Task 4183656
| Name | ParityMachine-1613188577-8381-1_0 |
| Workunit | 2282158 |
| Created | 26 Feb 2021, 1:48:00 UTC |
| Sent | 5 Mar 2021, 18:00:05 UTC |
| Report deadline | 12 Mar 2021, 18:00:05 UTC |
| Received | 5 Mar 2021, 20:09:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 129 |
| Run time | 1 hours 24 min 25 sec |
| CPU time | 45 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,673.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 14.54 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 8 main:581] : INFO : Epoch 1538 | loss: 0.0311358 | val_loss: 0.0311825 | Time: 2687.18 ms [2021-03-05 11:46:51 main:581] : INFO : Epoch 1539 | loss: 0.0311307 | val_loss: 0.0311742 | Time: 2690.61 ms [2021-03-05 11:46:53 main:581] : INFO : Epoch 1540 | loss: 0.0311308 | val_loss: 0.0311724 | Time: 2689.16 ms [2021-03-05 11:46:56 main:581] : INFO : Epoch 1541 | loss: 0.0311403 | val_loss: 0.0311738 | Time: 2673.8 ms [2021-03-05 11:46:59 main:581] : INFO : Epoch 1542 | loss: 0.0311301 | val_loss: 0.0311848 | Time: 2710.06 ms [2021-03-05 11:47:02 main:581] : INFO : Epoch 1543 | loss: 0.0311328 | val_loss: 0.031179 | Time: 2711.18 ms [2021-03-05 11:47:04 main:581] : INFO : Epoch 1544 | loss: 0.0311323 | val_loss: 0.0311766 | Time: 2706.93 ms [2021-03-05 11:47:07 main:581] : INFO : Epoch 1545 | loss: 0.0311347 | val_loss: 0.0311787 | Time: 2689.71 ms [2021-03-05 11:47:10 main:581] : INFO : Epoch 1546 | loss: 0.0311323 | val_loss: 0.0311716 | Time: 2710 ms [2021-03-05 11:47:12 main:581] : INFO : Epoch 1547 | loss: 0.0311382 | val_loss: 0.0311717 | Time: 2684.31 ms [2021-03-05 11:47:15 main:581] : INFO : Epoch 1548 | loss: 0.0311353 | val_loss: 0.0311754 | Time: 2690.76 ms [2021-03-05 11:47:18 main:581] : INFO : Epoch 1549 | loss: 0.0311323 | val_loss: 0.0311754 | Time: 2690.84 ms [2021-03-05 11:47:20 main:581] : INFO : Epoch 1550 | loss: 0.0311303 | val_loss: 0.0311723 | Time: 2699.45 ms [2021-03-05 11:47:23 main:581] : INFO : Epoch 1551 | loss: 0.0311311 | val_loss: 0.0311736 | Time: 2701.45 ms [2021-03-05 11:47:26 main:581] : INFO : Epoch 1552 | loss: 0.0311336 | val_loss: 0.0311953 | Time: 2690.91 ms [2021-03-05 11:47:29 main:581] : INFO : Epoch 1553 | loss: 0.0311298 | val_loss: 0.0311756 | Time: 2690.6 ms [2021-03-05 11:47:31 main:581] : INFO : Epoch 1554 | loss: 0.0311316 | val_loss: 0.0311744 | Time: 2689.31 ms [2021-03-05 11:47:34 main:581] : INFO : Epoch 1555 | loss: 0.0311322 | val_loss: 0.0311795 | Time: 2675.98 ms [2021-03-05 11:47:37 main:581] : INFO : Epoch 1556 | loss: 0.0311342 | val_loss: 0.0311756 | Time: 2695.87 ms [2021-03-05 11:47:39 main:581] : INFO : Epoch 1557 | loss: 0.0311325 | val_loss: 0.0311817 | Time: 2701.45 ms [2021-03-05 11:47:42 main:581] : INFO : Epoch 1558 | loss: 0.0311338 | val_loss: 0.0311846 | Time: 2705.06 ms [2021-03-05 11:47:45 main:581] : INFO : Epoch 1559 | loss: 0.0311424 | val_loss: 0.0311797 | Time: 2706.97 ms [2021-03-05 11:47:47 main:581] : INFO : Epoch 1560 | loss: 0.0311396 | val_loss: 0.0311785 | Time: 2686.14 ms [2021-03-05 11:47:50 main:581] : INFO : Epoch 1561 | loss: 0.0311395 | val_loss: 0.0311765 | Time: 2695.91 ms [2021-03-05 11:47:53 main:581] : INFO : Epoch 1562 | loss: 0.0311312 | val_loss: 0.0311778 | Time: 2689.29 ms [2021-03-05 11:47:56 main:581] : INFO : Epoch 1563 | loss: 0.0311273 | val_loss: 0.0311883 | Time: 2711.92 ms [2021-03-05 11:47:58 main:581] : INFO : Epoch 1564 | loss: 0.0311332 | val_loss: 0.0311773 | Time: 2691.82 ms [2021-03-05 11:48:01 main:581] : INFO : Epoch 1565 | loss: 0.03113 | val_loss: 0.0311749 | Time: 2694.02 ms [2021-03-05 11:48:04 main:581] : INFO : Epoch 1566 | loss: 0.0311355 | val_loss: 0.0311735 | Time: 2701.13 ms [2021-03-05 11:48:06 main:581] : INFO : Epoch 1567 | loss: 0.031133 | val_loss: 0.0311791 | Time: 2695.25 ms [2021-03-05 11:48:09 main:581] : INFO : Epoch 1568 | loss: 0.0311335 | val_loss: 0.031177 | Time: 2697.68 ms [2021-03-05 11:48:12 main:581] : INFO : Epoch 1569 | loss: 0.0311352 | val_loss: 0.0311706 | Time: 2696.19 ms [2021-03-05 11:48:14 main:581] : INFO : Epoch 1570 | loss: 0.0311292 | val_loss: 0.0311785 | Time: 2683.56 ms [2021-03-05 11:48:17 main:581] : INFO : Epoch 1571 | loss: 0.031134 | val_loss: 0.031182 | Time: 2698.77 ms [2021-03-05 11:48:20 main:581] : INFO : Epoch 1572 | loss: 0.0311471 | val_loss: 0.0311694 | Time: 2688.28 ms [2021-03-05 11:48:22 main:581] : INFO : Epoch 1573 | loss: 0.0311381 | val_loss: 0.0311703 | Time: 2704.33 ms [2021-03-05 11:48:25 main:581] : INFO : Epoch 1574 | loss: 0.0311383 | val_loss: 0.0311726 | Time: 2685.5 ms [2021-03-05 11:48:28 main:581] : INFO : Epoch 1575 | loss: 0.0311306 | val_loss: 0.031169 | Time: 2694.09 ms [2021-03-05 11:48:31 main:581] : INFO : Epoch 1576 | loss: 0.031133 | val_loss: 0.0311715 | Time: 2684.74 ms [2021-03-05 11:48:33 main:581] : INFO : Epoch 1577 | loss: 0.0311348 | val_loss: 0.0311717 | Time: 2699.95 ms [2021-03-05 11:48:36 main:581] : INFO : Epoch 1578 | loss: 0.0311372 | val_loss: 0.0311827 | Time: 2702.28 ms [2021-03-05 11:48:39 main:581] : INFO : Epoch 1579 | loss: 0.0311272 | val_loss: 0.0311747 | Time: 2702.9 ms [2021-03-05 11:48:41 main:581] : INFO : Epoch 1580 | loss: 0.0311267 | val_loss: 0.0311729 | Time: 2700.76 ms [2021-03-05 11:48:44 main:581] : INFO : Epoch 1581 | loss: 0.0311283 | val_loss: 0.0311812 | Time: 2689.23 ms [2021-03-05 11:48:47 main:581] : INFO : Epoch 1582 | loss: 0.0311269 | val_loss: 0.0311888 | Time: 2680.83 ms [2021-03-05 11:48:49 main:581] : INFO : Epoch 1583 | loss: 0.031134 | val_loss: 0.0311771 | Time: 2693.72 ms [2021-03-05 11:48:52 main:581] : INFO : Epoch 1584 | loss: 0.0311264 | val_loss: 0.0311761 | Time: 2695.71 ms [2021-03-05 11:48:55 main:581] : INFO : Epoch 1585 | loss: 0.0311254 | val_loss: 0.0311827 | Time: 2713.77 ms [2021-03-05 11:48:58 main:581] : INFO : Epoch 1586 | loss: 0.0311296 | val_loss: 0.0311829 | Time: 2689.63 ms [2021-03-05 11:49:00 main:581] : INFO : Epoch 1587 | loss: 0.0311353 | val_loss: 0.0311745 | Time: 2684.49 ms [2021-03-05 11:49:03 main:581] : INFO : Epoch 1588 | loss: 0.0311311 | val_loss: 0.0311823 | Time: 2711.95 ms [2021-03-05 11:49:06 main:581] : INFO : Epoch 1589 | loss: 0.0311282 | val_loss: 0.0311812 | Time: 2699.09 ms [2021-03-05 11:49:08 main:581] : INFO : Epoch 1590 | loss: 0.0311311 | val_loss: 0.0311789 | Time: 2697.68 ms [2021-03-05 11:49:11 main:581] : INFO : Epoch 1591 | loss: 0.0311272 | val_loss: 0.031177 | Time: 2699.92 ms [2021-03-05 11:49:14 main:581] : INFO : Epoch 1592 | loss: 0.0311288 | val_loss: 0.031183 | Time: 2679.77 ms [2021-03-05 11:49:16 main:581] : INFO : Epoch 1593 | loss: 0.0311377 | val_loss: 0.031178 | Time: 2692.02 ms [2021-03-05 11:49:19 main:581] : INFO : Epoch 1594 | loss: 0.03113 | val_loss: 0.031172 | Time: 2692.06 ms [2021-03-05 11:49:22 main:581] : INFO : Epoch 1595 | loss: 0.0311385 | val_loss: 0.0311747 | Time: 2688.45 ms [2021-03-05 11:49:24 main:581] : INFO : Epoch 1596 | loss: 0.0311385 | val_loss: 0.0311698 | Time: 2694.6 ms [2021-03-05 11:49:27 main:581] : INFO : Epoch 1597 | loss: 0.0311266 | val_loss: 0.0311776 | Time: 2704.56 ms [2021-03-05 11:49:30 