Task 12253992
| Name | ParityModified-1645992536-2169-0_1 |
| Workunit | 9373986 |
| Created | 28 Feb 2022, 23:28:18 UTC |
| Sent | 1 Mar 2022, 1:10:16 UTC |
| Report deadline | 9 Mar 2022, 1:10:16 UTC |
| Received | 3 Mar 2022, 0:40:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10690 |
| Run time | 1 hours 40 min 42 sec |
| CPU time | 1 hours 39 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,114.64 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> main:574] : INFO : Epoch 1542 | loss: 0.0310924 | val_loss: 0.0311967 | Time: 2914.69 ms [2022-03-03 02:15:16 main:574] : INFO : Epoch 1543 | loss: 0.0310962 | val_loss: 0.0311956 | Time: 2948.56 ms [2022-03-03 02:15:19 main:574] : INFO : Epoch 1544 | loss: 0.031092 | val_loss: 0.0311941 | Time: 2983.96 ms [2022-03-03 02:15:22 main:574] : INFO : Epoch 1545 | loss: 0.0310897 | val_loss: 0.0312027 | Time: 2903.24 ms [2022-03-03 02:15:25 main:574] : INFO : Epoch 1546 | loss: 0.0310861 | val_loss: 0.0312159 | Time: 3095.74 ms [2022-03-03 02:15:28 main:574] : INFO : Epoch 1547 | loss: 0.0310869 | val_loss: 0.0312042 | Time: 3075.43 ms [2022-03-03 02:15:31 main:574] : INFO : Epoch 1548 | loss: 0.031089 | val_loss: 0.0312008 | Time: 2982.01 ms [2022-03-03 02:15:34 main:574] : INFO : Epoch 1549 | loss: 0.0310885 | val_loss: 0.0312169 | Time: 2949.12 ms [2022-03-03 02:15:37 main:574] : INFO : Epoch 1550 | loss: 0.0310931 | val_loss: 0.0311903 | Time: 2924.65 ms [2022-03-03 02:15:40 main:574] : INFO : Epoch 1551 | loss: 0.031089 | val_loss: 0.0311986 | Time: 2977.33 ms [2022-03-03 02:15:43 main:574] : INFO : Epoch 1552 | loss: 0.0310908 | val_loss: 0.0311927 | Time: 2955.46 ms [2022-03-03 02:15:46 main:574] : INFO : Epoch 1553 | loss: 0.031092 | val_loss: 0.0311952 | Time: 2938.92 ms [2022-03-03 02:15:49 main:574] : INFO : Epoch 1554 | loss: 0.0310883 | val_loss: 0.0312035 | Time: 2936.67 ms [2022-03-03 02:15:52 main:574] : INFO : Epoch 1555 | loss: 0.031185 | val_loss: 0.0311888 | Time: 2939.9 ms [2022-03-03 02:15:54 main:574] : INFO : Epoch 1556 | loss: 0.0311756 | val_loss: 0.0311707 | Time: 2976.04 ms [2022-03-03 02:15:57 main:574] : INFO : Epoch 1557 | loss: 0.0311645 | val_loss: 0.0311661 | Time: 2939.44 ms [2022-03-03 02:16:00 main:574] : INFO : Epoch 1558 | loss: 0.0311576 | val_loss: 0.0311602 | Time: 2986.1 ms [2022-03-03 02:16:03 main:574] : INFO : Epoch 1559 | loss: 0.0311523 | val_loss: 0.0311622 | Time: 2929.18 ms [2022-03-03 02:16:06 main:574] : INFO : Epoch 1560 | loss: 0.0311511 | val_loss: 0.0311602 | Time: 2934.29 ms [2022-03-03 02:16:09 main:574] : INFO : Epoch 1561 | loss: 0.031148 | val_loss: 0.0311571 | Time: 3006.52 ms [2022-03-03 02:16:12 main:574] : INFO : Epoch 1562 | loss: 0.031144 | val_loss: 0.0311614 | Time: 2941.19 ms [2022-03-03 02:16:15 main:574] : INFO : Epoch 1563 | loss: 0.0311482 | val_loss: 0.031161 | Time: 2927.09 ms [2022-03-03 02:16:18 main:574] : INFO : Epoch 1564 | loss: 0.0311435 | val_loss: 0.031155 | Time: 2944.38 ms [2022-03-03 02:16:21 main:574] : INFO : Epoch 1565 | loss: 0.0311388 | val_loss: 0.0311555 | Time: 2989.05 ms [2022-03-03 02:16:24 main:574] : INFO : Epoch 1566 | loss: 0.0311379 | val_loss: 0.0311564 | Time: 2954.94 ms [2022-03-03 02:16:27 main:574] : INFO : Epoch 1567 | loss: 0.031137 | val_loss: 0.0311604 | Time: 2885.39 ms [2022-03-03 02:16:30 main:574] : INFO : Epoch 1568 | loss: 0.031136 | val_loss: 0.0311551 | Time: 2964.89 ms [2022-03-03 02:16:33 main:574] : INFO : Epoch 1569 | loss: 0.0311338 | val_loss: 0.0311563 | Time: 3044.95 ms [2022-03-03 02:16:36 main:574] : INFO : Epoch 1570 | loss: 0.0311331 | val_loss: 0.03116 | Time: 2989.58 ms [2022-03-03 02:16:39 main:574] : INFO : Epoch 1571 | loss: 0.0311325 | val_loss: 0.031156 | Time: 2910.29 ms [2022-03-03 02:16:42 main:574] : INFO : Epoch 1572 | loss: 0.0311312 | val_loss: 0.031157 | Time: 2891.34 ms [2022-03-03 02:16:45 main:574] : INFO : Epoch 1573 | loss: 0.0311316 | val_loss: 0.0311656 | Time: 2959.02 ms [2022-03-03 02:16:48 main:574] : INFO : Epoch 1574 | loss: 0.0311327 | val_loss: 0.0311614 | Time: 2893.35 ms [2022-03-03 02:16:51 main:574] : INFO : Epoch 1575 | loss: 0.0311297 | val_loss: 0.0311594 | Time: 2898.84 ms [2022-03-03 02:16:53 main:574] : INFO : Epoch 1576 | loss: 0.0311292 | val_loss: 0.0311583 | Time: 2898.13 ms [2022-03-03 02:16:56 main:574] : INFO : Epoch 1577 | loss: 0.0311302 | val_loss: 0.0311574 | Time: 2923.62 ms [2022-03-03 02:16:59 main:574] : INFO : Epoch 1578 | loss: 0.0311304 | val_loss: 0.031161 | Time: 2915.08 ms [2022-03-03 02:17:02 main:574] : INFO : Epoch 1579 | loss: 0.0311282 | val_loss: 0.031158 | Time: 2904.79 ms [2022-03-03 02:17:05 main:574] : INFO : Epoch 1580 | loss: 0.0311266 | val_loss: 0.0311583 | Time: 2967.9 ms [2022-03-03 02:17:08 main:574] : INFO : Epoch 1581 | loss: 0.0311272 | val_loss: 0.0311645 | Time: 2935.92 ms [2022-03-03 02:17:11 main:574] : INFO : Epoch 1582 | loss: 0.0311273 | val_loss: 0.0311607 | Time: 2912.97 ms [2022-03-03 02:17:14 main:574] : INFO : Epoch 1583 | loss: 0.0311249 | val_loss: 0.0311639 | Time: 2938.51 ms [2022-03-03 02:17:17 main:574] : INFO : Epoch 1584 | loss: 0.0311242 | val_loss: 0.0311625 | Time: 2952.68 ms [2022-03-03 02:17:20 main:574] : INFO : Epoch 1585 | loss: 0.0311307 | val_loss: 0.0311671 | Time: 3000.09 ms [2022-03-03 02:17:23 main:574] : INFO : Epoch 1586 | loss: 0.0311347 | val_loss: 0.0311627 | Time: 2963.26 ms [2022-03-03 02:17:26 main:574] : INFO : Epoch 1587 | loss: 0.031129 | val_loss: 0.0311561 | Time: 2938.58 ms [2022-03-03 02:17:29 main:574] : INFO : Epoch 1588 | loss: 0.031124 | val_loss: 0.0311569 | Time: 2954.01 ms [2022-03-03 02:17:32 main:574] : INFO : Epoch 1589 | loss: 0.0311247 | val_loss: 0.0311628 | Time: 2943.95 ms [2022-03-03 02:17:35 main:574] : INFO : Epoch 1590 | loss: 0.0311256 | val_loss: 0.0311602 | Time: 2991.02 ms [2022-03-03 02:17:38 main:574] : INFO : Epoch 1591 | loss: 0.0311208 | val_loss: 0.0311656 | Time: 2991.27 ms [2022-03-03 02:17:41 main:574] : INFO : Epoch 1592 | loss: 0.0311232 | val_loss: 0.0311624 | Time: 3123.92 ms [2022-03-03 02:17:44 main:574] : INFO : Epoch 1593 | loss: 0.0311213 | val_loss: 0.0311628 | Time: 2964.47 ms [2022-03-03 02:17:47 main:574] : INFO : Epoch 1594 | loss: 0.0311204 | val_loss: 0.0311719 | Time: 2972.95 ms [2022-03-03 02:17:50 main:574] : INFO : Epoch 1595 | loss: 0.0311213 | val_loss: 0.031163 | Time: 3001.57 ms [2022-03-03 02:17:53 main:574] : INFO : Epoch 1596 | loss: 0.0311178 | val_loss: 0.0311668 | Time: 2988.99 ms [2022-03-03 02:17:56 main:574] : INFO : Epoch 1597 | loss: 0.0311189 | val_loss: 0.0311701 | Time: 2932.43 ms [2022-03-03 02:17:59 main:574] : INFO : Epoch 1598 | loss: 0.0311182 | val_loss: 0.0311617 | Time: 2873.76 ms [2022-03-03 02:18:02 main:574] : INFO : Epoch 1599 | loss: 0.0311182 | val_loss: 0.0311636 | Time: 3028.91 ms [2022-03-03 02:18:05 main:574] : INFO : Epoch 1600 | loss: 0.031114 | val_loss: 0.0311724 | Time: 2896.74 ms [2022-03-03 02:18:07 main:574] : INFO : Epoch 1601 | loss: 0.031115 | val_loss: 0.0311652 | Time: 2928.83 ms [2022-03-03 02:18:10 