-09-28 07:36:35 main:574] : INFO : Epoch 2006 | loss: 0.0311243 | val_loss: 0.0311609 | Time: 2842.2 ms
[2021-09-28 07:36:38 main:574] : INFO : Epoch 2007 | loss: 0.0311313 | val_loss: 0.0311643 | Time: 2913.74 ms
[2021-09-28 07:36:40 main:574] : INFO : Epoch 2008 | loss: 0.0311348 | val_loss: 0.0311587 | Time: 2782.72 ms
[2021-09-28 07:36:43 main:574] : INFO : Epoch 2009 | loss: 0.0311325 | val_loss: 0.0311617 | Time: 2781.39 ms
[2021-09-28 07:36:46 main:574] : INFO : Epoch 2010 | loss: 0.0311281 | val_loss: 0.0311573 | Time: 2917.53 ms
[2021-09-28 07:36:49 main:574] : INFO : Epoch 2011 | loss: 0.0311244 | val_loss: 0.0311648 | Time: 2844.73 ms
[2021-09-28 07:36:52 main:574] : INFO : Epoch 2012 | loss: 0.0311301 | val_loss: 0.031166 | Time: 2714.96 ms
[2021-09-28 07:36:55 main:574] : INFO : Epoch 2013 | loss: 0.0311301 | val_loss: 0.0311734 | Time: 2816.68 ms
[2021-09-28 07:36:57 main:574] : INFO : Epoch 2014 | loss: 0.0311345 | val_loss: 0.0311676 | Time: 2753.42 ms
[2021-09-28 07:37:00 main:574] : INFO : Epoch 2015 | loss: 0.0311312 | val_loss: 0.031161 | Time: 2722.25 ms
[2021-09-28 07:37:03 main:574] : INFO : Epoch 2016 | loss: 0.0311283 | val_loss: 0.0311576 | Time: 2806.65 ms
[2021-09-28 07:37:06 main:574] : INFO : Epoch 2017 | loss: 0.0311268 | val_loss: 0.0311604 | Time: 2831.24 ms
[2021-09-28 07:37:08 main:574] : INFO : Epoch 2018 | loss: 0.0311303 | val_loss: 0.0311571 | Time: 2762.45 ms
[2021-09-28 07:37:11 main:574] : INFO : Epoch 2019 | loss: 0.031131 | val_loss: 0.0311575 | Time: 2854.25 ms
[2021-09-28 07:37:14 main:574] : INFO : Epoch 2020 | loss: 0.0311255 | val_loss: 0.031162 | Time: 2777.26 ms
[2021-09-28 07:37:17 main:574] : INFO : Epoch 2021 | loss: 0.0311243 | val_loss: 0.0311592 | Time: 2802.73 ms
[2021-09-28 07:37:20 main:574] : INFO : Epoch 2022 | loss: 0.0311341 | val_loss: 0.0311683 | Time: 2795.34 ms
[2021-09-28 07:37:23 main:574] : INFO : Epoch 2023 | loss: 0.0311532 | val_loss: 0.0311655 | Time: 2833.66 ms
[2021-09-28 07:37:26 main:574] : INFO : Epoch 2024 | loss: 0.0311474 | val_loss: 0.0311629 | Time: 2961.74 ms
[2021-09-28 07:37:28 main:574] : INFO : Epoch 2025 | loss: 0.0311452 | val_loss: 0.0311597 | Time: 2849.31 ms
[2021-09-28 07:37:31 main:574] : INFO : Epoch 2026 | loss: 0.0311399 | val_loss: 0.031161 | Time: 2962.8 ms
[2021-09-28 07:37:34 main:574] : INFO : Epoch 2027 | loss: 0.0311383 | val_loss: 0.0311627 | Time: 2704.54 ms
[2021-09-28 07:37:37 main:574] : INFO : Epoch 2028 | loss: 0.0311374 | val_loss: 0.0311583 | Time: 2840.2 ms
[2021-09-28 07:37:40 main:574] : INFO : Epoch 2029 | loss: 0.0311351 | val_loss: 0.0311568 | Time: 2778.6 ms
[2021-09-28 07:37:43 main:574] : INFO : Epoch 2030 | loss: 0.0311347 | val_loss: 0.0311581 | Time: 2843.19 ms
[2021-09-28 07:37:45 main:574] : INFO : Epoch 2031 | loss: 0.0311334 | val_loss: 0.0311562 | Time: 2960.28 ms
[2021-09-28 07:37:48 main:574] : INFO : Epoch 2032 | loss: 0.0311362 | val_loss: 0.0311607 | Time: 2879.26 ms
[2021-09-28 07:37:51 main:574] : INFO : Epoch 2033 | loss: 0.0311333 | val_loss: 0.0311603 | Time: 2840.21 ms
[2021-09-28 07:37:54 main:574] : INFO : Epoch 2034 | loss: 0.0311328 | val_loss: 0.0311549 | Time: 2868.92 ms
[2021-09-28 07:37:57 main:574] : INFO : Epoch 2035 | loss: 0.0311307 | val_loss: 0.0311583 | Time: 2831.98 ms
[2021-09-28 07:38:00 main:574] : INFO : Epoch 2036 | loss: 0.0311311 | val_loss: 0.0311582 | Time: 2910.5 ms
[2021-09-28 07:38:03 main:574] : INFO : Epoch 2037 | loss: 0.0311307 | val_loss: 0.0311579 | Time: 2914.07 ms
[2021-09-28 07:38:06 main:574] : INFO : Epoch 2038 | loss: 0.0311307 | val_loss: 0.031156 | Time: 3058.85 ms
[2021-09-28 07:38:09 main:574] : INFO : Epoch 2039 | loss: 0.0311317 | val_loss: 0.0311602 | Time: 2689.79 ms
[2021-09-28 07:38:11 main:574] : INFO : Epoch 2040 | loss: 0.0311329 | val_loss: 0.031164 | Time: 2944.7 ms
[2021-09-28 07:38:15 main:574] : INFO : Epoch 2041 | loss: 0.0311346 | val_loss: 0.0311575 | Time: 3119.93 ms
[2021-09-28 07:38:18 main:574] : INFO : Epoch 2042 | loss: 0.0311353 | val_loss: 0.0311589 | Time: 3280.74 ms
[2021-09-28 07:38:21 main:574] : INFO : Epoch 2043 | loss: 0.0311375 | val_loss: 0.0311542 | Time: 2939.71 ms
[2021-09-28 07:38:24 main:574] : INFO : Epoch 2044 | loss: 0.0311467 | val_loss: 0.03116 | Time: 2935.25 ms
[2021-09-28 07:38:27 main:574] : INFO : Epoch 2045 | loss: 0.0311447 | val_loss: 0.0311562 | Time: 2902.43 ms
[2021-09-28 07:38:30 main:574] : INFO : Epoch 2046 | loss: 0.0311423 | val_loss: 0.0311538 | Time: 2891.22 ms
[2021-09-28 07:38:32 main:574] : INFO : Epoch 2047 | loss: 0.0311425 | val_loss: 0.0311553 | Time: 2838.04 ms
[2021-09-28 07:38:35 main:574] : INFO : Epoch 2048 | loss: 0.0311414 | val_loss: 0.0311551 | Time: 2856.19 ms
[2021-09-28 07:38:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311551
[2021-09-28 07:38:35 main:603] : INFO : Saving end state to config to file
[2021-09-28 07:38:35 main:608] : INFO : Success, exiting..
07:38:35 (6320): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)