Task 12952430
| Name | ParityModified-1647040340-7803-0_0 |
| Workunit | 10084775 |
| Created | 11 Mar 2022, 23:12:24 UTC |
| Sent | 12 Mar 2022, 6:04:21 UTC |
| Report deadline | 20 Mar 2022, 6:04:21 UTC |
| Received | 12 Mar 2022, 8:33:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 52 min 36 sec |
| CPU time | 1 hours 49 min 54 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 | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310663 | val_loss: 0.0312172 | Time: 3289.66 ms
[2022-03-12 09:04:56 main:574] : INFO : Epoch 1543 | loss: 0.031068 | val_loss: 0.0312228 | Time: 3257.84 ms
[2022-03-12 09:05:00 main:574] : INFO : Epoch 1544 | loss: 0.0310702 | val_loss: 0.0312089 | Time: 3325.26 ms
[2022-03-12 09:05:03 main:574] : INFO : Epoch 1545 | loss: 0.0310653 | val_loss: 0.0312197 | Time: 3272.75 ms
[2022-03-12 09:05:06 main:574] : INFO : Epoch 1546 | loss: 0.0310642 | val_loss: 0.0312312 | Time: 3354.69 ms
[2022-03-12 09:05:10 main:574] : INFO : Epoch 1547 | loss: 0.0310612 | val_loss: 0.0312333 | Time: 3197.12 ms
[2022-03-12 09:05:13 main:574] : INFO : Epoch 1548 | loss: 0.031063 | val_loss: 0.0312167 | Time: 3239.12 ms
[2022-03-12 09:05:16 main:574] : INFO : Epoch 1549 | loss: 0.0310797 | val_loss: 0.0312046 | Time: 3313.32 ms
[2022-03-12 09:05:19 main:574] : INFO : Epoch 1550 | loss: 0.0310781 | val_loss: 0.0312057 | Time: 3260.51 ms
[2022-03-12 09:05:23 main:574] : INFO : Epoch 1551 | loss: 0.0310751 | val_loss: 0.0312269 | Time: 3334.95 ms
[2022-03-12 09:05:26 main:574] : INFO : Epoch 1552 | loss: 0.03107 | val_loss: 0.0312189 | Time: 3275.24 ms
[2022-03-12 09:05:29 main:574] : INFO : Epoch 1553 | loss: 0.0310648 | val_loss: 0.031225 | Time: 3284.53 ms
[2022-03-12 09:05:33 main:574] : INFO : Epoch 1554 | loss: 0.0310638 | val_loss: 0.0312152 | Time: 3270.86 ms
[2022-03-12 09:05:36 main:574] : INFO : Epoch 1555 | loss: 0.0310699 | val_loss: 0.0312183 | Time: 3319.22 ms
[2022-03-12 09:05:39 main:574] : INFO : Epoch 1556 | loss: 0.0310685 | val_loss: 0.0312265 | Time: 3317.04 ms
[2022-03-12 09:05:43 main:574] : INFO : Epoch 1557 | loss: 0.0310611 | val_loss: 0.0312066 | Time: 3294.12 ms
[2022-03-12 09:05:46 main:574] : INFO : Epoch 1558 | loss: 0.0310556 | val_loss: 0.0312179 | Time: 3289.45 ms
[2022-03-12 09:05:49 main:574] : INFO : Epoch 1559 | loss: 0.0310633 | val_loss: 0.031215 | Time: 3306.07 ms
[2022-03-12 09:05:52 main:574] : INFO : Epoch 1560 | loss: 0.03107 | val_loss: 0.0312206 | Time: 3288.61 ms
[2022-03-12 09:05:56 main:574] : INFO : Epoch 1561 | loss: 0.0310658 | val_loss: 0.0312154 | Time: 3287.77 ms
[2022-03-12 09:05:59 main:574] : INFO : Epoch 1562 | loss: 0.0310676 | val_loss: 0.03122 | Time: 3261.91 ms
