Task 14220456
| Name | ParityModified-1647044493-18148-3-0_0 |
| Workunit | 11279453 |
| Created | 2 Apr 2022, 1:12:29 UTC |
| Sent | 6 Apr 2022, 4:58:16 UTC |
| Report deadline | 14 Apr 2022, 4:58:16 UTC |
| Received | 6 Apr 2022, 8:11:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 39 min 7 sec |
| CPU time | 1 hours 36 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 23:43:21 main:574] : INFO : Epoch 1568 | loss: 0.0312014 | val_loss: 0.031202 | Time: 2771.06 ms [2022-04-05 23:43:23 main:574] : INFO : Epoch 1569 | loss: 0.0312022 | val_loss: 0.0311993 | Time: 2760 ms [2022-04-05 23:43:26 main:574] : INFO : Epoch 1570 | loss: 0.0312011 | val_loss: 0.0311988 | Time: 2781.69 ms [2022-04-05 23:43:29 main:574] : INFO : Epoch 1571 | loss: 0.0312007 | val_loss: 0.0311986 | Time: 2708.87 ms [2022-04-05 23:43:32 main:574] : INFO : Epoch 1572 | loss: 0.0312012 | val_loss: 0.0312022 | Time: 2800.55 ms [2022-04-05 23:43:35 main:574] : INFO : Epoch 1573 | loss: 0.031203 | val_loss: 0.0311989 | Time: 2853.33 ms [2022-04-05 23:43:37 main:574] : INFO : Epoch 1574 | loss: 0.0312006 | val_loss: 0.0311992 | Time: 2729.66 ms [2022-04-05 23:43:40 main:574] : INFO : Epoch 1575 | loss: 0.0312005 | val_loss: 0.0311988 | Time: 2792.53 ms [2022-04-05 23:43:43 main:574] : INFO : Epoch 1576 | loss: 0.0312002 | val_loss: 0.0311996 | Time: 2783.59 ms [2022-04-05 23:43:46 main:574] : INFO : Epoch 1577 | loss: 0.0312004 | val_loss: 0.031199 | Time: 2752.68 ms [2022-04-05 23:43:48 main:574] : INFO : Epoch 1578 | loss: 0.0312005 | val_loss: 0.0311988 | Time: 2720.76 ms [2022-04-05 23:43:51 main:574] : INFO : Epoch 1579 | loss: 0.0312002 | val_loss: 0.0311993 | Time: 2826.35 ms [2022-04-05 23:43:54 main:574] : INFO : Epoch 1580 | loss: 0.0312002 | val_loss: 0.0311995 | Time: 2717.47 ms [2022-04-05 23:43:57 main:574] : INFO : Epoch 1581 | loss: 0.0312001 | val_loss: 0.0311998 | Time: 2745.31 ms [2022-04-05 23:43:59 main:574] : INFO : Epoch 1582 | loss: 0.031201 | val_loss: 0.0312011 | Time: 2683.54 ms [2022-04-05 23:44:02 main:574] : INFO : Epoch 1583 | loss: 0.0311998 | val_loss: 0.0311999 | Time: 2766.3 ms [2022-04-05 23:44:05 main:574] : INFO : Epoch 1584 | loss: 0.0312002 | val_loss: 0.0311994 | Time: 2720.39 ms [2022-04-05 23:44:08 main:574] : INFO : Epoch 1585 | loss: 0.0312 | val_loss: 0.0311995 | Time: 2720.28 ms [2022-04-05 23:44:10 main:574] : INFO : Epoch 1586 | loss: 0.0312014 | val_loss: 0.031206 | Time: 2865.39 ms [2022-04-05 23:44:13 main:574] : INFO : Epoch 1587 | loss: 0.0312012 | val_loss: 0.0311995 | Time: 2765.06 ms [2022-04-05 23:44:16 main:574] : INFO : Epoch 1588 | loss: 0.0312001 | val_loss: 0.0311992 | Time: 2718.42 ms [2022-04-05 23:44:19 main:574] : INFO : Epoch 1589 | loss: 0.0312011 | val_loss: 0.0311994 | Time: 2736.45 ms [2022-04-05 23:44:21 main:574] : INFO : Epoch 1590 | loss: 0.0312005 | val_loss: 0.0311991 | Time: 2723.25 ms [2022-04-05 23:44:24 main:574] : INFO : Epoch 1591 | loss: 0.0312008 | val_loss: 0.0312011 | Time: 2747.48 ms [2022-04-05 23:44:27 main:574] : INFO : Epoch 1592 | loss: 0.031201 | val_loss: 0.0311993 | Time: 2759.82 ms [2022-04-05 23:44:30 main:574] : INFO : Epoch 1593 | loss: 0.0311999 | val_loss: 0.0311996 | Time: 2741.73 ms [2022-04-05 23:44:32 main:574] : INFO : Epoch 1594 | loss: 0.0311999 | val_loss: 0.0311994 | Time: 2740.83 ms [2022-04-05 23:44:35 main:574] : INFO : Epoch 1595 | loss: 0.0312 | val_loss: 0.0312012 | Time: 2746.65 ms [2022-04-05 23:44:38 main:574] : INFO : Epoch 1596 | loss: 0.031201 | val_loss: 0.0311991 | Time: 2770.99 ms [2022-04-05 23:44:41 main:574] : INFO : Epoch 1597 | loss: 0.0312 | val_loss: 0.0311993 | Time: 2735.34 ms [2022-04-05 23:44:43 main:574] : INFO : Epoch 1598 | loss: 0.0312005 | val_loss: 0.0311999 | Time: 2814.36 ms [2022-04-05 23:44:46 main:574] : INFO : Epoch 1599 | loss: 0.0311998 | val_loss: 0.0311992 | Time: 2844.75 ms [2022-04-05 23:44:49 main:574] : INFO : Epoch 1600 | loss: 0.0311998 | val_loss: 0.0312004 | Time: 2752.84 ms [2022-04-05 23:44:52 main:574] : INFO : Epoch 1601 | loss: 0.0312006 | val_loss: 0.0311995 | Time: 2787.3 ms [2022-04-05 23:44:55 main:574] : INFO : Epoch 1602 | loss: 0.0311998 | val_loss: 0.0312006 | Time: 2782.08 ms [2022-04-05 23:44:57 main:574] : INFO : Epoch 1603 | loss: 0.0312002 | val_loss: 0.0311997 | Time: 2718.01 ms [2022-04-05 23:45:00 main:574] : INFO : Epoch 1604 | loss: 0.0312006 | val_loss: 0.0311991 | Time: 2754.87 ms [2022-04-05 23:45:03 main:574] : INFO : Epoch 1605 | loss: 0.0312001 | val_loss: 0.0311994 | Time: 2786 ms [2022-04-05 23:45:06 main:574] : INFO : Epoch 1606 | loss: 0.0312007 | val_loss: 0.0311987 | Time: 2842.94 ms [2022-04-05 23:45:09 main:574] : INFO : Epoch 1607 | loss: 0.0311997 | val_loss: 0.0311986 | Time: 2763.84 ms [2022-04-05 23:45:11 main:574] : INFO : Epoch 1608 | loss: 0.0312002 | val_loss: 0.0312022 | Time: 2748.62 ms [2022-04-05 23:45:14 main:574] : INFO : Epoch 1609 | loss: 0.0311999 | val_loss: 0.0311996 | Time: 2785.07 ms [2022-04-05 23:45:17 main:574] : INFO : Epoch 1610 | loss: 0.0311999 | val_loss: 0.0311997 | Time: 2727.36 ms [2022-04-05 23:45:20 main:574] : INFO : Epoch 1611 | loss: 0.0312017 | val_loss: 0.0312002 | Time: 2752.04 ms [2022-04-05 23:45:22 main:574] : INFO : Epoch 1612 | loss: 0.0312011 | val_loss: 0.0312004 | Time: 2827.21 ms [2022-04-05 23:45:25 main:574] : INFO : Epoch 1613 | loss: 0.0312008 | val_loss: 0.031199 | Time: 2734.26 ms [2022-04-05 23:45:28 main:574] : INFO : Epoch 1614 | loss: 0.0311997 | val_loss: 0.0311987 | Time: 2747.85 ms [2022-04-05 23:45:31 main:574] : INFO : Epoch 1615 | loss: 0.0312 | val_loss: 0.0311987 | Time: 2819.85 ms [2022-04-05 23:45:33 main:574] : INFO : Epoch 1616 | loss: 0.0312009 | val_loss: 0.0312031 | Time: 2770.83 ms [2022-04-05 23:45:36 main:574] : INFO : Epoch 1617 | loss: 0.0312022 | val_loss: 0.0312004 | Time: 2786.56 ms [2022-04-05 23:45:39 main:574] : INFO : Epoch 1618 | loss: 0.0311998 | val_loss: 0.0312015 | Time: 2758.36 ms [2022-04-05 23:45:42 main:574] : INFO : Epoch 1619 | loss: 0.0312032 | val_loss: 0.0312022 | Time: 2734.64 ms [2022-04-05 23:45:44 main:574] : INFO : Epoch 1620 | loss: 0.0312027 | val_loss: 0.0312004 | Time: 2757.06 ms [2022-04-05 23:45:47 main:574] : INFO : Epoch 1621 | loss: 0.0312018 | val_loss: 0.0311987 | Time: 2752.71 ms [2022-04-05 23:45:50 main:574] : INFO : Epoch 1622 | loss: 0.0311988 | val_loss: 0.0311994 | Time: 2788.56 ms [2022-04-05 23:45:53 main:574] : INFO : Epoch 1623 | loss: 0.0311996 | val_loss: 0.0311992 | Time: 2668.55 ms [2022-04-05 23:45:55 main:574] : INFO : Epoch 1624 | loss: 0.0311996 | val_loss: 0.0311988 | Time: 2783.18 ms [2022-04-05 23:45:58 main:574] : INFO : Epoch 1625 | loss: 0.0311993 | val_loss: 0.0311997 | Time: 2761.64 ms [2022-04-05 23:46:01 main:574] : INFO : Epoch 1626 | loss: 0.0311992 | val_loss: 0.0311985 | Time: 2706.96 ms [2022-04-05 23:46:04 main:574] : INFO : Epoch 1627 | loss: 0.0311985 | val_loss: 0.0311985 | Time: 2706.47 ms [2022-04-05 23:46:06 main:574] : INFO : Epoch 1628 | loss: 0.0311985 | val_loss: 0.0311981 | Time: 2726.06 ms [2022-04-05 23:46:09 main:574] : INFO : Epoch 1629 | loss: 0.031199 | val_loss: 0.0311983 | Time: 2719.2 ms [2022-04-05 23:46:12 main:574] : INFO : Epoch 1630 | loss: 0.0311983 | val_loss: 0.031198 | Time: 2732.34 ms [2022-04-05 23:46:15 main:574] : INFO : Epoch 1631 | loss: 0.0311995 | val_loss: 0.031198 | Time: 2722.98 ms [2022-04-05 23:46:17 main:574] : INFO : Epoch 1632 | loss: 0.0311984 | val_loss: 0.031199 | Time: 2676.72 ms [2022-04-05 23:46:20 main:574] : INFO : Epoch 1633 | loss: 0.0311987 | val_loss: 0.0311983 | Time: 2778.33 ms [2022-04-05 23:46:23 main:574] : INFO : Epoch 1634 | loss: 0.0311982 | val_loss: 0.0311994 | Time: 2696.09 ms [2022-04-05 23:46:25 main:574] : INFO : Epoch 1635 | loss: 0.0311999 | val_loss: 0.0312041 | Time: 2761.97 ms [2022-04-05 23:46:28 main:574] : INFO : Epoch 1636 | loss: 0.0312015 | val_loss: 0.0311985 | Time: 2801.87 ms [2022-04-05 23:46:31 main:574] : INFO : Epoch 1637 | loss: 0.0312001 | val_loss: 0.0312006 | Time: 2721.03 ms [2022-04-05 23:46:34 main:574] : INFO : Epoch 1638 | loss: 0.0311985 | val_loss: 0.0311987 | Time: 2717.9 ms [2022-04-05 23:46:36 main:574] : INFO : Epoch 1639 | loss: 0.0311982 | val_loss: 0.0311977 | Time: 2732.13 ms [2022-04-05 23:46:39 main:574] : INFO : Epoch 1640 | loss: 0.0311983 | val_loss: 0.0311991 | Time: 2713.54 ms [2022-04-05 23:46:42 main:574] : INFO : Epoch 1641 | loss: 0.0311998 | val_loss: 0.0311984 | Time: 2796.2 ms [2022-04-05 23:46:45 main:574] : INFO : Epoch 1642 | loss: 0.0311981 | val_loss: 0.0311974 | Time: 2721.96 ms [2022-04-05 23:46:47 main:574] : INFO : Epoch 1643 | loss: 0.0311986 | val_loss: 0.0311999 | Time: 2721.34 ms [2022-04-05 23:46:50 main:574] : INFO : Epoch 1644 | loss: 0.0311988 | val_loss: 0.0311971 | Time: 2777.7 ms [2022-04-05 23:46:53 main:574] : INFO : Epoch 1645 | loss: 0.0311987 | val_loss: 0.031197 | Time: 2786.05 ms [2022-04-05 23:46:56 main:574] : INFO : Epoch 1646 | loss: 0.0311989 | val_loss: 0.0312018 | Time: 2714.91 ms [2022-04-05 23:46:58 main:574] : INFO : Epoch 1647 | loss: 0.0311995 | val_loss: 0.0311973 | Time: 2736.83 ms [2022-04-05 23:47:01 main:574] : INFO : Epoch 1648 | loss: 0.0311983 | val_loss: 0.0311983 | Time: 2746.98 ms [2022-04-05 23:47:04 main:574] : INFO : Epoch 1649 | loss: 0.0312007 | val_loss: 0.0311974 | Time: 2749.93 ms [2022-04-05 23:47:07 main:574] : INFO : Epoch 1650 | loss: 0.0311993 | val_loss: 0.0311981 | Time: 2770.16 ms [2022-04-05 23:47:10 main:574] : INFO : Epoch 1651 | loss: 0.0311988 | val_loss: 0.0311965 | Time: 2764.42 ms [2022-04-05 23:47:12 main:574] : INFO : Epoch 1652 | loss: 0.0311997 | val_loss: 0.0312001 | Time: 2719.19 ms [2022-04-05 23:47:15 main:574] : INFO : Epoch 1653 | loss: 0.0312 | val_loss: 0.0311982 | Time: 2824.02 ms [2022-04-05 23:47:18 main:574] : INFO : Epoch 1654 | loss: 0.0311995 | val_loss: 0.0311964 | Time: 2701.97 ms [2022-04-05 23:47:21 main:574] : INFO : Epoch 1655 | loss: 0.031198 | val_loss: 0.031197 | Time: 2742.1 ms [2022-04-05 23:47:23 main:574] : INFO : Epoch 1656 | loss: 0.0311998 | val_loss: 0.0311981 | Time: 2729.3 ms [2022-04-05 23:47:26 main:574] : INFO : Epoch 1657 | loss: 0.0311985 | val_loss: 0.0311986 | Time: 2757.92 ms [2022-04-05 23:47:29 main:574] : INFO : Epoch 1658 | loss: 0.0311981 | val_loss: 0.031196 | Time: 2698.18 ms [2022-04-05 23:47:31 main:574] : INFO : Epoch 1659 | loss: 0.0311974 | val_loss: 0.0311971 | Time: 2767.64 ms [2022-04-05 23:47:34 main:574] : INFO : Epoch 1660 | loss: 0.0311978 | val_loss: 0.0311962 | Time: 2772.86 ms [2022-04-05 23:47:37 main:574] : INFO : Epoch 1661 | loss: 0.031198 | val_loss: 0.0311974 | Time: 2685.39 ms [2022-04-05 23:47:40 main:574] : INFO : Epoch 1662 | loss: 0.031198 | val_loss: 0.0311959 | Time: 2700.26 ms [2022-04-05 23:47:42 main:574] : INFO : Epoch 1663 | loss: 0.0311973 | val_loss: 0.0311956 | Time: 2770.06 ms [2022-04-05 23:47:45 main:574] : INFO : Epoch 1664 | loss: 0.0311975 | val_loss: 0.0311952 | Time: 2699.29 ms [2022-04-05 23:47:48 main:574] : INFO : Epoch 1665 | loss: 0.0311973 | val_loss: 0.0311941 | Time: 2738.31 ms [2022-04-05 23:47:51 main:574] : INFO : Epoch 1666 | loss: 0.0311965 | val_loss: 0.0311956 | Time: 2771.34 ms [2022-04-05 23:47:53 main:574] : INFO : Epoch 1667 | loss: 0.0311967 | val_loss: 0.0311942 | Time: 2766.04 ms [2022-04-05 23:47:56 main:574] : INFO : Epoch 1668 | loss: 0.0311983 | val_loss: 0.0311932 | Time: 2790.8 ms [2022-04-05 23:47:59 main:574] : INFO : Epoch 1669 | loss: 0.0311966 | val_loss: 0.0311933 | Time: 2892.27 ms [2022-04-05 23:48:02 main:574] : INFO : Epoch 1670 | loss: 0.0311964 | val_loss: 0.0311927 | Time: 2768.86 ms [2022-04-05 23:48:05 main:574] : INFO : Epoch 1671 | loss: 0.0311963 | val_loss: 0.0311927 | Time: 2867.57 ms [2022-04-05 23:48:08 main:574] : INFO : Epoch 1672 | loss: 0.0311959 | val_loss: 0.0311923 | Time: 2795.39 ms [2022-04-05 23:48:10 main:574] : INFO : Epoch 1673 | loss: 0.0311961 | val_loss: 0.0311929 | Time: 2724.35 ms [2022-04-05 23:48:13 main:574] : INFO : Epoch 1674 | loss: 0.0311968 | val_loss: 0.0311924 | Time: 2801.03 ms [2022-04-05 23:48:16 main:574] : INFO : Epoch 1675 | loss: 0.0311962 | val_loss: 0.031193 | Time: 2774.44 ms [2022-04-05 23:48:19 main:574] : INFO : Epoch 1676 | loss: 0.0311966 | val_loss: 0.0311985 | Time: 2690.64 ms [2022-04-05 23:48:21 main:574] : INFO : Epoch 1677 | loss: 0.031197 | val_loss: 0.0311954 | Time: 2743.11 ms [2022-04-05 23:48:24 main:574] : INFO : Epoch 1678 | loss: 0.0311974 | val_loss: 0.0311925 | Time: 2755.97 ms [2022-04-05 23:48:27 main:574] : INFO : Epoch 1679 | loss: 0.031199 | val_loss: 0.0311935 | Time: 2776.61 ms [2022-04-05 23:48:30 main:574] : INFO : Epoch 1680 | loss: 0.0311963 | val_loss: 0.0311921 | Time: 2755.31 ms [2022-04-05 23:48:32 main:574] : INFO : Epoch 1681 | loss: 0.0311954 | val_loss: 0.0311928 | Time: 2817.12 ms [2022-04-05 23:48:35 main:574] : INFO : Epoch 1682 | loss: 0.0311955 | val_loss: 0.0311928 | Time: 2709.73 ms [2022-04-05 23:48:38 main:574] : INFO : Epoch 1683 | loss: 0.0311965 | val_loss: 0.0311923 | Time: 2777.36 ms [2022-04-05 23:48:41 main:574] : INFO : Epoch 1684 | loss: 0.0311955 | val_loss: 0.0311928 | Time: 2742.23 ms [2022-04-05 23:48:43 main:574] : INFO : Epoch 1685 | loss: 0.0311951 | val_loss: 0.0311939 | Time: 2722.27 ms [2022-04-05 23:48:46 main:574] : INFO : Epoch 1686 | loss: 0.0311954 | val_loss: 0.0311929 | Time: 2785.22 ms [2022-04-05 23:48:49 main:574] : INFO : Epoch 1687 | loss: 0.0311959 | val_loss: 0.0311922 | Time: 2754.78 ms [2022-04-05 23:48:52 main:574] : INFO : Epoch 1688 | loss: 0.031195 | val_loss: 0.031197 | Time: 2923.19 ms [2022-04-05 23:48:55 main:574] : INFO : Epoch 1689 | loss: 0.0311958 | val_loss: 0.031193 | Time: 2764.83 ms [2022-04-05 23:48:57 main:574] : INFO : Epoch 1690 | loss: 0.0311976 | val_loss: 0.0311943 | Time: 2735.95 ms [2022-04-05 23:49:00 main:574] : INFO : Epoch 1691 | loss: 0.0311964 | val_loss: 0.0311947 | Time: 