main:574] : INFO : Epoch 1602 | loss: 0.0311152 | val_loss: 0.0311713 | Time: 2933 ms [2022-03-03 02:18:13 main:574] : INFO : Epoch 1603 | loss: 0.0311148 | val_loss: 0.031162 | Time: 2933.46 ms [2022-03-03 02:18:16 main:574] : INFO : Epoch 1604 | loss: 0.0311117 | val_loss: 0.0311695 | Time: 2963.88 ms [2022-03-03 02:18:19 main:574] : INFO : Epoch 1605 | loss: 0.0311106 | val_loss: 0.0311654 | Time: 2932.9 ms [2022-03-03 02:18:22 main:574] : INFO : Epoch 1606 | loss: 0.0311118 | val_loss: 0.0311686 | Time: 2926.85 ms [2022-03-03 02:18:25 main:574] : INFO : Epoch 1607 | loss: 0.0311119 | val_loss: 0.0311698 | Time: 2930.91 ms [2022-03-03 02:18:28 main:574] : INFO : Epoch 1608 | loss: 0.0311132 | val_loss: 0.0311661 | Time: 2896.74 ms [2022-03-03 02:18:31 main:574] : INFO : Epoch 1609 | loss: 0.0311196 | val_loss: 0.0311679 | Time: 2936.38 ms [2022-03-03 02:18:34 main:574] : INFO : Epoch 1610 | loss: 0.0311159 | val_loss: 0.0311615 | Time: 3011.84 ms [2022-03-03 02:18:37 main:574] : INFO : Epoch 1611 | loss: 0.0311123 | val_loss: 0.0311632 | Time: 2910.29 ms [2022-03-03 02:18:40 main:574] : INFO : Epoch 1612 | loss: 0.0311168 | val_loss: 0.0311709 | Time: 2922.27 ms [2022-03-03 02:18:43 main:574] : INFO : Epoch 1613 | loss: 0.0311216 | val_loss: 0.0311929 | Time: 3013.68 ms [2022-03-03 02:18:46 main:574] : INFO : Epoch 1614 | loss: 0.0311392 | val_loss: 0.0311749 | Time: 3020.3 ms [2022-03-03 02:18:49 main:574] : INFO : Epoch 1615 | loss: 0.0311169 | val_loss: 0.0311811 | Time: 2915.9 ms [2022-03-03 02:18:52 main:574] : INFO : Epoch 1616 | loss: 0.0311148 | val_loss: 0.0311717 | Time: 2965.31 ms [2022-03-03 02:18:55 main:574] : INFO : Epoch 1617 | loss: 0.0311114 | val_loss: 0.0311668 | Time: 2902.6 ms [2022-03-03 02:18:58 main:574] : INFO : Epoch 1618 | loss: 0.0311104 | val_loss: 0.0311672 | Time: 2958.38 ms [2022-03-03 02:19:01 main:574] : INFO : Epoch 1619 | loss: 0.0311096 | val_loss: 0.0311688 | Time: 3005.41 ms [2022-03-03 02:19:04 main:574] : INFO : Epoch 1620 | loss: 0.0311086 | val_loss: 0.0311703 | Time: 2891.22 ms [2022-03-03 02:19:06 main:574] : INFO : Epoch 1621 | loss: 0.0311102 | val_loss: 0.0311702 | Time: 2908.62 ms [2022-03-03 02:19:09 main:574] : INFO : Epoch 1622 | loss: 0.0311089 | val_loss: 0.0311664 | Time: 2942.38 ms [2022-03-03 02:19:12 main:574] : INFO : Epoch 1623 | loss: 0.031114 | val_loss: 0.031173 | Time: 2989.19 ms [2022-03-03 02:19:15 main:574] : INFO : Epoch 1624 | loss: 0.0311111 | val_loss: 0.031172 | Time: 2925.22 ms [2022-03-03 02:19:18 main:574] : INFO : Epoch 1625 | loss: 0.0311109 | val_loss: 0.0311813 | Time: 2892.33 ms [2022-03-03 02:19:21 main:574] : INFO : Epoch 1626 | loss: 0.0311086 | val_loss: 0.0311693 | Time: 2909.09 ms [2022-03-03 02:19:24 main:574] : INFO : Epoch 1627 | loss: 0.0311092 | val_loss: 0.0311801 | Time: 2925.95 ms [2022-03-03 02:19:27 main:574] : INFO : Epoch 1628 | loss: 0.0311084 | val_loss: 0.0311808 | Time: 2875.99 ms [2022-03-03 02:19:30 main:574] : INFO : Epoch 1629 | loss: 0.031108 | val_loss: 0.0311678 | Time: 2914.02 ms [2022-03-03 02:19:33 main:574] : INFO : Epoch 1630 | loss: 0.0311141 | val_loss: 0.0311692 | Time: 2939.03 ms [2022-03-03 02:19:36 main:574] : INFO : Epoch 1631 | loss: 0.0311102 | val_loss: 0.0311719 | Time: 2945.91 ms [2022-03-03 02:19:39 main:574] : INFO : Epoch 1632 | loss: 0.0311093 | val_loss: 0.0311697 | Time: 2978.57 ms [2022-03-03 02:19:42 main:574] : INFO : Epoch 1633 | loss: 0.0311071 | val_loss: 0.0311742 | Time: 2980.06 ms [2022-03-03 02:19:45 main:574] : INFO : Epoch 1634 | loss: 0.0311055 | val_loss: 0.0311785 | Time: 2959.27 ms [2022-03-03 02:19:48 main:574] : INFO : Epoch 1635 | loss: 0.0311037 | val_loss: 0.0311722 | Time: 3070.37 ms [2022-03-03 02:19:51 main:574] : INFO : Epoch 1636 | loss: 0.0311035 | val_loss: 0.031182 | Time: 3246.3 ms [2022-03-03 02:19:54 main:574] : INFO : Epoch 1637 | loss: 0.0311052 | val_loss: 0.0311806 | Time: 2960.91 ms [2022-03-03 02:19:57 main:574] : INFO : Epoch 1638 | loss: 0.0311063 | val_loss: 0.0311687 | Time: 2951.11 ms [2022-03-03 02:20:00 main:574] : INFO : Epoch 1639 | loss: 0.0311074 | val_loss: 0.0311701 | Time: 2929.75 ms [2022-03-03 02:20:03 main:574] : INFO : Epoch 1640 | loss: 0.0311218 | val_loss: 0.0311699 | Time: 2985.63 ms [2022-03-03 02:20:06 main:574] : INFO : Epoch 1641 | loss: 0.0311207 | val_loss: 0.0311677 | Time: 3033.86 ms [2022-03-03 02:20:09 main:574] : INFO : Epoch 1642 | loss: 0.0311101 | val_loss: 0.031178 | Time: 2938.12 ms [2022-03-03 02:20:12 main:574] : INFO : Epoch 1643 | loss: 0.0311081 | val_loss: 0.0311776 | Time: 2914.09 ms [2022-03-03 02:20:15 main:574] : INFO : Epoch 1644 | loss: 0.0311044 | val_loss: 0.0311732 | Time: 2974.99 ms [2022-03-03 02:20:18 main:574] : INFO : Epoch 1645 | loss: 0.0311028 | val_loss: 0.0311756 | Time: 2947.61 ms [2022-03-03 02:20:21 main:574] : INFO : Epoch 1646 | loss: 0.0311039 | val_loss: 0.0311727 | Time: 2940.9 ms [2022-03-03 02:20:24 main:574] : INFO : Epoch 1647 | loss: 0.031103 | val_loss: 0.0311739 | Time: 2954.28 ms [2022-03-03 02:20:27 main:574] : INFO : Epoch 1648 | loss: 0.0311039 | val_loss: 0.0311791 | Time: 2978.1 ms [2022-03-03 02:20:29 main:574] : INFO : Epoch 1649 | loss: 0.0311049 | val_loss: 0.0311728 | Time: 2953.48 ms [2022-03-03 02:20:33 main:574] : INFO : Epoch 1650 | loss: 0.0311047 | val_loss: 0.0311723 | Time: 3011.61 ms [2022-03-03 02:20:35 main:574] : INFO : Epoch 1651 | loss: 0.0311031 | val_loss: 0.0311844 | Time: 2902.98 ms [2022-03-03 02:20:38 main:574] : INFO : Epoch 1652 | loss: 0.0311058 | val_loss: 0.0311801 | Time: 2910.09 ms [2022-03-03 02:20:41 main:574] : INFO : Epoch 1653 | loss: 0.0311036 | val_loss: 0.0311737 | Time: 2946.47 ms [2022-03-03 02:20:44 main:574] : INFO : Epoch 1654 | loss: 0.031103 | val_loss: 0.03117 | Time: 2947.11 ms [2022-03-03 02:20:47 main:574] : INFO : Epoch 1655 | loss: 0.0311017 | val_loss: 0.0311803 | Time: 2905.99 ms [2022-03-03 02:20:50 main:574] : INFO : Epoch 1656 | loss: 0.0311012 | val_loss: 0.0311713 | Time: 2913.67 ms [2022-03-03 02:20:53 main:574] : INFO : Epoch 1657 | loss: 0.0311042 | val_loss: 0.0311797 | Time: 3080.96 ms [2022-03-03 02:20:56 main:574] : INFO : Epoch 1658 | loss: 0.0311027 | val_loss: 0.0311741 | Time: 3026.98 ms [2022-03-03 02:20:59 main:574] : INFO : Epoch 1659 | loss: 0.0311056 | val_loss: 0.031178 | Time: 2932.49 ms [2022-03-03 02:21:02 main:574] : INFO : Epoch 1660 | loss: 0.0311044 | val_loss: 0.0311788 | Time: 2924.59 ms [2022-03-03 02:21:05 main:574] : INFO : Epoch 1661 | loss: 0.031102 | val_loss: 0.0311791 | Time: 2959.32 ms [2022-03-03 02:21:08 main:574] : INFO : Epoch 1662 | loss: 0.0311009 | val_loss: 0.0311818 | Time: 2924.79 ms [2022-03-03 02:21:11 main:574] : INFO : Epoch 1663 | loss: 0.0311016 | val_loss: 0.0311953 | Time: 2967.76 ms [2022-03-03 02:21:14 main:574] : INFO : Epoch 1664 | loss: 0.0311029 | val_loss: 0.0311796 | Time: 2977.55 ms [2022-03-03 02:21:17 main:574] : INFO : Epoch 1665 | loss: 0.0311025 | val_loss: 0.0311868 | Time: 2923.31 ms [2022-03-03 02:21:20 main:574] : INFO : Epoch 1666 | loss: 