[2022-03-12 09:06:02 main:574] : INFO : Epoch 1563 | loss: 0.031074 | val_loss: 0.0312053 | Time: 3308.67 ms
[2022-03-12 09:06:06 main:574] : INFO : Epoch 1564 | loss: 0.031072 | val_loss: 0.0312103 | Time: 3291.77 ms
[2022-03-12 09:06:09 main:574] : INFO : Epoch 1565 | loss: 0.031068 | val_loss: 0.0312072 | Time: 3294.45 ms
[2022-03-12 09:06:12 main:574] : INFO : Epoch 1566 | loss: 0.0310646 | val_loss: 0.0312171 | Time: 3308.55 ms
[2022-03-12 09:06:15 main:574] : INFO : Epoch 1567 | loss: 0.0310605 | val_loss: 0.0312264 | Time: 3288.83 ms
[2022-03-12 09:06:19 main:574] : INFO : Epoch 1568 | loss: 0.0310643 | val_loss: 0.0312082 | Time: 3258.94 ms
[2022-03-12 09:06:22 main:574] : INFO : Epoch 1569 | loss: 0.031075 | val_loss: 0.0312136 | Time: 3248.27 ms
[2022-03-12 09:06:25 main:574] : INFO : Epoch 1570 | loss: 0.0310731 | val_loss: 0.0312137 | Time: 3268.04 ms
[2022-03-12 09:06:29 main:574] : INFO : Epoch 1571 | loss: 0.0310672 | val_loss: 0.0312281 | Time: 3376.14 ms
[2022-03-12 09:06:32 main:574] : INFO : Epoch 1572 | loss: 0.0310781 | val_loss: 0.0312135 | Time: 3288.26 ms
[2022-03-12 09:06:35 main:574] : INFO : Epoch 1573 | loss: 0.0310738 | val_loss: 0.0312004 | Time: 3318.77 ms
[2022-03-12 09:06:39 main:574] : INFO : Epoch 1574 | loss: 0.0310791 | val_loss: 0.0312037 | Time: 3255.71 ms
[2022-03-12 09:06:42 main:574] : INFO : Epoch 1575 | loss: 0.0310849 | val_loss: 0.0312075 | Time: 3299.6 ms
[2022-03-12 09:06:45 main:574] : INFO : Epoch 1576 | loss: 0.0310714 | val_loss: 0.0312024 | Time: 3328.75 ms
[2022-03-12 09:06:48 main:574] : INFO : Epoch 1577 | loss: 0.0310678 | val_loss: 0.0312112 | Time: 3297.21 ms
[2022-03-12 09:06:52 main:574] : INFO : Epoch 1578 | loss: 0.0310701 | val_loss: 0.0312139 | Time: 3272.93 ms
[2022-03-12 09:06:55 main:574] : INFO : Epoch 1579 | loss: 0.0310765 | val_loss: 0.0312201 | Time: 3279.63 ms
[2022-03-12 09:06:58 main:574] : INFO : Epoch 1580 | loss: 0.0310733 | val_loss: 0.0312078 | Time: 3315.11 ms
[2022-03-12 09:07:02 main:574] : INFO : Epoch 1581 | loss: 0.0310767 | val_loss: 0.0312179 | Time: 3317.44 ms
[2022-03-12 09:07:05 main:574] : INFO : Epoch 1582 | loss: 0.0310691 | val_loss: 0.0312303 | Time: 3260.86 ms
[2022-03-12 09:07:08 main:574] : INFO : Epoch 1583 | loss: 0.0310668 | val_loss: 0.0312167 | Time: 3320.13 ms
[2022-03-12 09:07:12 main:574] : INFO : Epoch 1584 | loss: 0.0310656 | val_loss: 0.0312207 | Time: 3269.65 ms
[2022-03-12 09:07:15 main:574] : INFO : Epoch 1585 | loss: 0.0310675 | val_loss: 0.0312279 | Time: 3303.49 ms
[2022-03-12 09:07:18 main:574] : INFO : Epoch 1586 | loss: 0.0310633 | val_loss: 0.0312272 | Time: 3300.88 ms
[2022-03-12 09:07:21 main:574] : INFO : Epoch 1587 | loss: 0.0310677 | val_loss: 0.0312226 | Time: 3345.27 ms
