Task 7603869
| Name | ParityModified-1630359268-26327-2_0 |
| Workunit | 5259080 |
| Created | 26 Sep 2021, 10:39:26 UTC |
| Sent | 28 Sep 2021, 9:22:04 UTC |
| Report deadline | 5 Oct 2021, 9:22:04 UTC |
| Received | 28 Sep 2021, 13:01:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6772 |
| Run time | 1 hours 38 min 59 sec |
| CPU time | 1 hours 37 min |
| 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: 0.031135 | val_loss: 0.0311759 | Time: 3034.96 ms
[2021-09-28 05:37:06 main:574] : INFO : Epoch 1543 | loss: 0.0311337 | val_loss: 0.0311723 | Time: 2803.29 ms
[2021-09-28 05:37:09 main:574] : INFO : Epoch 1544 | loss: 0.0311322 | val_loss: 0.0311695 | Time: 2793.24 ms
[2021-09-28 05:37:12 main:574] : INFO : Epoch 1545 | loss: 0.0311302 | val_loss: 0.0311765 | Time: 2901.8 ms
[2021-09-28 05:37:15 main:574] : INFO : Epoch 1546 | loss: 0.0311302 | val_loss: 0.0311707 | Time: 2990.01 ms
[2021-09-28 05:37:18 main:574] : INFO : Epoch 1547 | loss: 0.0311307 | val_loss: 0.0311763 | Time: 2881.51 ms
[2021-09-28 05:37:21 main:574] : INFO : Epoch 1548 | loss: 0.0311306 | val_loss: 0.031175 | Time: 2959.2 ms
[2021-09-28 05:37:24 main:574] : INFO : Epoch 1549 | loss: 0.0311325 | val_loss: 0.0311711 | Time: 2950.25 ms
[2021-09-28 05:37:26 main:574] : INFO : Epoch 1550 | loss: 0.0311333 | val_loss: 0.0311736 | Time: 2904.25 ms
[2021-09-28 05:37:29 main:574] : INFO : Epoch 1551 | loss: 0.0311389 | val_loss: 0.0311733 | Time: 2841.86 ms
[2021-09-28 05:37:32 main:574] : INFO : Epoch 1552 | loss: 0.0311436 | val_loss: 0.0311705 | Time: 2889.19 ms
[2021-09-28 05:37:35 main:574] : INFO : Epoch 1553 | loss: 0.0311423 | val_loss: 0.0311764 | Time: 3010.63 ms
[2021-09-28 05:37:38 main:574] : INFO : Epoch 1554 | loss: 0.031139 | val_loss: 0.0311713 | Time: 2811.68 ms
[2021-09-28 05:37:41 main:574] : INFO : Epoch 1555 | loss: 0.0311363 | val_loss: 0.0311711 | Time: 2981.01 ms
[2021-09-28 05:37:44 main:574] : INFO : Epoch 1556 | loss: 0.0311305 | val_loss: 0.0311685 | Time: 2746.87 ms
[2021-09-28 05:37:47 main:574] : INFO : Epoch 1557 | loss: 0.0311314 | val_loss: 0.031168 | Time: 2970.73 ms
[2021-09-28 05:37:50 main:574] : INFO : Epoch 1558 | loss: 0.0311291 | val_loss: 0.0311707 | Time: 2810.39 ms
[2021-09-28 05:37:52 main:574] : INFO : Epoch 1559 | loss: 0.0311265 | val_loss: 0.0311749 | Time: 2849.61 ms
[2021-09-28 05:37:55 main:574] : INFO : Epoch 1560 | loss: 0.0311253 | val_loss: 0.0311778 | Time: 2802.17 ms
[2021-09-28 05:37:58 main:574] : INFO : Epoch 1561 | loss: 0.0311312 | val_loss: 0.0311754 | Time: 2869.96 ms
[2021-09-28 05:38:01 main:574] : INFO : Epoch 1562 | loss: 0.0311297 | val_loss: 0.0311768 | Time: 2913.7 ms
[2021-09-28 05:38:04 main:574] : INFO : Epoch 1563 | loss: 0.0311277 | val_loss: 0.0311705 | Time: 2833.23 ms
[2021-09-28 05:38:07 main:574] : INFO : Epoch 1564 | loss: 0.031128 | val_loss: 0.0311745 | Time: 2919.28 ms
[2021-09-28 05:38:10 main:574] : INFO : Epoch 1565 | loss: 0.0311273 | val_loss: 0.0311764 | Time: 3036.48 ms
[2021-09-28 05:38:13 main:574] : INFO : Epoch 1566 | loss: 0.0311358 | val_loss: 0.0311727 | Time: 3056.9 ms
[2021-09-28 05:38:16 main:574] : INFO : Epoch 1567 | loss: 0.0311337 | val_loss: 0.0311781 | Time: 2980.29 ms
[2021-09-28 05:38:19 main:574] : INFO : Epoch 1568 | loss: 0.0311352 | val_loss: 0.0311756 | Time: 3058.1 ms
[2021-09-28 05:38:22 main:574] : INFO : Epoch 1569 | loss: 0.0311346 | val_loss: 0.0311744 | Time: 2861.13 ms
[2021-09-28 05:38:25 main:574] : INFO : Epoch 1570 | loss: 0.0311299 | val_loss: 0.0311704 | Time: 2882.88 ms
[2021-09-28 05:38:28 main:574] : INFO : Epoch 1571 | loss: 0.0311259 | val_loss: 0.031175 | Time: 2952.72 ms
[2021-09-28 05:38:31 main:574] : INFO : Epoch 1572 | loss: 0.0311209 | val_loss: 0.0311727 | Time: 2876.37 ms
[2021-09-28 05:38:33 main:574] : INFO : Epoch 1573 | loss: 0.0311201 | val_loss: 0.0311756 | Time: 2878.79 ms
[2021-09-28 05:38:36 main:574] : INFO : Epoch 1574 | loss: 0.0311206 | val_loss: 0.031175 | Time: 2829.76 ms
[2021-09-28 05:38:39 main:574] : INFO : Epoch 1575 | loss: 0.0311223 | val_loss: 0.0311778 | Time: 3053.29 ms
[2021-09-28 05:38:42 main:574] : INFO : Epoch 1576 | loss: 0.0311229 | val_loss: 0.031179 | Time: 2969.45 ms
[2021-09-28 05:38:45 main:574] : INFO : Epoch 1577 | loss: 0.0311265 | val_loss: 0.0311724 | Time: 2972.07 ms
[2021-09-28 05:38:48 main:574] : INFO : Epoch 1578 | loss: 0.0311282 | val_loss: 0.031176 | Time: 2876.53 ms
[2021-09-28 05:38:51 main:574] : INFO : Epoch 1579 | loss: 0.0311312 | val_loss: 0.0311703 | Time: 2879.21 ms
[2021-09-28 05:38:54 main:574] : INFO : Epoch 1580 | loss: 0.0311271 | val_loss: 0.0311817 | Time: 2949.57 ms
[2021-09-28 05:38:57 main:574] : INFO : Epoch 1581 | loss: 0.0311245 | val_loss: 0.0311711 | Time: 2753.82 ms
[2021-09-28 05:39:00 main:574] : INFO : Epoch 1582 | loss: 0.0311203 | val_loss: 0.0311719 | Time: 3081.34 ms
[2021-09-28 05:39:03 main:574] : INFO : Epoch 1583 | loss: 0.0311215 | val_loss: 0.031176 | Time: 2779.63 ms
[2021-09-28 05:39:06 main:574] : INFO : Epoch 1584 | loss: 0.031118 | val_loss: 0.0311718 | Time: 2837.19 ms
[2021-09-28 05:39:09 main:574] : INFO : Epoch 1585 | loss: 0.0311209 | val_loss: 0.0311822 | Time: 3217.49 ms
[2021-09-28 05:39:12 main:574] : INFO : Epoch 1586 | loss: 0.0311224 | val_loss: 0.0311739 | Time: 3187.65 ms
[2021-09-28 05:39:15 main:574] : INFO : Epoch 1587 | loss: 0.0311198 | val_loss: 0.0311693 | Time: 2822.01 ms
[2021-09-28 05:39:18 main:574] : INFO : Epoch 1588 | loss: 0.0311294 | val_loss: 0.0311786 | Time: 2837.2 ms
[2021-09-28 05:39:21 main:574] : INFO : Epoch 1589 | loss: 0.0311397 | val_loss: 0.0311653 | Time: 2871.99 ms
[2021-09-28 05:39:23 main:574] : INFO : Epoch 1590 | loss: 0.0311301 | val_loss: 0.0311789 | Time: 2910.73 ms
[2021-09-28 05:39:26 main:574] : INFO : Epoch 1591 | loss: 0.0311286 | val_loss: 0.0311707 | Time: 2798.45 ms
[2021-09-28 05:39:29 main:574] : INFO : Epoch 1592 | loss: 0.0311246 | val_loss: 0.0311691 | Time: 2839.27 ms
[2021-09-28 05:39:32 main:574] : INFO : Epoch 1593 | loss: 0.0311218 | val_loss: 0.0311754 | Time: 2950.61 ms
[2021-09-28 05:39:35 main:574] : INFO : Epoch 1594 | loss: 0.0311292 | val_loss: 0.0311809 | Time: 2816.35 ms
[2021-09-28 05:39:38 main:574] : INFO : Epoch 1595 | loss: 0.031131 | val_loss: 0.0311673 | Time: 2976.02 ms
[2021-09-28 05:39:41 main:574] : INFO : Epoch 1596 | loss: 0.0311337 | val_loss: 0.0311732 | Time: 2884.54 ms
[2021-09-28 05:39:44 main:574] : INFO : Epoch 1597 | loss: 0.0311334 | val_loss: 0.0311672 | Time: 2922.57 ms
[2021-09-28 05:39:47 main:574] : INFO : Epoch 1598 | loss: 0.0311287 | val_loss: 0.0311753 | Time: 2882.16 ms
[2021-09-28 05:39:49 main:574] : INFO : Epoch 1599 | loss: 0.0311296 | val_loss: 0.0311672 | Time: 2872.8 ms
[2021-09-28 05:39:52 main:574] : INFO : Epoch 1600 | loss: 0.0311229 | val_loss: 0.0311804 | Time: 2885.72 ms
[2021-09-28 05:39:55 main:574] : INFO : Epoch 1601 | loss: 0.0311244 | val_loss: 0.031174 | Time: 2797.76 ms
[2021-09-28 05:39:58 main:574] : INFO : Epoch 1602 | loss: 0.0311197 | val_loss: 0.0311717 | Time: 2846.38 ms
