Task 12953775
| Name | ParityModified-1647040913-8713-0_0 |
| Workunit | 10086104 |
| Created | 11 Mar 2022, 23:21:55 UTC |
| Sent | 12 Mar 2022, 6:53:20 UTC |
| Report deadline | 20 Mar 2022, 6:53:20 UTC |
| Received | 12 Mar 2022, 11:59:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 37 min 59 sec |
| CPU time | 1 hours 35 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2 12:31:13 main:574] : INFO : Epoch 1542 | loss: 0.0309994 | val_loss: 0.0312987 | Time: 3309.04 ms [2022-03-12 12:31:16 main:574] : INFO : Epoch 1543 | loss: 0.0310003 | val_loss: 0.0313062 | Time: 3340.41 ms [2022-03-12 12:31:19 main:574] : INFO : Epoch 1544 | loss: 0.0310087 | val_loss: 0.0312699 | Time: 3293.2 ms [2022-03-12 12:31:23 main:574] : INFO : Epoch 1545 | loss: 0.0310036 | val_loss: 0.0313194 | Time: 3337.77 ms [2022-03-12 12:31:26 main:574] : INFO : Epoch 1546 | loss: 0.0310035 | val_loss: 0.0313056 | Time: 3231.2 ms [2022-03-12 12:31:29 main:574] : INFO : Epoch 1547 | loss: 0.031002 | val_loss: 0.0313096 | Time: 3321.34 ms [2022-03-12 12:31:32 main:574] : INFO : Epoch 1548 | loss: 0.0310059 | val_loss: 0.0312797 | Time: 3276.17 ms [2022-03-12 12:31:36 main:574] : INFO : Epoch 1549 | loss: 0.0310085 | val_loss: 0.0313087 | Time: 3278.78 ms [2022-03-12 12:31:39 main:574] : INFO : Epoch 1550 | loss: 0.0310059 | val_loss: 0.0313187 | Time: 3302.18 ms [2022-03-12 12:31:42 main:574] : INFO : Epoch 1551 | loss: 0.0310164 | val_loss: 0.0312679 | Time: 3285.21 ms [2022-03-12 12:31:46 main:574] : INFO : Epoch 1552 | loss: 0.0310154 | val_loss: 0.0312756 | Time: 3290.27 ms [2022-03-12 12:31:49 main:574] : INFO : Epoch 1553 | loss: 0.0310114 | val_loss: 0.0312991 | Time: 3293.5 ms [2022-03-12 12:31:52 main:574] : INFO : Epoch 1554 | loss: 0.0310052 | val_loss: 0.0312702 | Time: 3337.21 ms [2022-03-12 12:31:56 main:574] : INFO : Epoch 1555 | loss: 0.0310162 | val_loss: 0.0312828 | Time: 3305.75 ms [2022-03-12 12:31:59 main:574] : INFO : Epoch 1556 | loss: 0.0310291 | val_loss: 0.0312763 | Time: 3258.54 ms [2022-03-12 12:32:02 main:574] : INFO : Epoch 1557 | loss: 0.0310135 | val_loss: 0.0313174 | Time: 3287.87 ms [2022-03-12 12:32:05 main:574] : INFO : Epoch 1558 | loss: 0.0310103 | val_loss: 0.0312938 | Time: 3271.98 ms [2022-03-12 12:32:09 main:574] : INFO : Epoch 1559 | loss: 0.0310077 | val_loss: 0.0313117 | Time: 3283.43 ms [2022-03-12 12:32:12 main:574] : INFO : Epoch 1560 | loss: 0.031026 | val_loss: 0.0312696 | Time: 3301.57 ms [2022-03-12 12:32:15 main:574] : INFO : Epoch 1561 | loss: 0.0310313 | val_loss: 0.0312664 | Time: 3248.45 ms [2022-03-12 12:32:19 main:574] : INFO : Epoch 1562 | loss: 0.0310145 | val_loss: 0.0312771 | Time: 3300.78 ms [2022-03-12 12:32:22 main:574] : INFO : Epoch 1563 | loss: 0.0310233 | val_loss: 0.03129 | Time: 3340.41 ms [2022-03-12 12:32:25 main:574] : INFO : Epoch 1564 | loss: 0.0310152 | val_loss: 0.0312804 | Time: 3248.9 ms [2022-03-12 12:32:28 main:574] : INFO : Epoch 1565 | loss: 0.031007 | val_loss: 0.0313013 | Time: 3335.47 ms [2022-03-12 12:32:32 main:574] : INFO : Epoch 1566 | loss: 0.0310009 | val_loss: 0.0312831 | Time: 3282.06 ms [2022-03-12 12:32:35 main:574] : INFO : Epoch 1567 | loss: 0.0310089 | val_loss: 0.031298 | Time: 3252.37 ms [2022-03-12 12:32:38 main:574] : INFO : Epoch 1568 | loss: 0.0310012 | val_loss: 0.0313008 | Time: 3269.53 ms [2022-03-12 12:32:42 main:574] : INFO : Epoch 1569 | loss: 0.0310063 | val_loss: 0.0312824 | Time: 3291.22 ms [2022-03-12 12:32:45 main:574] : INFO : Epoch 1570 | loss: 0.0310043 | val_loss: 0.0312836 | Time: 3253.86 ms [2022-03-12 12:32:48 main:574] : INFO : Epoch 1571 | loss: 0.0310135 | val_loss: 0.0312908 | Time: 3284.73 ms [2022-03-12 12:32:51 main:574] : INFO : Epoch 1572 | loss: 0.0310096 | val_loss: 0.0313058 | Time: 3281.25 ms [2022-03-12 12:32:55 main:574] : INFO : Epoch 1573 | loss: 0.0310106 | val_loss: 0.0313376 | Time: 3291.7 ms [2022-03-12 12:32:58 main:574] : INFO : Epoch 1574 | loss: 0.0310067 | val_loss: 0.0312929 | Time: 3341.28 ms [2022-03-12 12:33:01 main:574] : INFO : Epoch 1575 | loss: 0.031011 | val_loss: 0.0312823 | Time: 3291.5 ms [2022-03-12 12:33:05 main:574] : INFO : Epoch 1576 | loss: 0.0310131 | val_loss: 0.0313148 | Time: 3255.49 ms [2022-03-12 12:33:08 main:574] : INFO : Epoch 1577 | loss: 0.0310038 | val_loss: 0.0312936 | Time: 3354.23 ms [2022-03-12 12:33:11 main:574] : INFO : Epoch 1578 | loss: 0.03101 | val_loss: 0.0313084 | Time: 3270.74 ms [2022-03-12 12:33:15 main:574] : INFO : Epoch 1579 | loss: 0.0310152 | val_loss: 0.0312996 | Time: 3296.22 ms [2022-03-12 12:33:18 main:574] : INFO : Epoch 1580 | loss: 0.0310187 | val_loss: 0.0313004 | Time: 3310.02 ms [2022-03-12 12:33:21 main:574] : INFO : Epoch 1581 | loss: 0.0310094 | val_loss: 0.0312972 | Time: 3319.29 ms [2022-03-12 12:33:24 main:574] : INFO : Epoch 1582 | loss: 0.031012 | val_loss: 0.0313182 | Time: 3298.54 ms [2022-03-12 12:33:28 main:574] : INFO : Epoch 1583 | loss: 0.0310086 | val_loss: 0.0313341 | Time: 3265.9 ms [2022-03-12 12:33:31 main:574] : INFO : Epoch 1584 | loss: 0.0310042 | val_loss: 0.0312915 | Time: 3250.7 ms [2022-03-12 12:33:34 main:574] : INFO : Epoch 1585 | loss: 0.0310185 | val_loss: 0.0312581 | Time: 3314.66 ms [2022-03-12 12:33:38 main:574] : INFO : Epoch 1586 | loss: 0.0310181 | val_loss: 0.0312803 | Time: 3276.71 ms [2022-03-12 12:33:41 main:574] : INFO : Epoch 1587 | loss: 0.0310054 | val_loss: 0.031277 | Time: 3261.88 ms [2022-03-12 12:33:44 main:574] : INFO : Epoch 1588 | loss: 0.0310129 | val_loss: 0.0312918 | Time: 3266.19 ms [2022-03-12 12:33:47 main:574] : INFO : Epoch 1589 | loss: 0.0310107 | val_loss: 0.0313005 | Time: 3250.45 ms [2022-03-12 12:33:51 main:574] : INFO : Epoch 1590 | loss: 0.0310031 | val_loss: 0.0313001 | Time: 3262.4 ms [2022-03-12 12:33:54 main:574] : INFO : Epoch 1591 | loss: 0.0310039 | val_loss: 0.0313109 | Time: 3291.05 ms [2022-03-12 12:33:57 main:574] : INFO : Epoch 1592 | loss: 0.0310039 | val_loss: 0.031299 | Time: 3269.25 ms [2022-03-12 12:34:00 main:574] : INFO : Epoch 1593 | loss: 0.030998 | val_loss: 0.0313138 | Time: 3296.14 ms [2022-03-12 12:34:04 main:574] : INFO : Epoch 1594 | loss: 0.030997 | val_loss: 0.0313088 | Time: 3297.4 ms [2022-03-12 12:34:07 main:574] : INFO : Epoch 1595 | loss: 0.0310068 | val_loss: 0.0312866 | Time: 3327.06 ms [2022-03-12 12:34:10 main:574] : INFO : Epoch 1596 | loss: 0.0310015 | val_loss: 0.0312835 | Time: 3273.48 ms [2022-03-12 12:34:14 main:574] : INFO : Epoch 1597 | loss: 0.0310065 | val_loss: 0.031297 | Time: 3293.64 ms [2022-03-12 12:34:17 main:574] : INFO : Epoch 1598 | loss: 0.0310117 | val_loss: 0.0313149 | Time: 3311.31 ms [2022-03-12 12:34:20 main:574] : INFO : Epoch 1599 | loss: 0.0310082 | val_loss: 0.0313134 | Time: 3288.74 ms [2022-03-12 12:34:24 main:574] : INFO : Epoch 1600 | loss: 0.031007 | val_loss: 0.0312965 | Time: 3274.57 ms [2022-03-12 12:34:27 main:574] : INFO : Epoch 1601 | loss: 0.0310109 | val_loss: 0.0312763 | Time: 3260.99 ms [2022-03-12 12:34:30 main:574] : INFO : Epoch 1602 | loss: 0.0310095 | val_loss: 