[2022-03-12 09:07:25 main:574] : INFO : Epoch 1588 | loss: 0.0310701 | val_loss: 0.0312007 | Time: 3276.86 ms
[2022-03-12 09:07:28 main:574] : INFO : Epoch 1589 | loss: 0.0310678 | val_loss: 0.0312186 | Time: 3315.44 ms
[2022-03-12 09:07:31 main:574] : INFO : Epoch 1590 | loss: 0.0310639 | val_loss: 0.0312262 | Time: 3290.94 ms
[2022-03-12 09:07:35 main:574] : INFO : Epoch 1591 | loss: 0.0310585 | val_loss: 0.0312183 | Time: 3258.64 ms
[2022-03-12 09:07:38 main:574] : INFO : Epoch 1592 | loss: 0.0310618 | val_loss: 0.0312259 | Time: 3312.72 ms
[2022-03-12 09:07:41 main:574] : INFO : Epoch 1593 | loss: 0.0310619 | val_loss: 0.0312165 | Time: 3253.79 ms
[2022-03-12 09:07:45 main:574] : INFO : Epoch 1594 | loss: 0.0310629 | val_loss: 0.0312201 | Time: 3306.22 ms
[2022-03-12 09:07:48 main:574] : INFO : Epoch 1595 | loss: 0.0310627 | val_loss: 0.0312223 | Time: 3310.84 ms
[2022-03-12 09:07:51 main:574] : INFO : Epoch 1596 | loss: 0.0310619 | val_loss: 0.0312239 | Time: 3286.16 ms
[2022-03-12 09:07:54 main:574] : INFO : Epoch 1597 | loss: 0.0310649 | val_loss: 0.0312299 | Time: 3309.25 ms
[2022-03-12 09:07:58 main:574] : INFO : Epoch 1598 | loss: 0.0310603 | val_loss: 0.0312231 | Time: 3285.17 ms
[2022-03-12 09:08:01 main:574] : INFO : Epoch 1599 | loss: 0.0310615 | val_loss: 0.0312041 | Time: 3274.03 ms
[2022-03-12 09:08:04 main:574] : INFO : Epoch 1600 | loss: 0.0310621 | val_loss: 0.031212 | Time: 3295.7 ms
[2022-03-12 09:08:08 main:574] : INFO : Epoch 1601 | loss: 0.0310729 | val_loss: 0.0312214 | Time: 3312.73 ms
[2022-03-12 09:08:11 main:574] : INFO : Epoch 1602 | loss: 0.0310799 | val_loss: 0.0312165 | Time: 3340.53 ms
[2022-03-12 09:08:14 main:574] : INFO : Epoch 1603 | loss: 0.0310694 | val_loss: 0.0312149 | Time: 3269.63 ms
[2022-03-12 09:08:18 main:574] : INFO : Epoch 1604 | loss: 0.03108 | val_loss: 0.0312074 | Time: 3347.93 ms
[2022-03-12 09:08:21 main:574] : INFO : Epoch 1605 | loss: 0.0310783 | val_loss: 0.0312197 | Time: 3289.11 ms
[2022-03-12 09:08:24 main:574] : INFO : Epoch 1606 | loss: 0.0310782 | val_loss: 0.0312048 | Time: 3300.89 ms
[2022-03-12 09:08:27 main:574] : INFO : Epoch 1607 | loss: 0.0310741 | val_loss: 0.0312095 | Time: 3240.09 ms
[2022-03-12 09:08:31 main:574] : INFO : Epoch 1608 | loss: 0.0310643 | val_loss: 0.0312312 | Time: 3279.56 ms
[2022-03-12 09:08:34 main:574] : INFO : Epoch 1609 | loss: 0.0310635 | val_loss: 0.0312126 | Time: 3329.96 ms
[2022-03-12 09:08:37 main:574] : INFO : Epoch 1610 | loss: 0.0310593 | val_loss: 0.0312108 | Time: 3298.94 ms
[2022-03-12 09:08:41 main:574] : INFO : Epoch 1611 | loss: 0.0310619 | val_loss: 0.0312125 | Time: 3336.89 ms