[2021-09-28 05:40:01 main:574] : INFO : Epoch 1603 | loss: 0.0311288 | val_loss: 0.0311697 | Time: 2843.32 ms
[2021-09-28 05:40:04 main:574] : INFO : Epoch 1604 | loss: 0.0311248 | val_loss: 0.0311698 | Time: 2883.18 ms
[2021-09-28 05:40:07 main:574] : INFO : Epoch 1605 | loss: 0.0311217 | val_loss: 0.0311748 | Time: 2899.39 ms
[2021-09-28 05:40:10 main:574] : INFO : Epoch 1606 | loss: 0.0311193 | val_loss: 0.0311761 | Time: 2923.15 ms
[2021-09-28 05:40:12 main:574] : INFO : Epoch 1607 | loss: 0.0311159 | val_loss: 0.0311716 | Time: 2918.01 ms
[2021-09-28 05:40:15 main:574] : INFO : Epoch 1608 | loss: 0.031117 | val_loss: 0.031172 | Time: 2945.27 ms
[2021-09-28 05:40:18 main:574] : INFO : Epoch 1609 | loss: 0.0311207 | val_loss: 0.031168 | Time: 2977.52 ms
[2021-09-28 05:40:21 main:574] : INFO : Epoch 1610 | loss: 0.0311262 | val_loss: 0.0311736 | Time: 2951.87 ms
[2021-09-28 05:40:24 main:574] : INFO : Epoch 1611 | loss: 0.0311252 | val_loss: 0.0311709 | Time: 2994.83 ms
[2021-09-28 05:40:27 main:574] : INFO : Epoch 1612 | loss: 0.0311227 | val_loss: 0.0311694 | Time: 2743.84 ms
[2021-09-28 05:40:30 main:574] : INFO : Epoch 1613 | loss: 0.0311184 | val_loss: 0.0311693 | Time: 2914.69 ms
[2021-09-28 05:40:33 main:574] : INFO : Epoch 1614 | loss: 0.0311159 | val_loss: 0.031172 | Time: 2871.44 ms
[2021-09-28 05:40:36 main:574] : INFO : Epoch 1615 | loss: 0.0311316 | val_loss: 0.031174 | Time: 2898.05 ms
[2021-09-28 05:40:39 main:574] : INFO : Epoch 1616 | loss: 0.0311297 | val_loss: 0.0311654 | Time: 3081.1 ms
[2021-09-28 05:40:42 main:574] : INFO : Epoch 1617 | loss: 0.0311236 | val_loss: 0.0311667 | Time: 2814.74 ms
[2021-09-28 05:40:45 main:574] : INFO : Epoch 1618 | loss: 0.0311232 | val_loss: 0.0311711 | Time: 3159.66 ms
[2021-09-28 05:40:48 main:574] : INFO : Epoch 1619 | loss: 0.0311186 | val_loss: 0.031173 | Time: 2855.9 ms
[2021-09-28 05:40:51 main:574] : INFO : Epoch 1620 | loss: 0.0311174 | val_loss: 0.0311684 | Time: 2959.96 ms
[2021-09-28 05:40:54 main:574] : INFO : Epoch 1621 | loss: 0.0311159 | val_loss: 0.0311861 | Time: 2894.53 ms
[2021-09-28 05:40:56 main:574] : INFO : Epoch 1622 | loss: 0.0311195 | val_loss: 0.0311711 | Time: 2798.8 ms
[2021-09-28 05:40:59 main:574] : INFO : Epoch 1623 | loss: 0.0311161 | val_loss: 0.0311787 | Time: 2929.04 ms
[2021-09-28 05:41:02 main:574] : INFO : Epoch 1624 | loss: 0.031119 | val_loss: 0.0311662 | Time: 2893.56 ms
[2021-09-28 05:41:05 main:574] : INFO : Epoch 1625 | loss: 0.0311186 | val_loss: 0.0311731 | Time: 2994.76 ms
[2021-09-28 05:41:08 main:574] : INFO : Epoch 1626 | loss: 0.0311202 | val_loss: 0.0311698 | Time: 2914.94 ms
[2021-09-28 05:41:11 main:574] : INFO : Epoch 1627 | loss: 0.0311229 | val_loss: 0.0311716 | Time: 2931.86 ms
[2021-09-28 05:41:14 main:574] : INFO : Epoch 1628 | loss: 0.0311162 | val_loss: 0.031174 | Time: 2893.61 ms
[2021-09-28 05:41:17 main:574] : INFO : Epoch 1629 | loss: 0.0311178 | val_loss: 0.0311788 | Time: 2920.62 ms
[2021-09-28 05:41:20 main:574] : INFO : Epoch 1630 | loss: 0.0311238 | val_loss: 0.031177 | Time: 2752.08 ms
[2021-09-28 05:41:23 main:574] : INFO : Epoch 1631 | loss: 0.0311194 | val_loss: 0.0311745 | Time: 2819.47 ms
[2021-09-28 05:41:26 main:574] : INFO : Epoch 1632 | loss: 0.0311179 | val_loss: 0.0311707 | Time: 3078.06 ms
[2021-09-28 05:41:29 main:574] : INFO : Epoch 1633 | loss: 0.0311177 | val_loss: 0.0311773 | Time: 2886.93 ms
[2021-09-28 05:41:31 main:574] : INFO : Epoch 1634 | loss: 0.031125 | val_loss: 0.0311723 | Time: 2861.28 ms
[2021-09-28 05:41:34 main:574] : INFO : Epoch 1635 | loss: 0.031119 | val_loss: 0.0311723 | Time: 2834.77 ms
[2021-09-28 05:41:37 main:574] : INFO : Epoch 1636 | loss: 0.0311376 | val_loss: 0.0311692 | Time: 2822.15 ms
[2021-09-28 05:41:40 main:574] : INFO : Epoch 1637 | loss: 0.0311379 | val_loss: 0.0311687 | Time: 2918.85 ms
[2021-09-28 05:41:43 main:574] : INFO : Epoch 1638 | loss: 0.0311297 | val_loss: 0.0311674 | Time: 3152.19 ms
[2021-09-28 05:41:46 main:574] : INFO : Epoch 1639 | loss: 0.0311284 | val_loss: 0.0311699 | Time: 2756.78 ms
[2021-09-28 05:41:49 main:574] : INFO : Epoch 1640 | loss: 0.0311397 | val_loss: 0.0311768 | Time: 2810.04 ms
[2021-09-28 05:41:52 main:574] : INFO : Epoch 1641 | loss: 0.0311497 | val_loss: 0.0311729 | Time: 2834.25 ms
[2021-09-28 05:41:54 main:574] : INFO : Epoch 1642 | loss: 0.0311427 | val_loss: 0.031177 | Time: 2767.39 ms
[2021-09-28 05:41:57 main:574] : INFO : Epoch 1643 | loss: 0.031138 | val_loss: 0.0311722 | Time: 2920.55 ms
[2021-09-28 05:42:00 main:574] : INFO : Epoch 1644 | loss: 0.0311281 | val_loss: 0.0311666 | Time: 2967.25 ms
[2021-09-28 05:42:03 main:574] : INFO : Epoch 1645 | loss: 0.0311243 | val_loss: 0.0311797 | Time: 2867.98 ms
[2021-09-28 05:42:06 main:574] : INFO : Epoch 1646 | loss: 0.0311205 | val_loss: 0.0311699 | Time: 2767.13 ms
[2021-09-28 05:42:09 main:574] : INFO : Epoch 1647 | loss: 0.0311287 | val_loss: 0.0311749 | Time: 2854.85 ms
[2021-09-28 05:42:12 main:574] : INFO : Epoch 1648 | loss: 0.0311246 | val_loss: 0.0311692 | Time: 2793.25 ms
[2021-09-28 05:42:14 main:574] : INFO : Epoch 1649 | loss: 0.0311192 | val_loss: 0.0311704 | Time: 2725.45 ms
[2021-09-28 05:42:17 main:574] : INFO : Epoch 1650 | loss: 0.0311157 | val_loss: 0.0311702 | Time: 2879.21 ms
[2021-09-28 05:42:20 main:574] : INFO : Epoch 1651 | loss: 0.0311171 | val_loss: 0.0311751 | Time: 2889.64 ms
[2021-09-28 05:42:23 main:574] : INFO : Epoch 1652 | loss: 0.0311163 | val_loss: 0.0311715 | Time: 2919.54 ms
[2021-09-28 05:42:26 main:574] : INFO : Epoch 1653 | loss: 0.0311163 | val_loss: 0.0311699 | Time: 2834.19 ms
[2021-09-28 05:42:29 main:574] : INFO : Epoch 1654 | loss: 0.0311147 | val_loss: 0.0311725 | Time: 2728.92 ms
[2021-09-28 05:42:32 main:574] : INFO : Epoch 1655 | loss: 0.0311139 | val_loss: 0.0311733 | Time: 2958.92 ms
[2021-09-28 05:42:34 main:574] : INFO : Epoch 1656 | loss: 0.0311159 | val_loss: 0.0311754 | Time: 2734.94 ms
[2021-09-28 05:42:37 main:574] : INFO : Epoch 1657 | loss: 0.0311185 | val_loss: 0.0311812 | Time: 2967.47 ms
[2021-09-28 05:42:40 main:574] : INFO : Epoch 1658 | loss: 0.0311167 | val_loss: 0.0311694 | Time: 2915.6 ms
[2021-09-28 05:42:43 main:574] : INFO : Epoch 1659 | loss: 0.0311155 | val_loss: 0.0311686 | Time: 2915.34 ms
[2021-09-28 05:42:46 main:574] : INFO : Epoch 1660 | loss: 0.0311127 | val_loss: 0.0311749 | Time: 3023.61 ms
[2021-09-28 05:42:49 main:574] : INFO : Epoch 1661 | loss: 0.0311105 | val_loss: 0.0311769 | Time: 2842.99 ms
[2021-09-28 05:42:52 main:574] : INFO : Epoch 1662 | loss: 0.0311121 | val_loss: 0.0311754 | Time: 2787.68 ms
[2021-09-28 05:42:55 main:574] : INFO : Epoch 1663 | loss: 0.031108 | val_loss: 0.0311766 | Time: 2851.91 ms
[2021-09-28 05:42:58 main:574] : INFO : Epoch 1664 | loss: 0.0311074 | val_loss: 0.0311732 | Time: 3003.67 ms
[2021-09-28 05:43:01 main:574] : INFO : Epoch 1665 | loss: 0.0311095 | val_loss: 0.0311753 | Time: 2947.52 ms
[2021-09-28 05:43:04 main:574] : INFO : Epoch 1666 | loss: 0.031106 | val_loss: 0.03118 | Time: 2905.33 ms
