Task 14511446
| Name | ParityModified-1647047808-10361-2-0_0 |
| Workunit | 11551005 |
| Created | 6 Apr 2022, 23:33:34 UTC |
| Sent | 10 Apr 2022, 18:11:06 UTC |
| Report deadline | 18 Apr 2022, 18:11:06 UTC |
| Received | 10 Apr 2022, 20:04:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 1 hours 48 min 40 sec |
| CPU time | 1 hours 19 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,906.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 14.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 15:37:43 main:581] : INFO : Epoch 1538 | loss: 0.0311998 | val_loss: 0.0312039 | Time: 2860.04 ms [2022-04-10 15:37:46 main:581] : INFO : Epoch 1539 | loss: 0.0311997 | val_loss: 0.0312048 | Time: 3221.91 ms [2022-04-10 15:37:49 main:581] : INFO : Epoch 1540 | loss: 0.0312002 | val_loss: 0.0312057 | Time: 3110.24 ms [2022-04-10 15:37:52 main:581] : INFO : Epoch 1541 | loss: 0.0311992 | val_loss: 0.0312065 | Time: 3264.93 ms [2022-04-10 15:37:56 main:581] : INFO : Epoch 1542 | loss: 0.0312011 | val_loss: 0.0312052 | Time: 3103.93 ms [2022-04-10 15:37:59 main:581] : INFO : Epoch 1543 | loss: 0.0311992 | val_loss: 0.0312043 | Time: 2956.79 ms [2022-04-10 15:38:01 main:581] : INFO : Epoch 1544 | loss: 0.0312005 | val_loss: 0.031208 | Time: 2889.44 ms [2022-04-10 15:38:05 main:581] : INFO : Epoch 1545 | loss: 0.0312019 | val_loss: 0.0312072 | Time: 3395.93 ms [2022-04-10 15:38:08 main:581] : INFO : Epoch 1546 | loss: 0.0312022 | val_loss: 0.0312069 | Time: 3119.07 ms [2022-04-10 15:38:11 main:581] : INFO : Epoch 1547 | loss: 0.0312007 | val_loss: 0.0312078 | Time: 2841.08 ms [2022-04-10 15:38:14 main:581] : INFO : Epoch 1548 | loss: 0.0312022 | val_loss: 0.0312049 | Time: 3015.6 ms [2022-04-10 15:38:17 main:581] : INFO : Epoch 1549 | loss: 0.0311994 | val_loss: 0.0312049 | Time: 2987.18 ms [2022-04-10 15:38:20 main:581] : INFO : Epoch 1550 | loss: 0.0312001 | val_loss: 0.0312053 | Time: 2759.24 ms [2022-04-10 15:38:23 main:581] : INFO : Epoch 1551 | loss: 0.031199 | val_loss: 0.0312039 | Time: 3025.38 ms [2022-04-10 15:38:26 main:581] : INFO : Epoch 1552 | loss: 0.0311989 | val_loss: 0.0312045 | Time: 2990.75 ms [2022-04-10 15:38:28 main:581] : INFO : Epoch 1553 | loss: 0.0311991 | val_loss: 0.0312064 | Time: 2897.48 ms [2022-04-10 15:38:31 main:581] : INFO : Epoch 1554 | loss: 0.0311998 | val_loss: 0.0312062 | Time: 2835.43 ms [2022-04-10 15:38:34 main:581] : INFO : Epoch 1555 | loss: 0.0312018 | val_loss: 0.0312074 | Time: 3054.44 ms [2022-04-10 15:38:37 main:581] : INFO : Epoch 1556 | loss: 0.0312013 | val_loss: 0.0312046 | Time: 2857.24 ms [2022-04-10 15:38:40 main:581] : INFO : Epoch 1557 | loss: 0.0311995 | val_loss: 0.0312036 | Time: 3174.25 ms [2022-04-10 15:38:43 main:581] : INFO : Epoch 1558 | loss: 0.0311986 | val_loss: 0.031204 | Time: 2969.11 ms [2022-04-10 15:38:46 main:581] : INFO : Epoch 1559 | loss: 0.0311985 | val_loss: 0.0312032 | Time: 2926.47 ms [2022-04-10 15:38:49 main:581] : INFO : Epoch 1560 | loss: 0.0311985 | val_loss: 0.031205 | Time: 3101.51 ms [2022-04-10 15:38:52 main:581] : INFO : Epoch 1561 | loss: 0.0311995 | val_loss: 0.0312077 | Time: 3096.4 ms [2022-04-10 15:38:55 main:581] : INFO : Epoch 1562 | loss: 0.0312004 | val_loss: 0.0312078 | Time: 2984.64 ms [2022-04-10 15:38:58 main:581] : INFO : Epoch 1563 | loss: 0.0311981 | val_loss: 0.0312042 | Time: 2968.34 ms [2022-04-10 15:39:01 main:581] : INFO : Epoch 1564 | loss: 0.0311986 | val_loss: 0.0312048 | Time: 2871.84 ms [2022-04-10 15:39:04 main:581] : INFO : Epoch 1565 | loss: 0.0311988 | val_loss: 0.0312077 | Time: 3132.32 ms [2022-04-10 15:39:08 main:581] : INFO : Epoch 1566 | loss: 0.0312009 | val_loss: 0.0312076 | Time: 3140.14 ms [2022-04-10 15:39:11 main:581] : INFO : Epoch 1567 | loss: 0.0312012 | val_loss: 0.0312045 | Time: 3159.2 ms [2022-04-10 15:39:14 main:581] : INFO : Epoch 1568 | loss: 0.0312019 | val_loss: 0.0312083 | Time: 3068.21 ms [2022-04-10 15:39:17 main:581] : INFO : Epoch 1569 | loss: 0.0312008 | val_loss: 0.0312066 | Time: 2927.88 ms [2022-04-10 15:39:20 main:581] : INFO : Epoch 1570 | loss: 0.0311991 | val_loss: 0.0312079 | Time: 2927.39 ms [2022-04-10 15:39:23 main:581] : INFO : Epoch 1571 | loss: 0.0312002 | val_loss: 0.0312066 | Time: 2856.3 ms [2022-04-10 15:39:26 main:581] : INFO : Epoch 1572 | loss: 0.0312 | val_loss: 0.0312037 | Time: 3309.29 ms [2022-04-10 15:39:29 main:581] : INFO : Epoch 1573 | loss: 0.0312002 | val_loss: 0.0312058 | Time: 3208.84 ms [2022-04-10 15:39:32 main:581] : INFO : Epoch 1574 | loss: 0.031199 | val_loss: 0.0312043 | Time: 2875.54 ms [2022-04-10 15:39:35 main:581] : INFO : Epoch 1575 | loss: 0.0312007 | val_loss: 0.03121 | Time: 3065.37 ms [2022-04-10 15:39:38 main:581] : INFO : Epoch 1576 | loss: 0.0312015 | val_loss: 0.0312062 | Time: 3063.41 ms [2022-04-10 15:39:41 main:581] : INFO : Epoch 1577 | loss: 0.0312031 | val_loss: 0.0312101 | Time: 3048.76 ms [2022-04-10 15:39:44 main:581] : INFO : Epoch 1578 | loss: 0.0312002 | val_loss: 0.0312042 | Time: 3310.03 ms [2022-04-10 15:39:48 main:581] : INFO : Epoch 1579 | loss: 0.0311981 | val_loss: 0.0312078 | Time: 3344.75 ms [2022-04-10 15:39:51 main:581] : INFO : Epoch 1580 | loss: 0.0311992 | val_loss: 0.0312045 | Time: 3426.3 ms [2022-04-10 15:39:54 main:581] : INFO : Epoch 1581 | loss: 0.0311993 | val_loss: 0.0312085 | Time: 3121.24 ms [2022-04-10 15:39:58 main:581] : INFO : Epoch 1582 | loss: 0.0312019 | val_loss: 0.031207 | Time: 3571.04 ms [2022-04-10 15:40:01 main:581] : INFO : Epoch 1583 | loss: 0.0312001 | val_loss: 0.0312058 | Time: 3586.22 ms [2022-04-10 15:40:04 main:581] : INFO : Epoch 1584 | loss: 0.0311983 | val_loss: 0.0312068 | Time: 3037.37 ms [2022-04-10 15:40:08 main:581] : INFO : Epoch 1585 | loss: 0.0311988 | val_loss: 0.0312063 | Time: 3221.52 ms [2022-04-10 15:40:11 main:581] : INFO : Epoch 1586 | loss: 0.0312002 | val_loss: 0.0312044 | Time: 3722.91 ms [2022-04-10 15:40:15 main:581] : INFO : Epoch 1587 | loss: 0.0311982 | val_loss: 0.0312061 | Time: 3454.56 ms [2022-04-10 15:40:19 main:581] : INFO : Epoch 1588 | loss: 0.0312015 | val_loss: 0.0312088 | Time: 3686.55 ms [2022-04-10 15:40:22 main:581] : INFO : Epoch 1589 | loss: 0.0312085 | val_loss: 0.0312124 | Time: 3470.2 ms [2022-04-10 15:40:25 main:581] : INFO : Epoch 1590 | loss: 0.0312038 | val_loss: 0.0312099 | Time: 3262.59 ms [2022-04-10 15:40:29 main:581] : INFO : Epoch 1591 | loss: 0.0312015 | val_loss: 0.031206 | Time: 3458.75 ms [2022-04-10 15:40:32 main:581] : INFO : Epoch 1592 | loss: 0.0312012 | val_loss: 0.0312057 | Time: 3279.42 ms [2022-04-10 15:40:35 main:581] : INFO : Epoch 1593 | loss: 0.0312023 | val_loss: 0.0312078 | Time: 3332.92 ms [2022-04-10 15:40:39 main:581] : INFO : Epoch 1594 | loss: 0.0312004 | val_loss: 0.031208 | Time: 3311.61 ms [2022-04-10 15:40:42 main:581] : INFO : Epoch 1595 | loss: 0.0312023 | val_loss: 0.0312065 | Time: 3453.43 ms [2022-04-10 15:40:46 main:581] : INFO : Epoch 1596 | loss: 0.0311997 | val_loss: 0.0312051 | Time: 3703.75 ms [2022-04-10 15:40:50 main:581] : INFO : Epoch 1597 | loss: 0.0312001 | val_loss: 0.0312078 | Time: 3658.62 ms [2022-04-10 15:40:53 