[2022-03-12 09:08:44 main:574] : INFO : Epoch 1612 | loss: 0.0310621 | val_loss: 0.0312183 | Time: 3287.79 ms
[2022-03-12 09:08:47 main:574] : INFO : Epoch 1613 | loss: 0.0310646 | val_loss: 0.0312383 | Time: 3320.76 ms
[2022-03-12 09:08:51 main:574] : INFO : Epoch 1614 | loss: 0.0310625 | val_loss: 0.0312373 | Time: 3295.4 ms
[2022-03-12 09:08:54 main:574] : INFO : Epoch 1615 | loss: 0.0310634 | val_loss: 0.0312278 | Time: 3296.88 ms
[2022-03-12 09:08:57 main:574] : INFO : Epoch 1616 | loss: 0.0310616 | val_loss: 0.0312227 | Time: 3289.32 ms
[2022-03-12 09:09:00 main:574] : INFO : Epoch 1617 | loss: 0.0310699 | val_loss: 0.031221 | Time: 3304.27 ms
[2022-03-12 09:09:04 main:574] : INFO : Epoch 1618 | loss: 0.0310673 | val_loss: 0.0312174 | Time: 3245.14 ms
[2022-03-12 09:09:07 main:574] : INFO : Epoch 1619 | loss: 0.0310643 | val_loss: 0.0312197 | Time: 3281.04 ms
[2022-03-12 09:09:10 main:574] : INFO : Epoch 1620 | loss: 0.0310617 | val_loss: 0.0312216 | Time: 3327.63 ms
[2022-03-12 09:09:14 main:574] : INFO : Epoch 1621 | loss: 0.0310658 | val_loss: 0.031228 | Time: 3299.37 ms
[2022-03-12 09:09:17 main:574] : INFO : Epoch 1622 | loss: 0.0310626 | val_loss: 0.0312154 | Time: 3308.98 ms
[2022-03-12 09:09:20 main:574] : INFO : Epoch 1623 | loss: 0.0310649 | val_loss: 0.031223 | Time: 3272.68 ms
[2022-03-12 09:09:24 main:574] : INFO : Epoch 1624 | loss: 0.0310638 | val_loss: 0.0312155 | Time: 3275.85 ms
[2022-03-12 09:09:27 main:574] : INFO : Epoch 1625 | loss: 0.0310699 | val_loss: 0.03123 | Time: 3245.36 ms
[2022-03-12 09:09:30 main:574] : INFO : Epoch 1626 | loss: 0.0310682 | val_loss: 0.03121 | Time: 3266 ms
[2022-03-12 09:09:33 main:574] : INFO : Epoch 1627 | loss: 0.0310604 | val_loss: 0.0312278 | Time: 3286.51 ms
[2022-03-12 09:09:37 main:574] : INFO : Epoch 1628 | loss: 0.0310585 | val_loss: 0.0312174 | Time: 3283.27 ms
[2022-03-12 09:09:40 main:574] : INFO : Epoch 1629 | loss: 0.0310635 | val_loss: 0.031226 | Time: 3270.65 ms
[2022-03-12 09:09:43 main:574] : INFO : Epoch 1630 | loss: 0.0310706 | val_loss: 0.0312118 | Time: 3368.82 ms
[2022-03-12 09:09:47 main:574] : INFO : Epoch 1631 | loss: 0.0310717 | val_loss: 0.0312251 | Time: 3314.78 ms
[2022-03-12 09:09:50 main:574] : INFO : Epoch 1632 | loss: 0.0310762 | val_loss: 0.0312062 | Time: 3323.19 ms
[2022-03-12 09:09:53 main:574] : INFO : Epoch 1633 | loss: 0.0310748 | val_loss: 0.0312301 | Time: 3314.44 ms
[2022-03-12 09:09:57 main:574] : INFO : Epoch 1634 | loss: 0.0310676 | val_loss: 0.0312285 | Time: 3262.69 ms
[2022-03-12 09:10:00 main:574] : INFO : Epoch 1635 | loss: 0.0310682 | val_loss: 0.0312178 | Time: 3250.64 ms
[2022-03-12 09:10:03 main:574] : INFO : Epoch 1636 | loss: 0.0310671 | val_loss: 0.031211 | Time: 3267.75 ms