main:581] : INFO : Epoch 1598 | loss: 0.0311277 | val_loss: 0.0311726 | Time: 2704.56 ms [2021-03-05 11:49:33 main:581] : INFO : Epoch 1599 | loss: 0.0311351 | val_loss: 0.0311758 | Time: 2712.03 ms [2021-03-05 11:49:35 main:581] : INFO : Epoch 1600 | loss: 0.0311325 | val_loss: 0.0311716 | Time: 2699.17 ms [2021-03-05 11:49:38 main:581] : INFO : Epoch 1601 | loss: 0.0311255 | val_loss: 0.031175 | Time: 2702.88 ms [2021-03-05 11:49:41 main:581] : INFO : Epoch 1602 | loss: 0.0311266 | val_loss: 0.0311794 | Time: 2689.51 ms [2021-03-05 11:49:43 main:581] : INFO : Epoch 1603 | loss: 0.0311245 | val_loss: 0.0311721 | Time: 2683.16 ms [2021-03-05 11:49:46 main:581] : INFO : Epoch 1604 | loss: 0.0311287 | val_loss: 0.0311695 | Time: 2688.03 ms [2021-03-05 11:49:49 main:581] : INFO : Epoch 1605 | loss: 0.031121 | val_loss: 0.031177 | Time: 2684.65 ms [2021-03-05 11:49:51 main:581] : INFO : Epoch 1606 | loss: 0.031125 | val_loss: 0.0311749 | Time: 2698.27 ms [2021-03-05 11:49:54 main:581] : INFO : Epoch 1607 | loss: 0.0311291 | val_loss: 0.0311838 | Time: 2684.81 ms [2021-03-05 11:49:57 main:581] : INFO : Epoch 1608 | loss: 0.0311294 | val_loss: 0.0311727 | Time: 2708.17 ms [2021-03-05 11:50:00 main:581] : INFO : Epoch 1609 | loss: 0.0311405 | val_loss: 0.0311828 | Time: 2678.41 ms [2021-03-05 11:50:02 main:581] : INFO : Epoch 1610 | loss: 0.031138 | val_loss: 0.031176 | Time: 2686.31 ms [2021-03-05 11:50:05 main:581] : INFO : Epoch 1611 | loss: 0.0311269 | val_loss: 0.0311732 | Time: 2708.05 ms [2021-03-05 11:50:08 main:581] : INFO : Epoch 1612 | loss: 0.0311303 | val_loss: 0.0311702 | Time: 2680.9 ms [2021-03-05 11:50:10 main:581] : INFO : Epoch 1613 | loss: 0.0311351 | val_loss: 0.0311765 | Time: 2694.1 ms [2021-03-05 11:50:13 main:581] : INFO : Epoch 1614 | loss: 0.0311277 | val_loss: 0.0311712 | Time: 2700.88 ms [2021-03-05 11:50:16 main:581] : INFO : Epoch 1615 | loss: 0.0311235 | val_loss: 0.0311728 | Time: 2710.27 ms [2021-03-05 11:50:18 main:581] : INFO : Epoch 1616 | loss: 0.031128 | val_loss: 0.0311706 | Time: 2685.77 ms [2021-03-05 11:50:21 main:581] : INFO : Epoch 1617 | loss: 0.0311273 | val_loss: 0.0311721 | Time: 2692.06 ms [2021-03-05 11:50:24 main:581] : INFO : Epoch 1618 | loss: 0.0311332 | val_loss: 0.0311728 | Time: 2689.35 ms [2021-03-05 11:50:26 main:581] : INFO : Epoch 1619 | loss: 0.0311323 | val_loss: 0.0311877 | Time: 2689.14 ms [2021-03-05 11:50:29 main:581] : INFO : Epoch 1620 | loss: 0.0311314 | val_loss: 0.0311875 | Time: 2701.18 ms [2021-03-05 11:50:32 main:581] : INFO : Epoch 1621 | loss: 0.0311252 | val_loss: 0.031169 | Time: 2678.65 ms [2021-03-05 11:50:35 main:581] : INFO : Epoch 1622 | loss: 0.0311237 | val_loss: 0.0311817 | Time: 2675.44 ms [2021-03-05 11:50:37 main:581] : INFO : Epoch 1623 | loss: 0.0311232 | val_loss: 0.0311768 | Time: 2684.37 ms [2021-03-05 11:50:40 main:581] : INFO : Epoch 1624 | loss: 0.0311226 | val_loss: 0.0311821 | Time: 2686.89 ms [2021-03-05 11:50:43 main:581] : INFO : Epoch 1625 | loss: 0.0311293 | val_loss: 0.0311941 | Time: 2696.93 ms [2021-03-05 11:50:45 main:581] : INFO : Epoch 1626 | loss: 0.0311248 | val_loss: 0.0311745 | Time: 2692.39 ms [2021-03-05 11:50:48 main:581] : INFO : Epoch 1627 | loss: 0.0311246 | val_loss: 0.031179 | Time: 2696.76 ms [2021-03-05 11:50:51 main:581] : INFO : Epoch 1628 | loss: 0.0311258 | val_loss: 0.0311902 | Time: 2689.77 ms [2021-03-05 11:50:53 main:581] : INFO : Epoch 1629 | loss: 0.031126 | val_loss: 0.0311887 | Time: 2697.38 ms [2021-03-05 11:50:56 main:581] : INFO : Epoch 1630 | loss: 0.0311255 | val_loss: 0.0311761 | Time: 2696.32 ms [2021-03-05 11:50:59 main:581] : INFO : Epoch 1631 | loss: 0.0311234 | val_loss: 0.0311703 | Time: 2687.83 ms [2021-03-05 11:51:01 main:581] : INFO : Epoch 1632 | loss: 0.0311197 | val_loss: 0.0311738 | Time: 2704.63 ms [2021-03-05 11:51:04 main:581] : INFO : Epoch 1633 | loss: 0.031125 | val_loss: 0.0311756 | Time: 2705.23 ms [2021-03-05 11:51:07 main:581] : INFO : Epoch 1634 | loss: 0.0311283 | val_loss: 0.0311887 | Time: 2696.9 ms [2021-03-05 11:51:10 main:581] : INFO : Epoch 1635 | loss: 0.0311314 | val_loss: 0.0311831 | Time: 2690.59 ms [2021-03-05 11:51:12 main:581] : INFO : Epoch 1636 | loss: 0.0311303 | val_loss: 0.0311739 | Time: 2678.92 ms [2021-03-05 11:51:15 main:581] : INFO : Epoch 1637 | loss: 0.0311237 | val_loss: 0.0311712 | Time: 2707.53 ms [2021-03-05 11:51:18 main:581] : INFO : Epoch 1638 | loss: 0.03112 | val_loss: 0.0311764 | Time: 2686.48 ms [2021-03-05 11:51:20 main:581] : INFO : Epoch 1639 | loss: 0.0311256 | val_loss: 0.0311857 | Time: 2700.91 ms [2021-03-05 11:51:23 main:581] : INFO : Epoch 1640 | loss: 0.0311376 | val_loss: 0.0311706 | Time: 2691.52 ms [2021-03-05 11:51:26 main:581] : INFO : Epoch 1641 | loss: 0.0311274 | val_loss: 0.0311713 | Time: 2680.74 ms [2021-03-05 11:51:28 main:581] : INFO : Epoch 1642 | loss: 0.031128 | val_loss: 0.0311716 | Time: 2697.53 ms [2021-03-05 11:51:31 main:581] : INFO : Epoch 1643 | loss: 0.0311382 | val_loss: 0.0311733 | Time: 2694.84 ms [2021-03-05 11:51:34 main:581] : INFO : Epoch 1644 | loss: 0.0311366 | val_loss: 0.0311784 | Time: 2705.43 ms [2021-03-05 11:51:36 main:581] : INFO : Epoch 1645 | loss: 0.0311332 | val_loss: 0.0311709 | Time: 2689.34 ms [2021-03-05 11:51:39 main:581] : INFO : Epoch 1646 | loss: 0.0311291 | val_loss: 0.0311762 | Time: 2696.05 ms [2021-03-05 11:51:42 main:581] : INFO : Epoch 1647 | loss: 0.0311326 | val_loss: 0.0311757 | Time: 2694.76 ms [2021-03-05 11:51:45 main:581] : INFO : Epoch 1648 | loss: 0.0311403 | val_loss: 0.0311829 | Time: 2673.87 ms [2021-03-05 11:51:47 main:581] : INFO : Epoch 1649 | loss: 0.0311376 | val_loss: 0.0311808 | Time: 2691.63 ms [2021-03-05 11:51:50 main:581] : INFO : Epoch 1650 | loss: 0.0311296 | val_loss: 0.0311807 | Time: 2697.33 ms [2021-03-05 11:51:53 main:581] : INFO : Epoch 1651 | loss: 0.0311299 | val_loss: 0.0311714 | Time: 2697.49 ms [2021-03-05 11:51:55 main:581] : INFO : Epoch 1652 | loss: 0.0311253 | val_loss: 0.0311756 | Time: 2689.66 ms [2021-03-05 11:51:58 main:581] : INFO : Epoch 1653 | loss: 0.0311308 | val_loss: 0.0311719 | Time: 2687.8 ms [2021-03-05 11:52:01 main:581] : INFO : Epoch 1654 | loss: 0.0311223 | val_loss: 0.0311744 | Time: 2702.38 ms [2021-03-05 11:52:03 main:581] : INFO : Epoch 1655 | loss: 0.0311278 | val_loss: 0.0311943 | Time: 2699.37 ms [2021-03-05 11:52:06 main:581] : INFO : Epoch 1656 | loss: 0.0311328 | val_loss: 0.0311854 | Time: 2706.3 ms [2021-03-05 11:52:09 main:581] : INFO : Epoch 1657 | loss: 0.0311302 | val_loss: 0.0311722 | Time: 2691.01 ms [2021-03-05 11:52:12 main:581] : INFO : Epoch 1658 | loss: 0.0311263 | val_loss: 0.031174 | Time: 2702.4 ms [2021-03-05 11:52:14 main:581] : INFO : Epoch 1659 | loss: 0.031121 | val_loss: 0.0311714 | Time: 2699.46 ms [2021-03-05 11:52:17 main:581] : INFO : Epoch 1660 | loss: 0.031119 | val_loss: 0.0311717 | Time: 2697.34 ms [2021-03-05 11:52:20 main:581] : INFO : Epoch 1661 | loss: 0.0311249 | val_loss: 0.0311705 | Time: 2687.9 ms [2021-03-05 11:52:22 main:581] : INFO : Epoch 1662 | loss: 0.0311273 | val_loss: 0.0311732 | Time: 2699.51 ms [2021-03-05 