Task 14551420
| Name | ParityModified-1647044743-896-3-0_0 |
| Workunit | 11575824 |
| Created | 8 Apr 2022, 19:30:47 UTC |
| Sent | 10 Apr 2022, 17:58:09 UTC |
| Report deadline | 18 Apr 2022, 17:58:09 UTC |
| Received | 11 Apr 2022, 11:44:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21344 |
| Run time | 1 hours 43 min 33 sec |
| CPU time | 1 hours 34 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1 01:52:59 main:574] : INFO : Epoch 1542 | loss: 0.0312012 | val_loss: 0.0311977 | Time: 2938.88 ms [2022-04-11 01:53:02 main:574] : INFO : Epoch 1543 | loss: 0.0312004 | val_loss: 0.031199 | Time: 3047.48 ms [2022-04-11 01:53:05 main:574] : INFO : Epoch 1544 | loss: 0.0312009 | val_loss: 0.0312007 | Time: 2871.33 ms [2022-04-11 01:53:08 main:574] : INFO : Epoch 1545 | loss: 0.0312003 | val_loss: 0.0311987 | Time: 2880.24 ms [2022-04-11 01:53:11 main:574] : INFO : Epoch 1546 | loss: 0.0312001 | val_loss: 0.0311985 | Time: 2955.83 ms [2022-04-11 01:53:14 main:574] : INFO : Epoch 1547 | loss: 0.0312008 | val_loss: 0.0312024 | Time: 2904.67 ms [2022-04-11 01:53:17 main:574] : INFO : Epoch 1548 | loss: 0.0312016 | val_loss: 0.0312049 | Time: 2878.3 ms [2022-04-11 01:53:20 main:574] : INFO : Epoch 1549 | loss: 0.0312038 | val_loss: 0.0311987 | Time: 2929.21 ms [2022-04-11 01:53:23 main:574] : INFO : Epoch 1550 | loss: 0.0311997 | val_loss: 0.0311987 | Time: 2988.5 ms [2022-04-11 01:53:25 main:574] : INFO : Epoch 1551 | loss: 0.0312006 | val_loss: 0.0311975 | Time: 2880.29 ms [2022-04-11 01:53:28 main:574] : INFO : Epoch 1552 | loss: 0.0312008 | val_loss: 0.0312019 | Time: 2980.84 ms [2022-04-11 01:53:31 main:574] : INFO : Epoch 1553 | loss: 0.0312011 | val_loss: 0.031199 | Time: 2971.9 ms [2022-04-11 01:53:34 main:574] : INFO : Epoch 1554 | loss: 0.0311998 | val_loss: 0.0311989 | Time: 2932.67 ms [2022-04-11 01:53:37 main:574] : INFO : Epoch 1555 | loss: 0.0312003 | val_loss: 0.0311978 | Time: 3025.96 ms [2022-04-11 01:53:40 main:574] : INFO : Epoch 1556 | loss: 0.0311995 | val_loss: 0.0311987 | Time: 3007.33 ms [2022-04-11 01:53:43 main:574] : INFO : Epoch 1557 | loss: 0.0312003 | val_loss: 0.0311975 | Time: 3095.43 ms [2022-04-11 01:53:46 main:574] : INFO : Epoch 1558 | loss: 0.0311994 | val_loss: 0.0311982 | Time: 3055.42 ms [2022-04-11 01:53:49 main:574] : INFO : Epoch 1559 | loss: 0.0311994 | val_loss: 0.0311974 | Time: 3007.8 ms [2022-04-11 01:53:53 main:574] : INFO : Epoch 1560 | loss: 0.0312 | val_loss: 0.0311985 | Time: 3059.68 ms [2022-04-11 01:53:56 main:574] : INFO : Epoch 1561 | loss: 0.0312 | val_loss: 0.0311992 | Time: 3037.13 ms [2022-04-11 01:53:59 main:574] : INFO : Epoch 1562 | loss: 0.031201 | val_loss: 0.0311982 | Time: 3030.29 ms [2022-04-11 01:54:02 main:574] : INFO : Epoch 1563 | loss: 0.0312005 | val_loss: 0.0311978 | Time: 3133.66 ms [2022-04-11 01:54:05 main:574] : INFO : Epoch 1564 | loss: 0.0312008 | val_loss: 0.0311999 | Time: 3075.16 ms [2022-04-11 01:54:08 main:574] : INFO : Epoch 1565 | loss: 0.0312004 | val_loss: 0.031201 | Time: 3020.88 ms [2022-04-11 01:54:11 main:574] : INFO : Epoch 1566 | loss: 0.0312005 | val_loss: 0.0312025 | Time: 3038.6 ms [2022-04-11 01:54:14 main:574] : INFO : Epoch 1567 | loss: 0.0312015 | val_loss: 0.0311974 | Time: 3006.77 ms [2022-04-11 01:54:17 main:574] : INFO : Epoch 1568 | loss: 0.0312006 | val_loss: 0.0311982 | Time: 3023.05 ms [2022-04-11 01:54:20 main:574] : INFO : Epoch 1569 | loss: 0.0312007 | val_loss: 0.0311979 | Time: 2975.21 ms [2022-04-11 01:54:23 main:574] : INFO : Epoch 1570 | loss: 0.0311997 | val_loss: 0.0311977 | Time: 3053.71 ms [2022-04-11 01:54:26 main:574] : INFO : Epoch 1571 | loss: 0.0312004 | val_loss: 0.0311975 | Time: 2995.72 ms [2022-04-11 01:54:29 main:574] : INFO : Epoch 1572 | loss: 0.0312013 | val_loss: 0.0311976 | Time: 3117.76 ms [2022-04-11 01:54:32 main:574] : INFO : Epoch 1573 | loss: 0.0312031 | val_loss: 0.0311983 | Time: 3010.84 ms [2022-04-11 01:54:35 main:574] : INFO : Epoch 1574 | loss: 0.0311997 | val_loss: 0.0311975 | Time: 3004.16 ms [2022-04-11 01:54:38 main:574] : INFO : Epoch 1575 | loss: 0.0312017 | val_loss: 0.0311976 | Time: 2901.32 ms [2022-04-11 01:54:41 main:574] : INFO : Epoch 1576 | loss: 0.0311993 | val_loss: 0.0311982 | Time: 3036.56 ms [2022-04-11 01:54:44 main:574] : INFO : Epoch 1577 | loss: 0.0311999 | val_loss: 0.0312027 | Time: 2953.36 ms [2022-04-11 01:54:47 main:574] : INFO : Epoch 1578 | loss: 0.0312026 | val_loss: 0.0312019 | Time: 3080.47 ms [2022-04-11 01:54:50 main:574] : INFO : Epoch 1579 | loss: 0.0312008 | val_loss: 0.0311991 | Time: 3141.92 ms [2022-04-11 01:54:53 main:574] : INFO : Epoch 1580 | loss: 0.0312022 | val_loss: 0.0312019 | Time: 2953.37 ms [2022-04-11 01:54:56 main:574] : INFO : Epoch 1581 | loss: 0.0312024 | val_loss: 0.0312 | Time: 3035.24 ms [2022-04-11 01:54:59 main:574] : INFO : Epoch 1582 | loss: 0.0312018 | val_loss: 0.0312018 | Time: 3071.7 ms [2022-04-11 01:55:02 main:574] : INFO : Epoch 1583 | loss: 0.0311996 | val_loss: 0.0311974 | Time: 3039.87 ms [2022-04-11 01:55:05 main:574] : INFO : Epoch 1584 | loss: 0.0311991 | val_loss: 0.0312 | Time: 2966.32 ms [2022-04-11 01:55:08 main:574] : INFO : Epoch 1585 | loss: 0.0312 | val_loss: 0.0311977 | Time: 3050.82 ms [2022-04-11 01:55:11 main:574] : INFO : Epoch 1586 | loss: 0.0311997 | val_loss: 0.0311977 | Time: 3006.42 ms [2022-04-11 01:55:14 main:574] : INFO : Epoch 1587 | loss: 0.0312 | val_loss: 0.0311973 | Time: 2965.11 ms [2022-04-11 01:55:17 main:574] : INFO : Epoch 1588 | loss: 0.0311998 | val_loss: 0.0311971 | Time: 3038.37 ms [2022-04-11 01:55:20 main:574] : INFO : Epoch 1589 | loss: 0.0312011 | val_loss: 0.0311989 | Time: 3037.72 ms [2022-04-11 01:55:24 main:574] : INFO : Epoch 1590 | loss: 0.0312022 | val_loss: 0.0312011 | Time: 3112.11 ms [2022-04-11 01:55:27 main:574] : INFO : Epoch 1591 | loss: 0.0312003 | val_loss: 0.0311981 | Time: 2982.61 ms [2022-04-11 01:55:30 main:574] : INFO : Epoch 1592 | loss: 0.0311995 | val_loss: 0.0311978 | Time: 3109.58 ms [2022-04-11 01:55:33 main:574] : INFO : Epoch 1593 | loss: 0.0311997 | val_loss: 0.0311987 | Time: 2992.63 ms [2022-04-11 01:55:36 main:574] : INFO : Epoch 1594 | loss: 0.0311993 | val_loss: 0.0311975 | Time: 2982.55 ms [2022-04-11 01:55:39 main:574] : INFO : Epoch 1595 | loss: 0.0312002 | val_loss: 0.031201 | Time: 2978.73 ms [2022-04-11 01:55:42 main:574] : INFO : Epoch 1596 | loss: 0.0312014 | val_loss: 0.031198 | Time: 3013.89 ms [2022-04-11 01:55:45 main:574] : INFO : Epoch 1597 | loss: 0.0311997 | val_loss: 0.0311973 | Time: 3058.95 ms [2022-04-11 01:55:48 main:574] : INFO : Epoch 1598 | loss: 0.0312008 | val_loss: 0.0311979 | Time: 3029.63 ms [2022-04-11 01:55:51 main:574] : INFO : Epoch 1599 | loss: 0.0312026 | val_loss: 0.0312001 | Time: 3111.33 ms [2022-04-11 01:55:54 main:574] : INFO : Epoch 1600 | loss: 0.0312011 | val_loss: 0.0311973 | Time: 3005.25 ms [2022-04-11 01:55:57 main:574] : INFO : Epoch 1601 | loss: 0.0312003 | val_loss: 0.0311974 | Time: 3026.09 ms [2022-04-11 01:56:00 main:574] : INFO : Epoch 1602 | loss: 