[2021-09-28 05:43:07 main:574] : INFO : Epoch 1667 | loss: 0.0311059 | val_loss: 0.0311761 | Time: 2937.13 ms
[2021-09-28 05:43:09 main:574] : INFO : Epoch 1668 | loss: 0.0311045 | val_loss: 0.0311727 | Time: 2807.7 ms
[2021-09-28 05:43:12 main:574] : INFO : Epoch 1669 | loss: 0.0311057 | val_loss: 0.0311772 | Time: 2920 ms
[2021-09-28 05:43:15 main:574] : INFO : Epoch 1670 | loss: 0.031107 | val_loss: 0.0311764 | Time: 2783.69 ms
[2021-09-28 05:43:18 main:574] : INFO : Epoch 1671 | loss: 0.0311037 | val_loss: 0.0311759 | Time: 2882.18 ms
[2021-09-28 05:43:21 main:574] : INFO : Epoch 1672 | loss: 0.0311051 | val_loss: 0.0311746 | Time: 2827.63 ms
[2021-09-28 05:43:24 main:574] : INFO : Epoch 1673 | loss: 0.0311177 | val_loss: 0.031171 | Time: 2839.59 ms
[2021-09-28 05:43:26 main:574] : INFO : Epoch 1674 | loss: 0.0311184 | val_loss: 0.0311743 | Time: 2865.51 ms
[2021-09-28 05:43:29 main:574] : INFO : Epoch 1675 | loss: 0.0311122 | val_loss: 0.0311703 | Time: 2793.87 ms
[2021-09-28 05:43:32 main:574] : INFO : Epoch 1676 | loss: 0.0311063 | val_loss: 0.0311735 | Time: 2844.4 ms
[2021-09-28 05:43:35 main:574] : INFO : Epoch 1677 | loss: 0.0311158 | val_loss: 0.0311855 | Time: 2785.63 ms
[2021-09-28 05:43:38 main:574] : INFO : Epoch 1678 | loss: 0.0311364 | val_loss: 0.0311728 | Time: 2961.61 ms
[2021-09-28 05:43:41 main:574] : INFO : Epoch 1679 | loss: 0.0311237 | val_loss: 0.0311711 | Time: 2894.14 ms
[2021-09-28 05:43:44 main:574] : INFO : Epoch 1680 | loss: 0.0311182 | val_loss: 0.0311725 | Time: 2901.61 ms
[2021-09-28 05:43:47 main:574] : INFO : Epoch 1681 | loss: 0.0311117 | val_loss: 0.0311773 | Time: 2965.72 ms
[2021-09-28 05:43:50 main:574] : INFO : Epoch 1682 | loss: 0.0311115 | val_loss: 0.0311771 | Time: 3023.23 ms
[2021-09-28 05:43:53 main:574] : INFO : Epoch 1683 | loss: 0.0311051 | val_loss: 0.0311771 | Time: 2952.78 ms
[2021-09-28 05:43:56 main:574] : INFO : Epoch 1684 | loss: 0.0311082 | val_loss: 0.0311774 | Time: 2905.46 ms
[2021-09-28 05:43:59 main:574] : INFO : Epoch 1685 | loss: 0.0311055 | val_loss: 0.0311813 | Time: 3112.98 ms
[2021-09-28 05:44:01 main:574] : INFO : Epoch 1686 | loss: 0.0311003 | val_loss: 0.0311817 | Time: 2769.57 ms
[2021-09-28 05:44:04 main:574] : INFO : Epoch 1687 | loss: 0.0311058 | val_loss: 0.0311712 | Time: 2913.02 ms
[2021-09-28 05:44:07 main:574] : INFO : Epoch 1688 | loss: 0.0311098 | val_loss: 0.0311822 | Time: 2975.67 ms
[2021-09-28 05:44:10 main:574] : INFO : Epoch 1689 | loss: 0.0311168 | val_loss: 0.0311753 | Time: 2761.98 ms
[2021-09-28 05:44:13 main:574] : INFO : Epoch 1690 | loss: 0.0311124 | val_loss: 0.0311878 | Time: 2922.02 ms
[2021-09-28 05:44:16 main:574] : INFO : Epoch 1691 | loss: 0.0311077 | val_loss: 0.0311816 | Time: 2737.78 ms
[2021-09-28 05:44:19 main:574] : INFO : Epoch 1692 | loss: 0.031106 | val_loss: 0.0311893 | Time: 2994.43 ms
[2021-09-28 05:44:22 main:574] : INFO : Epoch 1693 | loss: 0.0311132 | val_loss: 0.0311819 | Time: 2783.61 ms
[2021-09-28 05:44:25 main:574] : INFO : Epoch 1694 | loss: 0.031112 | val_loss: 0.0311796 | Time: 2901.81 ms
[2021-09-28 05:44:27 main:574] : INFO : Epoch 1695 | loss: 0.0311138 | val_loss: 0.031174 | Time: 2864.93 ms
[2021-09-28 05:44:30 main:574] : INFO : Epoch 1696 | loss: 0.0311466 | val_loss: 0.0311623 | Time: 2873.35 ms
[2021-09-28 05:44:33 main:574] : INFO : Epoch 1697 | loss: 0.0311433 | val_loss: 0.031164 | Time: 2856.68 ms
[2021-09-28 05:44:36 main:574] : INFO : Epoch 1698 | loss: 0.0311389 | val_loss: 0.031167 | Time: 2854.48 ms
[2021-09-28 05:44:39 main:574] : INFO : Epoch 1699 | loss: 0.0311307 | val_loss: 0.0311676 | Time: 2907 ms
[2021-09-28 05:44:42 main:574] : INFO : Epoch 1700 | loss: 0.0311255 | val_loss: 0.0311686 | Time: 2782.29 ms
[2021-09-28 05:44:45 main:574] : INFO : Epoch 1701 | loss: 0.0311186 | val_loss: 0.0311745 | Time: 2902.14 ms
[2021-09-28 05:44:47 main:574] : INFO : Epoch 1702 | loss: 0.0311184 | val_loss: 0.0311671 | Time: 2876.26 ms
[2021-09-28 05:44:50 main:574] : INFO : Epoch 1703 | loss: 0.0311157 | val_loss: 0.0311753 | Time: 2904.21 ms
[2021-09-28 05:44:53 main:574] : INFO : Epoch 1704 | loss: 0.0311191 | val_loss: 0.0311793 | Time: 2896.08 ms
[2021-09-28 05:44:56 main:574] : INFO : Epoch 1705 | loss: 0.0311085 | val_loss: 0.0311818 | Time: 2895.91 ms
[2021-09-28 05:44:59 main:574] : INFO : Epoch 1706 | loss: 0.0311123 | val_loss: 0.0311778 | Time: 2913.2 ms
[2021-09-28 05:45:02 main:574] : INFO : Epoch 1707 | loss: 0.0311092 | val_loss: 0.0311786 | Time: 2885.08 ms
[2021-09-28 05:45:05 main:574] : INFO : Epoch 1708 | loss: 0.0311111 | val_loss: 0.0311736 | Time: 2931.45 ms
[2021-09-28 05:45:08 main:574] : INFO : Epoch 1709 | loss: 0.0311081 | val_loss: 0.0311806 | Time: 2818.24 ms
[2021-09-28 05:45:11 main:574] : INFO : Epoch 1710 | loss: 0.0311141 | val_loss: 0.03117 | Time: 2847.16 ms
[2021-09-28 05:45:14 main:574] : INFO : Epoch 1711 | loss: 0.031112 | val_loss: 0.031177 | Time: 2995.55 ms
[2021-09-28 05:45:16 main:574] : INFO : Epoch 1712 | loss: 0.0311055 | val_loss: 0.0311777 | Time: 2801.71 ms
[2021-09-28 05:45:19 main:574] : INFO : Epoch 1713 | loss: 0.0311069 | val_loss: 0.0311745 | Time: 2950.51 ms
[2021-09-28 05:45:22 main:574] : INFO : Epoch 1714 | loss: 0.0311072 | val_loss: 0.0311802 | Time: 2870.36 ms
[2021-09-28 05:45:25 main:574] : INFO : Epoch 1715 | loss: 0.0311064 | val_loss: 0.0311835 | Time: 3128.6 ms
[2021-09-28 05:45:28 main:574] : INFO : Epoch 1716 | loss: 0.0311145 | val_loss: 0.0311803 | Time: 2888.32 ms
[2021-09-28 05:45:31 main:574] : INFO : Epoch 1717 | loss: 0.031138 | val_loss: 0.0311728 | Time: 2930.39 ms
[2021-09-28 05:45:34 main:574] : INFO : Epoch 1718 | loss: 0.031127 | val_loss: 0.0311697 | Time: 2820.84 ms
[2021-09-28 05:45:37 main:574] : INFO : Epoch 1719 | loss: 0.0311244 | val_loss: 0.0311749 | Time: 2824.63 ms
[2021-09-28 05:45:40 main:574] : INFO : Epoch 1720 | loss: 0.0311203 | val_loss: 0.031178 | Time: 2902.79 ms
[2021-09-28 05:45:43 main:574] : INFO : Epoch 1721 | loss: 0.031114 | val_loss: 0.0311754 | Time: 2901.34 ms
[2021-09-28 05:45:46 main:574] : INFO : Epoch 1722 | loss: 0.0311123 | val_loss: 0.0311754 | Time: 2817.17 ms
[2021-09-28 05:45:48 main:574] : INFO : Epoch 1723 | loss: 0.0311099 | val_loss: 0.0311735 | Time: 2770.19 ms
[2021-09-28 05:45:51 main:574] : INFO : Epoch 1724 | loss: 0.0311058 | val_loss: 0.0311781 | Time: 2883.42 ms
[2021-09-28 05:45:54 main:574] : INFO : Epoch 1725 | loss: 0.0311015 | val_loss: 0.0311855 | Time: 2913.51 ms
[2021-09-28 05:45:57 main:574] : INFO : Epoch 1726 | loss: 0.0311157 | val_loss: 0.0311763 | Time: 2738.08 ms
[2021-09-28 05:46:00 main:574] : INFO : Epoch 1727 | loss: 0.031111 | val_loss: 0.0311737 | Time: 2871.4 ms
[2021-09-28 05:46:03 main:574] : INFO : Epoch 1728 | loss: 0.031105 | val_loss: 0.0311826 | Time: 2988.24 ms
[2021-09-28 05:46:06 main:574] : INFO : Epoch 1729 | loss: 0.0311029 | val_loss: 0.0311779 | Time: 2897.83 ms
[2021-09-28 05:46:09 main:574] : INFO : Epoch 1730 | loss: 0.0311046 | val_loss: 0.0311798 | Time: 2914.8 ms
