Task 7582488
| Name | ParityModified-1631727412-30245-3_0 |
| Workunit | 5239253 |
| Created | 25 Sep 2021, 10:16:44 UTC |
| Sent | 27 Sep 2021, 18:33:17 UTC |
| Report deadline | 4 Oct 2021, 18:33:17 UTC |
| Received | 28 Sep 2021, 2:50:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6772 |
| Run time | 1 hours 37 min 32 sec |
| CPU time | 1 hours 35 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,802.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311227 | val_loss: 0.0311711 | Time: 2885.23 ms [2021-09-27 18:25:40 main:574] : INFO : Epoch 1543 | loss: 0.0311202 | val_loss: 0.0311746 | Time: 2835.66 ms [2021-09-27 18:25:43 main:574] : INFO : Epoch 1544 | loss: 0.0311224 | val_loss: 0.0311779 | Time: 2795.89 ms [2021-09-27 18:25:46 main:574] : INFO : Epoch 1545 | loss: 0.0311281 | val_loss: 0.0311772 | Time: 3074.82 ms [2021-09-27 18:25:49 main:574] : INFO : Epoch 1546 | loss: 0.0311316 | val_loss: 0.0311767 | Time: 2795.04 ms [2021-09-27 18:25:52 main:574] : INFO : Epoch 1547 | loss: 0.0311292 | val_loss: 0.0311717 | Time: 2910.51 ms [2021-09-27 18:25:55 main:574] : INFO : Epoch 1548 | loss: 0.0311301 | val_loss: 0.0311802 | Time: 2853.27 ms [2021-09-27 18:25:57 main:574] : INFO : Epoch 1549 | loss: 0.0311288 | val_loss: 0.0311691 | Time: 2758.79 ms [2021-09-27 18:26:00 main:574] : INFO : Epoch 1550 | loss: 0.0311296 | val_loss: 0.0311702 | Time: 2867.12 ms [2021-09-27 18:26:03 main:574] : INFO : Epoch 1551 | loss: 0.0311296 | val_loss: 0.0311691 | Time: 2862 ms [2021-09-27 18:26:06 main:574] : INFO : Epoch 1552 | loss: 0.0311275 | val_loss: 0.0311732 | Time: 2956.38 ms [2021-09-27 18:26:09 main:574] : INFO : Epoch 1553 | loss: 0.0311285 | val_loss: 0.031172 | Time: 2783.74 ms [2021-09-27 18:26:12 main:574] : INFO : Epoch 1554 | loss: 0.0311268 | val_loss: 0.0311733 | Time: 2740.5 ms [2021-09-27 18:26:14 main:574] : INFO : Epoch 1555 | loss: 0.0311277 | val_loss: 0.0311645 | Time: 2961.17 ms [2021-09-27 18:26:17 main:574] : INFO : Epoch 1556 | loss: 0.0311265 | val_loss: 0.0311691 | Time: 2745.93 ms [2021-09-27 18:26:20 main:574] : INFO : Epoch 1557 | loss: 0.0311247 | val_loss: 0.0311676 | Time: 3041.74 ms [2021-09-27 18:26:23 main:574] : INFO : Epoch 1558 | loss: 0.0311242 | val_loss: 0.031167 | Time: 3027.45 ms [2021-09-27 18:26:36 main:574] : INFO : Epoch 1559 | loss: 0.0311225 | val_loss: 0.0311695 | Time: 13155.5 ms [2021-09-27 18:26:39 main:574] : INFO : Epoch 1560 | loss: 0.0311239 | val_loss: 0.0311681 | Time: 2806.75 ms [2021-09-27 18:26:42 main:574] : INFO : Epoch 1561 | loss: 0.0311228 | val_loss: 0.0311731 | Time: 2979.44 ms [2021-09-27 18:26:45 main:574] : INFO : Epoch 1562 | loss: 0.0311284 | val_loss: 0.0311671 | Time: 2762.54 ms [2021-09-27 18:26:48 main:574] : INFO : Epoch 1563 | loss: 0.03113 | val_loss: 0.0311664 | Time: 2900.76 ms [2021-09-27 18:26:51 main:574] : INFO : Epoch 1564 | loss: 0.0311315 | val_loss: 0.0311707 | Time: 2890.22 ms [2021-09-27 18:26:54 main:574] : INFO : Epoch 1565 | loss: 0.0311317 | val_loss: 0.0311673 | Time: 2873.81 ms [2021-09-27 18:26:57 main:574] : INFO : Epoch 1566 | loss: 0.0311286 | val_loss: 0.0311701 | Time: 2865.29 ms [2021-09-27 18:26:59 main:574] : INFO : Epoch 1567 | loss: 0.0311278 | val_loss: 0.0311748 | Time: 2836.92 ms [2021-09-27 18:27:02 main:574] : INFO : Epoch 1568 | loss: 0.031129 | val_loss: 0.031178 | Time: 2821.21 ms [2021-09-27 18:27:05 main:574] : INFO : Epoch 1569 | loss: 0.031126 | val_loss: 0.0311709 | Time: 2830.09 ms [2021-09-27 18:27:08 main:574] : INFO : Epoch 1570 | loss: 0.031125 | val_loss: 0.0311725 | Time: 2847.22 ms [2021-09-27 18:27:11 main:574] : INFO : Epoch 1571 | loss: 0.0311256 | val_loss: 0.0311675 | Time: 2899.68 ms [2021-09-27 18:27:14 main:574] : INFO : Epoch 1572 | loss: 0.0311249 | val_loss: 0.0311815 | Time: 2709.17 ms [2021-09-27 18:27:16 main:574] : INFO : Epoch 1573 | loss: 0.0311253 | val_loss: 0.0311726 | Time: 2850.99 ms [2021-09-27 18:27:19 main:574] : INFO : Epoch 1574 | loss: 0.0311228 | val_loss: 0.0311707 | Time: 2781.05 ms [2021-09-27 18:27:22 main:574] : INFO : Epoch 1575 | loss: 0.0311265 | val_loss: 0.0311814 | Time: 2780.23 ms [2021-09-27 18:27:25 main:574] : INFO : Epoch 1576 | loss: 0.0311277 | val_loss: 0.0311715 | Time: 2944.92 ms [2021-09-27 18:27:28 main:574] : INFO : Epoch 1577 | loss: 0.0311298 | val_loss: 0.0311735 | Time: 2738.04 ms [2021-09-27 18:27:31 main:574] : INFO : Epoch 1578 | loss: 0.0311285 | val_loss: 0.0311719 | Time: 2999.1 ms [2021-09-27 18:27:34 main:574] : INFO : Epoch 1579 | loss: 0.0311261 | val_loss: 0.0311684 | Time: 2895.28 ms [2021-09-27 18:27:37 main:574] : INFO : Epoch 1580 | loss: 0.0311235 | val_loss: 0.0311726 | Time: 2980.96 ms [2021-09-27 18:27:40 main:574] : INFO : Epoch 1581 | loss: 0.031124 | val_loss: 0.0311731 | Time: 2905.71 ms [2021-09-27 18:27:42 main:574] : INFO : Epoch 1582 | loss: 0.0311221 | val_loss: 0.0311712 | Time: 2883.14 ms [2021-09-27 18:27:45 main:574] : INFO : Epoch 1583 | loss: 0.0311215 | val_loss: 0.0311749 | Time: 2890.53 ms [2021-09-27 18:27:48 main:574] : INFO : Epoch 1584 | loss: 0.0311227 | val_loss: 0.0311743 | Time: 2880.06 ms [2021-09-27 18:27:51 main:574] : INFO : Epoch 1585 | loss: 0.0311232 | val_loss: 0.0311804 | Time: 2902.71 ms [2021-09-27 18:27:54 main:574] : INFO : Epoch 1586 | loss: 0.0311243 | val_loss: 0.0311713 | Time: 2741.1 ms [2021-09-27 18:27:57 main:574] : INFO : Epoch 1587 | loss: 0.0311241 | val_loss: 0.0311786 | Time: 2946.52 ms [2021-09-27 18:28:00 main:574] : INFO : Epoch 1588 | loss: 0.0311227 | val_loss: 0.0311783 | Time: 2814.72 ms [2021-09-27 18:28:02 main:574] : INFO : Epoch 1589 | loss: 0.0311214 | val_loss: 0.0311706 | Time: 2837.59 ms [2021-09-27 18:28:05 main:574] : INFO : Epoch 1590 | loss: 0.0311194 | val_loss: 0.031181 | Time: 2868.56 ms [2021-09-27 18:28:08 main:574] : INFO : Epoch 1591 | loss: 0.0311217 | val_loss: 0.0311885 | Time: 2929.21 ms [2021-09-27 18:28:11 main:574] : INFO : Epoch 1592 | loss: 0.0311208 | val_loss: 0.0311773 | Time: 2886.37 ms [2021-09-27 18:28:14 main:574] : INFO : Epoch 1593 | loss: 0.0311191 | val_loss: 0.0311775 | Time: 2791.46 ms [2021-09-27 18:28:17 main:574] : INFO : Epoch 1594 | loss: 0.0311212 | val_loss: 0.0311767 | Time: 2862.76 ms [2021-09-27 18:28:20 main:574] : INFO : Epoch 1595 | loss: 0.0311189 | val_loss: 0.0311792 | Time: 2848.21 ms [2021-09-27 18:28:23 main:574] : INFO : Epoch 1596 | loss: 0.0311191 | val_loss: 0.0311772 | Time: 2773.46 ms [2021-09-27 18:28:25 main:574] : INFO : Epoch 1597 | loss: 0.0311194 | val_loss: 0.031182 | Time: 2805.07 ms [2021-09-27 18:28:28 main:574] : INFO : Epoch 1598 | loss: 0.0311216 | val_loss: 0.0311777 | Time: 2880.57 ms [2021-09-27 18:28:31 main:574] : INFO : Epoch 1599 | loss: 0.0311212 | val_loss: 0.0311776 | Time: 2841.58 ms [2021-09-27 18:28:34 main:574] : INFO : Epoch 1600 | loss: 0.0311233 | val_loss: 0.0311708 | Time: 2823.05 ms [2021-09-27 18:28:37 main:574] : INFO : Epoch 1601 | loss: 0.0311252 | val_loss: 0.0311742 | Time: 2939.15 ms [2021-09-27 18:28:40 main:574] : INFO : Epoch 1602 | loss: 0.0311275 | val_loss: 0.0311816 | Time: 2857.63 ms [2021-09-27 18:28:43 main:574] : INFO : Epoch 1603 | loss: 0.031124 | val_loss: 0.0311785 | Time: 2822.54 ms [2021-09-27 18:28:46 main:574] : INFO : Epoch 1604 | loss: 0.0311226 | val_loss: 0.0311718 | Time: 2968.49 ms [2021-09-27 18:28:48 main:574] : INFO : Epoch 1605 | loss: 0.0311222 | val_loss: 0.0311803 | Time: 2791.74 ms [2021-09-27 18:28:51 main:574] : INFO : Epoch 1606 | loss: 0.0311215 | val_loss: 0.0311741 | Time: 2882.31 ms [2021-09-27 18:28:54 main:574] : INFO : Epoch 1607 | loss: 0.0311217 | val_loss: 0.0311725 | Time: 2930.52 ms [2021-09-27 18:28:57 main:574] : INFO : Epoch 1608 | loss: 0.0311188 | val_loss: 0.0311734 | Time: 2837.9 ms [2021-09-27 18:29:00 main:574] : INFO : Epoch 1609 | loss: 0.0311199 | val_loss: 0.0311694 | Time: 2974.18 ms [2021-09-27 18:29:03 main:574] : INFO : Epoch 1610 | loss: 0.0311198 | val_loss: 0.0311784 | Time: 2803.36 ms [2021-09-27 18:29:06 main:574] : INFO : Epoch 1611 | loss: 0.0311199 | val_loss: 0.0311694 | Time: 2931.92 ms [2021-09-27 18:29:08 main:574] : INFO : Epoch 1612 | loss: 0.031121 | val_loss: 0.0311728 | Time: 2762.97 ms [2021-09-27 18:29:11 main:574] : INFO : Epoch 1613 | loss: 0.0311216 | val_loss: 0.0311712 | Time: 2839.56 ms [2021-09-27 18:29:14 main:574] : INFO : Epoch 1614 | loss: 0.0311234 | val_loss: 0.031174 | Time: 2839.16 ms [2021-09-27 18:29:17 main:574] : INFO : Epoch 1615 | loss: 0.0311223 | val_loss: 0.031176 | Time: 2980.86 ms [2021-09-27 18:29:20 main:574] : INFO : Epoch 1616 | loss: 0.0311195 | val_loss: 0.0311743 | Time: 2975.83 ms [2021-09-27 18:29:23 main:574] : INFO : Epoch 1617 | loss: 0.0311211 | val_loss: 0.0311714 | Time: 2734.95 ms [2021-09-27 18:29:26 main:574] : INFO : Epoch 1618 | loss: 0.0311256 | val_loss: 0.0311759 | Time: 2952.12 ms [2021-09-27 18:29:29 main:574] : INFO : Epoch 1619 | loss: 0.031123 | val_loss: 0.0311676 | Time: 2850.08 ms [2021-09-27 18:29:32 main:574] : INFO : Epoch 1620 | loss: 0.031121 | val_loss: 0.0311677 | Time: 2875.67 ms [2021-09-27 18:29:34 main:574] : INFO : Epoch 1621 | loss: 0.0311201 | val_loss: 0.0311736 | Time: 2914.72 ms [2021-09-27 18:29:38 main:574] : INFO : Epoch 1622 | loss: 0.0311201 | val_loss: 0.0311729 | Time: 2990.13 ms [2021-09-27 18:29:40 main:574] : INFO : Epoch 1623 | loss: 0.031118 | val_loss: 0.0311791 | Time: 2886.41 ms [2021-09-27 18:29:43 main:574] : INFO : Epoch 1624 | loss: 0.0311192 | val_loss: 0.0311751 | Time: 2811.63 ms [2021-09-27 18:29:46 main:574] : INFO : Epoch 1625 | loss: 0.0311187 | val_loss: 0.0311698 | Time: 3005.77 ms [2021-09-27 18:29:49 main:574] : INFO : Epoch 1626 | loss: 0.0311192 | val_loss: 0.031178 | Time: 2731.82 ms [2021-09-27 18:29:52 main:574] : INFO : Epoch 1627 | loss: 0.0311209 | val_loss: 0.0311723 | Time: 2840.36 ms [2021-09-27 18:29:55 main:574] : INFO : Epoch 1628 | loss: 0.0311194 | val_loss: 0.0311733 | Time: 2763.51 ms [2021-09-27 18:29:57 main:574] : INFO : Epoch 1629 | loss: 0.0311186 | val_loss: 0.0311723 | Time: 2819.92 ms [2021-09-27 18:30:00 main:574] : INFO : Epoch 1630 | loss: 0.031116 | val_loss: 0.0311741 | Time: 2957.04 ms [2021-09-27 18:30:03 main:574] : INFO : Epoch 1631 | loss: 0.0311197 | val_loss: 0.0311763 | Time: 2808.54 ms [2021-09-27 18:30:06 main:574] : INFO : Epoch 1632 | loss: 0.0311188 | val_loss: 0.0311722 | Time: 2905 ms [2021-09-27 18:30:09 main:574] : INFO : Epoch 1633 | loss: 0.0311179 | val_loss: 0.0311743 | Time: 2799.24 ms [2021-09-27 18:30:12 main:574] : INFO : Epoch 1634 | loss: 0.0311178 | val_loss: 0.031174 | Time: 2775.32 ms [2021-09-27 18:30:15 main:574] : INFO : Epoch 1635 | loss: 0.0311189 | val_loss: 0.0311731 | Time: 2835.04 ms [2021-09-27 18:30:17 main:574] : INFO : Epoch 1636 | loss: 0.031119 | val_loss: 0.0311713 | Time: 2838.65 ms [2021-09-27 18:30:20 main:574] : INFO : Epoch 1637 | loss: 0.0311206 | val_loss: 0.0311759 | Time: 2958.35 ms [2021-09-27 18:30:23 main:574] : INFO : Epoch 1638 | loss: 0.031119 | val_loss: 0.031171 | Time: 2879.38 ms [2021-09-27 18:30:26 main:574] : INFO : Epoch 1639 | loss: 0.0311209 | val_loss: 0.0311768 | Time: 2894.01 ms [2021-09-27 18:30:29 main:574] : INFO : Epoch 1640 | loss: 0.0311218 | val_loss: 0.0311762 | Time: 2829.27 ms [2021-09-27 18:30:32 main:574] : INFO : Epoch 1641 | loss: 0.03112 | val_loss: 0.0311725 | Time: 2725.97 ms [2021-09-27 18:30:35 main:574] : INFO : Epoch 1642 | loss: 0.031123 | val_loss: 0.0311765 | Time: 2904.89 ms [2021-09-27 18:30:37 main:574] : INFO : Epoch 1643 | loss: 0.0311248 | val_loss: 0.0311745 | Time: 2766.51 ms [2021-09-27 18:30:40 main:574] : INFO : Epoch 1644 | loss: 0.0311246 | val_loss: 0.0311751 | Time: 3095.07 ms [2021-09-27 18:30:43 main:574] : INFO : Epoch 1645 | loss: 0.0311236 | val_loss: 0.0311744 | Time: 2788.11 ms [2021-09-27 18:30:46 main:574] : INFO : Epoch 1646 | loss: 0.0311229 | val_loss: 0.0311729 | Time: 2936.74 ms [2021-09-27 18:30:49 main:574] : INFO : Epoch 1647 | loss: 0.0311215 | val_loss: 0.0311813 | Time: 2901.3 ms [2021-09-27 18:30:52 main:574] : INFO : Epoch 1648 | loss: 0.031119 | val_loss: 0.0311746 | Time: 2851.74 ms [2021-09-27 18:30:55 main:574] : INFO : Epoch 1649 | loss: 0.0311191 | val_loss: 0.0311739 | Time: 2881.27 ms [2021-09-27 18:30:58 main:574] : INFO : Epoch 1650 | loss: 0.0311182 | val_loss: 0.0311759 | Time: 2719.47 ms [2021-09-27 18:31:01 main:574] : INFO : Epoch 1651 | loss: 0.0311189 | val_loss: 0.0311761 | Time: 2942.12 ms [2021-09-27 18:31:03 main:574] : INFO : Epoch 1652 | loss: 0.031121 | val_loss: 0.0311779 | Time: 2762.06 ms [2021-09-27 18:31:06 main:574] : INFO : Epoch 1653 | loss: 0.0311266 | val_loss: 0.0311779 | Time: 2795.02 ms [2021-09-27 18:31:09 main:574] : INFO : Epoch 1654 | loss: 0.0311246 | val_loss: 0.0311739 | Time: 2887.61 ms [2021-09-27 18:31:12 main:574] : INFO : Epoch 1655 | loss: 0.0311214 | val_loss: 0.0311743 | Time: 2809.89 ms [2021-09-27 18:31:15 main:574] : INFO : Epoch 1656 | loss: 0.0311209 | val_loss: 0.0311681 | Time: 2952.97 ms [2021-09-27 18:31:18 main:574] : INFO : Epoch 1657 | loss: 0.0311225 | val_loss: 0.0311794 | Time: 2806.65 ms [2021-09-27 18:31:20 main:574] : INFO : Epoch 1658 | loss: 0.031125 | val_loss: 0.0311708 | Time: 2757.99 ms [2021-09-27 18:31:23 main:574] : INFO : Epoch 1659 | loss: 0.0311258 | val_loss: 0.0311773 | Time: 2881.68 ms [2021-09-27 18:31:26 main:574] : INFO : Epoch 1660 | loss: 0.0311258 | val_loss: 0.0311783 | Time: 2781.79 ms [2021-09-27 18:31:29 main:574] : INFO : Epoch 1661 | loss: 0.0311247 | val_loss: 0.031168 | Time: 2925.91 ms [2021-09-27 18:31:32 main:574] : INFO : Epoch 1662 | loss: 0.0311251 | val_loss: 0.0311698 | Time: 2793.54 ms [2021-09-27 18:31:35 main:574] : INFO : Epoch 1663 | loss: 0.0311879 | val_loss: 0.0318098 | Time: 2799.87 ms [2021-09-27 18:31:37 main:574] : INFO : Epoch 1664 | loss: 0.0418215 | val_loss: 0.0316113 | Time: 2875.86 ms [2021-09-27 18:31:40 main:574] : INFO : Epoch 1665 | loss: 0.0340568 | val_loss: 0.0317447 | Time: 2791.37 ms [2021-09-27 18:31:43 main:574] : INFO : Epoch 1666 | loss: 0.0315087 | val_loss: 