11:52:25 main:581] : INFO : Epoch 1663 | loss: 0.0311299 | val_loss: 0.0311758 | Time: 2681.36 ms [2021-03-05 11:52:28 main:581] : INFO : Epoch 1664 | loss: 0.0311227 | val_loss: 0.03118 | Time: 2689.57 ms [2021-03-05 11:52:30 main:581] : INFO : Epoch 1665 | loss: 0.0311253 | val_loss: 0.0311742 | Time: 2684.75 ms [2021-03-05 11:52:33 main:581] : INFO : Epoch 1666 | loss: 0.0311255 | val_loss: 0.0312 | Time: 2698.48 ms [2021-03-05 11:52:36 main:581] : INFO : Epoch 1667 | loss: 0.0311315 | val_loss: 0.0311792 | Time: 2702.38 ms [2021-03-05 11:52:38 main:581] : INFO : Epoch 1668 | loss: 0.0311224 | val_loss: 0.0311791 | Time: 2681.39 ms [2021-03-05 11:52:41 main:581] : INFO : Epoch 1669 | loss: 0.0311222 | val_loss: 0.0311728 | Time: 2709.57 ms [2021-03-05 11:52:44 main:581] : INFO : Epoch 1670 | loss: 0.0311184 | val_loss: 0.0311768 | Time: 2683.4 ms [2021-03-05 11:52:47 main:581] : INFO : Epoch 1671 | loss: 0.0311222 | val_loss: 0.0311689 | Time: 2704.75 ms [2021-03-05 11:52:49 main:581] : INFO : Epoch 1672 | loss: 0.0311329 | val_loss: 0.0311744 | Time: 2684.99 ms [2021-03-05 11:52:52 main:581] : INFO : Epoch 1673 | loss: 0.0311354 | val_loss: 0.0311958 | Time: 2683.8 ms [2021-03-05 11:52:55 main:581] : INFO : Epoch 1674 | loss: 0.0311305 | val_loss: 0.0311757 | Time: 2708.9 ms [2021-03-05 11:52:57 main:581] : INFO : Epoch 1675 | loss: 0.031122 | val_loss: 0.0311791 | Time: 2701.78 ms [2021-03-05 11:53:00 main:581] : INFO : Epoch 1676 | loss: 0.0311221 | val_loss: 0.0311741 | Time: 2694.02 ms [2021-03-05 11:53:03 main:581] : INFO : Epoch 1677 | loss: 0.0311227 | val_loss: 0.0311705 | Time: 2719.08 ms [2021-03-05 11:53:05 main:581] : INFO : Epoch 1678 | loss: 0.0311265 | val_loss: 0.0311697 | Time: 2698.81 ms [2021-03-05 11:53:08 main:581] : INFO : Epoch 1679 | loss: 0.0311268 | val_loss: 0.0311685 | Time: 2703.49 ms [2021-03-05 11:53:11 main:581] : INFO : Epoch 1680 | loss: 0.0311218 | val_loss: 0.0311741 | Time: 2700.36 ms [2021-03-05 11:53:14 main:581] : INFO : Epoch 1681 | loss: 0.0311237 | val_loss: 0.0311817 | Time: 2687.37 ms [2021-03-05 11:53:16 main:581] : INFO : Epoch 1682 | loss: 0.0311294 | val_loss: 0.0311749 | Time: 2684.97 ms [2021-03-05 11:53:19 main:581] : INFO : Epoch 1683 | loss: 0.0311225 | val_loss: 0.0311727 | Time: 2702.72 ms [2021-03-05 11:53:22 main:581] : INFO : Epoch 1684 | loss: 0.03112 | val_loss: 0.0311784 | Time: 2709.94 ms [2021-03-05 11:53:24 main:581] : INFO : Epoch 1685 | loss: 0.0311183 | val_loss: 0.0311816 | Time: 2690.64 ms [2021-03-05 11:53:27 main:581] : INFO : Epoch 1686 | loss: 0.0311225 | val_loss: 0.0311803 | Time: 2709.98 ms [2021-03-05 11:53:30 main:581] : INFO : Epoch 1687 | loss: 0.0311202 | val_loss: 0.0311948 | Time: 2685.62 ms [2021-03-05 11:53:32 main:581] : INFO : Epoch 1688 | loss: 0.0311231 | val_loss: 0.0311782 | Time: 2708.04 ms [2021-03-05 11:53:35 main:581] : INFO : Epoch 1689 | loss: 0.0311177 | val_loss: 0.0311722 | Time: 2688.06 ms [2021-03-05 11:53:38 main:581] : INFO : Epoch 1690 | loss: 0.0311202 | val_loss: 0.0311868 | Time: 2679.18 ms [2021-03-05 11:53:40 main:581] : INFO : Epoch 1691 | loss: 0.0311147 | val_loss: 0.0311793 | Time: 2703.77 ms [2021-03-05 11:53:43 main:581] : INFO : Epoch 1692 | loss: 0.0311176 | val_loss: 0.0311817 | Time: 2678.8 ms [2021-03-05 11:53:46 main:581] : INFO : Epoch 1693 | loss: 0.031117 | val_loss: 0.0311801 | Time: 2680.97 ms [2021-03-05 11:53:49 main:581] : INFO : Epoch 1694 | loss: 0.0311182 | val_loss: 0.0311809 | Time: 2713.14 ms [2021-03-05 11:53:51 main:581] : INFO : Epoch 1695 | loss: 0.0311233 | val_loss: 0.0311742 | Time: 2679.46 ms [2021-03-05 11:53:54 main:581] : INFO : Epoch 1696 | loss: 0.0311209 | val_loss: 0.0311693 | Time: 2710.58 ms [2021-03-05 11:53:57 main:581] : INFO : Epoch 1697 | loss: 0.0311195 | val_loss: 0.0311728 | Time: 2687.6 ms [2021-03-05 11:53:59 main:581] : INFO : Epoch 1698 | loss: 0.0311181 | val_loss: 0.0311746 | Time: 2707.01 ms [2021-03-05 11:54:02 main:581] : INFO : Epoch 1699 | loss: 0.0311156 | val_loss: 0.0311753 | Time: 2717.9 ms [2021-03-05 11:54:05 main:581] : INFO : Epoch 1700 | loss: 0.031115 | val_loss: 0.0311764 | Time: 2688.25 ms [2021-03-05 11:54:07 main:581] : INFO : Epoch 1701 | loss: 0.0311164 | val_loss: 0.0311824 | Time: 2711.93 ms [2021-03-05 11:54:10 main:581] : INFO : Epoch 1702 | loss: 0.0311157 | val_loss: 0.0311748 | Time: 2700.57 ms [2021-03-05 11:54:13 main:581] : INFO : Epoch 1703 | loss: 0.0311138 | val_loss: 0.0311755 | Time: 2695.9 ms [2021-03-05 11:54:16 main:581] : INFO : Epoch 1704 | loss: 0.0311198 | val_loss: 0.0311932 | Time: 2683.29 ms [2021-03-05 11:54:18 main:581] : INFO : Epoch 1705 | loss: 0.0311259 | val_loss: 0.0311877 | Time: 2699.93 ms [2021-03-05 11:54:21 main:581] : INFO : Epoch 1706 | loss: 0.031125 | val_loss: 0.0311847 | Time: 2680.38 ms [2021-03-05 11:54:24 main:581] : INFO : Epoch 1707 | loss: 0.0311312 | val_loss: 0.0311728 | Time: 2710.94 ms [2021-03-05 11:54:26 main:581] : INFO : Epoch 1708 | loss: 0.0311248 | val_loss: 0.0311732 | Time: 2700.88 ms [2021-03-05 11:54:29 main:581] : INFO : Epoch 1709 | loss: 0.0311169 | val_loss: 0.0311816 | Time: 2695.53 ms [2021-03-05 11:54:32 main:581] : INFO : Epoch 1710 | loss: 0.0311201 | val_loss: 0.0311963 | Time: 2712.54 ms [2021-03-05 11:54:34 main:581] : INFO : Epoch 1711 | loss: 0.0311206 | val_loss: 0.0311844 | Time: 2700.17 ms [2021-03-05 11:54:37 main:581] : INFO : Epoch 1712 | loss: 0.0311279 | val_loss: 0.0311726 | Time: 2690.82 ms [2021-03-05 11:54:40 main:581] : INFO : Epoch 1713 | loss: 0.0311353 | val_loss: 0.0311737 | Time: 2693.05 ms [2021-03-05 11:54:43 main:581] : INFO : Epoch 1714 | loss: 0.0311246 | val_loss: 0.0311731 | Time: 2690.74 ms [2021-03-05 11:54:45 main:581] : INFO : Epoch 1715 | loss: 0.0311205 | val_loss: 0.0311747 | Time: 2719.88 ms [2021-03-05 11:54:48 main:581] : INFO : Epoch 1716 | loss: 0.0311205 | val_loss: 0.0311823 | Time: 2697.07 ms [2021-03-05 11:54:51 main:581] : INFO : Epoch 1717 | loss: 0.0311211 | val_loss: 0.0311777 | Time: 2701.14 ms [2021-03-05 11:54:53 main:581] : INFO : Epoch 1718 | loss: 0.0311206 | val_loss: 0.0311759 | Time: 2698.33 ms [2021-03-05 11:54:56 main:581] : INFO : Epoch 1719 | loss: 0.0311251 | val_loss: 0.031172 | Time: 2691.02 ms [2021-03-05 11:54:59 main:581] : INFO : Epoch 1720 | loss: 0.0311219 | val_loss: 0.0311753 | Time: 2694.16 ms [2021-03-05 11:55:01 main:581] : INFO : Epoch 1721 | loss: 0.0311186 | val_loss: 0.0311689 | Time: 2699.99 ms [2021-03-05 11:55:04 main:581] : INFO : Epoch 1722 | loss: 0.0311163 | val_loss: 0.0311743 | Time: 2698.84 ms [2021-03-05 11:55:07 main:581] : INFO : Epoch 1723 | loss: 0.0311214 | val_loss: 0.0312003 | Time: 2691.73 ms [2021-03-05 11:55:10 main:581] : INFO : Epoch 1724 | loss: 0.0311277 | val_loss: 0.0311781 | Time: 2703.37 ms [2021-03-05 11:55:12 main:581] : INFO : Epoch 1725 | loss: 0.0311183 | val_loss: 0.0311759 | Time: 2683.71 ms [2021-03-05 11:55:15 main:581] : INFO : Epoch 1726 | loss: 0.03112 | val_loss: 0.0311733 | Time: 2685.4 ms [2021-03-05 11:55:18 main:581] : INFO : Epoch 1727 | loss: 0.0311288 | val_loss: 0.0311817 | Time: 2698.34 ms [2021-03-05 11:55:20 main:581] : INFO : Epoch 1728 | loss: 0.0311163 | val_loss: 0.0311738 | Time: 2694.75 ms [2021-03-05 11:55:23 main:581] : INFO : Epoch 1729 | loss: 0.0311175 | val_loss: 0.0311735 | Time: 2697.21 ms [2021-03-05 11:55:26 main:581] : INFO : Epoch 1730 | loss: 0.0311163 | val_loss: 0.0311767 | Time: 2690.53 ms [2021-03-05 11:55:28 main:581] : INFO : Epoch 1731 | loss: 0.0311197 | val_loss: 0.03118 | Time: 2693.32 ms [2021-03-05 11:55:31 main:581] : INFO : Epoch 1732 | loss: 0.0311187 | val_loss: 0.0311724 | Time: 2705.73 ms [2021-03-05 11:55:34 main:581] : INFO : Epoch 1733 | loss: 0.0311192 | val_loss: 0.031177 | Time: 2671.57 ms [2021-03-05 11:55:36 main:581] : INFO : Epoch 1734 | loss: 0.0311163 | val_loss: 0.0311784 | Time: 2674.31 ms [2021-03-05 11:55:39 main:581] : INFO : Epoch 1735 | loss: 0.0311207 | val_loss: 0.0311719 | Time: 2685.24 ms [2021-03-05 11:55:42 main:581] : INFO : Epoch 1736 | loss: 0.0311158 | val_loss: 0.0311777 | Time: 2706.98 ms [2021-03-05 11:55:45 main:581] : INFO : Epoch 1737 | loss: 0.0311129 | val_loss: 0.0311787 | Time: 2708.39 ms [2021-03-05 11:55:47 main:581] : INFO : Epoch 1738 | loss: 0.0311149 | val_loss: 0.0311819 | Time: 2688.02 ms [2021-03-05 11:55:50 main:581] : INFO : Epoch 1739 | loss: 0.0311184 | val_loss: 0.0311739 | Time: 2695.86 ms [2021-03-05 11:55:53 main:581] : INFO : Epoch 1740 | loss: 0.0311176 | val_loss: 0.0311837 | Time: 2707.92 ms [2021-03-05 11:55:55 main:581] : INFO : Epoch 1741 | loss: 0.0311181 | val_loss: 0.0311724 | Time: 2678.91 ms [2021-03-05 11:55:58 main:581] : INFO : Epoch 1742 | loss: 0.0311136 | val_loss: 0.0311754 | Time: 2690.39 ms [2021-03-05 11:56:01 main:581] : INFO : Epoch 1743 | loss: 0.0311161 | val_loss: 0.0311701 | Time: 2689.85 ms [2021-03-05 11:56:03 main:581] : INFO : Epoch 1744 | loss: 0.0311183 | val_loss: 0.0311742 | Time: 2709.96 ms [2021-03-05 11:56:06 main:581] : INFO : Epoch 1745 | loss: 0.0311158 | val_loss: 0.0311747 | Time: 2710.39 ms [2021-03-05 11:56:09 main:581] : INFO : Epoch 1746 | loss: 0.0311166 | val_loss: 0.0311797 | Time: 2696.35 ms [2021-03-05 11:56:12 main:581] : INFO : Epoch 1747 | loss: 0.0311184 | val_loss: 0.031177 | Time: 2699.15 ms [2021-03-05 11:56:14 main:581] : INFO : Epoch 1748 | loss: 0.0311146 | val_loss: 0.0311815 | Time: 2693.78 ms [2021-03-05 11:56:17 main:581] : INFO : Epoch 1749 | loss: 0.0311173 | val_loss: 0.031173 | Time: 2684.91 ms [2021-03-05 11:56:20 main:581] : INFO : Epoch 1750 | loss: 0.0311179 | val_loss: 0.0311822 | Time: 2695.63 ms [2021-03-05 11:56:22 main:581] : INFO : Epoch 1751 | loss: 0.0311207 | val_loss: 0.0311777 | Time: 2682.57 ms [2021-03-05 11:56:25 main:581] : INFO : Epoch 1752 | loss: 0.0311165 | val_loss: 0.0311819 | Time: 2712.68 ms [2021-03-05 11:56:28 main:581] : INFO : Epoch 1753 | loss: 0.031117 | val_loss: 0.0311778 | Time: 2694.99 ms [2021-03-05 11:56:30 main:581] : INFO : Epoch 1754 | loss: 0.0311147 | val_loss: 0.0311832 | Time: 2670.87 ms [2021-03-05 11:56:33 main:581] : INFO : Epoch 1755 | loss: 0.0311122 | val_loss: 0.0311788 | Time: 2692.53 ms [2021-03-05 11:56:36 main:581] : INFO : Epoch 1756 | loss: 0.0311149 | val_loss: 0.0311825 | Time: 2690.07 ms [2021-03-05 11:56:38 main:581] : INFO : Epoch 1757 | loss: 0.0311149 | val_loss: 0.0311755 | Time: 2682.17 ms [2021-03-05 11:56:41 main:581] : INFO : Epoch 1758 | loss: 0.0311117 | val_loss: 0.0311754 | Time: 2684.37 ms [2021-03-05 11:56:44 main:581] : INFO : Epoch 1759 | loss: 0.031121 | val_loss: 0.0311746 | Time: 2709.35 ms [2021-03-05 11:56:47 main:581] : INFO : Epoch 1760 | loss: 0.0311205 | val_loss: 0.0311722 | Time: 2700.85 ms [2021-03-05 11:56:49 main:581] : INFO : Epoch 1761 | loss: 0.0311232 | val_loss: 0.0311733 | Time: 2687.85 ms [2021-03-05 11:56:52 main:581] : INFO : Epoch 1762 | loss: 0.0311194 | val_loss: 0.0311758 | Time: 2694.48 ms [2021-03-05 11:56:55 main:581] : INFO : Epoch 1763 | loss: 0.0311231 | val_loss: 0.031188 | Time: 2687.5 ms [2021-03-05 11:56:57 main:581] : INFO : Epoch 1764 | loss: 0.0311247 | val_loss: 0.0311773 | Time: 2686.99 ms [2021-03-05 11:57:00 main:581] : INFO : Epoch 1765 | loss: 0.0311234 | val_loss: 0.0311888 | Time: 2682.89 ms [2021-03-05 11:57:03 main:581] : INFO : Epoch 1766 | loss: 0.0311209 | val_loss: 0.0311729 | Time: 2699.83 ms [2021-03-05 11:57:05 main:581] : INFO : Epoch 1767 | loss: 0.0311188 | val_loss: 0.0311736 | Time: 2701.76 ms [2021-03-05 11:57:08 main:581] : INFO : Epoch 1768 | loss: 0.0311245 | val_loss: 0.031172 | Time: 2694.65 ms [2021-03-05 11:57:11 main:581] : INFO : Epoch 1769 | loss: 0.0311212 | val_loss: 0.0311822 | Time: 2687.94 ms [2021-03-05 11:57:13 main:581] : INFO : Epoch 1770 | loss: 0.0311215 | val_loss: 0.0311895 | Time: 2698.01 ms [2021-03-05 11:57:16 main:581] : INFO : Epoch 1771 | loss: 0.0311224 | val_loss: 0.0311769 | Time: 2694.32 ms [2021-03-05 11:57:19 main:581] : INFO : Epoch 1772 | loss: 0.0311121 | val_loss: 0.0311773 | Time: 2689.3 ms [2021-03-05 11:57:22 main:581] : INFO : Epoch 1773 | loss: 0.031113 | val_loss: 0.0311794 | Time: 2694.98 ms [2021-03-05 11:57:24 main:581] : INFO : Epoch 1774 | loss: 0.031123 | val_loss: 0.0311718 | Time: 2700.99 ms [2021-03-05 11:57:27 main:581] : INFO : Epoch 1775 | loss: 0.0311252 | val_loss: 0.031182 | Time: 2697.03 ms [2021-03-05 11:57:30 main:581] : INFO : Epoch 1776 | loss: 0.0311341 | val_loss: 0.0311838 | Time: 2677.42 ms [2021-03-05 11:57:32 main:581] : INFO : Epoch 1777 | loss: 0.0311233 | val_loss: 0.031175 | Time: 2691.99 ms [2021-03-05 11:57:35 main:581] : INFO : Epoch 1778 | loss: 0.0311295 | val_loss: 0.0311709 | Time: 2705.3 ms [2021-03-05 11:57:38 main:581] : INFO : Epoch 1779 | loss: 0.0311306 | val_loss: 0.0311775 | Time: 2695.49 ms [2021-03-05 11:57:40 main:581] : INFO : Epoch 1780 | loss: 0.031124 | val_loss: 0.0311773 | Time: 2698.94 ms [2021-03-05 11:57:43 main:581] : INFO : Epoch 1781 | loss: 0.0311234 | val_loss: 0.0311684 | Time: 2695.9 ms [2021-03-05 11:57:46 main:581] : INFO : Epoch 1782 | loss: 0.03112 | val_loss: 0.0311734 | Time: 2689.25 ms [2021-03-05 11:57:48 main:581] : INFO : Epoch 1783 | loss: 0.0311202 | val_loss: 0.0311776 | Time: 2690.58 ms [2021-03-05 11:57:51 main:581] : INFO : Epoch 1784 | loss: 0.0311193 | val_loss: 0.0311744 | Time: 2696.76 ms [2021-03-05 11:57:54 main:581] : INFO : Epoch 1785 | loss: 0.0311162 | val_loss: 0.0311769 | Time: 2701.96 ms [2021-03-05 11:57:57 main:581] : INFO : Epoch 1786 | loss: 0.0311187 | val_loss: 0.0311762 | Time: 2700.29 ms [2021-03-05 11:57:59 main:581] : INFO : Epoch 1787 | loss: 0.03112 | val_loss: 0.0311815 | Time: 2683.78 ms [2021-03-05 11:58:02 main:581] : INFO : Epoch 1788 | loss: 0.0311102 | val_loss: 0.0311747 | Time: 2696.11 ms [2021-03-05 11:58:05 main:581] : INFO : Epoch 1789 | loss: 0.0311118 | val_loss: 0.0311816 | Time: 2702.44 ms [2021-03-05 11:58:07 main:581] : INFO : Epoch 1790 | loss: 0.0311174 | val_loss: 0.0311811 | Time: 2693.21 ms [2021-03-05 11:58:10 main:581] : INFO : Epoch 1791 | loss: 0.0311132 | val_loss: 0.031173 | Time: 2695.24 ms [2021-03-05 11:58:13 main:581] : INFO : Epoch 1792 | loss: 0.0311139 | val_loss: 0.0311752 | Time: 2684.13 ms [2021-03-05 11:58:15 main:581] : INFO : Epoch 1793 | loss: 0.0311179 | val_loss: 0.0311763 | Time: 2713.96 ms [2021-03-05 11:58:18 main:581] : INFO : Epoch 1794 | loss: 0.0311149 | val_loss: 0.0311777 | Time: 2718.45 ms [2021-03-05 11:58:21 main:581] : INFO : Epoch 1795 | loss: 0.0311126 | val_loss: 0.0311704 | Time: 2705.81 ms [2021-03-05 11:58:24 main:581] : INFO : Epoch 1796 | loss: 0.0311109 | val_loss: 0.0311791 | Time: 2686.73 ms [2021-03-05 11:58:26 main:581] : INFO : Epoch 1797 | loss: 0.0311133 | val_loss: 0.0311733 | Time: 2686.96 ms [2021-03-05 11:58:29 main:581] : INFO : Epoch 1798 | loss: 0.0311104 | val_loss: 0.0311851 | Time: 2702.63 ms [2021-03-05 11:58:32 main:581] : INFO : Epoch 1799 | loss: 0.0311199 | val_loss: 0.0311769 | Time: 2688.37 ms [2021-03-05 11:58:34 main:581] : INFO : Epoch 1800 | loss: 0.0311128 | val_loss: 0.0311696 | Time: 2696.92 ms [2021-03-05 11:58:37 main:581] : INFO : Epoch 1801 | loss: 0.0311106 | val_loss: 0.031175 | Time: 2701.72 ms [2021-03-05 11:58:40 main:581] : INFO : Epoch 1802 | loss: 0.0311098 | val_loss: 0.0311785 | Time: 2699.15 ms [2021-03-05 11:58:42 main:581] : INFO : Epoch 1803 | loss: 0.031113 | val_loss: 0.0311711 | Time: 2695.33 ms [2021-03-05 11:58:45 main:581] : INFO : Epoch 1804 | loss: 0.0311188 | val_loss: 0.0311712 | Time: 2699.45 ms [2021-03-05 11:58:48 main:581] : INFO : Epoch 1805 | loss: 0.0311195 | val_loss: 0.0311656 | Time: 2691.64 ms [2021-03-05 11:58:51 main:581] : INFO : Epoch 1806 | loss: 0.0311148 | val_loss: 0.0311746 | Time: 2702.32 ms [2021-03-05 11:58:53 main:581] : INFO : Epoch 1807 | loss: 0.031119 | val_loss: 0.0311736 | Time: 2685.45 ms [2021-03-05 11:58:56 main:581] : INFO : Epoch 1808 | loss: 0.0311211 | val_loss: 0.0311795 | Time: 2686.87 ms [2021-03-05 11:58:59 main:581] : INFO : Epoch 1809 | loss: 0.0311155 | val_loss: 0.031175 | Time: 2691.68 ms [2021-03-05 11:59:01 main:581] : INFO : Epoch 1810 | loss: 0.0311144 | val_loss: 0.0311756 | Time: 2688.53 ms [2021-03-05 11:59:04 main:581] : INFO : Epoch 1811 | loss: 0.0311114 | val_loss: 0.0311844 | Time: 2712.52 ms [2021-03-05 11:59:07 main:581] : INFO : Epoch 1812 | loss: 0.0311169 | val_loss: 0.0311827 | Time: 2668.34 ms [2021-03-05 11:59:09 main:581] : INFO : Epoch 1813 | loss: 0.0311134 | val_loss: 0.0311715 | Time: 2684.47 ms [2021-03-05 11:59:12 main:581] : INFO : Epoch 1814 | loss: 0.0311254 | val_loss: 0.031173 | Time: 2699.04 ms [2021-03-05 11:59:15 main:581] : INFO : Epoch 1815 | loss: 0.0311292 | val_loss: 0.0311719 | Time: 2691.1 ms [2021-03-05 11:59:17 main:581] : INFO : Epoch 1816 | loss: 0.0311197 | val_loss: 0.0311727 | Time: 2694.14 ms [2021-03-05 11:59:20 main:581] : INFO : Epoch 1817 | loss: 0.0311179 | val_loss: 0.0311741 | Time: 2699.21 ms [2021-03-05 11:59:23 main:581] : INFO : Epoch 1818 | loss: 0.0311178 | val_loss: 0.031182 | Time: 2683.27 ms [2021-03-05 11:59:26 main:581] : INFO : Epoch 1819 | loss: 0.0311173 | val_loss: 0.0311667 | Time: 2710.98 ms [2021-03-05 11:59:28 main:581] : INFO : Epoch 1820 | loss: 0.0311162 | val_loss: 0.0311766 | Time: 2674 ms [2021-03-05 11:59:31 main:581] : INFO : Epoch 1821 | loss: 0.0311127 | val_loss: 0.031183 | Time: 2722.9 ms [2021-03-05 11:59:34 main:581] : INFO : Epoch 1822 | loss: 0.0311148 | val_loss: 0.0311686 | Time: 2701.36 ms [2021-03-05 11:59:36 main:581] : INFO : Epoch 1823 | loss: 0.0311165 | val_loss: 0.0311736 | Time: 2697.08 ms [2021-03-05 11:59:39 main:581] : INFO : Epoch 1824 | loss: 0.031114 | val_loss: 0.0311746 | Time: 2698.71 ms [2021-03-05 11:59:42 main:581] : INFO : Epoch 1825 | loss: 0.0311132 | val_loss: 0.031181 | Time: 2701.25 ms [2021-03-05 11:59:44 main:581] : INFO : Epoch 1826 | loss: 0.0311187 | val_loss: 0.0311774 | Time: 2685.69 ms [2021-03-05 11:59:47 main:581] : INFO : Epoch 1827 | loss: 0.0311158 | val_loss: 0.0312029 | Time: 2698.69 ms [2021-03-05 11:59:50 main:581] : INFO : Epoch 1828 | loss: 0.0311138 | val_loss: 0.031174 | Time: 2695.9 ms [2021-03-05 11:59:53 main:581] : INFO : Epoch 1829 | loss: 0.031114 | val_loss: 0.0311775 | Time: 2691.34 ms [2021-03-05 11:59:55 main:581] : INFO : Epoch 1830 | loss: 0.031119 | val_loss: 0.0311755 | Time: 2696.98 ms [2021-03-05 11:59:58 main:581] : INFO : Epoch 1831 | loss: 0.0311229 | val_loss: 0.031171 | Time: 2686.43 ms [2021-03-05 12:00:01 main:581] : INFO : Epoch 1832 | loss: 0.0311204 | val_loss: 0.0311734 | Time: 2714.04 ms [2021-03-05 12:00:03 main:581] : INFO : Epoch 1833 | loss: 0.0311212 | val_loss: 0.0311763 | Time: 2709.03 ms [2021-03-05 12:00:06 main:581] : INFO : Epoch 1834 | loss: 0.0311162 | val_loss: 0.0311744 | Time: 2705.52 ms [2021-03-05 12:00:09 main:581] : INFO : Epoch 1835 | loss: 0.0311118 | val_loss: 0.0311745 | Time: 2698.2 ms [2021-03-05 12:00:11 main:581] : INFO : Epoch 1836 | loss: 0.0311112 | val_loss: 0.0311737 | Time: 2698.72 ms [2021-03-05 12:00:14 main:581] : INFO : Epoch 1837 | loss: 0.0311115 | val_loss: 0.0311739 | Time: 2684.79 ms [2021-03-05 12:00:17 main:581] : INFO : Epoch 1838 | loss: 0.0311099 | val_loss: 0.0311785 | Time: 2695.13 ms [2021-03-05 12:00:19 main:581] : INFO : Epoch 1839 | loss: 0.0311108 | val_loss: 0.0311778 | Time: 2696.09 ms [2021-03-05 12:00:22 main:581] : INFO : Epoch 1840 | loss: 0.0311112 | val_loss: 0.0311686 | Time: 2713.66 ms [2021-03-05 12:00:25 main:581] : INFO : Epoch 1841 | loss: 0.0311142 | val_loss: 0.0311807 | Time: 2679.06 ms [2021-03-05 12:00:28 main:581] : INFO : Epoch 1842 | loss: 0.0311138 | val_loss: 0.0311764 | Time: 2691.43 ms [2021-03-05 12:00:30 main:581] : INFO : Epoch 1843 | loss: 0.0311106 | val_loss: 0.0311922 | Time: 2695.35 ms [2021-03-05 12:00:33 main:581] : INFO : Epoch 1844 | loss: 0.031112 | val_loss: 0.0311814 | Time: 2696.92 ms [2021-03-05 12:00:36 main:581] : INFO : Epoch 1845 | loss: 0.0311082 | val_loss: 0.0311774 | Time: 2699.67 ms [2021-03-05 12:00:38 main:581] : INFO : Epoch 1846 | loss: 0.0311097 | val_loss: 0.0311746 | Time: 2691.73 ms [2021-03-05 12:00:41 main:581] : INFO : Epoch 1847 | loss: 0.0311135 | val_loss: 0.0311829 | Time: 2694.22 ms [2021-03-05 12:00:44 main:581] : INFO : Epoch 1848 | loss: 0.0311108 | val_loss: 0.0311811 | Time: 2699.46 ms [2021-03-05 12:00:46 main:581] : INFO : Epoch 1849 | loss: 0.0311102 | val_loss: 0.0311757 | Time: 2686.08 ms [2021-03-05 12:00:49 main:581] : INFO : Epoch 1850 | loss: 0.0311101 | val_loss: 0.031182 | Time: 2708.52 ms [2021-03-05 12:00:52 main:581] : INFO : Epoch 1851 | loss: 0.0311107 | val_loss: 0.0311786 | Time: 2687.57 ms [2021-03-05 12:00:55 main:581] : INFO : Epoch 1852 | loss: 0.0311186 | val_loss: 0.0311834 | Time: 2691.26 ms [2021-03-05 12:00:57 main:581] : INFO : Epoch 1853 | loss: 0.0311222 | val_loss: 0.031176 | Time: 2709.75 ms [2021-03-05 12:01:00 main:581] : INFO : Epoch 1854 | loss: 0.0311155 | val_loss: 0.0311873 | Time: 2686.91 ms [2021-03-05 12:01:03 main:581] : INFO : Epoch 1855 | loss: 0.0311163 | val_loss: 0.0311798 | Time: 2716.99 ms [2021-03-05 12:01:05 main:581] : INFO : Epoch 1856 | loss: 0.0311226 | val_loss: 0.0311783 | Time: 2695.37 ms [2021-03-05 12:01:08 main:581] : INFO : Epoch 1857 | loss: 0.0311207 | val_loss: 0.0311795 | Time: 2691.52 ms [2021-03-05 12:01:11 main:581] : INFO : Epoch 1858 | loss: 0.0311196 | val_loss: 0.0311846 | Time: 2674.67 ms [2021-03-05 12:01:13 main:581] : INFO : Epoch 1859 | loss: 0.0311195 | val_loss: 0.0311801 | Time: 2682.12 ms [2021-03-05 12:01:16 main:581] : INFO : Epoch 1860 | loss: 0.0311166 | val_loss: 0.0311755 | Time: 2705.7 ms [2021-03-05 12:01:19 main:581] : INFO : Epoch 1861 | loss: 0.031113 | val_loss: 0.0311725 | Time: 2688.14 ms [2021-03-05 12:01:21 main:581] : INFO : Epoch 1862 | loss: 0.0311131 | val_loss: 0.0311821 | Time: 2706.3 ms [2021-03-05 12:01:24 main:581] : INFO : Epoch 1863 | loss: 0.0311152 | val_loss: 0.0311797 | Time: 2699.9 ms [2021-03-05 12:01:27 main:581] : INFO : Epoch 1864 | loss: 0.0311092 | val_loss: 0.0311821 | Time: 2695.7 ms [2021-03-05 12:01:30 main:581] : INFO : Epoch 1865 | loss: 0.0311083 | val_loss: 0.0311795 | Time: 2689.67 ms [2021-03-05 12:01:32 main:581] : INFO : Epoch 1866 | loss: 0.0311118 | val_loss: 0.0311864 | Time: 2704.89 ms [2021-03-05 12:01:35 main:581] : INFO : Epoch 1867 | loss: 0.0311126 | val_loss: 0.031174 | Time: 2688.65 ms [2021-03-05 12:01:38 main:581] : INFO : Epoch 1868 | loss: 0.0311109 | val_loss: 0.0311737 | Time: 2715.24 ms [2021-03-05 12:01:40 main:581] : INFO : Epoch 1869 | loss: 0.0311085 | val_loss: 0.0311842 | Time: 2680.14 ms [2021-03-05 12:01:43 main:581] : INFO : Epoch 1870 | loss: 0.0311113 | val_loss: 0.031189 | Time: 2693.49 ms [2021-03-05 12:01:46 main:581] : INFO : Epoch 1871 | loss: 0.0311126 | val_loss: 0.0311777 | Time: 2679.15 ms [2021-03-05 12:01:48 main:581] : INFO : Epoch 1872 | loss: 0.0311107 | val_loss: 0.0311862 | Time: 2702.75 ms [2021-03-05 12:01:51 main:581] : INFO : Epoch 1873 | loss: 0.0311095 | val_loss: 0.0311775 | Time: 2700.24 ms [2021-03-05 12:01:54 main:581] : INFO : Epoch 1874 | loss: 0.0311134 | val_loss: 0.0311793 | Time: 2690.53 ms [2021-03-05 12:01:57 main:581] : INFO : Epoch 1875 | loss: 0.0311072 | val_loss: 0.0311825 | Time: 2678.89 ms [2021-03-05 12:01:59 main:581] : INFO : Epoch 1876 | loss: 0.0311063 | val_loss: 0.0311876 | Time: 2677.83 ms [2021-03-05 12:02:02 main:581] : INFO : Epoch 1877 | loss: 0.0311072 | val_loss: 0.0311774 | Time: 2702.22 ms [2021-03-05 12:02:05 main:581] : INFO : Epoch 1878 | loss: 0.031108 | val_loss: 0.0311815 | Time: 2689.68 ms [2021-03-05 12:02:07 main:581] : INFO : Epoch 1879 | loss: 0.0311104 | val_loss: 0.0311885 | Time: 2679.66 ms [2021-03-05 12:02:10 main:581] : INFO : Epoch 1880 | loss: 0.0311126 | val_loss: 0.0311953 | Time: 2690.1 ms [2021-03-05 12:02:13 main:581] : INFO : Epoch 1881 | loss: 0.0311156 | val_loss: 0.031185 | Time: 2697.65 ms [2021-03-05 12:02:15 main:581] : INFO : Epoch 1882 | loss: 0.0311075 | val_loss: 0.0311808 | Time: 2679.49 ms [2021-03-05 12:02:18 main:581] : INFO : Epoch 1883 | loss: 0.0311087 | val_loss: 0.0311811 | Time: 2696.38 ms [2021-03-05 12:02:21 main:581] : INFO : Epoch 1884 | loss: 0.0311063 | val_loss: 0.0311856 | Time: 2687.74 ms [2021-03-05 12:02:23 main:581] : INFO : Epoch 1885 | loss: 0.0311061 | val_loss: 0.0311831 | Time: 2684.41 ms [2021-03-05 12:02:26 main:581] : INFO : Epoch 1886 | loss: 0.0311075 | val_loss: 0.0311931 | Time: 2711.97 ms [2021-03-05 12:02:29 main:581] : INFO : Epoch 1887 | loss: 0.0311075 | val_loss: 0.0311811 | Time: 2701.6 ms [2021-03-05 12:02:32 main:581] : INFO : Epoch 1888 | loss: 0.0311082 | val_loss: 0.0311771 | Time: 2684.4 ms [2021-03-05 12:02:34 main:581] : INFO : Epoch 1889 | loss: 0.0311078 | val_loss: 0.0311806 | Time: 2683.97 ms [2021-03-05 12:02:37 main:581] : INFO : Epoch 1890 | loss: 0.0311091 | val_loss: 0.0311775 | Time: 2694.3 ms [2021-03-05 12:02:40 main:581] : INFO : Epoch 1891 | loss: 0.031109 | val_loss: 0.0311869 | Time: 2692.32 ms [2021-03-05 12:02:42 main:581] : INFO : Epoch 1892 | loss: 0.0311054 | val_loss: 0.031186 | Time: 2693.97 ms [2021-03-05 12:02:45 main:581] : INFO : Epoch 1893 | loss: 0.0311147 | val_loss: 0.0312069 | Time: 2700.44 ms [2021-03-05 12:02:48 main:581] : INFO : Epoch 1894 | loss: 0.0311189 | val_loss: 0.031182 | Time: 2703.87 ms [2021-03-05 12:02:50 main:581] : INFO : Epoch 1895 | loss: 0.0311132 | val_loss: 0.0311823 | Time: 2707.66 ms [2021-03-05 12:02:53 main:581] : INFO : Epoch 1896 | loss: 0.031113 | val_loss: 0.0311817 | Time: 2682.06 ms [2021-03-05 12:02:56 main:581] : INFO : Epoch 1897 | loss: 0.0311105 | val_loss: 0.0311821 | Time: 2694.96 ms [2021-03-05 12:02:58 main:581] : INFO : Epoch 1898 | loss: 0.0311119 | val_loss: 0.031185 | Time: 2701.6 ms [2021-03-05 12:03:01 main:581] : INFO : Epoch 1899 | loss: 0.0311124 | val_loss: 0.0311748 | Time: 2697.54 ms [2021-03-05 12:03:04 main:581] : INFO : Epoch 1900 | loss: 0.0311076 | val_loss: 0.0311902 | Time: 2699.99 ms [2021-03-05 12:03:07 main:581] : INFO : Epoch 1901 | loss: 0.0311074 | val_loss: 0.0311868 | Time: 2701.82 ms [2021-03-05 12:03:09 main:581] : INFO : Epoch 1902 | loss: 0.0311025 | val_loss: 0.0311841 | Time: 2682.35 ms [2021-03-05 12:03:12 main:581] : INFO : Epoch 1903 | loss: 0.0311107 | val_loss: 0.0311885 | Time: 2687.08 ms [2021-03-05 12:03:15 main:581] : INFO : Epoch 1904 | loss: 0.0311084 | val_loss: 0.0311784 | Time: 2700.41 ms [2021-03-05 12:03:17 main:581] : INFO : Epoch 1905 | loss: 0.031106 | val_loss: 0.0311808 | Time: 2682.24 ms [2021-03-05 12:03:20 main:581] : INFO : Epoch 1906 | loss: 0.0311034 | val_loss: 0.0311906 | Time: 2679.29 ms [2021-03-05 12:03:23 main:581] : INFO : Epoch 1907 | loss: 0.0311034 | val_loss: 0.0311771 | Time: 2698.84 ms [2021-03-05 12:03:25 main:581] : INFO : Epoch 1908 | loss: 0.0311091 | val_loss: 0.0311831 | Time: 2687.88 ms [2021-03-05 12:03:28 main:581] : INFO : Epoch 1909 | loss: 0.0311079 | val_loss: 0.0311819 | Time: 2675.89 ms [2021-03-05 12:03:31 main:581] : INFO : Epoch 1910 | loss: 0.0311153 | val_loss: 0.0311967 | Time: 2691.9 ms [2021-03-05 12:03:33 main:581] : INFO : Epoch 1911 | loss: 0.0311179 | val_loss: 0.0311772 | Time: 2679.14 ms [2021-03-05 12:03:36 main:581] : INFO : Epoch 1912 | loss: 0.0311163 | val_loss: 0.0311939 | Time: 2684.35 ms [2021-03-05 12:03:39 main:581] : INFO : Epoch 1913 | loss: 0.0311193 | val_loss: 0.0311819 | Time: 2686.41 ms [2021-03-05 12:03:41 main:581] : INFO : Epoch 1914 | loss: 0.031121 | val_loss: 0.0311833 | Time: 2685.27 ms [2021-03-05 12:03:44 main:581] : INFO : Epoch 1915 | loss: 0.0311222 | val_loss: 0.0311827 | Time: 2680.52 ms [2021-03-05 12:03:47 main:581] : INFO : Epoch 1916 | loss: 0.031113 | val_loss: 0.031183 | Time: 2696.78 ms [2021-03-05 12:03:50 main:581] : INFO : Epoch 1917 | loss: 0.0311127 | val_loss: 0.0311804 | Time: 2703.08 ms [2021-03-05 12:03:52 main:581] : INFO : Epoch 1918 | loss: 0.0311089 | val_loss: 0.0311861 | Time: 2690.97 ms [2021-03-05 12:03:55 main:581] : INFO : Epoch 1919 | loss: 0.0311196 | val_loss: 0.0311737 | Time: 2688.2 ms [2021-03-05 12:03:58 main:581] : INFO : Epoch 1920 | loss: 0.0311155 | val_loss: 0.0311832 | Time: 2688.04 ms [2021-03-05 12:04:00 main:581] : INFO : Epoch 1921 | loss: 0.0311141 | val_loss: 0.0311891 | Time: 2690.72 ms [2021-03-05 12:04:03 