0.0310989 | val_loss: 0.0311804 | Time: 2948.7 ms [2022-03-03 02:21:23 main:574] : INFO : Epoch 1667 | loss: 0.0310984 | val_loss: 0.0311784 | Time: 2908.63 ms [2022-03-03 02:21:26 main:574] : INFO : Epoch 1668 | loss: 0.0310988 | val_loss: 0.0311838 | Time: 2881.34 ms [2022-03-03 02:21:28 main:574] : INFO : Epoch 1669 | loss: 0.0310986 | val_loss: 0.0311827 | Time: 2903.96 ms [2022-03-03 02:21:31 main:574] : INFO : Epoch 1670 | loss: 0.0311002 | val_loss: 0.0311906 | Time: 2959.52 ms [2022-03-03 02:21:34 main:574] : INFO : Epoch 1671 | loss: 0.0310987 | val_loss: 0.0311676 | Time: 2962.84 ms [2022-03-03 02:21:37 main:574] : INFO : Epoch 1672 | loss: 0.0310993 | val_loss: 0.0311726 | Time: 2888.52 ms [2022-03-03 02:21:40 main:574] : INFO : Epoch 1673 | loss: 0.0310994 | val_loss: 0.0311911 | Time: 2969.97 ms [2022-03-03 02:21:43 main:574] : INFO : Epoch 1674 | loss: 0.0310992 | val_loss: 0.0311853 | Time: 2922.03 ms [2022-03-03 02:21:46 main:574] : INFO : Epoch 1675 | loss: 0.0310976 | val_loss: 0.0311751 | Time: 2929.64 ms [2022-03-03 02:21:49 main:574] : INFO : Epoch 1676 | loss: 0.0311032 | val_loss: 0.0311822 | Time: 2993.33 ms [2022-03-03 02:21:52 main:574] : INFO : Epoch 1677 | loss: 0.0311015 | val_loss: 0.0311897 | Time: 2902.15 ms [2022-03-03 02:21:55 main:574] : INFO : Epoch 1678 | loss: 0.0310978 | val_loss: 0.0311708 | Time: 2959.23 ms [2022-03-03 02:21:58 main:574] : INFO : Epoch 1679 | loss: 0.0311 | val_loss: 0.031185 | Time: 2968.35 ms [2022-03-03 02:22:01 main:574] : INFO : Epoch 1680 | loss: 0.0311053 | val_loss: 0.0311847 | Time: 3003.92 ms [2022-03-03 02:22:04 main:574] : INFO : Epoch 1681 | loss: 0.031103 | val_loss: 0.0311797 | Time: 3008.42 ms [2022-03-03 02:22:07 main:574] : INFO : Epoch 1682 | loss: 0.0310986 | val_loss: 0.0311789 | Time: 2919.13 ms [2022-03-03 02:22:10 main:574] : INFO : Epoch 1683 | loss: 0.0310993 | val_loss: 0.0311878 | Time: 2935.03 ms [2022-03-03 02:22:13 main:574] : INFO : Epoch 1684 | loss: 0.0311001 | val_loss: 0.0311777 | Time: 2908.33 ms [2022-03-03 02:22:16 main:574] : INFO : Epoch 1685 | loss: 0.0311023 | val_loss: 0.0311707 | Time: 3018.88 ms [2022-03-03 02:22:19 main:574] : INFO : Epoch 1686 | loss: 0.0311006 | val_loss: 0.0311836 | Time: 3008.55 ms [2022-03-03 02:22:22 main:574] : INFO : Epoch 1687 | loss: 0.0310998 | val_loss: 0.0311848 | Time: 2928.77 ms [2022-03-03 02:22:25 main:574] : INFO : Epoch 1688 | loss: 0.0310977 | val_loss: 0.0311808 | Time: 2964.97 ms [2022-03-03 02:22:28 main:574] : INFO : Epoch 1689 | loss: 0.0310995 | val_loss: 0.0311786 | Time: 2912.25 ms [2022-03-03 02:22:31 main:574] : INFO : Epoch 1690 | loss: 0.0310981 | val_loss: 0.0311822 | Time: 2948.3 ms [2022-03-03 02:22:34 main:574] : INFO : Epoch 1691 | loss: 0.0310948 | val_loss: 0.0311776 | Time: 2938.35 ms [2022-03-03 02:22:37 main:574] : INFO : Epoch 1692 | loss: 0.0310993 | val_loss: 0.0311909 | Time: 2999.02 ms [2022-03-03 02:22:39 main:574] : INFO : Epoch 1693 | loss: 0.0311009 | val_loss: 0.0311789 | Time: 2927.71 ms [2022-03-03 02:22:42 main:574] : INFO : Epoch 1694 | loss: 0.031105 | val_loss: 0.0311817 | Time: 2886.69 ms [2022-03-03 02:22:45 main:574] : INFO : Epoch 1695 | loss: 0.031104 | val_loss: 0.0311865 | Time: 2953.9 ms [2022-03-03 02:22:48 main:574] : INFO : Epoch 1696 | loss: 0.0311031 | val_loss: 0.0311772 | Time: 2850.2 ms [2022-03-03 02:22:51 main:574] : INFO : Epoch 1697 | loss: 0.0310978 | val_loss: 0.0311723 | Time: 2892.09 ms [2022-03-03 02:22:54 main:574] : INFO : Epoch 1698 | loss: 0.0310938 | val_loss: 0.0311814 | Time: 2915.06 ms [2022-03-03 02:22:57 main:574] : INFO : Epoch 1699 | loss: 0.0310932 | val_loss: 0.0311802 | Time: 2905.96 ms [2022-03-03 02:23:00 main:574] : INFO : Epoch 1700 | loss: 0.0310935 | val_loss: 0.0311866 | Time: 2970.32 ms [2022-03-03 02:23:03 main:574] : INFO : Epoch 1701 | loss: 0.0310902 | val_loss: 0.0311811 | Time: 2866.89 ms [2022-03-03 02:23:06 main:574] : INFO : Epoch 1702 | loss: 0.0310905 | val_loss: 0.0311794 | Time: 3054.64 ms [2022-03-03 02:23:09 main:574] : INFO : Epoch 1703 | loss: 0.0310906 | val_loss: 0.0311837 | Time: 3113.83 ms [2022-03-03 02:23:12 main:574] : INFO : Epoch 1704 | loss: 0.0310972 | val_loss: 0.031195 | Time: 2897.52 ms [2022-03-03 02:23:15 main:574] : INFO : Epoch 1705 | loss: 0.0311015 | val_loss: 0.0311741 | Time: 2973.68 ms [2022-03-03 02:23:18 main:574] : INFO : Epoch 1706 | loss: 0.0311016 | val_loss: 0.0311877 | Time: 2947.8 ms [2022-03-03 02:23:21 main:574] : INFO : Epoch 1707 | loss: 0.0310977 | val_loss: 0.0311879 | Time: 2902.8 ms [2022-03-03 02:23:24 main:574] : INFO : Epoch 1708 | loss: 0.0310913 | val_loss: 0.0311898 | Time: 2937.55 ms [2022-03-03 02:23:26 main:574] : INFO : Epoch 1709 | loss: 0.0310947 | val_loss: 0.0311724 | Time: 2871.45 ms [2022-03-03 02:23:29 main:574] : INFO : Epoch 1710 | loss: 0.0310947 | val_loss: 0.0311804 | Time: 2985.04 ms [2022-03-03 02:23:32 main:574] : INFO : Epoch 1711 | loss: 0.0310961 | val_loss: 0.0311925 | Time: 2940.61 ms [2022-03-03 02:23:35 main:574] : INFO : Epoch 1712 | loss: 0.0310972 | val_loss: 0.031179 | Time: 2936.62 ms [2022-03-03 02:23:38 main:574] : INFO : Epoch 1713 | loss: 0.0310997 | val_loss: 0.0311812 | Time: 2952.61 ms [2022-03-03 02:23:41 main:574] : INFO : Epoch 1714 | loss: 0.0310949 | val_loss: 0.0311806 | Time: 2901.88 ms [2022-03-03 02:23:44 main:574] : INFO : Epoch 1715 | loss: 0.0310935 | val_loss: 0.0311796 | Time: 2933.16 ms [2022-03-03 02:23:47 main:574] : INFO : Epoch 1716 | loss: 0.0310908 | val_loss: 0.0311803 | Time: 2917.58 ms [2022-03-03 02:23:50 main:574] : INFO : Epoch 1717 | loss: 0.0310899 | val_loss: 0.0311856 | Time: 2873.06 ms [2022-03-03 02:23:53 main:574] : INFO : Epoch 1718 | loss: 0.0310969 | val_loss: 0.0311811 | Time: 2949.55 ms [2022-03-03 02:23:56 main:574] : INFO : Epoch 1719 | loss: 0.0310968 | val_loss: 0.0311871 | Time: 2953.06 ms [2022-03-03 02:23:59 main:574] : INFO : Epoch 1720 | loss: 0.0310959 | val_loss: 0.0311747 | Time: 2908.49 ms [2022-03-03 02:24:02 main:574] : INFO : Epoch 1721 | loss: 0.0310911 | val_loss: 0.0311858 | Time: 3074.52 ms [2022-03-03 02:24:05 main:574] : INFO : Epoch 1722 | loss: 0.0310925 | val_loss: 0.0311823 | Time: 2956.52 ms [2022-03-03 02:24:08 main:574] : INFO : Epoch 1723 | loss: 0.0310954 | val_loss: 0.0311989 | Time: 2899.6 ms [2022-03-03 02:24:11 main:574] : INFO : Epoch 1724 | loss: 0.0310921 | val_loss: 0.0311809 | Time: 3044.3 ms [2022-03-03 02:24:14 main:574] : INFO : Epoch 1725 | loss: 0.0310915 | val_loss: 0.0311789 | Time: 3073.72 ms [2022-03-03 02:24:17 main:574] : INFO : Epoch 1726 | loss: 0.0310962 | val_loss: 0.0311907 | Time: 2917.41 ms [2022-03-03 02:24:20 main:574] : INFO : Epoch 1727 | loss: 0.0310899 | val_loss: 0.0311911 | Time: 2903.52 ms [2022-03-03 02:24:23 main:574] : INFO : Epoch 1728 | loss: 0.0310889 | val_loss: 0.0311856 | Time: 2913.63 ms [2022-03-03 02:24:26 main:574] : INFO : Epoch 1729 | loss: 0.0310888 | val_loss: 0.0311815 | Time: 2939.77 ms [2022-03-03 02:24:28 main:574] : INFO : Epoch 1730 | loss: 0.0310891 | val_loss: 0.0311925 | Time: 2955.32 ms [2022-03-03 02:24:31 main:574] : INFO : Epoch 1731 | loss: 0.0310906 | val_loss: 0.0311828 | Time: 2942.89 ms [2022-03-03 02:24:34 main:574] : INFO : Epoch 1732 | loss: 0.0310884 | val_loss: 0.0311829 | Time: 2946.39 ms [2022-03-03 02:24:37 main:574] : INFO : Epoch 1733 | loss: 0.03109 | val_loss: 0.0311781 | Time: 2906.15 ms [2022-03-03 02:24:40 main:574] : INFO : Epoch 1734 | loss: 0.0310915 | val_loss: 0.0311886 | Time: 3050.36 ms [2022-03-03 02:24:43 main:574] : INFO : Epoch 1735 | loss: 0.0310924 | val_loss: 0.0311985 | Time: 2891.02 ms [2022-03-03 02:24:46 main:574] : INFO : Epoch 1736 | loss: 0.0310892 | val_loss: 0.0311882 | Time: 2941.32 ms [2022-03-03 02:24:49 main:574] : INFO : Epoch 1737 | loss: 0.0310919 | val_loss: 0.0311952 | Time: 2947.95 ms [2022-03-03 02:24:52 main:574] : INFO : Epoch 1738 | loss: 0.0310895 | val_loss: 0.0311836 | Time: 2929.65 ms [2022-03-03 02:24:55 main:574] : INFO : Epoch 1739 | loss: 0.0310874 | val_loss: 0.0311849 | Time: 2992.24 ms [2022-03-03 02:24:58 main:574] : INFO : Epoch 1740 | loss: 0.0310919 | val_loss: 0.0311791 | Time: 2923.02 ms [2022-03-03 02:25:01 main:574] : INFO : Epoch 1741 | loss: 0.0310917 | val_loss: 0.0311929 | Time: 2929.89 ms [2022-03-03 02:25:04 main:574] : INFO : Epoch 1742 | loss: 0.0310891 | val_loss: 0.031174 | Time: 2891.24 ms [2022-03-03 02:25:07 main:574] : INFO : Epoch 1743 | loss: 0.0311007 | val_loss: 0.0311735 | Time: 2891.73 ms [2022-03-03 02:25:10 main:574] : INFO : Epoch 1744 | loss: 0.0311002 | val_loss: 0.0311783 | Time: 2917.96 ms [2022-03-03 02:25:13 main:574] : INFO : Epoch 1745 | loss: 0.0310955 | val_loss: 0.0311891 | Time: 2921.88 ms [2022-03-03 02:25:15 main:574] : INFO : Epoch 1746 | loss: 0.031094 | val_loss: 0.0311945 | Time: 2933.81 ms [2022-03-03 02:25:19 main:574] : INFO : Epoch 1747 | loss: 0.0310916 | val_loss: 0.0311844 | Time: 3093.44 ms [2022-03-03 02:25:22 main:574] : INFO : Epoch 1748 | loss: 0.0311204 | val_loss: 0.031169 | Time: 2958.33 ms [2022-03-03 02:25:24 main:574] : INFO : Epoch 1749 | loss: 0.0311216 | val_loss: 0.0311652 | Time: 2940.53 ms [2022-03-03 02:25:27 main:574] : INFO : Epoch 1750 | loss: 0.0311094 | val_loss: 0.0311705 | Time: 2915.94 ms [2022-03-03 02:25:30 main:574] : INFO : Epoch 1751 | loss: 0.0311075 | val_loss: 0.0311785 | Time: 2859.17 ms [2022-03-03 02:25:33 main:574] : INFO : Epoch 1752 | loss: 0.0311059 | val_loss: 0.0311765 | Time: 2923.28 ms [2022-03-03 02:25:36 main:574] : INFO : Epoch 1753 | loss: 0.031102 | val_loss: 0.0311754 | Time: 3018.02 ms [2022-03-03 02:25:39 main:574] : INFO : Epoch 1754 | loss: 0.031095 | val_loss: 0.0311723 | Time: 2890.13 ms [2022-03-03 02:25:42 main:574] : INFO : Epoch 1755 | loss: 0.0310921 | val_loss: 0.031188 | Time: 2968.15 ms [2022-03-03 02:25:45 main:574] : INFO : Epoch 1756 | loss: 0.0311014 | val_loss: 0.0311866 | Time: 2943.87 ms [2022-03-03 02:25:48 main:574] : INFO : Epoch 1757 | loss: 0.0310929 | val_loss: 0.0311778 | Time: 2936.14 ms [2022-03-03 02:25:51 main:574] : INFO : Epoch 1758 | loss: 0.0310885 | val_loss: 0.0311822 | Time: 2922.91 ms [2022-03-03 02:25:54 main:574] : INFO : Epoch 1759 | loss: 0.0310893 | val_loss: 0.0311865 | Time: 2921.5 ms [2022-03-03 02:25:57 main:574] : INFO : Epoch 1760 | loss: 0.031095 | val_loss: 0.0311889 | Time: 2874.38 ms [2022-03-03 02:26:00 main:574] : INFO : Epoch 1761 | loss: 0.0310952 | val_loss: 0.0311828 | Time: 2889.6 ms [2022-03-03 02:26:03 main:574] : INFO : Epoch 1762 | loss: 0.0310926 | val_loss: 0.0311792 | Time: 2994.04 ms [2022-03-03 02:26:06 main:574] : INFO : Epoch 1763 | loss: 0.0310862 | val_loss: 0.0311789 | Time: 2913.44 ms [2022-03-03 02:26:08 main:574] : INFO : Epoch 1764 | loss: 0.0310894 | val_loss: 0.0311847 | Time: 2928.51 ms [2022-03-03 02:26:11 main:574] : INFO : Epoch 1765 | loss: 0.0310896 | val_loss: 0.0311871 | Time: 2901.93 ms [2022-03-03 02:26:14 main:574] : INFO : Epoch 1766 | loss: 0.0310897 | val_loss: 0.0311861 | Time: 2880.77 ms [2022-03-03 02:26:17 main:574] : INFO : Epoch 1767 | loss: 0.0310881 | val_loss: 0.0311875 | Time: 3027.11 ms [2022-03-03 02:26:20 main:574] : INFO : Epoch 1768 | loss: 0.0310871 | val_loss: 0.0311854 | Time: 2920.31 ms [2022-03-03 02:26:23 main:574] : INFO : Epoch 1769 | loss: 0.031086 | val_loss: 0.0311894 | Time: 3085.3 ms [2022-03-03 02:26:26 main:574] : INFO : Epoch 1770 | loss: 0.0310872 | val_loss: 0.0311805 | Time: 3041.92 ms [2022-03-03 02:26:29 main:574] : INFO : Epoch 1771 | loss: 0.031093 | val_loss: 0.0311827 | Time: 2928.4 ms [2022-03-03 02:26:32 main:574] : INFO : Epoch 1772 | loss: 0.0311147 | val_loss: 0.0311724 | Time: 2908.94 ms [2022-03-03 02:26:35 main:574] : INFO : Epoch 1773 | loss: 0.0311388 | val_loss: 0.0311644 | Time: 2900.26 ms [2022-03-03 02:26:38 main:574] : INFO : Epoch 1774 | loss: 0.0311278 | val_loss: 0.0311635 | Time: 2933.38 ms [2022-03-03 02:26:41 main:574] : INFO : Epoch 1775 | loss: 0.0311167 | val_loss: 0.0311793 | Time: 2937.82 ms [2022-03-03 02:26:44 main:574] : INFO : Epoch 1776 | loss: 0.031108 | val_loss: 0.0311683 | Time: 2985.92 ms [2022-03-03 02:26:47 main:574] : INFO : Epoch 1777 | loss: 0.0311016 | val_loss: 0.0311876 | Time: 2928.68 ms [2022-03-03 02:26:50 main:574] : INFO : Epoch 1778 | loss: 0.0310991 | val_loss: 0.0311785 | Time: 2914.95 ms [2022-03-03 02:26:53 main:574] : INFO : Epoch 1779 | loss: 0.0310917 | val_loss: 0.0311824 | Time: 2880.28 ms [2022-03-03 02:26:56 main:574] : INFO : Epoch 1780 | loss: 0.0310931 | val_loss: 0.0311855 | Time: 2993.77 ms [2022-03-03 02:26:59 main:574] : INFO : Epoch 1781 | loss: 0.031091 | val_loss: 0.0311841 | Time: 2989.89 ms [2022-03-03 02:27:02 main:574] : INFO : Epoch 1782 | loss: 0.0310934 | val_loss: 0.0311808 | Time: 2936.74 ms [2022-03-03 02:27:05 main:574] : INFO : Epoch 1783 | loss: 0.0310882 | val_loss: 0.0311895 | Time: 2964.38 ms [2022-03-03 02:27:07 main:574] : INFO : Epoch 1784 | loss: 0.0310916 | val_loss: 0.0311825 | Time: 2917.47 ms [2022-03-03 02:27:10 main:574] : INFO : Epoch 1785 | loss: 0.0310931 | val_loss: 0.0311967 | Time: 2941.19 ms [2022-03-03 02:27:13 main:574] : INFO : Epoch 1786 | loss: 0.0310946 | val_loss: 0.0311814 | Time: 2921.87 ms [2022-03-03 02:27:16 main:574] : INFO : Epoch 1787 | loss: 0.0310859 | val_loss: 0.0311793 | Time: 2949.97 ms [2022-03-03 02:27:19 main:574] : INFO : Epoch 1788 | loss: 0.0310863 | val_loss: 0.0311856 | Time: 2902.68 ms [2022-03-03 02:27:22 main:574] : INFO : Epoch 1789 | loss: 0.0310918 | val_loss: 0.0311809 | Time: 2972.05 ms [2022-03-03 02:27:25 main:574] : INFO : Epoch 1790 | loss: 0.0310891 | val_loss: 0.031173 | Time: 2914.05 ms [2022-03-03 02:27:28 main:574] : INFO : Epoch 1791 | loss: 0.0310863 | val_loss: 0.031198 | Time: 3006.63 ms [2022-03-03 02:27:31 main:574] : INFO : Epoch 1792 | loss: 0.0310852 | val_loss: 0.0311843 | Time: 2979.1 ms [2022-03-03 02:27:34 main:574] : INFO : Epoch 1793 | loss: 0.0310853 | val_loss: 0.03119 | Time: 2949.7 ms [2022-03-03 02:27:37 main:574] : INFO : Epoch 1794 | loss: 0.0310857 | val_loss: 0.0311943 | Time: 2958.19 ms [2022-03-03 