0.0312874 | Time: 3310.07 ms [2022-03-12 12:34:33 main:574] : INFO : Epoch 1603 | loss: 0.0310094 | val_loss: 0.0313158 | Time: 3316.28 ms [2022-03-12 12:34:37 main:574] : INFO : Epoch 1604 | loss: 0.0310044 | val_loss: 0.0313031 | Time: 3299.61 ms [2022-03-12 12:34:40 main:574] : INFO : Epoch 1605 | loss: 0.0310116 | val_loss: 0.0313004 | Time: 3300.24 ms [2022-03-12 12:34:43 main:574] : INFO : Epoch 1606 | loss: 0.0310055 | val_loss: 0.0312761 | Time: 3284.7 ms [2022-03-12 12:34:47 main:574] : INFO : Epoch 1607 | loss: 0.0310159 | val_loss: 0.0313004 | Time: 3253.25 ms [2022-03-12 12:34:50 main:574] : INFO : Epoch 1608 | loss: 0.0310131 | val_loss: 0.0312985 | Time: 3295.74 ms [2022-03-12 12:34:53 main:574] : INFO : Epoch 1609 | loss: 0.0310093 | val_loss: 0.0313045 | Time: 3267.89 ms [2022-03-12 12:34:57 main:574] : INFO : Epoch 1610 | loss: 0.0310177 | val_loss: 0.0312993 | Time: 3326.97 ms [2022-03-12 12:35:00 main:574] : INFO : Epoch 1611 | loss: 0.0310253 | val_loss: 0.0312445 | Time: 3303.85 ms [2022-03-12 12:35:03 main:574] : INFO : Epoch 1612 | loss: 0.0310167 | val_loss: 0.0312656 | Time: 3280.12 ms [2022-03-12 12:35:06 main:574] : INFO : Epoch 1613 | loss: 0.0310071 | val_loss: 0.0312793 | Time: 3284.72 ms [2022-03-12 12:35:10 main:574] : INFO : Epoch 1614 | loss: 0.0310077 | val_loss: 0.0312926 | Time: 3249.7 ms [2022-03-12 12:35:13 main:574] : INFO : Epoch 1615 | loss: 0.0310044 | val_loss: 0.0312947 | Time: 3318.62 ms [2022-03-12 12:35:16 main:574] : INFO : Epoch 1616 | loss: 0.031004 | val_loss: 0.031306 | Time: 3345.2 ms [2022-03-12 12:35:20 main:574] : INFO : Epoch 1617 | loss: 0.0310036 | val_loss: 0.0312895 | Time: 3307.16 ms [2022-03-12 12:35:23 main:574] : INFO : Epoch 1618 | loss: 0.0310222 | val_loss: 0.0312782 | Time: 3314.23 ms [2022-03-12 12:35:26 main:574] : INFO : Epoch 1619 | loss: 0.0310253 | val_loss: 0.0313319 | Time: 3306.48 ms [2022-03-12 12:35:30 main:574] : INFO : Epoch 1620 | loss: 0.0310035 | val_loss: 0.0312727 | Time: 3352.68 ms [2022-03-12 12:35:33 main:574] : INFO : Epoch 1621 | loss: 0.0310074 | val_loss: 0.0312845 | Time: 3269.5 ms [2022-03-12 12:35:36 main:574] : INFO : Epoch 1622 | loss: 0.0310052 | val_loss: 0.0312788 | Time: 3317.42 ms [2022-03-12 12:35:40 main:574] : INFO : Epoch 1623 | loss: 0.0310181 | val_loss: 0.0312718 | Time: 3263.93 ms [2022-03-12 12:35:43 main:574] : INFO : Epoch 1624 | loss: 0.031015 | val_loss: 0.031283 | Time: 3330.88 ms [2022-03-12 12:35:46 main:574] : INFO : Epoch 1625 | loss: 0.0310051 | val_loss: 0.0312853 | Time: 3268.7 ms [2022-03-12 12:35:49 main:574] : INFO : Epoch 1626 | loss: 0.0310053 | val_loss: 0.0312833 | Time: 3271.34 ms [2022-03-12 12:35:53 main:574] : INFO : Epoch 1627 | loss: 0.0310097 | val_loss: 0.0312764 | Time: 3295.35 ms [2022-03-12 12:35:56 main:574] : INFO : Epoch 1628 | loss: 0.031014 | val_loss: 0.0312737 | Time: 3311.71 ms [2022-03-12 12:35:59 main:574] : INFO : Epoch 1629 | loss: 0.0310078 | val_loss: 0.0312835 | Time: 3287.23 ms [2022-03-12 12:36:03 main:574] : INFO : Epoch 1630 | loss: 0.0310159 | val_loss: 0.0312909 | Time: 3274.22 ms [2022-03-12 12:36:06 main:574] : INFO : Epoch 1631 | loss: 0.0310103 | val_loss: 0.031347 | Time: 3266.9 ms [2022-03-12 12:36:09 main:574] : INFO : Epoch 1632 | loss: 0.0310039 | val_loss: 0.0313243 | Time: 3297.57 ms [2022-03-12 12:36:12 main:574] : INFO : Epoch 1633 | loss: 0.0310095 | val_loss: 0.0313096 | Time: 3300.44 ms [2022-03-12 12:36:16 main:574] : INFO : Epoch 1634 | loss: 0.0310086 | val_loss: 0.0312988 | Time: 3288.2 ms [2022-03-12 12:36:19 main:574] : INFO : Epoch 1635 | loss: 0.0310036 | val_loss: 0.031311 | Time: 3260.1 ms [2022-03-12 12:36:22 main:574] : INFO : Epoch 1636 | loss: 0.0310043 | val_loss: 0.0313142 | Time: 3247.98 ms [2022-03-12 12:36:26 main:574] : INFO : Epoch 1637 | loss: 0.0310055 | val_loss: 0.0312882 | Time: 3280.05 ms [2022-03-12 12:36:29 main:574] : INFO : Epoch 1638 | loss: 0.0310052 | val_loss: 0.0312846 | Time: 3297.72 ms [2022-03-12 12:36:32 main:574] : INFO : Epoch 1639 | loss: 0.031007 | val_loss: 0.0313061 | Time: 3264.83 ms [2022-03-12 12:36:35 main:574] : INFO : Epoch 1640 | loss: 0.0310062 | val_loss: 0.0313098 | Time: 3331.55 ms [2022-03-12 12:36:39 main:574] : INFO : Epoch 1641 | loss: 0.0310155 | val_loss: 0.0312876 | Time: 3260.77 ms [2022-03-12 12:36:42 main:574] : INFO : Epoch 1642 | loss: 0.0310232 | val_loss: 0.0312603 | Time: 3285.78 ms [2022-03-12 12:36:45 main:574] : INFO : Epoch 1643 | loss: 0.0310147 | val_loss: 0.0312565 | Time: 3304.88 ms [2022-03-12 12:36:49 main:574] : INFO : Epoch 1644 | loss: 0.0310036 | val_loss: 0.0312674 | Time: 3296.9 ms [2022-03-12 12:36:52 main:574] : INFO : Epoch 1645 | loss: 0.0310079 | val_loss: 0.0312728 | Time: 3300.85 ms [2022-03-12 12:36:55 main:574] : INFO : Epoch 1646 | loss: 0.0310009 | val_loss: 0.03131 | Time: 3315.94 ms [2022-03-12 12:36:58 main:574] : INFO : Epoch 1647 | loss: 0.03101 | val_loss: 0.0312913 | Time: 3275.14 ms [2022-03-12 12:37:02 main:574] : INFO : Epoch 1648 | loss: 0.0310046 | val_loss: 0.0313047 | Time: 3300.62 ms [2022-03-12 12:37:05 main:574] : INFO : Epoch 1649 | loss: 0.0310149 | val_loss: 0.031265 | Time: 3264.95 ms [2022-03-12 12:37:08 main:574] : INFO : Epoch 1650 | loss: 0.0310097 | val_loss: 0.0313003 | Time: 3261.47 ms [2022-03-12 12:37:12 main:574] : INFO : Epoch 1651 | loss: 0.031009 | val_loss: 0.0312941 | Time: 3274.02 ms [2022-03-12 12:37:15 main:574] : INFO : Epoch 1652 | loss: 0.0310016 | val_loss: 0.0312965 | Time: 3325.63 ms [2022-03-12 12:37:18 main:574] : INFO : Epoch 1653 | loss: 0.0310047 | val_loss: 0.0312837 | Time: 3308.42 ms [2022-03-12 12:37:22 main:574] : INFO : Epoch 1654 | loss: 0.0310133 | val_loss: 0.0312784 | Time: 3296 ms [2022-03-12 12:37:25 main:574] : INFO : Epoch 1655 | loss: 0.0310117 | val_loss: 0.0312725 | Time: 3271.4 ms [2022-03-12 12:37:28 main:574] : INFO : Epoch 1656 | loss: 0.0310164 | val_loss: 0.0312666 | Time: 3330.84 ms [2022-03-12 12:37:32 main:574] : INFO : Epoch 1657 | loss: 0.0310186 | val_loss: 0.0312761 | Time: 3343.51 ms [2022-03-12 12:37:35 main:574] : INFO : Epoch 1658 | loss: 0.0310088 | val_loss: 0.0313187 | Time: 3271.82 ms [2022-03-12 12:37:38 main:574] : INFO : Epoch 1659 | loss: 0.0310001 | val_loss: 0.0313016 | Time: 3283.77 ms [2022-03-12 12:37:41 main:574] : INFO : Epoch 1660 | loss: 0.0310129 | val_loss: 0.0313123 | Time: 3248.16 ms [2022-03-12 12:37:45 main:574] : INFO : Epoch 1661 | loss: 0.0310173 | val_loss: 0.031269 | Time: 3303.1 ms [2022-03-12 12:37:48 main:574] : INFO : Epoch 1662 | loss: 0.0310155 | val_loss: 0.0313177 | Time: 3278.39 ms [2022-03-12 12:37:51 main:574] : INFO : Epoch 1663 | loss: 0.0310118 | val_loss: 0.0313068 | Time: 3300.38 ms [2022-03-12 12:37:55 main:574] : INFO : Epoch 1664 | loss: 0.0310438 | val_loss: 0.0312564 | Time: 3289.82 ms [2022-03-12 12:37:58 main:574] : INFO : Epoch 1665 | loss: 0.0310417 | val_loss: 0.0312985 | Time: 3278.75 ms [2022-03-12 12:38:01 main:574] : INFO : Epoch 1666 | loss: 0.031041 | val_loss: 0.0312573 | Time: 