2835.8 ms [2022-04-05 23:49:03 main:574] : INFO : Epoch 1692 | loss: 0.031196 | val_loss: 0.0311947 | Time: 2736.44 ms [2022-04-05 23:49:06 main:574] : INFO : Epoch 1693 | loss: 0.0311959 | val_loss: 0.0311977 | Time: 2676.49 ms [2022-04-05 23:49:08 main:574] : INFO : Epoch 1694 | loss: 0.0311972 | val_loss: 0.0311941 | Time: 2725.81 ms [2022-04-05 23:49:11 main:574] : INFO : Epoch 1695 | loss: 0.0311954 | val_loss: 0.0311945 | Time: 2844.75 ms [2022-04-05 23:49:14 main:574] : INFO : Epoch 1696 | loss: 0.0311953 | val_loss: 0.0311937 | Time: 2722.23 ms [2022-04-05 23:49:17 main:574] : INFO : Epoch 1697 | loss: 0.0311953 | val_loss: 0.0311926 | Time: 2835.03 ms [2022-04-05 23:49:20 main:574] : INFO : Epoch 1698 | loss: 0.0311952 | val_loss: 0.031194 | Time: 2821.82 ms [2022-04-05 23:49:22 main:574] : INFO : Epoch 1699 | loss: 0.0311949 | val_loss: 0.0311928 | Time: 2763.04 ms [2022-04-05 23:49:25 main:574] : INFO : Epoch 1700 | loss: 0.0311955 | val_loss: 0.031192 | Time: 2818.85 ms [2022-04-05 23:49:28 main:574] : INFO : Epoch 1701 | loss: 0.0311952 | val_loss: 0.0311939 | Time: 2856.99 ms [2022-04-05 23:49:31 main:574] : INFO : Epoch 1702 | loss: 0.0311961 | val_loss: 0.0311926 | Time: 2701.29 ms [2022-04-05 23:49:34 main:574] : INFO : Epoch 1703 | loss: 0.0311948 | val_loss: 0.0311926 | Time: 2841.85 ms [2022-04-05 23:49:36 main:574] : INFO : Epoch 1704 | loss: 0.0311951 | val_loss: 0.0311923 | Time: 2804.38 ms [2022-04-05 23:49:39 main:574] : INFO : Epoch 1705 | loss: 0.0311947 | val_loss: 0.0311924 | Time: 2722.52 ms [2022-04-05 23:49:42 main:574] : INFO : Epoch 1706 | loss: 0.0311945 | val_loss: 0.0311924 | Time: 2749.8 ms [2022-04-05 23:49:45 main:574] : INFO : Epoch 1707 | loss: 0.0311962 | val_loss: 0.0311957 | Time: 2792.38 ms [2022-04-05 23:49:47 main:574] : INFO : Epoch 1708 | loss: 0.0311945 | val_loss: 0.0311928 | Time: 2755.26 ms [2022-04-05 23:49:50 main:574] : INFO : Epoch 1709 | loss: 0.0311954 | val_loss: 0.0311961 | Time: 2730.03 ms [2022-04-05 23:49:53 main:574] : INFO : Epoch 1710 | loss: 0.031195 | val_loss: 0.0311937 | Time: 2772.21 ms [2022-04-05 23:49:56 main:574] : INFO : Epoch 1711 | loss: 0.0311947 | val_loss: 0.0311925 | Time: 2765.87 ms [2022-04-05 23:49:58 main:574] : INFO : Epoch 1712 | loss: 0.0311948 | val_loss: 0.0311925 | Time: 2747.87 ms [2022-04-05 23:50:01 main:574] : INFO : Epoch 1713 | loss: 0.0311955 | val_loss: 0.0311952 | Time: 2736.62 ms [2022-04-05 23:50:04 main:574] : INFO : Epoch 1714 | loss: 0.0311956 | val_loss: 0.0311919 | Time: 2725.59 ms [2022-04-05 23:50:07 main:574] : INFO : Epoch 1715 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 2727.68 ms [2022-04-05 23:50:09 main:574] : INFO : Epoch 1716 | loss: 0.031196 | val_loss: 0.0311942 | Time: 2762.06 ms [2022-04-05 23:50:12 main:574] : INFO : Epoch 1717 | loss: 0.0311975 | val_loss: 0.0312003 | Time: 2820.74 ms [2022-04-05 23:50:15 main:574] : INFO : Epoch 1718 | loss: 0.031197 | val_loss: 0.0311964 | Time: 2823.47 ms [2022-04-05 23:50:18 main:574] : INFO : Epoch 1719 | loss: 0.0311962 | val_loss: 0.031195 | Time: 2751.19 ms [2022-04-05 23:50:20 main:574] : INFO : Epoch 1720 | loss: 0.0311953 | val_loss: 0.0311947 | Time: 2710.44 ms [2022-04-05 23:50:23 main:574] : INFO : Epoch 1721 | loss: 0.0311951 | val_loss: 0.0311955 | Time: 2717.85 ms [2022-04-05 23:50:26 main:574] : INFO : Epoch 1722 | loss: 0.0311955 | val_loss: 0.0311941 | Time: 2678.29 ms [2022-04-05 23:50:29 main:574] : INFO : Epoch 1723 | loss: 0.0311959 | val_loss: 0.0311935 | Time: 2697.58 ms [2022-04-05 23:50:31 main:574] : INFO : Epoch 1724 | loss: 0.0311949 | val_loss: 0.031193 | Time: 2800.78 ms [2022-04-05 23:50:34 main:574] : INFO : Epoch 1725 | loss: 0.031195 | val_loss: 0.0311967 | Time: 2668.96 ms [2022-04-05 23:50:37 main:574] : INFO : Epoch 1726 | loss: 0.0311947 | val_loss: 0.0311922 | Time: 2760.98 ms [2022-04-05 23:50:40 main:574] : INFO : Epoch 1727 | loss: 0.0311948 | val_loss: 0.0311921 | Time: 2725.12 ms [2022-04-05 23:50:42 main:574] : INFO : Epoch 1728 | loss: 0.0311945 | val_loss: 0.0311923 | Time: 2823.53 ms [2022-04-05 23:50:45 main:574] : INFO : Epoch 1729 | loss: 0.0311947 | val_loss: 0.0311945 | Time: 2774.43 ms [2022-04-05 23:50:48 main:574] : INFO : Epoch 1730 | loss: 0.0311956 | val_loss: 0.0311922 | Time: 2815.79 ms [2022-04-05 23:50:51 main:574] : INFO : Epoch 1731 | loss: 0.0311956 | val_loss: 0.0311941 | Time: 2710.98 ms [2022-04-05 23:50:53 main:574] : INFO : Epoch 1732 | loss: 0.0311963 | val_loss: 0.0311982 | Time: 2758.49 ms [2022-04-05 23:50:56 main:574] : INFO : Epoch 1733 | loss: 0.0311966 | val_loss: 0.0311936 | Time: 2746.92 ms [2022-04-05 23:50:59 main:574] : INFO : Epoch 1734 | loss: 0.031197 | val_loss: 0.0311947 | Time: 2715.23 ms [2022-04-05 23:51:02 main:574] : INFO : Epoch 1735 | loss: 0.0311951 | val_loss: 0.0311918 | Time: 2816.62 ms [2022-04-05 23:51:04 main:574] : INFO : Epoch 1736 | loss: 0.0311946 | val_loss: 0.0311925 | Time: 2723.86 ms [2022-04-05 23:51:07 main:574] : INFO : Epoch 1737 | loss: 0.0311953 | val_loss: 0.0311916 | Time: 2718.9 ms [2022-04-05 23:51:10 main:574] : INFO : Epoch 1738 | loss: 0.0311957 | val_loss: 0.0311966 | Time: 2832.78 ms [2022-04-05 23:51:13 main:574] : INFO : Epoch 1739 | loss: 0.0311967 | val_loss: 0.0311939 | Time: 2819.42 ms [2022-04-05 23:51:16 main:574] : INFO : Epoch 1740 | loss: 0.0311941 | val_loss: 0.0311914 | Time: 2743.42 ms [2022-04-05 23:51:18 main:574] : INFO : Epoch 1741 | loss: 0.0311941 | val_loss: 0.0311911 | Time: 2687.34 ms [2022-04-05 23:51:21 main:574] : INFO : Epoch 1742 | loss: 0.0311949 | val_loss: 0.0311915 | Time: 2701.49 ms [2022-04-05 23:51:24 main:574] : INFO : Epoch 1743 | loss: 0.0311944 | val_loss: 0.0311926 | Time: 2712.81 ms [2022-04-05 23:51:26 main:574] : INFO : Epoch 1744 | loss: 0.0311947 | val_loss: 0.0311915 | Time: 2719.73 ms [2022-04-05 23:51:29 main:574] : INFO : Epoch 1745 | loss: 0.0311945 | val_loss: 0.0311949 | Time: 2738.03 ms [2022-04-05 23:51:32 main:574] : INFO : Epoch 1746 | loss: 0.0311959 | val_loss: 0.0311919 | Time: 2780.92 ms [2022-04-05 23:51:35 main:574] : INFO : Epoch 1747 | loss: 0.0311958 | val_loss: 0.031192 | Time: 2747.4 ms [2022-04-05 23:51:37 main:574] : INFO : Epoch 1748 | loss: 0.0311939 | val_loss: 0.0311946 | Time: 2726.11 ms [2022-04-05 23:51:40 main:574] : INFO : Epoch 1749 | loss: 0.0311946 | val_loss: 0.0311924 | Time: 2745.88 ms [2022-04-05 23:51:43 main:574] : INFO : Epoch 1750 | loss: 0.031194 | val_loss: 0.0311919 | Time: 2734.87 ms [2022-04-05 23:51:46 main:574] : INFO : Epoch 1751 | loss: 0.0311939 | val_loss: 0.0311921 | Time: 2695.2 ms [2022-04-05 23:51:48 main:574] : INFO : Epoch 1752 | loss: 0.0311943 | val_loss: 0.031191 | Time: 2726.19 ms [2022-04-05 23:51:51 main:574] : INFO : Epoch 1753 | loss: 0.0311942 | val_loss: 0.0311923 | Time: 2774.96 ms [2022-04-05 23:51:54 main:574] : INFO : Epoch 1754 | loss: 0.0311961 | val_loss: 0.0311916 | Time: 2720.54 ms [2022-04-05 23:51:57 main:574] : INFO : Epoch 