main:581] : INFO : Epoch 1598 | loss: 0.0312002 | val_loss: 0.0312049 | Time: 3367.51 ms [2022-04-10 15:40:56 main:581] : INFO : Epoch 1599 | loss: 0.0311999 | val_loss: 0.0312113 | Time: 3533.04 ms [2022-04-10 15:41:00 main:581] : INFO : Epoch 1600 | loss: 0.0312024 | val_loss: 0.0312071 | Time: 3716.96 ms [2022-04-10 15:41:03 main:581] : INFO : Epoch 1601 | loss: 0.0312022 | val_loss: 0.0312082 | Time: 3045.75 ms [2022-04-10 15:41:06 main:581] : INFO : Epoch 1602 | loss: 0.0312049 | val_loss: 0.0312129 | Time: 3114.14 ms [2022-04-10 15:41:09 main:581] : INFO : Epoch 1603 | loss: 0.031206 | val_loss: 0.0312134 | Time: 3065.68 ms [2022-04-10 15:41:12 main:581] : INFO : Epoch 1604 | loss: 0.0312028 | val_loss: 0.0312067 | Time: 2898.72 ms [2022-04-10 15:41:16 main:581] : INFO : Epoch 1605 | loss: 0.0312009 | val_loss: 0.0312046 | Time: 3280.54 ms [2022-04-10 15:41:19 main:581] : INFO : Epoch 1606 | loss: 0.0311996 | val_loss: 0.0312054 | Time: 3065.81 ms [2022-04-10 15:41:22 main:581] : INFO : Epoch 1607 | loss: 0.0311987 | val_loss: 0.0312042 | Time: 3247.99 ms [2022-04-10 15:41:25 main:581] : INFO : Epoch 1608 | loss: 0.0311983 | val_loss: 0.0312047 | Time: 3230.4 ms [2022-04-10 15:41:28 main:581] : INFO : Epoch 1609 | loss: 0.0311995 | val_loss: 0.0312064 | Time: 3057.06 ms [2022-04-10 15:41:31 main:581] : INFO : Epoch 1610 | loss: 0.0312026 | val_loss: 0.031207 | Time: 2866.81 ms [2022-04-10 15:41:34 main:581] : INFO : Epoch 1611 | loss: 0.0312007 | val_loss: 0.0312054 | Time: 3030.71 ms [2022-04-10 15:41:37 main:581] : INFO : Epoch 1612 | loss: 0.0311986 | val_loss: 0.0312044 | Time: 3002.09 ms [2022-04-10 15:41:40 main:581] : INFO : Epoch 1613 | loss: 0.0311978 | val_loss: 0.0312044 | Time: 3035.08 ms [2022-04-10 15:41:43 main:581] : INFO : Epoch 1614 | loss: 0.0311997 | val_loss: 0.031205 | Time: 2919.7 ms [2022-04-10 15:41:46 main:581] : INFO : Epoch 1615 | loss: 0.0311978 | val_loss: 0.0312047 | Time: 3134.57 ms [2022-04-10 15:41:49 main:581] : INFO : Epoch 1616 | loss: 0.0311993 | val_loss: 0.0312061 | Time: 3222.36 ms [2022-04-10 15:41:52 main:581] : INFO : Epoch 1617 | loss: 0.0312001 | val_loss: 0.0312047 | Time: 2864.46 ms [2022-04-10 15:41:55 main:581] : INFO : Epoch 1618 | loss: 0.031199 | val_loss: 0.0312049 | Time: 3223.26 ms [2022-04-10 15:41:58 main:581] : INFO : Epoch 1619 | loss: 0.0311982 | val_loss: 0.0312036 | Time: 3050.64 ms [2022-04-10 15:42:02 main:581] : INFO : Epoch 1620 | loss: 0.0312 | val_loss: 0.0312051 | Time: 3053.31 ms [2022-04-10 15:42:04 main:581] : INFO : Epoch 1621 | loss: 0.0311984 | val_loss: 0.0312058 | Time: 2933.62 ms [2022-04-10 15:42:07 main:581] : INFO : Epoch 1622 | loss: 0.0311983 | val_loss: 0.031207 | Time: 2849.88 ms [2022-04-10 15:42:10 main:581] : INFO : Epoch 1623 | loss: 0.0311991 | val_loss: 0.0312042 | Time: 2892.56 ms [2022-04-10 15:42:13 main:581] : INFO : Epoch 1624 | loss: 0.0311976 | val_loss: 0.0312054 | Time: 3112.96 ms [2022-04-10 15:42:16 main:581] : INFO : Epoch 1625 | loss: 0.0311984 | val_loss: 0.031205 | Time: 2983.47 ms [2022-04-10 15:42:19 main:581] : INFO : Epoch 1626 | loss: 0.0311998 | val_loss: 0.0312053 | Time: 2909.62 ms [2022-04-10 15:42:22 main:581] : INFO : Epoch 1627 | loss: 0.0312 | val_loss: 0.0312058 | Time: 2981.29 ms [2022-04-10 15:42:25 main:581] : INFO : Epoch 1628 | loss: 0.0311992 | val_loss: 0.0312049 | Time: 2938.94 ms [2022-04-10 15:42:28 main:581] : INFO : Epoch 1629 | loss: 0.031198 | val_loss: 0.0312036 | Time: 2952 ms [2022-04-10 15:42:31 main:581] : INFO : Epoch 1630 | loss: 0.0311972 | val_loss: 0.0312035 | Time: 3194.28 ms [2022-04-10 15:42:34 main:581] : INFO : Epoch 1631 | loss: 0.0311978 | val_loss: 0.0312084 | Time: 3004.38 ms [2022-04-10 15:42:37 main:581] : INFO : Epoch 1632 | loss: 0.0311978 | val_loss: 0.0312043 | Time: 2950.11 ms [2022-04-10 15:42:40 main:581] : INFO : Epoch 1633 | loss: 0.0311975 | val_loss: 0.0312044 | Time: 3080.75 ms [2022-04-10 15:42:43 main:581] : INFO : Epoch 1634 | loss: 0.0311973 | val_loss: 0.031204 | Time: 2918.67 ms [2022-04-10 15:42:46 main:581] : INFO : Epoch 1635 | loss: 0.0311996 | val_loss: 0.0312058 | Time: 3035.88 ms [2022-04-10 15:42:49 main:581] : INFO : Epoch 1636 | loss: 0.0312041 | val_loss: 0.0312057 | Time: 3106.65 ms [2022-04-10 15:42:52 main:581] : INFO : Epoch 1637 | loss: 0.0312005 | val_loss: 0.0312065 | Time: 2861.03 ms [2022-04-10 15:42:55 main:581] : INFO : Epoch 1638 | loss: 0.0312014 | val_loss: 0.0312069 | Time: 2953.29 ms [2022-04-10 15:42:58 main:581] : INFO : Epoch 1639 | loss: 0.031201 | val_loss: 0.0312048 | Time: 2713.44 ms [2022-04-10 15:43:01 main:581] : INFO : Epoch 1640 | loss: 0.0312025 | val_loss: 0.0312095 | Time: 2960.56 ms [2022-04-10 15:43:04 main:581] : INFO : Epoch 1641 | loss: 0.0312037 | val_loss: 0.0312094 | Time: 2839.9 ms [2022-04-10 15:43:06 main:581] : INFO : Epoch 1642 | loss: 0.0312021 | val_loss: 0.0312057 | Time: 2661.39 ms [2022-04-10 15:43:09 main:581] : INFO : Epoch 1643 | loss: 0.0312028 | val_loss: 0.0312088 | Time: 2762.91 ms [2022-04-10 15:43:12 main:581] : INFO : Epoch 1644 | loss: 0.0312019 | val_loss: 0.031205 | Time: 2740.78 ms [2022-04-10 15:43:15 main:581] : INFO : Epoch 1645 | loss: 0.0312011 | val_loss: 0.0312085 | Time: 2855.09 ms [2022-04-10 15:43:17 main:581] : INFO : Epoch 1646 | loss: 0.0311996 | val_loss: 0.0312042 | Time: 2700.44 ms [2022-04-10 15:43:20 main:581] : INFO : Epoch 1647 | loss: 0.0311991 | val_loss: 0.0312046 | Time: 2698.2 ms [2022-04-10 15:43:23 main:581] : INFO : Epoch 1648 | loss: 0.0311987 | val_loss: 0.0312041 | Time: 2914.92 ms [2022-04-10 15:43:26 main:581] : INFO : Epoch 1649 | loss: 0.0312008 | val_loss: 0.0312055 | Time: 2789.81 ms [2022-04-10 15:43:29 main:581] : INFO : Epoch 1650 | loss: 0.0311978 | val_loss: 0.0312086 | Time: 3324.72 ms [2022-04-10 15:43:33 main:581] : INFO : Epoch 1651 | loss: 0.0312012 | val_loss: 0.0312084 | Time: 3347.18 ms [2022-04-10 15:43:36 main:581] : INFO : Epoch 1652 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 3199.62 ms [2022-04-10 15:43:39 main:581] : INFO : Epoch 1653 | loss: 0.0311973 | val_loss: 0.0312099 | Time: 3324.1 ms [2022-04-10 15:43:42 main:581] : INFO : Epoch 1654 | loss: 0.0311987 | val_loss: 0.031206 | Time: 3199.88 ms [2022-04-10 15:43:46 main:581] : INFO : Epoch 1655 | loss: 0.0311971 | val_loss: 0.0312036 | Time: 3287.37 ms [2022-04-10 15:43:48 main:581] : INFO : Epoch 1656 | loss: 0.0311968 | val_loss: 0.0312063 | Time: 2877.73 ms [2022-04-10 15:43:52 main:581] : INFO : Epoch 1657 | loss: 0.0312 | val_loss: 0.0312047 | Time: 3117.64 ms [2022-04-10 15:43:55 main:581] : INFO : Epoch 1658 | loss: 0.0311987 | val_loss: 0.031205 | Time: 2953.7 ms [2022-04-10 15:43:58 main:581] : INFO : Epoch 1659 | loss: 0.0311972 | val_loss: 0.031206 | Time: 3050.09 ms [2022-04-10 15:44:00 main:581] : INFO : Epoch 1660 | loss: 0.0311979 | val_loss: 0.0312051 | Time: 2746.19 ms [2022-04-10 15:44:04 main:581] : INFO : Epoch 1661 | loss: 0.0311976 | val_loss: 0.0312044 | Time: 3222.03 ms [2022-04-10 15:44:07 main:581] : INFO : Epoch 1662 | loss: 0.0312004 | val_loss: 0.0312095 | Time: 2988.48 ms [2022-04-10 15:44:10 main:581] : INFO : Epoch 1663 | loss: 0.0312017 | val_loss: 0.0312073 | Time: 3092.94 ms [2022-04-10 15:44:13 main:581] : INFO : Epoch 1664 | loss: 0.0312005 | val_loss: 0.0312065 | Time: 3067.1 ms [2022-04-10 15:44:16 main:581] : INFO : Epoch 1665 | loss: 0.0311994 | val_loss: 0.0312074 | Time: 3436.92 ms [2022-04-10 15:44:19 main:581] : INFO : Epoch 1666 | loss: 0.0311989 | val_loss: 0.0312052 | Time: 3023.67 ms [2022-04-10 15:44:22 main:581] : INFO : Epoch 1667 | loss: 0.031198 | val_loss: 0.0312056 | Time: 3010.18 ms [2022-04-10 15:44:25 main:581] : INFO : Epoch 1668 | loss: 0.0311989 | val_loss: 0.0312081 | Time: 3154.37 ms [2022-04-10 15:44:28 main:581] : INFO : Epoch 1669 | loss: 0.0311997 | val_loss: 0.0312067 | Time: 2954.8 ms [2022-04-10 15:44:31 main:581] : INFO : Epoch 1670 | loss: 0.0312016 | val_loss: 0.0312071 | Time: 3065.31 ms [2022-04-10 15:44:35 main:581] : INFO : Epoch 1671 | loss: 0.0311993 | val_loss: 0.031206 | Time: 3335.55 ms [2022-04-10 15:44:38 main:581] : INFO : Epoch 1672 | loss: 0.031199 | val_loss: 0.031206 | Time: 2862.12 ms [2022-04-10 15:44:40 main:581] : INFO : Epoch 1673 | loss: 0.0311987 | val_loss: 0.031205 | Time: 2845.5 ms [2022-04-10 15:44:43 main:581] : INFO : Epoch 1674 | loss: 0.0311976 | val_loss: 0.0312061 | Time: 2853.48 ms [2022-04-10 15:44:46 main:581] : INFO : Epoch 1675 | loss: 0.0311982 | val_loss: 0.031205 | Time: 3157.29 ms [2022-04-10 15:44:49 main:581] : INFO : Epoch 1676 | loss: 0.0311979 | val_loss: 0.0312062 | Time: 2583.73 ms [2022-04-10 15:44:52 main:581] : INFO : Epoch 1677 | loss: 0.0311979 | val_loss: 0.0312068 | Time: 2954.96 ms [2022-04-10 15:44:55 main:581] : INFO : Epoch 1678 | loss: 0.0311973 | val_loss: 0.0312073 | Time: 2976.79 ms [2022-04-10 15:44:58 main:581] : INFO : Epoch 1679 | loss: 0.0311978 | val_loss: 0.0312082 | Time: 3172.06 ms [2022-04-10 15:45:01 main:581] : INFO : Epoch 1680 | loss: 0.031198 | val_loss: 0.0312048 | Time: 3096.29 ms [2022-04-10 15:45:04 main:581] : INFO : Epoch 1681 | loss: 0.0311988 | val_loss: 0.0312054 | Time: 2980.18 ms [2022-04-10 15:45:07 main:581] : INFO : Epoch 1682 | loss: 0.0311998 | val_loss: 0.0312073 | Time: 3051.38 ms [2022-04-10 15:45:10 main:581] : INFO : Epoch 1683 | loss: 0.0312031 | val_loss: 0.0312052 | Time: 3221.99 ms [2022-04-10 15:45:13 main:581] : INFO : Epoch 1684 | loss: 0.0312012 | val_loss: 0.0312048 | Time: 2963.63 ms [2022-04-10 15:45:16 main:581] : INFO : Epoch 1685 | loss: 0.0311999 | val_loss: 0.0312044 | Time: 3010.72 ms [2022-04-10 15:45:20 main:581] : INFO : Epoch 1686 | loss: 0.0311997 | val_loss: 0.0312039 | Time: 3166.35 ms [2022-04-10 15:45:23 main:581] : INFO : Epoch 1687 | loss: 0.031199 | val_loss: 0.031204 | Time: 3017.99 ms [2022-04-10 15:45:25 main:581] : INFO : Epoch 1688 | loss: 0.0311998 | val_loss: 0.0312084 | Time: 2856.74 ms [2022-04-10 15:45:28 main:581] : INFO : Epoch 1689 | loss: 0.0312012 | val_loss: 0.0312065 | Time: 2966.43 ms [2022-04-10 15:45:31 main:581] : INFO : Epoch 1690 | loss: 0.0312008 | val_loss: 0.0312046 | Time: 2918.08 ms [2022-04-10 15:45:34 main:581] : INFO : Epoch 1691 | loss: 0.0312006 | val_loss: 0.031205 | Time: 3088.77 ms [2022-04-10 15:45:37 main:581] : INFO : Epoch 1692 | loss: 0.0311995 | val_loss: 0.0312039 | Time: 3058.73 ms [2022-04-10 15:45:41 main:581] : INFO : Epoch 1693 | loss: 0.0311992 | val_loss: 0.0312034 | Time: 3326.82 ms [2022-04-10 15:45:44 main:581] : INFO : Epoch 1694 | loss: 0.0311994 | val_loss: 0.0312048 | Time: 3055.12 ms [2022-04-10 15:45:47 main:581] : INFO : Epoch 1695 | loss: 0.0311997 | val_loss: 0.0312028 | Time: 3184.89 ms [2022-04-10 15:45:50 main:581] : INFO : Epoch 1696 | loss: 0.0311985 | val_loss: 0.0312026 | Time: 3080.96 ms [2022-04-10 15:45:53 main:581] : INFO : Epoch 1697 | loss: 0.0311996 | val_loss: 0.0312036 | Time: 3213 ms [2022-04-10 15:45:57 main:581] : INFO : Epoch 1698 | loss: 0.0311984 | val_loss: 0.0312034 | Time: 3202.74 ms [2022-04-10 15:46:00 main:581] : INFO : Epoch 1699 | loss: 0.0311979 | val_loss: 0.0312038 | Time: 3146.83 ms [2022-04-10 15:46:03 main:581] : INFO : Epoch 1700 | loss: 0.0311973 | val_loss: 0.0312053 | Time: 3455.83 ms [2022-04-10 15:46:06 main:581] : INFO : Epoch 1701 | loss: 0.0311985 | val_loss: 0.0312042 | Time: 3099.21 ms [2022-04-10 15:46:09 main:581] : INFO : Epoch 1702 | loss: 0.0311998 | val_loss: 0.0312119 | Time: 3226.84 ms [2022-04-10 15:46:12 main:581] : INFO : Epoch 1703 | loss: 0.0312013 | val_loss: 0.0312043 | Time: 2627.37 ms [2022-04-10 15:46:15 main:581] : INFO : Epoch 1704 | loss: 0.0312002 | val_loss: 0.0312062 | Time: 2895.87 ms [2022-04-10 15:46:18 main:581] : INFO : Epoch 1705 | loss: 0.0312001 | val_loss: 0.0312043 | Time: 3124.29 ms [2022-04-10 15:46:21 main:581] : INFO : Epoch 1706 | loss: 0.0311994 | val_loss: 0.0312028 | Time: 2857.5 ms [2022-04-10 15:46:24 main:581] : INFO : Epoch 1707 | loss: 0.0311999 | val_loss: 0.0312044 | Time: 3170.27 ms [2022-04-10 15:46:27 main:581] : INFO : Epoch 1708 | loss: 0.0311986 | val_loss: 0.0312059 | Time: 3151.95 ms [2022-04-10 15:46:30 main:581] : INFO : Epoch 1709 | loss: 0.0311992 | val_loss: 0.0312036 | Time: 3172.72 ms [2022-04-10 15:46:33 main:581] : INFO : Epoch 1710 | loss: 0.0311993 | val_loss: 0.031203 | Time: 2992.93 ms [2022-04-10 15:46:37 main:581] : INFO : Epoch 1711 | loss: 0.031197 | val_loss: 0.0312036 | Time: 3067.35 ms [2022-04-10 15:46:40 main:581] : INFO : Epoch 1712 | loss: 0.0311971 | val_loss: 0.0312059 | Time: 3126.25 ms [2022-04-10 15:46:43 main:581] : INFO : Epoch 1713 | loss: 0.0311975 | val_loss: 0.0312032 | Time: 3081.45 ms [2022-04-10 15:46:46 main:581] : INFO : Epoch 1714 | loss: 0.0311966 | val_loss: 0.0312047 | Time: 3175.79 ms [2022-04-10 15:46:49 main:581] : INFO : Epoch 1715 | loss: 0.0311976 | val_loss: 0.031203 | Time: 3408.42 ms [2022-04-10 15:46:53 main:581] : INFO : Epoch 1716 | loss: 0.0311971 | val_loss: 0.0312051 | Time: 3235.65 ms [2022-04-10 15:46:56 main:581] : INFO : Epoch 1717 | loss: 0.0311986 | val_loss: 0.0312103 | Time: 3588.03 ms [2022-04-10 15:46:59 main:581] : INFO : Epoch 1718 | loss: 0.0312029 | val_loss: 0.0312053 | Time: 3223.05 ms [2022-04-10 15:47:02 main:581] : INFO : Epoch 1719 | loss: 0.0311989 | val_loss: 0.0312035 | Time: 3057.71 ms [2022-04-10 15:47:06 main:581] : INFO : Epoch 1720 | loss: 0.0312017 | val_loss: 0.0312103 | Time: 3288.76 ms [2022-04-10 15:47:09 main:581] : INFO : Epoch 1721 | loss: 0.0312047 | val_loss: 0.0312153 | Time: 3226.46 ms [2022-04-10 15:47:12 main:581] : INFO : Epoch 1722 | loss: 0.0312054 | val_loss: 0.0312137 | Time: 3117.74 ms [2022-04-10 15:47:15 main:581] : INFO : Epoch 1723 | loss: 0.0312045 | val_loss: 0.0312123 | Time: 3039.69 ms [2022-04-10 15:47:18 main:581] : INFO : Epoch 1724 | loss: 0.0312063 | val_loss: 0.0312134 | Time: 2931.47 ms [2022-04-10 15:47:21 main:581] : INFO : Epoch 1725 | loss: 0.0312037 | val_loss: 0.031208 | Time: 3405.89 ms [2022-04-10 15:47:25 main:581] : INFO : Epoch 1726 | loss: 0.0312024 | val_loss: 0.0312092 | Time: 3197.12 ms [2022-04-10 15:47:28 main:581] : INFO : Epoch 1727 | loss: 0.0312016 | val_loss: 0.0312086 | Time: 3359.67 ms [2022-04-10 15:47:31 main:581] : INFO : Epoch 1728 | loss: 0.0312023 | val_loss: 0.0312091 | Time: 3196.12 ms [2022-04-10 15:47:35 main:581] : INFO : Epoch 1729 | loss: 0.0312042 | val_loss: 0.0312131 | Time: 3438.45 ms [2022-04-10 15:47:38 main:581] : INFO : Epoch 1730 | loss: 0.0312036 | val_loss: 0.03121 | Time: 3225.45 ms [2022-04-10 15:47:41 main:581] : INFO : Epoch 1731 | loss: 0.0312016 | val_loss: 0.0312094 | Time: 3158.3 ms [2022-04-10 15:47:44 main:581] : INFO : Epoch 1732 | loss: 0.0312012 | val_loss: 0.0312086 | Time: 3233.45 ms [2022-04-10 15:47:47 main:581] : INFO : Epoch 1733 | loss: 0.0312009 | val_loss: 0.031211 | Time: 3140.02 ms [2022-04-10 15:47:50 main:581] : INFO : Epoch 1734 | loss: 0.0312025 | val_loss: 0.0312095 | Time: 3000.66 ms [2022-04-10 15:47:53 main:581] : INFO : Epoch 1735 | loss: 0.031202 | val_loss: 0.0312103 | Time: 3092.89 ms [2022-04-10 15:47:57 main:581] : INFO : Epoch 1736 | loss: 0.0312093 | val_loss: 0.0312157 | Time: 3032.91 ms [2022-04-10 15:47:59 main:581] : INFO : Epoch 1737 | loss: 0.0312067 | val_loss: 0.0312091 | Time: 2905.04 ms [2022-04-10 15:48:02 main:581] : INFO : Epoch 1738 | loss: 0.031203 | val_loss: 0.0312089 | Time: 3043.75 ms [2022-04-10 15:48:06 main:581] : INFO : Epoch 1739 | loss: 0.0312037 | val_loss: 0.0312096 | Time: 3159.59 ms [2022-04-10 15:48:09 main:581] : INFO : Epoch 1740 | loss: 0.0312025 | val_loss: 0.0312099 | Time: 3261.9 ms [2022-04-10 15:48:12 main:581] : INFO : Epoch 1741 | loss: 0.0312028 | val_loss: 0.0312082 | Time: 3087.95 ms [2022-04-10 15:48:15 main:581] : INFO : Epoch 1742 | loss: 0.0312006 | val_loss: 0.0312101 | Time: 3225.09 ms [2022-04-10 15:48:19 main:581] : INFO : Epoch 1743 | loss: 0.0312002 | val_loss: 0.0312115 | Time: 3311.24 ms [2022-04-10 15:48:22 main:581] : INFO : Epoch 1744 | loss: 0.0312009 | val_loss: 0.0312103 | Time: 3352.97 ms [2022-04-10 15:48:25 main:581] : INFO : Epoch 1745 | loss: 0.0312001 | val_loss: 0.0312089 | Time: 3145.67 ms [2022-04-10 15:48:28 main:581] : INFO : Epoch 1746 | loss: 0.0311995 | val_loss: 0.0312081 | Time: 3249.03 ms [2022-04-10 15:48:32 main:581] : INFO : Epoch 1747 | loss: 0.0312024 | val_loss: 0.031208 | Time: 3242.79 ms [2022-04-10 15:48:35 main:581] : INFO : Epoch 1748 | loss: 0.0312014 | val_loss: 0.0312074 | Time: 3284.74 ms [2022-04-10 15:48:38 main:581] : INFO : Epoch 1749 | loss: 0.0312004 | val_loss: 0.0312073 | Time: 3181.01 ms [2022-04-10 15:48:41 main:581] : INFO : Epoch 1750 | loss: 0.0312004 | val_loss: 0.0312106 | Time: 2903.5 ms [2022-04-10 15:48:44 main:581] : INFO : Epoch 1751 | loss: 0.0312008 | val_loss: 0.0312106 | Time: 3233.31 ms [2022-04-10 15:48:47 main:581] : INFO : Epoch 1752 | loss: 0.0312045 | val_loss: 0.0312176 | Time: 3128.63 ms [2022-04-10 15:48:50 main:581] : INFO : Epoch 1753 | loss: 0.0312033 | val_loss: 0.0312139 | Time: 2845.72 ms [2022-04-10 15:48:53 main:581] : INFO : Epoch 1754 | loss: 0.0312031 | val_loss: 0.0312173 | Time: 2538.29 ms [2022-04-10 15:48:56 main:581] : INFO : Epoch 1755 | loss: 0.0312017 | val_loss: 0.0312111 | Time: 3177.47 ms [2022-04-10 15:48:59 main:581] : INFO : Epoch 1756 | loss: 0.0312017 | val_loss: 0.031211 | Time: 3127.12 ms [2022-04-10 15:49:01 main:581] : INFO : Epoch 1757 | loss: 0.0311993 | val_loss: 0.0312075 | Time: 2552.67 ms [2022-04-10 15:49:05 main:581] : INFO : Epoch 1758 | loss: 0.0311998 | val_loss: 0.0312086 | Time: 3045.71 ms [2022-04-10 15:49:08 main:581] : INFO : Epoch 1759 | loss: 0.0312003 | val_loss: 0.0312085 | Time: 3093.16 ms [2022-04-10 15:49:11 main:581] : INFO : Epoch 1760 | loss: 0.0312004 | val_loss: 0.0312111 | Time: 3075.34 ms [2022-04-10 15:49:14 main:581] : INFO : Epoch 1761 | loss: 0.0311998 | val_loss: 0.0312111 | Time: 2908.58 ms [2022-04-10 15:49:17 main:581] : INFO : Epoch 1762 | loss: 0.0312006 | val_loss: 0.0312123 | Time: 3083.1 ms [2022-04-10 15:49:20 main:581] : INFO : Epoch 1763 | loss: 0.0312001 | val_loss: 0.0312076 | Time: 3018.84 ms [2022-04-10 15:49:23 main:581] : INFO : Epoch 1764 | loss: 0.0311993 | val_loss: 0.0312083 | Time: 3080.66 ms [2022-04-10 15:49:26 main:581] : INFO : Epoch 1765 | loss: 0.0311996 | val_loss: 0.031212 | Time: 3207.37 ms [2022-04-10 15:49:29 main:581] : INFO : Epoch 1766 | loss: 0.0312 | val_loss: 0.0312091 | Time: 3219.17 ms [2022-04-10 15:49:32 main:581] : INFO : Epoch 1767 | loss: 0.031199 | val_loss: 0.0312079 | Time: 2966.64 ms [2022-04-10 15:49:35 main:581] : INFO : Epoch 1768 | loss: 0.0311979 | val_loss: 0.0312078 | Time: 2842.67 ms [2022-04-10 15:49:38 main:581] : INFO : Epoch 1769 | loss: 0.0311992 | val_loss: 0.0312065 | Time: 2942.87 ms [2022-04-10 15:49:41 main:581] : INFO : Epoch 1770 | loss: 0.0311985 | val_loss: 0.0312099 | Time: 3038.62 ms [2022-04-10 15:49:45 main:581] : INFO : Epoch 1771 | loss: 0.0311992 | val_loss: 0.0312082 | Time: 3476.04 ms [2022-04-10 15:49:48 main:581] : INFO : Epoch 1772 | loss: 0.031198 | val_loss: 0.0312066 | Time: 3418.78 ms [2022-04-10 15:49:52 main:581] : INFO : Epoch 1773 | loss: 0.0311981 | val_loss: 0.0312067 | Time: 3689.51 ms [2022-04-10 15:49:55 main:581] : INFO : Epoch 1774 | loss: 0.0311979 | val_loss: 0.0312066 | Time: 3487.07 ms [2022-04-10 15:49:59 main:581] : INFO : Epoch 1775 | loss: 0.0311978 | val_loss: 0.0312077 | Time: 3432.77 ms [2022-04-10 15:50:02 main:581] : INFO : Epoch 1776 | loss: 0.0311983 | val_loss: 0.0312073 | Time: 3435.82 ms [2022-04-10 15:50:05 main:581] : INFO : Epoch 1777 | loss: 0.0311983 | val_loss: 0.0312071 | Time: 3342.28 ms [2022-04-10 15:50:08 main:581] : INFO : Epoch 1778 | loss: 0.0311977 | val_loss: 0.0312069 | Time: 3097.9 ms [2022-04-10 15:50:12 main:581] : INFO : Epoch 1779 | loss: 0.031199 | val_loss: 0.0312079 | Time: 3241.93 ms [2022-04-10 15:50:15 main:581] : INFO : Epoch 1780 | loss: 0.0311984 | val_loss: 0.0312065 | Time: 2971.53 ms [2022-04-10 15:50:18 main:581] : INFO : Epoch 1781 | loss: 0.0311978 | val_loss: 0.031207 | Time: 3482.9 ms [2022-04-10 15:50:21 main:581] : INFO : Epoch 1782 | loss: 0.0311981 | val_loss: 0.0312058 | Time: 2913.09 ms [2022-04-10 15:50:24 main:581] : INFO : Epoch 1783 | loss: 0.0311977 | val_loss: 0.0312053 | Time: 3165.62 ms [2022-04-10 15:50:28 main:581] : INFO : Epoch 1784 | loss: 0.0311994 | val_loss: 0.0312076 | Time: 3441.69 ms [2022-04-10 15:50:31 main:581] : INFO : Epoch 1785 | loss: 0.031198 | val_loss: 0.0312079 | Time: 3211.51 ms [2022-04-10 15:50:34 main:581] : INFO : Epoch 1786 | loss: 0.0311976 | val_loss: 0.0312068 | Time: 3182.12 ms [2022-04-10 15:50:37 main:581] : INFO : Epoch 1787 | loss: 0.0311973 | val_loss: 0.0312076 | Time: 3180.3 ms [2022-04-10 15:50:40 main:581] : INFO : Epoch 1788 | loss: 0.0311985 | val_loss: 0.0312059 | Time: 3122.73 ms [2022-04-10 15:50:43 main:581] : INFO : Epoch 1789 | loss: 0.0311978 | val_loss: 0.0312063 | Time: 3111.95 ms [2022-04-10 15:50:47 main:581] : INFO : Epoch 1790 | loss: 0.0311977 | val_loss: 0.0312064 | Time: 3146.64 ms [2022-04-10 15:50:50 main:581] : INFO : Epoch 1791 | loss: 0.0311966 | val_loss: 0.0312102 | Time: 3214.72 ms [2022-04-10 15:50:53 main:581] : INFO : Epoch 1792 | loss: 0.0311967 | val_loss: 0.0312063 | Time: 3437.31 ms [2022-04-10 15:50:56 main:581] : INFO : Epoch 1793 | loss: 0.031197 | val_loss: 0.0312071 | Time: 3035.48 ms [2022-04-10 15:50:59 main:581] : INFO : Epoch 1794 | loss: 0.0311978 | val_loss: 0.0312103 | Time: 3186.54 ms [2022-04-10 15:51:03 main:581] : INFO : Epoch 1795 | loss: 0.0311986 | val_loss: 0.0312122 | Time: 3166.54 ms [2022-04-10 15:51:06 main:581] : INFO : Epoch 1796 | loss: 0.0312015 | val_loss: 0.03121 | Time: 3045.12 ms [2022-04-10 15:51:09 main:581] : INFO : Epoch 1797 | loss: 0.0311984 | val_loss: 0.0312076 | Time: 3374.59 ms [2022-04-10 15:51:12 main:581] : INFO : Epoch 1798 | loss: 0.0311978 | val_loss: 0.0312064 | Time: 3377.41 ms [2022-04-10 15:51:16 main:581] : INFO : Epoch 1799 | loss: 0.0312009 | val_loss: 0.0312061 | Time: 3126.06 ms [2022-04-10 15:51:18 main:581] : INFO : Epoch 1800 | loss: 0.0311975 | val_loss: 0.0312067 | Time: 2726.52 ms [2022-04-10 15:51:22 main:581] : INFO : Epoch 1801 | loss: 0.0311977 | val_loss: 0.0312101 | Time: 3232.37 ms [2022-04-10 15:51:25 main:581] : INFO : Epoch 1802 | loss: 0.0311969 | val_loss: 0.031206 | Time: 3542.49 ms [2022-04-10 15:51:29 main:581] : INFO : Epoch 1803 | loss: 0.0311972 | val_loss: 0.0312054 | Time: 3598.87 ms [2022-04-10 15:51:32 main:581] : INFO : Epoch 1804 | loss: 0.0311966 | val_loss: 0.0312086 | Time: 3730.54 ms [2022-04-10 15:51:36 main:581] : INFO : Epoch 1805 | loss: 0.031197 | val_loss: 0.0312178 | Time: 3336.65 ms [2022-04-10 15:51:39 main:581] : INFO : Epoch 1806 | loss: 0.0312025 | val_loss: 0.0312062 | Time: 3358.73 ms [2022-04-10 15:51:42 main:581] : INFO : Epoch 1807 | loss: 0.0312023 | val_loss: 0.0312101 | Time: 3179.93 ms [2022-04-10 15:51:46 main:581] : INFO : Epoch 1808 | loss: 0.0312011 | val_loss: 0.0312158 | Time: 3617.79 ms [2022-04-10 15:51:49 main:581] : INFO : Epoch 1809 | loss: 0.0312005 | val_loss: 0.0312085 | Time: 3575.57 ms [2022-04-10 15:51:53 main:581] : INFO : Epoch 1810 | loss: 0.0311986 | val_loss: 0.0312059 | Time: 3675.35 ms [2022-04-10 15:51:57 main:581] : INFO : Epoch 1811 | loss: 0.0311977 | val_loss: 0.0312054 | Time: 3458.33 ms [2022-04-10 15:52:00 main:581] : INFO : Epoch 1812 | loss: 0.031198 | val_loss: 0.0312061 | Time: 3230.73 ms [2022-04-10 15:52:03 main:581] : INFO : Epoch 1813 | loss: 0.0311974 | val_loss: 0.0312056 | Time: 3063.59 ms [2022-04-10 15:52:06 main:581] : INFO : Epoch 1814 | loss: 0.0311964 | val_loss: 0.0312057 | Time: 3063.68 ms [2022-04-10 15:52:09 main:581] : INFO : Epoch 1815 | loss: 0.0311977 | val_loss: 0.0312061 | Time: 3171.19 ms [2022-04-10 15:52:12 main:581] : INFO : Epoch 1816 | loss: 0.0311972 | val_loss: 0.0312078 | Time: 2992.27 ms [2022-04-10 15:52:15 main:581] : INFO : Epoch 1817 | loss: 0.0311966 | val_loss: 0.0312074 | Time: 3128.14 ms [2022-04-10 15:52:18 main:581] : INFO : Epoch 1818 | loss: 0.0311964 | val_loss: 0.0312085 | Time: 2867.81 ms [2022-04-10 15:52:21 main:581] : INFO : Epoch 1819 | loss: 0.0311957 | val_loss: 0.0312056 | Time: 2942.66 ms [2022-04-10 15:52:24 main:581] : INFO : Epoch 1820 | loss: 0.0311956 | val_loss: 0.0312064 | Time: 3068.87 ms [2022-04-10 15:52:27 main:581] : INFO : Epoch 1821 | loss: 0.0311966 | val_loss: 0.0312058 | Time: 2915.72 ms [2022-04-10 15:52:30 main:581] : INFO : Epoch 1822 | loss: 0.0311956 | val_loss: 0.0312071 | Time: 2935.85 ms [2022-04-10 15:52:33 main:581] : INFO : Epoch 1823 | loss: 0.031196 | val_loss: 0.0312064 | Time: 3088.25 ms [2022-04-10 15:52:36 main:581] : INFO : Epoch 1824 | loss: 0.0311967 | val_loss: 0.031208 | Time: 3107.97 ms [2022-04-10 15:52:39 main:581] : INFO : Epoch 1825 | loss: 0.0311963 | val_loss: 0.0312088 | Time: 3306.15 ms [2022-04-10 15:52:43 main:581] : INFO : Epoch 1826 | loss: 0.0311971 | val_loss: 0.0312082 | Time: 3082.31 ms [2022-04-10 15:52:46 main:581] : INFO : Epoch 1827 | loss: 0.0311956 | val_loss: 0.0312073 | Time: 3024.67 ms [2022-04-10 15:52:49 main:581] : INFO : Epoch 1828 | loss: 0.031198 | val_loss: 0.0312082 | Time: 3195.2 ms [2022-04-10 15:52:52 main:581] : INFO : Epoch 1829 | loss: 0.0311967 | val_loss: 0.031206 | Time: 2814.81 ms [2022-04-10 15:52:55 main:581] : INFO : Epoch 1830 | loss: 0.031197 | val_loss: 0.0312056 | Time: 3196.76 ms [2022-04-10 15:52:58 main:581] : INFO : Epoch 1831 | loss: 0.031197 | val_loss: 0.0312063 | Time: 3038.22 ms [2022-04-10 15:53:01 main:581] : INFO : Epoch 1832 | loss: 0.0311967 | val_loss: 0.0312096 | Time: 3177.88 ms [2022-04-10 15:53:04 main:581] : INFO : Epoch 1833 | loss: 0.0311962 | val_loss: 0.0312069 | Time: 3017.26 ms [2022-04-10 15:53:07 main:581] : INFO : Epoch 1834 | loss: 0.0311959 | val_loss: 0.0312059 | Time: 3022.24 ms [2022-04-10 15:53:10 main:581] : INFO : Epoch 1835 | loss: 0.0311963 | val_loss: 0.0312055 | Time: 3018.91 ms [2022-04-10 15:53:13 main:581] : INFO : Epoch 1836 | loss: 0.0311955 | val_loss: 0.0312068 | Time: 3155.3 ms [2022-04-10 15:53:16 main:581] : INFO : Epoch 1837 | loss: 0.0311969 | val_loss: 0.0312132 | Time: 2973.96 ms [2022-04-10 15:53:19 main:581] : INFO : Epoch 1838 | loss: 0.0311973 | val_loss: 0.031206 | Time: 2987.03 ms [2022-04-10 15:53:22 main:581] : INFO : Epoch 1839 | loss: 0.0311979 | val_loss: 0.031209 | Time: 3058.53 ms [2022-04-10 15:53:25 main:581] : INFO : Epoch 1840 | loss: 0.0311991 | val_loss: 0.0312069 | Time: 3203.81 ms [2022-04-10 15:53:29 main:581] : INFO : Epoch 1841 | loss: 0.0311965 | val_loss: 0.0312074 | Time: 3092.59 ms [2022-04-10 15:53:32 main:581] : INFO : Epoch 1842 | loss: 0.0311963 | val_loss: 0.0312072 | Time: 3299 ms [2022-04-10 15:53:35 main:581] : INFO : Epoch 1843 | loss: 0.0311959 | val_loss: 0.0312081 | Time: 3089.5 ms [2022-04-10 15:53:38 main:581] : INFO : Epoch 1844 | loss: 0.0311963 | val_loss: 0.031208 | Time: 2888.4 ms [2022-04-10 15:53:41 main:581] : INFO : Epoch 1845 | loss: 0.0311955 | val_loss: 0.0312065 | Time: 3080.51 ms [2022-04-10 15:53:44 main:581] : INFO : Epoch 1846 | loss: 0.031196 | val_loss: 0.0312079 | Time: 3146.82 ms [2022-04-10 15:53:47 main:581] : INFO : Epoch 1847 | loss: 0.0311961 | val_loss: 0.0312067 | Time: 3089.46 ms [2022-04-10 15:53:50 main:581] : INFO : Epoch 1848 | loss: 0.0311951 | val_loss: 0.0312062 | Time: 3174.44 ms [2022-04-10 15:53:53 main:581] : INFO : Epoch 1849 | loss: 0.0311951 | val_loss: 0.0312073 | Time: 3149.87 ms [2022-04-10 15:53:56 main:581] : INFO : Epoch 1850 | loss: 0.0311961 | val_loss: 0.0312073 | Time: 2860.93 ms [2022-04-10 15:53:59 main:581] : INFO : Epoch 1851 | loss: 0.0311973 | val_loss: 0.0312187 | Time: 2980.69 ms [2022-04-10 15:54:03 main:581] : INFO : Epoch 1852 | loss: 0.0312025 | val_loss: 0.0312495 | Time: 3235.89 ms [2022-04-10 15:54:06 main:581] : INFO : Epoch 1853 | loss: 0.0398147 | val_loss: 0.0423537 | Time: 3369.57 ms [2022-04-10 15:54:09 main:581] : INFO : Epoch 1854 | loss: 0.0374199 | val_loss: 0.031739 | Time: 3192.35 ms [2022-04-10 15:54:12 main:581] : INFO : Epoch 1855 | loss: 0.0317151 | val_loss: 0.031347 | Time: 3073.69 ms [2022-04-10 15:54:15 main:581] : INFO : Epoch 1856 | loss: 0.0313181 | val_loss: 0.0312824 | Time: 3233.32 ms [2022-04-10 15:54:18 main:581] : INFO : Epoch 1857 | loss: 