0.0313558 | Time: 2871.14 ms [2021-09-27 18:31:46 main:574] : INFO : Epoch 1667 | loss: 0.0312788 | val_loss: 0.0312541 | Time: 2850.08 ms [2021-09-27 18:31:49 main:574] : INFO : Epoch 1668 | loss: 0.0312281 | val_loss: 0.0312128 | Time: 2933.74 ms [2021-09-27 18:31:52 main:574] : INFO : Epoch 1669 | loss: 0.0312018 | val_loss: 0.0311919 | Time: 2924.08 ms [2021-09-27 18:31:55 main:574] : INFO : Epoch 1670 | loss: 0.0311847 | val_loss: 0.0311787 | Time: 2799.98 ms [2021-09-27 18:31:58 main:574] : INFO : Epoch 1671 | loss: 0.0311718 | val_loss: 0.0311792 | Time: 2921.38 ms [2021-09-27 18:32:00 main:574] : INFO : Epoch 1672 | loss: 0.0311693 | val_loss: 0.0311733 | Time: 2762.01 ms [2021-09-27 18:32:03 main:574] : INFO : Epoch 1673 | loss: 0.0311668 | val_loss: 0.0311723 | Time: 2896.02 ms [2021-09-27 18:32:06 main:574] : INFO : Epoch 1674 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 2730.56 ms [2021-09-27 18:32:09 main:574] : INFO : Epoch 1675 | loss: 0.0311673 | val_loss: 0.0311708 | Time: 2865.48 ms [2021-09-27 18:32:12 main:574] : INFO : Epoch 1676 | loss: 0.0311651 | val_loss: 0.0311665 | Time: 2960.03 ms [2021-09-27 18:32:15 main:574] : INFO : Epoch 1677 | loss: 0.031164 | val_loss: 0.0311671 | Time: 2733.91 ms [2021-09-27 18:32:17 main:574] : INFO : Epoch 1678 | loss: 0.0311624 | val_loss: 0.0311668 | Time: 2791.45 ms [2021-09-27 18:32:20 main:574] : INFO : Epoch 1679 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 2850.14 ms [2021-09-27 18:32:23 main:574] : INFO : Epoch 1680 | loss: 0.0311625 | val_loss: 0.0311712 | Time: 2767.65 ms [2021-09-27 18:32:26 main:574] : INFO : Epoch 1681 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 2904.34 ms [2021-09-27 18:32:29 main:574] : INFO : Epoch 1682 | loss: 0.0311641 | val_loss: 0.031169 | Time: 2747.44 ms [2021-09-27 18:32:32 main:574] : INFO : Epoch 1683 | loss: 0.0311608 | val_loss: 0.0311671 | Time: 2806.96 ms [2021-09-27 18:32:34 main:574] : INFO : Epoch 1684 | loss: 0.0311586 | val_loss: 0.0311675 | Time: 2744.69 ms [2021-09-27 18:32:37 main:574] : INFO : Epoch 1685 | loss: 0.0311573 | val_loss: 0.0311671 | Time: 2862.74 ms [2021-09-27 18:32:40 main:574] : INFO : Epoch 1686 | loss: 0.0311551 | val_loss: 0.0311704 | Time: 2865.98 ms [2021-09-27 18:32:43 main:574] : INFO : Epoch 1687 | loss: 0.0311561 | val_loss: 0.0311764 | Time: 2680.63 ms [2021-09-27 18:32:46 main:574] : INFO : Epoch 1688 | loss: 0.0311517 | val_loss: 0.0311713 | Time: 2899.67 ms [2021-09-27 18:32:48 main:574] : INFO : Epoch 1689 | loss: 0.0311484 | val_loss: 0.0311726 | Time: 2818.34 ms [2021-09-27 18:32:51 main:574] : INFO : Epoch 1690 | loss: 0.031147 | val_loss: 0.0311743 | Time: 2787.03 ms [2021-09-27 18:32:54 main:574] : INFO : Epoch 1691 | loss: 0.0311475 | val_loss: 0.0311749 | Time: 2907.63 ms [2021-09-27 18:32:57 main:574] : INFO : Epoch 1692 | loss: 0.0311472 | val_loss: 0.0311775 | Time: 2728.45 ms [2021-09-27 18:33:00 main:574] : INFO : Epoch 1693 | loss: 0.0311465 | val_loss: 0.0311767 | Time: 2858.82 ms [2021-09-27 18:33:03 main:574] : INFO : Epoch 1694 | loss: 0.0311424 | val_loss: 0.0311737 | Time: 2857.57 ms [2021-09-27 18:33:06 main:574] : INFO : Epoch 1695 | loss: 0.0311417 | val_loss: 0.0311737 | Time: 2982.07 ms [2021-09-27 18:33:09 main:574] : INFO : Epoch 1696 | loss: 0.031141 | val_loss: 0.0311722 | Time: 2892 ms [2021-09-27 18:33:11 main:574] : INFO : Epoch 1697 | loss: 0.0311397 | val_loss: 0.0311744 | Time: 2740.42 ms [2021-09-27 18:33:14 main:574] : INFO : Epoch 1698 | loss: 0.0311398 | val_loss: 0.0311773 | Time: 2835.55 ms [2021-09-27 18:33:17 main:574] : INFO : Epoch 1699 | loss: 0.0311382 | val_loss: 0.0311754 | Time: 2776.99 ms [2021-09-27 18:33:20 main:574] : INFO : Epoch 1700 | loss: 0.0311387 | val_loss: 0.0311752 | Time: 2869.43 ms [2021-09-27 18:33:23 main:574] : INFO : Epoch 1701 | loss: 0.0311366 | val_loss: 0.0311711 | Time: 2769.28 ms [2021-09-27 18:33:25 main:574] : INFO : Epoch 1702 | loss: 0.0311364 | val_loss: 0.0311723 | Time: 2737.62 ms [2021-09-27 18:33:28 main:574] : INFO : Epoch 1703 | loss: 0.0311354 | val_loss: 0.0311742 | Time: 2946.28 ms [2021-09-27 18:33:31 main:574] : INFO : Epoch 1704 | loss: 0.031135 | val_loss: 0.0311717 | Time: 2821.09 ms [2021-09-27 18:33:34 main:574] : INFO : Epoch 1705 | loss: 0.0311355 | val_loss: 0.0311764 | Time: 2878.81 ms [2021-09-27 18:33:37 main:574] : INFO : Epoch 1706 | loss: 0.0311343 | val_loss: 0.0311724 | Time: 2834.97 ms [2021-09-27 18:33:40 main:574] : INFO : Epoch 1707 | loss: 0.031136 | val_loss: 0.0311752 | Time: 2712 ms [2021-09-27 18:33:43 main:574] : INFO : Epoch 1708 | loss: 0.0311328 | val_loss: 0.0311742 | Time: 2985.94 ms [2021-09-27 18:33:45 main:574] : INFO : Epoch 1709 | loss: 0.0311323 | val_loss: 0.0311757 | Time: 2823.99 ms [2021-09-27 18:33:48 main:574] : INFO : Epoch 1710 | loss: 0.031133 | val_loss: 0.0311726 | Time: 2859.32 ms [2021-09-27 18:33:51 main:574] : INFO : Epoch 1711 | loss: 0.0311321 | val_loss: 0.0311807 | Time: 2926.89 ms [2021-09-27 18:33:54 main:574] : INFO : Epoch 1712 | loss: 0.0311362 | val_loss: 0.0311793 | Time: 2891.41 ms [2021-09-27 18:33:57 main:574] : INFO : Epoch 1713 | loss: 0.0311343 | val_loss: 0.0311746 | Time: 2814.01 ms [2021-09-27 18:34:00 main:574] : INFO : Epoch 1714 | loss: 0.0311308 | val_loss: 0.0311804 | Time: 2775.1 ms [2021-09-27 18:34:02 main:574] : INFO : Epoch 1715 | loss: 0.0311317 | val_loss: 0.0311753 | Time: 2780.47 ms [2021-09-27 18:34:05 main:574] : INFO : Epoch 1716 | loss: 0.031134 | val_loss: 0.0311723 | Time: 2842.84 ms [2021-09-27 18:34:08 main:574] : INFO : Epoch 1717 | loss: 0.0311301 | val_loss: 0.0311729 | Time: 2845.53 ms [2021-09-27 18:34:11 main:574] : INFO : Epoch 1718 | loss: 0.0311318 | val_loss: 0.0311713 | Time: 2850.78 ms [2021-09-27 18:34:14 main:574] : INFO : Epoch 1719 | loss: 0.0311307 | val_loss: 0.0311747 | Time: 2798.55 ms [2021-09-27 18:34:17 main:574] : INFO : Epoch 1720 | loss: 0.0311288 | val_loss: 0.0311733 | Time: 2908.67 ms [2021-09-27 18:34:20 main:574] : INFO : Epoch 1721 | loss: 0.0311305 | val_loss: 0.0311708 | Time: 2859.21 ms [2021-09-27 18:34:22 main:574] : INFO : Epoch 1722 | loss: 0.031131 | val_loss: 0.0311718 | Time: 2879.9 ms [2021-09-27 18:34:25 main:574] : INFO : Epoch 1723 | loss: 0.0311312 | val_loss: 0.0311713 | Time: 2928.94 ms [2021-09-27 18:34:28 main:574] : INFO : Epoch 1724 | loss: 0.0311292 | val_loss: 0.0311752 | Time: 2848.65 ms [2021-09-27 18:34:31 main:574] : INFO : Epoch 1725 | loss: 0.0311286 | val_loss: 0.0311739 | Time: 2847.84 ms [2021-09-27 18:34:34 main:574] : INFO : Epoch 1726 | loss: 0.0311299 | val_loss: 0.0311724 | Time: 2856.06 ms [2021-09-27 18:34:37 main:574] : INFO : Epoch 1727 | loss: 0.0311304 | val_loss: 0.0311754 | Time: 2927.77 ms [2021-09-27 18:34:40 main:574] : INFO : Epoch 1728 | loss: 0.0311321 | val_loss: 0.0311733 | Time: 2818.96 ms [2021-09-27 18:34:43 main:574] : INFO : Epoch 1729 | loss: 0.0311322 | val_loss: 0.0311728 | Time: 2835.04 ms [2021-09-27 18:34:45 main:574] : INFO : Epoch 1730 | loss: 0.0311292 | val_loss: 0.0311757 | Time: 2895.64 ms [2021-09-27 18:34:48 main:574] : INFO : Epoch 1731 | loss: 0.031129 | val_loss: 0.0311741 | Time: 2837.56 ms [2021-09-27 18:34:51 main:574] : INFO : Epoch 1732 | loss: 0.031129 | val_loss: 0.0311721 | Time: 2980.12 ms [2021-09-27 18:34:54 main:574] : INFO : Epoch 1733 | loss: 0.0311309 | val_loss: 0.03117 | Time: 2783.53 ms [2021-09-27 18:34:57 main:574] : INFO : Epoch 1734 | loss: 0.0311322 | val_loss: 0.031175 | Time: 2987.81 ms [2021-09-27 18:35:00 main:574] : INFO : Epoch 1735 | loss: 0.0311317 | val_loss: 0.0311754 | Time: 2803.82 ms [2021-09-27 18:35:03 main:574] : INFO : Epoch 1736 | loss: 0.0311308 | val_loss: 0.0311731 | Time: 2859.49 ms [2021-09-27 18:35:06 main:574] : INFO : Epoch 1737 | loss: 0.0311307 | val_loss: 0.0311705 | Time: 2818.47 ms [2021-09-27 18:35:09 main:574] : INFO : Epoch 1738 | loss: 0.0311308 | val_loss: 0.0311714 | Time: 2966.36 ms [2021-09-27 18:35:11 main:574] : INFO : Epoch 1739 | loss: 0.0311292 | val_loss: 0.0311748 | Time: 2860.45 ms [2021-09-27 18:35:14 main:574] : INFO : Epoch 1740 | loss: 0.0311279 | val_loss: 0.0311761 | Time: 2804.3 ms [2021-09-27 18:35:17 main:574] : INFO : Epoch 1741 | loss: 0.0311317 | val_loss: 0.0311737 | Time: 2847.23 ms [2021-09-27 18:35:20 main:574] : INFO : Epoch 1742 | loss: 0.0311377 | val_loss: 0.0311724 | Time: 2875.75 ms [2021-09-27 18:35:23 main:574] : INFO : Epoch 1743 | loss: 0.0311331 | val_loss: 0.0311675 | Time: 2724.17 ms [2021-09-27 18:35:26 main:574] : INFO : Epoch 1744 | loss: 0.0311332 | val_loss: 0.0311725 | Time: 2906.15 ms [2021-09-27 18:35:28 main:574] : INFO : Epoch 1745 | loss: 0.031132 | val_loss: 0.0311685 | Time: 2725.11 ms [2021-09-27 18:35:31 main:574] : INFO : Epoch 1746 | loss: 0.0311301 | val_loss: 0.0311687 | Time: 2838.67 ms [2021-09-27 18:35:34 main:574] : INFO : Epoch 1747 | loss: 0.0311289 | val_loss: 0.0311774 | Time: 2829.62 ms [2021-09-27 18:35:37 main:574] : INFO : Epoch 1748 | loss: 0.0311317 | val_loss: 0.0311774 | Time: 2819.29 ms [2021-09-27 18:35:40 main:574] : INFO : Epoch 1749 | loss: 0.03113 | val_loss: 0.0311723 | Time: 2830.56 ms [2021-09-27 18:35:43 main:574] : INFO : Epoch 1750 | loss: 0.0311295 | val_loss: 0.0311777 | Time: 2786.04 ms [2021-09-27 18:35:45 main:574] : INFO : Epoch 1751 | loss: 0.0311295 | val_loss: 0.031177 | Time: 2890.23 ms [2021-09-27 18:35:48 main:574] : INFO : Epoch 1752 | loss: 0.0311369 | val_loss: 0.0311722 | Time: 2838.48 ms [2021-09-27 18:35:51 main:574] : INFO : Epoch 1753 | loss: 0.0311364 | val_loss: 0.0311787 | Time: 2781.5 ms [2021-09-27 18:35:54 main:574] : INFO : Epoch 1754 | loss: 0.0311359 | val_loss: 0.0311721 | Time: 2944.5 ms [2021-09-27 18:35:57 main:574] : INFO : Epoch 1755 | loss: 0.0311345 | val_loss: 0.0311726 | Time: 2774.23 ms [2021-09-27 18:36:00 main:574] : INFO : Epoch 1756 | loss: 0.031134 | val_loss: 0.0311762 | Time: 2859.7 ms [2021-09-27 18:36:03 main:574] : INFO : Epoch 1757 | loss: 0.0311359 | val_loss: 0.0311758 | Time: 2840.38 ms [2021-09-27 18:36:05 main:574] : INFO : Epoch 1758 | loss: 0.0311352 | val_loss: 0.0311761 | Time: 2849.06 ms [2021-09-27 18:36:08 main:574] : INFO : Epoch 1759 | loss: 0.0311358 | val_loss: 0.0311803 | Time: 2890.36 ms [2021-09-27 18:36:11 main:574] : INFO : Epoch 1760 | loss: 0.0311482 | val_loss: 0.0311823 | Time: 2749.01 ms [2021-09-27 18:36:14 main:574] : INFO : Epoch 1761 | loss: 0.0311509 | val_loss: 0.0311812 | Time: 3064.35 ms [2021-09-27 18:36:17 main:574] : INFO : Epoch 1762 | loss: 0.0311493 | val_loss: 0.0311819 | Time: 2887.77 ms [2021-09-27 18:36:20 main:574] : INFO : Epoch 1763 | loss: 0.031148 | val_loss: 0.0311794 | Time: 2923.35 ms [2021-09-27 18:36:23 main:574] : INFO : Epoch 1764 | loss: 0.0311489 | val_loss: 0.0311842 | Time: 2784.96 ms [2021-09-27 18:36:26 main:574] : INFO : Epoch 1765 | loss: 0.0311516 | val_loss: 0.0311848 | Time: 2928.12 ms [2021-09-27 18:36:29 main:574] : INFO : Epoch 1766 | loss: 0.0311488 | val_loss: 0.0311802 | Time: 2877.69 ms [2021-09-27 18:36:31 main:574] : INFO : Epoch 1767 | loss: 0.0311467 | val_loss: 0.031176 | Time: 2738.32 ms [2021-09-27 18:36:34 main:574] : INFO : Epoch 1768 | loss: 0.0311442 | val_loss: 0.0311777 | Time: 2964.37 ms [2021-09-27 18:36:37 main:574] : INFO : Epoch 1769 | loss: 0.0311454 | val_loss: 0.0311741 | Time: 2788.54 ms [2021-09-27 18:36:40 main:574] : INFO : Epoch 1770 | loss: 0.031144 | val_loss: 0.0311762 | Time: 2934.68 ms [2021-09-27 18:36:43 main:574] : INFO : Epoch 1771 | loss: 0.0311428 | val_loss: 0.0311746 | Time: 2777.3 ms [2021-09-27 18:36:46 main:574] : INFO : Epoch 1772 | loss: 0.0311458 | val_loss: 0.0311789 | Time: 2871.96 ms [2021-09-27 18:36:49 main:574] : INFO : Epoch 1773 | loss: 0.0311518 | val_loss: 0.0311776 | Time: 2907.27 ms [2021-09-27 18:36:51 main:574] : INFO : Epoch 1774 | loss: 0.0311515 | val_loss: 0.0311774 | Time: 2847.03 ms [2021-09-27 18:36:54 main:574] : INFO : Epoch 1775 | loss: 0.0311498 | val_loss: 0.0311787 | Time: 2925.29 ms [2021-09-27 18:36:57 main:574] : INFO : Epoch 1776 | loss: 0.0311516 | val_loss: 0.0311786 | Time: 2821.09 ms [2021-09-27 18:37:00 main:574] : INFO : Epoch 1777 | loss: 0.0311517 | val_loss: 0.0311819 | Time: 2826.9 ms [2021-09-27 18:37:03 main:574] : INFO : Epoch 1778 | loss: 0.0311492 | val_loss: 0.0311798 | Time: 2904.01 ms [2021-09-27 18:37:06 main:574] : INFO : Epoch 1779 | loss: 0.0311475 | val_loss: 0.0311728 | Time: 2782.1 ms [2021-09-27 18:37:09 main:574] : INFO : Epoch 1780 | loss: 0.0311454 | val_loss: 0.0311734 | Time: 2907.27 ms [2021-09-27 18:37:11 main:574] : INFO : Epoch 1781 | loss: 0.031146 | val_loss: 0.0311706 | Time: 2775.62 ms [2021-09-27 18:37:14 main:574] : INFO : Epoch 1782 | loss: 0.0311445 | val_loss: 0.0311697 | Time: 2778.47 ms [2021-09-27 18:37:17 main:574] : INFO : Epoch 1783 | loss: 0.0311466 | val_loss: 0.0311748 | Time: 2820.36 ms [2021-09-27 18:37:20 main:574] : INFO : Epoch 1784 | loss: 0.0311444 | val_loss: 0.0311738 | Time: 2850.09 ms [2021-09-27 18:37:23 main:574] : INFO : Epoch 1785 | loss: 0.0311464 | val_loss: 0.0311756 | Time: 2934 ms [2021-09-27 18:37:26 main:574] : INFO : Epoch 1786 | loss: 0.0311488 | val_loss: 0.0311698 | Time: 2857.69 ms [2021-09-27 18:37:29 main:574] : INFO : Epoch 1787 | loss: 0.0311435 | val_loss: 0.0311727 | Time: 2965.74 ms [2021-09-27 18:37:32 main:574] : INFO : Epoch 1788 | loss: 0.0311431 | val_loss: 0.0311681 | Time: 2865.12 ms [2021-09-27 18:37:34 main:574] : INFO : Epoch 1789 | loss: 0.031142 | val_loss: 0.0311709 | Time: 2877 ms [2021-09-27 18:37:37 main:574] : INFO : Epoch 1790 | loss: 0.0311397 | val_loss: 0.0311697 | Time: 2881.7 ms [2021-09-27 18:37:40 main:574] : INFO : Epoch 1791 | loss: 0.0311424 | val_loss: 0.0311729 | Time: 2792.53 ms [2021-09-27 18:37:43 main:574] : INFO : Epoch 1792 | loss: 0.0311453 | val_loss: 0.0311752 | Time: 2929.61 ms [2021-09-27 18:37:46 main:574] : INFO : Epoch 1793 | loss: 0.0311447 | val_loss: 0.0311754 | Time: 2777.36 ms [2021-09-27 18:37:49 main:574] : INFO : Epoch 1794 | loss: 0.0311427 | val_loss: 0.0311719 | Time: 2824.97 