1755 | loss: 0.0311957 | val_loss: 0.0311972 | Time: 2820.13 ms [2022-04-05 23:51:59 main:574] : INFO : Epoch 1756 | loss: 0.0311966 | val_loss: 0.0311973 | Time: 2822.28 ms [2022-04-05 23:52:02 main:574] : INFO : Epoch 1757 | loss: 0.0311948 | val_loss: 0.0311923 | Time: 2800.81 ms [2022-04-05 23:52:05 main:574] : INFO : Epoch 1758 | loss: 0.0311946 | val_loss: 0.0311916 | Time: 2749.25 ms [2022-04-05 23:52:08 main:574] : INFO : Epoch 1759 | loss: 0.0311963 | val_loss: 0.0311915 | Time: 2709.01 ms [2022-04-05 23:52:10 main:574] : INFO : Epoch 1760 | loss: 0.0311962 | val_loss: 0.0311945 | Time: 2752.6 ms [2022-04-05 23:52:13 main:574] : INFO : Epoch 1761 | loss: 0.0311971 | val_loss: 0.0311915 | Time: 2833.54 ms [2022-04-05 23:52:16 main:574] : INFO : Epoch 1762 | loss: 0.031197 | val_loss: 0.0311918 | Time: 2825.48 ms [2022-04-05 23:52:19 main:574] : INFO : Epoch 1763 | loss: 0.0311971 | val_loss: 0.0311948 | Time: 2722.56 ms [2022-04-05 23:52:22 main:574] : INFO : Epoch 1764 | loss: 0.0311964 | val_loss: 0.0311922 | Time: 2781.29 ms [2022-04-05 23:52:24 main:574] : INFO : Epoch 1765 | loss: 0.0311936 | val_loss: 0.0311924 | Time: 2786.68 ms [2022-04-05 23:52:27 main:574] : INFO : Epoch 1766 | loss: 0.0311938 | val_loss: 0.0311931 | Time: 2746.01 ms [2022-04-05 23:52:30 main:574] : INFO : Epoch 1767 | loss: 0.0311935 | val_loss: 0.0311911 | Time: 2788.34 ms [2022-04-05 23:52:33 main:574] : INFO : Epoch 1768 | loss: 0.0311937 | val_loss: 0.0311908 | Time: 2762.26 ms [2022-04-05 23:52:35 main:574] : INFO : Epoch 1769 | loss: 0.0311942 | val_loss: 0.0311935 | Time: 2736.06 ms [2022-04-05 23:52:38 main:574] : INFO : Epoch 1770 | loss: 0.0311942 | val_loss: 0.0311911 | Time: 2723.49 ms [2022-04-05 23:52:41 main:574] : INFO : Epoch 1771 | loss: 0.0311944 | val_loss: 0.0311911 | Time: 2771.07 ms [2022-04-05 23:52:44 main:574] : INFO : Epoch 1772 | loss: 0.0311942 | val_loss: 0.031191 | Time: 2681.58 ms [2022-04-05 23:52:46 main:574] : INFO : Epoch 1773 | loss: 0.0311931 | val_loss: 0.0311916 | Time: 2708.2 ms [2022-04-05 23:52:49 main:574] : INFO : Epoch 1774 | loss: 0.0311936 | val_loss: 0.0311913 | Time: 2764.5 ms [2022-04-05 23:52:52 main:574] : INFO : Epoch 1775 | loss: 0.0311943 | val_loss: 0.0311952 | Time: 2759.35 ms [2022-04-05 23:52:55 main:574] : INFO : Epoch 1776 | loss: 0.0311943 | val_loss: 0.0311918 | Time: 2781.61 ms [2022-04-05 23:52:57 main:574] : INFO : Epoch 1777 | loss: 0.031193 | val_loss: 0.0311922 | Time: 2740.7 ms [2022-04-05 23:53:00 main:574] : INFO : Epoch 1778 | loss: 0.0311947 | val_loss: 0.0311916 | Time: 2731.15 ms [2022-04-05 23:53:03 main:574] : INFO : Epoch 1779 | loss: 0.0311945 | val_loss: 0.0311912 | Time: 2683.09 ms [2022-04-05 23:53:06 main:574] : INFO : Epoch 1780 | loss: 0.031196 | val_loss: 0.0311965 | Time: 2713.51 ms [2022-04-05 23:53:08 main:574] : INFO : Epoch 1781 | loss: 0.0311984 | val_loss: 0.0312028 | Time: 2792.4 ms [2022-04-05 23:53:11 main:574] : INFO : Epoch 1782 | loss: 0.0311953 | val_loss: 0.0311917 | Time: 2758.37 ms [2022-04-05 23:53:14 main:574] : INFO : Epoch 1783 | loss: 0.0311935 | val_loss: 0.0311907 | Time: 2716.43 ms [2022-04-05 23:53:17 main:574] : INFO : Epoch 1784 | loss: 0.0311935 | val_loss: 0.0311914 | Time: 2802.6 ms [2022-04-05 23:53:19 main:574] : INFO : Epoch 1785 | loss: 0.0311937 | val_loss: 0.0311966 | Time: 2734.52 ms [2022-04-05 23:53:22 main:574] : INFO : Epoch 1786 | loss: 0.0311964 | val_loss: 0.0311908 | Time: 2729.18 ms [2022-04-05 23:53:25 main:574] : INFO : Epoch 1787 | loss: 0.0311956 | val_loss: 0.0311907 | Time: 2745.11 ms [2022-04-05 23:53:28 main:574] : INFO : Epoch 1788 | loss: 0.0311944 | val_loss: 0.0311919 | Time: 2784.67 ms [2022-04-05 23:53:30 main:574] : INFO : Epoch 1789 | loss: 0.0311945 | val_loss: 0.0311939 | Time: 2725.5 ms [2022-04-05 23:53:33 main:574] : INFO : Epoch 1790 | loss: 0.0311946 | val_loss: 0.0311955 | Time: 2789.92 ms [2022-04-05 23:53:36 main:574] : INFO : Epoch 1791 | loss: 0.031195 | val_loss: 0.0311944 | Time: 2764.55 ms [2022-04-05 23:53:39 main:574] : INFO : Epoch 1792 | loss: 0.0311944 | val_loss: 0.031194 | Time: 2734.81 ms [2022-04-05 23:53:41 main:574] : INFO : Epoch 1793 | loss: 0.0311945 | val_loss: 0.0311923 | Time: 2796.61 ms [2022-04-05 23:53:44 main:574] : INFO : Epoch 1794 | loss: 0.0311932 | val_loss: 0.0311946 | Time: 2741.18 ms [2022-04-05 23:53:47 main:574] : INFO : Epoch 1795 | loss: 0.0311937 | val_loss: 0.0311919 | Time: 2815.11 ms [2022-04-05 23:53:50 main:574] : INFO : Epoch 1796 | loss: 0.0311936 | val_loss: 0.0311906 | Time: 2768.45 ms [2022-04-05 23:53:53 main:574] : INFO : Epoch 1797 | loss: 0.0311928 | val_loss: 0.0311906 | Time: 2737.62 ms [2022-04-05 23:53:55 main:574] : INFO : Epoch 1798 | loss: 0.0311927 | val_loss: 0.0311912 | Time: 2763.66 ms [2022-04-05 23:53:58 main:574] : INFO : Epoch 1799 | loss: 0.0311925 | val_loss: 0.0311911 | Time: 2789.41 ms [2022-04-05 23:54:01 main:574] : INFO : Epoch 1800 | loss: 0.031193 | val_loss: 0.0311911 | Time: 2733.86 ms [2022-04-05 23:54:04 main:574] : INFO : Epoch 1801 | loss: 0.0311931 | val_loss: 0.0311907 | Time: 2726.54 ms [2022-04-05 23:54:06 main:574] : INFO : Epoch 1802 | loss: 0.0311931 | val_loss: 0.0311906 | Time: 2774.02 ms [2022-04-05 23:54:09 main:574] : INFO : Epoch 1803 | loss: 0.0311924 | val_loss: 0.0311904 | Time: 2727.33 ms [2022-04-05 23:54:12 main:574] : INFO : Epoch 1804 | loss: 0.0311925 | val_loss: 0.0311939 | Time: 2770.03 ms [2022-04-05 23:54:15 main:574] : INFO : Epoch 1805 | loss: 0.0311933 | val_loss: 0.0311931 | Time: 2773.51 ms [2022-04-05 23:54:17 main:574] : INFO : Epoch 1806 | loss: 0.0311931 | val_loss: 0.031191 | Time: 2784.32 ms [2022-04-05 23:54:20 main:574] : INFO : Epoch 1807 | loss: 0.0311928 | val_loss: 0.031191 | Time: 2903.54 ms [2022-04-05 23:54:23 main:574] : INFO : Epoch 1808 | loss: 0.0311932 | val_loss: 0.031194 | Time: 2784.86 ms [2022-04-05 23:54:26 main:574] : INFO : Epoch 1809 | loss: 0.0311932 | val_loss: 0.0311908 | Time: 2733.62 ms [2022-04-05 23:54:29 main:574] : INFO : Epoch 1810 | loss: 0.0311947 | val_loss: 0.0312025 | Time: 2748.7 ms [2022-04-05 23:54:31 main:574] : INFO : Epoch 1811 | loss: 0.0311979 | val_loss: 0.0311936 | Time: 2711.65 ms [2022-04-05 23:54:34 main:574] : INFO : Epoch 1812 | loss: 0.0311934 | val_loss: 0.0311917 | Time: 2742.42 ms [2022-04-05 23:54:37 main:574] : INFO : Epoch 1813 | loss: 0.0311933 | val_loss: 0.0311919 | Time: 2792.59 ms [2022-04-05 23:54:40 main:574] : INFO : Epoch 1814 | loss: 0.0311931 | val_loss: 0.0311909 | Time: 2757.89 ms [2022-04-05 23:54:43 main:574] : INFO : Epoch 1815 | loss: 0.0311934 | val_loss: 0.0311911 | Time: 2934.37 ms [2022-04-05 23:54:45 main:574] : INFO : Epoch 1816 | loss: 0.0311925 | val_loss: 0.0311911 | Time: 2716.63 ms [2022-04-05 23:54:48 main:574] : INFO : Epoch 1817 | loss: 0.0311927 | val_loss: 0.0311912 | Time: 2755.77 ms [2022-04-05 23:54:51 main:574] : INFO : Epoch 1818 | loss: 0.0311934 | val_loss: 0.0311911 | Time: 2736.85 ms [2022-04-05 23:54:54 main:574] : INFO : Epoch 1819 | loss: 0.0311943 | val_loss: 0.031194 | Time: 2857.88 ms [2022-04-05 23:54:56 main:574] : INFO : Epoch 1820 | loss: 0.0311944 | val_loss: 0.0311928 | Time: 2787.67 ms [2022-04-05 23:54:59 main:574] : INFO : Epoch 1821 | loss: 0.0311947 | val_loss: 0.0311954 | Time: 2715.66 ms [2022-04-05 23:55:02 main:574] : INFO : Epoch 1822 | loss: 0.0311938 | val_loss: 0.0311907 | Time: 2803.4 ms [2022-04-05 23:55:05 main:574] : INFO : Epoch 1823 | loss: 0.0311931 | val_loss: 0.0311959 | Time: 2810.66 ms [2022-04-05 23:55:07 main:574] : INFO : Epoch 1824 | loss: 0.0311939 | val_loss: 0.0311911 | Time: 2720.93 ms [2022-04-05 23:55:10 main:574] : INFO : Epoch 1825 | loss: 0.0311929 | val_loss: 0.0311923 | Time: 2775.76 ms [2022-04-05 23:55:13 main:574] : INFO : Epoch 1826 | loss: 0.0311935 | val_loss: 0.0311939 | Time: 2771.27 ms [2022-04-05 23:55:16 main:574] : INFO : Epoch 1827 | loss: 0.0311944 | val_loss: 0.031192 | Time: 2739.7 ms [2022-04-05 23:55:19 main:574] : INFO : Epoch 1828 | loss: 0.0311946 | val_loss: 0.0311903 | Time: 2808.89 ms [2022-04-05 23:55:21 main:574] : INFO : Epoch 1829 | loss: 0.0311954 | val_loss: 0.0311948 | Time: 2802.86 ms [2022-04-05 23:55:24 main:574] : INFO : Epoch 1830 | loss: 0.031194 | val_loss: 0.031192 | Time: 2719.07 ms [2022-04-05 23:55:27 main:574] : INFO : Epoch 1831 | loss: 0.0311931 | val_loss: 0.0311905 | Time: 2732.32 ms [2022-04-05 23:55:30 main:574] : INFO : Epoch 1832 | loss: 0.0311924 | val_loss: 0.0311919 | Time: 2862.97 ms [2022-04-05 23:55:32 main:574] : INFO : Epoch 1833 | loss: 0.0311955 | val_loss: 0.0311935 | Time: 2774.92 ms [2022-04-05 23:55:35 main:574] : INFO : Epoch 1834 | loss: 0.0311931 | val_loss: 0.0311941 | Time: 2736.01 ms [2022-04-05 23:55:38 main:574] : INFO : Epoch 1835 | loss: 0.0311933 | val_loss: 0.0311913 | Time: 2759.61 ms [2022-04-05 23:55:41 main:574] : INFO : Epoch 1836 | loss: 0.0311925 | val_loss: 0.0311919 | Time: 2763.66 ms [2022-04-05 23:55:43 main:574] : INFO : Epoch 1837 | loss: 0.0311937 | val_loss: 0.0311901 | Time: 2711.64 ms [2022-04-05 23:55:46 main:574] : INFO : Epoch 1838 | loss: 0.031192 | val_loss: 0.0311901 | Time: 2710.73 ms [2022-04-05 23:55:49 main:574] : INFO : Epoch 1839 | loss: 0.0311938 | val_loss: 0.0311989 | Time: 2763.08 ms [2022-04-05 23:55:52 main:574] : INFO : Epoch 1840 | loss: 0.0311946 | val_loss: 0.0311913 | Time: 2784.77 ms [2022-04-05 23:55:55 main:574] : INFO : Epoch 1841 | loss: 0.0311926 | val_loss: 0.031193 | Time: 2822.09 ms [2022-04-05 23:55:57 main:574] : INFO : Epoch 1842 | loss: 0.0311929 | val_loss: 0.0311903 | Time: 2745.46 ms [2022-04-05 23:56:00 main:574] : INFO : Epoch 1843 | loss: 0.0311922 | val_loss: 0.0311917 | Time: 2737.22 ms [2022-04-05 23:56:03 main:574] : INFO : Epoch 1844 | loss: 0.031193 | val_loss: 0.031192 | Time: 2838.42 ms [2022-04-05 23:56:06 main:574] : INFO : Epoch 1845 | loss: 0.0311926 | val_loss: 0.0311904 | Time: 2710.33 ms [2022-04-05 23:56:08 main:574] : INFO : Epoch 1846 | loss: 0.0311938 | val_loss: 0.0311903 | Time: 2767.97 ms [2022-04-05 23:56:11 main:574] : INFO : Epoch 1847 | loss: 0.0311926 | val_loss: 0.0311926 | Time: 2748.05 ms [2022-04-05 23:56:14 main:574] : INFO : Epoch 1848 | loss: 0.0311941 | val_loss: 0.0311931 | Time: 2714.56 ms [2022-04-05 23:56:17 main:574] : INFO : Epoch 1849 | loss: 0.0311923 | val_loss: 0.0311921 | Time: 2769.43 ms [2022-04-05 23:56:19 main:574] : INFO : Epoch 1850 | loss: 0.031194 | val_loss: 0.0311921 | Time: 2787.56 ms [2022-04-05 23:56:22 main:574] : INFO : Epoch 1851 | loss: 0.0311916 | val_loss: 0.0311925 | Time: 2776.9 ms [2022-04-05 23:56:25 main:574] : INFO : Epoch 1852 | loss: 0.0311913 | val_loss: 0.0311903 | Time: 2708.2 ms [2022-04-05 23:56:28 main:574] : INFO : Epoch 1853 | loss: 0.0311914 | val_loss: 0.0311909 | Time: 2770.33 ms [2022-04-05 23:56:30 main:574] : INFO : Epoch 1854 | loss: 0.0311929 | val_loss: 0.0311985 | Time: 2717.28 ms [2022-04-05 23:56:33 main:574] : INFO : Epoch 1855 | loss: 0.0311939 | val_loss: 0.0311907 | Time: 2786.28 ms [2022-04-05 23:56:36 main:574] : INFO : Epoch 1856 | loss: 0.0311914 | val_loss: 0.031191 | Time: 2819.11 ms [2022-04-05 23:56:39 main:574] : INFO : Epoch 1857 | loss: 0.0311908 | val_loss: 0.0311931 | Time: 2719.28 ms [2022-04-05 23:56:41 main:574] : INFO : Epoch 1858 | loss: 0.0311918 | val_loss: 0.0311908 | Time: 2802.09 ms [2022-04-05 23:56:44 main:574] : INFO : Epoch 1859 | loss: 0.0311912 | val_loss: 0.0311917 | Time: 2892.95 ms [2022-04-05 23:56:47 main:574] : INFO : Epoch 1860 | loss: 0.0311936 | val_loss: 0.0311913 | Time: 2781.16 ms [2022-04-05 23:56:50 main:574] : INFO : Epoch 1861 | loss: 0.031194 | val_loss: 0.0311944 | Time: 2805.93 ms [2022-04-05 23:56:53 main:574] : INFO : Epoch 1862 | loss: 0.0311931 | val_loss: 0.0311917 | Time: 2737.86 ms [2022-04-05 23:56:55 main:574] : INFO : Epoch 1863 | loss: 0.0311911 | val_loss: 0.0311906 | Time: 2713.12 ms [2022-04-05 23:56:58 main:574] : INFO : Epoch 1864 | loss: 0.0311906 | val_loss: 0.0311925 | Time: 2727.49 ms [2022-04-05 23:57:01 main:574] : INFO : Epoch 1865 | loss: 0.0311915 | val_loss: 0.0311915 | Time: 2726.9 ms [2022-04-05 23:57:04 main:574] : INFO : Epoch 1866 | loss: 0.0311929 | val_loss: 0.0311905 | Time: 2723.02 ms [2022-04-05 23:57:06 main:574] : INFO : Epoch 1867 | loss: 0.0311917 | val_loss: 0.0311899 | Time: 2888.78 ms [2022-04-05 23:57:09 main:574] : INFO : Epoch 1868 | loss: 0.0311915 | val_loss: 0.0311914 | Time: 2744.57 ms [2022-04-05 23:57:12 main:574] : INFO : Epoch 1869 | loss: 0.0311922 | val_loss: 0.03119 | Time: 2815.54 ms [2022-04-05 23:57:15 main:574] : INFO : Epoch 1870 | loss: 0.0311912 | val_loss: 0.0311908 | Time: 2833.88 ms [2022-04-05 23:57:18 main:574] : INFO : Epoch 1871 | loss: 0.0311935 | val_loss: 0.0311967 | Time: 2697.96 ms [2022-04-05 23:57:20 main:574] : INFO : Epoch 1872 | loss: 0.0311931 | val_loss: 0.0311915 | Time: 2858.8 ms [2022-04-05 23:57:23 main:574] : INFO : Epoch 1873 | loss: 0.0311923 | val_loss: 0.0311906 | Time: 2726.48 ms [2022-04-05 23:57:26 main:574] : INFO : Epoch 1874 | loss: 0.0311913 | val_loss: 0.0311913 | Time: 2770.48 ms [2022-04-05 23:57:29 main:574] : INFO : Epoch 1875 | loss: 0.0311909 | val_loss: 0.0311895 | Time: 2784.93 ms [2022-04-05 23:57:31 main:574] : INFO : Epoch 1876 | loss: 0.0311912 | val_loss: 0.0311924 | Time: 2751.78 ms [2022-04-05 23:57:34 main:574] : INFO : Epoch 1877 | loss: 0.0311905 | val_loss: 0.0311915 | Time: 2755.87 ms [2022-04-05 23:57:37 main:574] : INFO : Epoch 1878 | loss: 0.031191 | val_loss: 0.0311889 | Time: 2667.48 ms [2022-04-05 23:57:40 main:574] : INFO : Epoch 1879 | loss: 0.0311914 | val_loss: 0.0311903 | Time: 2759.4 ms [2022-04-05 23:57:42 main:574] : INFO : Epoch 1880 | loss: 0.0311909 | val_loss: 0.0311901 | Time: 2809.19 ms [2022-04-05 23:57:45 main:574] : INFO : Epoch 1881 | loss: 0.03119 | val_loss: 0.0311897 | Time: 2778.89 ms [2022-04-05 23:57:48 main:574] : INFO : Epoch 1882 | loss: 0.0311907 | val_loss: 0.0311896 | Time: 2790.79 ms [2022-04-05 23:57:51 main:574] : INFO : Epoch 1883 | loss: 0.0311905 | val_loss: 0.0311892 | Time: 2735.26 ms [2022-04-05 23:57:54 main:574] : INFO : Epoch 1884 | loss: 0.0311908 | val_loss: 0.0311922 | Time: 2823.02 ms [2022-04-05 23:57:56 main:574] : INFO : Epoch 1885 | loss: 0.0311909 | val_loss: 0.0311899 | Time: 2827.39 ms [2022-04-05 23:57:59 main:574] : INFO : Epoch 1886 | loss: 0.0311904 | val_loss: 0.0311918 | Time: 2773.42 ms [2022-04-05 23:58:02 main:574] : INFO : Epoch 1887 | loss: 0.0311938 | val_loss: 0.0311902 | Time: 2751.13 ms [2022-04-05 23:58:05 main:574] : INFO : Epoch 1888 | loss: 0.0311951 | val_loss: 0.0311945 | Time: 2805.01 ms [2022-04-05 23:58:07 main:574] : INFO : Epoch 1889 | loss: 0.0311914 | val_loss: 0.0311922 | Time: 2696.26 ms [2022-04-05 23:58:10 main:574] : INFO : Epoch 1890 | loss: 0.0311977 | val_loss: 0.0311952 | Time: 2766.68 ms [2022-04-05 23:58:13 main:574] : INFO : Epoch 1891 | loss: 0.0311947 | val_loss: 0.0311917 | Time: 2757.58 ms [2022-04-05 23:58:16 main:574] : INFO : Epoch 1892 | loss: 0.0311936 | val_loss: 0.0311953 | Time: 2731.46 ms [2022-04-05 23:58:19 main:574] : INFO : Epoch 1893 | loss: 0.0311961 | val_loss: 0.0311931 | Time: 2839.25 ms [2022-04-05 23:58:21 main:574] : INFO : Epoch 1894 | loss: 0.0311942 | val_loss: 0.0311923 | Time: 2797.46 ms [2022-04-05 23:58:24 main:574] : INFO : Epoch 1895 | loss: 0.0311957 | val_loss: 0.0311927 | Time: 2726.7 ms [2022-04-05 23:58:27 main:574] : INFO : Epoch 1896 | loss: 0.031195 | val_loss: 0.031192 | Time: 2779.64 ms [2022-04-05 23:58:30 main:574] : INFO : Epoch 1897 | loss: 0.0311929 | val_loss: 0.031191 | Time: 2767.28 ms [2022-04-05 23:58:33 main:574] : INFO : Epoch 1898 | loss: 0.0311914 | val_loss: 0.03119 | Time: 2843.25 ms [2022-04-05 23:58:35 main:574] : INFO : Epoch 1899 | loss: 0.0311917 | val_loss: 0.031192 | Time: 2748.38 ms [2022-04-05 23:58:38 main:574] : INFO : Epoch 1900 | loss: 0.0311937 | val_loss: 0.0311908 | Time: 2744.97 ms [2022-04-05 23:58:41 main:574] : INFO : Epoch 1901 | loss: 0.0311918 | val_loss: 0.0311914 | Time: 2742.6 ms [2022-04-05 23:58:44 main:574] : INFO : Epoch 1902 | loss: 0.0311915 | val_loss: 0.0311945 | Time: 2854.59 ms [2022-04-05 23:58:46 main:574] : INFO : Epoch 1903 | loss: 0.0311924 | val_loss: 0.0311882 | Time: 2802.2 ms [2022-04-05 23:58:49 main:574] : INFO : Epoch 1904 | loss: 0.0311904 | val_loss: 0.0311894 | Time: 2775.98 ms [2022-04-05 23:58:52 main:574] : INFO : Epoch 1905 | loss: 0.0311902 | val_loss: 0.031188 | Time: 2818.15 ms [2022-04-05 23:58:55 main:574] : INFO : Epoch 1906 | loss: 0.0311905 | val_loss: 0.0311899 | Time: 2782.28 ms [2022-04-05 23:58:58 main:574] : INFO : Epoch 1907 | loss: 0.0311914 | val_loss: 0.0311871 | Time: 2752.28 ms [2022-04-05 23:59:00 main:574] : INFO : Epoch 1908 | loss: 0.0311915 | val_loss: 0.0311898 | Time: 2788.97 ms [2022-04-05 23:59:03 main:574] : INFO : Epoch 1909 | loss: 0.0311908 | val_loss: 0.0311874 | Time: 2815.91 ms [2022-04-05 23:59:06 main:574] : INFO : Epoch 1910 | loss: 0.0311912 | val_loss: 0.0311879 | Time: 2777.3 ms [2022-04-05 23:59:09 main:574] : INFO : Epoch 1911 | loss: 0.0311926 | val_loss: 0.0312005 | Time: 2757.37 ms [2022-04-05 23:59:12 main:574] : INFO : Epoch 1912 | loss: 0.0311937 | val_loss: 0.0311917 | Time: 2791.34 ms [2022-04-05 23:59:14 main:574] : INFO : Epoch 1913 | loss: 0.0311905 | val_loss: 0.0311866 | Time: 2808.74 ms [2022-04-05 23:59:17 main:574] : INFO : Epoch 1914 | loss: 0.0311895 | val_loss: 0.031187 | Time: 2830.74 ms [2022-04-05 23:59:20 main:574] : INFO : Epoch 1915 | loss: 0.031189 | val_loss: 0.0311904 | Time: 2815.21 ms [2022-04-05 23:59:23 main:574] : INFO : Epoch 1916 | loss: 0.031191 | val_loss: 0.0311895 | Time: 2701.74 ms [2022-04-05 23:59:25 main:574] : INFO : Epoch 1917 | loss: 0.0311897 | val_loss: 0.0311873 | Time: 2749.4 ms [2022-04-05 23:59:28 main:574] : INFO : Epoch 1918 | loss: 0.0311905 | val_loss: 0.0311867 | Time: 2728.95 ms [2022-04-05 23:59:31 main:574] : INFO : Epoch 1919 | loss: 0.03119 | val_loss: 0.0311892 | Time: 2833.16 ms [2022-04-05 23:59:34 main:574] : INFO : Epoch 1920 | loss: 0.0311894 | val_loss: 0.0311863 | Time: 2799.71 ms [2022-04-05 23:59:37 main:574] : INFO : Epoch 1921 | loss: 0.0311903 | val_loss: 0.0311874 | Time: 2801.98 ms [2022-04-05 23:59:39 main:574] : INFO : Epoch 1922 | loss: 0.0311888 | val_loss: 0.0311864 | Time: 2739.26 ms [2022-04-05 23:59:42 main:574] : INFO : Epoch 1923 | loss: 0.0311891 | val_loss: 0.0311872 | Time: 2771.07 ms [2022-04-05 23:59:45 main:574] : INFO : Epoch 1924 | loss: 0.0311889 | val_loss: 0.0311862 | Time: 2655.36 ms [2022-04-05 23:59:48 main:574] : INFO : Epoch 1925 | loss: 0.0311892 | val_loss: 0.0311862 | Time: 2752.43 ms [2022-04-05 23:59:50 main:574] : INFO : Epoch 1926 | loss: 0.0311888 | val_loss: 0.0311862 | Time: 2762.32 ms [2022-04-05 23:59:53 main:574] : INFO : Epoch 1927 | loss: 0.0311889 | val_loss: 0.0311859 | Time: 2721.62 ms [2022-04-05 23:59:56 main:574] : INFO : Epoch 1928 | loss: 0.0311893 | val_loss: 0.031187 | Time: 2836.31 ms [2022-04-05 23:59:59 main:574] : INFO : Epoch 1929 | loss: 0.0311882 | val_loss: 0.0311864 | Time: 2839.18 ms [2022-04-06 00:00:01 main:574] : INFO : Epoch 1930 | loss: 0.0311886 | val_loss: 0.0311872 | Time: 2725.09 ms [2022-04-06 00:00:04 main:574] : INFO : Epoch 1931 | loss: 0.0311918 | val_loss: 0.0311982 | Time: 2801.74 ms [2022-04-06 00:00:07 main:574] : INFO : Epoch 1932 | loss: 0.0311933 | val_loss: 0.0311897 | Time: 2841.95 ms [2022-04-06 00:00:10 main:574] : INFO : Epoch 1933 | loss: 0.0311921 | val_loss: 0.0311864 | Time: 2765.53 ms [2022-04-06 00:00:13 main:574] : INFO : Epoch 1934 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 2815.85 ms [2022-04-06 00:00:15 main:574] : INFO : Epoch 1935 | loss: 0.0311921 | val_loss: 0.0311875 | Time: 2833.03 ms [2022-04-06 00:00:18 main:574] : INFO : Epoch 1936 | loss: 0.0311894 | val_loss: 0.0311878 | Time: 2795.17 ms [2022-04-06 00:00:21 main:574] : INFO : Epoch 1937 | loss: 0.0311901 | val_loss: 0.0311858 | Time: 2891.19 ms [2022-04-06 00:00:24 main:574] : INFO : Epoch 1938 | loss: 0.0311884 | val_loss: 0.0311865 | Time: 2833.28 ms [2022-04-06 00:00:27 main:574] : INFO : Epoch 1939 | loss: 0.0311911 | val_loss: 0.0311893 | Time: 2800.24 ms [2022-04-06 00:00:30 main:574] : INFO : Epoch 1940 | loss: 0.0311894 | val_loss: 0.0311911 | Time: 2829.83 ms [2022-04-06 00:00:33 main:574] : INFO : Epoch 1941 | loss: 0.0311904 | val_loss: 0.0311871 | Time: 2855.73 ms [2022-04-06 00:00:35 main:574] : INFO : Epoch 1942 | loss: 0.0311918 | val_loss: 0.031191 | Time: 2887.11 ms [2022-04-06 00:00:38 main:574] : INFO : Epoch 1943 | loss: 0.0311886 | val_loss: 0.0311856 | Time: 2830.95 ms [2022-04-06 00:00:41 main:574] : INFO : Epoch 1944 | loss: 0.0311884 | val_loss: 0.0311863 | Time: 2866.14 ms [2022-04-06 00:00:44 main:574] : INFO : Epoch 1945 | loss: 0.0311889 | val_loss: 0.0311868 | Time: 2902.3 ms [2022-04-06 