Task 10951548
| Name | ParityModified-1639962837-10005-2-0_0 |
| Workunit | 8245281 |
| Created | 22 Jan 2022, 7:42:40 UTC |
| Sent | 6 Feb 2022, 16:07:26 UTC |
| Report deadline | 14 Feb 2022, 16:07:26 UTC |
| Received | 6 Feb 2022, 21:27:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18910 |
| Run time | 1 hours 34 min 46 sec |
| CPU time | 1 hours 30 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,576.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 022-02-07 05:03:01 main:574] : INFO : Epoch 1542 | loss: 0.0311762 | val_loss: 0.0311861 | Time: 2760.56 ms [2022-02-07 05:03:04 main:574] : INFO : Epoch 1543 | loss: 0.0311749 | val_loss: 0.0311852 | Time: 2777.84 ms [2022-02-07 05:03:07 main:574] : INFO : Epoch 1544 | loss: 0.0311772 | val_loss: 0.031185 | Time: 2900.17 ms [2022-02-07 05:03:09 main:574] : INFO : Epoch 1545 | loss: 0.031176 | val_loss: 0.0311856 | Time: 2650.35 ms [2022-02-07 05:03:12 main:574] : INFO : Epoch 1546 | loss: 0.0311765 | val_loss: 0.0311854 | Time: 2670.94 ms [2022-02-07 05:03:15 main:574] : INFO : Epoch 1547 | loss: 0.0311756 | val_loss: 0.031185 | Time: 2813.65 ms [2022-02-07 05:03:17 main:574] : INFO : Epoch 1548 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 2718.93 ms [2022-02-07 05:03:20 main:574] : INFO : Epoch 1549 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 2682.74 ms [2022-02-07 05:03:23 main:574] : INFO : Epoch 1550 | loss: 0.0311763 | val_loss: 0.0311885 | Time: 2684.78 ms [2022-02-07 05:03:26 main:574] : INFO : Epoch 1551 | loss: 0.0311776 | val_loss: 0.0311871 | Time: 2776.46 ms [2022-02-07 05:03:28 main:574] : INFO : Epoch 1552 | loss: 0.0311751 | val_loss: 0.0311875 | Time: 2683.7 ms [2022-02-07 05:03:31 main:574] : INFO : Epoch 1553 | loss: 0.0311746 | val_loss: 0.0311848 | Time: 2733.03 ms [2022-02-07 05:03:34 main:574] : INFO : Epoch 1554 | loss: 0.0311801 | val_loss: 0.0311883 | Time: 2699.72 ms [2022-02-07 05:03:37 main:574] : INFO : Epoch 1555 | loss: 0.03118 | val_loss: 0.0311875 | Time: 2896.63 ms [2022-02-07 05:03:39 main:574] : INFO : Epoch 1556 | loss: 0.0311799 | val_loss: 0.0311893 | Time: 2753.74 ms [2022-02-07 05:03:42 main:574] : INFO : Epoch 1557 | loss: 0.0311805 | val_loss: 0.0311897 | Time: 2762.39 ms [2022-02-07 05:03:45 main:574] : INFO : Epoch 1558 | loss: 0.0311798 | val_loss: 0.0311864 | Time: 2740.85 ms [2022-02-07 05:03:48 main:574] : INFO : Epoch 1559 | loss: 0.0311793 | val_loss: 0.0311876 | Time: 2879.88 ms [2022-02-07 05:03:51 main:574] : INFO : Epoch 1560 | loss: 0.0311791 | val_loss: 0.031187 | Time: 2805.46 ms [2022-02-07 05:03:53 main:574] : INFO : Epoch 1561 | loss: 0.0311765 | val_loss: 0.0311886 | Time: 2812.15 ms [2022-02-07 05:03:56 main:574] : INFO : Epoch 1562 | loss: 0.0311788 | val_loss: 0.0311872 | Time: 2798.98 ms [2022-02-07 05:03:59 main:574] : INFO : Epoch 1563 | loss: 0.0311772 | val_loss: 0.0311871 | Time: 2714.58 ms [2022-02-07 05:04:02 main:574] : INFO : Epoch 1564 | loss: 0.031177 | val_loss: 0.0311866 | Time: 2873.44 ms [2022-02-07 05:04:05 main:574] : INFO : Epoch 1565 | loss: 0.0311768 | val_loss: 0.031187 | Time: 3033.35 ms [2022-02-07 05:04:08 main:574] : INFO : Epoch 1566 | loss: 0.0311773 | val_loss: 0.0311895 | Time: 2691 ms [2022-02-07 05:04:10 main:574] : INFO : Epoch 1567 | loss: 0.0311771 | val_loss: 0.0311865 | Time: 2750.81 ms [2022-02-07 05:04:13 main:574] : INFO : Epoch 1568 | loss: 0.0311752 | val_loss: 0.031188 | Time: 2795.45 ms [2022-02-07 05:04:16 main:574] : INFO : Epoch 1569 | loss: 0.0311753 | val_loss: 0.0311874 | Time: 2855.97 ms [2022-02-07 05:04:19 main:574] : INFO : Epoch 1570 | loss: 0.0311753 | val_loss: 0.0311861 | Time: 2667.72 ms [2022-02-07 05:04:21 main:574] : INFO : Epoch 1571 | loss: 0.0311745 | val_loss: 0.0311881 | Time: 2872.39 ms [2022-02-07 05:04:24 main:574] : INFO : Epoch 1572 | loss: 0.0311764 | val_loss: 0.0311876 | Time: 2683.96 ms [2022-02-07 05:04:27 main:574] : INFO : Epoch 1573 | loss: 0.0311762 | val_loss: 0.031189 | Time: 2917.56 ms [2022-02-07 05:04:30 main:574] : INFO : Epoch 1574 | loss: 0.0311781 | val_loss: 0.0311897 | Time: 2693.09 ms [2022-02-07 05:04:33 main:574] : INFO : Epoch 1575 | loss: 0.0311807 | val_loss: 0.0311912 | Time: 2734.12 ms [2022-02-07 05:04:35 main:574] : INFO : Epoch 1576 | loss: 0.03118 | val_loss: 0.0311953 | Time: 2673.38 ms [2022-02-07 05:04:38 main:574] : INFO : Epoch 1577 | loss: 0.0311797 | val_loss: 0.0311884 | Time: 2645.37 ms [2022-02-07 05:04:41 main:574] : INFO : Epoch 1578 | loss: 0.0311776 | val_loss: 0.0311876 | Time: 2824 ms [2022-02-07 05:04:43 main:574] : INFO : Epoch 1579 | loss: 0.0311779 | val_loss: 0.0311882 | Time: 2770.48 ms [2022-02-07 05:04:46 main:574] : INFO : Epoch 1580 | loss: 0.0311764 | val_loss: 0.031188 | Time: 2980.62 ms [2022-02-07 05:04:49 main:574] : INFO : Epoch 1581 | loss: 0.0311899 | val_loss: 0.0311987 | Time: 2965.99 ms [2022-02-07 05:04:52 main:574] : INFO : Epoch 1582 | loss: 0.0311967 | val_loss: 0.0312033 | Time: 2928.88 ms [2022-02-07 05:05:05 main:574] : INFO : Epoch 1583 | loss: 0.0311992 | val_loss: 0.0312018 | Time: 12909.6 ms [2022-02-07 05:05:08 main:574] : INFO : Epoch 1584 | loss: 0.0311975 | val_loss: 0.0312007 | Time: 2816.56 ms [2022-02-07 05:05:11 main:574] : INFO : Epoch 1585 | loss: 0.0311953 | val_loss: 0.0311994 | Time: 2782.74 ms [2022-02-07 05:05:14 main:574] : INFO : Epoch 1586 | loss: 0.0311946 | val_loss: 0.0312 | Time: 2968.35 ms [2022-02-07 05:05:17 main:574] : INFO : Epoch 1587 | loss: 0.0311937 | val_loss: 0.0312018 | Time: 2756.2 ms [2022-02-07 05:05:19 main:574] : INFO : Epoch 1588 | loss: 0.0311931 | val_loss: 0.0311987 | Time: 2843.24 ms [2022-02-07 05:05:22 main:574] : INFO : Epoch 1589 | loss: 0.0311908 | val_loss: 0.0311994 | Time: 2711.23 ms [2022-02-07 05:05:25 main:574] : INFO : Epoch 1590 | loss: 0.0311907 | val_loss: 0.0311993 | Time: 2932.77 ms [2022-02-07 05:05:28 main:574] : INFO : Epoch 1591 | loss: 0.0311926 | val_loss: 0.0312003 | Time: 2758.43 ms [2022-02-07 05:05:31 main:574] : INFO : Epoch 1592 | loss: 0.0311911 | val_loss: 0.031201 | Time: 2719.55 ms [2022-02-07 05:05:33 main:574] : INFO : Epoch 1593 | loss: 0.0311917 | val_loss: 0.0311986 | Time: 2869.4 ms [2022-02-07 05:05:36 main:574] : INFO : Epoch 1594 | loss: 0.03119 | val_loss: 0.0311985 | Time: 2963.95 ms [2022-02-07 05:05:39 main:574] : INFO : Epoch 1595 | loss: 0.0311886 | val_loss: 0.0311988 | Time: 2806.34 ms [2022-02-07 05:05:42 main:574] : INFO : Epoch 1596 | loss: 0.0311882 | val_loss: 0.0311974 | Time: 2766.72 ms [2022-02-07 05:05:45 main:574] : INFO : Epoch 1597 | loss: 0.0311923 | val_loss: 0.0311993 | Time: 2716.05 ms [2022-02-07 05:05:48 main:574] : INFO : Epoch 1598 | loss: 0.0311927 | val_loss: 0.0311974 | Time: 3058.8 ms [2022-02-07 05:05:50 main:574] : INFO : Epoch 1599 | loss: 0.0311983 | val_loss: 0.0312069 | Time: 2714.06 ms [2022-02-07 05:05:53 main:574] : INFO : Epoch 1600 | loss: 0.0346296 | val_loss: 0.0340319 | Time: 2733.21 ms [2022-02-07 05:05:56 main:574] : INFO : Epoch 1601 | loss: 0.0596616 | val_loss: 0.0332237 | Time: 