[2022-03-12 09:10:06 main:574] : INFO : Epoch 1637 | loss: 0.0310659 | val_loss: 0.0312121 | Time: 3266.89 ms
[2022-03-12 09:10:10 main:574] : INFO : Epoch 1638 | loss: 0.0310556 | val_loss: 0.0312065 | Time: 3252.54 ms
[2022-03-12 09:10:13 main:574] : INFO : Epoch 1639 | loss: 0.0310602 | val_loss: 0.0312127 | Time: 3285.98 ms
[2022-03-12 09:10:16 main:574] : INFO : Epoch 1640 | loss: 0.0310593 | val_loss: 0.0312168 | Time: 3288.99 ms
[2022-03-12 09:10:20 main:574] : INFO : Epoch 1641 | loss: 0.0310719 | val_loss: 0.0312161 | Time: 3385.12 ms
[2022-03-12 09:10:23 main:574] : INFO : Epoch 1642 | loss: 0.0310741 | val_loss: 0.0312154 | Time: 3254.32 ms
[2022-03-12 09:10:26 main:574] : INFO : Epoch 1643 | loss: 0.031067 | val_loss: 0.0312279 | Time: 3289.1 ms
[2022-03-12 09:10:29 main:574] : INFO : Epoch 1644 | loss: 0.0310569 | val_loss: 0.0312145 | Time: 3269.86 ms
[2022-03-12 09:10:33 main:574] : INFO : Epoch 1645 | loss: 0.0310522 | val_loss: 0.0312217 | Time: 3284.69 ms
[2022-03-12 09:10:36 main:574] : INFO : Epoch 1646 | loss: 0.0310552 | val_loss: 0.0312166 | Time: 3284.35 ms
[2022-03-12 09:10:39 main:574] : INFO : Epoch 1647 | loss: 0.0310528 | val_loss: 0.03123 | Time: 3311.64 ms
[2022-03-12 09:10:43 main:574] : INFO : Epoch 1648 | loss: 0.0310558 | val_loss: 0.0312242 | Time: 3308.02 ms
[2022-03-12 09:10:46 main:574] : INFO : Epoch 1649 | loss: 0.0310537 | val_loss: 0.0312239 | Time: 3270.66 ms
[2022-03-12 09:10:49 main:574] : INFO : Epoch 1650 | loss: 0.0310548 | val_loss: 0.0312167 | Time: 3241.69 ms
[2022-03-12 09:10:52 main:574] : INFO : Epoch 1651 | loss: 0.0310584 | val_loss: 0.0312233 | Time: 3282.04 ms
[2022-03-12 09:10:56 main:574] : INFO : Epoch 1652 | loss: 0.0310612 | val_loss: 0.0312282 | Time: 3281.62 ms
[2022-03-12 09:10:59 main:574] : INFO : Epoch 1653 | loss: 0.0310682 | val_loss: 0.031217 | Time: 3288.12 ms
[2022-03-12 09:11:02 main:574] : INFO : Epoch 1654 | loss: 0.0310673 | val_loss: 0.0312099 | Time: 3272.88 ms
[2022-03-12 09:11:05 main:574] : INFO : Epoch 1655 | loss: 0.0310641 | val_loss: 0.0312201 | Time: 3265.28 ms
[2022-03-12 09:11:09 main:574] : INFO : Epoch 1656 | loss: 0.031066 | val_loss: 0.0312203 | Time: 3280.56 ms
[2022-03-12 09:11:12 main:574] : INFO : Epoch 1657 | loss: 0.0310663 | val_loss: 0.0312174 | Time: 3285.58 ms
[2022-03-12 09:11:15 main:574] : INFO : Epoch 1658 | loss: 0.0310715 | val_loss: 0.0312099 | Time: 3283.89 ms
[2022-03-12 09:11:19 main:574] : INFO : Epoch 1659 | loss: 0.0310629 | val_loss: 0.0312274 | Time: 3316.97 ms
[2022-03-12 09:11:22 main:574] : INFO : Epoch 1660 | loss: 0.0310636 | val_loss: 0.0312155 | Time: 3285.59 ms
[2022-03-12 09:11:25 main:574] : INFO : Epoch 1661 | loss: 0.0310654 | val_loss: 0.0312151 | Time: 3295.58 ms