3306.1 ms [2022-03-12 12:38:04 main:574] : INFO : Epoch 1667 | loss: 0.0310163 | val_loss: 0.0313125 | Time: 3269.77 ms [2022-03-12 12:38:08 main:574] : INFO : Epoch 1668 | loss: 0.0310045 | val_loss: 0.0313228 | Time: 3323.33 ms [2022-03-12 12:38:11 main:574] : INFO : Epoch 1669 | loss: 0.0309978 | val_loss: 0.0313029 | Time: 3300.8 ms [2022-03-12 12:38:14 main:574] : INFO : Epoch 1670 | loss: 0.0309967 | val_loss: 0.031301 | Time: 3316.13 ms [2022-03-12 12:38:18 main:574] : INFO : Epoch 1671 | loss: 0.0310023 | val_loss: 0.031258 | Time: 3268.14 ms [2022-03-12 12:38:21 main:574] : INFO : Epoch 1672 | loss: 0.0310031 | val_loss: 0.0312818 | Time: 3265.45 ms [2022-03-12 12:38:24 main:574] : INFO : Epoch 1673 | loss: 0.031007 | val_loss: 0.0312822 | Time: 3394.26 ms [2022-03-12 12:38:28 main:574] : INFO : Epoch 1674 | loss: 0.0310064 | val_loss: 0.0312954 | Time: 3281.23 ms [2022-03-12 12:38:31 main:574] : INFO : Epoch 1675 | loss: 0.0310326 | val_loss: 0.0312198 | Time: 3341.63 ms [2022-03-12 12:38:34 main:574] : INFO : Epoch 1676 | loss: 0.0311156 | val_loss: 0.0312075 | Time: 3288.26 ms [2022-03-12 12:38:37 main:574] : INFO : Epoch 1677 | loss: 0.0311005 | val_loss: 0.0312247 | Time: 3266.92 ms [2022-03-12 12:38:41 main:574] : INFO : Epoch 1678 | loss: 0.0310711 | val_loss: 0.031242 | Time: 3265.59 ms [2022-03-12 12:38:44 main:574] : INFO : Epoch 1679 | loss: 0.031044 | val_loss: 0.0312773 | Time: 3309.94 ms [2022-03-12 12:38:47 main:574] : INFO : Epoch 1680 | loss: 0.0310243 | val_loss: 0.0312931 | Time: 3288.99 ms [2022-03-12 12:38:51 main:574] : INFO : Epoch 1681 | loss: 0.0310169 | val_loss: 0.0312674 | Time: 3247.42 ms [2022-03-12 12:38:54 main:574] : INFO : Epoch 1682 | loss: 0.0310131 | val_loss: 0.0312911 | Time: 3303.35 ms [2022-03-12 12:38:57 main:574] : INFO : Epoch 1683 | loss: 0.0310097 | val_loss: 0.0312882 | Time: 3282.82 ms [2022-03-12 12:39:00 main:574] : INFO : Epoch 1684 | loss: 0.0309999 | val_loss: 0.0312956 | Time: 3285.75 ms [2022-03-12 12:39:04 main:574] : INFO : Epoch 1685 | loss: 0.0310005 | val_loss: 0.0312935 | Time: 3313.89 ms [2022-03-12 12:39:07 main:574] : INFO : Epoch 1686 | loss: 0.0310016 | val_loss: 0.0312769 | Time: 3288.95 ms [2022-03-12 12:39:10 main:574] : INFO : Epoch 1687 | loss: 0.0310117 | val_loss: 0.0313083 | Time: 3206.66 ms [2022-03-12 12:39:14 main:574] : INFO : Epoch 1688 | loss: 0.0310204 | val_loss: 0.0312916 | Time: 3288.66 ms [2022-03-12 12:39:17 main:574] : INFO : Epoch 1689 | loss: 0.031013 | val_loss: 0.0312959 | Time: 3301.82 ms [2022-03-12 12:39:20 main:574] : INFO : Epoch 1690 | loss: 0.0310151 | val_loss: 0.0312713 | Time: 3296.6 ms [2022-03-12 12:39:23 main:574] : INFO : Epoch 1691 | loss: 0.0310197 | val_loss: 0.0312924 | Time: 3320.57 ms [2022-03-12 12:39:27 main:574] : INFO : Epoch 1692 | loss: 0.0310107 | val_loss: 0.0312721 | Time: 3224.88 ms [2022-03-12 12:39:30 main:574] : INFO : Epoch 1693 | loss: 0.0310004 | val_loss: 0.0312657 | Time: 3300.88 ms [2022-03-12 12:39:33 main:574] : INFO : Epoch 1694 | loss: 0.0309978 | val_loss: 0.0312866 | Time: 3304.57 ms [2022-03-12 12:39:37 main:574] : INFO : Epoch 1695 | loss: 0.0310058 | val_loss: 0.0313026 | Time: 3331.59 ms [2022-03-12 12:39:40 main:574] : INFO : Epoch 1696 | loss: 0.0310026 | val_loss: 0.0312947 | Time: 3310.61 ms [2022-03-12 12:39:43 main:574] : INFO : Epoch 1697 | loss: 0.0310035 | val_loss: 0.031296 | Time: 3306.1 ms [2022-03-12 12:39:47 main:574] : INFO : Epoch 1698 | loss: 0.0310112 | val_loss: 0.0312864 | Time: 3339.02 ms [2022-03-12 12:39:50 main:574] : INFO : Epoch 1699 | loss: 0.031027 | val_loss: 0.0312704 | Time: 3286.99 ms [2022-03-12 12:39:53 main:574] : INFO : Epoch 1700 | loss: 0.0310175 | val_loss: 0.0312884 | Time: 3325.5 ms [2022-03-12 12:39:57 main:574] : INFO : Epoch 1701 | loss: 0.0310068 | val_loss: 0.0313115 | Time: 3313.61 ms [2022-03-12 12:40:00 main:574] : INFO : Epoch 1702 | loss: 0.0309981 | val_loss: 0.0312936 | Time: 3332.78 ms [2022-03-12 12:40:03 main:574] : INFO : Epoch 1703 | loss: 0.0309993 | val_loss: 0.0313095 | Time: 3317.37 ms [2022-03-12 12:40:06 main:574] : INFO : Epoch 1704 | loss: 0.0310021 | val_loss: 0.0312972 | Time: 3257.79 ms [2022-03-12 12:40:10 main:574] : INFO : Epoch 1705 | loss: 0.0310018 | val_loss: 0.0313077 | Time: 3254.66 ms [2022-03-12 12:40:13 main:574] : INFO : Epoch 1706 | loss: 0.031002 | val_loss: 0.0313017 | Time: 3267.01 ms [2022-03-12 12:40:16 main:574] : INFO : Epoch 1707 | loss: 0.0310061 | val_loss: 0.0313041 | Time: 3311.23 ms [2022-03-12 12:40:20 main:574] : INFO : Epoch 1708 | loss: 0.0310052 | val_loss: 0.0313229 | Time: 3226 ms [2022-03-12 12:40:23 main:574] : INFO : Epoch 1709 | loss: 0.0310114 | val_loss: 0.0312928 | Time: 3269.29 ms [2022-03-12 12:40:26 main:574] : INFO : Epoch 1710 | loss: 0.0310081 | val_loss: 0.0313077 | Time: 3245.6 ms [2022-03-12 12:40:29 main:574] : INFO : Epoch 1711 | loss: 0.0310123 | val_loss: 0.0312843 | Time: 3292.04 ms [2022-03-12 12:40:33 main:574] : INFO : Epoch 1712 | loss: 0.0310025 | val_loss: 0.0312676 | Time: 3307.46 ms [2022-03-12 12:40:36 main:574] : INFO : Epoch 1713 | loss: 0.031004 | val_loss: 0.0312796 | Time: 3259.31 ms [2022-03-12 12:40:39 main:574] : INFO : Epoch 1714 | loss: 0.0310088 | val_loss: 0.0312849 | Time: 3306.34 ms [2022-03-12 12:40:43 main:574] : INFO : Epoch 1715 | loss: 0.0310232 | val_loss: 0.0312867 | Time: 3298.6 ms [2022-03-12 12:40:46 main:574] : INFO : Epoch 1716 | loss: 0.0310198 | val_loss: 0.0312627 | Time: 3319.12 ms [2022-03-12 12:40:49 main:574] : INFO : Epoch 1717 | loss: 0.0310136 | val_loss: 0.0312705 | Time: 3303.06 ms [2022-03-12 12:40:53 main:574] : INFO : Epoch 1718 | loss: 0.0310028 | val_loss: 0.0313 | Time: 3312.18 ms [2022-03-12 12:40:56 main:574] : INFO : Epoch 1719 | loss: 0.0310005 | val_loss: 0.0313036 | Time: 3247.91 ms [2022-03-12 12:40:59 main:574] : INFO : Epoch 1720 | loss: 0.0310065 | val_loss: 0.0312865 | Time: 3303.54 ms [2022-03-12 12:41:02 main:574] : INFO : Epoch 1721 | loss: 0.0310113 | val_loss: 0.0313081 | Time: 3293.36 ms [2022-03-12 12:41:06 main:574] : INFO : Epoch 1722 | loss: 0.0310055 | val_loss: 0.0312847 | Time: 3287.77 ms [2022-03-12 12:41:09 main:574] : INFO : Epoch 1723 | loss: 0.0310072 | val_loss: 0.0312815 | Time: 3301.24 ms [2022-03-12 12:41:12 main:574] : INFO : Epoch 1724 | loss: 0.0310127 | val_loss: 0.0313152 | Time: 3252.49 ms [2022-03-12 12:41:15 main:574] : INFO : Epoch 1725 | loss: 0.0310025 | val_loss: 0.0313 | Time: 3260.42 ms [2022-03-12 12:41:19 main:574] : INFO : Epoch 1726 | loss: 0.0310084 | val_loss: 0.0312861 | Time: 3300.52 ms [2022-03-12 12:41:22 main:574] : INFO : Epoch 1727 | loss: 0.0310122 | val_loss: 0.0313197 | Time: 3234.38 ms [2022-03-12 12:41:25 main:574] : INFO : Epoch 1728 | loss: 0.0310116 | val_loss: 0.031275 | Time: 3329.92 ms [2022-03-12 12:41:29 main:574] : INFO : Epoch 1729 | loss: 0.0310074 | val_loss: 0.0312939 | Time: 3328.03 ms [2022-03-12 12:41:32 main:574] : INFO : Epoch 1730 | loss: 0.0310194 | val_loss: 0.0313068 | Time: 3256.37 ms [2022-03-12 12:41:35 main:574] : INFO : Epoch 1731 | loss: 0.0310095 | val_loss: 0.0312613 | Time: 3350.1 ms [2022-03-12 12:41:39 main:574] : INFO : Epoch 1732 | loss: 0.0310112 | val_loss: 0.0313208 | Time: 3331.68 ms [2022-03-12 12:41:42 main:574] : INFO : Epoch 1733 | loss: 0.0310031 | val_loss: 0.0313151 | Time: 3298.36 ms [2022-03-12 12:41:45 main:574] : INFO : Epoch 1734 | loss: 0.0310027 | val_loss: 0.031288 | Time: 3301.93 ms [2022-03-12 12:41:49 main:574] : INFO : Epoch 1735 | loss: 0.0310051 | val_loss: 0.0313133 | Time: 3275.65 ms [2022-03-12 12:41:52 main:574] : INFO : Epoch 1736 | loss: 0.0310068 | val_loss: 0.031292 | Time: 3283.34 ms [2022-03-12 12:41:55 main:574] : INFO : Epoch 1737 | loss: 0.0310146 | val_loss: 0.0312672 | Time: 3282.56 ms [2022-03-12 12:41:58 main:574] : INFO : Epoch 1738 | loss: 0.0310147 | val_loss: 0.0313003 | Time: 3288.84 ms [2022-03-12 12:42:02 main:574] : INFO : Epoch 1739 | loss: 0.0310036 | val_loss: 0.0312972 | Time: 3322.46 ms [2022-03-12 12:42:05 main:574] : INFO : Epoch 1740 | loss: 0.0310029 | val_loss: 0.0313295 | Time: 3259.22 ms [2022-03-12 12:42:08 main:574] : INFO : Epoch 1741 | loss: 0.0310111 | val_loss: 0.0313385 | Time: 3266.04 ms [2022-03-12 12:42:12 main:574] : INFO : Epoch 1742 | loss: 0.0310107 | val_loss: 0.0312886 | Time: 3258.93 ms [2022-03-12 12:42:15 main:574] : INFO : Epoch 1743 | loss: 0.0310089 | val_loss: 0.0312901 | Time: 3302.65 ms [2022-03-12 12:42:18 main:574] : INFO : Epoch 1744 | loss: 0.0310266 | val_loss: 0.0312693 | Time: 3275.22 ms [2022-03-12 12:42:21 main:574] : INFO : Epoch 1745 | loss: 0.0310204 | val_loss: 0.031286 | Time: 3330.41 ms [2022-03-12 12:42:25 main:574] : INFO : Epoch 1746 | loss: 0.0310116 | val_loss: 0.0312838 | Time: 3228.72 ms [2022-03-12 12:42:28 main:574] : INFO : Epoch 1747 | loss: 0.0310113 | val_loss: 0.0312906 | Time: 3334.66 ms [2022-03-12 12:42:31 main:574] : INFO : Epoch 1748 | loss: 0.0310037 | val_loss: 0.0312908 | Time: 3307.92 ms [2022-03-12 12:42:35 main:574] : INFO : Epoch 1749 | loss: 0.0310114 | val_loss: 0.0312946 | Time: 3251.89 ms [2022-03-12 12:42:38 main:574] : INFO : Epoch 1750 | loss: 0.0310147 | val_loss: 0.0313246 | Time: 3393.24 ms [2022-03-12 12:42:41 main:574] : INFO : Epoch 1751 | loss: 0.0310053 | val_loss: 0.031324 | Time: 3330.77 ms [2022-03-12 12:42:45 main:574] : INFO : Epoch 1752 | loss: 0.0310034 | val_loss: 0.0312921 | Time: 3306.66 ms [2022-03-12 12:42:48 main:574] : INFO : Epoch 1753 | loss: 0.0310049 | val_loss: 0.0313325 | Time: 3314.96 ms [2022-03-12 12:42:51 main:574] : INFO : Epoch 1754 | loss: 0.0310088 | val_loss: 0.0312812 | Time: 3338.95 ms [2022-03-12 12:42:55 main:574] : INFO : Epoch 1755 | loss: 0.031012 | val_loss: 0.0313031 | Time: 3275.45 ms [2022-03-12 12:42:58 main:574] : INFO : Epoch 1756 | loss: 0.0310053 | val_loss: 0.0313086 | Time: 3289.75 ms [2022-03-12 12:43:01 main:574] : INFO : Epoch 1757 | loss: 0.0309995 | val_loss: 0.0312854 | Time: 3262.01 ms [2022-03-12 12:43:04 main:574] : INFO : Epoch 1758 | loss: 0.0310216 | val_loss: 0.0312646 | Time: 3300.28 ms [2022-03-12 12:43:08 main:574] : INFO : Epoch 1759 | loss: 0.0310293 | val_loss: 0.0313234 | Time: 3274.58 ms [2022-03-12 12:43:11 main:574] : INFO : Epoch 1760 | loss: 0.0310171 | val_loss: 0.0313083 | Time: 3270.3 ms [2022-03-12 12:43:14 main:574] : INFO : Epoch 1761 | loss: 0.0310107 | val_loss: 0.03132 | Time: 3270.09 ms [2022-03-12 12:43:18 main:574] : INFO : Epoch 1762 | loss: 0.0310022 | val_loss: 0.0312854 | Time: 3289.34 ms [2022-03-12 12:43:21 main:574] : INFO : Epoch 1763 | loss: 0.0310057 | val_loss: 0.0312939 | Time: 3273.23 ms [2022-03-12 12:43:24 main:574] : INFO : Epoch 1764 | loss: 0.0310074 | val_loss: 0.0313042 | Time: 3290.8 ms [2022-03-12 12:43:27 main:574] : INFO : Epoch 1765 | loss: 0.0310037 | val_loss: 0.0313006 | Time: 3291.78 ms [2022-03-12 12:43:31 main:574] : INFO : Epoch 1766 | loss: 0.0310055 | val_loss: 0.0313046 | Time: 3322.42 ms [2022-03-12 12:43:34 main:574] : INFO : Epoch 1767 | loss: 0.0310098 | val_loss: 0.0313301 | Time: 3276.04 ms [2022-03-12 12:43:37 main:574] : INFO : Epoch 1768 | loss: 0.0310133 | val_loss: 0.0312732 | Time: 3247.14 ms [2022-03-12 12:43:41 main:574] : INFO : Epoch 1769 | loss: 0.031006 | val_loss: 0.0312857 | Time: 3313.41 ms [2022-03-12 12:43:44 main:574] : INFO : Epoch 1770 | loss: 0.0310084 | val_loss: 0.0312894 | Time: 3287.87 ms [2022-03-12 12:43:47 main:574] : INFO : Epoch 1771 | loss: 0.0310136 | val_loss: 0.0312721 | Time: 3374 ms [2022-03-12 12:43:51 main:574] : INFO : Epoch 1772 | loss: 0.0310136 | val_loss: 0.0313223 | Time: 3258.64 ms [2022-03-12 12:43:54 main:574] : INFO : Epoch 1773 | loss: 0.0310027 | val_loss: 0.031317 | Time: 3270.73 ms [2022-03-12 12:43:57 main:574] : INFO : Epoch 1774 | loss: 0.0310004 | val_loss: 0.0312941 | Time: 3300.03 ms [2022-03-12 12:44:00 main:574] : INFO : Epoch 1775 | loss: 0.0309961 | val_loss: 0.0313085 | Time: 3306.75 ms [2022-03-12 12:44:04 main:574] : INFO : Epoch 1776 | loss: 0.0310066 | val_loss: 0.0312934 | Time: 3285.65 ms [2022-03-12 12:44:07 main:574] : INFO : Epoch 1777 | loss: 0.0310267 | val_loss: 0.0312679 | Time: 3282.09 ms [2022-03-12 12:44:10 main:574] : INFO : Epoch 1778 | loss: 0.0310222 | val_loss: 0.031266 | Time: 3326.59 ms [2022-03-12 12:44:14 main:574] : INFO : Epoch 1779 | loss: 0.0310168 | val_loss: 0.0312866 | Time: 3315.99 ms [2022-03-12 12:44:17 main:574] : INFO : Epoch 1780 | loss: 0.0310115 | val_loss: 0.0312815 | Time: 3334.29 ms [2022-03-12 12:44:20 main:574] : INFO : Epoch 1781 | loss: 0.0310131 | val_loss: 0.0312759 | Time: 3259.99 ms [2022-03-12 12:44:24 main:574] : INFO : Epoch 1782 | loss: 0.0310194 | val_loss: 0.0313046 | Time: 3289.92 ms [2022-03-12 12:44:27 main:574] : INFO : Epoch 1783 | loss: 0.0310196 | val_loss: 0.031285 | Time: 3309.26 ms [2022-03-12 12:44:30 main:574] : INFO : Epoch 1784 | loss: 0.0310192 | val_loss: 0.0312947 | Time: 3360.22 ms [2022-03-12 12:44:34 main:574] : INFO : Epoch 1785 | loss: 0.0310229 | val_loss: 0.0313353 | Time: 3299.04 ms [2022-03-12 12:44:37 main:574] : INFO : Epoch 1786 | loss: 0.031006 | val_loss: 0.0312872 | Time: 3302.61 ms [2022-03-12 12:44:40 main:574] : INFO : Epoch 1787 | loss: 0.0310046 | val_loss: 0.0312689 | Time: 3256.38 ms [2022-03-12 12:44:43 main:574] : INFO : Epoch 1788 | loss: 0.0310023 | val_loss: 0.0313036 | Time: 3255.89 ms [2022-03-12 12:44:47 main:574] : INFO : Epoch 1789 | loss: 0.0310081 | val_loss: 0.0313314 | Time: 3295.34 ms [2022-03-12 12:44:50 main:574] : INFO : Epoch 1790 | loss: 0.0310083 | val_loss: 0.0312868 | Time: 3283.79 ms [2022-03-12 12:44:53 main:574] : INFO : Epoch 1791 | loss: 0.0310052 | val_loss: 0.0312889 | Time: 3310.85 ms [2022-03-12 12:44:57 main:574] : INFO : Epoch 1792 | loss: 0.0310063 | val_loss: 0.0313081 | Time: 3280.53 ms [2022-03-12 12:45:00 main:574] : INFO : Epoch 1793 | loss: 0.0310157 | val_loss: 0.0312765 | Time: 3333.92 ms [2022-03-12 12:45:03 main:574] : INFO : Epoch 1794 | loss: 0.0310077 | val_loss: 0.0313022 | Time: 3328.9 ms [2022-03-12 