2640.52 ms [2022-02-07 05:05:59 main:574] : INFO : Epoch 1602 | loss: 0.0335862 | val_loss: 0.0324512 | Time: 2878.85 ms [2022-02-07 05:06:02 main:574] : INFO : Epoch 1603 | loss: 0.0317488 | val_loss: 0.0313678 | Time: 2839.21 ms [2022-02-07 05:06:04 main:574] : INFO : Epoch 1604 | loss: 0.0313461 | val_loss: 0.0312641 | Time: 2806 ms [2022-02-07 05:06:07 main:574] : INFO : Epoch 1605 | loss: 0.0312648 | val_loss: 0.031251 | Time: 2647.94 ms [2022-02-07 05:06:10 main:574] : INFO : Epoch 1606 | loss: 0.0312496 | val_loss: 0.031247 | Time: 2674.86 ms [2022-02-07 05:06:12 main:574] : INFO : Epoch 1607 | loss: 0.031246 | val_loss: 0.0312458 | Time: 2666.21 ms [2022-02-07 05:06:15 main:574] : INFO : Epoch 1608 | loss: 0.0312439 | val_loss: 0.031243 | Time: 2680.72 ms [2022-02-07 05:06:18 main:574] : INFO : Epoch 1609 | loss: 0.0312415 | val_loss: 0.0312409 | Time: 2745.2 ms [2022-02-07 05:06:20 main:574] : INFO : Epoch 1610 | loss: 0.0312399 | val_loss: 0.0312398 | Time: 2677.41 ms [2022-02-07 05:06:23 main:574] : INFO : Epoch 1611 | loss: 0.0312384 | val_loss: 0.0312381 | Time: 2723.93 ms [2022-02-07 05:06:26 main:574] : INFO : Epoch 1612 | loss: 0.031237 | val_loss: 0.0312365 | Time: 2656.98 ms [2022-02-07 05:06:29 main:574] : INFO : Epoch 1613 | loss: 0.0312354 | val_loss: 0.0312349 | Time: 2668.84 ms [2022-02-07 05:06:31 main:574] : INFO : Epoch 1614 | loss: 0.0312334 | val_loss: 0.0312333 | Time: 2798.84 ms [2022-02-07 05:06:34 main:574] : INFO : Epoch 1615 | loss: 0.0312318 | val_loss: 0.0312318 | Time: 2894.43 ms [2022-02-07 05:06:37 main:574] : INFO : Epoch 1616 | loss: 0.0312293 | val_loss: 0.0312293 | Time: 2841.56 ms [2022-02-07 05:06:40 main:574] : INFO : Epoch 1617 | loss: 0.031227 | val_loss: 0.031227 | Time: 2756.42 ms [2022-02-07 05:06:43 main:574] : INFO : Epoch 1618 | loss: 0.0312248 | val_loss: 0.0312243 | Time: 2750.87 ms [2022-02-07 05:06:45 main:574] : INFO : Epoch 1619 | loss: 0.0312222 | val_loss: 0.0312222 | Time: 2700.04 ms [2022-02-07 05:06:48 main:574] : INFO : Epoch 1620 | loss: 0.0312204 | val_loss: 0.0312204 | Time: 2686.18 ms [2022-02-07 05:06:51 main:574] : INFO : Epoch 1621 | loss: 0.0312177 | val_loss: 0.0312195 | Time: 2879.34 ms [2022-02-07 05:06:54 main:574] : INFO : Epoch 1622 | loss: 0.0312164 | val_loss: 0.0312162 | Time: 2781.55 ms [2022-02-07 05:06:56 main:574] : INFO : Epoch 1623 | loss: 0.0312139 | val_loss: 0.0312143 | Time: 2677.05 ms [2022-02-07 05:06:59 main:574] : INFO : Epoch 1624 | loss: 0.0312118 | val_loss: 0.0312141 | Time: 2775.45 ms [2022-02-07 05:07:02 main:574] : INFO : Epoch 1625 | loss: 0.0312098 | val_loss: 0.0312133 | Time: 2670.52 ms [2022-02-07 05:07:05 main:574] : INFO : Epoch 1626 | loss: 0.0312088 | val_loss: 0.0312121 | Time: 2950.7 ms [2022-02-07 05:07:08 main:574] : INFO : Epoch 1627 | loss: 0.0312082 | val_loss: 0.0312142 | Time: 2862.85 ms [2022-02-07 05:07:10 main:574] : INFO : Epoch 1628 | loss: 0.0312077 | val_loss: 0.0312113 | Time: 2726.14 ms [2022-02-07 05:07:13 main:574] : INFO : Epoch 1629 | loss: 0.031207 | val_loss: 0.0312122 | Time: 2651.56 ms [2022-02-07 05:07:16 main:574] : INFO : Epoch 1630 | loss: 0.0312065 | val_loss: 0.0312106 | Time: 2742.59 ms [2022-02-07 05:07:18 main:574] : INFO : Epoch 1631 | loss: 0.0312067 | val_loss: 0.0312152 | Time: 2779.24 ms [2022-02-07 05:07:21 main:574] : INFO : Epoch 1632 | loss: 0.0312136 | val_loss: 0.0312131 | Time: 2783.93 ms [2022-02-07 05:07:24 main:574] : INFO : Epoch 1633 | loss: 0.0312162 | val_loss: 0.0312122 | Time: 2767.3 ms [2022-02-07 05:07:27 main:574] : INFO : Epoch 1634 | loss: 0.0312155 | val_loss: 0.0312095 | Time: 2811.59 ms [2022-02-07 05:07:30 main:574] : INFO : Epoch 1635 | loss: 0.0312116 | val_loss: 0.0312098 | Time: 2769.96 ms [2022-02-07 05:07:32 main:574] : INFO : Epoch 1636 | loss: 0.0312113 | val_loss: 0.0312093 | Time: 2676.73 ms [2022-02-07 05:07:35 main:574] : INFO : Epoch 1637 | loss: 0.0312101 | val_loss: 0.0312078 | Time: 2687.51 ms [2022-02-07 05:07:38 main:574] : INFO : Epoch 1638 | loss: 0.0312086 | val_loss: 0.0312076 | Time: 2710.07 ms [2022-02-07 05:07:40 main:574] : INFO : Epoch 1639 | loss: 0.0312082 | val_loss: 0.031207 | Time: 2653.9 ms [2022-02-07 05:07:43 main:574] : INFO : Epoch 1640 | loss: 0.031207 | val_loss: 0.0312083 | Time: 2644.26 ms [2022-02-07 05:07:46 main:574] : INFO : Epoch 1641 | loss: 0.0312082 | val_loss: 0.0312062 | Time: 2959.73 ms [2022-02-07 05:07:49 main:574] : INFO : Epoch 1642 | loss: 0.0312078 | val_loss: 0.0312057 | Time: 2893.11 ms [2022-02-07 05:07:52 main:574] : INFO : Epoch 1643 | loss: 0.0312066 | val_loss: 0.0312057 | Time: 2690.04 ms [2022-02-07 05:07:54 main:574] : INFO : Epoch 1644 | loss: 0.0312057 | val_loss: 0.0312053 | Time: 2690.6 ms [2022-02-07 05:07:57 main:574] : INFO : Epoch 1645 | loss: 0.0312057 | val_loss: 0.0312056 | Time: 2673.37 ms [2022-02-07 05:08:00 main:574] : INFO : Epoch 1646 | loss: 0.0312056 | val_loss: 0.0312057 | Time: 2858.24 ms [2022-02-07 05:08:02 main:574] : INFO : Epoch 1647 | loss: 0.0312049 | val_loss: 0.0312057 | Time: 2732.06 ms [2022-02-07 05:08:05 main:574] : INFO : Epoch 1648 | loss: 0.0312052 | val_loss: 0.0312052 | Time: 2634.93 ms [2022-02-07 05:08:08 main:574] : INFO : Epoch 1649 | loss: 0.0312044 | val_loss: 0.0312049 | Time: 2796.78 ms [2022-02-07 05:08:11 main:574] : INFO : Epoch 1650 | loss: 0.0312045 | val_loss: 0.0312055 | Time: 2794.32 ms [2022-02-07 05:08:14 main:574] : INFO : Epoch 1651 | loss: 0.0312047 | val_loss: 0.0312063 | Time: 2882.29 ms [2022-02-07 05:08:16 main:574] : INFO : Epoch 1652 | loss: 0.0312061 | val_loss: 0.0312045 | Time: 2794.41 ms [2022-02-07 05:08:19 main:574] : INFO : Epoch 1653 | loss: 0.0312038 | val_loss: 0.0312059 | Time: 2848.37 ms [2022-02-07 05:08:22 main:574] : INFO : Epoch 1654 | loss: 0.0312048 | val_loss: 0.0312053 | Time: 2664.41 ms [2022-02-07 05:08:25 main:574] : INFO : Epoch 1655 | loss: 0.0312041 | val_loss: 0.0312038 | Time: 2782.58 ms [2022-02-07 05:08:28 main:574] : INFO : Epoch 1656 | loss: 0.0312024 | val_loss: 0.0312039 | Time: 2827.26 ms [2022-02-07 05:08:30 main:574] : INFO : Epoch 1657 | loss: 0.0312029 | val_loss: 0.0312034 | Time: 2637.23 ms [2022-02-07 05:08:33 main:574] : INFO : Epoch 1658 | loss: 0.031202 | val_loss: 0.0312036 | Time: 2681.68 ms [2022-02-07 05:08:36 main:574] : INFO : Epoch 1659 | loss: 0.0312014 | val_loss: 0.031204 | Time: 2763.13 ms [2022-02-07 05:08:38 main:574] : INFO : Epoch 1660 | loss: 0.031201 | val_loss: 0.0312037 | Time: 2755.37 ms [2022-02-07 05:08:41 main:574] : INFO : Epoch 1661 | loss: 0.0312018 | val_loss: 0.0312053 | Time: 2877.5 ms [2022-02-07 05:08:44 main:574] : INFO : Epoch 1662 | loss: 0.0312007 | val_loss: 0.0312029 | Time: 2667.59 ms [2022-02-07 05:08:47 main:574] : INFO : Epoch 1663 | loss: 0.0312003 | val_loss: 0.031204 | Time: 2776.8 ms [2022-02-07 05:08:49 main:574] : INFO : Epoch 1664 | loss: 0.0312007 | val_loss: 0.031203 | Time: 2750.4 ms [2022-02-07 05:08:52 main:574] : INFO : Epoch 1665 | loss: 0.0311997 | val_loss: 0.0312031 | Time: 2697.7 ms [2022-02-07 05:08:55 