02:27:40 main:574] : INFO : Epoch 1795 | loss: 0.0310871 | val_loss: 0.0311895 | Time: 2984.59 ms [2022-03-03 02:27:43 main:574] : INFO : Epoch 1796 | loss: 0.0310886 | val_loss: 0.0311869 | Time: 2919.7 ms [2022-03-03 02:27:46 main:574] : INFO : Epoch 1797 | loss: 0.0310906 | val_loss: 0.0311902 | Time: 2879.84 ms [2022-03-03 02:27:49 main:574] : INFO : Epoch 1798 | loss: 0.0310884 | val_loss: 0.031183 | Time: 2917.14 ms [2022-03-03 02:27:52 main:574] : INFO : Epoch 1799 | loss: 0.0310882 | val_loss: 0.0311829 | Time: 2932.17 ms [2022-03-03 02:27:55 main:574] : INFO : Epoch 1800 | loss: 0.0310918 | val_loss: 0.0311992 | Time: 2913.91 ms [2022-03-03 02:27:57 main:574] : INFO : Epoch 1801 | loss: 0.0310842 | val_loss: 0.0311789 | Time: 2882.2 ms [2022-03-03 02:28:00 main:574] : INFO : Epoch 1802 | loss: 0.031084 | val_loss: 0.0311975 | Time: 2951.92 ms [2022-03-03 02:28:03 main:574] : INFO : Epoch 1803 | loss: 0.0310843 | val_loss: 0.0311821 | Time: 2976.25 ms [2022-03-03 02:28:06 main:574] : INFO : Epoch 1804 | loss: 0.0310841 | val_loss: 0.0311999 | Time: 2870.99 ms [2022-03-03 02:28:09 main:574] : INFO : Epoch 1805 | loss: 0.0310855 | val_loss: 0.031183 | Time: 2904.49 ms [2022-03-03 02:28:12 main:574] : INFO : Epoch 1806 | loss: 0.0310856 | val_loss: 0.0311888 | Time: 2943.59 ms [2022-03-03 02:28:15 main:574] : INFO : Epoch 1807 | loss: 0.0310834 | val_loss: 0.0311793 | Time: 2897.61 ms [2022-03-03 02:28:18 main:574] : INFO : Epoch 1808 | loss: 0.031085 | val_loss: 0.0311788 | Time: 2951.6 ms [2022-03-03 02:28:21 main:574] : INFO : Epoch 1809 | loss: 0.0310841 | val_loss: 0.0311827 | Time: 2968.2 ms [2022-03-03 02:28:24 main:574] : INFO : Epoch 1810 | loss: 0.0310869 | val_loss: 0.0311845 | Time: 2966.09 ms [2022-03-03 02:28:27 main:574] : INFO : Epoch 1811 | loss: 0.0310808 | val_loss: 0.031179 | Time: 2920.01 ms [2022-03-03 02:28:30 main:574] : INFO : Epoch 1812 | loss: 0.0310897 | val_loss: 0.0311849 | Time: 2951.6 ms [2022-03-03 02:28:33 main:574] : INFO : Epoch 1813 | loss: 0.031088 | val_loss: 0.0312339 | Time: 2987.33 ms [2022-03-03 02:28:36 main:574] : INFO : Epoch 1814 | loss: 0.0312016 | val_loss: 0.0312144 | Time: 3048.62 ms [2022-03-03 02:28:39 main:574] : INFO : Epoch 1815 | loss: 0.0311987 | val_loss: 0.031186 | Time: 2956.09 ms [2022-03-03 02:28:42 main:574] : INFO : Epoch 1816 | loss: 0.031178 | val_loss: 0.0311678 | Time: 2929.52 ms [2022-03-03 02:28:45 main:574] : INFO : Epoch 1817 | loss: 0.0311648 | val_loss: 0.0311644 | Time: 3029.99 ms [2022-03-03 02:28:48 main:574] : INFO : Epoch 1818 | loss: 0.0311654 | val_loss: 0.0311899 | Time: 2981.85 ms [2022-03-03 02:28:51 main:574] : INFO : Epoch 1819 | loss: 0.0311936 | val_loss: 0.0311959 | Time: 2927.64 ms [2022-03-03 02:28:54 main:574] : INFO : Epoch 1820 | loss: 0.031186 | val_loss: 0.03118 | Time: 2931.53 ms [2022-03-03 02:28:57 main:574] : INFO : Epoch 1821 | loss: 0.0311801 | val_loss: 0.0311744 | Time: 2922.46 ms [2022-03-03 02:29:00 main:574] : INFO : Epoch 1822 | loss: 0.0311746 | val_loss: 0.0311699 | Time: 2951.54 ms [2022-03-03 02:29:02 main:574] : INFO : Epoch 1823 | loss: 0.031171 | val_loss: 0.0311671 | Time: 2954.48 ms [2022-03-03 02:29:05 main:574] : INFO : Epoch 1824 | loss: 0.0311722 | val_loss: 0.031171 | Time: 2958.97 ms [2022-03-03 02:29:08 main:574] : INFO : Epoch 1825 | loss: 0.0311673 | val_loss: 0.0311634 | Time: 2957.71 ms [2022-03-03 02:29:11 main:574] : INFO : Epoch 1826 | loss: 0.0311616 | val_loss: 0.0311619 | Time: 2960.02 ms [2022-03-03 02:29:14 main:574] : INFO : Epoch 1827 | loss: 0.0311594 | val_loss: 0.0311606 | Time: 3003.49 ms [2022-03-03 02:29:17 main:574] : INFO : Epoch 1828 | loss: 0.0311576 | val_loss: 0.0311645 | Time: 2879.68 ms [2022-03-03 02:29:20 main:574] : INFO : Epoch 1829 | loss: 0.0311567 | val_loss: 0.031161 | Time: 2944.39 ms [2022-03-03 02:29:23 main:574] : INFO : Epoch 1830 | loss: 0.0311548 | val_loss: 0.0311594 | Time: 2946.8 ms [2022-03-03 02:29:26 main:574] : INFO : Epoch 1831 | loss: 0.031153 | val_loss: 0.0311574 | Time: 2932.22 ms [2022-03-03 02:29:29 main:574] : INFO : Epoch 1832 | loss: 0.0311542 | val_loss: 0.0311587 | Time: 3019.09 ms [2022-03-03 02:29:32 main:574] : INFO : Epoch 1833 | loss: 0.031152 | val_loss: 0.0311575 | Time: 2953.74 ms [2022-03-03 02:29:35 main:574] : INFO : Epoch 1834 | loss: 0.0311497 | val_loss: 0.0311559 | Time: 2958.81 ms [2022-03-03 02:29:38 main:574] : INFO : Epoch 1835 | loss: 0.0311493 | val_loss: 0.0311557 | Time: 2927.29 ms [2022-03-03 02:29:41 main:574] : INFO : Epoch 1836 | loss: 0.0311471 | val_loss: 0.031155 | Time: 3172.72 ms [2022-03-03 02:29:44 main:574] : INFO : Epoch 1837 | loss: 0.0311461 | val_loss: 0.0311548 | Time: 3024.35 ms [2022-03-03 02:29:47 main:574] : INFO : Epoch 1838 | loss: 0.0311478 | val_loss: 0.0311587 | Time: 2990.88 ms [2022-03-03 02:29:50 main:574] : INFO : Epoch 1839 | loss: 0.0311473 | val_loss: 0.0311558 | Time: 2939.27 ms [2022-03-03 02:29:53 main:574] : INFO : Epoch 1840 | loss: 0.0311453 | val_loss: 0.0311537 | Time: 2877.12 ms [2022-03-03 02:29:56 main:574] : INFO : Epoch 1841 | loss: 0.0311445 | val_loss: 0.0311592 | Time: 2867.66 ms [2022-03-03 02:29:59 main:574] : INFO : Epoch 1842 | loss: 0.0311478 | val_loss: 0.0311563 | Time: 3038.44 ms [2022-03-03 02:30:02 main:574] : INFO : Epoch 1843 | loss: 0.0311474 | val_loss: 0.0311589 | Time: 2931.3 ms [2022-03-03 02:30:05 main:574] : INFO : Epoch 1844 | loss: 0.0311474 | val_loss: 0.0311577 | Time: 2939.7 ms [2022-03-03 02:30:08 main:574] : INFO : Epoch 1845 | loss: 0.0311456 | val_loss: 0.0311574 | Time: 2908.38 ms [2022-03-03 02:30:11 main:574] : INFO : Epoch 1846 | loss: 0.0311431 | val_loss: 0.0311542 | Time: 2926.06 ms [2022-03-03 02:30:14 main:574] : INFO : Epoch 1847 | loss: 0.031142 | val_loss: 0.0311561 | Time: 2928.9 ms [2022-03-03 02:30:16 main:574] : INFO : Epoch 1848 | loss: 0.0311418 | val_loss: 0.0311554 | Time: 2852.85 ms [2022-03-03 02:30:19 main:574] : INFO : Epoch 1849 | loss: 0.0311433 | val_loss: 0.0311574 | Time: 2989.32 ms [2022-03-03 02:30:22 main:574] : INFO : Epoch 1850 | loss: 0.0311415 | val_loss: 0.0311551 | Time: 2988.94 ms [2022-03-03 02:30:25 main:574] : INFO : Epoch 1851 | loss: 0.0311381 | val_loss: 0.0311566 | Time: 2931.59 ms [2022-03-03 02:30:28 main:574] : INFO : Epoch 1852 | loss: 0.0311396 | val_loss: 0.0311578 | Time: 2912.63 ms [2022-03-03 02:30:31 main:574] : INFO : Epoch 1853 | loss: 0.0311378 | val_loss: 0.0311585 | Time: 2881.37 ms [2022-03-03 02:30:34 main:574] : INFO : Epoch 1854 | loss: 0.0311365 | val_loss: 0.0311589 | Time: 2876.86 ms [2022-03-03 02:30:37 main:574] : INFO : Epoch 1855 | loss: 0.0311364 | val_loss: 0.031156 | Time: 2924.73 ms [2022-03-03 02:30:40 main:574] : INFO : Epoch 1856 | loss: 0.0311348 | val_loss: 0.0311538 | Time: 2914.53 ms [2022-03-03 02:30:43 main:574] : INFO : Epoch 1857 | loss: 0.0311377 | val_loss: 0.0311555 | Time: 2897.04 ms [2022-03-03 02:30:46 main:574] : INFO : Epoch 1858 | loss: 0.031136 | val_loss: 0.0311537 | Time: 3049.29 ms [2022-03-03 02:30:49 main:574] : INFO : Epoch 1859 | loss: 