[2021-09-28 05:46:12 main:574] : INFO : Epoch 1731 | loss: 0.0311028 | val_loss: 0.0311756 | Time: 2952.59 ms
[2021-09-28 05:46:14 main:574] : INFO : Epoch 1732 | loss: 0.0311056 | val_loss: 0.0311751 | Time: 2812.26 ms
[2021-09-28 05:46:17 main:574] : INFO : Epoch 1733 | loss: 0.0311131 | val_loss: 0.0311757 | Time: 2897.37 ms
[2021-09-28 05:46:20 main:574] : INFO : Epoch 1734 | loss: 0.0311075 | val_loss: 0.0311718 | Time: 2832.99 ms
[2021-09-28 05:46:23 main:574] : INFO : Epoch 1735 | loss: 0.0311066 | val_loss: 0.0311812 | Time: 2801.55 ms
[2021-09-28 05:46:26 main:574] : INFO : Epoch 1736 | loss: 0.0311015 | val_loss: 0.031175 | Time: 2926 ms
[2021-09-28 05:46:29 main:574] : INFO : Epoch 1737 | loss: 0.0311023 | val_loss: 0.0311783 | Time: 2866.95 ms
[2021-09-28 05:46:32 main:574] : INFO : Epoch 1738 | loss: 0.0311013 | val_loss: 0.0311787 | Time: 2925.69 ms
[2021-09-28 05:46:35 main:574] : INFO : Epoch 1739 | loss: 0.0311026 | val_loss: 0.0311781 | Time: 2850.8 ms
[2021-09-28 05:46:38 main:574] : INFO : Epoch 1740 | loss: 0.0310987 | val_loss: 0.0311916 | Time: 2981.9 ms
[2021-09-28 05:46:40 main:574] : INFO : Epoch 1741 | loss: 0.0310994 | val_loss: 0.0311883 | Time: 2867.4 ms
[2021-09-28 05:46:43 main:574] : INFO : Epoch 1742 | loss: 0.0311048 | val_loss: 0.0311818 | Time: 2766.38 ms
[2021-09-28 05:46:46 main:574] : INFO : Epoch 1743 | loss: 0.031101 | val_loss: 0.0311864 | Time: 2878.12 ms
[2021-09-28 05:46:49 main:574] : INFO : Epoch 1744 | loss: 0.0310982 | val_loss: 0.0311802 | Time: 2918.37 ms
[2021-09-28 05:46:52 main:574] : INFO : Epoch 1745 | loss: 0.0310999 | val_loss: 0.0311816 | Time: 2831.24 ms
[2021-09-28 05:46:55 main:574] : INFO : Epoch 1746 | loss: 0.0311046 | val_loss: 0.0311712 | Time: 2955.56 ms
[2021-09-28 05:46:58 main:574] : INFO : Epoch 1747 | loss: 0.0311189 | val_loss: 0.0311696 | Time: 2878.49 ms
[2021-09-28 05:47:01 main:574] : INFO : Epoch 1748 | loss: 0.0311184 | val_loss: 0.0311809 | Time: 2950.52 ms
[2021-09-28 05:47:04 main:574] : INFO : Epoch 1749 | loss: 0.031115 | val_loss: 0.0311729 | Time: 2903.3 ms
[2021-09-28 05:47:07 main:574] : INFO : Epoch 1750 | loss: 0.0311106 | val_loss: 0.0311754 | Time: 3044.71 ms
[2021-09-28 05:47:09 main:574] : INFO : Epoch 1751 | loss: 0.0311132 | val_loss: 0.0311826 | Time: 2743.82 ms
[2021-09-28 05:47:12 main:574] : INFO : Epoch 1752 | loss: 0.0311128 | val_loss: 0.0311739 | Time: 2845.09 ms
[2021-09-28 05:47:15 main:574] : INFO : Epoch 1753 | loss: 0.0311288 | val_loss: 0.0311721 | Time: 2893.39 ms
[2021-09-28 05:47:18 main:574] : INFO : Epoch 1754 | loss: 0.0311233 | val_loss: 0.0311746 | Time: 2785.06 ms
[2021-09-28 05:47:21 main:574] : INFO : Epoch 1755 | loss: 0.0311244 | val_loss: 0.0311692 | Time: 2925.13 ms
[2021-09-28 05:47:24 main:574] : INFO : Epoch 1756 | loss: 0.0311423 | val_loss: 0.0311713 | Time: 2811.02 ms
[2021-09-28 05:47:27 main:574] : INFO : Epoch 1757 | loss: 0.0311407 | val_loss: 0.0311691 | Time: 3023 ms
[2021-09-28 05:47:30 main:574] : INFO : Epoch 1758 | loss: 0.0311308 | val_loss: 0.0311699 | Time: 2903.08 ms
[2021-09-28 05:47:32 main:574] : INFO : Epoch 1759 | loss: 0.0311264 | val_loss: 0.0311712 | Time: 2840.38 ms
[2021-09-28 05:47:35 main:574] : INFO : Epoch 1760 | loss: 0.0311196 | val_loss: 0.0311697 | Time: 2850.93 ms
[2021-09-28 05:47:38 main:574] : INFO : Epoch 1761 | loss: 0.0311154 | val_loss: 0.0311742 | Time: 2925.3 ms
[2021-09-28 05:47:41 main:574] : INFO : Epoch 1762 | loss: 0.0311144 | val_loss: 0.0311746 | Time: 2864.92 ms
[2021-09-28 05:47:44 main:574] : INFO : Epoch 1763 | loss: 0.0311134 | val_loss: 0.031171 | Time: 2884.05 ms
[2021-09-28 05:47:47 main:574] : INFO : Epoch 1764 | loss: 0.0311069 | val_loss: 0.0311812 | Time: 2825.79 ms
[2021-09-28 05:47:50 main:574] : INFO : Epoch 1765 | loss: 0.0311053 | val_loss: 0.0311736 | Time: 2823.17 ms
[2021-09-28 05:47:53 main:574] : INFO : Epoch 1766 | loss: 0.0311071 | val_loss: 0.0311798 | Time: 3095.76 ms
[2021-09-28 05:47:56 main:574] : INFO : Epoch 1767 | loss: 0.031103 | val_loss: 0.0311792 | Time: 2952.97 ms
[2021-09-28 05:47:59 main:574] : INFO : Epoch 1768 | loss: 0.0311058 | val_loss: 0.0311821 | Time: 3112.01 ms
[2021-09-28 05:48:02 main:574] : INFO : Epoch 1769 | loss: 0.0311029 | val_loss: 0.0311795 | Time: 2916.31 ms
[2021-09-28 05:48:05 main:574] : INFO : Epoch 1770 | loss: 0.0311028 | val_loss: 0.0311885 | Time: 2994.28 ms
[2021-09-28 05:48:08 main:574] : INFO : Epoch 1771 | loss: 0.0311022 | val_loss: 0.0311799 | Time: 2836.47 ms
[2021-09-28 05:48:11 main:574] : INFO : Epoch 1772 | loss: 0.0311055 | val_loss: 0.0311789 | Time: 2950.23 ms
[2021-09-28 05:48:13 main:574] : INFO : Epoch 1773 | loss: 0.0311006 | val_loss: 0.0311736 | Time: 2785.88 ms
[2021-09-28 05:48:16 main:574] : INFO : Epoch 1774 | loss: 0.0311046 | val_loss: 0.0311803 | Time: 2857.53 ms
[2021-09-28 05:48:19 main:574] : INFO : Epoch 1775 | loss: 0.0311464 | val_loss: 0.031185 | Time: 3089.6 ms
[2021-09-28 05:48:22 main:574] : INFO : Epoch 1776 | loss: 0.0311738 | val_loss: 0.0311729 | Time: 2827.19 ms
[2021-09-28 05:48:25 main:574] : INFO : Epoch 1777 | loss: 0.0311775 | val_loss: 0.031197 | Time: 2974.06 ms
[2021-09-28 05:48:28 main:574] : INFO : Epoch 1778 | loss: 0.0316549 | val_loss: 0.0326066 | Time: 2729.48 ms
[2021-09-28 05:48:31 main:574] : INFO : Epoch 1779 | loss: 0.0334742 | val_loss: 0.0361903 | Time: 2844.02 ms
[2021-09-28 05:48:34 main:574] : INFO : Epoch 1780 | loss: 0.0330209 | val_loss: 0.0313941 | Time: 2810.99 ms
[2021-09-28 05:48:36 main:574] : INFO : Epoch 1781 | loss: 0.0314108 | val_loss: 0.0313038 | Time: 2861.24 ms
[2021-09-28 05:48:39 main:574] : INFO : Epoch 1782 | loss: 0.0312817 | val_loss: 0.0312589 | Time: 2898.06 ms
[2021-09-28 05:48:42 main:574] : INFO : Epoch 1783 | loss: 0.0312533 | val_loss: 0.0312492 | Time: 2886.35 ms
[2021-09-28 05:48:45 main:574] : INFO : Epoch 1784 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 2831.91 ms
[2021-09-28 05:48:48 main:574] : INFO : Epoch 1785 | loss: 0.031241 | val_loss: 0.0312379 | Time: 2860.95 ms
[2021-09-28 05:48:51 main:574] : INFO : Epoch 1786 | loss: 0.0312334 | val_loss: 0.031234 | Time: 2890.59 ms
[2021-09-28 05:48:54 main:574] : INFO : Epoch 1787 | loss: 0.0312276 | val_loss: 0.031225 | Time: 2905.6 ms
[2021-09-28 05:48:57 main:574] : INFO : Epoch 1788 | loss: 0.0312201 | val_loss: 0.0312193 | Time: 2959.68 ms
[2021-09-28 05:49:00 main:574] : INFO : Epoch 1789 | loss: 0.0312149 | val_loss: 0.0312127 | Time: 3038.54 ms
[2021-09-28 05:49:03 main:574] : INFO : Epoch 1790 | loss: 0.0312103 | val_loss: 0.0312112 | Time: 2917.33 ms
[2021-09-28 05:49:06 main:574] : INFO : Epoch 1791 | loss: 0.0312063 | val_loss: 0.0312037 | Time: 2990.15 ms
[2021-09-28 05:49:08 main:574] : INFO : Epoch 1792 | loss: 0.0312016 | val_loss: 0.0312014 | Time: 2836.39 ms
[2021-09-28 05:49:12 main:574] : INFO : Epoch 1793 | loss: 0.0311998 | val_loss: 0.031203 | Time: 3022.21 ms
[2021-09-28 05:49:14 main:574] : INFO : Epoch 1794 | loss: 0.0311994 | val_loss: 0.0311966 | Time: 2875.12 ms