main:574] : INFO : Epoch 1666 | loss: 0.0311992 | val_loss: 0.0312031 | Time: 2743.08 ms [2022-02-07 05:08:58 main:574] : INFO : Epoch 1667 | loss: 0.0312 | val_loss: 0.0312022 | Time: 2806.67 ms [2022-02-07 05:09:00 main:574] : INFO : Epoch 1668 | loss: 0.0311997 | val_loss: 0.031204 | Time: 2762.98 ms [2022-02-07 05:09:03 main:574] : INFO : Epoch 1669 | loss: 0.0311987 | val_loss: 0.0312024 | Time: 2761.67 ms [2022-02-07 05:09:06 main:574] : INFO : Epoch 1670 | loss: 0.0311984 | val_loss: 0.0312011 | Time: 2824.11 ms [2022-02-07 05:09:09 main:574] : INFO : Epoch 1671 | loss: 0.0311977 | val_loss: 0.0312012 | Time: 2713.06 ms [2022-02-07 05:09:12 main:574] : INFO : Epoch 1672 | loss: 0.0311977 | val_loss: 0.0312005 | Time: 2797.42 ms [2022-02-07 05:09:14 main:574] : INFO : Epoch 1673 | loss: 0.0311981 | val_loss: 0.0312005 | Time: 2684.04 ms [2022-02-07 05:09:17 main:574] : INFO : Epoch 1674 | loss: 0.0311975 | val_loss: 0.0311992 | Time: 2878.13 ms [2022-02-07 05:09:20 main:574] : INFO : Epoch 1675 | loss: 0.0311973 | val_loss: 0.0311993 | Time: 2733.87 ms [2022-02-07 05:09:23 main:574] : INFO : Epoch 1676 | loss: 0.031197 | val_loss: 0.0312009 | Time: 2834.44 ms [2022-02-07 05:09:25 main:574] : INFO : Epoch 1677 | loss: 0.0311972 | val_loss: 0.0311992 | Time: 2745.7 ms [2022-02-07 05:09:29 main:574] : INFO : Epoch 1678 | loss: 0.0311968 | val_loss: 0.0312002 | Time: 3090.86 ms [2022-02-07 05:09:31 main:574] : INFO : Epoch 1679 | loss: 0.0311965 | val_loss: 0.0311984 | Time: 2720.35 ms [2022-02-07 05:09:34 main:574] : INFO : Epoch 1680 | loss: 0.0311995 | val_loss: 0.0311976 | Time: 2652.14 ms [2022-02-07 05:09:37 main:574] : INFO : Epoch 1681 | loss: 0.0311998 | val_loss: 0.031197 | Time: 2866.95 ms [2022-02-07 05:09:40 main:574] : INFO : Epoch 1682 | loss: 0.0311987 | val_loss: 0.0311999 | Time: 2731.69 ms [2022-02-07 05:09:42 main:574] : INFO : Epoch 1683 | loss: 0.0311992 | val_loss: 0.0311996 | Time: 2703.88 ms [2022-02-07 05:09:45 main:574] : INFO : Epoch 1684 | loss: 0.0311973 | val_loss: 0.031199 | Time: 2633.88 ms [2022-02-07 05:09:48 main:574] : INFO : Epoch 1685 | loss: 0.0311959 | val_loss: 0.0311996 | Time: 2810.94 ms [2022-02-07 05:09:50 main:574] : INFO : Epoch 1686 | loss: 0.0311971 | val_loss: 0.0311999 | Time: 2805.19 ms [2022-02-07 05:09:53 main:574] : INFO : Epoch 1687 | loss: 0.0311955 | val_loss: 0.0311982 | Time: 2801.07 ms [2022-02-07 05:09:56 main:574] : INFO : Epoch 1688 | loss: 0.0311955 | val_loss: 0.0311988 | Time: 2779.55 ms [2022-02-07 05:09:59 main:574] : INFO : Epoch 1689 | loss: 0.0311944 | val_loss: 0.0311975 | Time: 2824.96 ms [2022-02-07 05:10:02 main:574] : INFO : Epoch 1690 | loss: 0.0311939 | val_loss: 0.0311976 | Time: 2763.02 ms [2022-02-07 05:10:15 main:574] : INFO : Epoch 1691 | loss: 0.0311943 | val_loss: 0.0311989 | Time: 12977.3 ms [2022-02-07 05:10:17 main:574] : INFO : Epoch 1692 | loss: 0.0311978 | val_loss: 0.0312039 | Time: 2793.47 ms [2022-02-07 05:10:20 main:574] : INFO : Epoch 1693 | loss: 0.0311971 | val_loss: 0.0311983 | Time: 2686.39 ms [2022-02-07 05:10:23 main:574] : INFO : Epoch 1694 | loss: 0.0311953 | val_loss: 0.0311967 | Time: 2725.17 ms [2022-02-07 05:10:26 main:574] : INFO : Epoch 1695 | loss: 0.0311943 | val_loss: 0.0311965 | Time: 2817.25 ms [2022-02-07 05:10:28 main:574] : INFO : Epoch 1696 | loss: 0.0311937 | val_loss: 0.0311967 | Time: 2725.84 ms [2022-02-07 05:10:31 main:574] : INFO : Epoch 1697 | loss: 0.0311934 | val_loss: 0.0311999 | Time: 2730.15 ms [2022-02-07 05:10:34 main:574] : INFO : Epoch 1698 | loss: 0.0311937 | val_loss: 0.0311997 | Time: 2777.65 ms [2022-02-07 05:10:37 main:574] : INFO : Epoch 1699 | loss: 0.0311929 | val_loss: 0.0311958 | Time: 2836.06 ms [2022-02-07 05:10:39 main:574] : INFO : Epoch 1700 | loss: 0.031191 | val_loss: 0.0311956 | Time: 2652.96 ms [2022-02-07 05:10:42 main:574] : INFO : Epoch 1701 | loss: 0.0311902 | val_loss: 0.0311951 | Time: 2756.06 ms [2022-02-07 05:10:45 main:574] : INFO : Epoch 1702 | loss: 0.0311896 | val_loss: 0.0311947 | Time: 2678.41 ms [2022-02-07 05:10:48 main:574] : INFO : Epoch 1703 | loss: 0.0311893 | val_loss: 0.0311941 | Time: 2780.53 ms [2022-02-07 05:10:50 main:574] : INFO : Epoch 1704 | loss: 0.0311889 | val_loss: 0.031194 | Time: 2832.58 ms [2022-02-07 05:10:53 main:574] : INFO : Epoch 1705 | loss: 0.0311889 | val_loss: 0.031194 | Time: 2660.07 ms [2022-02-07 05:10:56 main:574] : INFO : Epoch 1706 | loss: 0.0311891 | val_loss: 0.0311938 | Time: 2775.93 ms [2022-02-07 05:10:59 main:574] : INFO : Epoch 1707 | loss: 0.0311901 | val_loss: 0.0311967 | Time: 2721.36 ms [2022-02-07 05:11:01 main:574] : INFO : Epoch 1708 | loss: 0.0311901 | val_loss: 0.0311958 | Time: 2657.94 ms [2022-02-07 05:11:04 main:574] : INFO : Epoch 1709 | loss: 0.0311965 | val_loss: 0.0311999 | Time: 2765.43 ms [2022-02-07 05:11:07 main:574] : INFO : Epoch 1710 | loss: 0.0311968 | val_loss: 0.0312001 | Time: 2660.23 ms [2022-02-07 05:11:10 main:574] : INFO : Epoch 1711 | loss: 0.0311967 | val_loss: 0.0311984 | Time: 2888 ms [2022-02-07 05:11:12 main:574] : INFO : Epoch 1712 | loss: 0.0311958 | val_loss: 0.0311979 | Time: 2631.68 ms [2022-02-07 05:11:15 main:574] : INFO : Epoch 1713 | loss: 0.0311937 | val_loss: 0.0311974 | Time: 2930.9 ms [2022-02-07 05:11:18 main:574] : INFO : Epoch 1714 | loss: 0.0311931 | val_loss: 0.0311975 | Time: 2831.75 ms [2022-02-07 05:11:21 main:574] : INFO : Epoch 1715 | loss: 0.031192 | val_loss: 0.0311964 | Time: 2765.24 ms [2022-02-07 05:11:24 main:574] : INFO : Epoch 1716 | loss: 0.0311917 | val_loss: 0.0311961 | Time: 2790.82 ms [2022-02-07 05:11:26 main:574] : INFO : Epoch 1717 | loss: 0.031191 | val_loss: 0.0311981 | Time: 2734 ms [2022-02-07 05:11:29 main:574] : INFO : Epoch 1718 | loss: 0.0311922 | val_loss: 0.031198 | Time: 2969.18 ms [2022-02-07 05:11:32 main:574] : INFO : Epoch 1719 | loss: 0.0311921 | val_loss: 0.0311977 | Time: 2700.13 ms [2022-02-07 05:11:35 main:574] : INFO : Epoch 1720 | loss: 0.0311935 | val_loss: 0.031204 | Time: 2689.6 ms [2022-02-07 05:11:37 main:574] : INFO : Epoch 1721 | loss: 0.0311922 | val_loss: 0.0311975 | Time: 2784.64 ms [2022-02-07 05:11:40 main:574] : INFO : Epoch 1722 | loss: 0.0311906 | val_loss: 0.031197 | Time: 2781.69 ms [2022-02-07 05:11:43 main:574] : INFO : Epoch 1723 | loss: 0.0311902 | val_loss: 0.0311971 | Time: 2729.82 ms [2022-02-07 05:11:46 main:574] : INFO : Epoch 1724 | loss: 0.0311904 | val_loss: 0.0311968 | Time: 2822.36 ms [2022-02-07 05:11:49 main:574] : INFO : Epoch 1725 | loss: 0.0311944 | val_loss: 0.0311987 | Time: 2926.53 ms [2022-02-07 05:11:52 main:574] : INFO : Epoch 1726 | loss: 0.0311929 | val_loss: 0.0311981 | Time: 2923.27 ms [2022-02-07 05:11:54 main:574] : INFO : Epoch 1727 | loss: 0.0311916 | val_loss: 0.0311988 | Time: 2695.84 ms [2022-02-07 05:11:57 main:574] : INFO : Epoch 1728 | loss: 0.0311919 | val_loss: 0.0311991 | Time: 2766.89 ms [2022-02-07 05:12:00 main:574] : INFO : Epoch 1729 | loss: 0.031191 | val_loss: 0.0311979 | Time: 3157.36 ms [2022-02-07 05:12:03 main:574] : INFO : Epoch 