0.0311997 | val_loss: 0.0311976 | Time: 3134 ms [2022-04-11 01:56:03 main:574] : INFO : Epoch 1603 | loss: 0.031199 | val_loss: 0.0311976 | Time: 3081.56 ms [2022-04-11 01:56:06 main:574] : INFO : Epoch 1604 | loss: 0.0311999 | val_loss: 0.0311982 | Time: 3050.92 ms [2022-04-11 01:56:09 main:574] : INFO : Epoch 1605 | loss: 0.0312 | val_loss: 0.0311994 | Time: 3146.07 ms [2022-04-11 01:56:12 main:574] : INFO : Epoch 1606 | loss: 0.0311989 | val_loss: 0.031197 | Time: 3032.28 ms [2022-04-11 01:56:15 main:574] : INFO : Epoch 1607 | loss: 0.0311998 | val_loss: 0.0311974 | Time: 2977.34 ms [2022-04-11 01:56:18 main:574] : INFO : Epoch 1608 | loss: 0.0311996 | val_loss: 0.0312002 | Time: 3049.77 ms [2022-04-11 01:56:21 main:574] : INFO : Epoch 1609 | loss: 0.0311991 | val_loss: 0.0311991 | Time: 2988.73 ms [2022-04-11 01:56:24 main:574] : INFO : Epoch 1610 | loss: 0.0311993 | val_loss: 0.0311993 | Time: 3053.39 ms [2022-04-11 01:56:27 main:574] : INFO : Epoch 1611 | loss: 0.0312005 | val_loss: 0.0311991 | Time: 3013.28 ms [2022-04-11 01:56:31 main:574] : INFO : Epoch 1612 | loss: 0.0312008 | val_loss: 0.0311981 | Time: 3067.01 ms [2022-04-11 01:56:34 main:574] : INFO : Epoch 1613 | loss: 0.0312009 | val_loss: 0.0311981 | Time: 3004.51 ms [2022-04-11 01:56:37 main:574] : INFO : Epoch 1614 | loss: 0.031199 | val_loss: 0.031198 | Time: 3046.23 ms [2022-04-11 01:56:40 main:574] : INFO : Epoch 1615 | loss: 0.0312008 | val_loss: 0.0311991 | Time: 2983.81 ms [2022-04-11 01:56:43 main:574] : INFO : Epoch 1616 | loss: 0.0312008 | val_loss: 0.0311971 | Time: 3075.98 ms [2022-04-11 01:56:46 main:574] : INFO : Epoch 1617 | loss: 0.0311988 | val_loss: 0.0311972 | Time: 3037.4 ms [2022-04-11 01:56:49 main:574] : INFO : Epoch 1618 | loss: 0.0311991 | val_loss: 0.0312018 | Time: 3023.08 ms [2022-04-11 01:56:52 main:574] : INFO : Epoch 1619 | loss: 0.0312031 | val_loss: 0.0311992 | Time: 3020.37 ms [2022-04-11 01:56:55 main:574] : INFO : Epoch 1620 | loss: 0.0312005 | val_loss: 0.031201 | Time: 2996.43 ms [2022-04-11 01:56:58 main:574] : INFO : Epoch 1621 | loss: 0.0312014 | val_loss: 0.0312017 | Time: 3007.14 ms [2022-04-11 01:57:01 main:574] : INFO : Epoch 1622 | loss: 0.0312017 | val_loss: 0.031198 | Time: 3096.73 ms [2022-04-11 01:57:04 main:574] : INFO : Epoch 1623 | loss: 0.0311997 | val_loss: 0.0312054 | Time: 3060.11 ms [2022-04-11 01:57:07 main:574] : INFO : Epoch 1624 | loss: 0.0311997 | val_loss: 0.0311972 | Time: 3063.46 ms [2022-04-11 01:57:10 main:574] : INFO : Epoch 1625 | loss: 0.0312003 | val_loss: 0.0311994 | Time: 3006.97 ms [2022-04-11 01:57:13 main:574] : INFO : Epoch 1626 | loss: 0.0311998 | val_loss: 0.0311971 | Time: 3022.73 ms [2022-04-11 01:57:16 main:574] : INFO : Epoch 1627 | loss: 0.0312013 | val_loss: 0.0311978 | Time: 3074.81 ms [2022-04-11 01:57:19 main:574] : INFO : Epoch 1628 | loss: 0.0312029 | val_loss: 0.0312003 | Time: 3038.11 ms [2022-04-11 01:57:22 main:574] : INFO : Epoch 1629 | loss: 0.031201 | val_loss: 0.031198 | Time: 3046.63 ms [2022-04-11 01:57:25 main:574] : INFO : Epoch 1630 | loss: 0.0311994 | val_loss: 0.0311995 | Time: 3034.29 ms [2022-04-11 01:57:28 main:574] : INFO : Epoch 1631 | loss: 0.0312008 | val_loss: 0.0311976 | Time: 3013.7 ms [2022-04-11 01:57:31 main:574] : INFO : Epoch 1632 | loss: 0.0311995 | val_loss: 0.0311973 | Time: 3072.09 ms [2022-04-11 01:57:34 main:574] : INFO : Epoch 1633 | loss: 0.0312027 | val_loss: 0.0311989 | Time: 3039.89 ms [2022-04-11 01:57:37 main:574] : INFO : Epoch 1634 | loss: 0.031201 | val_loss: 0.0311976 | Time: 2928.77 ms [2022-04-11 01:57:40 main:574] : INFO : Epoch 1635 | loss: 0.0312029 | val_loss: 0.0311987 | Time: 3017.45 ms [2022-04-11 01:57:43 main:574] : INFO : Epoch 1636 | loss: 0.031201 | val_loss: 0.0311982 | Time: 3106.12 ms [2022-04-11 01:57:46 main:574] : INFO : Epoch 1637 | loss: 0.0312012 | val_loss: 0.0311994 | Time: 3071.49 ms [2022-04-11 01:57:50 main:574] : INFO : Epoch 1638 | loss: 0.0311988 | val_loss: 0.0311978 | Time: 3035.4 ms [2022-04-11 01:57:53 main:574] : INFO : Epoch 1639 | loss: 0.0312003 | val_loss: 0.0311975 | Time: 3067.58 ms [2022-04-11 01:57:56 main:574] : INFO : Epoch 1640 | loss: 0.0311992 | val_loss: 0.0311979 | Time: 3024.11 ms [2022-04-11 01:57:59 main:574] : INFO : Epoch 1641 | loss: 0.031199 | val_loss: 0.0311976 | Time: 2969.08 ms [2022-04-11 01:58:02 main:574] : INFO : Epoch 1642 | loss: 0.0311986 | val_loss: 0.031197 | Time: 3102 ms [2022-04-11 01:58:05 main:574] : INFO : Epoch 1643 | loss: 0.0311988 | val_loss: 0.0311986 | Time: 3093.18 ms [2022-04-11 01:58:08 main:574] : INFO : Epoch 1644 | loss: 0.0312004 | val_loss: 0.0311982 | Time: 3002.63 ms [2022-04-11 01:58:11 main:574] : INFO : Epoch 1645 | loss: 0.0312006 | val_loss: 0.0311969 | Time: 3022.47 ms [2022-04-11 01:58:14 main:574] : INFO : Epoch 1646 | loss: 0.031199 | val_loss: 0.031198 | Time: 3026.81 ms [2022-04-11 01:58:17 main:574] : INFO : Epoch 1647 | loss: 0.0311999 | val_loss: 0.0311971 | Time: 3045.11 ms [2022-04-11 01:58:20 main:574] : INFO : Epoch 1648 | loss: 0.0311993 | val_loss: 0.031198 | Time: 2943 ms [2022-04-11 01:58:23 main:574] : INFO : Epoch 1649 | loss: 0.031199 | val_loss: 0.0311973 | Time: 2951.03 ms [2022-04-11 01:58:26 main:574] : INFO : Epoch 1650 | loss: 0.0312006 | val_loss: 0.0311974 | Time: 3047.42 ms [2022-04-11 01:58:29 main:574] : INFO : Epoch 1651 | loss: 0.0311997 | val_loss: 0.0312005 | Time: 3081.46 ms [2022-04-11 01:58:32 main:574] : INFO : Epoch 1652 | loss: 0.0312 | val_loss: 0.0311982 | Time: 2993.5 ms [2022-04-11 01:58:35 main:574] : INFO : Epoch 1653 | loss: 0.0311996 | val_loss: 0.0311973 | Time: 3100.98 ms [2022-04-11 01:58:38 main:574] : INFO : Epoch 1654 | loss: 0.0311992 | val_loss: 0.0311978 | Time: 3110.72 ms [2022-04-11 01:58:41 main:574] : INFO : Epoch 1655 | loss: 0.0311986 | val_loss: 0.0311983 | Time: 3084.1 ms [2022-04-11 01:58:44 main:574] : INFO : Epoch 1656 | loss: 0.0311998 | val_loss: 0.0311995 | Time: 2996.95 ms [2022-04-11 01:58:47 main:574] : INFO : Epoch 1657 | loss: 0.0312024 | val_loss: 0.0311999 | Time: 3035.24 ms [2022-04-11 01:58:50 main:574] : INFO : Epoch 1658 | loss: 0.0312024 | val_loss: 0.0311994 | Time: 3097.48 ms [2022-04-11 01:58:53 main:574] : INFO : Epoch 1659 | loss: 0.0312014 | val_loss: 0.0311989 | Time: 3044.19 ms [2022-04-11 01:58:56 main:574] : INFO : Epoch 1660 | loss: 0.0312026 | val_loss: 0.031199 | Time: 3034.09 ms [2022-04-11 01:59:00 main:574] : INFO : Epoch 1661 | loss: 0.031201 | val_loss: 0.0311987 | Time: 3082.49 ms [2022-04-11 01:59:03 main:574] : INFO : Epoch 1662 | loss: 0.031201 | val_loss: 0.0312002 | Time: 3199.05 ms [2022-04-11 01:59:06 main:574] : INFO : Epoch 1663 | loss: 0.0312006 | val_loss: 0.0311976 | Time: 2990.21 ms [2022-04-11 01:59:09 main:574] : INFO : Epoch 1664 | loss: 0.0311999 | val_loss: 0.0311976 | Time: 3054.35 ms [2022-04-11 01:59:12 main:574] : INFO : Epoch 1665 | loss: 0.0311998 | val_loss: 0.031198 | Time: 3024.12 ms [2022-04-11 01:59:15 main:574] : INFO : Epoch 1666 | loss: 0.0312001 | val_loss: 0.0311976 | Time: 2980.14 ms [2022-04-11 01:59:18 main:574] : INFO : Epoch 1667 | loss: 0.0311991 | val_loss: 0.0311997 | Time: 3042.69 ms [2022-04-11 01:59:21 main:574] : INFO : Epoch 1668 | loss: 0.031201 | val_loss: 0.0311993 | Time: 3049.46 ms [2022-04-11 01:59:24 main:574] : INFO : Epoch 1669 | loss: 0.0311998 | val_loss: 0.0312011 | Time: 3126.28 ms [2022-04-11 01:59:27 main:574] : INFO : Epoch 1670 | loss: 0.031199 | val_loss: 0.0311978 | Time: 3079.24 ms [2022-04-11 01:59:30 main:574] : INFO : Epoch 1671 | loss: 0.0311999 | val_loss: 0.0311985 | Time: 3067.71 ms [2022-04-11 01:59:33 main:574] : INFO : Epoch 1672 | loss: 0.0312003 | val_loss: 0.0311988 | Time: 3093.75 ms [2022-04-11 01:59:36 main:574] : INFO : Epoch 1673 | loss: 0.0311992 | val_loss: 0.0311972 | Time: 3069.47 ms [2022-04-11 01:59:39 main:574] : INFO : Epoch 1674 | loss: 0.0311983 | val_loss: 0.0312006 | Time: 3088.08 ms [2022-04-11 01:59:42 main:574] : INFO : Epoch 1675 | loss: 0.0311993 | val_loss: 0.031197 | Time: 3001.15 ms [2022-04-11 01:59:45 main:574] : INFO : Epoch 1676 | loss: 0.0311983 | val_loss: 0.0311972 | Time: 3019.12 ms [2022-04-11 01:59:49 main:574] : INFO : Epoch 1677 | loss: 0.0311987 | val_loss: 0.0311982 | Time: 3050.57 ms [2022-04-11 01:59:52 main:574] : INFO : Epoch 1678 | loss: 0.0311987 | val_loss: 0.031199 | Time: 2978.36 ms [2022-04-11 01:59:55 main:574] : INFO : Epoch 1679 | loss: 0.0312004 | val_loss: 0.0311983 | Time: 3011.27 ms [2022-04-11 01:59:58 main:574] : INFO : Epoch 1680 | loss: 0.0311985 | val_loss: 0.0311978 | Time: 3070.03 ms [2022-04-11 02:00:01 main:574] : INFO : Epoch 1681 | loss: 0.0312006 | val_loss: 0.0311973 | Time: 3023.24 ms [2022-04-11 02:00:04 main:574] : INFO : Epoch 1682 | loss: 0.0312003 | val_loss: 0.031199 | Time: 3048.31 ms [2022-04-11 02:00:07 main:574] : INFO : Epoch 1683 | loss: 0.0311995 | val_loss: 0.0311994 | Time: 3007.61 ms [2022-04-11 02:00:10 main:574] : INFO : Epoch 1684 | loss: 0.0312036 | val_loss: 0.0312059 | Time: 3005.99 ms [2022-04-11 02:00:13 main:574] : INFO : Epoch 1685 | loss: 0.0312004 | val_loss: 0.0312 | Time: 3139.27 ms [2022-04-11 02:00:16 main:574] : INFO : Epoch 1686 | loss: 0.0311995 | val_loss: 0.0311995 | Time: 2996.73 ms [2022-04-11 02:00:19 main:574] : INFO : Epoch 1687 | loss: 0.031198 | val_loss: 0.0311975 | Time: 3053.98 ms [2022-04-11 02:00:22 main:574] : INFO : Epoch 1688 | loss: 0.0311996 | val_loss: 0.0311996 | Time: 2994.14 ms [2022-04-11 02:00:25 main:574] : INFO : Epoch 1689 | loss: 0.0311992 | val_loss: 0.0311977 | Time: 2985.44 ms [2022-04-11 02:00:28 main:574] : INFO : Epoch 1690 | loss: 0.0311977 | val_loss: 0.0312008 | Time: 2974.86 ms [2022-04-11 02:00:31 main:574] : INFO : Epoch 1691 | loss: 0.031201 | val_loss: 0.0312088 | Time: 2924.44 ms [2022-04-11 02:00:34 main:574] : INFO : Epoch 1692 | loss: 0.0312015 | val_loss: 0.0311987 | Time: 2969.57 ms [2022-04-11 02:00:37 main:574] : INFO : Epoch 1693 | loss: 0.0311977 | val_loss: 0.0311977 | Time: 2993.69 ms [2022-04-11 02:00:40 main:574] : INFO : Epoch 1694 | loss: 0.0311976 | val_loss: 0.0311975 | Time: 3030.28 ms [2022-04-11 02:34:26 main:574] : INFO : Epoch 1695 | loss: 0.0311989 | val_loss: 0.0311993 | Time: 2.02615e+06 ms [2022-04-11 02:34:29 main:574] : INFO : Epoch 1696 | loss: 0.0311979 | val_loss: 0.0311975 | Time: 3025.4 ms [2022-04-11 02:34:32 main:574] : INFO : Epoch 1697 | loss: 0.031197 | val_loss: 0.0311965 | Time: 2993.42 ms [2022-04-11 02:34:35 main:574] : INFO : Epoch 1698 | loss: 0.0311971 | val_loss: 0.0311966 | Time: 3028.19 ms [2022-04-11 02:34:38 main:574] : INFO : Epoch 1699 | loss: 0.0311973 | val_loss: 0.0311974 | Time: 3088.91 ms [2022-04-11 02:34:41 main:574] : INFO : Epoch 1700 | loss: 0.0311989 | val_loss: 0.0311968 | Time: 3035.53 ms [2022-04-11 02:34:44 main:574] : INFO : Epoch 1701 | loss: 0.0312006 | val_loss: 0.0311978 | Time: 3040.01 ms [2022-04-11 02:34:47 main:574] : INFO : Epoch 1702 | loss: 0.0311979 | val_loss: 0.0311977 | Time: 3047.25 ms [2022-04-11 02:34:50 main:574] : INFO : Epoch 1703 | loss: 0.031199 | val_loss: 0.031201 | Time: 3066.83 ms [2022-04-11 02:34:53 main:574] : INFO : Epoch 1704 | loss: 0.0311976 | val_loss: 0.0311969 | Time: 3072.22 ms [2022-04-11 02:34:56 main:574] : INFO : Epoch 1705 | loss: 0.0311971 | val_loss: 0.0311964 | Time: 3064.98 ms [2022-04-11 02:34:59 main:574] : INFO : Epoch 1706 | loss: 0.0311978 | val_loss: 0.031198 | Time: 3034.84 ms [2022-04-11 02:35:03 main:574] : INFO : Epoch 1707 | loss: 0.0311973 | val_loss: 0.0311964 | Time: 3100.94 ms [2022-04-11 02:35:06 main:574] : INFO : Epoch 1708 | loss: 0.0311968 | val_loss: 0.0311983 | Time: 2986.11 ms [2022-04-11 02:41:02 main:574] : INFO : Epoch 1709 | loss: 0.0311976 | val_loss: 0.0311964 | Time: 356380 ms [2022-04-11 02:41:05 main:574] : INFO : Epoch 1710 | loss: 0.0311993 | val_loss: 0.0311968 | Time: 3266.76 ms [2022-04-11 02:41:08 main:574] : INFO : Epoch 1711 | loss: 0.0311982 | val_loss: 0.0311977 | Time: 3126.58 ms [2022-04-11 02:41:12 main:574] : INFO : Epoch 1712 | loss: 0.0311997 | val_loss: 0.0311967 | Time: 3228.99 ms [2022-04-11 02:41:15 main:574] : INFO : Epoch 1713 | loss: 0.0311985 | val_loss: 0.0311964 | Time: 3217.6 ms [2022-04-11 02:41:18 main:574] : INFO : Epoch 1714 | loss: 0.0311974 | val_loss: 0.031198 | Time: 3254.1 ms [2022-04-11 02:41:21 main:574] : INFO : Epoch 1715 | loss: 0.031197 | val_loss: 0.0311967 | Time: 3327.36 ms [2022-04-11 02:41:25 main:574] : INFO : Epoch 1716 | loss: 0.0311969 | val_loss: 0.0311969 | Time: 3323.68 ms [2022-04-11 02:41:28 main:574] : INFO : Epoch 1717 | loss: 0.0311969 | val_loss: 0.0311967 | Time: 3278.87 ms [2022-04-11 02:41:31 main:574] : INFO : Epoch 1718 | loss: 0.0311968 | val_loss: 0.0311967 | Time: 3239.32 ms [2022-04-11 02:41:35 main:574] : INFO : Epoch 1719 | loss: 0.0311984 | val_loss: 0.0311982 | Time: 3290.62 ms [2022-04-11 02:41:38 main:574] : INFO : Epoch 1720 | loss: 0.0311967 | val_loss: 0.0311984 | Time: 3225.22 ms [2022-04-11 02:41:41 main:574] : INFO : Epoch 1721 | loss: 0.0311982 | val_loss: 0.0311993 | Time: 3252.84 ms [2022-04-11 02:41:44 main:574] : INFO : Epoch 1722 | loss: 0.031197 | val_loss: 0.0311968 | Time: 3228.92 ms [2022-04-11 02:41:47 main:574] : INFO : Epoch 1723 | loss: 0.0311967 | val_loss: 0.0311975 | Time: 3214.33 ms [2022-04-11 02:41:51 main:574] : INFO : Epoch 1724 | loss: 0.0311973 | val_loss: 0.0311969 | Time: 3130.24 ms [2022-04-11 02:41:54 main:574] : INFO : Epoch 1725 | loss: 0.0311974 | val_loss: 0.0311966 | Time: 3060.89 ms [2022-04-11 02:41:57 main:574] : INFO : Epoch 1726 | loss: 0.031197 | val_loss: 0.0311966 | Time: 3228.26 ms [2022-04-11 02:42:00 main:574] : INFO : Epoch 1727 | loss: 0.031197 | val_loss: 0.0311964 | Time: 3119.61 ms [2022-04-11 02:42:03 main:574] : INFO : Epoch 1728 | loss: 0.031197 | val_loss: 0.0311965 | Time: 3288.27 ms [2022-04-11 02:42:06 main:574] : INFO : Epoch 1729 | loss: 0.031197 | val_loss: 0.0311969 | Time: 3153.94 ms [2022-04-11 02:42:10 main:574] : INFO : Epoch 1730 | loss: 0.0311979 | val_loss: 0.0312007 | Time: 3157.24 