[2022-03-12 09:11:29 main:574] : INFO : Epoch 1662 | loss: 0.0310653 | val_loss: 0.0312095 | Time: 3266.15 ms
[2022-03-12 09:11:32 main:574] : INFO : Epoch 1663 | loss: 0.0310678 | val_loss: 0.0312175 | Time: 3345.94 ms
[2022-03-12 09:11:35 main:574] : INFO : Epoch 1664 | loss: 0.0310574 | val_loss: 0.0312282 | Time: 3334.42 ms
[2022-03-12 09:11:39 main:574] : INFO : Epoch 1665 | loss: 0.0310669 | val_loss: 0.0312186 | Time: 3360.48 ms
[2022-03-12 09:11:42 main:574] : INFO : Epoch 1666 | loss: 0.0310601 | val_loss: 0.0312128 | Time: 3237.46 ms
[2022-03-12 09:11:45 main:574] : INFO : Epoch 1667 | loss: 0.0310584 | val_loss: 0.0312196 | Time: 3315.94 ms
[2022-03-12 09:11:48 main:574] : INFO : Epoch 1668 | loss: 0.0310543 | val_loss: 0.0312157 | Time: 3245.48 ms
[2022-03-12 09:11:52 main:574] : INFO : Epoch 1669 | loss: 0.0310621 | val_loss: 0.0312223 | Time: 3258.05 ms
[2022-03-12 09:11:55 main:574] : INFO : Epoch 1670 | loss: 0.0310658 | val_loss: 0.0312427 | Time: 3284.22 ms
[2022-03-12 09:11:58 main:574] : INFO : Epoch 1671 | loss: 0.0310639 | val_loss: 0.0312288 | Time: 3314.25 ms
[2022-03-12 09:12:02 main:574] : INFO : Epoch 1672 | loss: 0.0310611 | val_loss: 0.0312301 | Time: 3274.32 ms
[2022-03-12 09:12:05 main:574] : INFO : Epoch 1673 | loss: 0.0310558 | val_loss: 0.0312332 | Time: 3296.6 ms
[2022-03-12 09:12:08 main:574] : INFO : Epoch 1674 | loss: 0.0310663 | val_loss: 0.0312185 | Time: 3305.09 ms
[2022-03-12 09:12:11 main:574] : INFO : Epoch 1675 | loss: 0.0310609 | val_loss: 0.0312174 | Time: 3351.64 ms
[2022-03-12 09:12:15 main:574] : INFO : Epoch 1676 | loss: 0.0310549 | val_loss: 0.0312255 | Time: 3260.25 ms
[2022-03-12 09:12:18 main:574] : INFO : Epoch 1677 | loss: 0.0310548 | val_loss: 0.0312313 | Time: 3305.27 ms
[2022-03-12 09:12:21 main:574] : INFO : Epoch 1678 | loss: 0.0310586 | val_loss: 0.0312277 | Time: 3288.33 ms
[2022-03-12 09:12:25 main:574] : INFO : Epoch 1679 | loss: 0.03106 | val_loss: 0.0312248 | Time: 3290.13 ms
[2022-03-12 09:12:28 main:574] : INFO : Epoch 1680 | loss: 0.0310605 | val_loss: 0.0312245 | Time: 3301.87 ms
[2022-03-12 09:12:31 main:574] : INFO : Epoch 1681 | loss: 0.0310546 | val_loss: 0.0312254 | Time: 3305.12 ms
[2022-03-12 09:12:35 main:574] : INFO : Epoch 1682 | loss: 0.031056 | val_loss: 0.0312178 | Time: 3325.02 ms
[2022-03-12 09:12:38 main:574] : INFO : Epoch 1683 | loss: 0.0310567 | val_loss: 0.0312341 | Time: 3332.48 ms
[2022-03-12 09:12:41 main:574] : INFO : Epoch 1684 | loss: 0.0310527 | val_loss: 0.0312245 | Time: 3303.15 ms
[2022-03-12 09:12:45 main:574] : INFO : Epoch 1685 | loss: 0.0310562 | val_loss: 0.0312144 | Time: 3293.21 ms
[2022-03-12 09:12:48 main:574] : INFO : Epoch 1686 | loss: 0.0310623 | val_loss: 0.0312291 | Time: 3262.9 ms