1730 | loss: 0.0311899 | val_loss: 0.0311968 | Time: 2639.55 ms [2022-02-07 05:12:06 main:574] : INFO : Epoch 1731 | loss: 0.0311895 | val_loss: 0.0311992 | Time: 2741.16 ms [2022-02-07 05:12:09 main:574] : INFO : Epoch 1732 | loss: 0.0311888 | val_loss: 0.0311972 | Time: 2969.32 ms [2022-02-07 05:12:11 main:574] : INFO : Epoch 1733 | loss: 0.0311884 | val_loss: 0.0311972 | Time: 2821.26 ms [2022-02-07 05:12:14 main:574] : INFO : Epoch 1734 | loss: 0.0311882 | val_loss: 0.0311969 | Time: 2881.56 ms [2022-02-07 05:12:17 main:574] : INFO : Epoch 1735 | loss: 0.0311885 | val_loss: 0.0311955 | Time: 2669.28 ms [2022-02-07 05:12:20 main:574] : INFO : Epoch 1736 | loss: 0.031189 | val_loss: 0.031196 | Time: 2782.19 ms [2022-02-07 05:12:22 main:574] : INFO : Epoch 1737 | loss: 0.0311883 | val_loss: 0.0311958 | Time: 2649.27 ms [2022-02-07 05:12:25 main:574] : INFO : Epoch 1738 | loss: 0.0311882 | val_loss: 0.0311957 | Time: 2657.59 ms [2022-02-07 05:12:28 main:574] : INFO : Epoch 1739 | loss: 0.0311877 | val_loss: 0.0311949 | Time: 2684.3 ms [2022-02-07 05:12:30 main:574] : INFO : Epoch 1740 | loss: 0.0311871 | val_loss: 0.0311946 | Time: 2629.81 ms [2022-02-07 05:12:33 main:574] : INFO : Epoch 1741 | loss: 0.0311875 | val_loss: 0.0311944 | Time: 2663.01 ms [2022-02-07 05:12:36 main:574] : INFO : Epoch 1742 | loss: 0.0311866 | val_loss: 0.0311942 | Time: 2704.57 ms [2022-02-07 05:12:38 main:574] : INFO : Epoch 1743 | loss: 0.031188 | val_loss: 0.031202 | Time: 2699.67 ms [2022-02-07 05:12:41 main:574] : INFO : Epoch 1744 | loss: 0.0311891 | val_loss: 0.031195 | Time: 2950.13 ms [2022-02-07 05:12:44 main:574] : INFO : Epoch 1745 | loss: 0.0311888 | val_loss: 0.0311977 | Time: 2723.76 ms [2022-02-07 05:12:47 main:574] : INFO : Epoch 1746 | loss: 0.0311875 | val_loss: 0.0311954 | Time: 2677.63 ms [2022-02-07 05:12:50 main:574] : INFO : Epoch 1747 | loss: 0.0311867 | val_loss: 0.031195 | Time: 2733.17 ms [2022-02-07 05:12:52 main:574] : INFO : Epoch 1748 | loss: 0.031186 | val_loss: 0.0311949 | Time: 2851.01 ms [2022-02-07 05:12:55 main:574] : INFO : Epoch 1749 | loss: 0.0311872 | val_loss: 0.0311958 | Time: 2892.28 ms [2022-02-07 05:12:58 main:574] : INFO : Epoch 1750 | loss: 0.0311857 | val_loss: 0.0311952 | Time: 2640.98 ms [2022-02-07 05:13:01 main:574] : INFO : Epoch 1751 | loss: 0.031186 | val_loss: 0.0311954 | Time: 2711.89 ms [2022-02-07 05:13:04 main:574] : INFO : Epoch 1752 | loss: 0.031189 | val_loss: 0.0312018 | Time: 3009.63 ms [2022-02-07 05:13:06 main:574] : INFO : Epoch 1753 | loss: 0.0311891 | val_loss: 0.0311971 | Time: 2695.45 ms [2022-02-07 05:13:09 main:574] : INFO : Epoch 1754 | loss: 0.031186 | val_loss: 0.0311951 | Time: 2800.8 ms [2022-02-07 05:13:12 main:574] : INFO : Epoch 1755 | loss: 0.0311846 | val_loss: 0.0311963 | Time: 2837.67 ms [2022-02-07 05:13:15 main:574] : INFO : Epoch 1756 | loss: 0.0311857 | val_loss: 0.0311955 | Time: 2917.68 ms [2022-02-07 05:13:18 main:574] : INFO : Epoch 1757 | loss: 0.0311848 | val_loss: 0.0311955 | Time: 2899.47 ms [2022-02-07 05:13:21 main:574] : INFO : Epoch 1758 | loss: 0.0311843 | val_loss: 0.0311952 | Time: 2931.28 ms [2022-02-07 05:13:24 main:574] : INFO : Epoch 1759 | loss: 0.0311847 | val_loss: 0.0311985 | Time: 2941.08 ms [2022-02-07 05:13:27 main:574] : INFO : Epoch 1760 | loss: 0.0311844 | val_loss: 0.0311953 | Time: 2827.4 ms [2022-02-07 05:13:30 main:574] : INFO : Epoch 1761 | loss: 0.0311851 | val_loss: 0.0311948 | Time: 3042.73 ms [2022-02-07 05:13:32 main:574] : INFO : Epoch 1762 | loss: 0.0311849 | val_loss: 0.0311983 | Time: 2682.57 ms [2022-02-07 05:13:35 main:574] : INFO : Epoch 1763 | loss: 0.0311848 | val_loss: 0.0311955 | Time: 2724.9 ms [2022-02-07 05:13:48 main:574] : INFO : Epoch 1764 | loss: 0.0311839 | val_loss: 0.0311945 | Time: 12906.3 ms [2022-02-07 05:13:51 main:574] : INFO : Epoch 1765 | loss: 0.0311844 | val_loss: 0.031195 | Time: 2741.64 ms [2022-02-07 05:13:54 main:574] : INFO : Epoch 1766 | loss: 0.031184 | val_loss: 0.0311965 | Time: 2892.68 ms [2022-02-07 05:13:56 main:574] : INFO : Epoch 1767 | loss: 0.0311841 | val_loss: 0.0311968 | Time: 2777.61 ms [2022-02-07 05:13:59 main:574] : INFO : Epoch 1768 | loss: 0.0311867 | val_loss: 0.0311983 | Time: 2919.46 ms [2022-02-07 05:14:02 main:574] : INFO : Epoch 1769 | loss: 0.0311847 | val_loss: 0.0311958 | Time: 2711.61 ms [2022-02-07 05:14:05 main:574] : INFO : Epoch 1770 | loss: 0.0311842 | val_loss: 0.0311968 | Time: 2790.34 ms [2022-02-07 05:14:07 main:574] : INFO : Epoch 1771 | loss: 0.0311839 | val_loss: 0.0311955 | Time: 2646.41 ms [2022-02-07 05:14:10 main:574] : INFO : Epoch 1772 | loss: 0.0311833 | val_loss: 0.0311968 | Time: 2751.67 ms [2022-02-07 05:14:13 main:574] : INFO : Epoch 1773 | loss: 0.0311833 | val_loss: 0.0311964 | Time: 2677.63 ms [2022-02-07 05:14:16 main:574] : INFO : Epoch 1774 | loss: 0.031183 | val_loss: 0.0311959 | Time: 2943.72 ms [2022-02-07 05:14:18 main:574] : INFO : Epoch 1775 | loss: 0.0311831 | val_loss: 0.0311963 | Time: 2668.13 ms [2022-02-07 05:14:21 main:574] : INFO : Epoch 1776 | loss: 0.0311827 | val_loss: 0.0311948 | Time: 2647.13 ms [2022-02-07 05:14:24 main:574] : INFO : Epoch 1777 | loss: 0.0311824 | val_loss: 0.0311951 | Time: 2846.69 ms [2022-02-07 05:14:27 main:574] : INFO : Epoch 1778 | loss: 0.0311819 | val_loss: 0.0311952 | Time: 2745.48 ms [2022-02-07 05:14:29 main:574] : INFO : Epoch 1779 | loss: 0.0311821 | val_loss: 0.0311952 | Time: 2707.23 ms [2022-02-07 05:14:32 main:574] : INFO : Epoch 1780 | loss: 0.0311833 | val_loss: 0.0311996 | Time: 2874.19 ms [2022-02-07 05:14:35 main:574] : INFO : Epoch 1781 | loss: 0.0311836 | val_loss: 0.0311949 | Time: 2678.96 ms [2022-02-07 05:14:38 main:574] : INFO : Epoch 1782 | loss: 0.0311833 | val_loss: 0.0311959 | Time: 2865.58 ms [2022-02-07 05:14:40 main:574] : INFO : Epoch 1783 | loss: 0.031184 | val_loss: 0.0311951 | Time: 2706.3 ms [2022-02-07 05:14:43 main:574] : INFO : Epoch 1784 | loss: 0.0311834 | val_loss: 0.0311953 | Time: 2782.39 ms [2022-02-07 05:14:46 main:574] : INFO : Epoch 1785 | loss: 0.0311827 | val_loss: 0.0311963 | Time: 2746.88 ms [2022-02-07 05:14:49 main:574] : INFO : Epoch 1786 | loss: 0.0311827 | val_loss: 0.0311973 | Time: 2891.23 ms [2022-02-07 05:14:52 main:574] : INFO : Epoch 1787 | loss: 0.0311828 | val_loss: 0.031195 | Time: 3038.23 ms [2022-02-07 05:14:55 main:574] : INFO : Epoch 1788 | loss: 0.0311827 | val_loss: 0.031195 | Time: 2675.54 ms [2022-02-07 05:14:57 main:574] : INFO : Epoch 1789 | loss: 0.0311876 | val_loss: 0.0312019 | Time: 2799.08 ms [2022-02-07 05:15:00 main:574] : INFO : Epoch 1790 | loss: 0.0311874 | val_loss: 0.0312032 | Time: 2868.87 ms [2022-02-07 05:15:03 main:574] : INFO : Epoch 1791 | loss: 0.0311916 | val_loss: 0.0311985 | Time: 2821 ms [2022-02-07 05:15:06 main:574] : INFO : Epoch 1792 | loss: 0.0311905 | val_loss: 0.0311967 | Time: 2679.75 ms [2022-02-07 05:15:09 main:574] : INFO : Epoch 1793 | loss: 0.0311912 | val_loss: 0.0311967 | Time: 2776.15 ms [2022-02-07 05:15:11 main:574] : INFO : Epoch 1794 | loss: 0.0311902 | val_loss: 0.0311961 | Time: 2734.3 ms [2022-02-07 05:15:14 main:574] : INFO : Epoch 1795 | loss: 0.031191 | val_loss: 0.0311976 | Time: 2636.94 ms [2022-02-07 05:15:17 main:574] : INFO : Epoch 1796 | loss: 0.03119 | val_loss: 0.0311955 | Time: 2793.13 ms [2022-02-07 05:15:20 main:574] : INFO : Epoch 1797 | loss: 0.0311892 | val_loss: 0.0311965 | Time: 2780.47 ms [2022-02-07 05:15:22 main:574] : INFO : Epoch 1798 | loss: 0.0311888 | val_loss: 0.0311965 | Time: 2690.48 ms [2022-02-07 05:15:25 main:574] : INFO : Epoch 1799 | loss: 0.031189 | val_loss: 0.0311961 | Time: 2873.59 ms [2022-02-07 05:15:28 main:574] : INFO : Epoch 1800 | loss: 0.0311883 | val_loss: 0.0311956 | Time: 2784.02 ms [2022-02-07 05:15:31 main:574] : INFO : Epoch 1801 | loss: 0.0311879 | val_loss: 0.0311967 | Time: 2656.38 ms [2022-02-07 05:15:34 main:574] : INFO : Epoch 1802 | loss: 0.0311871 | val_loss: 0.0311944 | Time: 3003.2 ms [2022-02-07 05:15:36 main:574] : INFO : Epoch 1803 | loss: 0.0311864 | val_loss: 0.0311966 | Time: 2742.57 ms [2022-02-07 05:15:39 main:574] : INFO : Epoch 1804 | loss: 0.0311877 | val_loss: 0.0311943 | Time: 2764.79 ms [2022-02-07 05:15:42 main:574] : INFO : Epoch 1805 | loss: 0.0311869 | val_loss: 0.0311945 | Time: 2755.05 ms [2022-02-07 05:15:44 main:574] : INFO : Epoch 1806 | loss: 0.0311859 | val_loss: 0.0311939 | Time: 2626.91 ms [2022-02-07 05:15:47 main:574] : INFO : Epoch 1807 | loss: 0.0311906 | val_loss: 0.031201 | Time: 2835.27 ms [2022-02-07 05:15:50 main:574] : INFO : Epoch 1808 | loss: 0.0311999 | val_loss: 0.0312004 | Time: 2873.65 ms [2022-02-07 05:15:53 main:574] : INFO : Epoch 1809 | loss: 0.0312003 | val_loss: 0.0312001 | Time: 2675 ms [2022-02-07 05:15:56 main:574] : INFO : Epoch 1810 | loss: 0.0311985 | val_loss: 0.0311976 | Time: 2697.25 ms [2022-02-07 05:15:58 main:574] : INFO : Epoch 1811 | loss: 0.031197 | val_loss: 0.0311996 | Time: 2650.08 ms [2022-02-07 05:16:01 main:574] : INFO : Epoch 1812 | loss: 0.0311949 | val_loss: 0.0311976 | Time: 2702.01 ms [2022-02-07 05:16:04 main:574] : INFO : Epoch 1813 | loss: 0.0311938 | val_loss: 0.0311979 | Time: 2774.84 ms [2022-02-07 05:16:07 main:574] : INFO : Epoch 1814 | loss: 0.0311933 | val_loss: 0.0311961 | Time: 2888.35 ms [2022-02-07 05:16:09 main:574] : INFO : Epoch 1815 | loss: 0.0311928 | val_loss: 0.0311981 | Time: 2630.39 ms [2022-02-07 05:16:12 main:574] : INFO : Epoch 1816 | loss: 0.0311943 | val_loss: 0.0311983 | Time: 2727.23 ms [2022-02-07 05:16:15 main:574] : INFO : Epoch 1817 | loss: 0.0311943 | val_loss: 0.0311979 | Time: 2659.85 ms [2022-02-07 05:16:17 main:574] : INFO : Epoch 1818 | loss: 0.0311928 | val_loss: 0.031198 | Time: 2660.53 ms [2022-02-07 05:16:20 main:574] : INFO : Epoch 1819 | loss: 0.0311932 | val_loss: 0.0311975 | Time: 2960.11 ms [2022-02-07 05:16:23 main:574] : INFO : Epoch 1820 | loss: 0.0311917 | val_loss: 0.031195 | Time: 2732.51 ms [2022-02-07 05:16:26 main:574] : INFO : Epoch 1821 | loss: 0.0311911 | val_loss: 0.0311953 | Time: 2805.32 ms [2022-02-07 05:16:28 main:574] : INFO : Epoch 1822 | loss: 0.0311922 | val_loss: 0.0311978 | Time: 2746.28 ms [2022-02-07 05:16:31 main:574] : INFO : Epoch 1823 | loss: 0.0311917 | val_loss: 0.0311955 | Time: 2836.66 ms [2022-02-07 05:16:34 main:574] : INFO : Epoch 1824 | loss: 0.0311905 | val_loss: 0.0311961 | Time: 2628.59 ms [2022-02-07 05:16:37 main:574] : INFO : Epoch 1825 | loss: 0.0311905 | val_loss: 0.0311958 | Time: 3016.12 ms [2022-02-07 05:16:40 main:574] : INFO : Epoch 1826 | loss: 0.0311902 | val_loss: 0.0312003 | Time: 2796.79 ms [2022-02-07 05:16:43 main:574] : INFO : Epoch 1827 | loss: 0.0311913 | val_loss: 0.0311991 | Time: 2742.06 ms [2022-02-07 05:16:45 main:574] : INFO : Epoch 1828 | loss: 0.0311903 | val_loss: 0.0311949 | Time: 2723.66 ms [2022-02-07 05:16:48 main:574] : INFO : Epoch 1829 | loss: 0.0311891 | val_loss: 0.0311946 | Time: 2662.45 ms [2022-02-07 05:16:51 main:574] : INFO : Epoch 1830 | loss: 0.0311891 | val_loss: 0.0311954 | Time: 2665.01 ms [2022-02-07 05:16:53 main:574] : INFO : Epoch 1831 | loss: 0.0311904 | val_loss: 0.031196 | Time: 2700.74 ms [2022-02-07 05:16:56 main:574] : INFO : Epoch 1832 | loss: 0.0311891 | val_loss: 0.0311961 | Time: 2717.59 ms [2022-02-07 05:16:59 main:574] : INFO : Epoch 1833 | loss: 0.0311892 | val_loss: 0.0311947 | Time: 2732.83 ms [2022-02-07 05:17:01 main:574] : INFO : Epoch 1834 | loss: 0.0311891 | val_loss: 0.0311962 | Time: 2663.96 ms [2022-02-07 05:17:04 main:574] : INFO : Epoch 1835 | loss: 0.0311904 | val_loss: 0.0311997 | Time: 2697.54 ms [2022-02-07 05:17:07 main:574] : INFO : Epoch 1836 | loss: 0.0311884 | val_loss: 0.0311965 | Time: 2811.79 ms [2022-02-07 05:17:10 main:574] : INFO : Epoch 1837 | loss: 0.0311883 | val_loss: 0.0311959 | Time: 2651.47 ms [2022-02-07 05:17:12 main:574] : INFO : Epoch 1838 | loss: 0.0311886 | val_loss: 0.0311957 | Time: 2664.5 ms [2022-02-07 05:17:15 main:574] : INFO : Epoch 1839 | loss: 0.0311889 | val_loss: 0.0311977 | Time: 2719.84 ms [2022-02-07 05:17:18 main:574] : INFO : Epoch 1840 | loss: 0.0311883 | val_loss: 0.0311959 | Time: 2725.78 ms [2022-02-07 05:17:20 main:574] : INFO : Epoch 1841 | loss: 0.0311882 | val_loss: 0.0311964 | Time: 2692.68 ms [2022-02-07 05:17:23 main:574] : INFO : Epoch 1842 | loss: 0.0311897 | val_loss: 0.0311983 | Time: 2730.8 ms [2022-02-07 05:17:26 main:574] : INFO : Epoch 1843 | loss: 0.0311892 | val_loss: 0.0311961 | Time: 2799.94 ms [2022-02-07 05:17:29 main:574] : INFO : Epoch 1844 | loss: 0.0311892 | val_loss: 0.0311963 | Time: 2656.73 ms [2022-02-07 05:17:31 main:574] : INFO : Epoch 1845 | loss: 0.0311887 | val_loss: 0.0311972 | Time: 2665.82 ms [2022-02-07 05:17:34 main:574] : INFO : Epoch 1846 | loss: 0.0311896 | val_loss: 0.0311971 | Time: 2910.52 ms [2022-02-07 05:17:37 main:574] : INFO : Epoch 1847 | loss: 0.031189 | val_loss: 0.0311952 | Time: 2741.89 ms [2022-02-07 05:17:40 main:574] : INFO : Epoch 1848 | loss: 0.0311884 | val_loss: 0.0311992 | Time: 2762 ms [2022-02-07 05:17:42 main:574] : INFO : Epoch 1849 | loss: 0.0311907 | val_loss: 0.031197 | Time: 2619.93 ms [2022-02-07 05:17:45 main:574] : INFO : Epoch 1850 | loss: 0.0311905 | val_loss: 0.0311969 | Time: 2864.94 ms [2022-02-07 05:17:48 main:574] : INFO : Epoch 1851 | loss: 0.0311892 | val_loss: 0.0311959 | Time: 2741.45 ms [2022-02-07 05:17:51 main:574] : INFO : Epoch 1852 | loss: 0.0311891 | val_loss: 0.0311962 | Time: 2859.11 ms [2022-02-07 05:17:54 main:574] : INFO : Epoch 1853 | loss: 0.031188 | val_loss: 0.0311947 | Time: 2966.52 ms [2022-02-07 05:17:57 main:574] : INFO : Epoch 1854 | loss: 0.0311874 | val_loss: 0.0311966 | Time: 2854.73 ms [2022-02-07 05:17:59 main:574] : INFO : Epoch 1855 | loss: 0.0311873 | val_loss: 0.0311953 | Time: 2748.19 ms [2022-02-07 05:18:02 main:574] : INFO : Epoch 1856 | loss: 0.0311874 | val_loss: 0.0311949 | Time: 2747.48 ms [2022-02-07 05:18:05 main:574] : INFO : Epoch 1857 | loss: 0.0311864 | val_loss: 0.0311965 | Time: 2644.42 ms [2022-02-07 05:18:08 main:574] : INFO : Epoch 1858 | loss: 0.0311871 | val_loss: 0.0311961 | Time: 