[2021-09-28 05:49:17 main:574] : INFO : Epoch 1795 | loss: 0.0311944 | val_loss: 0.0311977 | Time: 2840.01 ms
[2021-09-28 05:49:20 main:574] : INFO : Epoch 1796 | loss: 0.0311925 | val_loss: 0.0311922 | Time: 2838.52 ms
[2021-09-28 05:49:23 main:574] : INFO : Epoch 1797 | loss: 0.0311902 | val_loss: 0.0311924 | Time: 2820.42 ms
[2021-09-28 05:49:26 main:574] : INFO : Epoch 1798 | loss: 0.0311883 | val_loss: 0.0311922 | Time: 2927.7 ms
[2021-09-28 05:49:29 main:574] : INFO : Epoch 1799 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 2857.8 ms
[2021-09-28 05:49:32 main:574] : INFO : Epoch 1800 | loss: 0.031184 | val_loss: 0.0311855 | Time: 2908.28 ms
[2021-09-28 05:49:35 main:574] : INFO : Epoch 1801 | loss: 0.0311798 | val_loss: 0.0311827 | Time: 2913.13 ms
[2021-09-28 05:49:37 main:574] : INFO : Epoch 1802 | loss: 0.0311744 | val_loss: 0.0311768 | Time: 2852.6 ms
[2021-09-28 05:49:40 main:574] : INFO : Epoch 1803 | loss: 0.0311704 | val_loss: 0.0311742 | Time: 2985.37 ms
[2021-09-28 05:49:43 main:574] : INFO : Epoch 1804 | loss: 0.0311669 | val_loss: 0.0311724 | Time: 2850.76 ms
[2021-09-28 05:49:46 main:574] : INFO : Epoch 1805 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 2967.05 ms
[2021-09-28 05:49:49 main:574] : INFO : Epoch 1806 | loss: 0.0311639 | val_loss: 0.0311696 | Time: 2905.73 ms
[2021-09-28 05:49:52 main:574] : INFO : Epoch 1807 | loss: 0.0311614 | val_loss: 0.0311712 | Time: 3025.43 ms
[2021-09-28 05:49:55 main:574] : INFO : Epoch 1808 | loss: 0.0311601 | val_loss: 0.0311772 | Time: 2878.07 ms
[2021-09-28 05:49:58 main:574] : INFO : Epoch 1809 | loss: 0.0311602 | val_loss: 0.0311702 | Time: 2956.68 ms
[2021-09-28 05:50:01 main:574] : INFO : Epoch 1810 | loss: 0.0311555 | val_loss: 0.0311723 | Time: 2858.51 ms
[2021-09-28 05:50:04 main:574] : INFO : Epoch 1811 | loss: 0.0311558 | val_loss: 0.0311703 | Time: 2946.13 ms
[2021-09-28 05:50:07 main:574] : INFO : Epoch 1812 | loss: 0.031155 | val_loss: 0.0311681 | Time: 2955.99 ms
[2021-09-28 05:50:10 main:574] : INFO : Epoch 1813 | loss: 0.0311515 | val_loss: 0.0311702 | Time: 3071.8 ms
[2021-09-28 05:50:13 main:574] : INFO : Epoch 1814 | loss: 0.0311505 | val_loss: 0.0311723 | Time: 2908.11 ms
[2021-09-28 05:50:16 main:574] : INFO : Epoch 1815 | loss: 0.0311489 | val_loss: 0.0311711 | Time: 2887.21 ms
[2021-09-28 05:50:19 main:574] : INFO : Epoch 1816 | loss: 0.0311492 | val_loss: 0.0311714 | Time: 2921.33 ms
[2021-09-28 05:50:21 main:574] : INFO : Epoch 1817 | loss: 0.0311466 | val_loss: 0.031173 | Time: 2834.01 ms
[2021-09-28 05:50:24 main:574] : INFO : Epoch 1818 | loss: 0.0311462 | val_loss: 0.0311731 | Time: 3013.86 ms
[2021-09-28 05:50:27 main:574] : INFO : Epoch 1819 | loss: 0.0311439 | val_loss: 0.0311721 | Time: 2858.76 ms
[2021-09-28 05:50:30 main:574] : INFO : Epoch 1820 | loss: 0.0311432 | val_loss: 0.0311816 | Time: 2884.44 ms
[2021-09-28 05:50:33 main:574] : INFO : Epoch 1821 | loss: 0.0311425 | val_loss: 0.0311808 | Time: 2880.06 ms
[2021-09-28 05:50:36 main:574] : INFO : Epoch 1822 | loss: 0.0311414 | val_loss: 0.0311807 | Time: 2881.19 ms
[2021-09-28 05:50:39 main:574] : INFO : Epoch 1823 | loss: 0.0311403 | val_loss: 0.0311781 | Time: 2970.85 ms
[2021-09-28 05:50:42 main:574] : INFO : Epoch 1824 | loss: 0.0311408 | val_loss: 0.0311763 | Time: 2896.48 ms
[2021-09-28 05:50:45 main:574] : INFO : Epoch 1825 | loss: 0.0311385 | val_loss: 0.0311769 | Time: 2911.66 ms
[2021-09-28 05:50:48 main:574] : INFO : Epoch 1826 | loss: 0.0311369 | val_loss: 0.0311828 | Time: 2905.85 ms
[2021-09-28 05:50:51 main:574] : INFO : Epoch 1827 | loss: 0.0311373 | val_loss: 0.0311829 | Time: 2857.9 ms
[2021-09-28 05:50:53 main:574] : INFO : Epoch 1828 | loss: 0.0311349 | val_loss: 0.0311815 | Time: 2785.73 ms
[2021-09-28 05:50:56 main:574] : INFO : Epoch 1829 | loss: 0.0311375 | val_loss: 0.0311784 | Time: 3062.54 ms
[2021-09-28 05:50:59 main:574] : INFO : Epoch 1830 | loss: 0.0311366 | val_loss: 0.0311806 | Time: 2859.47 ms
[2021-09-28 05:51:02 main:574] : INFO : Epoch 1831 | loss: 0.0311392 | val_loss: 0.031176 | Time: 2823.07 ms
[2021-09-28 05:51:05 main:574] : INFO : Epoch 1832 | loss: 0.0311352 | val_loss: 0.0311787 | Time: 2841.75 ms
[2021-09-28 05:51:08 main:574] : INFO : Epoch 1833 | loss: 0.0311335 | val_loss: 0.0311789 | Time: 2805.59 ms
[2021-09-28 05:51:11 main:574] : INFO : Epoch 1834 | loss: 0.0311338 | val_loss: 0.0311781 | Time: 2830.68 ms
[2021-09-28 05:51:14 main:574] : INFO : Epoch 1835 | loss: 0.0311336 | val_loss: 0.0311773 | Time: 2908.76 ms
[2021-09-28 05:51:17 main:574] : INFO : Epoch 1836 | loss: 0.0311343 | val_loss: 0.0311824 | Time: 2922.61 ms
[2021-09-28 05:51:20 main:574] : INFO : Epoch 1837 | loss: 0.0311327 | val_loss: 0.0311768 | Time: 2831.92 ms
[2021-09-28 05:51:23 main:574] : INFO : Epoch 1838 | loss: 0.0311318 | val_loss: 0.0311819 | Time: 2828.88 ms
[2021-09-28 05:51:26 main:574] : INFO : Epoch 1839 | loss: 0.0311323 | val_loss: 0.0311826 | Time: 2840.04 ms
[2021-09-28 05:51:29 main:574] : INFO : Epoch 1840 | loss: 0.0311357 | val_loss: 0.0311845 | Time: 3040.54 ms
[2021-09-28 05:51:32 main:574] : INFO : Epoch 1841 | loss: 0.0311313 | val_loss: 0.0311759 | Time: 2874.97 ms
[2021-09-28 05:51:35 main:574] : INFO : Epoch 1842 | loss: 0.0311305 | val_loss: 0.0311834 | Time: 3120.08 ms
[2021-09-28 05:51:38 main:574] : INFO : Epoch 1843 | loss: 0.0311299 | val_loss: 0.0311781 | Time: 2934.48 ms
[2021-09-28 05:51:40 main:574] : INFO : Epoch 1844 | loss: 0.0311305 | val_loss: 0.0311791 | Time: 2877.87 ms
[2021-09-28 05:51:43 main:574] : INFO : Epoch 1845 | loss: 0.0311259 | val_loss: 0.0311771 | Time: 2892.64 ms
[2021-09-28 05:51:46 main:574] : INFO : Epoch 1846 | loss: 0.0311254 | val_loss: 0.031178 | Time: 2916.72 ms
[2021-09-28 05:51:49 main:574] : INFO : Epoch 1847 | loss: 0.0311285 | val_loss: 0.0311829 | Time: 2891.21 ms
[2021-09-28 05:51:52 main:574] : INFO : Epoch 1848 | loss: 0.0311302 | val_loss: 0.0311843 | Time: 2883.97 ms
[2021-09-28 05:51:55 main:574] : INFO : Epoch 1849 | loss: 0.0311296 | val_loss: 0.031185 | Time: 3144.54 ms
[2021-09-28 05:51:58 main:574] : INFO : Epoch 1850 | loss: 0.0311276 | val_loss: 0.0311731 | Time: 2846.76 ms
[2021-09-28 05:52:01 main:574] : INFO : Epoch 1851 | loss: 0.031131 | val_loss: 0.0311822 | Time: 3122.32 ms
[2021-09-28 05:52:04 main:574] : INFO : Epoch 1852 | loss: 0.0311349 | val_loss: 0.0311853 | Time: 2950.62 ms
[2021-09-28 05:52:07 main:574] : INFO : Epoch 1853 | loss: 0.0311299 | val_loss: 0.0311811 | Time: 2863.31 ms
[2021-09-28 05:52:10 main:574] : INFO : Epoch 1854 | loss: 0.03113 | val_loss: 0.0311802 | Time: 2973.59 ms
[2021-09-28 05:52:13 main:574] : INFO : Epoch 1855 | loss: 0.0311272 | val_loss: 0.0311799 | Time: 2792.21 ms
[2021-09-28 05:52:16 main:574] : INFO : Epoch 1856 | loss: 0.0311244 | val_loss: 0.0311813 | Time: 2887.73 ms
[2021-09-28 05:52:18 main:574] : INFO : Epoch 1857 | loss: 0.0311275 | val_loss: 0.0311823 | Time: 2730.64 ms
[2021-09-28 05:52:21 main:574] : INFO : Epoch 1858 | loss: 0.0311227 | val_loss: 0.0311842 | Time: 2893.33 ms