0.0312662 | val_loss: 0.0312582 | Time: 3028.34 ms [2022-04-10 15:54:22 main:581] : INFO : Epoch 1858 | loss: 0.0312548 | val_loss: 0.0312535 | Time: 3149.06 ms [2022-04-10 15:54:25 main:581] : INFO : Epoch 1859 | loss: 0.0312519 | val_loss: 0.0312519 | Time: 3109.9 ms [2022-04-10 15:54:28 main:581] : INFO : Epoch 1860 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 3072.22 ms [2022-04-10 15:54:31 main:581] : INFO : Epoch 1861 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2834.08 ms [2022-04-10 15:54:34 main:581] : INFO : Epoch 1862 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 3116.53 ms [2022-04-10 15:54:37 main:581] : INFO : Epoch 1863 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 3131.37 ms [2022-04-10 15:54:40 main:581] : INFO : Epoch 1864 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 3049.42 ms [2022-04-10 15:54:43 main:581] : INFO : Epoch 1865 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 3001.44 ms [2022-04-10 15:54:46 main:581] : INFO : Epoch 1866 | loss: 0.0312436 | val_loss: 0.0312433 | Time: 2869.85 ms [2022-04-10 15:54:49 main:581] : INFO : Epoch 1867 | loss: 0.0312413 | val_loss: 0.0312412 | Time: 2978.01 ms [2022-04-10 15:54:52 main:581] : INFO : Epoch 1868 | loss: 0.0312392 | val_loss: 0.0312392 | Time: 3073.67 ms [2022-04-10 15:54:55 main:581] : INFO : Epoch 1869 | loss: 0.0312373 | val_loss: 0.0312374 | Time: 3136.22 ms [2022-04-10 15:54:58 main:581] : INFO : Epoch 1870 | loss: 0.0312353 | val_loss: 0.0312357 | Time: 2948.21 ms [2022-04-10 15:55:01 main:581] : INFO : Epoch 1871 | loss: 0.0312337 | val_loss: 0.0312347 | Time: 3150.23 ms [2022-04-10 15:55:04 main:581] : INFO : Epoch 1872 | loss: 0.0312323 | val_loss: 0.0312336 | Time: 3341.11 ms [2022-04-10 15:55:07 main:581] : INFO : Epoch 1873 | loss: 0.0312312 | val_loss: 0.0312324 | Time: 2979.79 ms [2022-04-10 15:55:10 main:581] : INFO : Epoch 1874 | loss: 0.0312301 | val_loss: 0.0312315 | Time: 3038.58 ms [2022-04-10 15:55:14 main:581] : INFO : Epoch 1875 | loss: 0.0312291 | val_loss: 0.0312306 | Time: 3225.14 ms [2022-04-10 15:55:17 main:581] : INFO : Epoch 1876 | loss: 0.0312282 | val_loss: 0.0312313 | Time: 3285.34 ms [2022-04-10 15:55:20 main:581] : INFO : Epoch 1877 | loss: 0.0312284 | val_loss: 0.0312301 | Time: 3132.61 ms [2022-04-10 15:55:23 main:581] : INFO : Epoch 1878 | loss: 0.0312277 | val_loss: 0.0312299 | Time: 3011.28 ms [2022-04-10 15:55:26 main:581] : INFO : Epoch 1879 | loss: 0.031227 | val_loss: 0.0312285 | Time: 2893.67 ms [2022-04-10 15:55:29 main:581] : INFO : Epoch 1880 | loss: 0.0312263 | val_loss: 0.0312281 | Time: 3174.85 ms [2022-04-10 15:55:32 main:581] : INFO : Epoch 1881 | loss: 0.0312255 | val_loss: 0.0312276 | Time: 3002.89 ms [2022-04-10 15:55:35 main:581] : INFO : Epoch 1882 | loss: 0.0312253 | val_loss: 0.0312282 | Time: 3037.88 ms [2022-04-10 15:55:38 main:581] : INFO : Epoch 1883 | loss: 0.031225 | val_loss: 0.0312262 | Time: 3013.85 ms [2022-04-10 15:55:41 main:581] : INFO : Epoch 1884 | loss: 0.0312236 | val_loss: 0.0312253 | Time: 3021.93 ms [2022-04-10 15:55:44 main:581] : INFO : Epoch 1885 | loss: 0.0312227 | val_loss: 0.0312249 | Time: 2907.71 ms [2022-04-10 15:55:47 main:581] : INFO : Epoch 1886 | loss: 0.0312218 | val_loss: 0.0312223 | Time: 3047.38 ms [2022-04-10 15:55:50 main:581] : INFO : Epoch 1887 | loss: 0.0312198 | val_loss: 0.0312213 | Time: 2984.07 ms [2022-04-10 15:55:53 main:581] : INFO : Epoch 1888 | loss: 0.0312183 | val_loss: 0.0312203 | Time: 3002.01 ms [2022-04-10 15:55:56 main:581] : INFO : Epoch 1889 | loss: 0.0312172 | val_loss: 0.0312189 | Time: 3068.74 ms [2022-04-10 15:55:59 main:581] : INFO : Epoch 1890 | loss: 0.0312161 | val_loss: 0.0312178 | Time: 3037.1 ms [2022-04-10 15:56:02 main:581] : INFO : Epoch 1891 | loss: 0.0312151 | val_loss: 0.0312169 | Time: 3079.31 ms [2022-04-10 15:56:06 main:581] : INFO : Epoch 1892 | loss: 0.031214 | val_loss: 0.0312167 | Time: 3250.85 ms [2022-04-10 15:56:09 main:581] : INFO : Epoch 1893 | loss: 0.031213 | val_loss: 0.0312157 | Time: 3133.43 ms [2022-04-10 15:56:12 main:581] : INFO : Epoch 1894 | loss: 0.0312107 | val_loss: 0.0312143 | Time: 3241.33 ms [2022-04-10 15:56:15 main:581] : INFO : Epoch 1895 | loss: 0.0312094 | val_loss: 0.0312139 | Time: 3248.84 ms [2022-04-10 15:56:18 main:581] : INFO : Epoch 1896 | loss: 0.0312073 | val_loss: 0.0312089 | Time: 2948.43 ms [2022-04-10 15:56:21 main:581] : INFO : Epoch 1897 | loss: 0.0312028 | val_loss: 0.0312085 | Time: 2982.64 ms [2022-04-10 15:56:24 main:581] : INFO : Epoch 1898 | loss: 0.0312012 | val_loss: 0.0312084 | Time: 2737.52 ms [2022-04-10 15:56:27 main:581] : INFO : Epoch 1899 | loss: 0.0312001 | val_loss: 0.0312074 | Time: 2935.64 ms [2022-04-10 15:56:30 main:581] : INFO : Epoch 1900 | loss: 0.0312 | val_loss: 0.0312061 | Time: 2945.42 ms [2022-04-10 15:56:33 main:581] : INFO : Epoch 1901 | loss: 0.0311993 | val_loss: 0.0312062 | Time: 2888.13 ms [2022-04-10 15:56:35 main:581] : INFO : Epoch 1902 | loss: 0.0311993 | val_loss: 0.0312053 | Time: 2733.49 ms [2022-04-10 15:56:38 main:581] : INFO : Epoch 1903 | loss: 0.0311992 | val_loss: 0.0312059 | Time: 2986.11 ms [2022-04-10 15:56:41 main:581] : INFO : Epoch 1904 | loss: 0.0311992 | val_loss: 0.0312053 | Time: 3037 ms [2022-04-10 15:56:44 main:581] : INFO : Epoch 1905 | loss: 0.0311992 | val_loss: 0.031206 | Time: 2831.55 ms [2022-04-10 15:56:47 main:581] : INFO : Epoch 1906 | loss: 0.0311989 | val_loss: 0.0312047 | Time: 2809.86 ms [2022-04-10 15:56:50 main:581] : INFO : Epoch 1907 | loss: 0.0311984 | val_loss: 0.0312063 | Time: 2899.6 ms [2022-04-10 15:56:53 main:581] : INFO : Epoch 1908 | loss: 0.031199 | val_loss: 0.0312069 | Time: 3200.02 ms [2022-04-10 15:56:56 main:581] : INFO : Epoch 1909 | loss: 0.0311979 | val_loss: 0.031206 | Time: 2974.63 ms [2022-04-10 15:56:59 main:581] : INFO : Epoch 1910 | loss: 0.0311974 | val_loss: 0.0312051 | Time: 3018.12 ms [2022-04-10 15:57:02 main:581] : INFO : Epoch 1911 | loss: 0.0311982 | val_loss: 0.0312075 | Time: 3084.62 ms [2022-04-10 15:57:05 main:581] : INFO : Epoch 1912 | loss: 0.0311986 | val_loss: 0.0312057 | Time: 3068.01 ms [2022-04-10 15:57:08 main:581] : INFO : Epoch 1913 | loss: 0.0311987 | val_loss: 0.0312061 | Time: 3161.5 ms [2022-04-10 15:57:12 main:581] : INFO : Epoch 1914 | loss: 0.0311975 | val_loss: 0.0312052 | Time: 3199.19 ms [2022-04-10 15:57:15 main:581] : INFO : Epoch 1915 | loss: 0.031197 | val_loss: 0.0312071 | Time: 3203.75 ms [2022-04-10 15:57:18 main:581] : INFO : Epoch 1916 | loss: 0.031197 | val_loss: 0.0312062 | Time: 3151.57 ms [2022-04-10 15:57:21 main:581] : INFO : Epoch 1917 | loss: 0.0311979 | val_loss: 0.0312075 | Time: 3086.46 ms [2022-04-10 15:57:24 main:581] : INFO : Epoch 1918 | loss: 0.0311983 | val_loss: 0.0312056 | Time: 2936.57 ms [2022-04-10 15:57:27 main:581] : INFO : Epoch 1919 | loss: 0.0311979 | val_loss: 0.0312074 | Time: 3169.21 ms [2022-04-10 15:57:30 main:581] : INFO : Epoch 1920 | loss: 0.0311975 | val_loss: 0.0312061 | Time: 3077.31 ms [2022-04-10 15:57:33 main:581] : INFO : Epoch 1921 | loss: 0.031197 | val_loss: 0.0312054 | Time: 3043.15 