12:45:07 main:574] : INFO : Epoch 1795 | loss: 0.0310053 | val_loss: 0.0312738 | Time: 3317.13 ms [2022-03-12 12:45:10 main:574] : INFO : Epoch 1796 | loss: 0.0310039 | val_loss: 0.0312827 | Time: 3262.28 ms [2022-03-12 12:45:13 main:574] : INFO : Epoch 1797 | loss: 0.0310086 | val_loss: 0.0312687 | Time: 3296.84 ms [2022-03-12 12:45:16 main:574] : INFO : Epoch 1798 | loss: 0.0310094 | val_loss: 0.0312681 | Time: 3335.36 ms [2022-03-12 12:45:20 main:574] : INFO : Epoch 1799 | loss: 0.0310084 | val_loss: 0.0313215 | Time: 3328.32 ms [2022-03-12 12:45:23 main:574] : INFO : Epoch 1800 | loss: 0.031015 | val_loss: 0.0313141 | Time: 3240.77 ms [2022-03-12 12:45:26 main:574] : INFO : Epoch 1801 | loss: 0.0310171 | val_loss: 0.0312705 | Time: 3315.71 ms [2022-03-12 12:45:30 main:574] : INFO : Epoch 1802 | loss: 0.0310004 | val_loss: 0.0312952 | Time: 3317.88 ms [2022-03-12 12:45:33 main:574] : INFO : Epoch 1803 | loss: 0.0310027 | val_loss: 0.0312795 | Time: 3304.16 ms [2022-03-12 12:45:36 main:574] : INFO : Epoch 1804 | loss: 0.0310047 | val_loss: 0.0312986 | Time: 3233.86 ms [2022-03-12 12:45:39 main:574] : INFO : Epoch 1805 | loss: 0.0310108 | val_loss: 0.0313272 | Time: 3300.41 ms [2022-03-12 12:45:43 main:574] : INFO : Epoch 1806 | loss: 0.0310228 | val_loss: 0.0312627 | Time: 3300.9 ms [2022-03-12 12:45:46 main:574] : INFO : Epoch 1807 | loss: 0.0310078 | val_loss: 0.0313157 | Time: 3331.11 ms [2022-03-12 12:45:49 main:574] : INFO : Epoch 1808 | loss: 0.0310071 | val_loss: 0.0312822 | Time: 3309.97 ms [2022-03-12 12:45:53 main:574] : INFO : Epoch 1809 | loss: 0.0310163 | val_loss: 0.031298 | Time: 3221.3 ms [2022-03-12 12:45:56 main:574] : INFO : Epoch 1810 | loss: 0.0310241 | val_loss: 0.0312808 | Time: 3309.42 ms [2022-03-12 12:45:59 main:574] : INFO : Epoch 1811 | loss: 0.0310229 | val_loss: 0.0312914 | Time: 3254.85 ms [2022-03-12 12:46:02 main:574] : INFO : Epoch 1812 | loss: 0.0310143 | val_loss: 0.0312692 | Time: 3240.06 ms [2022-03-12 12:46:06 main:574] : INFO : Epoch 1813 | loss: 0.031017 | val_loss: 0.031263 | Time: 3292.51 ms [2022-03-12 12:46:09 main:574] : INFO : Epoch 1814 | loss: 0.0310107 | val_loss: 0.031301 | Time: 3311.66 ms [2022-03-12 12:46:12 main:574] : INFO : Epoch 1815 | loss: 0.0310065 | val_loss: 0.0312942 | Time: 3293.08 ms [2022-03-12 12:46:16 main:574] : INFO : Epoch 1816 | loss: 0.0310097 | val_loss: 0.031274 | Time: 3276.22 ms [2022-03-12 12:46:19 main:574] : INFO : Epoch 1817 | loss: 0.0310093 | val_loss: 0.0312924 | Time: 3261.95 ms [2022-03-12 12:46:22 main:574] : INFO : Epoch 1818 | loss: 0.0310042 | val_loss: 0.0312801 | Time: 3302.07 ms [2022-03-12 12:46:26 main:574] : INFO : Epoch 1819 | loss: 0.0310085 | val_loss: 0.031301 | Time: 3330.26 ms [2022-03-12 12:46:29 main:574] : INFO : Epoch 1820 | loss: 0.0310034 | val_loss: 0.0313269 | Time: 3252.05 ms [2022-03-12 12:46:32 main:574] : INFO : Epoch 1821 | loss: 0.0310049 | val_loss: 0.0313369 | Time: 3258.17 ms [2022-03-12 12:46:35 main:574] : INFO : Epoch 1822 | loss: 0.0310037 | val_loss: 0.0313194 | Time: 3291.81 ms [2022-03-12 12:46:39 main:574] : INFO : Epoch 1823 | loss: 0.0310101 | val_loss: 0.031291 | Time: 3247.44 ms [2022-03-12 12:46:42 main:574] : INFO : Epoch 1824 | loss: 0.0310133 | val_loss: 0.0312624 | Time: 3275.01 ms [2022-03-12 12:46:45 main:574] : INFO : Epoch 1825 | loss: 0.0310197 | val_loss: 0.0312869 | Time: 3225.44 ms [2022-03-12 12:46:48 main:574] : INFO : Epoch 1826 | loss: 0.0310094 | val_loss: 0.0312861 | Time: 3326.66 ms [2022-03-12 12:46:52 main:574] : INFO : Epoch 1827 | loss: 0.0310223 | val_loss: 0.0312547 | Time: 3851.69 ms [2022-03-12 12:46:56 main:574] : INFO : Epoch 1828 | loss: 0.0310192 | val_loss: 0.0313057 | Time: 3322.05 ms [2022-03-12 12:46:59 main:574] : INFO : Epoch 1829 | loss: 0.0310837 | val_loss: 0.0314142 | Time: 3321.72 ms [2022-03-12 12:47:02 main:574] : INFO : Epoch 1830 | loss: 0.0313495 | val_loss: 0.0313852 | Time: 3285.48 ms [2022-03-12 12:47:06 main:574] : INFO : Epoch 1831 | loss: 0.031078 | val_loss: 0.0313086 | Time: 3286.26 ms [2022-03-12 12:47:09 main:574] : INFO : Epoch 1832 | loss: 0.031024 | val_loss: 0.0312873 | Time: 3223.31 ms [2022-03-12 12:47:12 main:574] : INFO : Epoch 1833 | loss: 0.0310194 | val_loss: 0.0313026 | Time: 3233.6 ms [2022-03-12 12:47:15 main:574] : INFO : Epoch 1834 | loss: 0.0310205 | val_loss: 0.0313138 | Time: 3249.92 ms [2022-03-12 12:47:19 main:574] : INFO : Epoch 1835 | loss: 0.0310107 | val_loss: 0.0313305 | Time: 3295.67 ms [2022-03-12 12:47:22 main:574] : INFO : Epoch 1836 | loss: 0.0310101 | val_loss: 0.0313111 | Time: 3267.47 ms [2022-03-12 12:47:25 main:574] : INFO : Epoch 1837 | loss: 0.0310107 | val_loss: 0.0312856 | Time: 3304.19 ms [2022-03-12 12:47:28 main:574] : INFO : Epoch 1838 | loss: 0.0310051 | val_loss: 0.0312663 | Time: 3260.55 ms [2022-03-12 12:47:32 main:574] : INFO : Epoch 1839 | loss: 0.0310058 | val_loss: 0.0313043 | Time: 3324.5 ms [2022-03-12 12:47:35 main:574] : INFO : Epoch 1840 | loss: 0.0310069 | val_loss: 0.0312994 | Time: 3253.22 ms [2022-03-12 12:47:38 main:574] : INFO : Epoch 1841 | loss: 0.0310164 | val_loss: 0.0312856 | Time: 3283.15 ms [2022-03-12 12:47:42 main:574] : INFO : Epoch 1842 | loss: 0.0310136 | val_loss: 0.0312746 | Time: 3239.64 ms [2022-03-12 12:47:45 main:574] : INFO : Epoch 1843 | loss: 0.0310242 | val_loss: 0.0312129 | Time: 3248.69 ms [2022-03-12 12:47:48 main:574] : INFO : Epoch 1844 | loss: 0.0310564 | val_loss: 0.0312652 | Time: 3306.13 ms [2022-03-12 12:47:51 main:574] : INFO : Epoch 1845 | loss: 0.031031 | val_loss: 0.0312557 | Time: 3325.96 ms [2022-03-12 12:47:55 main:574] : INFO : Epoch 1846 | loss: 0.0310212 | val_loss: 0.0313032 | Time: 3265.74 ms [2022-03-12 12:47:58 main:574] : INFO : Epoch 1847 | loss: 0.0310141 | val_loss: 0.031283 | Time: 3291.96 ms [2022-03-12 12:48:01 main:574] : INFO : Epoch 1848 | loss: 0.0310138 | val_loss: 0.0313064 | Time: 3300.11 ms [2022-03-12 12:48:05 main:574] : INFO : Epoch 1849 | loss: 0.0310122 | val_loss: 0.0313128 | Time: 3336.7 ms [2022-03-12 12:48:08 main:574] : INFO : Epoch 1850 | loss: 0.0310199 | val_loss: 0.0312658 | Time: 3275.77 ms [2022-03-12 12:48:11 main:574] : INFO : Epoch 1851 | loss: 0.031012 | val_loss: 0.0313052 | Time: 3297.73 ms [2022-03-12 12:48:15 main:574] : INFO : Epoch 1852 | loss: 0.031002 | val_loss: 0.0313212 | Time: 3326.22 ms [2022-03-12 12:48:18 main:574] : INFO : Epoch 1853 | loss: 0.0309996 | val_loss: 0.0313025 | Time: 3276.83 ms [2022-03-12 12:48:21 main:574] : INFO : Epoch 1854 | loss: 0.0310063 | val_loss: 0.0312675 | Time: 3299.18 ms [2022-03-12 12:48:24 main:574] : INFO : Epoch 1855 | loss: 0.0310221 | val_loss: 0.0312974 | Time: 3314.07 ms [2022-03-12 12:48:28 main:574] : INFO : Epoch 1856 | loss: 0.031015 | val_loss: 0.0313107 | Time: 3282.9 ms [2022-03-12 12:48:31 main:574] : INFO : Epoch 1857 | loss: 0.0310049 | val_loss: 0.0313255 | Time: 3288.06 ms [2022-03-12 12:48:34 main:574] : INFO : Epoch 1858 | loss: 0.0310103 | val_loss: 0.0313308 | Time: 3319.26 ms [2022-03-12 12:48:38 