[2021-09-28 05:52:24 main:574] : INFO : Epoch 1859 | loss: 0.0311213 | val_loss: 0.0311893 | Time: 2821.12 ms
[2021-09-28 05:52:27 main:574] : INFO : Epoch 1860 | loss: 0.0311201 | val_loss: 0.0311841 | Time: 2837.17 ms
[2021-09-28 05:52:30 main:574] : INFO : Epoch 1861 | loss: 0.0311214 | val_loss: 0.0311846 | Time: 2896.21 ms
[2021-09-28 05:52:33 main:574] : INFO : Epoch 1862 | loss: 0.0311272 | val_loss: 0.0311897 | Time: 2766.64 ms
[2021-09-28 05:52:36 main:574] : INFO : Epoch 1863 | loss: 0.0311267 | val_loss: 0.0311834 | Time: 2865.48 ms
[2021-09-28 05:52:38 main:574] : INFO : Epoch 1864 | loss: 0.0311239 | val_loss: 0.0311797 | Time: 2727.49 ms
[2021-09-28 05:52:41 main:574] : INFO : Epoch 1865 | loss: 0.0311209 | val_loss: 0.031181 | Time: 2737.95 ms
[2021-09-28 05:52:44 main:574] : INFO : Epoch 1866 | loss: 0.0311222 | val_loss: 0.0311941 | Time: 2996.52 ms
[2021-09-28 05:52:47 main:574] : INFO : Epoch 1867 | loss: 0.0311251 | val_loss: 0.0311843 | Time: 2896.33 ms
[2021-09-28 05:52:50 main:574] : INFO : Epoch 1868 | loss: 0.0311219 | val_loss: 0.0311808 | Time: 3033.62 ms
[2021-09-28 05:52:53 main:574] : INFO : Epoch 1869 | loss: 0.0311256 | val_loss: 0.0311832 | Time: 3054.61 ms
[2021-09-28 05:52:56 main:574] : INFO : Epoch 1870 | loss: 0.0311262 | val_loss: 0.0311802 | Time: 2954.32 ms
[2021-09-28 05:52:59 main:574] : INFO : Epoch 1871 | loss: 0.0311236 | val_loss: 0.0311891 | Time: 2764.89 ms
[2021-09-28 05:53:02 main:574] : INFO : Epoch 1872 | loss: 0.031123 | val_loss: 0.0311849 | Time: 3072.63 ms
[2021-09-28 05:53:05 main:574] : INFO : Epoch 1873 | loss: 0.03112 | val_loss: 0.031183 | Time: 2742.66 ms
[2021-09-28 05:53:08 main:574] : INFO : Epoch 1874 | loss: 0.0311189 | val_loss: 0.0311831 | Time: 2924.53 ms
[2021-09-28 05:53:10 main:574] : INFO : Epoch 1875 | loss: 0.0311197 | val_loss: 0.0311846 | Time: 2823.79 ms
[2021-09-28 05:53:13 main:574] : INFO : Epoch 1876 | loss: 0.0311188 | val_loss: 0.0311884 | Time: 2846.3 ms
[2021-09-28 05:53:16 main:574] : INFO : Epoch 1877 | loss: 0.0311194 | val_loss: 0.0311874 | Time: 3014.69 ms
[2021-09-28 05:53:19 main:574] : INFO : Epoch 1878 | loss: 0.0311256 | val_loss: 0.0311827 | Time: 2885.36 ms
[2021-09-28 05:53:22 main:574] : INFO : Epoch 1879 | loss: 0.0311231 | val_loss: 0.0311839 | Time: 2867.76 ms
[2021-09-28 05:53:25 main:574] : INFO : Epoch 1880 | loss: 0.0311155 | val_loss: 0.0311832 | Time: 2854.31 ms
[2021-09-28 05:53:28 main:574] : INFO : Epoch 1881 | loss: 0.0311211 | val_loss: 0.0311867 | Time: 2990.8 ms
[2021-09-28 05:53:31 main:574] : INFO : Epoch 1882 | loss: 0.0311232 | val_loss: 0.0311812 | Time: 2861.2 ms
[2021-09-28 05:53:34 main:574] : INFO : Epoch 1883 | loss: 0.0311276 | val_loss: 0.0311844 | Time: 2802.25 ms
[2021-09-28 05:53:36 main:574] : INFO : Epoch 1884 | loss: 0.031126 | val_loss: 0.0311809 | Time: 2839 ms
[2021-09-28 05:53:39 main:574] : INFO : Epoch 1885 | loss: 0.0311306 | val_loss: 0.0311818 | Time: 2740.55 ms
[2021-09-28 05:53:42 main:574] : INFO : Epoch 1886 | loss: 0.0311234 | val_loss: 0.0311839 | Time: 2899.41 ms
[2021-09-28 05:53:45 main:574] : INFO : Epoch 1887 | loss: 0.031122 | val_loss: 0.0311791 | Time: 2828.7 ms
[2021-09-28 05:53:48 main:574] : INFO : Epoch 1888 | loss: 0.0311215 | val_loss: 0.0311843 | Time: 2927.66 ms
[2021-09-28 05:53:51 main:574] : INFO : Epoch 1889 | loss: 0.0311191 | val_loss: 0.0311986 | Time: 2939.22 ms
[2021-09-28 05:53:54 main:574] : INFO : Epoch 1890 | loss: 0.0311182 | val_loss: 0.0311947 | Time: 3009.68 ms
[2021-09-28 05:53:57 main:574] : INFO : Epoch 1891 | loss: 0.0311162 | val_loss: 0.0311925 | Time: 3063.85 ms
[2021-09-28 05:54:00 main:574] : INFO : Epoch 1892 | loss: 0.0311145 | val_loss: 0.0311919 | Time: 2902.97 ms
[2021-09-28 05:54:03 main:574] : INFO : Epoch 1893 | loss: 0.0311098 | val_loss: 0.031191 | Time: 2874.16 ms
[2021-09-28 05:54:05 main:574] : INFO : Epoch 1894 | loss: 0.0311154 | val_loss: 0.0311902 | Time: 2756.33 ms
[2021-09-28 05:54:08 main:574] : INFO : Epoch 1895 | loss: 0.0311151 | val_loss: 0.0311827 | Time: 2670.06 ms
[2021-09-28 05:54:11 main:574] : INFO : Epoch 1896 | loss: 0.0311167 | val_loss: 0.0311787 | Time: 2788.22 ms
[2021-09-28 05:54:14 main:574] : INFO : Epoch 1897 | loss: 0.0311133 | val_loss: 0.0311867 | Time: 2984.06 ms
[2021-09-28 05:54:17 main:574] : INFO : Epoch 1898 | loss: 0.0311135 | val_loss: 0.0311866 | Time: 2865 ms
[2021-09-28 05:54:20 main:574] : INFO : Epoch 1899 | loss: 0.0311166 | val_loss: 0.0311862 | Time: 2733.24 ms
[2021-09-28 05:54:22 main:574] : INFO : Epoch 1900 | loss: 0.0311151 | val_loss: 0.0311895 | Time: 2795.01 ms
[2021-09-28 05:54:25 main:574] : INFO : Epoch 1901 | loss: 0.0311107 | val_loss: 0.0311854 | Time: 2799.22 ms
[2021-09-28 05:54:28 main:574] : INFO : Epoch 1902 | loss: 0.0311103 | val_loss: 0.0311904 | Time: 2807.58 ms
[2021-09-28 05:54:31 main:574] : INFO : Epoch 1903 | loss: 0.0311185 | val_loss: 0.0311813 | Time: 2895.54 ms
[2021-09-28 05:54:34 main:574] : INFO : Epoch 1904 | loss: 0.0311254 | val_loss: 0.0311765 | Time: 2868.24 ms
[2021-09-28 05:54:37 main:574] : INFO : Epoch 1905 | loss: 0.0311168 | val_loss: 0.0311859 | Time: 2834.22 ms
[2021-09-28 05:54:39 main:574] : INFO : Epoch 1906 | loss: 0.0311119 | val_loss: 0.0311885 | Time: 2780.41 ms
[2021-09-28 05:54:42 main:574] : INFO : Epoch 1907 | loss: 0.0311147 | val_loss: 0.0311882 | Time: 2799.57 ms
[2021-09-28 05:54:45 main:574] : INFO : Epoch 1908 | loss: 0.0311116 | val_loss: 0.0311815 | Time: 2860.66 ms
[2021-09-28 05:54:48 main:574] : INFO : Epoch 1909 | loss: 0.0311132 | val_loss: 0.0311782 | Time: 2678.01 ms
[2021-09-28 05:54:51 main:574] : INFO : Epoch 1910 | loss: 0.0311182 | val_loss: 0.0311837 | Time: 2895.18 ms
[2021-09-28 05:54:53 main:574] : INFO : Epoch 1911 | loss: 0.0311144 | val_loss: 0.0311969 | Time: 2805.13 ms
[2021-09-28 05:54:56 main:574] : INFO : Epoch 1912 | loss: 0.0311114 | val_loss: 0.0311953 | Time: 2713.64 ms
[2021-09-28 05:54:59 main:574] : INFO : Epoch 1913 | loss: 0.031111 | val_loss: 0.0311821 | Time: 2933.07 ms
[2021-09-28 05:55:02 main:574] : INFO : Epoch 1914 | loss: 0.0311115 | val_loss: 0.0311886 | Time: 2845 ms
[2021-09-28 05:55:05 main:574] : INFO : Epoch 1915 | loss: 0.0311055 | val_loss: 0.0311841 | Time: 2805.31 ms
[2021-09-28 05:55:08 main:574] : INFO : Epoch 1916 | loss: 0.0311135 | val_loss: 0.0311887 | Time: 2885.65 ms
[2021-09-28 05:55:11 main:574] : INFO : Epoch 1917 | loss: 0.0311175 | val_loss: 0.0311915 | Time: 2836.22 ms
[2021-09-28 05:55:13 main:574] : INFO : Epoch 1918 | loss: 0.0311162 | val_loss: 0.0311787 | Time: 2664.51 ms
[2021-09-28 05:55:16 main:574] : INFO : Epoch 1919 | loss: 0.0311222 | val_loss: 0.0311825 | Time: 2514.12 ms
[2021-09-28 05:55:18 main:574] : INFO : Epoch 1920 | loss: 0.0311162 | val_loss: 0.0311889 | Time: 2522.95 ms
[2021-09-28 05:55:21 main:574] : INFO : Epoch 1921 | loss: 0.0311152 | val_loss: 0.0311873 | Time: 2515.32 ms
[2021-09-28 05:55:23 main:574] : INFO : Epoch 1922 | loss: 0.0311118 | val_loss: 0.0311917 | Time: 2533.85 ms