ms [2022-04-11 02:42:13 main:574] : INFO : Epoch 1731 | loss: 0.0312011 | val_loss: 0.031201 | Time: 3189.94 ms [2022-04-11 02:42:16 main:574] : INFO : Epoch 1732 | loss: 0.0311993 | val_loss: 0.0311983 | Time: 3255.91 ms [2022-04-11 02:42:19 main:574] : INFO : Epoch 1733 | loss: 0.0311976 | val_loss: 0.0311971 | Time: 3309.88 ms [2022-04-11 02:47:26 main:574] : INFO : Epoch 1734 | loss: 0.0311963 | val_loss: 0.0311971 | Time: 306323 ms [2022-04-11 02:47:29 main:574] : INFO : Epoch 1735 | loss: 0.0311977 | val_loss: 0.0311978 | Time: 3050.26 ms [2022-04-11 02:47:32 main:574] : INFO : Epoch 1736 | loss: 0.0311982 | val_loss: 0.031197 | Time: 2984.5 ms [2022-04-11 02:47:35 main:574] : INFO : Epoch 1737 | loss: 0.0311968 | val_loss: 0.0311976 | Time: 3030.69 ms [2022-04-11 02:47:38 main:574] : INFO : Epoch 1738 | loss: 0.0311962 | val_loss: 0.0311967 | Time: 2999.89 ms [2022-04-11 02:47:41 main:574] : INFO : Epoch 1739 | loss: 0.0311964 | val_loss: 0.0311974 | Time: 3072.39 ms [2022-04-11 02:47:44 main:574] : INFO : Epoch 1740 | loss: 0.0311966 | val_loss: 0.0311966 | Time: 3090.96 ms [2022-04-11 02:47:47 main:574] : INFO : Epoch 1741 | loss: 0.0311968 | val_loss: 0.0311973 | Time: 3069.26 ms [2022-04-11 02:47:50 main:574] : INFO : Epoch 1742 | loss: 0.0311961 | val_loss: 0.031196 | Time: 2970.05 ms [2022-04-11 02:47:53 main:574] : INFO : Epoch 1743 | loss: 0.0311962 | val_loss: 0.0311996 | Time: 2995.5 ms [2022-04-11 02:47:56 main:574] : INFO : Epoch 1744 | loss: 0.0311974 | val_loss: 0.0311984 | Time: 3040.62 ms [2022-04-11 02:47:59 main:574] : INFO : Epoch 1745 | loss: 0.0311996 | val_loss: 0.031197 | Time: 3084.86 ms [2022-04-11 02:48:02 main:574] : INFO : Epoch 1746 | loss: 0.0312 | val_loss: 0.0312055 | Time: 3171.87 ms [2022-04-11 02:48:05 main:574] : INFO : Epoch 1747 | loss: 0.0312021 | val_loss: 0.0312025 | Time: 3051.75 ms [2022-04-11 02:48:08 main:574] : INFO : Epoch 1748 | loss: 0.0311974 | val_loss: 0.0311986 | Time: 3083.13 ms [2022-04-11 02:48:12 main:574] : INFO : Epoch 1749 | loss: 0.0311966 | val_loss: 0.0311964 | Time: 3066.25 ms [2022-04-11 02:48:15 main:574] : INFO : Epoch 1750 | loss: 0.0311968 | val_loss: 0.0311963 | Time: 3037.38 ms [2022-04-11 02:48:18 main:574] : INFO : Epoch 1751 | loss: 0.0311984 | val_loss: 0.0311966 | Time: 3029.28 ms [2022-04-11 02:48:21 main:574] : INFO : Epoch 1752 | loss: 0.0311985 | val_loss: 0.0311976 | Time: 3024.44 ms [2022-04-11 02:48:34 main:574] : INFO : Epoch 1753 | loss: 0.0311966 | val_loss: 0.031198 | Time: 13310.9 ms [2022-04-11 02:48:37 main:574] : INFO : Epoch 1754 | loss: 0.0311959 | val_loss: 0.0311973 | Time: 3096.65 ms [2022-04-11 02:48:40 main:574] : INFO : Epoch 1755 | loss: 0.0311956 | val_loss: 0.0311986 | Time: 3037.66 ms [2022-04-11 02:48:43 main:574] : INFO : Epoch 1756 | loss: 0.0311966 | val_loss: 0.0311968 | Time: 3014.59 ms [2022-04-11 02:48:46 main:574] : INFO : Epoch 1757 | loss: 0.0311974 | val_loss: 0.0311982 | Time: 3065.04 ms [2022-04-11 02:48:49 main:574] : INFO : Epoch 1758 | loss: 0.0311969 | val_loss: 0.0311991 | Time: 2983.55 ms [2022-04-11 02:48:52 main:574] : INFO : Epoch 1759 | loss: 0.0311974 | val_loss: 0.0311968 | Time: 3021.83 ms [2022-04-11 02:48:55 main:574] : INFO : Epoch 1760 | loss: 0.0311959 | val_loss: 0.0311972 | Time: 3103.38 ms [2022-04-11 02:48:58 main:574] : INFO : Epoch 1761 | loss: 0.0311964 | val_loss: 0.0312053 | Time: 3004.74 ms [2022-04-11 02:49:01 main:574] : INFO : Epoch 1762 | loss: 0.0311995 | val_loss: 0.0311967 | Time: 3060.91 ms [2022-04-11 02:49:04 main:574] : INFO : Epoch 1763 | loss: 0.0311958 | val_loss: 0.0311987 | Time: 3050.49 ms [2022-04-11 02:49:08 main:574] : INFO : Epoch 1764 | loss: 0.0311967 | val_loss: 0.0311969 | Time: 3077.91 ms [2022-04-11 02:49:11 main:574] : INFO : Epoch 1765 | loss: 0.0311961 | val_loss: 0.0311973 | Time: 3011.6 ms [2022-04-11 02:49:14 main:574] : INFO : Epoch 1766 | loss: 0.0311988 | val_loss: 0.0311982 | Time: 3037.44 ms [2022-04-11 02:49:17 main:574] : INFO : Epoch 1767 | loss: 0.0311972 | val_loss: 0.0311967 | Time: 3054.69 ms [2022-04-11 02:49:20 main:574] : INFO : Epoch 1768 | loss: 0.0311984 | val_loss: 0.0311971 | Time: 3051.82 ms [2022-04-11 02:49:23 main:574] : INFO : Epoch 1769 | loss: 0.0311975 | val_loss: 0.031197 | Time: 3004.72 ms [2022-04-11 02:49:26 main:574] : INFO : Epoch 1770 | loss: 0.0311979 | val_loss: 0.0311975 | Time: 3034.84 ms [2022-04-11 02:49:29 main:574] : INFO : Epoch 1771 | loss: 0.0311963 | val_loss: 0.0311967 | Time: 3067.06 ms [2022-04-11 02:49:32 main:574] : INFO : Epoch 1772 | loss: 0.0311966 | val_loss: 0.0311996 | Time: 3002.12 ms [2022-04-11 02:49:35 main:574] : INFO : Epoch 1773 | loss: 0.0311958 | val_loss: 0.031198 | Time: 3059.17 ms [2022-04-11 02:49:38 main:574] : INFO : Epoch 1774 | loss: 0.0311974 | val_loss: 0.0311979 | Time: 3003.74 ms [2022-04-11 02:49:41 main:574] : INFO : Epoch 1775 | loss: 0.0311965 | val_loss: 0.0311966 | Time: 2965.66 ms [2022-04-11 02:49:44 main:574] : INFO : Epoch 1776 | loss: 0.0311953 | val_loss: 0.0311965 | Time: 3044.44 ms [2022-04-11 02:49:47 main:574] : INFO : Epoch 1777 | loss: 0.0311958 | val_loss: 0.0311972 | Time: 3029.75 ms [2022-04-11 02:49:50 main:574] : INFO : Epoch 1778 | loss: 0.0311975 | val_loss: 0.031198 | Time: 3042.68 ms [2022-04-11 02:49:53 main:574] : INFO : Epoch 1779 | loss: 0.0311953 | val_loss: 0.0311978 | Time: 2940.89 ms [2022-04-11 02:49:56 main:574] : INFO : Epoch 1780 | loss: 0.0311959 | val_loss: 0.0311973 | Time: 2958.64 ms [2022-04-11 02:49:59 main:574] : INFO : Epoch 1781 | loss: 0.0311954 | val_loss: 0.0311971 | Time: 3042.22 ms [2022-04-11 02:50:02 main:574] : INFO : Epoch 1782 | loss: 0.0311967 | val_loss: 0.0311986 | Time: 3114.6 ms [2022-04-11 02:50:05 main:574] : INFO : Epoch 1783 | loss: 0.0311961 | val_loss: 0.0311969 | Time: 3053.08 ms [2022-04-11 02:50:08 main:574] : INFO : Epoch 1784 | loss: 0.0311961 | val_loss: 0.0311982 | Time: 3049.04 ms [2022-04-11 02:50:11 main:574] : INFO : Epoch 1785 | loss: 0.0311955 | val_loss: 0.0311973 | Time: 2986.75 ms [2022-04-11 02:50:14 main:574] : INFO : Epoch 1786 | loss: 0.031196 | val_loss: 0.0311973 | Time: 2999 ms [2022-04-11 02:50:17 main:574] : INFO : Epoch 1787 | loss: 0.0311954 | val_loss: 0.031197 | Time: 3075.19 ms [2022-04-11 02:50:20 main:574] : INFO : Epoch 1788 | loss: 0.0311955 | val_loss: 0.0311975 | Time: 3055.45 ms [2022-04-11 02:50:23 main:574] : INFO : Epoch 1789 | loss: 0.0311978 | val_loss: 0.0312019 | Time: 3041.59 ms [2022-04-11 02:50:26 main:574] : INFO : Epoch 1790 | loss: 0.0311966 | val_loss: 0.0311983 | Time: 2936.16 ms [2022-04-11 02:50:29 main:574] : INFO : Epoch 1791 | loss: 0.0311954 | val_loss: 0.0311975 | Time: 2967.02 ms [2022-04-11 02:50:32 main:574] : INFO : Epoch 1792 | loss: 0.0311974 | val_loss: 0.0311978 | Time: 3049.56 ms [2022-04-11 02:50:35 main:574] : INFO : Epoch 1793 | loss: 0.0311985 | val_loss: 0.0311979 | Time: 3016.79 ms [2022-04-11 02:50:38 main:574] : INFO : Epoch 1794 | loss: 0.0311976 | val_loss: 0.0311971 | Time: 3041.22 ms [2022-04-11 