main:574] : INFO : Epoch 1859 | loss: 0.031008 | val_loss: 0.0313247 | Time: 3259.35 ms [2022-03-12 12:48:41 main:574] : INFO : Epoch 1860 | loss: 0.0310082 | val_loss: 0.0312661 | Time: 3335.19 ms [2022-03-12 12:48:44 main:574] : INFO : Epoch 1861 | loss: 0.031015 | val_loss: 0.0312783 | Time: 3250.79 ms [2022-03-12 12:48:47 main:574] : INFO : Epoch 1862 | loss: 0.0310109 | val_loss: 0.0312767 | Time: 3277.19 ms [2022-03-12 12:48:51 main:574] : INFO : Epoch 1863 | loss: 0.0310048 | val_loss: 0.031287 | Time: 3285.58 ms [2022-03-12 12:48:54 main:574] : INFO : Epoch 1864 | loss: 0.0310038 | val_loss: 0.0312725 | Time: 3319.46 ms [2022-03-12 12:48:57 main:574] : INFO : Epoch 1865 | loss: 0.0310114 | val_loss: 0.0312742 | Time: 3265.77 ms [2022-03-12 12:49:01 main:574] : INFO : Epoch 1866 | loss: 0.0310075 | val_loss: 0.0313056 | Time: 3238.77 ms [2022-03-12 12:49:04 main:574] : INFO : Epoch 1867 | loss: 0.0310089 | val_loss: 0.0313371 | Time: 3281.55 ms [2022-03-12 12:49:07 main:574] : INFO : Epoch 1868 | loss: 0.0310094 | val_loss: 0.0313135 | Time: 3312.81 ms [2022-03-12 12:49:11 main:574] : INFO : Epoch 1869 | loss: 0.0310055 | val_loss: 0.0312858 | Time: 3298.02 ms [2022-03-12 12:49:14 main:574] : INFO : Epoch 1870 | loss: 0.0310033 | val_loss: 0.0312879 | Time: 3319.27 ms [2022-03-12 12:49:17 main:574] : INFO : Epoch 1871 | loss: 0.0310109 | val_loss: 0.0313018 | Time: 3298.79 ms [2022-03-12 12:49:20 main:574] : INFO : Epoch 1872 | loss: 0.0310024 | val_loss: 0.0313297 | Time: 3316.07 ms [2022-03-12 12:49:24 main:574] : INFO : Epoch 1873 | loss: 0.031001 | val_loss: 0.0312916 | Time: 3313.63 ms [2022-03-12 12:49:27 main:574] : INFO : Epoch 1874 | loss: 0.0310071 | val_loss: 0.0312923 | Time: 3296.8 ms [2022-03-12 12:49:30 main:574] : INFO : Epoch 1875 | loss: 0.03101 | val_loss: 0.0313188 | Time: 3298.2 ms [2022-03-12 12:49:34 main:574] : INFO : Epoch 1876 | loss: 0.0310073 | val_loss: 0.0312748 | Time: 3246.12 ms [2022-03-12 12:49:37 main:574] : INFO : Epoch 1877 | loss: 0.0310047 | val_loss: 0.0312969 | Time: 3250.83 ms [2022-03-12 12:49:40 main:574] : INFO : Epoch 1878 | loss: 0.0310086 | val_loss: 0.0312808 | Time: 3255.1 ms [2022-03-12 12:49:43 main:574] : INFO : Epoch 1879 | loss: 0.0310058 | val_loss: 0.0312911 | Time: 3285.97 ms [2022-03-12 12:49:47 main:574] : INFO : Epoch 1880 | loss: 0.0310078 | val_loss: 0.031267 | Time: 3307.64 ms [2022-03-12 12:49:50 main:574] : INFO : Epoch 1881 | loss: 0.0310038 | val_loss: 0.0312881 | Time: 3297.77 ms [2022-03-12 12:49:53 main:574] : INFO : Epoch 1882 | loss: 0.0309991 | val_loss: 0.0313048 | Time: 3250.33 ms [2022-03-12 12:49:57 main:574] : INFO : Epoch 1883 | loss: 0.0310084 | val_loss: 0.0312599 | Time: 3308.14 ms [2022-03-12 12:50:00 main:574] : INFO : Epoch 1884 | loss: 0.0310117 | val_loss: 0.0312707 | Time: 3241.65 ms [2022-03-12 12:50:03 main:574] : INFO : Epoch 1885 | loss: 0.0310061 | val_loss: 0.0312675 | Time: 3311.11 ms [2022-03-12 12:50:06 main:574] : INFO : Epoch 1886 | loss: 0.0310064 | val_loss: 0.0313018 | Time: 3286.66 ms [2022-03-12 12:50:10 main:574] : INFO : Epoch 1887 | loss: 0.0310007 | val_loss: 0.0312952 | Time: 3305.61 ms [2022-03-12 12:50:13 main:574] : INFO : Epoch 1888 | loss: 0.0310128 | val_loss: 0.0313158 | Time: 3287.88 ms [2022-03-12 12:50:16 main:574] : INFO : Epoch 1889 | loss: 0.0310166 | val_loss: 0.0312869 | Time: 3270.58 ms [2022-03-12 12:50:20 main:574] : INFO : Epoch 1890 | loss: 0.0310124 | val_loss: 0.0312872 | Time: 3268.86 ms [2022-03-12 12:50:23 main:574] : INFO : Epoch 1891 | loss: 0.0310113 | val_loss: 0.0312978 | Time: 3321.39 ms [2022-03-12 12:50:26 main:574] : INFO : Epoch 1892 | loss: 0.0310053 | val_loss: 0.031277 | Time: 3295.63 ms [2022-03-12 12:50:29 main:574] : INFO : Epoch 1893 | loss: 0.0310055 | val_loss: 0.031306 | Time: 3250.51 ms [2022-03-12 12:50:33 main:574] : INFO : Epoch 1894 | loss: 0.0310028 | val_loss: 0.0313122 | Time: 3283.8 ms [2022-03-12 12:50:36 main:574] : INFO : Epoch 1895 | loss: 0.0309989 | val_loss: 0.0312928 | Time: 3288.19 ms [2022-03-12 12:50:39 main:574] : INFO : Epoch 1896 | loss: 0.0310051 | val_loss: 0.0312756 | Time: 3246.38 ms [2022-03-12 12:50:43 main:574] : INFO : Epoch 1897 | loss: 0.0310123 | val_loss: 0.0312586 | Time: 3302.43 ms [2022-03-12 12:50:46 main:574] : INFO : Epoch 1898 | loss: 0.0310125 | val_loss: 0.0312834 | Time: 3307.3 ms [2022-03-12 12:50:49 main:574] : INFO : Epoch 1899 | loss: 0.0310317 | val_loss: 0.0312983 | Time: 3323.06 ms [2022-03-12 12:50:53 main:574] : INFO : Epoch 1900 | loss: 0.0310192 | val_loss: 0.0313251 | Time: 3270.89 ms [2022-03-12 12:50:56 main:574] : INFO : Epoch 1901 | loss: 0.0310228 | val_loss: 0.0312638 | Time: 3300.85 ms [2022-03-12 12:50:59 main:574] : INFO : Epoch 1902 | loss: 0.031026 | val_loss: 0.0312523 | Time: 3275.99 ms [2022-03-12 12:51:02 main:574] : INFO : Epoch 1903 | loss: 0.031008 | val_loss: 0.0313048 | Time: 3262.99 ms [2022-03-12 12:51:06 main:574] : INFO : Epoch 1904 | loss: 0.0309969 | val_loss: 0.0312806 | Time: 3280.28 ms [2022-03-12 12:51:09 main:574] : INFO : Epoch 1905 | loss: 0.0309987 | val_loss: 0.0313125 | Time: 3348.2 ms [2022-03-12 12:51:12 main:574] : INFO : Epoch 1906 | loss: 0.0310122 | val_loss: 0.0312853 | Time: 3271.03 ms [2022-03-12 12:51:16 main:574] : INFO : Epoch 1907 | loss: 0.031028 | val_loss: 0.0312905 | Time: 3284.13 ms [2022-03-12 12:51:19 main:574] : INFO : Epoch 1908 | loss: 0.0310184 | val_loss: 0.0312829 | Time: 3277.1 ms [2022-03-12 12:51:22 main:574] : INFO : Epoch 1909 | loss: 0.0310034 | val_loss: 0.0313258 | Time: 3218.56 ms [2022-03-12 12:51:25 main:574] : INFO : Epoch 1910 | loss: 0.0310119 | val_loss: 0.031322 | Time: 3305.64 ms [2022-03-12 12:51:29 main:574] : INFO : Epoch 1911 | loss: 0.0310109 | val_loss: 0.0313069 | Time: 3328.18 ms [2022-03-12 12:51:32 main:574] : INFO : Epoch 1912 | loss: 0.0310239 | val_loss: 0.0312757 | Time: 3266.44 ms [2022-03-12 12:51:35 main:574] : INFO : Epoch 1913 | loss: 0.0310193 | val_loss: 0.0313286 | Time: 3375 ms [2022-03-12 12:51:39 main:574] : INFO : Epoch 1914 | loss: 0.0310139 | val_loss: 0.0313075 | Time: 3284.05 ms [2022-03-12 12:51:42 main:574] : INFO : Epoch 1915 | loss: 0.0310052 | val_loss: 0.0313063 | Time: 3342.44 ms [2022-03-12 12:51:45 main:574] : INFO : Epoch 1916 | loss: 0.0310111 | val_loss: 0.0313332 | Time: 3325.69 ms [2022-03-12 12:51:49 main:574] : INFO : Epoch 1917 | loss: 0.0310152 | val_loss: 0.0313013 | Time: 3289.11 ms [2022-03-12 12:51:52 main:574] : INFO : Epoch 1918 | loss: 0.0310135 | val_loss: 0.0313123 | Time: 3272.61 ms [2022-03-12 12:51:55 main:574] : INFO : Epoch 1919 | loss: 0.0310041 | val_loss: 0.031325 | Time: 3240.99 ms [2022-03-12 12:51:58 main:574] : INFO : Epoch 1920 | loss: 0.0310052 | val_loss: 0.0313268 | Time: 3315.66 ms [2022-03-12 12:52:02 main:574] : INFO : Epoch 1921 | loss: 0.0310034 | val_loss: 0.0312969 | Time: 3286.13 ms [2022-03-12 12:52:05 main:574] : INFO : Epoch 1922 | loss: 0.0310002 | val_loss: 0.0313228 | Time: 3282.11 ms [2022-03-12 12:52:08 main:574] : INFO : Epoch 1923 | loss: 0.0309963 | val_loss: 0.0313064 | Time: 3310.02 ms [2022-03-12 12:52:12 main:574] : INFO : Epoch 1924 | loss: 0.0310065 | val_loss: 0.0312857 | Time: 3311.14 ms [2022-03-12 12:52:15 main:574] : INFO : Epoch 1925 | loss: 0.0310092 | val_loss: 0.0312986 | Time: 3309.26 ms [2022-03-12 12:52:18 main:574] : INFO : Epoch 1926 | loss: 0.0310117 | val_loss: 0.0312916 | Time: 3286.34 ms [2022-03-12 12:52:22 main:574] : INFO : Epoch 1927 | loss: 0.0310169 | val_loss: 0.0313238 | Time: 3343.49 ms [2022-03-12 12:52:25 main:574] : INFO : Epoch 1928 | loss: 0.031007 | val_loss: 0.031298 | Time: 3332.15 ms [2022-03-12 12:52:28 main:574] : INFO : Epoch 1929 | loss: 0.0310077 | val_loss: 0.0313204 | Time: 3290.01 ms [2022-03-12 12:52:31 main:574] : INFO : Epoch 1930 | loss: 0.0310076 | val_loss: 0.0312885 | Time: 3209.66 ms [2022-03-12 12:52:35 main:574] : INFO : Epoch 1931 | loss: 0.0310058 | val_loss: 0.0312866 | Time: 3350.55 ms [2022-03-12 12:52:38 main:574] : INFO : Epoch 1932 | loss: 0.0310043 | val_loss: 0.0312915 | Time: 3298.25 ms [2022-03-12 12:52:41 main:574] : INFO : Epoch 1933 | loss: 0.0310052 | val_loss: 0.0313029 | Time: 3273.57 ms [2022-03-12 12:52:45 main:574] : INFO : Epoch 1934 | loss: 0.0310048 | val_loss: 0.0312746 | Time: 3257.24 ms [2022-03-12 12:52:48 main:574] : INFO : Epoch 1935 | loss: 0.0310089 | val_loss: 0.0312962 | Time: 3319.61 ms [2022-03-12 12:52:51 main:574] : INFO : Epoch 1936 | loss: 0.0310063 | val_loss: 0.0312979 | Time: 3241.05 ms [2022-03-12 12:52:55 main:574] : INFO : Epoch 1937 | loss: 0.0309969 | val_loss: 0.0313003 | Time: 3307.57 ms [2022-03-12 12:52:58 main:574] : INFO : Epoch 1938 | loss: 0.031 | val_loss: 0.0313046 | Time: 3284.44 ms [2022-03-12 12:53:01 main:574] : INFO : Epoch 1939 | loss: 0.0310015 | val_loss: 0.031285 | Time: 3283.85 ms [2022-03-12 12:53:04 main:574] : INFO : Epoch 1940 | loss: 0.0310147 | val_loss: 0.0312805 | Time: 3272.42 ms [2022-03-12 12:53:08 main:574] : INFO : Epoch 1941 | loss: 0.0310144 | val_loss: 0.0313238 | Time: 3251.17 ms [2022-03-12 12:53:11 main:574] : INFO : Epoch 1942 | loss: 0.0310197 | val_loss: 0.0312698 | Time: 3279.62 ms [2022-03-12 12:53:14 main:574] : INFO : Epoch 1943 | loss: 0.0310107 | val_loss: 0.0312628 | Time: 3316.91 ms [2022-03-12 12:53:18 main:574] : INFO : Epoch 1944 | loss: 0.0310135 | val_loss: 0.0312806 | Time: 3307.53 ms [2022-03-12 12:53:21 main:574] : INFO : Epoch 1945 | loss: 0.0310079 | val_loss: 0.0312797 | Time: 3293.58 ms [2022-03-12 12:53:24 main:574] : INFO : Epoch 1946 | loss: 0.0310011 | val_loss: 0.0313109 | Time: 3252.38 ms [2022-03-12 12:53:27 main:574] : INFO : Epoch 1947 | loss: 0.0310107 | val_loss: 0.0313253 | Time: 3298.86 ms [2022-03-12 12:53:31 main:574] : INFO : Epoch 1948 | loss: 0.0310101 | val_loss: 0.0312633 | Time: 3277.03 ms [2022-03-12 12:53:34 main:574] : INFO : Epoch 1949 | loss: 0.0310205 | val_loss: 0.0312932 | Time: 3287.66 ms [2022-03-12 12:53:37 main:574] : INFO : Epoch 1950 | loss: 0.0310142 | val_loss: 0.0312967 | Time: 3246.97 ms [2022-03-12 12:53:40 main:574] : INFO : Epoch 1951 | loss: 0.0310044 | val_loss: 0.0312802 | Time: 3225.67 ms [2022-03-12 12:53:44 main:574] : INFO : Epoch 1952 | loss: 0.0310066 | val_loss: 0.0312854 | Time: 3287.31 ms [2022-03-12 12:53:47 main:574] : INFO : Epoch 1953 | loss: 0.0310125 | val_loss: 0.0312796 | Time: 3267.4 ms [2022-03-12 12:53:50 main:574] : INFO : Epoch 1954 | loss: 0.0310089 | val_loss: 0.0312962 | Time: 3290.38 ms [2022-03-12 12:53:54 main:574] : INFO : Epoch 1955 | loss: 0.0310097 | val_loss: 0.0312866 | Time: 3302.4 ms [2022-03-12 12:53:57 main:574] : INFO : Epoch 1956 | loss: 0.0310007 | val_loss: 0.0313041 | Time: 3254.62 ms [2022-03-12 12:54:00 main:574] : INFO : Epoch 1957 | loss: 0.031006 | val_loss: 0.0313049 | Time: 3274.39 ms [2022-03-12 12:54:03 main:574] : INFO : Epoch 1958 | loss: 0.031013 | val_loss: 0.0313213 | Time: 3284.99 ms [2022-03-12 12:54:07 main:574] : INFO : Epoch 1959 | loss: 0.0310095 | val_loss: 0.0312973 | Time: 3284.69 ms [2022-03-12 12:54:10 main:574] : INFO : Epoch 1960 | loss: 0.0310174 | val_loss: 0.031278 | Time: 3376.11 ms [2022-03-12 12:54:13 main:574] : INFO : Epoch 1961 | loss: 0.0310143 | val_loss: 0.031287 | Time: 3262.5 ms [2022-03-12 12:54:17 main:574] : INFO : Epoch 1962 | loss: 0.0310019 | val_loss: 0.0312847 | Time: 3273.46 ms [2022-03-12 12:54:20 main:574] : INFO : Epoch 1963 | loss: 0.0310068 | val_loss: 0.0313103 | Time: 3332.76 ms [2022-03-12 12:54:23 main:574] : INFO : Epoch 1964 | loss: 0.031006 | val_loss: 0.0313004 | Time: 3287.62 ms [2022-03-12 12:54:27 main:574] : INFO : Epoch 1965 | loss: 0.0310026 | val_loss: 0.031278 | Time: 3265.87 ms [2022-03-12 12:54:30 main:574] : INFO : Epoch 1966 | loss: 0.0310207 | val_loss: 0.0313048 | Time: 3311.04 ms [2022-03-12 12:54:33 main:574] : INFO : Epoch 1967 | loss: 0.0310279 | val_loss: 0.0313048 | Time: 3282.55 ms [2022-03-12 12:54:36 main:574] : INFO : Epoch 1968 | loss: 0.0310294 | val_loss: 0.03127 | Time: 3322.39 ms [2022-03-12 12:54:40 main:574] : INFO : Epoch 1969 | loss: 0.0310165 | val_loss: 0.0312785 | Time: 3299.22 ms [2022-03-12 12:54:43 main:574] : INFO : Epoch 1970 | loss: 0.0310087 | val_loss: 0.0312593 | Time: 3286.61 ms [2022-03-12 12:54:46 main:574] : INFO : Epoch 1971 | loss: 0.0310035 | val_loss: 0.0313015 | Time: 3300.96 ms [2022-03-12 12:54:50 main:574] : INFO : Epoch 1972 | loss: 0.0310006 | val_loss: 0.0312966 | Time: 3325.56 ms [2022-03-12 12:54:53 main:574] : INFO : Epoch 1973 | loss: 0.0310087 | val_loss: 0.0313211 | Time: 3310.02 ms [2022-03-12 12:54:56 main:574] : INFO : Epoch 1974 | loss: 0.0310109 | val_loss: 0.0312781 | Time: 3272.31 ms [2022-03-12 12:55:00 main:574] : INFO : Epoch 1975 | loss: 0.0310109 | val_loss: 0.0313185 | Time: 3287.45 ms [2022-03-12 12:55:03 main:574] : INFO : Epoch 1976 | loss: 0.0310094 | val_loss: 0.0313079 | Time: 3249.71 ms [2022-03-12 12:55:06 main:574] : INFO : Epoch 1977 | loss: 0.0310039 | val_loss: 0.0313113 | Time: 3347.43 ms [2022-03-12 12:55:10 main:574] : INFO : Epoch 1978 | loss: 0.0310035 | val_loss: 0.0312943 | Time: 3318.28 ms [2022-03-12 12:55:13 main:574] : INFO : Epoch 1979 | loss: 0.0310104 | val_loss: 0.0312862 | Time: 3292.69 ms [2022-03-12 12:55:16 main:574] : INFO : Epoch 1980 | loss: 0.0310011 | val_loss: 0.0312931 | Time: 3273.51 ms [2022-03-12 12:55:19 main:574] : INFO : Epoch 1981 | loss: 0.0310006 | val_loss: 0.031308 | Time: 3322.41 ms [2022-03-12 12:55:23 main:574] : INFO : Epoch 1982 | loss: 0.0310016 | val_loss: 0.0312823 | Time: 3215.6 ms [2022-03-12 12:55:26 main:574] : INFO : Epoch 1983 | loss: 0.0310133 | val_loss: 0.0312449 | Time: 3299.13 ms [2022-03-12 12:55:29 main:574] : INFO : Epoch 1984 | loss: 0.0310127 | val_loss: 0.0312967 | Time: 3238.32 ms [2022-03-12 12:55:32 main:574] : INFO : Epoch 1985 | loss: 0.0310019 | val_loss: 0.0312992 | Time: 3269.74 ms [2022-03-12 12:55:36 main:574] : INFO : Epoch 1986 | loss: 0.0310049 | val_loss: 0.0312736 | Time: 3268.54 ms [2022-03-12 12:55:39 main:574] : INFO : Epoch 