[2021-09-28 05:55:26 main:574] : INFO : Epoch 1923 | loss: 0.0311129 | val_loss: 0.0311885 | Time: 2516.23 ms
[2021-09-28 05:55:28 main:574] : INFO : Epoch 1924 | loss: 0.0311116 | val_loss: 0.0311907 | Time: 2508.68 ms
[2021-09-28 05:55:31 main:574] : INFO : Epoch 1925 | loss: 0.031118 | val_loss: 0.0311791 | Time: 2506.35 ms
[2021-09-28 05:55:33 main:574] : INFO : Epoch 1926 | loss: 0.0311103 | val_loss: 0.0311869 | Time: 2517.84 ms
[2021-09-28 05:55:36 main:574] : INFO : Epoch 1927 | loss: 0.0311097 | val_loss: 0.0312018 | Time: 2512.94 ms
[2021-09-28 05:55:38 main:574] : INFO : Epoch 1928 | loss: 0.0311058 | val_loss: 0.0311981 | Time: 2509.39 ms
[2021-09-28 05:55:41 main:574] : INFO : Epoch 1929 | loss: 0.031109 | val_loss: 0.0311894 | Time: 2533.15 ms
[2021-09-28 05:55:44 main:574] : INFO : Epoch 1930 | loss: 0.0311096 | val_loss: 0.0311837 | Time: 2527.97 ms
[2021-09-28 05:55:46 main:574] : INFO : Epoch 1931 | loss: 0.0311042 | val_loss: 0.0311876 | Time: 2512.22 ms
[2021-09-28 05:55:49 main:574] : INFO : Epoch 1932 | loss: 0.0311064 | val_loss: 0.0311853 | Time: 2517.97 ms
[2021-09-28 05:55:51 main:574] : INFO : Epoch 1933 | loss: 0.0311047 | val_loss: 0.0311888 | Time: 2527.6 ms
[2021-09-28 05:55:54 main:574] : INFO : Epoch 1934 | loss: 0.0311493 | val_loss: 0.0311721 | Time: 2532.35 ms
[2021-09-28 05:55:56 main:574] : INFO : Epoch 1935 | loss: 0.0311517 | val_loss: 0.0311657 | Time: 2523.71 ms
[2021-09-28 05:55:59 main:574] : INFO : Epoch 1936 | loss: 0.0311437 | val_loss: 0.0311671 | Time: 2503.7 ms
[2021-09-28 05:56:01 main:574] : INFO : Epoch 1937 | loss: 0.0311391 | val_loss: 0.0311707 | Time: 2508.79 ms
[2021-09-28 05:56:04 main:574] : INFO : Epoch 1938 | loss: 0.0311347 | val_loss: 0.0311729 | Time: 2527.81 ms
[2021-09-28 05:56:06 main:574] : INFO : Epoch 1939 | loss: 0.0311325 | val_loss: 0.0311745 | Time: 2516.78 ms
[2021-09-28 05:56:09 main:574] : INFO : Epoch 1940 | loss: 0.0311291 | val_loss: 0.0311776 | Time: 2527.27 ms
[2021-09-28 05:56:11 main:574] : INFO : Epoch 1941 | loss: 0.0311272 | val_loss: 0.0311782 | Time: 2515.53 ms
[2021-09-28 05:56:14 main:574] : INFO : Epoch 1942 | loss: 0.0311271 | val_loss: 0.0311826 | Time: 2511.54 ms
[2021-09-28 05:56:16 main:574] : INFO : Epoch 1943 | loss: 0.0311265 | val_loss: 0.0311739 | Time: 2516.92 ms
[2021-09-28 05:56:19 main:574] : INFO : Epoch 1944 | loss: 0.0311246 | val_loss: 0.0311788 | Time: 2519.07 ms
[2021-09-28 05:56:21 main:574] : INFO : Epoch 1945 | loss: 0.031121 | val_loss: 0.0311816 | Time: 2527.63 ms
[2021-09-28 05:56:24 main:574] : INFO : Epoch 1946 | loss: 0.03112 | val_loss: 0.0311819 | Time: 2533.18 ms
[2021-09-28 05:56:26 main:574] : INFO : Epoch 1947 | loss: 0.0311207 | val_loss: 0.0311861 | Time: 2537.8 ms
[2021-09-28 05:56:29 main:574] : INFO : Epoch 1948 | loss: 0.0311203 | val_loss: 0.0311737 | Time: 2512.07 ms
[2021-09-28 05:56:32 main:574] : INFO : Epoch 1949 | loss: 0.0311205 | val_loss: 0.0311802 | Time: 2525.96 ms
[2021-09-28 05:56:34 main:574] : INFO : Epoch 1950 | loss: 0.0311229 | val_loss: 0.0311798 | Time: 2520.97 ms
[2021-09-28 05:56:37 main:574] : INFO : Epoch 1951 | loss: 0.0311213 | val_loss: 0.0311794 | Time: 2509.57 ms
[2021-09-28 05:56:39 main:574] : INFO : Epoch 1952 | loss: 0.0311206 | val_loss: 0.0311782 | Time: 2524.32 ms
[2021-09-28 05:56:42 main:574] : INFO : Epoch 1953 | loss: 0.0311193 | val_loss: 0.0311855 | Time: 2532.12 ms
[2021-09-28 05:56:44 main:574] : INFO : Epoch 1954 | loss: 0.0311171 | val_loss: 0.0311796 | Time: 2531.34 ms
[2021-09-28 05:56:47 main:574] : INFO : Epoch 1955 | loss: 0.0311171 | val_loss: 0.0311824 | Time: 2540.32 ms
[2021-09-28 05:56:49 main:574] : INFO : Epoch 1956 | loss: 0.0311183 | val_loss: 0.0311806 | Time: 2522.97 ms
[2021-09-28 05:56:52 main:574] : INFO : Epoch 1957 | loss: 0.0311153 | val_loss: 0.0311813 | Time: 2517.76 ms
[2021-09-28 05:56:54 main:574] : INFO : Epoch 1958 | loss: 0.0311182 | val_loss: 0.0311855 | Time: 2529.66 ms
[2021-09-28 05:56:57 main:574] : INFO : Epoch 1959 | loss: 0.0311157 | val_loss: 0.0311862 | Time: 2505.55 ms
[2021-09-28 05:57:00 main:574] : INFO : Epoch 1960 | loss: 0.0311154 | val_loss: 0.0311785 | Time: 2656.39 ms
[2021-09-28 05:57:02 main:574] : INFO : Epoch 1961 | loss: 0.0311109 | val_loss: 0.0311938 | Time: 2519.27 ms
[2021-09-28 05:57:05 main:574] : INFO : Epoch 1962 | loss: 0.0311158 | val_loss: 0.0311891 | Time: 2529.13 ms
[2021-09-28 05:57:07 main:574] : INFO : Epoch 1963 | loss: 0.0311222 | val_loss: 0.0311922 | Time: 2510.41 ms
[2021-09-28 05:57:10 main:574] : INFO : Epoch 1964 | loss: 0.0311147 | val_loss: 0.0311966 | Time: 2530.64 ms
[2021-09-28 05:57:12 main:574] : INFO : Epoch 1965 | loss: 0.031109 | val_loss: 0.0311887 | Time: 2512.91 ms
[2021-09-28 05:57:15 main:574] : INFO : Epoch 1966 | loss: 0.0311068 | val_loss: 0.0311886 | Time: 2534.94 ms
[2021-09-28 05:57:17 main:574] : INFO : Epoch 1967 | loss: 0.0311077 | val_loss: 0.0311839 | Time: 2507.69 ms
[2021-09-28 05:57:20 main:574] : INFO : Epoch 1968 | loss: 0.0311104 | val_loss: 0.0311832 | Time: 2531.38 ms
[2021-09-28 05:57:22 main:574] : INFO : Epoch 1969 | loss: 0.031106 | val_loss: 0.0311893 | Time: 2541.78 ms
[2021-09-28 05:57:25 main:574] : INFO : Epoch 1970 | loss: 0.0311061 | val_loss: 0.031188 | Time: 2520.05 ms
[2021-09-28 05:57:27 main:574] : INFO : Epoch 1971 | loss: 0.0311118 | val_loss: 0.0311839 | Time: 2512.55 ms
[2021-09-28 05:57:30 main:574] : INFO : Epoch 1972 | loss: 0.0311155 | val_loss: 0.0311826 | Time: 2533.31 ms
[2021-09-28 05:57:32 main:574] : INFO : Epoch 1973 | loss: 0.0311155 | val_loss: 0.0311801 | Time: 2536.06 ms
[2021-09-28 05:57:35 main:574] : INFO : Epoch 1974 | loss: 0.0311099 | val_loss: 0.0311998 | Time: 2520.72 ms
[2021-09-28 05:57:38 main:574] : INFO : Epoch 1975 | loss: 0.0311132 | val_loss: 0.0311838 | Time: 2525.53 ms
[2021-09-28 05:57:40 main:574] : INFO : Epoch 1976 | loss: 0.031113 | val_loss: 0.0311904 | Time: 2544.54 ms
[2021-09-28 05:57:43 main:574] : INFO : Epoch 1977 | loss: 0.0311103 | val_loss: 0.0311952 | Time: 2515.22 ms
[2021-09-28 05:57:45 main:574] : INFO : Epoch 1978 | loss: 0.0311173 | val_loss: 0.0311911 | Time: 2517.97 ms
[2021-09-28 05:57:48 main:574] : INFO : Epoch 1979 | loss: 0.031111 | val_loss: 0.0311848 | Time: 2509.64 ms
[2021-09-28 05:57:50 main:574] : INFO : Epoch 1980 | loss: 0.0311236 | val_loss: 0.0311753 | Time: 2537.3 ms
[2021-09-28 05:57:53 main:574] : INFO : Epoch 1981 | loss: 0.0311181 | val_loss: 0.031177 | Time: 2537.43 ms
[2021-09-28 05:57:55 main:574] : INFO : Epoch 1982 | loss: 0.0311125 | val_loss: 0.0311722 | Time: 2520.94 ms
[2021-09-28 05:57:58 main:574] : INFO : Epoch 1983 | loss: 0.0311114 | val_loss: 0.0311772 | Time: 2517.8 ms
[2021-09-28 05:58:00 main:574] : INFO : Epoch 1984 | loss: 0.0311085 | val_loss: 0.0311881 | Time: 2521.26 ms
[2021-09-28 05:58:03 main:574] : INFO : Epoch 1985 | loss: 0.0311086 | val_loss: 0.0311858 | Time: 2528.76 ms
[2021-09-28 05:58:05 main:574] : INFO : Epoch 1986 | loss: 0.0311265 | val_loss: 0.0311742 | Time: 2523.76 ms