0.0311351 | val_loss: 0.0311604 | Time: 3071.21 ms [2022-03-03 02:30:52 main:574] : INFO : Epoch 1860 | loss: 0.0311351 | val_loss: 0.0311562 | Time: 2906.18 ms [2022-03-03 02:30:55 main:574] : INFO : Epoch 1861 | loss: 0.0311355 | val_loss: 0.0311543 | Time: 2877.53 ms [2022-03-03 02:30:58 main:574] : INFO : Epoch 1862 | loss: 0.031136 | val_loss: 0.0311538 | Time: 2939.01 ms [2022-03-03 02:31:01 main:574] : INFO : Epoch 1863 | loss: 0.0311334 | val_loss: 0.0311549 | Time: 2936.74 ms [2022-03-03 02:31:04 main:574] : INFO : Epoch 1864 | loss: 0.0311309 | val_loss: 0.0311579 | Time: 2912.78 ms [2022-03-03 02:31:06 main:574] : INFO : Epoch 1865 | loss: 0.0311304 | val_loss: 0.0311574 | Time: 2957.56 ms [2022-03-03 02:31:09 main:574] : INFO : Epoch 1866 | loss: 0.0311309 | val_loss: 0.0311539 | Time: 2991.14 ms [2022-03-03 02:31:12 main:574] : INFO : Epoch 1867 | loss: 0.0311288 | val_loss: 0.031158 | Time: 2978.85 ms [2022-03-03 02:31:15 main:574] : INFO : Epoch 1868 | loss: 0.0311297 | val_loss: 0.0311584 | Time: 2977.31 ms [2022-03-03 02:31:18 main:574] : INFO : Epoch 1869 | loss: 0.0311312 | val_loss: 0.0311559 | Time: 2919.84 ms [2022-03-03 02:31:21 main:574] : INFO : Epoch 1870 | loss: 0.0311272 | val_loss: 0.0311576 | Time: 2904.21 ms [2022-03-03 02:31:24 main:574] : INFO : Epoch 1871 | loss: 0.0311278 | val_loss: 0.0311594 | Time: 2951.67 ms [2022-03-03 02:31:27 main:574] : INFO : Epoch 1872 | loss: 0.031128 | val_loss: 0.0311584 | Time: 2964.39 ms [2022-03-03 02:31:30 main:574] : INFO : Epoch 1873 | loss: 0.0311277 | val_loss: 0.0311603 | Time: 2955.13 ms [2022-03-03 02:31:33 main:574] : INFO : Epoch 1874 | loss: 0.0311256 | val_loss: 0.0311541 | Time: 2987.57 ms [2022-03-03 02:31:36 main:574] : INFO : Epoch 1875 | loss: 0.0311259 | val_loss: 0.0311664 | Time: 2920.03 ms [2022-03-03 02:31:39 main:574] : INFO : Epoch 1876 | loss: 0.0311263 | val_loss: 0.0311592 | Time: 2863.17 ms [2022-03-03 02:31:42 main:574] : INFO : Epoch 1877 | loss: 0.0311294 | val_loss: 0.0311546 | Time: 2943.21 ms [2022-03-03 02:31:45 main:574] : INFO : Epoch 1878 | loss: 0.0311288 | val_loss: 0.0311582 | Time: 2939.15 ms [2022-03-03 02:31:48 main:574] : INFO : Epoch 1879 | loss: 0.0311259 | val_loss: 0.0311575 | Time: 2962.49 ms [2022-03-03 02:31:51 main:574] : INFO : Epoch 1880 | loss: 0.0311278 | val_loss: 0.0311547 | Time: 3083.41 ms [2022-03-03 02:31:54 main:574] : INFO : Epoch 1881 | loss: 0.0311259 | val_loss: 0.0311598 | Time: 3093.17 ms [2022-03-03 02:31:57 main:574] : INFO : Epoch 1882 | loss: 0.0311312 | val_loss: 0.0311583 | Time: 2924.93 ms [2022-03-03 02:32:00 main:574] : INFO : Epoch 1883 | loss: 0.0311347 | val_loss: 0.0311557 | Time: 2957.06 ms [2022-03-03 02:32:03 main:574] : INFO : Epoch 1884 | loss: 0.0311327 | val_loss: 0.0311614 | Time: 2979.45 ms [2022-03-03 02:32:06 main:574] : INFO : Epoch 1885 | loss: 0.0311281 | val_loss: 0.0311529 | Time: 3002.21 ms [2022-03-03 02:32:09 main:574] : INFO : Epoch 1886 | loss: 0.0311256 | val_loss: 0.0311513 | Time: 2903.06 ms [2022-03-03 02:32:12 main:574] : INFO : Epoch 1887 | loss: 0.0311254 | val_loss: 0.031155 | Time: 2887.01 ms [2022-03-03 02:32:15 main:574] : INFO : Epoch 1888 | loss: 0.031124 | val_loss: 0.0311539 | Time: 2954.57 ms [2022-03-03 02:32:18 main:574] : INFO : Epoch 1889 | loss: 0.0311237 | val_loss: 0.0311565 | Time: 2995.46 ms [2022-03-03 02:32:21 main:574] : INFO : Epoch 1890 | loss: 0.0311214 | val_loss: 0.0311565 | Time: 2956.59 ms [2022-03-03 02:32:24 main:574] : INFO : Epoch 1891 | loss: 0.0311275 | val_loss: 0.0311608 | Time: 3075.1 ms [2022-03-03 02:32:27 main:574] : INFO : Epoch 1892 | loss: 0.0311225 | val_loss: 0.0311567 | Time: 2874.77 ms [2022-03-03 02:32:30 main:574] : INFO : Epoch 1893 | loss: 0.0311296 | val_loss: 0.0311582 | Time: 3005.22 ms [2022-03-03 02:32:32 main:574] : INFO : Epoch 1894 | loss: 0.0311372 | val_loss: 0.0311509 | Time: 2940.76 ms [2022-03-03 02:32:35 main:574] : INFO : Epoch 1895 | loss: 0.0311373 | val_loss: 0.0311527 | Time: 2924.38 ms [2022-03-03 02:32:38 main:574] : INFO : Epoch 1896 | loss: 0.031133 | val_loss: 0.0311523 | Time: 2920.56 ms [2022-03-03 02:32:41 main:574] : INFO : Epoch 1897 | loss: 0.0311286 | val_loss: 0.031156 | Time: 2976.34 ms [2022-03-03 02:32:44 main:574] : INFO : Epoch 1898 | loss: 0.031126 | val_loss: 0.0311523 | Time: 3040.19 ms [2022-03-03 02:32:47 main:574] : INFO : Epoch 1899 | loss: 0.0311241 | val_loss: 0.0311544 | Time: 2950.06 ms [2022-03-03 02:32:50 main:574] : INFO : Epoch 1900 | loss: 0.0311244 | val_loss: 0.0311559 | Time: 2872.97 ms [2022-03-03 02:32:53 main:574] : INFO : Epoch 1901 | loss: 0.0311242 | val_loss: 0.0311675 | Time: 2910.63 ms [2022-03-03 02:32:56 main:574] : INFO : Epoch 1902 | loss: 0.0311233 | val_loss: 0.031161 | Time: 2955.77 ms [2022-03-03 02:32:59 main:574] : INFO : Epoch 1903 | loss: 0.0311228 | val_loss: 0.031161 | Time: 3043.53 ms [2022-03-03 02:33:02 main:574] : INFO : Epoch 1904 | loss: 0.031119 | val_loss: 0.0311618 | Time: 2851.91 ms [2022-03-03 02:33:05 main:574] : INFO : Epoch 1905 | loss: 0.0311191 | val_loss: 0.0311661 | Time: 2950.28 ms [2022-03-03 02:33:08 main:574] : INFO : Epoch 1906 | loss: 0.0311177 | val_loss: 0.0311597 | Time: 2905.93 ms [2022-03-03 02:33:11 main:574] : INFO : Epoch 1907 | loss: 0.0311185 | val_loss: 0.0311628 | Time: 2921.58 ms [2022-03-03 02:33:14 main:574] : INFO : Epoch 1908 | loss: 0.0311209 | val_loss: 0.0311609 | Time: 2908.21 ms [2022-03-03 02:33:17 main:574] : INFO : Epoch 1909 | loss: 0.0311192 | val_loss: 0.0311611 | Time: 2878.64 ms [2022-03-03 02:33:19 main:574] : INFO : Epoch 1910 | loss: 0.0311164 | val_loss: 0.031158 | Time: 2887.28 ms [2022-03-03 02:33:22 main:574] : INFO : Epoch 1911 | loss: 0.0311283 | val_loss: 0.0311595 | Time: 2947.72 ms [2022-03-03 02:33:25 main:574] : INFO : Epoch 1912 | loss: 0.0311276 | val_loss: 0.0311533 | Time: 2916.22 ms [2022-03-03 02:33:28 main:574] : INFO : Epoch 1913 | loss: 0.0311244 | val_loss: 0.0311589 | Time: 2941.18 ms [2022-03-03 02:33:31 main:574] : INFO : Epoch 1914 | loss: 0.0311222 | val_loss: 0.0311573 | Time: 2967.24 ms [2022-03-03 02:33:34 main:574] : INFO : Epoch 1915 | loss: 0.0311219 | val_loss: 0.0311565 | Time: 2922.58 ms [2022-03-03 02:33:37 main:574] : INFO : Epoch 1916 | loss: 0.0311212 | val_loss: 0.0311572 | Time: 3015.09 ms [2022-03-03 02:33:40 main:574] : INFO : Epoch 1917 | loss: 0.0311188 | val_loss: 0.0311589 | Time: 2964.89 ms [2022-03-03 02:33:43 main:574] : INFO : Epoch 1918 | loss: 0.0311171 | val_loss: 0.0311561 | Time: 2959.08 ms [2022-03-03 02:33:46 main:574] : INFO : Epoch 1919 | loss: 0.0311152 | val_loss: 0.0311566 | Time: 2975.91 ms [2022-03-03 02:33:49 main:574] : INFO : Epoch 1920 | loss: 0.0311163 | val_loss: 0.0311573 | Time: 2976.98 ms [2022-03-03 02:33:52 main:574] : INFO : Epoch 1921 | loss: 0.0311208 | val_loss: 0.0311598 | Time: 2998.5 ms [2022-03-03 02:33:55 main:574] : INFO : Epoch 1922 | loss: 0.031119 | val_loss: 0.0311573 | Time: 2988 ms [2022-03-03 02:33:58 main:574] : INFO : Epoch 1923 | loss: 0.0311196 | val_loss: 