ms [2021-09-27 18:37:51 main:574] : INFO : Epoch 1795 | loss: 0.0311449 | val_loss: 0.0311776 | Time: 2789.81 ms [2021-09-27 18:37:54 main:574] : INFO : Epoch 1796 | loss: 0.0311439 | val_loss: 0.0311744 | Time: 2719.12 ms [2021-09-27 18:37:57 main:574] : INFO : Epoch 1797 | loss: 0.0311405 | val_loss: 0.0311692 | Time: 2913.1 ms [2021-09-27 18:38:00 main:574] : INFO : Epoch 1798 | loss: 0.0311397 | val_loss: 0.0311699 | Time: 2865.7 ms [2021-09-27 18:38:03 main:574] : INFO : Epoch 1799 | loss: 0.0311417 | val_loss: 0.0311697 | Time: 2889.29 ms [2021-09-27 18:38:06 main:574] : INFO : Epoch 1800 | loss: 0.0311412 | val_loss: 0.0311691 | Time: 2913.39 ms [2021-09-27 18:38:09 main:574] : INFO : Epoch 1801 | loss: 0.0311422 | val_loss: 0.0311704 | Time: 2925.66 ms [2021-09-27 18:38:12 main:574] : INFO : Epoch 1802 | loss: 0.0311409 | val_loss: 0.0311712 | Time: 3145.84 ms [2021-09-27 18:38:15 main:574] : INFO : Epoch 1803 | loss: 0.0311407 | val_loss: 0.0311711 | Time: 3044.73 ms [2021-09-27 18:38:18 main:574] : INFO : Epoch 1804 | loss: 0.0311407 | val_loss: 0.0311713 | Time: 2841.14 ms [2021-09-27 18:38:31 main:574] : INFO : Epoch 1805 | loss: 0.0311409 | val_loss: 0.0311729 | Time: 12970 ms [2021-09-27 18:38:34 main:574] : INFO : Epoch 1806 | loss: 0.0311411 | val_loss: 0.0311837 | Time: 2837.21 ms [2021-09-27 18:38:36 main:574] : INFO : Epoch 1807 | loss: 0.0311392 | val_loss: 0.0311789 | Time: 2773.12 ms [2021-09-27 18:38:39 main:574] : INFO : Epoch 1808 | loss: 0.0311411 | val_loss: 0.031174 | Time: 2915.12 ms [2021-09-27 18:38:42 main:574] : INFO : Epoch 1809 | loss: 0.0311403 | val_loss: 0.0311734 | Time: 2860.05 ms [2021-09-27 18:38:45 main:574] : INFO : Epoch 1810 | loss: 0.0311385 | val_loss: 0.0311704 | Time: 2843.14 ms [2021-09-27 18:38:48 main:574] : INFO : Epoch 1811 | loss: 0.0311385 | val_loss: 0.0311769 | Time: 2926.75 ms [2021-09-27 18:38:51 main:574] : INFO : Epoch 1812 | loss: 0.0311405 | val_loss: 0.0311789 | Time: 2817.32 ms [2021-09-27 18:38:54 main:574] : INFO : Epoch 1813 | loss: 0.0311386 | val_loss: 0.0311767 | Time: 3032.81 ms [2021-09-27 18:38:57 main:574] : INFO : Epoch 1814 | loss: 0.0311373 | val_loss: 0.0311728 | Time: 2802.23 ms [2021-09-27 18:39:00 main:574] : INFO : Epoch 1815 | loss: 0.031138 | val_loss: 0.0311737 | Time: 2926.47 ms [2021-09-27 18:39:02 main:574] : INFO : Epoch 1816 | loss: 0.0311386 | val_loss: 0.0311726 | Time: 2750.66 ms [2021-09-27 18:39:05 main:574] : INFO : Epoch 1817 | loss: 0.0311392 | val_loss: 0.0311671 | Time: 2793.9 ms [2021-09-27 18:39:08 main:574] : INFO : Epoch 1818 | loss: 0.0311404 | val_loss: 0.0311728 | Time: 3176.92 ms [2021-09-27 18:39:21 main:574] : INFO : Epoch 1819 | loss: 0.0311382 | val_loss: 0.0311702 | Time: 13033.9 ms [2021-09-27 18:39:24 main:574] : INFO : Epoch 1820 | loss: 0.0311368 | val_loss: 0.0311704 | Time: 2802.62 ms [2021-09-27 18:39:27 main:574] : INFO : Epoch 1821 | loss: 0.0311344 | val_loss: 0.0311734 | Time: 2740.31 ms [2021-09-27 18:39:30 main:574] : INFO : Epoch 1822 | loss: 0.0311357 | val_loss: 0.0311706 | Time: 2883.18 ms [2021-09-27 18:39:33 main:574] : INFO : Epoch 1823 | loss: 0.0311363 | val_loss: 0.0311707 | Time: 2872.99 ms [2021-09-27 18:39:36 main:574] : INFO : Epoch 1824 | loss: 0.0311381 | val_loss: 0.0311703 | Time: 2920.91 ms [2021-09-27 18:39:38 main:574] : INFO : Epoch 1825 | loss: 0.0311397 | val_loss: 0.0311643 | Time: 2786.74 ms [2021-09-27 18:39:41 main:574] : INFO : Epoch 1826 | loss: 0.0311393 | val_loss: 0.0311708 | Time: 2805.22 ms [2021-09-27 18:39:44 main:574] : INFO : Epoch 1827 | loss: 0.0311422 | val_loss: 0.0311686 | Time: 2942.43 ms [2021-09-27 18:39:47 main:574] : INFO : Epoch 1828 | loss: 0.0311396 | val_loss: 0.0311684 | Time: 2833.62 ms [2021-09-27 18:39:50 main:574] : INFO : Epoch 1829 | loss: 0.031137 | val_loss: 0.0311679 | Time: 2853.49 ms [2021-09-27 18:39:53 main:574] : INFO : Epoch 1830 | loss: 0.0311358 | val_loss: 0.0311671 | Time: 2819.46 ms [2021-09-27 18:39:57 main:574] : INFO : Epoch 1831 | loss: 0.0311368 | val_loss: 0.0311672 | Time: 2878.33 ms [2021-09-27 18:40:00 main:574] : INFO : Epoch 1832 | loss: 0.0311376 | val_loss: 0.0311714 | Time: 2922.95 ms [2021-09-27 18:40:03 main:574] : INFO : Epoch 1833 | loss: 0.0311374 | val_loss: 0.0311729 | Time: 2796.94 ms [2021-09-27 18:40:06 main:574] : INFO : Epoch 1834 | loss: 0.0311386 | val_loss: 0.0311772 | Time: 2878.48 ms [2021-09-27 18:40:08 main:574] : INFO : Epoch 1835 | loss: 0.0311491 | val_loss: 0.0311741 | Time: 2842.07 ms [2021-09-27 18:40:11 main:574] : INFO : Epoch 1836 | loss: 0.0311549 | val_loss: 0.0311701 | Time: 2743.6 ms [2021-09-27 18:40:14 main:574] : INFO : Epoch 1837 | loss: 0.0311551 | val_loss: 0.0311776 | Time: 2829.7 ms [2021-09-27 18:40:17 main:574] : INFO : Epoch 1838 | loss: 0.0311553 | val_loss: 0.0311706 | Time: 2842.25 ms [2021-09-27 18:40:20 main:574] : INFO : Epoch 1839 | loss: 0.0311558 | val_loss: 0.0311752 | Time: 2855.49 ms [2021-09-27 18:40:23 main:574] : INFO : Epoch 1840 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 2918.67 ms [2021-09-27 18:40:25 main:574] : INFO : Epoch 1841 | loss: 0.0311618 | val_loss: 0.0311745 | Time: 2865.98 ms [2021-09-27 18:40:29 main:574] : INFO : Epoch 1842 | loss: 0.031158 | val_loss: 0.0311694 | Time: 3006.05 ms [2021-09-27 18:40:31 main:574] : INFO : Epoch 1843 | loss: 0.0311576 | val_loss: 0.0311721 | Time: 2820.06 ms [2021-09-27 18:40:34 main:574] : INFO : Epoch 1844 | loss: 0.031157 | val_loss: 0.0311698 | Time: 2973.86 ms [2021-09-27 18:40:37 main:574] : INFO : Epoch 1845 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 2816.09 ms [2021-09-27 18:40:40 main:574] : INFO : Epoch 1846 | loss: 0.031152 | val_loss: 0.0311687 | Time: 2920.22 ms [2021-09-27 18:40:43 main:574] : INFO : Epoch 1847 | loss: 0.0311508 | val_loss: 0.031166 | Time: 2996.25 ms [2021-09-27 18:40:46 main:574] : INFO : Epoch 1848 | loss: 0.0311533 | val_loss: 0.0311742 | Time: 2834.65 ms [2021-09-27 18:40:49 main:574] : INFO : Epoch 1849 | loss: 0.0311523 | val_loss: 0.0311696 | Time: 2852.69 ms [2021-09-27 18:40:52 main:574] : INFO : Epoch 1850 | loss: 0.0311506 | val_loss: 0.0311714 | Time: 2892.67 ms [2021-09-27 18:40:55 main:574] : INFO : Epoch 1851 | loss: 0.0311512 | val_loss: 0.0311719 | Time: 3000.88 ms [2021-09-27 18:40:57 main:574] : INFO : Epoch 1852 | loss: 0.0311506 | val_loss: 0.0311705 | Time: 2744.3 ms [2021-09-27 18:41:00 main:574] : INFO : Epoch 1853 | loss: 0.0311504 | val_loss: 0.0311694 | Time: 2839.45 ms [2021-09-27 18:41:03 main:574] : INFO : Epoch 1854 | loss: 0.0311478 | val_loss: 0.0311743 | Time: 2960.74 ms [2021-09-27 18:41:06 main:574] : INFO : Epoch 1855 | loss: 0.0311502 | val_loss: 0.0311724 | Time: 2801.67 ms [2021-09-27 18:41:09 main:574] : INFO : Epoch 1856 | loss: 0.0311509 | val_loss: 0.03117 | Time: 3031.66 ms [2021-09-27 18:41:12 main:574] : INFO : Epoch 1857 | loss: 0.0311479 | val_loss: 0.0311681 | Time: 2693.74 ms [2021-09-27 18:41:15 main:574] : INFO : Epoch 1858 | loss: 0.0311483 | val_loss: 0.0311705 | Time: 2835.5 ms [2021-09-27 18:41:18 main:574] : INFO : Epoch 1859 | loss: 0.0311493 | val_loss: 0.0311698 | Time: 2885.09 ms [2021-09-27 18:41:20 main:574] : INFO : Epoch 1860 | loss: 0.0311488 | val_loss: 0.0311737 | Time: 2793.09 ms [2021-09-27 18:41:23 main:574] : INFO : Epoch 1861 | loss: 0.0311494 | val_loss: 0.0311699 | Time: 2906.17 ms [2021-09-27 18:41:26 main:574] : INFO : Epoch 1862 | loss: 0.0311474 | val_loss: 0.0311684 | Time: 2800.17 ms [2021-09-27 18:41:29 main:574] : INFO : Epoch 1863 | loss: 0.0311476 | val_loss: 0.031175 | Time: 3055.24 ms [2021-09-27 18:41:32 main:574] : INFO : Epoch 1864 | loss: 0.0311468 | val_loss: 0.0311745 | Time: 2842.03 ms [2021-09-27 18:41:35 main:574] : INFO : Epoch 1865 | loss: 0.0311434 | val_loss: 0.0311731 | Time: 2936.87 ms [2021-09-27 18:41:38 main:574] : INFO : Epoch 1866 | loss: 0.0311444 | val_loss: 0.0311722 | Time: 2794.77 ms [2021-09-27 18:41:41 main:574] : INFO : Epoch 1867 | loss: 0.0311446 | val_loss: 0.0311768 | Time: 2842.94 ms [2021-09-27 18:41:43 main:574] : INFO : Epoch 1868 | loss: 0.0311435 | val_loss: 0.0311742 | Time: 2897.6 ms [2021-09-27 18:41:46 main:574] : INFO : Epoch 1869 | loss: 0.0311428 | val_loss: 0.0311724 | Time: 2842.02 ms [2021-09-27 18:41:49 main:574] : INFO : Epoch 1870 | loss: 0.0311437 | val_loss: 0.0311713 | Time: 2961.47 ms [2021-09-27 18:41:52 main:574] : INFO : Epoch 1871 | loss: 0.0311433 | val_loss: 0.0311694 | Time: 2828.64 ms [2021-09-27 18:41:55 main:574] : INFO : Epoch 1872 | loss: 0.0311438 | val_loss: 0.0311695 | Time: 2892.62 ms [2021-09-27 18:41:58 main:574] : INFO : Epoch 1873 | loss: 0.0311433 | val_loss: 0.0311701 | Time: 2854.16 ms [2021-09-27 18:42:01 main:574] : INFO : Epoch 1874 | loss: 0.0311451 | val_loss: 0.03117 | Time: 2781.46 ms [2021-09-27 18:42:04 main:574] : INFO : Epoch 1875 | loss: 0.0311444 | val_loss: 0.031171 | Time: 2852.89 ms [2021-09-27 18:42:06 main:574] : INFO : Epoch 1876 | loss: 0.0311432 | val_loss: 0.0311682 | Time: 2803 ms [2021-09-27 18:42:09 main:574] : INFO : Epoch 1877 | loss: 0.031142 | val_loss: 0.0311708 | Time: 2837.37 ms [2021-09-27 18:42:12 main:574] : INFO : Epoch 1878 | loss: 0.0311425 | val_loss: 0.0311698 | Time: 2792.58 ms [2021-09-27 18:42:15 main:574] : INFO : Epoch 1879 | loss: 0.0311427 | val_loss: 0.031169 | Time: 2821.68 ms [2021-09-27 18:42:18 main:574] : INFO : Epoch 1880 | loss: 0.031144 | val_loss: 0.0311695 | Time: 2800.29 ms [2021-09-27 18:42:20 main:574] : INFO : Epoch 1881 | loss: 0.0311424 | val_loss: 0.0311666 | Time: 2743.4 ms [2021-09-27 18:42:23 main:574] : INFO : Epoch 1882 | loss: 0.0311441 | val_loss: 0.0311688 | Time: 2949.57 ms [2021-09-27 18:42:26 main:574] : INFO : Epoch 1883 | loss: 0.031143 | val_loss: 0.0311705 | Time: 2926.81 ms [2021-09-27 18:42:29 main:574] : INFO : Epoch 1884 | loss: 0.031142 | val_loss: 0.0311722 | Time: 2814.98 ms [2021-09-27 18:42:32 main:574] : INFO : Epoch 1885 | loss: 0.0311417 | val_loss: 0.0311704 | Time: 2922.37 ms [2021-09-27 18:42:35 main:574] : INFO : Epoch 1886 | loss: 0.0311408 | val_loss: 0.0311675 | Time: 2758.04 ms [2021-09-27 18:42:38 main:574] : INFO : Epoch 1887 | loss: 0.0311405 | val_loss: 0.0311682 | Time: 2957.86 ms [2021-09-27 18:42:41 main:574] : INFO : Epoch 1888 | loss: 0.0311388 | val_loss: 0.0311689 | Time: 2769.72 ms [2021-09-27 18:42:43 main:574] : INFO : Epoch 1889 | loss: 0.0311397 | val_loss: 0.0311694 | Time: 2857.73 ms [2021-09-27 18:42:46 main:574] : INFO : Epoch 1890 | loss: 0.031138 | val_loss: 0.0311684 | Time: 2801.66 ms [2021-09-27 18:42:49 main:574] : INFO : Epoch 1891 | loss: 0.0311364 | val_loss: 0.0311667 | Time: 2851.83 ms [2021-09-27 18:42:52 main:574] : INFO : Epoch 1892 | loss: 0.0311377 | val_loss: 0.031169 | Time: 2796.38 ms [2021-09-27 18:42:55 main:574] : INFO : Epoch 1893 | loss: 0.0311385 | val_loss: 0.0311727 | Time: 2809.55 ms [2021-09-27 18:42:58 main:574] : INFO : Epoch 1894 | loss: 0.0311412 | val_loss: 0.0311691 | Time: 2890.72 ms [2021-09-27 18:43:00 main:574] : INFO : Epoch 1895 | loss: 0.0311415 | val_loss: 0.0311679 | Time: 2839.86 ms [2021-09-27 18:43:03 main:574] : INFO : Epoch 1896 | loss: 0.0311397 | val_loss: 0.0311694 | Time: 2860.18 ms [2021-09-27 18:43:06 main:574] : INFO : Epoch 1897 | loss: 0.0311407 | val_loss: 0.0311692 | Time: 3012.79 ms [2021-09-27 18:43:09 main:574] : INFO : Epoch 1898 | loss: 0.0311404 | val_loss: 0.0311716 | Time: 2820.85 ms [2021-09-27 18:43:12 main:574] : INFO : Epoch 1899 | loss: 0.0311396 | val_loss: 0.0311717 | Time: 2996.2 ms [2021-09-27 18:43:15 main:574] : INFO : Epoch 1900 | loss: 0.0311401 | val_loss: 0.0311695 | Time: 2745.48 ms [2021-09-27 18:43:18 main:574] : INFO : Epoch 1901 | loss: 0.0311417 | val_loss: 0.0311732 | Time: 2933.77 ms [2021-09-27 18:43:21 main:574] : INFO : Epoch 1902 | loss: 0.0311412 | val_loss: 0.0311666 | Time: 2851.31 ms [2021-09-27 18:43:24 main:574] : INFO : Epoch 1903 | loss: 0.0311437 | val_loss: 0.0311688 | Time: 2826.79 ms [2021-09-27 18:43:26 main:574] : INFO : Epoch 1904 | loss: 0.0311438 | val_loss: 0.0311682 | Time: 2913.78 ms [2021-09-27 18:43:29 main:574] : INFO : Epoch 1905 | loss: 0.0311408 | val_loss: 0.0311678 | Time: 2795.91 ms [2021-09-27 18:43:32 main:574] : INFO : Epoch 1906 | loss: 0.0311406 | val_loss: 0.0311639 | Time: 2919.08 ms [2021-09-27 18:43:35 main:574] : INFO : Epoch 1907 | loss: 0.0311441 | val_loss: 0.0311662 | Time: 2895.99 ms [2021-09-27 18:43:38 main:574] : INFO : Epoch 1908 | loss: 0.0311413 | val_loss: 0.0311685 | Time: 2791.3 ms [2021-09-27 18:43:41 main:574] : INFO : Epoch 1909 | loss: 0.0311432 | val_loss: 0.0311683 | Time: 2831.99 ms [2021-09-27 18:43:44 main:574] : INFO : Epoch 1910 | loss: 0.0311439 | val_loss: 0.0311697 | Time: 2808.88 ms [2021-09-27 18:43:47 main:574] : INFO : Epoch 1911 | loss: 0.0311426 | val_loss: 0.0311683 | Time: 3021.12 ms [2021-09-27 18:43:49 main:574] : INFO : Epoch 1912 | loss: 0.0311422 | val_loss: 0.0311645 | Time: 2798.05 ms [2021-09-27 18:43:52 main:574] : INFO : Epoch 1913 | loss: 0.0311423 | val_loss: 0.0311634 | Time: 2909.02 ms [2021-09-27 18:43:55 main:574] : INFO : Epoch 1914 | loss: 0.031143 | val_loss: 0.0311627 | Time: 2789.79 ms [2021-09-27 18:43:58 main:574] : INFO : Epoch 1915 | loss: 0.0311403 | val_loss: 0.0311644 | Time: 2865.17 ms [2021-09-27 18:44:01 main:574] : INFO : Epoch 1916 | loss: 0.0311373 | val_loss: 0.0311645 | Time: 2937.86 ms [2021-09-27 18:44:04 main:574] : INFO : Epoch 1917 | loss: 0.0311367 | val_loss: 0.0311662 | Time: 2835.58 ms [2021-09-27 18:44:07 main:574] : INFO : Epoch 1918 | loss: 0.0311367 | val_loss: 0.0311648 | Time: 2858.56 ms [2021-09-27 18:44:09 main:574] : INFO : Epoch 1919 | loss: 0.0311366 | val_loss: 0.0311677 | Time: 2737.23 ms [2021-09-27 18:44:12 main:574] : INFO : Epoch 1920 | loss: 0.0311374 | val_loss: 0.0311659 | Time: 2983.1 ms [2021-09-27 18:44:15 main:574] : INFO : Epoch 1921 | loss: 0.0311364 | val_loss: 0.031164 | Time: 2951.77 ms [2021-09-27 18:44:18 main:574] : INFO : Epoch 1922 | loss: 0.0311372 | val_loss: 0.0311679 | Time: 2856.48 ms [2021-09-27 18:44:21 