[2021-09-28 05:58:08 main:574] : INFO : Epoch 1987 | loss: 0.0311334 | val_loss: 0.0311721 | Time: 2517.01 ms
[2021-09-28 05:58:10 main:574] : INFO : Epoch 1988 | loss: 0.0311257 | val_loss: 0.0311765 | Time: 2518.91 ms
[2021-09-28 05:58:13 main:574] : INFO : Epoch 1989 | loss: 0.0311254 | val_loss: 0.0311862 | Time: 2525.13 ms
[2021-09-28 05:58:15 main:574] : INFO : Epoch 1990 | loss: 0.0311174 | val_loss: 0.0311825 | Time: 2529.11 ms
[2021-09-28 05:58:18 main:574] : INFO : Epoch 1991 | loss: 0.0311107 | val_loss: 0.031186 | Time: 2543.06 ms
[2021-09-28 05:58:21 main:574] : INFO : Epoch 1992 | loss: 0.0311098 | val_loss: 0.0311848 | Time: 2527.16 ms
[2021-09-28 05:58:23 main:574] : INFO : Epoch 1993 | loss: 0.0311078 | val_loss: 0.0311866 | Time: 2527.82 ms
[2021-09-28 05:58:26 main:574] : INFO : Epoch 1994 | loss: 0.0311093 | val_loss: 0.0311803 | Time: 2500.73 ms
[2021-09-28 05:58:28 main:574] : INFO : Epoch 1995 | loss: 0.0311053 | val_loss: 0.0311892 | Time: 2520.5 ms
[2021-09-28 05:58:31 main:574] : INFO : Epoch 1996 | loss: 0.0311026 | val_loss: 0.031195 | Time: 2526.63 ms
[2021-09-28 05:58:33 main:574] : INFO : Epoch 1997 | loss: 0.0311073 | val_loss: 0.0311957 | Time: 2525.83 ms
[2021-09-28 05:58:36 main:574] : INFO : Epoch 1998 | loss: 0.031114 | val_loss: 0.0311808 | Time: 2520.86 ms
[2021-09-28 05:58:38 main:574] : INFO : Epoch 1999 | loss: 0.0311058 | val_loss: 0.031184 | Time: 2525.82 ms
[2021-09-28 05:58:41 main:574] : INFO : Epoch 2000 | loss: 0.0311088 | val_loss: 0.0311866 | Time: 2531 ms
[2021-09-28 05:58:43 main:574] : INFO : Epoch 2001 | loss: 0.0311067 | val_loss: 0.0311783 | Time: 2506.13 ms
[2021-09-28 05:58:46 main:574] : INFO : Epoch 2002 | loss: 0.0311078 | val_loss: 0.0311799 | Time: 2507.77 ms
[2021-09-28 05:58:48 main:574] : INFO : Epoch 2003 | loss: 0.0311083 | val_loss: 0.031181 | Time: 2517.41 ms
[2021-09-28 05:58:51 main:574] : INFO : Epoch 2004 | loss: 0.0311034 | val_loss: 0.0311837 | Time: 2513.66 ms
[2021-09-28 05:58:53 main:574] : INFO : Epoch 2005 | loss: 0.0311034 | val_loss: 0.0311946 | Time: 2506.91 ms
[2021-09-28 05:58:56 main:574] : INFO : Epoch 2006 | loss: 0.0311036 | val_loss: 0.0311937 | Time: 2518.35 ms
[2021-09-28 05:58:58 main:574] : INFO : Epoch 2007 | loss: 0.031105 | val_loss: 0.0311812 | Time: 2517.38 ms
[2021-09-28 05:59:01 main:574] : INFO : Epoch 2008 | loss: 0.031107 | val_loss: 0.0311881 | Time: 2542.73 ms
[2021-09-28 05:59:04 main:574] : INFO : Epoch 2009 | loss: 0.0311042 | val_loss: 0.0311842 | Time: 2507.76 ms
[2021-09-28 05:59:06 main:574] : INFO : Epoch 2010 | loss: 0.031108 | val_loss: 0.0311917 | Time: 2536.15 ms
[2021-09-28 05:59:09 main:574] : INFO : Epoch 2011 | loss: 0.0311057 | val_loss: 0.0311923 | Time: 2514.09 ms
[2021-09-28 05:59:11 main:574] : INFO : Epoch 2012 | loss: 0.0311178 | val_loss: 0.0311895 | Time: 2519.43 ms
[2021-09-28 05:59:14 main:574] : INFO : Epoch 2013 | loss: 0.0311188 | val_loss: 0.0311857 | Time: 2522.78 ms
[2021-09-28 05:59:16 main:574] : INFO : Epoch 2014 | loss: 0.0311176 | val_loss: 0.0311799 | Time: 2519.95 ms
[2021-09-28 05:59:19 main:574] : INFO : Epoch 2015 | loss: 0.0311082 | val_loss: 0.0311803 | Time: 2516.72 ms
[2021-09-28 05:59:21 main:574] : INFO : Epoch 2016 | loss: 0.0311125 | val_loss: 0.0311761 | Time: 2520.67 ms
[2021-09-28 05:59:24 main:574] : INFO : Epoch 2017 | loss: 0.031109 | val_loss: 0.0311856 | Time: 2504.96 ms
[2021-09-28 05:59:26 main:574] : INFO : Epoch 2018 | loss: 0.0311093 | val_loss: 0.0311767 | Time: 2519 ms
[2021-09-28 05:59:29 main:574] : INFO : Epoch 2019 | loss: 0.031106 | val_loss: 0.0311823 | Time: 2529.31 ms
[2021-09-28 05:59:31 main:574] : INFO : Epoch 2020 | loss: 0.0311031 | val_loss: 0.0311817 | Time: 2511.74 ms
[2021-09-28 05:59:34 main:574] : INFO : Epoch 2021 | loss: 0.0311 | val_loss: 0.0311794 | Time: 2509.4 ms
[2021-09-28 05:59:36 main:574] : INFO : Epoch 2022 | loss: 0.0311024 | val_loss: 0.0311851 | Time: 2504.35 ms
[2021-09-28 05:59:39 main:574] : INFO : Epoch 2023 | loss: 0.0311011 | val_loss: 0.0312023 | Time: 2512.04 ms
[2021-09-28 05:59:41 main:574] : INFO : Epoch 2024 | loss: 0.0311019 | val_loss: 0.0311903 | Time: 2512.97 ms
[2021-09-28 05:59:44 main:574] : INFO : Epoch 2025 | loss: 0.0311017 | val_loss: 0.0311884 | Time: 2527.77 ms
[2021-09-28 05:59:46 main:574] : INFO : Epoch 2026 | loss: 0.031096 | val_loss: 0.0311894 | Time: 2521.95 ms
[2021-09-28 05:59:49 main:574] : INFO : Epoch 2027 | loss: 0.0310964 | val_loss: 0.0311796 | Time: 2504.75 ms
[2021-09-28 05:59:52 main:574] : INFO : Epoch 2028 | loss: 0.0311022 | val_loss: 0.0311855 | Time: 2524.54 ms
[2021-09-28 05:59:54 main:574] : INFO : Epoch 2029 | loss: 0.0311053 | val_loss: 0.0311905 | Time: 2528.8 ms
[2021-09-28 05:59:57 main:574] : INFO : Epoch 2030 | loss: 0.0311068 | val_loss: 0.031173 | Time: 2508.02 ms
[2021-09-28 05:59:59 main:574] : INFO : Epoch 2031 | loss: 0.0311048 | val_loss: 0.0311952 | Time: 2514.38 ms
[2021-09-28 06:00:02 main:574] : INFO : Epoch 2032 | loss: 0.0311067 | val_loss: 0.031186 | Time: 2520.79 ms
[2021-09-28 06:00:04 main:574] : INFO : Epoch 2033 | loss: 0.0311029 | val_loss: 0.0311889 | Time: 2551.38 ms
[2021-09-28 06:00:07 main:574] : INFO : Epoch 2034 | loss: 0.0310959 | val_loss: 0.031181 | Time: 2508.56 ms
[2021-09-28 06:00:09 main:574] : INFO : Epoch 2035 | loss: 0.0310966 | val_loss: 0.0311864 | Time: 2539.82 ms
[2021-09-28 06:00:12 main:574] : INFO : Epoch 2036 | loss: 0.0310964 | val_loss: 0.0311871 | Time: 2526.62 ms
[2021-09-28 06:00:14 main:574] : INFO : Epoch 2037 | loss: 0.031093 | val_loss: 0.0311916 | Time: 2523.08 ms
[2021-09-28 06:00:17 main:574] : INFO : Epoch 2038 | loss: 0.0310931 | val_loss: 0.031187 | Time: 2501.66 ms
[2021-09-28 06:00:19 main:574] : INFO : Epoch 2039 | loss: 0.031101 | val_loss: 0.0311978 | Time: 2588.32 ms
[2021-09-28 06:00:22 main:574] : INFO : Epoch 2040 | loss: 0.0310998 | val_loss: 0.0311855 | Time: 2809.66 ms
[2021-09-28 06:00:25 main:574] : INFO : Epoch 2041 | loss: 0.0310944 | val_loss: 0.0311925 | Time: 2680.91 ms
[2021-09-28 06:00:28 main:574] : INFO : Epoch 2042 | loss: 0.031091 | val_loss: 0.0311958 | Time: 2692.02 ms
[2021-09-28 06:00:30 main:574] : INFO : Epoch 2043 | loss: 0.0310973 | val_loss: 0.0311803 | Time: 2815.22 ms
[2021-09-28 06:00:33 main:574] : INFO : Epoch 2044 | loss: 0.0310982 | val_loss: 0.0311968 | Time: 2758.15 ms
[2021-09-28 06:00:36 main:574] : INFO : Epoch 2045 | loss: 0.0310943 | val_loss: 0.0311819 | Time: 2788.33 ms
[2021-09-28 06:00:39 main:574] : INFO : Epoch 2046 | loss: 0.0310961 | val_loss: 0.0311936 | Time: 2842.96 ms
[2021-09-28 06:00:41 main:574] : INFO : Epoch 2047 | loss: 0.0310943 | val_loss: 0.0311969 | Time: 2623.75 ms
[2021-09-28 06:00:44 main:574] : INFO : Epoch 2048 | loss: 0.0310893 | val_loss: 0.0312035 | Time: 2777.52 ms
[2021-09-28 06:00:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312035
[2021-09-28 06:00:44 main:603] : INFO : Saving end state to config to file
[2021-09-28 06:00:44 main:608] : INFO : Success, exiting..
06:00:44 (4720): 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)