[2022-03-12 09:12:51 main:574] : INFO : Epoch 1687 | loss: 0.0310793 | val_loss: 0.0312198 | Time: 3297.87 ms
[2022-03-12 09:12:54 main:574] : INFO : Epoch 1688 | loss: 0.0310725 | val_loss: 0.0312244 | Time: 3319.42 ms
[2022-03-12 09:12:58 main:574] : INFO : Epoch 1689 | loss: 0.0310637 | val_loss: 0.0312043 | Time: 3334.37 ms
[2022-03-12 09:13:01 main:574] : INFO : Epoch 1690 | loss: 0.0310645 | val_loss: 0.031208 | Time: 3276.79 ms
[2022-03-12 09:13:04 main:574] : INFO : Epoch 1691 | loss: 0.0310658 | val_loss: 0.0312293 | Time: 3329.64 ms
[2022-03-12 09:13:08 main:574] : INFO : Epoch 1692 | loss: 0.031061 | val_loss: 0.0312252 | Time: 3279.23 ms
[2022-03-12 09:13:11 main:574] : INFO : Epoch 1693 | loss: 0.0310566 | val_loss: 0.0312427 | Time: 3287.78 ms
[2022-03-12 09:13:14 main:574] : INFO : Epoch 1694 | loss: 0.0310613 | val_loss: 0.0312116 | Time: 3259.18 ms
[2022-03-12 09:13:18 main:574] : INFO : Epoch 1695 | loss: 0.0310572 | val_loss: 0.0312222 | Time: 3320.31 ms
[2022-03-12 09:13:21 main:574] : INFO : Epoch 1696 | loss: 0.0310615 | val_loss: 0.031233 | Time: 3336.42 ms
[2022-03-12 09:13:24 main:574] : INFO : Epoch 1697 | loss: 0.0310575 | val_loss: 0.0312174 | Time: 3330.57 ms
[2022-03-12 09:13:28 main:574] : INFO : Epoch 1698 | loss: 0.0310598 | val_loss: 0.0312097 | Time: 3297.76 ms
[2022-03-12 09:13:31 main:574] : INFO : Epoch 1699 | loss: 0.0311089 | val_loss: 0.0311914 | Time: 3273.93 ms
[2022-03-12 09:13:34 main:574] : INFO : Epoch 1700 | loss: 0.0310944 | val_loss: 0.0312095 | Time: 3295.63 ms
[2022-03-12 09:13:37 main:574] : INFO : Epoch 1701 | loss: 0.0310761 | val_loss: 0.0312239 | Time: 3361.13 ms
[2022-03-12 09:13:41 main:574] : INFO : Epoch 1702 | loss: 0.0310618 | val_loss: 0.0312288 | Time: 3275.44 ms
[2022-03-12 09:13:44 main:574] : INFO : Epoch 1703 | loss: 0.0310566 | val_loss: 0.0312385 | Time: 3305.53 ms
[2022-03-12 09:13:47 main:574] : INFO : Epoch 1704 | loss: 0.0310545 | val_loss: 0.0312253 | Time: 3329.52 ms
[2022-03-12 09:13:51 main:574] : INFO : Epoch 1705 | loss: 0.0310551 | val_loss: 0.031238 | Time: 3349.5 ms
[2022-03-12 09:13:54 main:574] : INFO : Epoch 1706 | loss: 0.0310533 | val_loss: 0.0312266 | Time: 3267.97 ms
[2022-03-12 09:13:57 main:574] : INFO : Epoch 1707 | loss: 0.0310493 | val_loss: 0.0312281 | Time: 3274.84 ms
[2022-03-12 09:14:01 main:574] : INFO : Epoch 1708 | loss: 0.0310467 | val_loss: 0.0312199 | Time: 3307.8 ms
[2022-03-12 09:14:04 main:574] : INFO : Epoch 1709 | loss: 0.0310471 | val_loss: 0.0312477 | Time: 3310 ms
[2022-03-12 09:14:07 main:574] : INFO : Epoch 1710 | loss: 0.0310699 | val_loss: 0.0312136 | Time: 3272.43 ms