main:574] : INFO : Epoch 1923 | loss: 0.0311403 | val_loss: 0.0311701 | Time: 2869.81 ms [2021-09-27 18:44:24 main:574] : INFO : Epoch 1924 | loss: 0.0311385 | val_loss: 0.0311705 | Time: 2846.28 ms [2021-09-27 18:44:27 main:574] : INFO : Epoch 1925 | loss: 0.0311365 | val_loss: 0.0311703 | Time: 2934.92 ms [2021-09-27 18:44:30 main:574] : INFO : Epoch 1926 | loss: 0.0311358 | val_loss: 0.0311667 | Time: 2902.06 ms [2021-09-27 18:44:33 main:574] : INFO : Epoch 1927 | loss: 0.0311354 | val_loss: 0.0311665 | Time: 2790.77 ms [2021-09-27 18:44:35 main:574] : INFO : Epoch 1928 | loss: 0.0311365 | val_loss: 0.0311672 | Time: 2772.58 ms [2021-09-27 18:44:38 main:574] : INFO : Epoch 1929 | loss: 0.0311366 | val_loss: 0.031176 | Time: 2764.64 ms [2021-09-27 18:44:41 main:574] : INFO : Epoch 1930 | loss: 0.0311365 | val_loss: 0.0311721 | Time: 2946.14 ms [2021-09-27 18:44:44 main:574] : INFO : Epoch 1931 | loss: 0.0311374 | val_loss: 0.0311694 | Time: 2827.95 ms [2021-09-27 18:44:47 main:574] : INFO : Epoch 1932 | loss: 0.0311355 | val_loss: 0.0311673 | Time: 2954.65 ms [2021-09-27 18:44:50 main:574] : INFO : Epoch 1933 | loss: 0.031135 | val_loss: 0.0311713 | Time: 2806.03 ms [2021-09-27 18:44:53 main:574] : INFO : Epoch 1934 | loss: 0.0311345 | val_loss: 0.0311719 | Time: 2947.24 ms [2021-09-27 18:44:56 main:574] : INFO : Epoch 1935 | loss: 0.031135 | val_loss: 0.0311732 | Time: 2894.4 ms [2021-09-27 18:44:58 main:574] : INFO : Epoch 1936 | loss: 0.0311352 | val_loss: 0.0311762 | Time: 2824.04 ms [2021-09-27 18:45:01 main:574] : INFO : Epoch 1937 | loss: 0.0311334 | val_loss: 0.0311737 | Time: 3074.61 ms [2021-09-27 18:45:04 main:574] : INFO : Epoch 1938 | loss: 0.0311332 | val_loss: 0.0311735 | Time: 2825.53 ms [2021-09-27 18:45:07 main:574] : INFO : Epoch 1939 | loss: 0.0311335 | val_loss: 0.0311749 | Time: 2879.68 ms [2021-09-27 18:45:10 main:574] : INFO : Epoch 1940 | loss: 0.0311349 | val_loss: 0.0311706 | Time: 2915.5 ms [2021-09-27 18:45:13 main:574] : INFO : Epoch 1941 | loss: 0.0311367 | val_loss: 0.0311716 | Time: 2888.87 ms [2021-09-27 18:45:16 main:574] : INFO : Epoch 1942 | loss: 0.0311361 | val_loss: 0.0311647 | Time: 2841.68 ms [2021-09-27 18:45:19 main:574] : INFO : Epoch 1943 | loss: 0.0311349 | val_loss: 0.0311758 | Time: 2790.43 ms [2021-09-27 18:45:22 main:574] : INFO : Epoch 1944 | loss: 0.0311348 | val_loss: 0.0311674 | Time: 2928.41 ms [2021-09-27 18:45:25 main:574] : INFO : Epoch 1945 | loss: 0.0311326 | val_loss: 0.0311674 | Time: 3087.96 ms [2021-09-27 18:45:28 main:574] : INFO : Epoch 1946 | loss: 0.0311332 | val_loss: 0.0311691 | Time: 2901.03 ms [2021-09-27 18:45:30 main:574] : INFO : Epoch 1947 | loss: 0.03113 | val_loss: 0.0311671 | Time: 2836.07 ms [2021-09-27 18:45:33 main:574] : INFO : Epoch 1948 | loss: 0.0311296 | val_loss: 0.0311677 | Time: 2926.91 ms [2021-09-27 18:45:36 main:574] : INFO : Epoch 1949 | loss: 0.0311301 | val_loss: 0.0311709 | Time: 2864.82 ms [2021-09-27 18:45:39 main:574] : INFO : Epoch 1950 | loss: 0.0311313 | val_loss: 0.031173 | Time: 2839.01 ms [2021-09-27 18:45:42 main:574] : INFO : Epoch 1951 | loss: 0.0311321 | val_loss: 0.0311728 | Time: 2880.45 ms [2021-09-27 18:45:45 main:574] : INFO : Epoch 1952 | loss: 0.0311289 | val_loss: 0.0311715 | Time: 2776.36 ms [2021-09-27 18:45:48 main:574] : INFO : Epoch 1953 | loss: 0.0311265 | val_loss: 0.0311699 | Time: 2939.22 ms [2021-09-27 18:45:50 main:574] : INFO : Epoch 1954 | loss: 0.0311276 | val_loss: 0.0311691 | Time: 2739.25 ms [2021-09-27 18:45:53 main:574] : INFO : Epoch 1955 | loss: 0.0311281 | val_loss: 0.0311675 | Time: 2890.41 ms [2021-09-27 18:45:56 main:574] : INFO : Epoch 1956 | loss: 0.0311292 | val_loss: 0.0311659 | Time: 2934.08 ms [2021-09-27 18:45:59 main:574] : INFO : Epoch 1957 | loss: 0.0311318 | val_loss: 0.0311679 | Time: 2784.45 ms [2021-09-27 18:46:02 main:574] : INFO : Epoch 1958 | loss: 0.031129 | val_loss: 0.0311687 | Time: 2877.95 ms [2021-09-27 18:46:05 main:574] : INFO : Epoch 1959 | loss: 0.0311284 | val_loss: 0.0311684 | Time: 2765.74 ms [2021-09-27 18:46:08 main:574] : INFO : Epoch 1960 | loss: 0.0311277 | val_loss: 0.0311672 | Time: 2952.42 ms [2021-09-27 18:46:11 main:574] : INFO : Epoch 1961 | loss: 0.031131 | val_loss: 0.0311678 | Time: 2902.41 ms [2021-09-27 18:46:13 main:574] : INFO : Epoch 1962 | loss: 0.0311315 | val_loss: 0.031167 | Time: 2805.31 ms [2021-09-27 18:46:16 main:574] : INFO : Epoch 1963 | loss: 0.0311369 | val_loss: 0.0311697 | Time: 3008.46 ms [2021-09-27 18:46:19 main:574] : INFO : Epoch 1964 | loss: 0.0311338 | val_loss: 0.0311672 | Time: 2752.47 ms [2021-09-27 18:46:22 main:574] : INFO : Epoch 1965 | loss: 0.0311378 | val_loss: 0.031164 | Time: 2921.02 ms [2021-09-27 18:46:25 main:574] : INFO : Epoch 1966 | loss: 0.0311345 | val_loss: 0.031163 | Time: 2806.1 ms [2021-09-27 18:46:28 main:574] : INFO : Epoch 1967 | loss: 0.031133 | val_loss: 0.0311632 | Time: 2953.19 ms [2021-09-27 18:46:31 main:574] : INFO : Epoch 1968 | loss: 0.0311295 | val_loss: 0.031165 | Time: 2807.03 ms [2021-09-27 18:46:34 main:574] : INFO : Epoch 1969 | loss: 0.0311283 | val_loss: 0.0311638 | Time: 2862.75 ms [2021-09-27 18:46:37 main:574] : INFO : Epoch 1970 | loss: 0.0311278 | val_loss: 0.0311661 | Time: 2979.66 ms [2021-09-27 18:46:39 main:574] : INFO : Epoch 1971 | loss: 0.031129 | val_loss: 0.0311702 | Time: 2853.46 ms [2021-09-27 18:46:42 main:574] : INFO : Epoch 1972 | loss: 0.0311283 | val_loss: 0.0311692 | Time: 2851.39 ms [2021-09-27 18:46:45 main:574] : INFO : Epoch 1973 | loss: 0.0311293 | val_loss: 0.0311728 | Time: 2735.51 ms [2021-09-27 18:46:48 main:574] : INFO : Epoch 1974 | loss: 0.0311303 | val_loss: 0.0311744 | Time: 2897.34 ms [2021-09-27 18:46:51 main:574] : INFO : Epoch 1975 | loss: 0.0311312 | val_loss: 0.0311679 | Time: 2846.17 ms [2021-09-27 18:46:54 main:574] : INFO : Epoch 1976 | loss: 0.0311287 | val_loss: 0.0311724 | Time: 2809.66 ms [2021-09-27 18:46:56 main:574] : INFO : Epoch 1977 | loss: 0.0311299 | val_loss: 0.0311734 | Time: 2848.1 ms [2021-09-27 18:46:59 main:574] : INFO : Epoch 1978 | loss: 0.0311278 | val_loss: 0.0311685 | Time: 2825.74 ms [2021-09-27 18:47:02 main:574] : INFO : Epoch 1979 | loss: 0.0311288 | val_loss: 0.0311728 | Time: 2969.91 ms [2021-09-27 18:47:05 main:574] : INFO : Epoch 1980 | loss: 0.0311301 | val_loss: 0.0311665 | Time: 2824.78 ms [2021-09-27 18:47:08 main:574] : INFO : Epoch 1981 | loss: 0.0311277 | val_loss: 0.0311696 | Time: 2870.55 ms [2021-09-27 18:47:11 main:574] : INFO : Epoch 1982 | loss: 0.0311298 | val_loss: 0.0311638 | Time: 2939.96 ms [2021-09-27 18:47:14 main:574] : INFO : Epoch 1983 | loss: 0.0311296 | val_loss: 0.0311688 | Time: 2851.98 ms [2021-09-27 18:47:17 main:574] : INFO : Epoch 1984 | loss: 0.031129 | val_loss: 0.0311653 | Time: 2979.53 ms [2021-09-27 18:47:20 main:574] : INFO : Epoch 1985 | loss: 0.0311281 | val_loss: 0.0311656 | Time: 2816.17 ms [2021-09-27 18:47:22 main:574] : INFO : Epoch 1986 | loss: 0.031129 | val_loss: 0.031166 | Time: 2875.79 ms [2021-09-27 18:47:25 main:574] : INFO : Epoch 