00:00:47 main:574] : INFO : Epoch 1946 | loss: 0.0311884 | val_loss: 0.0311853 | Time: 2842.43 ms [2022-04-06 00:00:50 main:574] : INFO : Epoch 1947 | loss: 0.0311891 | val_loss: 0.0311929 | Time: 2831.64 ms [2022-04-06 00:00:52 main:574] : INFO : Epoch 1948 | loss: 0.0311898 | val_loss: 0.0311872 | Time: 2805.22 ms [2022-04-06 00:00:55 main:574] : INFO : Epoch 1949 | loss: 0.0311879 | val_loss: 0.0311859 | Time: 2813.49 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1650 SUPER) [2022-04-06 00:06:00 main:435] : INFO : Set logging level to 1 [2022-04-06 00:06:00 main:441] : INFO : Running in BOINC Client mode [2022-04-06 00:06:00 main:444] : INFO : Resolving all filenames [2022-04-06 00:06:00 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-06 00:06:00 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-06 00:06:00 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-06 00:06:00 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-06 00:06:00 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-06 00:06:00 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-06 00:06:00 main:474] : INFO : Configuration: [2022-04-06 00:06:00 main:475] : INFO : Model type: GRU [2022-04-06 00:06:00 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-06 00:06:00 main:477] : INFO : Max Epochs: 2048 [2022-04-06 00:06:00 main:478] : INFO : Batch Size: 128 [2022-04-06 00:06:00 main:479] : INFO : Learning Rate: 0.01 [2022-04-06 00:06:00 main:480] : INFO : Patience: 10 [2022-04-06 00:06:00 main:481] : INFO : Hidden Width: 12 [2022-04-06 00:06:00 main:482] : INFO : # Recurrent Layers: 4 [2022-04-06 00:06:00 main:483] : INFO : # Backend Layers: 4 [2022-04-06 00:06:00 main:484] : INFO : # Threads: 1 [2022-04-06 00:06:00 main:486] : INFO : Preparing Dataset [2022-04-06 00:06:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-06 00:06:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-06 00:06:02 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-06 00:06:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-06 00:06:02 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-06 00:06:02 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-06 00:06:02 main:494] : INFO : Creating Model [2022-04-06 00:06:02 main:507] : INFO : Preparing config file [2022-04-06 00:06:02 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-06 00:06:02 main:512] : INFO : Loading config [2022-04-06 00:06:02 main:514] : INFO : Loading state [2022-04-06 00:06:04 main:559] : INFO : Loading DataLoader into Memory [2022-04-06 00:06:04 main:562] : INFO : Starting Training [2022-04-06 00:06:07 main:574] : INFO : Epoch 1949 | loss: 0.0312739 | val_loss: 0.0312004 | Time: 3140.11 ms [2022-04-06 00:06:10 main:574] : INFO : Epoch 1950 | loss: 0.0311989 | val_loss: 0.0311904 | Time: 2740.07 ms [2022-04-06 00:06:12 main:574] : INFO : Epoch 1951 | loss: 0.0311902 | val_loss: 0.0311852 | Time: 2740.33 ms [2022-04-06 00:06:15 main:574] : INFO : Epoch 1952 | loss: 0.0311871 | val_loss: 0.0311824 | Time: 2775.1 ms [2022-04-06 00:06:18 main:574] : INFO : Epoch 1953 | loss: 0.031186 | val_loss: 0.031183 | Time: 2713.01 ms [2022-04-06 00:06:21 main:574] : INFO : Epoch 1954 | loss: 0.0311878 | val_loss: 0.0311838 | Time: 2735.48 ms [2022-04-06 00:06:23 main:574] : INFO : Epoch 1955 | loss: 0.0311835 | val_loss: 0.0311807 | Time: 2759.01 ms [2022-04-06 00:06:26 main:574] : INFO : Epoch 1956 | loss: 0.0311844 | val_loss: 0.0311825 | Time: 2738.95 ms [2022-04-06 00:06:29 main:574] : INFO : Epoch 1957 | loss: 0.0311818 | val_loss: 0.0311805 | Time: 2799.59 ms [2022-04-06 00:06:32 main:574] : INFO : Epoch 1958 | loss: 0.0311813 | val_loss: 0.0311807 | Time: 2778.35 ms [2022-04-06 00:06:34 main:574] : INFO : Epoch 1959 | loss: 0.0311808 | val_loss: 0.0311809 | Time: 2756.15 ms [2022-04-06 00:06:37 main:574] : INFO : Epoch 1960 | loss: 0.0311831 | val_loss: 0.031186 | Time: 2813.35 ms [2022-04-06 00:06:40 main:574] : INFO : Epoch 1961 | loss: 0.0311855 | val_loss: 0.031185 | Time: 2806.86 ms [2022-04-06 00:06:43 main:574] : INFO : Epoch 1962 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 2767.84 ms [2022-04-06 00:06:46 main:574] : INFO : Epoch 1963 | loss: 0.0311844 | val_loss: 0.0311925 | Time: 2760.3 ms [2022-04-06 00:06:48 main:574] : INFO : Epoch 1964 | loss: 0.0311824 | val_loss: 0.0311855 | Time: 2803.74 ms [2022-04-06 00:06:51 main:574] : INFO : Epoch 1965 | loss: 0.0311833 | val_loss: 0.0311903 | Time: 2870.74 ms [2022-04-06 00:06:54 main:574] : INFO : Epoch 1966 | loss: 0.0311832 | val_loss: 0.0311816 | Time: 2752.22 ms [2022-04-06 00:06:57 main:574] : INFO : Epoch 1967 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 2765.82 ms [2022-04-06 00:07:00 main:574] : INFO : Epoch 1968 | loss: 0.0311799 | val_loss: 0.031186 | Time: 2816.46 ms [2022-04-06 00:07:02 main:574] : INFO : Epoch 1969 | loss: 0.0311794 | val_loss: 0.0311833 | Time: 2759.73 ms [2022-04-06 00:07:05 main:574] : INFO : Epoch 1970 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 2750.38 ms [2022-04-06 00:07:08 main:574] : INFO : Epoch 1971 | loss: 0.0311803 | val_loss: 0.0311906 | Time: 2775.16 ms [2022-04-06 00:07:11 main:574] : INFO : Epoch 1972 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 2750.06 ms [2022-04-06 00:07:13 main:574] : INFO : Epoch 1973 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 2750.54 ms [2022-04-06 00:07:16 main:574] : INFO : Epoch 1974 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 2723.47 ms [2022-04-06 00:07:19 main:574] : INFO : Epoch 1975 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 2843.57 ms [2022-04-06 00:07:22 main:574] : INFO : Epoch 1976 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 2694.22 ms [2022-04-06 00:07:24 main:574] : INFO : Epoch 1977 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 2795.25 ms [2022-04-06 00:07:27 main:574] : INFO : Epoch 1978 | loss: 0.0311756 | val_loss: 0.03118 | Time: 2812.78 ms [2022-04-06 00:07:30 main:574] : INFO : Epoch 1979 | loss: 0.0311768 | val_loss: 0.0311851 | Time: 2801.99 ms [2022-04-06 00:07:33 main:574] : INFO : Epoch 1980 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 2809.05 ms [2022-04-06 00:07:36 main:574] : INFO : Epoch 1981 | loss: 0.0311771 | val_loss: 0.0311833 | Time: 2776.05 ms [2022-04-06 00:07:38 main:574] : INFO : Epoch 1982 | loss: 0.0311772 | val_loss: 0.0311817 | Time: 2790.4 ms [2022-04-06 00:07:41 main:574] : INFO : Epoch 1983 | loss: 0.0311761 | val_loss: 0.031181 | Time: 2858.94 ms [2022-04-06 00:07:44 main:574] : INFO : Epoch 1984 | loss: 0.0311749 | val_loss: 0.031183 | Time: 2774.42 ms [2022-04-06 00:07:47 main:574] : INFO : Epoch 1985 | loss: 0.0311753 | val_loss: 0.0311796 | Time: 2729.41 ms [2022-04-06 00:07:50 main:574] : INFO : Epoch 1986 | loss: 0.031176 | val_loss: 0.031184 | Time: 2774.2 ms [2022-04-06 00:07:52 main:574] : INFO : Epoch 1987 | loss: 0.0311751 | val_loss: 0.0311836 | Time: 2793.07 ms [2022-04-06 00:07:55 main:574] : INFO : Epoch 1988 | loss: 