2807.28 ms [2022-02-07 05:18:10 main:574] : INFO : Epoch 1859 | loss: 0.0311872 | val_loss: 0.0311981 | Time: 2752.22 ms [2022-02-07 05:18:13 main:574] : INFO : Epoch 1860 | loss: 0.031187 | val_loss: 0.0311956 | Time: 2743.44 ms [2022-02-07 05:18:16 main:574] : INFO : Epoch 1861 | loss: 0.0311865 | val_loss: 0.0311951 | Time: 2819.7 ms [2022-02-07 05:18:19 main:574] : INFO : Epoch 1862 | loss: 0.0311862 | val_loss: 0.0311958 | Time: 2724.98 ms [2022-02-07 05:18:22 main:574] : INFO : Epoch 1863 | loss: 0.0311866 | val_loss: 0.0311954 | Time: 3026.18 ms [2022-02-07 05:18:24 main:574] : INFO : Epoch 1864 | loss: 0.031186 | val_loss: 0.0311962 | Time: 2659.83 ms [2022-02-07 05:18:27 main:574] : INFO : Epoch 1865 | loss: 0.0311868 | val_loss: 0.0311961 | Time: 2880.77 ms [2022-02-07 05:18:30 main:574] : INFO : Epoch 1866 | loss: 0.0311867 | val_loss: 0.0311957 | Time: 2799.33 ms [2022-02-07 05:18:33 main:574] : INFO : Epoch 1867 | loss: 0.0311876 | val_loss: 0.0311953 | Time: 2874.38 ms [2022-02-07 05:18:36 main:574] : INFO : Epoch 1868 | loss: 0.0311862 | val_loss: 0.0311958 | Time: 2809.48 ms [2022-02-07 05:18:39 main:574] : INFO : Epoch 1869 | loss: 0.0311863 | val_loss: 0.0311946 | Time: 3006.45 ms [2022-02-07 05:18:41 main:574] : INFO : Epoch 1870 | loss: 0.0311865 | val_loss: 0.0311941 | Time: 2859.07 ms [2022-02-07 05:18:44 main:574] : INFO : Epoch 1871 | loss: 0.0311867 | val_loss: 0.0311956 | Time: 2676.04 ms [2022-02-07 05:18:47 main:574] : INFO : Epoch 1872 | loss: 0.03119 | val_loss: 0.0311992 | Time: 2833.3 ms [2022-02-07 05:18:50 main:574] : INFO : Epoch 1873 | loss: 0.0311925 | val_loss: 0.0311995 | Time: 2948.95 ms [2022-02-07 05:18:53 main:574] : INFO : Epoch 1874 | loss: 0.0311911 | val_loss: 0.0311979 | Time: 2655.61 ms [2022-02-07 05:18:55 main:574] : INFO : Epoch 1875 | loss: 0.03119 | val_loss: 0.0311991 | Time: 2743.91 ms [2022-02-07 05:19:08 main:574] : INFO : Epoch 1876 | loss: 0.0311901 | val_loss: 0.0311967 | Time: 12718.7 ms [2022-02-07 05:19:11 main:574] : INFO : Epoch 1877 | loss: 0.0311881 | val_loss: 0.031196 | Time: 2623.6 ms [2022-02-07 05:19:14 main:574] : INFO : Epoch 1878 | loss: 0.0311872 | val_loss: 0.0311971 | Time: 2845.53 ms [2022-02-07 05:19:16 main:574] : INFO : Epoch 1879 | loss: 0.031188 | val_loss: 0.0311966 | Time: 2668.97 ms [2022-02-07 05:19:19 main:574] : INFO : Epoch 1880 | loss: 0.0311874 | val_loss: 0.0311959 | Time: 2768.43 ms [2022-02-07 05:19:22 main:574] : INFO : Epoch 1881 | loss: 0.0311872 | val_loss: 0.0311966 | Time: 2837.1 ms [2022-02-07 05:19:25 main:574] : INFO : Epoch 1882 | loss: 0.0311871 | val_loss: 0.0311958 | Time: 2782.26 ms [2022-02-07 05:19:27 main:574] : INFO : Epoch 1883 | loss: 0.0311866 | val_loss: 0.0311967 | Time: 2844.7 ms [2022-02-07 05:19:30 main:574] : INFO : Epoch 1884 | loss: 0.0311864 | val_loss: 0.0311953 | Time: 2701.85 ms [2022-02-07 05:19:33 main:574] : INFO : Epoch 1885 | loss: 0.0311883 | val_loss: 0.0312008 | Time: 2685.44 ms [2022-02-07 05:19:36 main:574] : INFO : Epoch 1886 | loss: 0.0311866 | val_loss: 0.0311958 | Time: 2824.72 ms [2022-02-07 05:19:38 main:574] : INFO : Epoch 1887 | loss: 0.0311879 | val_loss: 0.0312009 | Time: 2736.28 ms [2022-02-07 05:19:41 main:574] : INFO : Epoch 1888 | loss: 0.031189 | val_loss: 0.0311984 | Time: 2767.26 ms [2022-02-07 05:19:44 main:574] : INFO : Epoch 1889 | loss: 0.031185 | val_loss: 0.0311953 | Time: 2796 ms [2022-02-07 05:19:47 main:574] : INFO : Epoch 1890 | loss: 0.0311853 | val_loss: 0.0311961 | Time: 2786.79 ms [2022-02-07 05:19:49 main:574] : INFO : Epoch 1891 | loss: 0.0311855 | val_loss: 0.0311971 | Time: 2720.41 ms [2022-02-07 05:19:52 main:574] : INFO : Epoch 1892 | loss: 0.0311852 | val_loss: 0.031197 | Time: 2882.61 ms [2022-02-07 05:19:55 main:574] : INFO : Epoch 1893 | loss: 0.0311847 | val_loss: 0.0311978 | Time: 2848.77 ms [2022-02-07 05:19:58 main:574] : INFO : Epoch 1894 | loss: 0.0311852 | val_loss: 0.0311985 | Time: 2760.16 ms [2022-02-07 05:20:01 main:574] : INFO : Epoch 1895 | loss: 0.0311846 | val_loss: 0.031197 | Time: 2707.42 ms [2022-02-07 05:20:03 main:574] : INFO : Epoch 1896 | loss: 0.0311858 | val_loss: 0.0311965 | Time: 2662.41 ms [2022-02-07 05:20:06 main:574] : INFO : Epoch 1897 | loss: 0.0311853 | val_loss: 0.0311966 | Time: 2652.68 ms [2022-02-07 05:20:09 main:574] : INFO : Epoch 1898 | loss: 0.0311841 | val_loss: 0.0311947 | Time: 2658.58 ms [2022-02-07 05:20:11 main:574] : INFO : Epoch 1899 | loss: 0.0311839 | val_loss: 0.0311972 | Time: 2628.57 ms [2022-02-07 05:20:14 main:574] : INFO : Epoch 1900 | loss: 0.031184 | val_loss: 0.0311956 | Time: 2861.84 ms [2022-02-07 05:20:17 main:574] : INFO : Epoch 1901 | loss: 0.0311838 | val_loss: 0.0311963 | Time: 2701.02 ms [2022-02-07 05:20:20 main:574] : INFO : Epoch 1902 | loss: 0.031184 | val_loss: 0.0311948 | Time: 2689.5 ms [2022-02-07 05:20:22 main:574] : INFO : Epoch 1903 | loss: 0.0311838 | val_loss: 0.0311958 | Time: 2672.41 ms [2022-02-07 05:20:25 main:574] : INFO : Epoch 1904 | loss: 0.0311852 | val_loss: 0.031195 | Time: 2692.76 ms [2022-02-07 05:20:28 main:574] : INFO : Epoch 1905 | loss: 0.0311848 | val_loss: 0.0311963 | Time: 2713.2 ms [2022-02-07 05:20:30 main:574] : INFO : Epoch 1906 | loss: 0.0311872 | val_loss: 0.0311975 | Time: 2797.55 ms [2022-02-07 05:20:33 main:574] : INFO : Epoch 1907 | loss: 0.0311943 | val_loss: 0.0311996 | Time: 2733.93 ms [2022-02-07 05:20:36 main:574] : INFO : Epoch 1908 | loss: 0.0311934 | val_loss: 0.031197 | Time: 2627.17 ms [2022-02-07 05:20:38 main:574] : INFO : Epoch 1909 | loss: 0.0311927 | val_loss: 0.0311918 | Time: 2699.89 ms [2022-02-07 05:20:41 main:574] : INFO : Epoch 1910 | loss: 0.0311916 | val_loss: 0.0311956 | Time: 2724.15 ms [2022-02-07 05:20:44 main:574] : INFO : Epoch 1911 | loss: 0.0311915 | val_loss: 0.0311938 | Time: 2669.97 ms [2022-02-07 05:20:47 main:574] : INFO : Epoch 1912 | loss: 0.0311943 | val_loss: 0.0312005 | Time: 2922.26 ms [2022-02-07 05:20:50 main:574] : INFO : Epoch 1913 | loss: 0.0312014 | val_loss: 0.0312059 | Time: 2793.91 ms [2022-02-07 05:20:52 main:574] : INFO : Epoch 1914 | loss: 0.0312064 | val_loss: 0.0312075 | Time: 2808.16 ms [2022-02-07 05:20:55 main:574] : INFO : Epoch 1915 | loss: 0.0312069 | val_loss: 0.0312058 | Time: 2895.06 ms [2022-02-07 05:20:58 main:574] : INFO : Epoch 1916 | loss: 0.0312052 | val_loss: 0.031205 | Time: 2777.51 ms [2022-02-07 05:21:01 main:574] : INFO : Epoch 1917 | loss: 0.0312048 | val_loss: 0.0312048 | Time: 2807.69 ms [2022-02-07 05:21:04 main:574] : INFO : Epoch 1918 | loss: 0.0312059 | val_loss: 0.0312051 | Time: 2654.36 ms [2022-02-07 05:21:06 main:574] : INFO : Epoch 1919 | loss: 0.0312014 | val_loss: 0.031204 | Time: 2704.57 ms [2022-02-07 05:21:09 main:574] : INFO : Epoch 1920 | loss: 0.0311997 | val_loss: 0.0312017 | Time: 2976.47 ms [2022-02-07 05:21:12 main:574] : INFO : Epoch 1921 | loss: 0.0311988 | val_loss: 0.0312017 | Time: 2727.37 ms [2022-02-07 05:21:15 main:574] : INFO : Epoch 1922 | loss: 0.0311987 | val_loss: 0.0312033 | Time: 2922.17 ms [2022-02-07 05:21:18 