1987 | loss: 0.0311291 | val_loss: 0.0311678 | Time: 2932.24 ms [2021-09-27 18:47:28 main:574] : INFO : Epoch 1988 | loss: 0.0311261 | val_loss: 0.0311687 | Time: 2847.08 ms [2021-09-27 18:47:31 main:574] : INFO : Epoch 1989 | loss: 0.0311255 | val_loss: 0.0311671 | Time: 2849.79 ms [2021-09-27 18:47:34 main:574] : INFO : Epoch 1990 | loss: 0.0311262 | val_loss: 0.0311646 | Time: 2832.89 ms [2021-09-27 18:47:37 main:574] : INFO : Epoch 1991 | loss: 0.031128 | val_loss: 0.0311652 | Time: 2866.93 ms [2021-09-27 18:47:40 main:574] : INFO : Epoch 1992 | loss: 0.0311304 | val_loss: 0.0311702 | Time: 2848.69 ms [2021-09-27 18:47:43 main:574] : INFO : Epoch 1993 | loss: 0.0311301 | val_loss: 0.0311665 | Time: 2939.33 ms [2021-09-27 18:47:45 main:574] : INFO : Epoch 1994 | loss: 0.0311289 | val_loss: 0.0311649 | Time: 2867.95 ms [2021-09-27 18:47:48 main:574] : INFO : Epoch 1995 | loss: 0.0311272 | val_loss: 0.0311638 | Time: 2904.58 ms [2021-09-27 18:47:51 main:574] : INFO : Epoch 1996 | loss: 0.0311256 | val_loss: 0.0311632 | Time: 2840.39 ms [2021-09-27 18:47:54 main:574] : INFO : Epoch 1997 | loss: 0.0311263 | val_loss: 0.0311666 | Time: 2838.73 ms [2021-09-27 18:47:57 main:574] : INFO : Epoch 1998 | loss: 0.0311304 | val_loss: 0.0311697 | Time: 2885.81 ms [2021-09-27 18:48:00 main:574] : INFO : Epoch 1999 | loss: 0.0311299 | val_loss: 0.0311631 | Time: 2808.83 ms [2021-09-27 18:48:03 main:574] : INFO : Epoch 2000 | loss: 0.0311286 | val_loss: 0.0311647 | Time: 2888.16 ms [2021-09-27 18:48:06 main:574] : INFO : Epoch 2001 | loss: 0.0311249 | val_loss: 0.0311645 | Time: 2865.75 ms [2021-09-27 18:48:09 main:574] : INFO : Epoch 2002 | loss: 0.031124 | val_loss: 0.0311653 | Time: 2931.32 ms [2021-09-27 18:48:11 main:574] : INFO : Epoch 2003 | loss: 0.0311235 | val_loss: 0.0311632 | Time: 2849.08 ms [2021-09-27 18:48:14 main:574] : INFO : Epoch 2004 | loss: 0.0311224 | val_loss: 0.0311664 | Time: 2868.72 ms [2021-09-27 18:48:17 main:574] : INFO : Epoch 2005 | loss: 0.0311244 | val_loss: 0.0311726 | Time: 2952.81 ms [2021-09-27 18:48:20 main:574] : INFO : Epoch 2006 | loss: 0.0311269 | val_loss: 0.0311699 | Time: 2851.97 ms [2021-09-27 18:48:23 main:574] : INFO : Epoch 2007 | loss: 0.0311235 | val_loss: 0.0311697 | Time: 3039.93 ms [2021-09-27 18:48:26 main:574] : INFO : Epoch 2008 | loss: 0.0311235 | val_loss: 0.031164 | Time: 3014.99 ms [2021-09-27 18:48:29 main:574] : INFO : Epoch 2009 | loss: 0.0311225 | val_loss: 0.0311688 | Time: 2866.18 ms [2021-09-27 18:48:32 main:574] : INFO : Epoch 2010 | loss: 0.0311204 | val_loss: 0.0311644 | Time: 2800.51 ms [2021-09-27 18:48:35 main:574] : INFO : Epoch 2011 | loss: 0.0311239 | val_loss: 0.0311673 | Time: 2850.84 ms [2021-09-27 18:48:38 main:574] : INFO : Epoch 2012 | loss: 0.0311222 | val_loss: 0.031167 | Time: 2928.86 ms [2021-09-27 18:48:41 main:574] : INFO : Epoch 2013 | loss: 0.031121 | val_loss: 0.0311693 | Time: 2908.89 ms [2021-09-27 18:48:43 main:574] : INFO : Epoch 2014 | loss: 0.0311198 | val_loss: 0.031163 | Time: 2850.59 ms [2021-09-27 18:48:46 main:574] : INFO : Epoch 2015 | loss: 0.0311211 | val_loss: 0.0311629 | Time: 2884.03 ms [2021-09-27 18:48:49 main:574] : INFO : Epoch 2016 | loss: 0.0311195 | val_loss: 0.0311697 | Time: 2847.25 ms [2021-09-27 18:48:52 main:574] : INFO : Epoch 2017 | loss: 0.0311212 | val_loss: 0.031169 | Time: 2786.88 ms [2021-09-27 18:48:55 main:574] : INFO : Epoch 2018 | loss: 0.0311219 | val_loss: 0.0311715 | Time: 2701.58 ms [2021-09-27 18:48:58 main:574] : INFO : Epoch 2019 | loss: 0.0311234 | val_loss: 0.031166 | Time: 2941.96 ms [2021-09-27 18:49:00 main:574] : INFO : Epoch 2020 | loss: 0.031127 | val_loss: 0.0311711 | Time: 2837.72 ms [2021-09-27 18:49:03 main:574] : INFO : Epoch 2021 | loss: 0.0311294 | val_loss: 0.031166 | Time: 3002.12 ms [2021-09-27 18:49:06 main:574] : INFO : Epoch 2022 | loss: 0.031127 | val_loss: 0.0311643 | Time: 2713.44 ms [2021-09-27 18:49:09 main:574] : INFO : Epoch 2023 | loss: 0.0311272 | val_loss: 0.0311704 | Time: 2837.93 ms [2021-09-27 18:49:12 main:574] : INFO : Epoch 2024 | loss: 0.0311291 | val_loss: 0.0311745 | Time: 2830.99 ms [2021-09-27 18:49:15 main:574] : INFO : Epoch 2025 | loss: 0.0311364 | val_loss: 0.0311708 | Time: 2689.2 ms [2021-09-27 18:49:17 main:574] : INFO : Epoch 2026 | loss: 0.0311374 | val_loss: 0.03116 | Time: 2927.95 ms [2021-09-27 18:49:20 main:574] : INFO : Epoch 2027 | loss: 0.0311339 | val_loss: 0.0311693 | Time: 2766.52 ms [2021-09-27 18:49:23 main:574] : INFO : Epoch 2028 | loss: 0.0311354 | val_loss: 0.0311633 | Time: 2794.76 ms [2021-09-27 18:49:26 main:574] : INFO : Epoch 2029 | loss: 0.0311366 | val_loss: 0.0311621 | Time: 2840.2 ms [2021-09-27 18:49:29 main:574] : INFO : Epoch 2030 | loss: 0.0311342 | val_loss: 0.0311602 | Time: 2889.45 ms [2021-09-27 18:49:32 main:574] : INFO : Epoch 2031 | loss: 0.0311308 | val_loss: 0.0311578 | Time: 2881.67 ms [2021-09-27 18:49:34 main:574] : INFO : Epoch 2032 | loss: 0.0311315 | val_loss: 0.0311583 | Time: 2785.97 ms [2021-09-27 18:49:37 main:574] : INFO : Epoch 2033 | loss: 0.0311392 | val_loss: 0.0311627 | Time: 2911.04 ms [2021-09-27 18:49:40 main:574] : INFO : Epoch 2034 | loss: 0.0311451 | val_loss: 0.0311653 | Time: 2789.64 ms [2021-09-27 18:49:43 main:574] : INFO : Epoch 2035 | loss: 0.0311412 | val_loss: 0.0311606 | Time: 2754.36 ms [2021-09-27 18:49:46 main:574] : INFO : Epoch 2036 | loss: 0.0311389 | val_loss: 0.0311629 | Time: 2872.53 ms [2021-09-27 18:49:49 main:574] : INFO : Epoch 2037 | loss: 0.0311397 | val_loss: 0.0311615 | Time: 2789.62 ms [2021-09-27 18:49:51 main:574] : INFO : Epoch 2038 | loss: 0.0311391 | val_loss: 0.0311632 | Time: 2838.5 ms [2021-09-27 18:49:54 main:574] : INFO : Epoch 2039 | loss: 0.031136 | val_loss: 0.0311625 | Time: 2877.02 ms [2021-09-27 18:49:57 main:574] : INFO : Epoch 2040 | loss: 0.0311361 | val_loss: 0.0311603 | Time: 2798.63 ms [2021-09-27 18:50:00 main:574] : INFO : Epoch 2041 | loss: 0.0311331 | val_loss: 0.0311615 | Time: 2903.57 ms [2021-09-27 18:50:03 main:574] : INFO : Epoch 2042 | loss: 0.0311307 | val_loss: 0.0311663 | Time: 2916.38 ms [2021-09-27 18:50:06 main:574] : INFO : Epoch 2043 | loss: 0.0311338 | val_loss: 0.0311678 | Time: 2855.71 ms [2021-09-27 18:50:09 main:574] : INFO : Epoch 2044 | loss: 0.031131 | val_loss: 0.0311582 | Time: 2870.91 ms [2021-09-27 18:50:12 main:574] : INFO : Epoch 2045 | loss: 0.0311291 | val_loss: 0.0311582 | Time: 2777.73 ms [2021-09-27 18:50:14 main:574] : INFO : Epoch 2046 | loss: 0.0311297 | val_loss: 0.0311641 | Time: 2873.51 ms [2021-09-27 18:50:17 main:574] : INFO : Epoch 2047 | loss: 0.0311299 | val_loss: 0.0311605 | Time: 2762.35 ms [2021-09-27 18:50:20 main:574] : INFO : Epoch 2048 | loss: 0.0311296 | val_loss: 0.0311631 | Time: 2982.28 ms [2021-09-27 18:50:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311631 [2021-09-27 18:50:20 main:603] : INFO : Saving end state to config to file [2021-09-27 18:50:20 main:608] : INFO : Success, exiting.. 18:50:20 (5056): 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)