0.0311751 | val_loss: 0.0311834 | Time: 2822.06 ms [2022-04-06 00:07:58 main:574] : INFO : Epoch 1989 | loss: 0.0311735 | val_loss: 0.0311837 | Time: 2839.33 ms [2022-04-06 00:08:01 main:574] : INFO : Epoch 1990 | loss: 0.0311717 | val_loss: 0.0311825 | Time: 2711.63 ms [2022-04-06 00:08:04 main:574] : INFO : Epoch 1991 | loss: 0.0311719 | val_loss: 0.0311815 | Time: 2736.99 ms [2022-04-06 00:08:06 main:574] : INFO : Epoch 1992 | loss: 0.0311731 | val_loss: 0.0311815 | Time: 2803.98 ms [2022-04-06 00:08:09 main:574] : INFO : Epoch 1993 | loss: 0.0311725 | val_loss: 0.0311847 | Time: 2730.87 ms [2022-04-06 00:08:12 main:574] : INFO : Epoch 1994 | loss: 0.0311716 | val_loss: 0.0311841 | Time: 2736.41 ms [2022-04-06 00:08:15 main:574] : INFO : Epoch 1995 | loss: 0.031174 | val_loss: 0.0311786 | Time: 2807.27 ms [2022-04-06 00:08:17 main:574] : INFO : Epoch 1996 | loss: 0.0311743 | val_loss: 0.0311834 | Time: 2771.37 ms [2022-04-06 00:08:20 main:574] : INFO : Epoch 1997 | loss: 0.0311738 | val_loss: 0.0311795 | Time: 2695.6 ms [2022-04-06 00:08:23 main:574] : INFO : Epoch 1998 | loss: 0.0311726 | val_loss: 0.0311786 | Time: 2812.3 ms [2022-04-06 00:08:26 main:574] : INFO : Epoch 1999 | loss: 0.0311713 | val_loss: 0.0311791 | Time: 2782.93 ms [2022-04-06 00:08:28 main:574] : INFO : Epoch 2000 | loss: 0.0311727 | val_loss: 0.0311836 | Time: 2717.52 ms [2022-04-06 00:08:31 main:574] : INFO : Epoch 2001 | loss: 0.0311724 | val_loss: 0.03118 | Time: 2733.62 ms [2022-04-06 00:08:34 main:574] : INFO : Epoch 2002 | loss: 0.0311735 | val_loss: 0.0311846 | Time: 2689.06 ms [2022-04-06 00:08:37 main:574] : INFO : Epoch 2003 | loss: 0.0311759 | val_loss: 0.0311842 | Time: 2738.09 ms [2022-04-06 00:08:39 main:574] : INFO : Epoch 2004 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 2685.8 ms [2022-04-06 00:08:42 main:574] : INFO : Epoch 2005 | loss: 0.031171 | val_loss: 0.0311778 | Time: 2755.15 ms [2022-04-06 00:08:45 main:574] : INFO : Epoch 2006 | loss: 0.0311704 | val_loss: 0.0311776 | Time: 2765.03 ms [2022-04-06 00:08:48 main:574] : INFO : Epoch 2007 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 2741.74 ms [2022-04-06 00:08:50 main:574] : INFO : Epoch 2008 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 2700.08 ms [2022-04-06 00:08:53 main:574] : INFO : Epoch 2009 | loss: 0.0311692 | val_loss: 0.0311773 | Time: 2776.39 ms [2022-04-06 00:08:56 main:574] : INFO : Epoch 2010 | loss: 0.0311702 | val_loss: 0.0311815 | Time: 2735.08 ms [2022-04-06 00:08:58 main:574] : INFO : Epoch 2011 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 2715.26 ms [2022-04-06 00:09:01 main:574] : INFO : Epoch 2012 | loss: 0.0311689 | val_loss: 0.0311797 | Time: 2763.16 ms [2022-04-06 00:09:04 main:574] : INFO : Epoch 2013 | loss: 0.0311723 | val_loss: 0.0311832 | Time: 2775.09 ms [2022-04-06 00:09:07 main:574] : INFO : Epoch 2014 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 2759.39 ms [2022-04-06 00:09:10 main:574] : INFO : Epoch 2015 | loss: 0.0311796 | val_loss: 0.0311792 | Time: 2711.48 ms [2022-04-06 00:09:12 main:574] : INFO : Epoch 2016 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 2761.36 ms [2022-04-06 00:09:15 main:574] : INFO : Epoch 2017 | loss: 0.0311753 | val_loss: 0.0311868 | Time: 2705.25 ms [2022-04-06 00:09:18 main:574] : INFO : Epoch 2018 | loss: 0.031175 | val_loss: 0.0311815 | Time: 2724.04 ms [2022-04-06 00:09:20 main:574] : INFO : Epoch 2019 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 2721.39 ms [2022-04-06 00:09:23 main:574] : INFO : Epoch 2020 | loss: 0.0311717 | val_loss: 0.031181 | Time: 2691.71 ms [2022-04-06 00:09:26 main:574] : INFO : Epoch 2021 | loss: 0.0311715 | val_loss: 0.0311807 | Time: 2791.5 ms [2022-04-06 00:09:29 main:574] : INFO : Epoch 2022 | loss: 0.031171 | val_loss: 0.0311821 | Time: 2719.07 ms [2022-04-06 00:09:31 main:574] : INFO : Epoch 2023 | loss: 0.0311704 | val_loss: 0.0311841 | Time: 2701.39 ms [2022-04-06 00:09:34 main:574] : INFO : Epoch 2024 | loss: 0.0311699 | val_loss: 0.031179 | Time: 2744.56 ms [2022-04-06 00:09:37 main:574] : INFO : Epoch 2025 | loss: 0.031171 | val_loss: 0.0311782 | Time: 2862.34 ms [2022-04-06 00:09:40 main:574] : INFO : Epoch 2026 | loss: 0.031171 | val_loss: 0.0311797 | Time: 2739 ms [2022-04-06 00:09:42 main:574] : INFO : Epoch 2027 | loss: 0.03117 | val_loss: 0.031181 | Time: 2788.35 ms [2022-04-06 00:09:45 main:574] : INFO : Epoch 2028 | loss: 0.0311719 | val_loss: 0.0311788 | Time: 2842.62 ms [2022-04-06 00:09:48 main:574] : INFO : Epoch 2029 | loss: 0.0311742 | val_loss: 0.0311781 | Time: 2770.05 ms [2022-04-06 00:09:51 main:574] : INFO : Epoch 2030 | loss: 0.0311715 | val_loss: 0.0311796 | Time: 2777.64 ms [2022-04-06 00:09:54 main:574] : INFO : Epoch 2031 | loss: 0.0311729 | val_loss: 0.0311846 | Time: 2799.21 ms [2022-04-06 00:09:56 main:574] : INFO : Epoch 2032 | loss: 0.0311709 | val_loss: 0.0311818 | Time: 2728.99 ms [2022-04-06 00:09:59 main:574] : INFO : Epoch 2033 | loss: 0.0311702 | val_loss: 0.0311784 | Time: 2828.32 ms [2022-04-06 00:10:02 main:574] : INFO : Epoch 2034 | loss: 0.0311707 | val_loss: 0.0311807 | Time: 2800.86 ms [2022-04-06 00:10:05 main:574] : INFO : Epoch 2035 | loss: 0.0311715 | val_loss: 0.0311797 | Time: 2757.21 ms [2022-04-06 00:10:08 main:574] : INFO : Epoch 2036 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 2850.42 ms [2022-04-06 00:10:10 main:574] : INFO : Epoch 2037 | loss: 0.0311702 | val_loss: 0.0311774 | Time: 2714.18 ms [2022-04-06 00:10:13 main:574] : INFO : Epoch 2038 | loss: 0.0311697 | val_loss: 0.0311778 | Time: 2712.36 ms [2022-04-06 00:10:16 main:574] : INFO : Epoch 2039 | loss: 0.0311697 | val_loss: 0.0311812 | Time: 2818.42 ms [2022-04-06 00:10:19 main:574] : INFO : Epoch 2040 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 2794.89 ms [2022-04-06 00:10:22 main:574] : INFO : Epoch 2041 | loss: 0.0311688 | val_loss: 0.0311788 | Time: 2811.8 ms [2022-04-06 00:10:24 main:574] : INFO : Epoch 2042 | loss: 0.0311708 | val_loss: 0.0311777 | Time: 2798.76 ms [2022-04-06 00:10:27 main:574] : INFO : Epoch 2043 | loss: 0.0311698 | val_loss: 0.0311817 | Time: 2727.98 ms [2022-04-06 00:10:30 main:574] : INFO : Epoch 2044 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 2778.33 ms [2022-04-06 00:10:33 main:574] : INFO : Epoch 2045 | loss: 0.0311688 | val_loss: 0.0311761 | Time: 2829.28 ms [2022-04-06 00:10:35 main:574] : INFO : Epoch 2046 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 2788.47 ms [2022-04-06 00:10:38 main:574] : INFO : Epoch 2047 | loss: 0.0311716 | val_loss: 0.0311795 | Time: 2784.38 ms [2022-04-06 00:10:41 main:574] : INFO : Epoch 2048 | loss: 0.0311745 | val_loss: 0.03118 | Time: 2763.85 ms [2022-04-06 00:10:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03118 [2022-04-06 00:10:41 main:603] : INFO : Saving end state to config to file [2022-04-06 00:10:41 main:608] : INFO : Success, exiting.. 00:10:41 (5324): 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)