02:50:41 main:574] : INFO : Epoch 1795 | loss: 0.0311965 | val_loss: 0.0311976 | Time: 3099.18 ms [2022-04-11 02:50:45 main:574] : INFO : Epoch 1796 | loss: 0.0311964 | val_loss: 0.0311976 | Time: 3108.58 ms [2022-04-11 02:50:48 main:574] : INFO : Epoch 1797 | loss: 0.0311954 | val_loss: 0.0311977 | Time: 3063.1 ms [2022-04-11 02:50:51 main:574] : INFO : Epoch 1798 | loss: 0.0311954 | val_loss: 0.0312012 | Time: 3055.67 ms [2022-04-11 02:50:54 main:574] : INFO : Epoch 1799 | loss: 0.0311959 | val_loss: 0.0311973 | Time: 3014.33 ms [2022-04-11 02:50:57 main:574] : INFO : Epoch 1800 | loss: 0.0311957 | val_loss: 0.0311974 | Time: 2995.12 ms [2022-04-11 02:51:00 main:574] : INFO : Epoch 1801 | loss: 0.0311956 | val_loss: 0.0311973 | Time: 3022.42 ms [2022-04-11 02:51:03 main:574] : INFO : Epoch 1802 | loss: 0.031195 | val_loss: 0.0311977 | Time: 3108.82 ms [2022-04-11 02:51:06 main:574] : INFO : Epoch 1803 | loss: 0.0311956 | val_loss: 0.0312002 | Time: 3047.99 ms [2022-04-11 02:51:09 main:574] : INFO : Epoch 1804 | loss: 0.0311964 | val_loss: 0.0311972 | Time: 2982.41 ms [2022-04-11 02:51:12 main:574] : INFO : Epoch 1805 | loss: 0.0311951 | val_loss: 0.0312024 | Time: 3004.54 ms [2022-04-11 02:51:15 main:574] : INFO : Epoch 1806 | loss: 0.0311984 | val_loss: 0.0311983 | Time: 3029.83 ms [2022-04-11 02:51:18 main:574] : INFO : Epoch 1807 | loss: 0.0311952 | val_loss: 0.0311973 | Time: 2981.44 ms [2022-04-11 02:51:21 main:574] : INFO : Epoch 1808 | loss: 0.0311947 | val_loss: 0.0311971 | Time: 2901.03 ms [2022-04-11 02:51:24 main:574] : INFO : Epoch 1809 | loss: 0.031195 | val_loss: 0.0311975 | Time: 3062.61 ms [2022-04-11 02:51:27 main:574] : INFO : Epoch 1810 | loss: 0.0311954 | val_loss: 0.0311975 | Time: 3030.28 ms [2022-04-11 02:51:30 main:574] : INFO : Epoch 1811 | loss: 0.031197 | val_loss: 0.0312011 | Time: 2998.93 ms [2022-04-11 02:51:33 main:574] : INFO : Epoch 1812 | loss: 0.0311981 | val_loss: 0.031201 | Time: 2987.12 ms [2022-04-11 02:51:36 main:574] : INFO : Epoch 1813 | loss: 0.0311957 | val_loss: 0.0311976 | Time: 3128.95 ms [2022-04-11 02:51:39 main:574] : INFO : Epoch 1814 | loss: 0.0311954 | val_loss: 0.0311972 | Time: 2945.43 ms [2022-04-11 02:51:42 main:574] : INFO : Epoch 1815 | loss: 0.031195 | val_loss: 0.0311972 | Time: 3030.1 ms [2022-04-11 02:51:45 main:574] : INFO : Epoch 1816 | loss: 0.0311957 | val_loss: 0.0311982 | Time: 2967.7 ms [2022-04-11 02:51:48 main:574] : INFO : Epoch 1817 | loss: 0.0311951 | val_loss: 0.0311974 | Time: 3046.38 ms [2022-04-11 02:51:51 main:574] : INFO : Epoch 1818 | loss: 0.0311956 | val_loss: 0.0311968 | Time: 2998.6 ms [2022-04-11 02:51:54 main:574] : INFO : Epoch 1819 | loss: 0.0311964 | val_loss: 0.031202 | Time: 2914.34 ms [2022-04-11 02:51:57 main:574] : INFO : Epoch 1820 | loss: 0.0311961 | val_loss: 0.0311975 | Time: 3001.09 ms [2022-04-11 02:52:00 main:574] : INFO : Epoch 1821 | loss: 0.0311958 | val_loss: 0.031197 | Time: 3082.02 ms [2022-04-11 02:52:03 main:574] : INFO : Epoch 1822 | loss: 0.0311959 | val_loss: 0.0311994 | Time: 3059.05 ms [2022-04-11 02:52:06 main:574] : INFO : Epoch 1823 | loss: 0.0311955 | val_loss: 0.0311963 | Time: 2932.27 ms [2022-04-11 02:52:09 main:574] : INFO : Epoch 1824 | loss: 0.0311959 | val_loss: 0.0311972 | Time: 2967.12 ms [2022-04-11 02:52:12 main:574] : INFO : Epoch 1825 | loss: 0.0311955 | val_loss: 0.0311967 | Time: 3066.21 ms [2022-04-11 02:52:15 main:574] : INFO : Epoch 1826 | loss: 0.0311952 | val_loss: 0.0311979 | Time: 3120.29 ms [2022-04-11 02:52:18 main:574] : INFO : Epoch 1827 | loss: 0.0311946 | val_loss: 0.0311968 | Time: 3100.01 ms [2022-04-11 02:52:21 main:574] : INFO : Epoch 1828 | loss: 0.0311952 | val_loss: 0.0311968 | Time: 2995.87 ms [2022-04-11 02:52:24 main:574] : INFO : Epoch 1829 | loss: 0.031195 | val_loss: 0.0311989 | Time: 2924.21 ms [2022-04-11 02:52:27 main:574] : INFO : Epoch 1830 | loss: 0.0311962 | val_loss: 0.031197 | Time: 3067.2 ms [2022-04-11 02:52:30 main:574] : INFO : Epoch 1831 | loss: 0.031199 | val_loss: 0.0312006 | Time: 3089.31 ms [2022-04-11 02:52:33 main:574] : INFO : Epoch 1832 | loss: 0.0311986 | val_loss: 0.0312033 | Time: 2960.84 ms [2022-04-11 02:52:36 main:574] : INFO : Epoch 1833 | loss: 0.0337479 | val_loss: 0.0324247 | Time: 3102.38 ms [2022-04-11 02:52:40 main:574] : INFO : Epoch 1834 | loss: 0.0404059 | val_loss: 0.0328452 | Time: 3091.86 ms [2022-04-11 02:52:43 main:574] : INFO : Epoch 1835 | loss: 0.032053 | val_loss: 0.0315769 | Time: 3035.85 ms [2022-04-11 02:52:46 main:574] : INFO : Epoch 1836 | loss: 0.0313886 | val_loss: 0.0312913 | Time: 3045.39 ms [2022-04-11 02:52:49 main:574] : INFO : Epoch 1837 | loss: 0.0312524 | val_loss: 0.0312334 | Time: 3010.12 ms [2022-04-11 02:52:52 main:574] : INFO : Epoch 1838 | loss: 0.0312231 | val_loss: 0.0312121 | Time: 2977.85 ms [2022-04-11 02:52:55 main:574] : INFO : Epoch 1839 | loss: 0.031212 | val_loss: 0.0312069 | Time: 3103.28 ms [2022-04-11 02:52:58 main:574] : INFO : Epoch 1840 | loss: 0.0312081 | val_loss: 0.0312043 | Time: 3006.24 ms [2022-04-11 02:53:01 main:574] : INFO : Epoch 1841 | loss: 0.0312063 | val_loss: 0.0312024 | Time: 3082.99 ms [2022-04-11 02:53:04 main:574] : INFO : Epoch 1842 | loss: 0.0312055 | val_loss: 0.0312016 | Time: 3048.14 ms [2022-04-11 02:53:07 main:574] : INFO : Epoch 1843 | loss: 0.0312046 | val_loss: 0.0312006 | Time: 3071.81 ms [2022-04-11 02:53:10 main:574] : INFO : Epoch 1844 | loss: 0.031204 | val_loss: 0.0312018 | Time: 3101.34 ms [2022-04-11 02:53:13 main:574] : INFO : Epoch 1845 | loss: 0.0312044 | val_loss: 0.0312007 | Time: 3099.6 ms [2022-04-11 02:53:16 main:574] : INFO : Epoch 1846 | loss: 0.0312035 | val_loss: 0.0312001 | Time: 3041.46 ms [2022-04-11 02:53:19 main:574] : INFO : Epoch 1847 | loss: 0.0312034 | val_loss: 0.0311997 | Time: 3056.06 ms [2022-04-11 02:53:22 main:574] : INFO : Epoch 1848 | loss: 0.0312033 | val_loss: 0.0311999 | Time: 3011.65 ms [2022-04-11 02:53:25 main:574] : INFO : Epoch 1849 | loss: 0.0312032 | val_loss: 0.0312002 | Time: 2977.21 ms [2022-04-11 02:53:28 main:574] : INFO : Epoch 1850 | loss: 0.0312029 | val_loss: 0.0311997 | Time: 3078.5 ms [2022-04-11 02:53:31 main:574] : INFO : Epoch 1851 | loss: 0.0312026 | val_loss: 0.0312 | Time: 3018.92 ms [2022-04-11 02:53:34 main:574] : INFO : Epoch 1852 | loss: 0.0312026 | val_loss: 0.0311993 | Time: 2998.09 ms [2022-04-11 02:53:38 main:574] : INFO : Epoch 1853 | loss: 0.0312024 | val_loss: 0.031199 | Time: 3124.46 ms [2022-04-11 02:53:41 main:574] : INFO : Epoch 1854 | loss: 0.0312022 | val_loss: 0.0311992 | Time: 3043.01 ms [2022-04-11 02:53:44 main:574] : INFO : Epoch 1855 | loss: 0.0312021 | val_loss: 0.0311991 | Time: 3059.26 ms [2022-04-11 02:53:47 main:574] : INFO : Epoch 1856 | loss: 0.0312023 | val_loss: 0.0311993 | Time: 3103.21 ms [2022-04-11 02:53:50 main:574] : INFO : Epoch 1857 | loss: 0.0312021 | val_loss: 0.0311989 | Time: 3099.55 ms [2022-04-11 02:53:53 main:574] : INFO : Epoch 1858 | loss: 0.0312017 | val_loss: 0.0311989 | Time: 2970.62 ms [2022-04-11 02:53:56 