main:574] : INFO : Epoch 1923 | loss: 0.0311991 | val_loss: 0.0312001 | Time: 2828.77 ms [2022-02-07 05:21:21 main:574] : INFO : Epoch 1924 | loss: 0.0311974 | val_loss: 0.0312005 | Time: 2872.93 ms [2022-02-07 05:21:23 main:574] : INFO : Epoch 1925 | loss: 0.0311979 | val_loss: 0.0312079 | Time: 2698.34 ms [2022-02-07 05:21:26 main:574] : INFO : Epoch 1926 | loss: 0.0311988 | val_loss: 0.0312018 | Time: 2736.15 ms [2022-02-07 05:21:29 main:574] : INFO : Epoch 1927 | loss: 0.0311972 | val_loss: 0.0312007 | Time: 2692.36 ms [2022-02-07 05:21:31 main:574] : INFO : Epoch 1928 | loss: 0.0311962 | val_loss: 0.0311998 | Time: 2655.02 ms [2022-02-07 05:21:34 main:574] : INFO : Epoch 1929 | loss: 0.0311967 | val_loss: 0.0312037 | Time: 2741.79 ms [2022-02-07 05:21:37 main:574] : INFO : Epoch 1930 | loss: 0.0311973 | val_loss: 0.0312007 | Time: 2692.75 ms [2022-02-07 05:21:40 main:574] : INFO : Epoch 1931 | loss: 0.0311969 | val_loss: 0.0312008 | Time: 2742.24 ms [2022-02-07 05:21:42 main:574] : INFO : Epoch 1932 | loss: 0.0311963 | val_loss: 0.0312003 | Time: 2731.43 ms [2022-02-07 05:21:45 main:574] : INFO : Epoch 1933 | loss: 0.0311958 | val_loss: 0.0312039 | Time: 2814.95 ms [2022-02-07 05:21:48 main:574] : INFO : Epoch 1934 | loss: 0.0311959 | val_loss: 0.0312001 | Time: 2811.2 ms [2022-02-07 05:21:51 main:574] : INFO : Epoch 1935 | loss: 0.0311948 | val_loss: 0.0312001 | Time: 2735.93 ms [2022-02-07 05:21:53 main:574] : INFO : Epoch 1936 | loss: 0.0311945 | val_loss: 0.0312033 | Time: 2685.02 ms [2022-02-07 05:21:56 main:574] : INFO : Epoch 1937 | loss: 0.0311955 | val_loss: 0.0312021 | Time: 2742.98 ms [2022-02-07 05:21:59 main:574] : INFO : Epoch 1938 | loss: 0.0311945 | val_loss: 0.0312009 | Time: 2787.51 ms [2022-02-07 05:22:02 main:574] : INFO : Epoch 1939 | loss: 0.0311947 | val_loss: 0.0312004 | Time: 2898.03 ms [2022-02-07 05:22:05 main:574] : INFO : Epoch 1940 | loss: 0.0311946 | val_loss: 0.0311996 | Time: 2739.7 ms [2022-02-07 05:22:07 main:574] : INFO : Epoch 1941 | loss: 0.031194 | val_loss: 0.0312016 | Time: 2806.6 ms [2022-02-07 05:22:10 main:574] : INFO : Epoch 1942 | loss: 0.0311937 | val_loss: 0.0312016 | Time: 2649.11 ms [2022-02-07 05:22:13 main:574] : INFO : Epoch 1943 | loss: 0.0311954 | val_loss: 0.0312005 | Time: 2716.18 ms [2022-02-07 05:22:15 main:574] : INFO : Epoch 1944 | loss: 0.0311946 | val_loss: 0.0312001 | Time: 2663.84 ms [2022-02-07 05:22:18 main:574] : INFO : Epoch 1945 | loss: 0.0311951 | val_loss: 0.0312034 | Time: 2713.56 ms [2022-02-07 05:22:21 main:574] : INFO : Epoch 1946 | loss: 0.0311964 | val_loss: 0.0311994 | Time: 2756.03 ms [2022-02-07 05:22:24 main:574] : INFO : Epoch 1947 | loss: 0.0311934 | val_loss: 0.0312015 | Time: 2775.39 ms [2022-02-07 05:22:26 main:574] : INFO : Epoch 1948 | loss: 0.0311925 | val_loss: 0.0312004 | Time: 2767 ms [2022-02-07 05:22:29 main:574] : INFO : Epoch 1949 | loss: 0.0311918 | val_loss: 0.031199 | Time: 2787.62 ms [2022-02-07 05:22:32 main:574] : INFO : Epoch 1950 | loss: 0.0311923 | val_loss: 0.0312009 | Time: 2643.86 ms [2022-02-07 05:22:35 main:574] : INFO : Epoch 1951 | loss: 0.0311917 | val_loss: 0.0312 | Time: 2795.39 ms [2022-02-07 05:22:37 main:574] : INFO : Epoch 1952 | loss: 0.0311912 | val_loss: 0.0312023 | Time: 2763.21 ms [2022-02-07 05:22:40 main:574] : INFO : Epoch 1953 | loss: 0.0311932 | val_loss: 0.0312013 | Time: 2820.76 ms [2022-02-07 05:22:43 main:574] : INFO : Epoch 1954 | loss: 0.0311909 | val_loss: 0.0312029 | Time: 2742.46 ms [2022-02-07 05:22:46 main:574] : INFO : Epoch 1955 | loss: 0.0311922 | val_loss: 0.0312005 | Time: 2771.71 ms [2022-02-07 05:22:49 main:574] : INFO : Epoch 1956 | loss: 0.0311907 | val_loss: 0.0311995 | Time: 2823.13 ms [2022-02-07 05:22:51 main:574] : INFO : Epoch 1957 | loss: 0.0311914 | val_loss: 0.0312006 | Time: 2827.6 ms [2022-02-07 05:22:54 main:574] : INFO : Epoch 1958 | loss: 0.0311903 | val_loss: 0.0311995 | Time: 2843.25 ms [2022-02-07 05:22:57 main:574] : INFO : Epoch 1959 | loss: 0.0311905 | val_loss: 0.0312 | Time: 2636.6 ms [2022-02-07 05:23:00 main:574] : INFO : Epoch 1960 | loss: 0.0311916 | val_loss: 0.0311993 | Time: 2837.04 ms [2022-02-07 05:23:02 main:574] : INFO : Epoch 1961 | loss: 0.031191 | val_loss: 0.0312022 | Time: 2735.39 ms [2022-02-07 05:23:05 main:574] : INFO : Epoch 1962 | loss: 0.0311911 | val_loss: 0.0312023 | Time: 2799.99 ms [2022-02-07 05:23:08 main:574] : INFO : Epoch 1963 | loss: 0.0311909 | val_loss: 0.0312015 | Time: 2818.67 ms [2022-02-07 05:23:11 main:574] : INFO : Epoch 1964 | loss: 0.0311915 | val_loss: 0.0312004 | Time: 2760.96 ms [2022-02-07 05:23:14 main:574] : INFO : Epoch 1965 | loss: 0.0311929 | val_loss: 0.0312068 | Time: 2834.96 ms [2022-02-07 05:23:16 main:574] : INFO : Epoch 1966 | loss: 0.0311933 | val_loss: 0.0312065 | Time: 2818.16 ms [2022-02-07 05:23:19 main:574] : INFO : Epoch 1967 | loss: 0.0311922 | val_loss: 0.0312002 | Time: 2768.53 ms [2022-02-07 05:23:22 main:574] : INFO : Epoch 1968 | loss: 0.0311905 | val_loss: 0.0312035 | Time: 2720 ms [2022-02-07 05:23:25 main:574] : INFO : Epoch 1969 | loss: 0.0311904 | val_loss: 0.0312002 | Time: 2662.06 ms [2022-02-07 05:23:27 main:574] : INFO : Epoch 1970 | loss: 0.0311898 | val_loss: 0.0312022 | Time: 2752.56 ms [2022-02-07 05:23:30 main:574] : INFO : Epoch 1971 | loss: 0.031191 | val_loss: 0.0312199 | Time: 2726.89 ms [2022-02-07 05:23:33 main:574] : INFO : Epoch 1972 | loss: 0.0312087 | val_loss: 0.0312119 | Time: 2700.88 ms [2022-02-07 05:23:36 main:574] : INFO : Epoch 1973 | loss: 0.0312081 | val_loss: 0.0312063 | Time: 2904.02 ms [2022-02-07 05:23:38 main:574] : INFO : Epoch 1974 | loss: 0.031202 | val_loss: 0.031203 | Time: 2707.51 ms [2022-02-07 05:23:41 main:574] : INFO : Epoch 1975 | loss: 0.0311985 | val_loss: 0.0312027 | Time: 2903.89 ms [2022-02-07 05:23:44 main:574] : INFO : Epoch 1976 | loss: 0.0311986 | val_loss: 0.0312043 | Time: 2746.84 ms [2022-02-07 05:23:47 main:574] : INFO : Epoch 1977 | loss: 0.0311983 | val_loss: 0.0312018 | Time: 2680.29 ms [2022-02-07 05:23:50 main:574] : INFO : Epoch 1978 | loss: 0.0311968 | val_loss: 0.0312014 | Time: 2879.47 ms [2022-02-07 05:23:53 main:574] : INFO : Epoch 1979 | loss: 0.0311962 | val_loss: 0.0312022 | Time: 2909.77 ms [2022-02-07 05:23:55 main:574] : INFO : Epoch 1980 | loss: 0.0311959 | val_loss: 0.0312024 | Time: 2780.29 ms [2022-02-07 05:23:58 main:574] : INFO : Epoch 1981 | loss: 0.0311959 | val_loss: 0.0311997 | Time: 2762.94 ms [2022-02-07 05:24:11 main:574] : INFO : Epoch 1982 | loss: 0.0311937 | val_loss: 0.0312017 | Time: 12938.6 ms [2022-02-07 05:24:14 main:574] : INFO : Epoch 1983 | loss: 0.0311941 | val_loss: 0.0311995 | Time: 2653.63 ms [2022-02-07 05:24:16 main:574] : INFO : Epoch 1984 | loss: 0.0311942 | val_loss: 0.0312026 | Time: 2719.57 ms [2022-02-07 05:24:19 main:574] : INFO : Epoch 1985 | loss: 0.0311941 | val_loss: 0.0312002 | Time: 2868.34 ms [2022-02-07 05:24:22 main:574] : INFO : Epoch 1986 | loss: 0.0311943 | val_loss: 0.0312013 | Time: 2757.75 ms [2022-02-07 05:24:25 main:574] : INFO : Epoch 