0.0311585 | Time: 2974.36 ms [2022-03-03 02:34:01 main:574] : INFO : Epoch 1924 | loss: 0.031118 | val_loss: 0.0311553 | Time: 2919.93 ms [2022-03-03 02:34:04 main:574] : INFO : Epoch 1925 | loss: 0.0311139 | val_loss: 0.0311599 | Time: 3066.6 ms [2022-03-03 02:34:07 main:574] : INFO : Epoch 1926 | loss: 0.0311262 | val_loss: 0.0311592 | Time: 2923.1 ms [2022-03-03 02:34:10 main:574] : INFO : Epoch 1927 | loss: 0.0311316 | val_loss: 0.0311579 | Time: 2940.66 ms [2022-03-03 02:34:13 main:574] : INFO : Epoch 1928 | loss: 0.0311292 | val_loss: 0.0311531 | Time: 2938.52 ms [2022-03-03 02:34:16 main:574] : INFO : Epoch 1929 | loss: 0.0311251 | val_loss: 0.0311542 | Time: 2919.65 ms [2022-03-03 02:34:19 main:574] : INFO : Epoch 1930 | loss: 0.0311225 | val_loss: 0.0311501 | Time: 2938.33 ms [2022-03-03 02:34:22 main:574] : INFO : Epoch 1931 | loss: 0.0311213 | val_loss: 0.0311533 | Time: 2936.51 ms [2022-03-03 02:34:25 main:574] : INFO : Epoch 1932 | loss: 0.0311195 | val_loss: 0.0311541 | Time: 3012.74 ms [2022-03-03 02:34:28 main:574] : INFO : Epoch 1933 | loss: 0.0311193 | val_loss: 0.0311535 | Time: 2974.31 ms [2022-03-03 02:34:31 main:574] : INFO : Epoch 1934 | loss: 0.0311182 | val_loss: 0.0311532 | Time: 2986.29 ms [2022-03-03 02:34:34 main:574] : INFO : Epoch 1935 | loss: 0.0311154 | val_loss: 0.0311553 | Time: 2926.88 ms [2022-03-03 02:34:36 main:574] : INFO : Epoch 1936 | loss: 0.031116 | val_loss: 0.0311566 | Time: 2877.47 ms [2022-03-03 02:34:39 main:574] : INFO : Epoch 1937 | loss: 0.0311212 | val_loss: 0.0311538 | Time: 2992.99 ms [2022-03-03 02:34:42 main:574] : INFO : Epoch 1938 | loss: 0.0311186 | val_loss: 0.0311545 | Time: 2931.94 ms [2022-03-03 02:34:45 main:574] : INFO : Epoch 1939 | loss: 0.0311173 | val_loss: 0.0311552 | Time: 2907.85 ms [2022-03-03 02:34:48 main:574] : INFO : Epoch 1940 | loss: 0.0311219 | val_loss: 0.031162 | Time: 2984.83 ms [2022-03-03 02:34:51 main:574] : INFO : Epoch 1941 | loss: 0.0311201 | val_loss: 0.0311567 | Time: 2935.44 ms [2022-03-03 02:34:54 main:574] : INFO : Epoch 1942 | loss: 0.0311162 | val_loss: 0.0311548 | Time: 2949.62 ms [2022-03-03 02:34:57 main:574] : INFO : Epoch 1943 | loss: 0.0311131 | val_loss: 0.0311571 | Time: 2899.61 ms [2022-03-03 02:35:00 main:574] : INFO : Epoch 1944 | loss: 0.0311163 | val_loss: 0.0311558 | Time: 2909.65 ms [2022-03-03 02:35:03 main:574] : INFO : Epoch 1945 | loss: 0.0311127 | val_loss: 0.0311556 | Time: 2926.38 ms [2022-03-03 02:35:06 main:574] : INFO : Epoch 1946 | loss: 0.0311106 | val_loss: 0.0311529 | Time: 2983.22 ms [2022-03-03 02:35:09 main:574] : INFO : Epoch 1947 | loss: 0.031112 | val_loss: 0.0311594 | Time: 3086.78 ms [2022-03-03 02:35:12 main:574] : INFO : Epoch 1948 | loss: 0.0311129 | val_loss: 0.0311539 | Time: 2975.12 ms [2022-03-03 02:35:15 main:574] : INFO : Epoch 1949 | loss: 0.0311162 | val_loss: 0.0311647 | Time: 2952.76 ms [2022-03-03 02:35:18 main:574] : INFO : Epoch 1950 | loss: 0.0311157 | val_loss: 0.0311545 | Time: 2965.86 ms [2022-03-03 02:35:21 main:574] : INFO : Epoch 1951 | loss: 0.0311131 | val_loss: 0.0311594 | Time: 2922.73 ms [2022-03-03 02:35:24 main:574] : INFO : Epoch 1952 | loss: 0.0311132 | val_loss: 0.0311568 | Time: 2940.1 ms [2022-03-03 02:35:27 main:574] : INFO : Epoch 1953 | loss: 0.0311168 | val_loss: 0.0311539 | Time: 2906.25 ms [2022-03-03 02:35:30 main:574] : INFO : Epoch 1954 | loss: 0.0311134 | val_loss: 0.0311591 | Time: 2938.62 ms [2022-03-03 02:35:33 main:574] : INFO : Epoch 1955 | loss: 0.0311114 | val_loss: 0.0311567 | Time: 2924.22 ms [2022-03-03 02:35:35 main:574] : INFO : Epoch 1956 | loss: 0.0311082 | val_loss: 0.0311634 | Time: 2931.92 ms [2022-03-03 02:35:38 main:574] : INFO : Epoch 1957 | loss: 0.0311091 | val_loss: 0.0311605 | Time: 2908.09 ms [2022-03-03 02:35:41 main:574] : INFO : Epoch 1958 | loss: 0.0311117 | val_loss: 0.0311615 | Time: 2906.12 ms [2022-03-03 02:35:44 main:574] : INFO : Epoch 1959 | loss: 0.0311138 | val_loss: 0.0311579 | Time: 2959.46 ms [2022-03-03 02:35:47 main:574] : INFO : Epoch 1960 | loss: 0.0311146 | val_loss: 0.0311558 | Time: 2915.09 ms [2022-03-03 02:35:50 main:574] : INFO : Epoch 1961 | loss: 0.0311122 | val_loss: 0.0311578 | Time: 3007.26 ms [2022-03-03 02:35:53 main:574] : INFO : Epoch 1962 | loss: 0.0311096 | val_loss: 0.0311548 | Time: 2937.45 ms [2022-03-03 02:35:56 main:574] : INFO : Epoch 1963 | loss: 0.0311098 | val_loss: 0.0311572 | Time: 2922.26 ms [2022-03-03 02:35:59 main:574] : INFO : Epoch 1964 | loss: 0.0311099 | val_loss: 0.0311513 | Time: 2897.86 ms [2022-03-03 02:36:02 main:574] : INFO : Epoch 1965 | loss: 0.0311102 | val_loss: 0.0311536 | Time: 2945.25 ms [2022-03-03 02:36:05 main:574] : INFO : Epoch 1966 | loss: 0.0311095 | val_loss: 0.0311552 | Time: 3020.35 ms [2022-03-03 02:36:08 main:574] : INFO : Epoch 1967 | loss: 0.0311061 | val_loss: 0.031156 | Time: 2924.84 ms [2022-03-03 02:36:11 main:574] : INFO : Epoch 1968 | loss: 0.031108 | val_loss: 0.0311596 | Time: 2933.5 ms [2022-03-03 02:36:14 main:574] : INFO : Epoch 1969 | loss: 0.0311117 | val_loss: 0.0311589 | Time: 3128.56 ms [2022-03-03 02:36:17 main:574] : INFO : Epoch 1970 | loss: 0.0311117 | val_loss: 0.0311538 | Time: 3154.1 ms [2022-03-03 02:36:20 main:574] : INFO : Epoch 1971 | loss: 0.0311122 | val_loss: 0.0311518 | Time: 2962.51 ms [2022-03-03 02:36:23 main:574] : INFO : Epoch 1972 | loss: 0.0311126 | val_loss: 0.0311505 | Time: 2930.82 ms [2022-03-03 02:36:26 main:574] : INFO : Epoch 1973 | loss: 0.031106 | val_loss: 0.0311554 | Time: 2976.96 ms [2022-03-03 02:36:29 main:574] : INFO : Epoch 1974 | loss: 0.0311067 | val_loss: 0.0311597 | Time: 2956.79 ms [2022-03-03 02:36:32 main:574] : INFO : Epoch 1975 | loss: 0.0311097 | val_loss: 0.0311577 | Time: 2896.21 ms [2022-03-03 02:36:35 main:574] : INFO : Epoch 1976 | loss: 0.0311686 | val_loss: 0.0311941 | Time: 2907.46 ms [2022-03-03 02:36:38 main:574] : INFO : Epoch 1977 | loss: 0.0311886 | val_loss: 0.0311825 | Time: 2962.17 ms [2022-03-03 02:36:41 main:574] : INFO : Epoch 1978 | loss: 0.0311856 | val_loss: 0.0311803 | Time: 2912.5 ms [2022-03-03 02:36:44 main:574] : INFO : Epoch 1979 | loss: 0.0311815 | val_loss: 0.0311776 | Time: 2891.53 ms [2022-03-03 02:36:46 main:574] : INFO : Epoch 1980 | loss: 0.0311793 | val_loss: 0.0311744 | Time: 2915.29 ms [2022-03-03 02:36:49 main:574] : INFO : Epoch 1981 | loss: 0.0311759 | val_loss: 0.0311745 | Time: 2928.97 ms [2022-03-03 02:36:52 main:574] : INFO : Epoch 1982 | loss: 0.0311724 | val_loss: 0.0311742 | Time: 2917.79 ms [2022-03-03 02:36:55 main:574] : INFO : Epoch 1983 | loss: 0.0311716 | val_loss: 0.0311707 | Time: 2939.07 ms [2022-03-03 02:36:58 main:574] : INFO : Epoch 1984 | loss: 0.0311689 | val_loss: 0.0311701 | Time: 2912.62 ms [2022-03-03 02:37:01 main:574] : INFO : Epoch 1985 | loss: 0.0311675 | val_loss: 0.0311723 | Time: 2916.57 ms [2022-03-03 02:37:04 main:574] : INFO : Epoch 1986 | loss: 0.0311876 | val_loss: 0.0312033 | Time: 2905.53 ms [2022-03-03 02:37:07 main:574] : INFO : Epoch 1987 | loss: 0.0311988 | val_loss: 0.0311935 | Time: 2947.36 ms [2022-03-03 02:37:10 main:574] : INFO : Epoch 1988 | loss: 0.0311935 | val_loss: 0.0311948 | Time: 2885.07 ms [2022-03-03 02:37:13 main:574] : INFO : Epoch 1989 | loss: 0.0312003 | val_loss: 0.0312065 | Time: 2974.55 ms [2022-03-03 02:37:16 main:574] : INFO : Epoch 1990 | loss: 0.031202 | val_loss: 0.0311954 | Time: 3005.81 ms [2022-03-03 02:37:19 main:574] : INFO : Epoch 1991 | loss: 0.0311987 | val_loss: 0.0311963 | Time: 2920.98 ms [2022-03-03 02:37:22 main:574] : INFO : Epoch 1992 | loss: 0.0311962 | val_loss: 0.0311917 | Time: 3101.61 ms [2022-03-03 02:37:25 main:574] : INFO : Epoch 1993 | loss: 0.0311911 | val_loss: 0.0311865 | Time: 3084.48 ms [2022-03-03 02:37:28 main:574] : INFO : Epoch 1994 | loss: 0.0311882 | val_loss: 0.0311846 | Time: 2913.01 ms [2022-03-03 02:37:31 main:574] : INFO : Epoch 1995 | loss: 0.031187 | val_loss: 0.031186 | Time: 2901.58 ms [2022-03-03 02:37:34 main:574] : INFO : Epoch 1996 | loss: 0.0311862 | val_loss: 0.0311847 | Time: 2910.13 ms [2022-03-03 02:37:37 main:574] : INFO : Epoch 1997 | loss: 0.031186 | val_loss: 0.0311853 | Time: 2890.67 ms [2022-03-03 02:37:39 main:574] : INFO : Epoch 1998 | loss: 0.031186 | val_loss: 0.0311826 | Time: 2883.97 ms [2022-03-03 02:37:42 main:574] : INFO : Epoch 1999 | loss: 0.0311855 | val_loss: 0.0311824 | Time: 2913.72 ms [2022-03-03 02:37:45 main:574] : INFO : Epoch 2000 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 2904.74 ms [2022-03-03 02:37:48 main:574] : INFO : Epoch 2001 | loss: 0.0311819 | val_loss: 0.031179 | Time: 2903.43 ms [2022-03-03 02:37:51 main:574] : INFO : Epoch 2002 | loss: 0.0311805 | val_loss: 0.0311789 | Time: 2917.2 ms [2022-03-03 02:37:54 main:574] : INFO : Epoch 2003 | loss: 0.0311802 | val_loss: 0.0311786 | Time: 2884.51 ms [2022-03-03 02:37:57 main:574] : INFO : Epoch 2004 | loss: 0.03118 | val_loss: 0.0311798 | Time: 2904.55 ms [2022-03-03 02:38:00 main:574] : INFO : Epoch 2005 | loss: 0.0311829 | val_loss: 0.0311859 | Time: 2940.13 ms [2022-03-03 02:38:03 main:574] : INFO : Epoch 2006 | loss: 0.0311853 | val_loss: 0.0311824 | Time: 2940.08 ms [2022-03-03 02:38:06 main:574] : INFO : Epoch 2007 | loss: 0.0311817 | val_loss: 0.0311789 | Time: 2873.9 ms [2022-03-03 02:38:09 main:574] : INFO : Epoch 2008 | loss: 0.0311792 | val_loss: 0.0311794 | Time: 2935.5 ms [2022-03-03 02:38:12 main:574] : INFO : Epoch 2009 | loss: 0.0311775 | val_loss: 0.0311779 | Time: 2971.47 ms [2022-03-03 02:38:15 main:574] : INFO : Epoch 2010 | loss: 0.031178 | val_loss: 0.0311777 | Time: 2965.52 ms [2022-03-03 02:38:17 main:574] : INFO : Epoch 2011 | loss: 0.031177 | val_loss: 0.031178 | Time: 2885.09 ms [2022-03-03 02:38:20 main:574] : INFO : Epoch 2012 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 2880.02 ms [2022-03-03 02:38:23 main:574] : INFO : Epoch 2013 | loss: 0.0311767 | val_loss: 0.0311796 | Time: 2977.36 ms [2022-03-03 02:38:26 main:574] : INFO : Epoch 2014 | loss: 0.0311772 | val_loss: 0.0311787 | Time: 2973.97 ms [2022-03-03 02:38:29 main:574] : INFO : Epoch 2015 | loss: 0.0311771 | val_loss: 0.0311779 | Time: 3117.44 ms [2022-03-03 02:38:32 main:574] : INFO : Epoch 2016 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 2908.59 ms [2022-03-03 02:38:35 main:574] : INFO : Epoch 2017 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 2912.19 ms [2022-03-03 02:38:38 main:574] : INFO : Epoch 2018 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 2931.53 ms [2022-03-03 02:38:41 main:574] : INFO : Epoch 2019 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 2923.91 ms [2022-03-03 02:38:44 main:574] : INFO : Epoch 2020 | loss: 0.0311764 | val_loss: 0.0311779 | Time: 2875.12 ms [2022-03-03 02:38:47 main:574] : INFO : Epoch 2021 | loss: 0.0311742 | val_loss: 0.0311772 | Time: 2912.01 ms [2022-03-03 02:38:50 main:574] : INFO : Epoch 2022 | loss: 0.0311741 | val_loss: 0.0311793 | Time: 2887.77 ms [2022-03-03 02:38:53 main:574] : INFO : Epoch 2023 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 2912.71 ms [2022-03-03 02:38:56 main:574] : INFO : Epoch 2024 | loss: 0.031174 | val_loss: 0.0311769 | Time: 2948.93 ms [2022-03-03 02:38:59 main:574] : INFO : Epoch 2025 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 2920.46 ms [2022-03-03 02:39:02 main:574] : INFO : Epoch 2026 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 2984.25 ms [2022-03-03 02:39:04 main:574] : INFO : Epoch 2027 | loss: 0.0311723 | val_loss: 0.0311773 | Time: 2891.91 ms [2022-03-03 02:39:07 main:574] : INFO : Epoch 2028 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 2899.92 ms [2022-03-03 02:39:10 main:574] : INFO : Epoch 2029 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 2966.33 ms [2022-03-03 02:39:13 main:574] : INFO : Epoch 2030 | loss: 0.0311718 | val_loss: 0.0311803 | Time: 2953.27 ms [2022-03-03 02:39:16 main:574] : INFO : Epoch 2031 | loss: 0.0311735 | val_loss: 0.0311782 | Time: 2904.7 ms [2022-03-03 02:39:19 main:574] : INFO : Epoch 2032 | loss: 0.0311818 | val_loss: 0.0311849 | Time: 2910.21 ms [2022-03-03 02:39:22 main:574] : INFO : Epoch 2033 | loss: 0.0311763 | val_loss: 0.0311822 | Time: 3027.01 ms [2022-03-03 02:39:25 main:574] : INFO : Epoch 2034 | loss: 0.0311729 | val_loss: 0.0311827 | Time: 2948.76 ms [2022-03-03 02:39:28 main:574] : INFO : Epoch 2035 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 2996.46 ms [2022-03-03 02:39:31 main:574] : INFO : Epoch 2036 | loss: 0.0311709 | val_loss: 0.0311771 | Time: 3085.72 ms [2022-03-03 02:39:34 main:574] : INFO : Epoch 2037 | loss: 0.0311707 | val_loss: 0.0311772 | Time: 3174.22 ms [2022-03-03 02:39:37 main:574] : INFO : Epoch 2038 | loss: 0.0311697 | val_loss: 0.0311799 | Time: 2987.56 ms [2022-03-03 02:39:40 main:574] : INFO : Epoch 2039 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 3013.01 ms [2022-03-03 02:39:43 main:574] : INFO : Epoch 2040 | loss: 0.0311704 | val_loss: 0.0311773 | Time: 2906.56 ms [2022-03-03 02:39:46 main:574] : INFO : Epoch 2041 | loss: 0.0311706 | val_loss: 0.0311767 | Time: 2907.05 ms [2022-03-03 02:39:49 main:574] : INFO : Epoch 2042 | loss: 0.0311707 | val_loss: 0.0311783 | Time: 2917.68 ms [2022-03-03 02:39:52 main:574] : INFO : Epoch 2043 | loss: 0.0311747 | val_loss: 0.03118 | Time: 2943.71 ms [2022-03-03 02:39:55 main:574] : INFO : Epoch 2044 | loss: 0.0311716 | val_loss: 0.0311782 | Time: 2912.32 ms [2022-03-03 02:39:58 main:574] : INFO : Epoch 2045 | loss: 0.0311698 | val_loss: 0.0311788 | Time: 2949.2 ms [2022-03-03 02:40:01 main:574] : INFO : Epoch 2046 | loss: 0.0311699 | val_loss: 0.0311763 | Time: 2971.39 ms [2022-03-03 02:40:04 main:574] : INFO : Epoch 2047 | loss: 0.0311706 | val_loss: 0.0311776 | Time: 2927.38 ms [2022-03-03 02:40:07 main:574] : INFO : Epoch 2048 | loss: 0.031169 | val_loss: 0.0311779 | Time: 3054.77 ms [2022-03-03 02:40:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311779 [2022-03-03 02:40:07 main:603] : INFO : Saving end state to config to file [2022-03-03 02:40:07 main:608] : INFO : Success, exiting.. 02:40:07 (10636): 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)