main:574] : INFO : Epoch 1859 | loss: 0.0312016 | val_loss: 0.0311983 | Time: 3093.97 ms [2022-04-11 02:53:59 main:574] : INFO : Epoch 1860 | loss: 0.0312017 | val_loss: 0.0311984 | Time: 3081.88 ms [2022-04-11 02:54:02 main:574] : INFO : Epoch 1861 | loss: 0.0312015 | val_loss: 0.0311982 | Time: 2982.7 ms [2022-04-11 02:54:05 main:574] : INFO : Epoch 1862 | loss: 0.0312017 | val_loss: 0.0311984 | Time: 2992.54 ms [2022-04-11 02:54:08 main:574] : INFO : Epoch 1863 | loss: 0.0312019 | val_loss: 0.0311988 | Time: 2966.19 ms [2022-04-11 02:54:11 main:574] : INFO : Epoch 1864 | loss: 0.0312016 | val_loss: 0.031199 | Time: 3006.53 ms [2022-04-11 02:54:14 main:574] : INFO : Epoch 1865 | loss: 0.0312016 | val_loss: 0.0311989 | Time: 2928.64 ms [2022-04-11 02:54:17 main:574] : INFO : Epoch 1866 | loss: 0.0312013 | val_loss: 0.0311985 | Time: 3096.05 ms [2022-04-11 02:54:20 main:574] : INFO : Epoch 1867 | loss: 0.0312013 | val_loss: 0.0311989 | Time: 3171.51 ms [2022-04-11 02:54:23 main:574] : INFO : Epoch 1868 | loss: 0.0312015 | val_loss: 0.0311984 | Time: 2978.29 ms [2022-04-11 02:54:26 main:574] : INFO : Epoch 1869 | loss: 0.0312014 | val_loss: 0.0311986 | Time: 3030.23 ms [2022-04-11 02:54:29 main:574] : INFO : Epoch 1870 | loss: 0.0312013 | val_loss: 0.0311986 | Time: 2969.16 ms [2022-04-11 02:54:32 main:574] : INFO : Epoch 1871 | loss: 0.0312011 | val_loss: 0.0311984 | Time: 2943.81 ms [2022-04-11 02:54:35 main:574] : INFO : Epoch 1872 | loss: 0.0312014 | val_loss: 0.0311984 | Time: 2961.24 ms [2022-04-11 02:54:38 main:574] : INFO : Epoch 1873 | loss: 0.031201 | val_loss: 0.0311983 | Time: 3055.21 ms [2022-04-11 02:54:41 main:574] : INFO : Epoch 1874 | loss: 0.0312009 | val_loss: 0.0311985 | Time: 3050.7 ms [2022-04-11 02:54:44 main:574] : INFO : Epoch 1875 | loss: 0.0312006 | val_loss: 0.0311984 | Time: 2999.57 ms [2022-04-11 02:54:47 main:574] : INFO : Epoch 1876 | loss: 0.0312009 | val_loss: 0.0311985 | Time: 2964.9 ms [2022-04-11 02:54:50 main:574] : INFO : Epoch 1877 | loss: 0.0312009 | val_loss: 0.031199 | Time: 2938.36 ms [2022-04-11 02:54:53 main:574] : INFO : Epoch 1878 | loss: 0.0312008 | val_loss: 0.0311982 | Time: 2893.97 ms [2022-04-11 02:54:56 main:574] : INFO : Epoch 1879 | loss: 0.0312009 | val_loss: 0.0311982 | Time: 2960.5 ms [2022-04-11 02:54:59 main:574] : INFO : Epoch 1880 | loss: 0.0312005 | val_loss: 0.031198 | Time: 2981.65 ms [2022-04-11 02:55:02 main:574] : INFO : Epoch 1881 | loss: 0.0312006 | val_loss: 0.0311992 | Time: 3017.47 ms [2022-04-11 02:55:05 main:574] : INFO : Epoch 1882 | loss: 0.0312011 | val_loss: 0.0311983 | Time: 2948.26 ms [2022-04-11 02:55:08 main:574] : INFO : Epoch 1883 | loss: 0.0312017 | val_loss: 0.0311986 | Time: 2907.25 ms [2022-04-11 02:55:11 main:574] : INFO : Epoch 1884 | loss: 0.0312016 | val_loss: 0.0311991 | Time: 2933.83 ms [2022-04-11 02:55:14 main:574] : INFO : Epoch 1885 | loss: 0.031202 | val_loss: 0.0311998 | Time: 2896.63 ms [2022-04-11 02:55:17 main:574] : INFO : Epoch 1886 | loss: 0.0312016 | val_loss: 0.0311995 | Time: 2988.08 ms [2022-04-11 02:55:20 main:574] : INFO : Epoch 1887 | loss: 0.0312014 | val_loss: 0.0311986 | Time: 2851.44 ms [2022-04-11 02:55:22 main:574] : INFO : Epoch 1888 | loss: 0.0312013 | val_loss: 0.0311992 | Time: 2948.98 ms [2022-04-11 02:55:25 main:574] : INFO : Epoch 1889 | loss: 0.0312014 | val_loss: 0.0311986 | Time: 2911.69 ms [2022-04-11 02:55:28 main:574] : INFO : Epoch 1890 | loss: 0.0312013 | val_loss: 0.0311987 | Time: 2901.66 ms [2022-04-11 02:55:31 main:574] : INFO : Epoch 1891 | loss: 0.0312013 | val_loss: 0.0311991 | Time: 2917.03 ms [2022-04-11 02:55:34 main:574] : INFO : Epoch 1892 | loss: 0.0312014 | val_loss: 0.0311986 | Time: 2909.92 ms [2022-04-11 02:55:37 main:574] : INFO : Epoch 1893 | loss: 0.0312017 | val_loss: 0.0311994 | Time: 2945.52 ms [2022-04-11 02:55:40 main:574] : INFO : Epoch 1894 | loss: 0.031202 | val_loss: 0.0311994 | Time: 2989.08 ms [2022-04-11 02:55:43 main:574] : INFO : Epoch 1895 | loss: 0.0312012 | val_loss: 0.0311987 | Time: 2898.51 ms [2022-04-11 02:55:46 main:574] : INFO : Epoch 1896 | loss: 0.0312015 | val_loss: 0.0311989 | Time: 2929.24 ms [2022-04-11 02:55:49 main:574] : INFO : Epoch 1897 | loss: 0.0312012 | val_loss: 0.0311986 | Time: 2894.59 ms [2022-04-11 02:55:52 main:574] : INFO : Epoch 1898 | loss: 0.0312015 | val_loss: 0.0311993 | Time: 2942.9 ms [2022-04-11 02:55:55 main:574] : INFO : Epoch 1899 | loss: 0.0312014 | val_loss: 0.0311989 | Time: 2991.16 ms [2022-04-11 02:55:58 main:574] : INFO : Epoch 1900 | loss: 0.0312014 | val_loss: 0.0311992 | Time: 2872.57 ms [2022-04-11 02:56:01 main:574] : INFO : Epoch 1901 | loss: 0.0312012 | val_loss: 0.0311986 | Time: 2988.54 ms [2022-04-11 02:56:04 main:574] : INFO : Epoch 1902 | loss: 0.0312011 | val_loss: 0.0311983 | Time: 2975.55 ms [2022-04-11 02:56:06 main:574] : INFO : Epoch 1903 | loss: 0.0312011 | val_loss: 0.0311982 | Time: 2877.42 ms [2022-04-11 02:56:09 main:574] : INFO : Epoch 1904 | loss: 0.0312014 | val_loss: 0.0311987 | Time: 2904.13 ms [2022-04-11 02:56:12 main:574] : INFO : Epoch 1905 | loss: 0.0312012 | val_loss: 0.0312004 | Time: 2910.1 ms [2022-04-11 02:56:15 main:574] : INFO : Epoch 1906 | loss: 0.0312012 | val_loss: 0.0311986 | Time: 2891.09 ms [2022-04-11 02:56:18 main:574] : INFO : Epoch 1907 | loss: 0.0312007 | val_loss: 0.0311983 | Time: 2953.95 ms [2022-04-11 02:56:21 main:574] : INFO : Epoch 1908 | loss: 0.0312014 | val_loss: 0.0311986 | Time: 2884.3 ms [2022-04-11 02:56:24 main:574] : INFO : Epoch 1909 | loss: 0.0312011 | val_loss: 0.0311981 | Time: 2942.41 ms [2022-04-11 02:56:27 main:574] : INFO : Epoch 1910 | loss: 0.0312006 | val_loss: 0.0311979 | Time: 2966.43 ms [2022-04-11 02:56:30 main:574] : INFO : Epoch 1911 | loss: 0.0312004 | val_loss: 0.0311979 | Time: 2887.88 ms [2022-04-11 02:56:33 main:574] : INFO : Epoch 1912 | loss: 0.0312004 | val_loss: 0.0311977 | Time: 2984.46 ms [2022-04-11 02:56:36 main:574] : INFO : Epoch 1913 | loss: 0.0312001 | val_loss: 0.0311977 | Time: 3006.04 ms [2022-04-11 02:56:39 main:574] : INFO : Epoch 1914 | loss: 0.0311996 | val_loss: 0.0311977 | Time: 3010.98 ms [2022-04-11 02:56:42 main:574] : INFO : Epoch 1915 | loss: 0.0311999 | val_loss: 0.031198 | Time: 3026.32 ms [2022-04-11 02:56:45 main:574] : INFO : Epoch 1916 | loss: 0.0311996 | val_loss: 0.0311977 | Time: 2997.92 ms [2022-04-11 02:56:48 main:574] : INFO : Epoch 1917 | loss: 0.0311993 | val_loss: 0.0311991 | Time: 2950.36 ms [2022-04-11 02:56:51 main:574] : INFO : Epoch 1918 | loss: 0.0311997 | val_loss: 0.0312007 | Time: 2992.56 ms [2022-04-11 02:56:54 main:574] : INFO : Epoch 1919 | loss: 0.0312009 | val_loss: 0.0311978 | Time: 3016.88 ms [2022-04-11 02:56:57 main:574] : INFO : Epoch 1920 | loss: 0.0311992 | val_loss: 0.0311977 | Time: 3023.05 ms [2022-04-11 02:57:00 main:574] : INFO : Epoch 1921 | loss: 0.0311991 | val_loss: 0.0311981 | Time: 3067.38 ms [2022-04-11 02:57:03 main:574] : INFO : Epoch 1922 | loss: 0.0311992 | val_loss: 0.0311981 | Time: 2969.05 ms [2022-04-11 02:57:06 main:574] : INFO : Epoch 1923 | loss: 0.0311992 | val_loss: 0.0311975 | Time: 3019.29 ms [2022-04-11 02:57:09 main:574] : INFO : Epoch 1924 | loss: 0.0311989 | val_loss: 0.0311972 | Time: 3063.22 ms [2022-04-11 02:57:12 main:574] : INFO : Epoch 1925 | loss: 0.0311989 | val_loss: 0.0311972 | Time: 2986.81 ms [2022-04-11 02:57:15 main:574] : INFO : Epoch 1926 | loss: 0.0311999 | val_loss: 0.0311987 | Time: 3035.15 ms [2022-04-11 02:57:18 main:574] : INFO : Epoch 1927 | loss: 0.0312002 | val_loss: 0.0311971 | Time: 3012.71 ms [2022-04-11 02:57:21 main:574] : INFO : Epoch 1928 | loss: 0.0311989 | val_loss: 0.031197 | Time: 3003.69 ms [2022-04-11 02:57:24 main:574] : INFO : Epoch 1929 | loss: 0.0311984 | val_loss: 0.0311973 | Time: 2963.11 ms [2022-04-11 02:57:27 main:574] : INFO : Epoch 1930 | loss: 0.0311989 | val_loss: 0.0311971 | Time: 2990.45 ms [2022-04-11 02:57:30 main:574] : INFO : Epoch 1931 | loss: 0.0311986 | val_loss: 0.031197 | Time: 2946.97 ms [2022-04-11 02:57:33 main:574] : INFO : Epoch 1932 | loss: 0.0311984 | val_loss: 0.0311969 | Time: 3054.96 ms [2022-04-11 02:57:36 main:574] : INFO : Epoch 1933 | loss: 0.0311987 | val_loss: 0.0311974 | Time: 3054.82 ms [2022-04-11 02:57:39 main:574] : INFO : Epoch 1934 | loss: 0.0311989 | val_loss: 0.0311972 | Time: 3095.7 ms [2022-04-11 02:57:42 main:574] : INFO : Epoch 1935 | loss: 0.0311995 | val_loss: 0.0311975 | Time: 3185.35 ms [2022-04-11 02:57:46 main:574] : INFO : Epoch 1936 | loss: 0.0311997 | val_loss: 0.0312002 | Time: 3159.3 ms [2022-04-11 02:57:49 main:574] : INFO : Epoch 1937 | loss: 0.0311994 | val_loss: 0.0311973 | Time: 3235.05 ms [2022-04-11 02:57:52 main:574] : INFO : Epoch 1938 | loss: 0.0311984 | val_loss: 0.0311969 | Time: 3195.31 ms [2022-04-11 02:57:55 main:574] : INFO : Epoch 1939 | loss: 0.0311987 | val_loss: 0.0311975 | Time: 3210.8 ms [2022-04-11 02:57:59 main:574] : INFO : Epoch 1940 | loss: 0.0311998 | val_loss: 0.0311969 | Time: 3337.01 ms [2022-04-11 02:58:02 main:574] : INFO : Epoch 1941 | loss: 0.031199 | val_loss: 0.0311967 | Time: 3304.9 ms [2022-04-11 02:58:05 main:574] : INFO : Epoch 1942 | loss: 0.0311987 | val_loss: 0.031197 | Time: 3192.05 ms [2022-04-11 02:58:08 main:574] : INFO : Epoch 1943 | loss: 0.0311988 | val_loss: 0.0311976 | Time: 3243.51 ms [2022-04-11 02:58:12 main:574] : INFO : Epoch 1944 | loss: 0.0311981 | val_loss: 0.0311967 | Time: 3291.85 ms [2022-04-11 02:58:15 main:574] : INFO : Epoch 1945 | loss: 0.0311995 | val_loss: 0.031197 | Time: 3295.95 ms [2022-04-11 02:58:18 main:574] : INFO : Epoch 1946 | loss: 0.0311996 | val_loss: 0.0311995 | Time: 3111.73 ms [2022-04-11 02:58:21 main:574] : INFO : Epoch 1947 | loss: 0.0311987 | val_loss: 0.0311968 | Time: 2945.38 ms [2022-04-11 02:58:24 main:574] : INFO : Epoch 1948 | loss: 0.0311986 | val_loss: 0.0311969 | Time: 2963.24 ms [2022-04-11 02:58:27 main:574] : INFO : Epoch 1949 | loss: 0.0311984 | val_loss: 0.0311966 | Time: 3101.55 ms [2022-04-11 02:58:30 main:574] : INFO : Epoch 1950 | loss: 0.0311982 | val_loss: 0.0311969 | Time: 2972.95 ms [2022-04-11 02:58:33 main:574] : INFO : Epoch 1951 | loss: 0.0311987 | val_loss: 0.0311968 | Time: 2919.32 ms [2022-04-11 02:58:36 main:574] : INFO : Epoch 1952 | loss: 0.031199 | val_loss: 0.0311975 | Time: 3044.36 ms [2022-04-11 02:58:39 main:574] : INFO : Epoch 1953 | loss: 0.0311983 | val_loss: 0.0311963 | Time: 3021.94 ms [2022-04-11 02:58:42 main:574] : INFO : Epoch 1954 | loss: 0.0311986 | val_loss: 0.0311973 | Time: 3021.56 ms [2022-04-11 02:58:45 main:574] : INFO : Epoch 1955 | loss: 0.0311983 | val_loss: 0.0311971 | Time: 3054.89 ms [2022-04-11 02:58:48 main:574] : INFO : Epoch 1956 | loss: 0.0311983 | val_loss: 0.0311969 | Time: 3004.65 ms [2022-04-11 02:58:51 main:574] : INFO : Epoch 1957 | loss: 0.0311979 | val_loss: 0.0311966 | Time: 2927.64 ms [2022-04-11 02:58:54 main:574] : INFO : Epoch 1958 | loss: 0.0311977 | val_loss: 0.0311977 | Time: 2999.36 ms [2022-04-11 02:58:57 main:574] : INFO : Epoch 1959 | loss: 0.0311987 | val_loss: 0.0311982 | Time: 3024.98 ms [2022-04-11 02:59:00 main:574] : INFO : Epoch 1960 | loss: 0.0311984 | val_loss: 0.0311966 | Time: 3011.5 ms [2022-04-11 02:59:03 main:574] : INFO : Epoch 1961 | loss: 0.0311981 | val_loss: 0.0311967 | Time: 3165.69 ms [2022-04-11 02:59:06 main:574] : INFO : Epoch 1962 | loss: 0.0311983 | val_loss: 0.0311963 | Time: 3081.65 ms [2022-04-11 02:59:09 main:574] : INFO : Epoch 1963 | loss: 0.0311983 | val_loss: 0.0311986 | Time: 3005.67 ms [2022-04-11 02:59:12 main:574] : INFO : Epoch 1964 | loss: 0.0311985 | val_loss: 0.0311961 | Time: 3100.5 ms [2022-04-11 02:59:16 main:574] : INFO : Epoch 1965 | loss: 0.0311985 | val_loss: 0.031196 | Time: 3086.6 ms [2022-04-11 02:59:19 main:574] : INFO : Epoch 1966 | loss: 0.0311979 | val_loss: 0.0311965 | Time: 3114.29 ms [2022-04-11 02:59:22 main:574] : INFO : Epoch 1967 | loss: 0.0311974 | val_loss: 0.0311962 | Time: 3277.69 ms [2022-04-11 02:59:25 main:574] : INFO : Epoch 1968 | loss: 0.0311975 | val_loss: 0.0311964 | Time: 3410.29 ms [2022-04-11 02:59:39 main:574] : INFO : Epoch 1969 | loss: 0.0311977 | val_loss: 0.0311956 | Time: 13571.7 ms [2022-04-11 02:59:42 main:574] : INFO : Epoch 1970 | loss: 0.031197 | val_loss: 0.0311957 | Time: 3253.23 ms [2022-04-11 02:59:45 main:574] : INFO : Epoch 1971 | loss: 0.0311979 | val_loss: 0.0311959 | Time: 3149.83 ms [2022-04-11 02:59:48 main:574] : INFO : Epoch 1972 | loss: 0.0311982 | val_loss: 0.0311993 | Time: 3097.54 ms [2022-04-11 02:59:52 main:574] : INFO : Epoch 1973 | loss: 0.0311971 | val_loss: 0.0311998 | Time: 3229.4 ms [2022-04-11 02:59:55 main:574] : INFO : Epoch 1974 | loss: 0.0311981 | val_loss: 0.0311976 | Time: 3222.18 ms [2022-04-11 02:59:58 main:574] : INFO : Epoch 1975 | loss: 0.031197 | val_loss: 0.0311959 | Time: 3021.64 ms [2022-04-11 03:00:01 main:574] : INFO : Epoch 1976 | loss: 0.0311971 | val_loss: 0.0311972 | Time: 3087.26 ms [2022-04-11 03:00:04 main:574] : INFO : Epoch 1977 | loss: 0.0311979 | val_loss: 0.0311958 | Time: 3118.59 ms [2022-04-11 03:00:07 main:574] : INFO : Epoch 1978 | loss: 0.0311967 | val_loss: 0.031196 | Time: 3063.95 ms [2022-04-11 03:00:10 main:574] : INFO : Epoch 1979 | loss: 0.0311966 | val_loss: 0.0311958 | Time: 3062.03 ms [2022-04-11 03:00:13 main:574] : INFO : Epoch 1980 | loss: 0.0311968 | val_loss: 0.031197 | Time: 3008.05 ms [2022-04-11 03:00:16 main:574] : INFO : Epoch 1981 | loss: 0.031197 | val_loss: 0.0311962 | Time: 3026.26 ms [2022-04-11 03:00:19 main:574] : INFO : Epoch 1982 | loss: 0.0311966 | val_loss: 0.0311958 | Time: 3050.33 ms [2022-04-11 03:00:22 main:574] : INFO : Epoch 1983 | loss: 0.0311968 | val_loss: 0.0311963 | Time: 3049.19 ms [2022-04-11 03:00:25 main:574] : INFO : Epoch 1984 | loss: 0.0311968 | val_loss: 0.0311961 | Time: 2968.54 ms [2022-04-11 03:00:28 main:574] : INFO : Epoch 1985 | loss: 0.0311966 | val_loss: 0.0311966 | Time: 3102.11 ms [2022-04-11 03:00:31 main:574] : INFO : Epoch 1986 | loss: 0.0311967 | val_loss: 0.0311976 | Time: 2888.55 ms [2022-04-11 03:00:34 main:574] : INFO : Epoch 