ms [2022-04-10 15:57:36 main:581] : INFO : Epoch 1922 | loss: 0.031198 | val_loss: 0.0312083 | Time: 2930.92 ms [2022-04-10 15:57:39 main:581] : INFO : Epoch 1923 | loss: 0.0311974 | val_loss: 0.0312057 | Time: 2979.36 ms [2022-04-10 15:57:42 main:581] : INFO : Epoch 1924 | loss: 0.0311964 | val_loss: 0.0312058 | Time: 3055.8 ms [2022-04-10 15:57:46 main:581] : INFO : Epoch 1925 | loss: 0.031196 | val_loss: 0.031206 | Time: 3207.14 ms [2022-04-10 15:57:49 main:581] : INFO : Epoch 1926 | loss: 0.0311956 | val_loss: 0.0312064 | Time: 3089.57 ms [2022-04-10 15:57:52 main:581] : INFO : Epoch 1927 | loss: 0.031196 | val_loss: 0.0312053 | Time: 3100.72 ms [2022-04-10 15:57:55 main:581] : INFO : Epoch 1928 | loss: 0.0311962 | val_loss: 0.0312062 | Time: 2861.85 ms [2022-04-10 15:57:58 main:581] : INFO : Epoch 1929 | loss: 0.0311969 | val_loss: 0.0312054 | Time: 3185.59 ms [2022-04-10 15:58:01 main:581] : INFO : Epoch 1930 | loss: 0.0311958 | val_loss: 0.0312056 | Time: 3160.08 ms [2022-04-10 15:58:04 main:581] : INFO : Epoch 1931 | loss: 0.0311957 | val_loss: 0.0312063 | Time: 3267.09 ms [2022-04-10 15:58:07 main:581] : INFO : Epoch 1932 | loss: 0.0311964 | val_loss: 0.0312065 | Time: 3106.06 ms [2022-04-10 15:58:10 main:581] : INFO : Epoch 1933 | loss: 0.0311957 | val_loss: 0.0312048 | Time: 3128.37 ms [2022-04-10 15:58:13 main:581] : INFO : Epoch 1934 | loss: 0.0311951 | val_loss: 0.0312057 | Time: 2983.75 ms [2022-04-10 15:58:16 main:581] : INFO : Epoch 1935 | loss: 0.0311961 | val_loss: 0.0312069 | Time: 3066.03 ms [2022-04-10 15:58:20 main:581] : INFO : Epoch 1936 | loss: 0.0311959 | val_loss: 0.0312054 | Time: 3200.12 ms [2022-04-10 15:58:23 main:581] : INFO : Epoch 1937 | loss: 0.0311956 | val_loss: 0.0312062 | Time: 3177.12 ms [2022-04-10 15:58:26 main:581] : INFO : Epoch 1938 | loss: 0.0311979 | val_loss: 0.0312068 | Time: 2744.15 ms [2022-04-10 15:58:29 main:581] : INFO : Epoch 1939 | loss: 0.0311974 | val_loss: 0.0312068 | Time: 3181.5 ms [2022-04-10 15:58:32 main:581] : INFO : Epoch 1940 | loss: 0.0311965 | val_loss: 0.0312065 | Time: 3081.95 ms [2022-04-10 15:58:35 main:581] : INFO : Epoch 1941 | loss: 0.0311965 | val_loss: 0.0312073 | Time: 3173.8 ms [2022-04-10 15:58:38 main:581] : INFO : Epoch 1942 | loss: 0.0311959 | val_loss: 0.0312058 | Time: 3110.03 ms [2022-04-10 15:58:41 main:581] : INFO : Epoch 1943 | loss: 0.0311955 | val_loss: 0.0312064 | Time: 3091.01 ms [2022-04-10 15:58:45 main:581] : INFO : Epoch 1944 | loss: 0.0311955 | val_loss: 0.0312064 | Time: 3267.16 ms [2022-04-10 15:58:48 main:581] : INFO : Epoch 1945 | loss: 0.0311966 | val_loss: 0.0312068 | Time: 3070.58 ms [2022-04-10 15:58:51 main:581] : INFO : Epoch 1946 | loss: 0.0311954 | val_loss: 0.0312067 | Time: 3198.6 ms [2022-04-10 15:58:54 main:581] : INFO : Epoch 1947 | loss: 0.0311954 | val_loss: 0.0312067 | Time: 2989.96 ms [2022-04-10 15:58:57 main:581] : INFO : Epoch 1948 | loss: 0.0311954 | val_loss: 0.0312066 | Time: 3106.46 ms [2022-04-10 15:59:00 main:581] : INFO : Epoch 1949 | loss: 0.0311948 | val_loss: 0.0312061 | Time: 3273.15 ms [2022-04-10 15:59:03 main:581] : INFO : Epoch 1950 | loss: 0.0311944 | val_loss: 0.0312057 | Time: 2973.95 ms [2022-04-10 15:59:06 main:581] : INFO : Epoch 1951 | loss: 0.0311946 | val_loss: 0.0312061 | Time: 3018.05 ms [2022-04-10 15:59:09 main:581] : INFO : Epoch 1952 | loss: 0.0311947 | val_loss: 0.0312076 | Time: 3114.5 ms [2022-04-10 15:59:12 main:581] : INFO : Epoch 1953 | loss: 0.0311959 | val_loss: 0.0312067 | Time: 3207.39 ms [2022-04-10 15:59:16 main:581] : INFO : Epoch 1954 | loss: 0.0311948 | val_loss: 0.0312063 | Time: 3171.49 ms [2022-04-10 15:59:19 main:581] : INFO : Epoch 1955 | loss: 0.0311943 | val_loss: 0.0312064 | Time: 3022.65 ms [2022-04-10 15:59:22 main:581] : INFO : Epoch 1956 | loss: 0.0311952 | val_loss: 0.0312061 | Time: 2969.7 ms [2022-04-10 15:59:25 main:581] : INFO : Epoch 1957 | loss: 0.0311957 | val_loss: 0.0312063 | Time: 3013.65 ms [2022-04-10 15:59:28 main:581] : INFO : Epoch 1958 | loss: 0.0311956 | val_loss: 0.0312065 | Time: 3261.13 ms [2022-04-10 15:59:31 main:581] : INFO : Epoch 1959 | loss: 0.0311958 | val_loss: 0.0312068 | Time: 3055.6 ms [2022-04-10 15:59:34 main:581] : INFO : Epoch 1960 | loss: 0.0311955 | val_loss: 0.0312055 | Time: 2891.36 ms [2022-04-10 15:59:37 main:581] : INFO : Epoch 1961 | loss: 0.0311953 | val_loss: 0.0312063 | Time: 3024.91 ms [2022-04-10 15:59:40 main:581] : INFO : Epoch 1962 | loss: 0.0311955 | val_loss: 0.0312052 | Time: 3166.97 ms [2022-04-10 15:59:43 main:581] : INFO : Epoch 1963 | loss: 0.0311949 | val_loss: 0.0312057 | Time: 3161.08 ms [2022-04-10 15:59:46 main:581] : INFO : Epoch 1964 | loss: 0.0311955 | val_loss: 0.031205 | Time: 3020.93 ms [2022-04-10 15:59:49 main:581] : INFO : Epoch 1965 | loss: 0.0311951 | val_loss: 0.0312049 | Time: 3061.85 ms [2022-04-10 15:59:52 main:581] : INFO : Epoch 1966 | loss: 0.0311946 | val_loss: 0.031205 | Time: 3113.66 ms [2022-04-10 15:59:55 main:581] : INFO : Epoch 1967 | loss: 0.0311942 | val_loss: 0.0312054 | Time: 3027.2 ms [2022-04-10 15:59:59 main:581] : INFO : Epoch 1968 | loss: 0.0311941 | val_loss: 0.0312063 | Time: 3291.87 ms [2022-04-10 16:00:02 main:581] : INFO : Epoch 1969 | loss: 0.0311951 | val_loss: 0.0312045 | Time: 2780.66 ms [2022-04-10 16:00:04 main:581] : INFO : Epoch 1970 | loss: 0.0311961 | val_loss: 0.0312095 | Time: 2864 ms [2022-04-10 16:00:08 main:581] : INFO : Epoch 1971 | loss: 0.0311958 | val_loss: 0.0312054 | Time: 3157.8 ms [2022-04-10 16:00:10 main:581] : INFO : Epoch 1972 | loss: 0.0311948 | val_loss: 0.0312065 | Time: 2784.59 ms [2022-04-10 16:00:13 main:581] : INFO : Epoch 1973 | loss: 0.0311961 | val_loss: 0.0312072 | Time: 2767.47 ms [2022-04-10 16:00:16 main:581] : INFO : Epoch 1974 | loss: 0.031195 | val_loss: 0.0312048 | Time: 2958.1 ms [2022-04-10 16:00:19 main:581] : INFO : Epoch 1975 | loss: 0.0311949 | val_loss: 0.0312071 | Time: 2992.3 ms [2022-04-10 16:00:22 main:581] : INFO : Epoch 1976 | loss: 0.0311947 | val_loss: 0.031205 | Time: 2839.42 ms [2022-04-10 16:00:25 main:581] : INFO : Epoch 1977 | loss: 0.0311938 | val_loss: 0.0312051 | Time: 2649.47 ms [2022-04-10 16:00:27 main:581] : INFO : Epoch 1978 | loss: 0.0311941 | val_loss: 0.0312053 | Time: 2837.61 ms [2022-04-10 16:00:30 main:581] : INFO : Epoch 1979 | loss: 0.0311934 | val_loss: 0.0312051 | Time: 2989.71 ms [2022-04-10 16:00:33 main:581] : INFO : Epoch 1980 | loss: 0.0311941 | val_loss: 0.0312047 | Time: 2826.15 ms [2022-04-10 16:00:36 main:581] : INFO : Epoch 1981 | loss: 0.0311939 | val_loss: 0.0312053 | Time: 2841.59 ms [2022-04-10 16:00:39 main:581] : INFO : Epoch 1982 | loss: 0.0311952 | val_loss: 0.0312047 | Time: 2740.41 ms [2022-04-10 16:00:42 main:581] : INFO : Epoch 1983 | loss: 0.0311943 | val_loss: 0.0312055 | Time: 3134.09 ms [2022-04-10 16:00:45 main:581] : INFO : Epoch 1984 | loss: 0.0311942 | val_loss: 0.0312032 | Time: 2726.32 ms [2022-04-10 16:00:47 main:581] : INFO : Epoch 1985 | loss: 0.0311937 | val_loss: 0.031204 | Time: 2858.26 ms [2022-04-10 16:00:50 main:581] : INFO : Epoch 1986 | loss: 0.0311942 | val_loss: 0.0312055 | Time: 2915.85 ms [2022-04-10 16:00:53 main:581] : INFO : Epoch 1987 | loss: 0.0311945 | val_loss: 0.031204 | Time: 2944.05 ms [2022-04-10 16:00:56 main:581] : INFO : Epoch 1988 | loss: 0.031194 | val_loss: 0.0312039 | Time: 2898.33 ms [2022-04-10 16:00:59 main:581] : INFO : Epoch 1989 | loss: 0.0311939 | val_loss: 0.0312055 | Time: 3004.65 ms [2022-04-10 16:01:02 main:581] : INFO : Epoch 1990 | loss: 0.031194 | val_loss: 0.0312031 | Time: 3150.12 ms [2022-04-10 16:01:05 main:581] : INFO : Epoch 1991 | loss: 0.0311933 | val_loss: 0.0312035 | Time: 3000.08 ms [2022-04-10 16:01:09 main:581] : INFO : Epoch 1992 | loss: 0.0311941 | val_loss: 0.0312042 | Time: 3229.74 ms [2022-04-10 16:01:12 main:581] : INFO : Epoch 1993 | loss: 0.0311934 | val_loss: 0.0312044 | Time: 2975.53 ms [2022-04-10 16:01:14 main:581] : INFO : Epoch 1994 | loss: 0.0311928 | val_loss: 0.0312045 | Time: 2769.92 ms [2022-04-10 16:01:17 main:581] : INFO : Epoch 1995 | loss: 0.0311931 | val_loss: 0.031205 | Time: 2766.36 ms [2022-04-10 16:01:20 main:581] : INFO : Epoch 1996 | loss: 0.0311928 | val_loss: 0.0312039 | Time: 3086.72 ms [2022-04-10 16:01:23 main:581] : INFO : Epoch 1997 | loss: 0.0311944 | val_loss: 0.0312072 | Time: 2787.03 ms [2022-04-10 16:01:26 main:581] : INFO : Epoch 1998 | loss: 0.0311939 | val_loss: 0.0312048 | Time: 3134.73 ms [2022-04-10 16:01:29 main:581] : INFO : Epoch 1999 | loss: 0.0311939 | val_loss: 0.031206 | Time: 3097.85 ms [2022-04-10 16:01:32 main:581] : INFO : Epoch 2000 | loss: 0.0311933 | val_loss: 0.0312034 | Time: 3112.11 ms [2022-04-10 16:01:36 main:581] : INFO : Epoch 2001 | loss: 0.0311932 | val_loss: 0.0312046 | Time: 3226.36 ms [2022-04-10 16:01:38 main:581] : INFO : Epoch 2002 | loss: 0.0311966 | val_loss: 0.0312082 | Time: 2862.31 ms [2022-04-10 16:01:41 main:581] : INFO : Epoch 2003 | loss: 0.0311989 | val_loss: 0.0312069 | Time: 2775.73 ms [2022-04-10 16:01:44 main:581] : INFO : Epoch 2004 | loss: 0.0311972 | val_loss: 0.031206 | Time: 2945.43 ms [2022-04-10 16:01:47 main:581] : INFO : Epoch 2005 | loss: 0.0311953 | val_loss: 0.0312039 | Time: 2665.24 ms [2022-04-10 16:01:50 main:581] : INFO : Epoch 2006 | loss: 0.031194 | val_loss: 0.0312032 | Time: 2662.13 ms [2022-04-10 16:01:52 main:581] : INFO : Epoch 2007 | loss: 0.0311943 | val_loss: 0.0312026 | Time: 2711.33 ms [2022-04-10 16:01:55 main:581] : INFO : Epoch 2008 | loss: 0.0311934 | val_loss: 0.0312052 | Time: 2541.58 ms [2022-04-10 16:01:57 main:581] : INFO : Epoch 2009 | loss: 0.0311935 | val_loss: 0.0312036 | Time: 2715.6 ms [2022-04-10 16:02:00 main:581] : INFO : Epoch 2010 | loss: 0.0311932 | val_loss: 0.0312033 | Time: 2769.8 ms [2022-04-10 16:02:03 main:581] : INFO : Epoch 2011 | loss: 0.0311937 | val_loss: 0.0312029 | Time: 2618.64 ms [2022-04-10 16:02:06 main:581] : INFO : Epoch 2012 | loss: 0.0311933 | val_loss: 0.0312023 | Time: 2912.4 ms [2022-04-10 16:02:09 main:581] : INFO : Epoch 2013 | loss: 0.0311929 | val_loss: 0.0312033 | Time: 3112.13 ms [2022-04-10 16:02:12 main:581] : INFO : Epoch 2014 | loss: 0.0311941 | val_loss: 0.0312039 | Time: 2953.38 ms [2022-04-10 16:02:15 main:581] : INFO : Epoch 2015 | loss: 0.0311935 | val_loss: 0.0312041 | Time: 3187.96 ms [2022-04-10 16:02:18 main:581] : INFO : Epoch 2016 | loss: 0.0311971 | val_loss: 0.0312092 | Time: 2900.96 ms [2022-04-10 16:02:21 main:581] : INFO : Epoch 2017 | loss: 0.0311985 | val_loss: 0.031206 | Time: 2595.49 ms [2022-04-10 16:02:23 main:581] : INFO : Epoch 2018 | loss: 0.0311954 | val_loss: 0.0312032 | Time: 2921.99 ms [2022-04-10 16:02:26 main:581] : INFO : Epoch 2019 | loss: 0.0311949 | val_loss: 0.0312076 | Time: 2794.48 ms [2022-04-10 16:02:29 main:581] : INFO : Epoch 2020 | loss: 0.0311941 | val_loss: 0.0312035 | Time: 3052.71 ms [2022-04-10 16:02:33 main:581] : INFO : Epoch 2021 | loss: 0.0311924 | val_loss: 0.0312028 | Time: 3306.82 ms [2022-04-10 16:02:36 main:581] : INFO : Epoch 2022 | loss: 0.0311931 | val_loss: 0.0312042 | Time: 3295.6 ms [2022-04-10 16:02:39 main:581] : INFO : Epoch 2023 | loss: 0.0311944 | val_loss: 0.0312032 | Time: 3139.81 ms [2022-04-10 16:02:42 main:581] : INFO : Epoch 2024 | loss: 0.0311931 | val_loss: 0.0312045 | Time: 3203.13 ms [2022-04-10 16:02:46 main:581] : INFO : Epoch 2025 | loss: 0.0311941 | val_loss: 0.0312057 | Time: 3308.35 ms [2022-04-10 16:02:49 main:581] : INFO : Epoch 2026 | loss: 0.0311933 | val_loss: 0.0312056 | Time: 3304 ms [2022-04-10 16:02:52 main:581] : INFO : Epoch 2027 | loss: 0.031193 | val_loss: 0.0312051 | Time: 3196.56 ms [2022-04-10 16:02:55 main:581] : INFO : Epoch 2028 | loss: 0.0311929 | val_loss: 0.0312067 | Time: 3336.84 ms [2022-04-10 16:02:58 main:581] : INFO : Epoch 2029 | loss: 0.0311979 | val_loss: 0.031206 | Time: 3037.79 ms [2022-04-10 16:03:02 main:581] : INFO : Epoch 2030 | loss: 0.0311962 | val_loss: 0.031204 | Time: 3295.8 ms [2022-04-10 16:03:05 main:581] : INFO : Epoch 2031 | loss: 0.031195 | val_loss: 0.031204 | Time: 3245.88 ms [2022-04-10 16:03:08 main:581] : INFO : Epoch 2032 | loss: 0.0311939 | val_loss: 0.0312029 | Time: 3193.81 ms [2022-04-10 16:03:11 main:581] : INFO : Epoch 2033 | loss: 0.0311938 | val_loss: 0.031204 | Time: 3130.99 ms [2022-04-10 16:03:14 main:581] : INFO : Epoch 2034 | loss: 0.0311932 | val_loss: 0.0312051 | Time: 3058.37 ms [2022-04-10 16:03:17 main:581] : INFO : Epoch 2035 | loss: 0.0311926 | val_loss: 0.0312051 | Time: 3119.73 ms [2022-04-10 16:03:21 main:581] : INFO : Epoch 2036 | loss: 0.0311929 | val_loss: 0.0312067 | Time: 3264.28 ms [2022-04-10 16:03:24 main:581] : INFO : Epoch 2037 | loss: 0.0311936 | val_loss: 0.0312056 | Time: 3229.16 ms [2022-04-10 16:03:27 main:581] : INFO : Epoch 2038 | loss: 0.0311927 | val_loss: 0.0312087 | Time: 3277.98 ms [2022-04-10 16:03:30 main:581] : INFO : Epoch 2039 | loss: 0.0311933 | val_loss: 0.0312063 | Time: 3111.52 ms [2022-04-10 16:03:34 main:581] : INFO : Epoch 2040 | loss: 0.0311926 | val_loss: 0.0312068 | Time: 3183.84 ms [2022-04-10 16:03:37 main:581] : INFO : Epoch 2041 | loss: 0.0311926 | val_loss: 0.0312053 | Time: 3381.95 ms [2022-04-10 16:03:40 main:581] : INFO : Epoch 2042 | loss: 0.0311921 | val_loss: 0.0312048 | Time: 3046.34 ms [2022-04-10 16:03:43 main:581] : INFO : Epoch 2043 | loss: 0.0311913 | val_loss: 0.0312046 | Time: 2924.7 ms [2022-04-10 16:03:46 main:581] : INFO : Epoch 2044 | loss: 0.0311914 | val_loss: 0.0312061 | Time: 2983.72 ms [2022-04-10 16:03:49 main:581] : INFO : Epoch 2045 | loss: 0.0311924 | val_loss: 0.0312049 | Time: 3285.75 ms [2022-04-10 16:03:53 main:581] : INFO : Epoch 2046 | loss: 0.0311921 | val_loss: 0.0312077 | Time: 3410.32 ms [2022-04-10 16:03:56 main:581] : INFO : Epoch 2047 | loss: 0.0311924 | val_loss: 0.0312053 | Time: 3297.35 ms [2022-04-10 16:03:59 main:581] : INFO : Epoch 2048 | loss: 0.0311916 | val_loss: 0.0312047 | Time: 3064.76 ms [2022-04-10 16:03:59 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312047 [2022-04-10 16:03:59 main:610] : INFO : Saving end state to config to file [2022-04-10 16:03:59 main:615] : INFO : Success, exiting.. 16:03:59 (28276): 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)