1987 | loss: 0.0311933 | val_loss: 0.0312001 | Time: 2719.86 ms [2022-02-07 05:24:28 main:574] : INFO : Epoch 1988 | loss: 0.031194 | val_loss: 0.031203 | Time: 2824.85 ms [2022-02-07 05:24:30 main:574] : INFO : Epoch 1989 | loss: 0.0311959 | val_loss: 0.0311986 | Time: 2625.2 ms [2022-02-07 05:24:33 main:574] : INFO : Epoch 1990 | loss: 0.0311929 | val_loss: 0.0311994 | Time: 2676.84 ms [2022-02-07 05:24:36 main:574] : INFO : Epoch 1991 | loss: 0.0311932 | val_loss: 0.0312007 | Time: 2812 ms [2022-02-07 05:24:39 main:574] : INFO : Epoch 1992 | loss: 0.0311956 | val_loss: 0.0311987 | Time: 2970.75 ms [2022-02-07 05:24:41 main:574] : INFO : Epoch 1993 | loss: 0.0311942 | val_loss: 0.0312027 | Time: 2681.52 ms [2022-02-07 05:24:44 main:574] : INFO : Epoch 1994 | loss: 0.0311947 | val_loss: 0.0312006 | Time: 2846.51 ms [2022-02-07 05:24:47 main:574] : INFO : Epoch 1995 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 2730.53 ms [2022-02-07 05:24:50 main:574] : INFO : Epoch 1996 | loss: 0.0311954 | val_loss: 0.0312038 | Time: 2695.66 ms [2022-02-07 05:24:53 main:574] : INFO : Epoch 1997 | loss: 0.0311948 | val_loss: 0.0312001 | Time: 2899 ms [2022-02-07 05:24:55 main:574] : INFO : Epoch 1998 | loss: 0.0311931 | val_loss: 0.0311997 | Time: 2750.59 ms [2022-02-07 05:24:58 main:574] : INFO : Epoch 1999 | loss: 0.0311922 | val_loss: 0.0311998 | Time: 2733.82 ms [2022-02-07 05:25:01 main:574] : INFO : Epoch 2000 | loss: 0.0311926 | val_loss: 0.0311988 | Time: 2702.13 ms [2022-02-07 05:25:03 main:574] : INFO : Epoch 2001 | loss: 0.0311924 | val_loss: 0.0312046 | Time: 2703.18 ms [2022-02-07 05:25:06 main:574] : INFO : Epoch 2002 | loss: 0.0311917 | val_loss: 0.031199 | Time: 2774.57 ms [2022-02-07 05:25:09 main:574] : INFO : Epoch 2003 | loss: 0.031192 | val_loss: 0.0312047 | Time: 2793.05 ms [2022-02-07 05:25:22 main:574] : INFO : Epoch 2004 | loss: 0.0311915 | val_loss: 0.0312028 | Time: 12815.9 ms [2022-02-07 05:25:25 main:574] : INFO : Epoch 2005 | loss: 0.0311951 | val_loss: 0.0312022 | Time: 2660.59 ms [2022-02-07 05:25:27 main:574] : INFO : Epoch 2006 | loss: 0.0311928 | val_loss: 0.031199 | Time: 2966.88 ms [2022-02-07 05:25:30 main:574] : INFO : Epoch 2007 | loss: 0.0311919 | val_loss: 0.0311991 | Time: 2908.88 ms [2022-02-07 05:25:33 main:574] : INFO : Epoch 2008 | loss: 0.0311909 | val_loss: 0.0311999 | Time: 2764.22 ms [2022-02-07 05:25:36 main:574] : INFO : Epoch 2009 | loss: 0.0311907 | val_loss: 0.0311998 | Time: 2721.44 ms [2022-02-07 05:25:39 main:574] : INFO : Epoch 2010 | loss: 0.0311914 | val_loss: 0.0311995 | Time: 2636.14 ms [2022-02-07 05:25:41 main:574] : INFO : Epoch 2011 | loss: 0.0311904 | val_loss: 0.0311996 | Time: 2813.67 ms [2022-02-07 05:25:44 main:574] : INFO : Epoch 2012 | loss: 0.0311904 | val_loss: 0.0311979 | Time: 2655.36 ms [2022-02-07 05:25:47 main:574] : INFO : Epoch 2013 | loss: 0.0311895 | val_loss: 0.0312024 | Time: 2852.52 ms [2022-02-07 05:25:50 main:574] : INFO : Epoch 2014 | loss: 0.0311925 | val_loss: 0.0312006 | Time: 2704.72 ms [2022-02-07 05:25:52 main:574] : INFO : Epoch 2015 | loss: 0.0311908 | val_loss: 0.0311992 | Time: 2799.06 ms [2022-02-07 05:25:55 main:574] : INFO : Epoch 2016 | loss: 0.0311894 | val_loss: 0.0312002 | Time: 2746.67 ms [2022-02-07 05:25:58 main:574] : INFO : Epoch 2017 | loss: 0.0311889 | val_loss: 0.0312005 | Time: 2766.46 ms [2022-02-07 05:26:01 main:574] : INFO : Epoch 2018 | loss: 0.0311895 | val_loss: 0.0311983 | Time: 2666.82 ms [2022-02-07 05:26:03 main:574] : INFO : Epoch 2019 | loss: 0.0311887 | val_loss: 0.0311997 | Time: 2775.71 ms [2022-02-07 05:26:06 main:574] : INFO : Epoch 2020 | loss: 0.0311912 | val_loss: 0.0311993 | Time: 2717.6 ms [2022-02-07 05:26:09 main:574] : INFO : Epoch 2021 | loss: 0.0311928 | val_loss: 0.0312001 | Time: 2713.64 ms [2022-02-07 05:26:11 main:574] : INFO : Epoch 2022 | loss: 0.0311936 | val_loss: 0.0311993 | Time: 2692.88 ms [2022-02-07 05:26:14 main:574] : INFO : Epoch 2023 | loss: 0.0311889 | val_loss: 0.0311996 | Time: 2758.51 ms [2022-02-07 05:26:17 main:574] : INFO : Epoch 2024 | loss: 0.031189 | val_loss: 0.0311987 | Time: 2643.56 ms [2022-02-07 05:26:20 main:574] : INFO : Epoch 2025 | loss: 0.0311899 | val_loss: 0.031199 | Time: 2767.05 ms [2022-02-07 05:26:22 main:574] : INFO : Epoch 2026 | loss: 0.0311893 | val_loss: 0.0311987 | Time: 2625.33 ms [2022-02-07 05:26:25 main:574] : INFO : Epoch 2027 | loss: 0.0311911 | val_loss: 0.0312024 | Time: 2760.84 ms [2022-02-07 05:26:28 main:574] : INFO : Epoch 2028 | loss: 0.0311894 | val_loss: 0.0312014 | Time: 2650.66 ms [2022-02-07 05:26:30 main:574] : INFO : Epoch 2029 | loss: 0.0311888 | val_loss: 0.0311983 | Time: 2702.76 ms [2022-02-07 05:26:33 main:574] : INFO : Epoch 2030 | loss: 0.0311892 | val_loss: 0.0312003 | Time: 2654.08 ms [2022-02-07 05:26:36 main:574] : INFO : Epoch 2031 | loss: 0.0311891 | val_loss: 0.0312024 | Time: 2628.84 ms [2022-02-07 05:26:38 main:574] : INFO : Epoch 2032 | loss: 0.0311929 | val_loss: 0.0311982 | Time: 2742.05 ms [2022-02-07 05:26:41 main:574] : INFO : Epoch 2033 | loss: 0.0311892 | val_loss: 0.0311998 | Time: 2674.43 ms [2022-02-07 05:26:44 main:574] : INFO : Epoch 2034 | loss: 0.0311881 | val_loss: 0.0311995 | Time: 2695.71 ms [2022-02-07 05:26:47 main:574] : INFO : Epoch 2035 | loss: 0.0311885 | val_loss: 0.0312005 | Time: 2781.47 ms [2022-02-07 05:26:50 main:574] : INFO : Epoch 2036 | loss: 0.0311898 | val_loss: 0.0311984 | Time: 3005.81 ms [2022-02-07 05:26:52 main:574] : INFO : Epoch 2037 | loss: 0.0311875 | val_loss: 0.0311985 | Time: 2746.15 ms [2022-02-07 05:26:55 main:574] : INFO : Epoch 2038 | loss: 0.0311868 | val_loss: 0.0311979 | Time: 2868.82 ms [2022-02-07 05:26:58 main:574] : INFO : Epoch 2039 | loss: 0.0311881 | val_loss: 0.0312026 | Time: 2757.67 ms [2022-02-07 05:27:01 main:574] : INFO : Epoch 2040 | loss: 0.0311874 | val_loss: 0.0311991 | Time: 3187.87 ms [2022-02-07 05:27:04 main:574] : INFO : Epoch 2041 | loss: 0.0311882 | val_loss: 0.0312007 | Time: 2770.36 ms [2022-02-07 05:27:07 main:574] : INFO : Epoch 2042 | loss: 0.0311879 | val_loss: 0.0312 | Time: 2804.1 ms [2022-02-07 05:27:10 main:574] : INFO : Epoch 2043 | loss: 0.0311869 | val_loss: 0.0312 | Time: 2879.97 ms [2022-02-07 05:27:12 main:574] : INFO : Epoch 2044 | loss: 0.0311865 | val_loss: 0.0311994 | Time: 2706.65 ms [2022-02-07 05:27:15 main:574] : INFO : Epoch 2045 | loss: 0.0311869 | val_loss: 0.0311986 | Time: 2727.51 ms [2022-02-07 05:27:18 main:574] : INFO : Epoch 2046 | loss: 0.0311854 | val_loss: 0.031199 | Time: 2761.54 ms [2022-02-07 05:27:20 main:574] : INFO : Epoch 2047 | loss: 0.0311865 | val_loss: 0.0311993 | Time: 2636.06 ms [2022-02-07 05:27:23 main:574] : INFO : Epoch 2048 | loss: 0.0311866 | val_loss: 0.0312028 | Time: 2793.41 ms [2022-02-07 05:27:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312028 [2022-02-07 05:27:23 main:603] : INFO : Saving end state to config to file [2022-02-07 05:27:23 main:608] : INFO : Success, exiting.. 05:27:23 (11672): 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)