1987 | loss: 0.0310144 | val_loss: 0.0312875 | Time: 3296.84 ms [2022-03-12 12:55:42 main:574] : INFO : Epoch 1988 | loss: 0.0310284 | val_loss: 0.0312835 | Time: 3280.55 ms [2022-03-12 12:55:46 main:574] : INFO : Epoch 1989 | loss: 0.0310295 | val_loss: 0.0312959 | Time: 3258.2 ms [2022-03-12 12:55:49 main:574] : INFO : Epoch 1990 | loss: 0.0310103 | val_loss: 0.0312901 | Time: 3287.03 ms [2022-03-12 12:55:52 main:574] : INFO : Epoch 1991 | loss: 0.0310021 | val_loss: 0.0312913 | Time: 3287.59 ms [2022-03-12 12:55:55 main:574] : INFO : Epoch 1992 | loss: 0.0310002 | val_loss: 0.0312784 | Time: 3332.7 ms [2022-03-12 12:55:59 main:574] : INFO : Epoch 1993 | loss: 0.0310062 | val_loss: 0.0312733 | Time: 3331.59 ms [2022-03-12 12:56:02 main:574] : INFO : Epoch 1994 | loss: 0.0310125 | val_loss: 0.0313157 | Time: 3339.25 ms [2022-03-12 12:56:05 main:574] : INFO : Epoch 1995 | loss: 0.0310191 | val_loss: 0.0312887 | Time: 3285.68 ms [2022-03-12 12:56:09 main:574] : INFO : Epoch 1996 | loss: 0.0310111 | val_loss: 0.0313124 | Time: 3244.51 ms [2022-03-12 12:56:12 main:574] : INFO : Epoch 1997 | loss: 0.03101 | val_loss: 0.0312792 | Time: 3278.07 ms [2022-03-12 12:56:15 main:574] : INFO : Epoch 1998 | loss: 0.0310092 | val_loss: 0.03128 | Time: 3331.39 ms [2022-03-12 12:56:19 main:574] : INFO : Epoch 1999 | loss: 0.0310099 | val_loss: 0.0312908 | Time: 3314.68 ms [2022-03-12 12:56:22 main:574] : INFO : Epoch 2000 | loss: 0.0310072 | val_loss: 0.0313166 | Time: 3310.26 ms [2022-03-12 12:56:25 main:574] : INFO : Epoch 2001 | loss: 0.031003 | val_loss: 0.031293 | Time: 3296.22 ms [2022-03-12 12:56:29 main:574] : INFO : Epoch 2002 | loss: 0.031001 | val_loss: 0.0313081 | Time: 3281.59 ms [2022-03-12 12:56:32 main:574] : INFO : Epoch 2003 | loss: 0.0310008 | val_loss: 0.0312933 | Time: 3315.01 ms [2022-03-12 12:56:35 main:574] : INFO : Epoch 2004 | loss: 0.0310175 | val_loss: 0.0312915 | Time: 3281.77 ms [2022-03-12 12:56:38 main:574] : INFO : Epoch 2005 | loss: 0.0310201 | val_loss: 0.0312893 | Time: 3358.24 ms [2022-03-12 12:56:42 main:574] : INFO : Epoch 2006 | loss: 0.0310053 | val_loss: 0.0313112 | Time: 3264.29 ms [2022-03-12 12:56:45 main:574] : INFO : Epoch 2007 | loss: 0.0309993 | val_loss: 0.0313099 | Time: 3284.87 ms [2022-03-12 12:56:48 main:574] : INFO : Epoch 2008 | loss: 0.0310024 | val_loss: 0.0313457 | Time: 3290.39 ms [2022-03-12 12:56:52 main:574] : INFO : Epoch 2009 | loss: 0.0310125 | val_loss: 0.0313162 | Time: 3314.68 ms [2022-03-12 12:56:55 main:574] : INFO : Epoch 2010 | loss: 0.0310165 | val_loss: 0.0312895 | Time: 3251.79 ms [2022-03-12 12:56:58 main:574] : INFO : Epoch 2011 | loss: 0.0310117 | val_loss: 0.0313404 | Time: 3316.03 ms [2022-03-12 12:57:02 main:574] : INFO : Epoch 2012 | loss: 0.0310106 | val_loss: 0.0312555 | Time: 3289.79 ms [2022-03-12 12:57:05 main:574] : INFO : Epoch 2013 | loss: 0.0310083 | val_loss: 0.0313119 | Time: 3296.23 ms [2022-03-12 12:57:08 main:574] : INFO : Epoch 2014 | loss: 0.030997 | val_loss: 0.031281 | Time: 3308.29 ms [2022-03-12 12:57:11 main:574] : INFO : Epoch 2015 | loss: 0.0310035 | val_loss: 0.0313181 | Time: 3230.18 ms [2022-03-12 12:57:15 main:574] : INFO : Epoch 2016 | loss: 0.0310004 | val_loss: 0.0313063 | Time: 3311.04 ms [2022-03-12 12:57:18 main:574] : INFO : Epoch 2017 | loss: 0.031002 | val_loss: 0.0313195 | Time: 3245.17 ms [2022-03-12 12:57:21 main:574] : INFO : Epoch 2018 | loss: 0.0310037 | val_loss: 0.0312929 | Time: 3255.93 ms [2022-03-12 12:57:24 main:574] : INFO : Epoch 2019 | loss: 0.0310132 | val_loss: 0.0313108 | Time: 3276 ms [2022-03-12 12:57:28 main:574] : INFO : Epoch 2020 | loss: 0.0310164 | val_loss: 0.0312856 | Time: 3330.81 ms [2022-03-12 12:57:31 main:574] : INFO : Epoch 2021 | loss: 0.0310208 | val_loss: 0.0313289 | Time: 3307.42 ms [2022-03-12 12:57:34 main:574] : INFO : Epoch 2022 | loss: 0.0310084 | val_loss: 0.0312902 | Time: 3267.48 ms [2022-03-12 12:57:38 main:574] : INFO : Epoch 2023 | loss: 0.0310002 | val_loss: 0.0312978 | Time: 3298.01 ms [2022-03-12 12:57:41 main:574] : INFO : Epoch 2024 | loss: 0.0309964 | val_loss: 0.031305 | Time: 3287.37 ms [2022-03-12 12:57:44 main:574] : INFO : Epoch 2025 | loss: 0.0310039 | val_loss: 0.0312799 | Time: 3301.39 ms [2022-03-12 12:57:48 main:574] : INFO : Epoch 2026 | loss: 0.0310017 | val_loss: 0.0312975 | Time: 3311.23 ms [2022-03-12 12:57:51 main:574] : INFO : Epoch 2027 | loss: 0.0310057 | val_loss: 0.0312877 | Time: 3254.91 ms [2022-03-12 12:57:54 main:574] : INFO : Epoch 2028 | loss: 0.0310203 | val_loss: 0.0312741 | Time: 3332.95 ms [2022-03-12 12:57:57 main:574] : INFO : Epoch 2029 | loss: 0.0310259 | val_loss: 0.0312806 | Time: 3244.32 ms [2022-03-12 12:58:01 main:574] : INFO : Epoch 2030 | loss: 0.0310636 | val_loss: 0.0312537 | Time: 3314.07 ms [2022-03-12 12:58:04 main:574] : INFO : Epoch 2031 | loss: 0.0310535 | val_loss: 0.0312788 | Time: 3337 ms [2022-03-12 12:58:07 main:574] : INFO : Epoch 2032 | loss: 0.0310239 | val_loss: 0.0312822 | Time: 3306.57 ms [2022-03-12 12:58:11 main:574] : INFO : Epoch 2033 | loss: 0.0310089 | val_loss: 0.031297 | Time: 3313.84 ms [2022-03-12 12:58:14 main:574] : INFO : Epoch 2034 | loss: 0.0310017 | val_loss: 0.0313052 | Time: 3310.21 ms [2022-03-12 12:58:17 main:574] : INFO : Epoch 2035 | loss: 0.0310016 | val_loss: 0.0313229 | Time: 3300.21 ms [2022-03-12 12:58:21 main:574] : INFO : Epoch 2036 | loss: 0.03101 | val_loss: 0.0312681 | Time: 3314.25 ms [2022-03-12 12:58:24 main:574] : INFO : Epoch 2037 | loss: 0.0310124 | val_loss: 0.0312757 | Time: 3309.02 ms [2022-03-12 12:58:27 main:574] : INFO : Epoch 2038 | loss: 0.0310052 | val_loss: 0.0313013 | Time: 3278.19 ms [2022-03-12 12:58:31 main:574] : INFO : Epoch 2039 | loss: 0.0310047 | val_loss: 0.031289 | Time: 3307.32 ms [2022-03-12 12:58:34 main:574] : INFO : Epoch 2040 | loss: 0.0309989 | val_loss: 0.0312609 | Time: 3286.29 ms [2022-03-12 12:58:37 main:574] : INFO : Epoch 2041 | loss: 0.0310048 | val_loss: 0.0312816 | Time: 3334.45 ms [2022-03-12 12:58:40 main:574] : INFO : Epoch 2042 | loss: 0.0310094 | val_loss: 0.0312994 | Time: 3265.52 ms [2022-03-12 12:58:44 main:574] : INFO : Epoch 2043 | loss: 0.031011 | val_loss: 0.0312436 | Time: 3286.89 ms [2022-03-12 12:58:47 main:574] : INFO : Epoch 2044 | loss: 0.0310288 | val_loss: 0.0313195 | Time: 3307.03 ms [2022-03-12 12:58:50 main:574] : INFO : Epoch 2045 | loss: 0.0310192 | val_loss: 0.0312925 | Time: 3264.7 ms [2022-03-12 12:58:54 main:574] : INFO : Epoch 2046 | loss: 0.0310204 | val_loss: 0.0312919 | Time: 3329.69 ms [2022-03-12 12:58:57 main:574] : INFO : Epoch 2047 | loss: 0.0310081 | val_loss: 0.0313067 | Time: 3397.3 ms [2022-03-12 12:59:00 main:574] : INFO : Epoch 2048 | loss: 0.0309974 | val_loss: 0.0312978 | Time: 3338.21 ms [2022-03-12 12:59:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312978 [2022-03-12 12:59:00 main:603] : INFO : Saving end state to config to file [2022-03-12 12:59:00 main:608] : INFO : Success, exiting.. 12:59:00 (13224): 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)