main:581] : INFO : Epoch 1922 | loss: 0.0311107 | val_loss: 0.0311792 | Time: 2706.59 ms [2021-03-05 12:04:06 main:581] : INFO : Epoch 1923 | loss: 0.0311342 | val_loss: 0.0311732 | Time: 2706.91 ms [2021-03-05 12:04:08 main:581] : INFO : Epoch 1924 | loss: 0.0311315 | val_loss: 0.0311722 | Time: 2685.64 ms [2021-03-05 12:04:11 main:581] : INFO : Epoch 1925 | loss: 0.0311274 | val_loss: 0.0311754 | Time: 2690.2 ms [2021-03-05 12:04:14 main:581] : INFO : Epoch 1926 | loss: 0.0311235 | val_loss: 0.0311721 | Time: 2691.94 ms [2021-03-05 12:04:16 main:581] : INFO : Epoch 1927 | loss: 0.031119 | val_loss: 0.0311797 | Time: 2679.11 ms [2021-03-05 12:04:19 main:581] : INFO : Epoch 1928 | loss: 0.0311182 | val_loss: 0.0311812 | Time: 2690.45 ms [2021-03-05 12:04:22 main:581] : INFO : Epoch 1929 | loss: 0.0311153 | val_loss: 0.0311791 | Time: 2684.83 ms [2021-03-05 12:04:25 main:581] : INFO : Epoch 1930 | loss: 0.0311173 | val_loss: 0.0311797 | Time: 2701.23 ms [2021-03-05 12:04:27 main:581] : INFO : Epoch 1931 | loss: 0.0311107 | val_loss: 0.0311763 | Time: 2681.23 ms [2021-03-05 12:04:30 main:581] : INFO : Epoch 1932 | loss: 0.031108 | val_loss: 0.0311752 | Time: 2701.32 ms [2021-03-05 12:04:33 main:581] : INFO : Epoch 1933 | loss: 0.0311144 | val_loss: 0.0311771 | Time: 2687.59 ms [2021-03-05 12:04:35 main:581] : INFO : Epoch 1934 | loss: 0.0311145 | val_loss: 0.0311779 | Time: 2696.56 ms [2021-03-05 12:04:38 main:581] : INFO : Epoch 1935 | loss: 0.0311136 | val_loss: 0.0311804 | Time: 2688.84 ms [2021-03-05 12:04:41 main:581] : INFO : Epoch 1936 | loss: 0.0311143 | val_loss: 0.0311909 | Time: 2689.27 ms [2021-03-05 12:04:43 main:581] : INFO : Epoch 1937 | loss: 0.0311088 | val_loss: 0.0311785 | Time: 2688.25 ms [2021-03-05 12:04:46 main:581] : INFO : Epoch 1938 | loss: 0.0311094 | val_loss: 0.0311835 | Time: 2696.71 ms [2021-03-05 12:04:49 main:581] : INFO : Epoch 1939 | loss: 0.0311087 | val_loss: 0.0311801 | Time: 2704.34 ms [2021-03-05 12:04:51 main:581] : INFO : Epoch 1940 | loss: 0.0311064 | val_loss: 0.0311839 | Time: 2676.42 ms [2021-03-05 12:04:54 main:581] : INFO : Epoch 1941 | loss: 0.0311118 | val_loss: 0.0311772 | Time: 2708.2 ms [2021-03-05 12:04:57 main:581] : INFO : Epoch 1942 | loss: 0.0311189 | val_loss: 0.0311864 | Time: 2686.12 ms [2021-03-05 12:05:00 main:581] : INFO : Epoch 1943 | loss: 0.0316718 | val_loss: 0.0371875 | Time: 2685.31 ms [2021-03-05 12:05:02 main:581] : INFO : Epoch 1944 | loss: 0.0788716 | val_loss: 0.041131 | Time: 2697.68 ms [2021-03-05 12:05:05 main:581] : INFO : Epoch 1945 | loss: 0.0365557 | val_loss: 0.0329683 | Time: 2704.38 ms [2021-03-05 12:05:08 main:581] : INFO : Epoch 1946 | loss: 0.031744 | val_loss: 0.0314718 | Time: 2688.35 ms [2021-03-05 12:05:10 main:581] : INFO : Epoch 1947 | loss: 0.0313305 | val_loss: 0.0312891 | Time: 2693.59 ms [2021-03-05 12:05:13 main:581] : INFO : Epoch 1948 | loss: 0.0312651 | val_loss: 0.0312551 | Time: 2692.34 ms [2021-03-05 12:05:16 main:581] : INFO : Epoch 1949 | loss: 0.0312526 | val_loss: 0.0312506 | Time: 2699.21 ms [2021-03-05 12:05:18 main:581] : INFO : Epoch 1950 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 2680.41 ms [2021-03-05 12:05:21 main:581] : INFO : Epoch 1951 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 2711.81 ms [2021-03-05 12:05:24 main:581] : INFO : Epoch 1952 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2699.21 ms [2021-03-05 12:05:27 main:581] : INFO : Epoch 1953 | loss: 0.031244 | val_loss: 0.0312437 | Time: 2686.16 ms [2021-03-05 12:05:29 main:581] : INFO : Epoch 1954 | loss: 0.0312425 | val_loss: 0.0312421 | Time: 2682.67 ms [2021-03-05 12:05:32 main:581] : INFO : Epoch 1955 | loss: 0.03124 | val_loss: 0.0312369 | Time: 2693.41 ms [2021-03-05 12:05:35 main:581] : INFO : Epoch 1956 | loss: 0.0312329 | val_loss: 0.0312314 | Time: 2694.42 ms [2021-03-05 12:05:37 main:581] : INFO : Epoch 1957 | loss: 0.0312285 | val_loss: 0.0312276 | Time: 2671.85 ms [2021-03-05 12:05:40 main:581] : INFO : Epoch 1958 | loss: 0.0312253 | val_loss: 0.0312241 | Time: 2683.45 ms [2021-03-05 12:05:43 main:581] : INFO : Epoch 1959 | loss: 0.0312231 | val_loss: 0.0312226 | Time: 2681.41 ms [2021-03-05 12:05:45 main:581] : INFO : Epoch 1960 | loss: 0.0312218 | val_loss: 0.031221 | Time: 2695.47 ms [2021-03-05 12:05:48 main:581] : INFO : Epoch 1961 | loss: 0.0312199 | val_loss: 0.0312185 | Time: 2683.42 ms [2021-03-05 12:05:51 main:581] : INFO : Epoch 1962 | loss: 0.0312177 | val_loss: 0.0312169 | Time: 2683.98 ms [2021-03-05 12:05:53 main:581] : INFO : Epoch 1963 | loss: 0.0312162 | val_loss: 0.0312167 | Time: 2705.5 ms [2021-03-05 12:05:56 main:581] : INFO : Epoch 1964 | loss: 0.0312153 | val_loss: 0.0312157 | Time: 2700.03 ms [2021-03-05 12:05:59 main:581] : INFO : Epoch 1965 | loss: 0.0312148 | val_loss: 0.0312152 | Time: 2674.4 ms [2021-03-05 12:06:01 main:581] : INFO : Epoch 1966 | loss: 0.0312142 | val_loss: 0.0312147 | Time: 2686.83 ms [2021-03-05 12:06:04 main:581] : INFO : Epoch 1967 | loss: 0.0312139 | val_loss: 0.0312148 | Time: 2703.5 ms [2021-03-05 12:06:07 main:581] : INFO : Epoch 1968 | loss: 0.0312135 | val_loss: 0.031214 | Time: 2700.28 ms [2021-03-05 12:06:10 main:581] : INFO : Epoch 1969 | loss: 0.0312131 | val_loss: 0.0312136 | Time: 2700.94 ms [2021-03-05 12:06:12 main:581] : INFO : Epoch 1970 | loss: 0.0312128 | val_loss: 0.0312133 | Time: 2703.91 ms [2021-03-05 12:06:15 main:581] : INFO : Epoch 1971 | loss: 0.0312127 | val_loss: 0.031213 | Time: 2709.66 ms [2021-03-05 12:06:18 main:581] : INFO : Epoch 1972 | loss: 0.0312125 | val_loss: 0.0312133 | Time: 2692.01 ms [2021-03-05 12:06:20 main:581] : INFO : Epoch 1973 | loss: 0.0312124 | val_loss: 0.0312127 | Time: 2685.46 ms [2021-03-05 12:06:23 main:581] : INFO : Epoch 1974 | loss: 0.0312122 | val_loss: 0.0312122 | Time: 2693.84 ms [2021-03-05 12:06:26 main:581] : INFO : Epoch 1975 | loss: 0.0312118 | val_loss: 0.0312129 | Time: 2698.45 ms [2021-03-05 12:06:28 main:581] : INFO : Epoch 1976 | loss: 0.0312116 | val_loss: 0.0312119 | Time: 2685.94 ms [2021-03-05 12:06:31 main:581] : INFO : Epoch 1977 | loss: 0.0312115 | val_loss: 0.0312118 | Time: 2690.26 ms [2021-03-05 12:06:34 main:581] : INFO : Epoch 1978 | loss: 0.0312114 | val_loss: 0.0312121 | Time: 2694.56 ms [2021-03-05 12:06:37 main:581] : INFO : Epoch 1979 | loss: 0.0312114 | val_loss: 0.0312116 | Time: 2688.58 ms [2021-03-05 12:06:39 main:581] : INFO : Epoch 1980 | loss: 0.0312112 | val_loss: 0.0312113 | Time: 2700.73 ms [2021-03-05 12:06:42 main:581] : INFO : Epoch 1981 | loss: 0.0312111 | val_loss: 0.0312121 | Time: 2699.19 ms [2021-03-05 12:06:45 main:581] : INFO : Epoch 1982 | loss: 0.0312111 | val_loss: 0.0312113 | Time: 2672.12 ms [2021-03-05 12:06:47 main:581] : INFO : Epoch 1983 | loss: 0.0312108 | val_loss: 0.0312111 | Time: 2701.26 ms [2021-03-05 12:06:50 main:581] : INFO : Epoch 1984 | loss: 0.0312107 | val_loss: 0.0312111 | Time: 2693.71 ms [2021-03-05 12:06:53 main:581] : INFO : Epoch 1985 | loss: 0.0312107 | val_loss: 0.0312106 | Time: 2694.59 ms [2021-03-05 12:06:55 main:581] : INFO : Epoch 1986 | loss: 0.0312104 | val_loss: 0.0312109 | Time: 2685.65 ms [2021-03-05 12:06:58 main:581] : INFO : Epoch 1987 | loss: 0.0312106 | val_loss: 0.0312102 | Time: 2694.4 ms [2021-03-05 12:07:01 main:581] : INFO : Epoch 1988 | loss: 0.0312103 | val_loss: 0.0312107 | Time: 2706.16 ms [2021-03-05 12:07:03 main:581] : INFO : Epoch 1989 | loss: 0.0312103 | val_loss: 0.0312108 | Time: 2697.72 ms [2021-03-05 12:07:06 main:581] : INFO : Epoch 1990 | loss: 0.0312105 | val_loss: 0.0312106 | Time: 2679.06 ms [2021-03-05 12:07:09 main:581] : INFO : Epoch 1991 | loss: 0.0312102 | val_loss: 0.0312097 | Time: 2698.53 ms [2021-03-05 12:07:12 main:581] : INFO : Epoch 1992 | loss: 0.0312099 | val_loss: 0.0312099 | Time: 2711.28 ms [2021-03-05 12:07:14 main:581] : INFO : Epoch 1993 | loss: 0.03121 | val_loss: 0.0312095 | Time: 2710.56 ms [2021-03-05 12:07:17 main:581] : INFO : Epoch 1994 | loss: 0.0312097 | val_loss: 0.0312092 | Time: 2686.32 ms [2021-03-05 12:07:20 main:581] : INFO : Epoch 1995 | loss: 0.0312067 | val_loss: 0.0312034 | Time: 2699.92 ms [2021-03-05 12:07:22 main:581] : INFO : Epoch 1996 | loss: 0.0312041 | val_loss: 0.031202 | Time: 2679.52 ms [2021-03-05 12:07:25 main:581] : INFO : Epoch 1997 | loss: 0.031202 | val_loss: 0.0311989 | Time: 2688.76 ms [2021-03-05 12:07:28 main:581] : INFO : Epoch 1998 | loss: 0.0311989 | val_loss: 0.0311969 | Time: 2699.45 ms [2021-03-05 12:07:30 main:581] : INFO : Epoch 1999 | loss: 0.0311978 | val_loss: 0.0311943 | Time: 2667.29 ms [2021-03-05 12:07:33 main:581] : INFO : Epoch 2000 | loss: 0.0311966 | val_loss: 0.0311942 | Time: 2685.52 ms [2021-03-05 12:07:36 main:581] : INFO : Epoch 2001 | loss: 0.0311952 | val_loss: 0.0311931 | Time: 2693.86 ms [2021-03-05 12:07:38 main:581] : INFO : Epoch 2002 | loss: 0.0311938 | val_loss: 0.0311917 | Time: 2683.63 ms [2021-03-05 12:07:41 main:581] : INFO : Epoch 2003 | loss: 0.0311924 | val_loss: 0.0311903 | Time: 2692.18 ms [2021-03-05 12:07:44 main:581] : INFO : Epoch 2004 | loss: 0.0311917 | val_loss: 0.0311893 | Time: 2680.99 ms [2021-03-05 12:07:47 main:581] : INFO : Epoch 2005 | loss: 0.0311906 | val_loss: 0.031189 | Time: 2677.61 ms [2021-03-05 12:07:49 main:581] : INFO : Epoch 2006 | loss: 0.0311898 | val_loss: 0.031189 | Time: 2695.83 ms [2021-03-05 12:07:52 main:581] : INFO : Epoch 2007 | loss: 0.0311894 | val_loss: 0.0311887 | Time: 2697.5 ms [2021-03-05 12:07:55 main:581] : INFO : Epoch 2008 | loss: 0.031189 | val_loss: 0.0311883 | Time: 2717.88 ms [2021-03-05 12:07:57 main:581] : INFO : Epoch 2009 | loss: 0.0311885 | val_loss: 0.0311879 | Time: 2702.18 ms [2021-03-05 12:08:00 main:581] : INFO : Epoch 2010 | loss: 0.0311878 | val_loss: 0.0311873 | Time: 2709.14 ms [2021-03-05 12:08:03 main:581] : INFO : Epoch 2011 | loss: 0.0311872 | val_loss: 0.0311873 | Time: 2694.79 ms [2021-03-05 12:08:05 main:581] : INFO : Epoch 2012 | loss: 0.0311867 | val_loss: 0.031187 | Time: 2700.2 ms [2021-03-05 12:08:08 main:581] : INFO : Epoch 2013 | loss: 0.0311865 | val_loss: 0.0311868 | Time: 2691.94 ms [2021-03-05 12:08:11 main:581] : INFO : Epoch 2014 | loss: 0.031186 | val_loss: 0.031187 | Time: 2712.95 ms [2021-03-05 12:08:14 main:581] : INFO : Epoch 2015 | loss: 0.0311858 | val_loss: 0.0311868 | Time: 2694.22 ms [2021-03-05 12:08:16 main:581] : INFO : Epoch 2016 | loss: 0.0311855 | val_loss: 0.0311872 | Time: 2688.22 ms [2021-03-05 12:08:19 main:581] : INFO : Epoch 2017 | loss: 0.0311854 | val_loss: 0.0311865 | Time: 2696.23 ms [2021-03-05 12:08:22 main:581] : INFO : Epoch 2018 | loss: 0.0311854 | val_loss: 0.0311875 | Time: 2683.23 ms [2021-03-05 12:08:24 main:581] : INFO : Epoch 2019 | loss: 0.0311853 | val_loss: 0.0311867 | Time: 2700.37 ms [2021-03-05 12:08:27 main:581] : INFO : Epoch 2020 | loss: 0.0311852 | val_loss: 0.0311874 | Time: 2700.63 ms [2021-03-05 12:08:30 main:581] : INFO : Epoch 2021 | loss: 0.0311851 | val_loss: 0.0311871 | Time: 2685.98 ms [2021-03-05 12:08:32 main:581] : INFO : Epoch 2022 | loss: 0.0311854 | val_loss: 0.0311867 | Time: 2692.1 ms [2021-03-05 12:08:35 main:581] : INFO : Epoch 2023 | loss: 0.0311851 | val_loss: 0.031187 | Time: 2708.75 ms [2021-03-05 12:08:38 main:581] : INFO : Epoch 2024 | loss: 0.0311852 | val_loss: 0.0311876 | Time: 2686.54 ms [2021-03-05 12:08:40 main:581] : INFO : Epoch 2025 | loss: 0.0311851 | val_loss: 0.0311869 | Time: 2694.97 ms [2021-03-05 12:08:43 main:581] : INFO : Epoch 2026 | loss: 0.0311845 | val_loss: 0.0311868 | Time: 2701.29 ms [2021-03-05 12:08:46 main:581] : INFO : Epoch 2027 | loss: 0.0311844 | val_loss: 0.0311869 | Time: 2697.27 ms [2021-03-05 12:08:49 main:581] : INFO : Epoch 2028 | loss: 0.0311841 | val_loss: 0.0311869 | Time: 2678.82 ms [2021-03-05 12:08:51 main:581] : INFO : Epoch 2029 | loss: 0.0311841 | val_loss: 0.0311872 | Time: 2700.54 ms [2021-03-05 12:08:54 main:581] : INFO : Epoch 2030 | loss: 0.0311845 | val_loss: 0.0311869 | Time: 2699.95 ms [2021-03-05 12:08:57 main:581] : INFO : Epoch 2031 | loss: 0.031185 | val_loss: 0.0311873 | Time: 2693.28 ms [2021-03-05 12:08:59 main:581] : INFO : Epoch 2032 | loss: 0.0311842 | val_loss: 0.0311875 | Time: 2695.86 ms [2021-03-05 12:09:02 main:581] : INFO : Epoch 2033 | loss: 0.0311842 | val_loss: 0.0311876 | Time: 2708.5 ms [2021-03-05 12:09:05 main:581] : INFO : Epoch 2034 | loss: 0.0311841 | val_loss: 0.0311867 | Time: 2709.05 ms [2021-03-05 12:09:07 main:581] : INFO : Epoch 2035 | loss: 0.0311838 | val_loss: 0.0311872 | Time: 2668.28 ms [2021-03-05 12:09:10 main:581] : INFO : Epoch 2036 | loss: 0.031184 | val_loss: 0.0311868 | Time: 2702.04 ms [2021-03-05 12:09:13 main:581] : INFO : Epoch 2037 | loss: 0.0311839 | val_loss: 0.0311884 | Time: 2687.93 ms [2021-03-05 12:09:16 main:581] : INFO : Epoch 2038 | loss: 0.0311846 | val_loss: 0.0311876 | Time: 2695.98 ms [2021-03-05 12:09:18 main:581] : INFO : Epoch 2039 | loss: 0.031184 | val_loss: 0.0311884 | Time: 2700.35 ms [2021-03-05 12:09:21 main:581] : INFO : Epoch 2040 | loss: 0.0311837 | val_loss: 0.0311874 | Time: 2697.37 ms [2021-03-05 12:09:24 main:581] : INFO : Epoch 2041 | loss: 0.0311836 | val_loss: 0.0311872 | Time: 2710.73 ms [2021-03-05 12:09:26 main:581] : INFO : Epoch 2042 | loss: 0.0311835 | val_loss: 0.0311888 | Time: 2675.57 ms [2021-03-05 12:09:29 main:581] : INFO : Epoch 2043 | loss: 0.0311839 | val_loss: 0.0311872 | Time: 2700.33 ms [2021-03-05 12:09:32 main:581] : INFO : Epoch 2044 | loss: 0.0311842 | val_loss: 0.0311875 | Time: 2676.97 ms [2021-03-05 12:09:34 main:581] : INFO : Epoch 2045 | loss: 0.0311834 | val_loss: 0.0311872 | Time: 2702.55 ms [2021-03-05 12:09:37 main:581] : INFO : Epoch 2046 | loss: 0.0311833 | val_loss: 0.0311871 | Time: 2683.93 ms [2021-03-05 12:09:40 main:581] : INFO : Epoch 2047 | loss: 0.0311831 | val_loss: 0.0311894 | Time: 2698.25 ms [2021-03-05 12:09:42 main:581] : INFO : Epoch 2048 | loss: 0.0311835 | val_loss: 0.0311874 | Time: 2692.97 ms [2021-03-05 12:09:42 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311874 [2021-03-05 12:09:42 main:610] : INFO : Saving end state to config to file [2021-03-05 12:09:42 main:615] : INFO : Success, exiting.. 12:09:42 (3442): 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)