1987 | loss: 0.0311967 | val_loss: 0.0311955 | Time: 3036.36 ms [2022-04-11 03:34:40 main:574] : INFO : Epoch 1988 | loss: 0.0311964 | val_loss: 0.0311957 | Time: 2.04563e+06 ms [2022-04-11 03:34:43 main:574] : INFO : Epoch 1989 | loss: 0.0311972 | val_loss: 0.031197 | Time: 3143.97 ms [2022-04-11 03:34:46 main:574] : INFO : Epoch 1990 | loss: 0.0311966 | val_loss: 0.0311969 | Time: 3030.44 ms [2022-04-11 03:34:49 main:574] : INFO : Epoch 1991 | loss: 0.0311975 | val_loss: 0.0311975 | Time: 3055.8 ms [2022-04-11 03:34:52 main:574] : INFO : Epoch 1992 | loss: 0.0311971 | val_loss: 0.0311965 | Time: 2922.41 ms [2022-04-11 03:34:55 main:574] : INFO : Epoch 1993 | loss: 0.0311968 | val_loss: 0.0311957 | Time: 2995.21 ms [2022-04-11 03:34:58 main:574] : INFO : Epoch 1994 | loss: 0.0311963 | val_loss: 0.031196 | Time: 3099.21 ms [2022-04-11 03:35:01 main:574] : INFO : Epoch 1995 | loss: 0.0311968 | val_loss: 0.0311964 | Time: 3062.87 ms [2022-04-11 03:35:04 main:574] : INFO : Epoch 1996 | loss: 0.0311964 | val_loss: 0.0311956 | Time: 2984 ms [2022-04-11 03:35:08 main:574] : INFO : Epoch 1997 | loss: 0.0311967 | val_loss: 0.0311953 | Time: 3195.92 ms [2022-04-11 03:35:31 main:574] : INFO : Epoch 1998 | loss: 0.0311964 | val_loss: 0.0311963 | Time: 23625.6 ms [2022-04-11 03:35:35 main:574] : INFO : Epoch 1999 | loss: 0.0311967 | val_loss: 0.0311982 | Time: 3334.71 ms [2022-04-11 03:35:38 main:574] : INFO : Epoch 2000 | loss: 0.0311971 | val_loss: 0.0311957 | Time: 3345.89 ms [2022-04-11 03:41:34 main:574] : INFO : Epoch 2001 | loss: 0.0311967 | val_loss: 0.0311962 | Time: 356237 ms [2022-04-11 03:41:37 main:574] : INFO : Epoch 2002 | loss: 0.0311971 | val_loss: 0.0311956 | Time: 3293.87 ms [2022-04-11 03:41:41 main:574] : INFO : Epoch 2003 | loss: 0.0311971 | val_loss: 0.0311962 | Time: 3318.35 ms [2022-04-11 03:41:44 main:574] : INFO : Epoch 2004 | loss: 0.0311976 | val_loss: 0.0311996 | Time: 3320.67 ms [2022-04-11 03:41:47 main:574] : INFO : Epoch 2005 | loss: 0.0311978 | val_loss: 0.0311965 | Time: 3191.1 ms [2022-04-11 03:41:50 main:574] : INFO : Epoch 2006 | loss: 0.031196 | val_loss: 0.0311954 | Time: 3161.81 ms [2022-04-11 03:41:53 main:574] : INFO : Epoch 2007 | loss: 0.0311959 | val_loss: 0.031196 | Time: 2956.02 ms [2022-04-11 03:41:56 main:574] : INFO : Epoch 2008 | loss: 0.031196 | val_loss: 0.0311973 | Time: 2988.8 ms [2022-04-11 03:41:59 main:574] : INFO : Epoch 2009 | loss: 0.0311962 | val_loss: 0.0311956 | Time: 2939.65 ms [2022-04-11 03:42:02 main:574] : INFO : Epoch 2010 | loss: 0.0311959 | val_loss: 0.0311969 | Time: 3105.93 ms [2022-04-11 03:42:05 main:574] : INFO : Epoch 2011 | loss: 0.0311977 | val_loss: 0.0311956 | Time: 2943.48 ms [2022-04-11 03:42:08 main:574] : INFO : Epoch 2012 | loss: 0.0311974 | val_loss: 0.0311992 | Time: 2955.3 ms [2022-04-11 03:42:11 main:574] : INFO : Epoch 2013 | loss: 0.0311988 | val_loss: 0.031198 | Time: 2956.04 ms [2022-04-11 03:42:14 main:574] : INFO : Epoch 2014 | loss: 0.0311967 | val_loss: 0.0311955 | Time: 2996.21 ms [2022-04-11 03:42:17 main:574] : INFO : Epoch 2015 | loss: 0.0311961 | val_loss: 0.0311963 | Time: 2956.54 ms [2022-04-11 03:42:20 main:574] : INFO : Epoch 2016 | loss: 0.031197 | val_loss: 0.0311967 | Time: 2963.26 ms [2022-04-11 03:42:23 main:574] : INFO : Epoch 2017 | loss: 0.0311965 | val_loss: 0.0311952 | Time: 2953.79 ms [2022-04-11 03:42:26 main:574] : INFO : Epoch 2018 | loss: 0.0311959 | val_loss: 0.0311976 | Time: 2991.42 ms [2022-04-11 03:42:29 main:574] : INFO : Epoch 2019 | loss: 0.0311967 | val_loss: 0.0311978 | Time: 2936.46 ms [2022-04-11 03:42:32 main:574] : INFO : Epoch 2020 | loss: 0.031198 | val_loss: 0.0311972 | Time: 2941.98 ms [2022-04-11 03:42:35 main:574] : INFO : Epoch 2021 | loss: 0.0311972 | val_loss: 0.0311968 | Time: 2999.27 ms [2022-04-11 03:42:38 main:574] : INFO : Epoch 2022 | loss: 0.0311963 | val_loss: 0.0311966 | Time: 2959.78 ms [2022-04-11 03:42:41 main:574] : INFO : Epoch 2023 | loss: 0.031198 | val_loss: 0.0311957 | Time: 2973.1 ms [2022-04-11 03:42:44 main:574] : INFO : Epoch 2024 | loss: 0.0311967 | val_loss: 0.0311953 | Time: 2937.78 ms [2022-04-11 03:42:47 main:574] : INFO : Epoch 2025 | loss: 0.0311975 | val_loss: 0.0311975 | Time: 2834.34 ms [2022-04-11 03:42:50 main:574] : INFO : Epoch 2026 | loss: 0.0311959 | val_loss: 0.0311981 | Time: 2982.57 ms [2022-04-11 03:42:53 main:574] : INFO : Epoch 2027 | loss: 0.0311967 | val_loss: 0.0311979 | Time: 3007.17 ms [2022-04-11 03:42:56 main:574] : INFO : Epoch 2028 | loss: 0.0311959 | val_loss: 0.0311982 | Time: 3055.81 ms [2022-04-11 03:42:59 main:574] : INFO : Epoch 2029 | loss: 0.0311956 | val_loss: 0.0311954 | Time: 3035.73 ms [2022-04-11 03:43:02 main:574] : INFO : Epoch 2030 | loss: 0.0311954 | val_loss: 0.0311972 | Time: 3325.5 ms [2022-04-11 03:43:05 main:574] : INFO : Epoch 2031 | loss: 0.031196 | val_loss: 0.0311972 | Time: 3023.89 ms [2022-04-11 03:43:08 main:574] : INFO : Epoch 2032 | loss: 0.0311962 | val_loss: 0.0311974 | Time: 3001.76 ms [2022-04-11 03:43:11 main:574] : INFO : Epoch 2033 | loss: 0.031196 | val_loss: 0.0311954 | Time: 3024.88 ms [2022-04-11 03:43:14 main:574] : INFO : Epoch 2034 | loss: 0.0311959 | val_loss: 0.0311966 | Time: 3068.8 ms [2022-04-11 03:43:17 main:574] : INFO : Epoch 2035 | loss: 0.0311962 | val_loss: 0.0311958 | Time: 3021.37 ms [2022-04-11 03:43:20 main:574] : INFO : Epoch 2036 | loss: 0.0311953 | val_loss: 0.0311956 | Time: 3061.31 ms [2022-04-11 03:43:24 main:574] : INFO : Epoch 2037 | loss: 0.0311958 | val_loss: 0.0311977 | Time: 3064.5 ms [2022-04-11 03:43:27 main:574] : INFO : Epoch 2038 | loss: 0.0311985 | val_loss: 0.0311984 | Time: 2997.38 ms [2022-04-11 03:43:29 main:574] : INFO : Epoch 2039 | loss: 0.0311959 | val_loss: 0.0311952 | Time: 2856.78 ms [2022-04-11 03:43:32 main:574] : INFO : Epoch 2040 | loss: 0.031195 | val_loss: 0.0311965 | Time: 2911.13 ms [2022-04-11 03:43:35 main:574] : INFO : Epoch 2041 | loss: 0.0311957 | val_loss: 0.0311961 | Time: 2916.25 ms [2022-04-11 03:43:38 main:574] : INFO : Epoch 2042 | loss: 0.0311956 | val_loss: 0.0311979 | Time: 2925.93 ms [2022-04-11 03:43:41 main:574] : INFO : Epoch 2043 | loss: 0.0311965 | val_loss: 0.0311969 | Time: 2896.05 ms [2022-04-11 03:43:44 main:574] : INFO : Epoch 2044 | loss: 0.0311957 | val_loss: 0.0311954 | Time: 2955.46 ms [2022-04-11 03:43:47 main:574] : INFO : Epoch 2045 | loss: 0.0311952 | val_loss: 0.0311976 | Time: 2841.86 ms [2022-04-11 03:43:50 main:574] : INFO : Epoch 2046 | loss: 0.0311959 | val_loss: 0.0311974 | Time: 2980.32 ms [2022-04-11 03:43:53 main:574] : INFO : Epoch 2047 | loss: 0.0311971 | val_loss: 0.031196 | Time: 2837.22 ms [2022-04-11 03:44:06 main:574] : INFO : Epoch 2048 | loss: 0.0311954 | val_loss: 0.0311965 | Time: 12949 ms [2022-04-11 03:44:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311965 [2022-04-11 03:44:06 main:603] : INFO : Saving end state to config to file [2022-04-11 03:44:06 main:608] : INFO : Success, exiting.. 03:44:06 (22244): 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)