[2022-03-12 09:14:11 main:574] : INFO : Epoch 1711 | loss: 0.0310748 | val_loss: 0.0312117 | Time: 3371.88 ms
[2022-03-12 09:14:14 main:574] : INFO : Epoch 1712 | loss: 0.0310733 | val_loss: 0.0312123 | Time: 3308.16 ms
[2022-03-12 09:14:17 main:574] : INFO : Epoch 1713 | loss: 0.0310614 | val_loss: 0.0312161 | Time: 3289.68 ms
[2022-03-12 09:14:20 main:574] : INFO : Epoch 1714 | loss: 0.0310505 | val_loss: 0.0312361 | Time: 3307.68 ms
[2022-03-12 09:14:24 main:574] : INFO : Epoch 1715 | loss: 0.031049 | val_loss: 0.0312251 | Time: 3307.3 ms
[2022-03-12 09:14:27 main:574] : INFO : Epoch 1716 | loss: 0.0310463 | val_loss: 0.0312379 | Time: 3303.16 ms
[2022-03-12 09:14:30 main:574] : INFO : Epoch 1717 | loss: 0.0310468 | val_loss: 0.0312365 | Time: 3285.08 ms
[2022-03-12 09:14:34 main:574] : INFO : Epoch 1718 | loss: 0.0310503 | val_loss: 0.031224 | Time: 3263.62 ms
[2022-03-12 09:14:37 main:574] : INFO : Epoch 1719 | loss: 0.0310558 | val_loss: 0.0312356 | Time: 3287.33 ms
[2022-03-12 09:14:40 main:574] : INFO : Epoch 1720 | loss: 0.0310506 | val_loss: 0.03122 | Time: 3278.88 ms
[2022-03-12 09:14:44 main:574] : INFO : Epoch 1721 | loss: 0.0310508 | val_loss: 0.0312234 | Time: 3296.51 ms
[2022-03-12 09:14:47 main:574] : INFO : Epoch 1722 | loss: 0.0310567 | val_loss: 0.0312088 | Time: 3297.09 ms
[2022-03-12 09:14:50 main:574] : INFO : Epoch 1723 | loss: 0.0310671 | val_loss: 0.0312371 | Time: 3242.68 ms
[2022-03-12 09:14:53 main:574] : INFO : Epoch 1724 | loss: 0.0310635 | val_loss: 0.031215 | Time: 3303.4 ms
[2022-03-12 09:14:57 main:574] : INFO : Epoch 1725 | loss: 0.0310633 | val_loss: 0.0312173 | Time: 3282.57 ms
[2022-03-12 09:15:00 main:574] : INFO : Epoch 1726 | loss: 0.03106 | val_loss: 0.0312269 | Time: 3289.41 ms
[2022-03-12 09:15:03 main:574] : INFO : Epoch 1727 | loss: 0.0310596 | val_loss: 0.0312242 | Time: 3323.2 ms
[2022-03-12 09:15:07 main:574] : INFO : Epoch 1728 | loss: 0.0310541 | val_loss: 0.0312166 | Time: 3269 ms
[2022-03-12 09:15:10 main:574] : INFO : Epoch 1729 | loss: 0.0310602 | val_loss: 0.0312092 | Time: 3269.57 ms
[2022-03-12 09:15:13 main:574] : INFO : Epoch 1730 | loss: 0.0310544 | val_loss: 0.0312221 | Time: 3313.97 ms
[2022-03-12 09:15:16 main:574] : INFO : Epoch 1731 | loss: 0.0310478 | val_loss: 0.0312296 | Time: 3294.14 ms
[2022-03-12 09:15:20 main:574] : INFO : Epoch 1732 | loss: 0.0310524 | val_loss: 0.0312409 | Time: 3260.31 ms
[2022-03-12 09:15:23 main:574] : INFO : Epoch 1733 | loss: 0.0310513 | val_loss: 0.0312235 | Time: 3318.94 ms
[2022-03-12 09:15:26 main:574] : INFO : Epoch 1734 | loss: 0.0310559 | val_loss: 0.0312272 | Time: 3243.01 ms
[2022-03-12 09:15:30 main:574] : INFO : Epoch 1735 | loss: 0.0310572 | val_loss: 0.0312425 | Time: 3323.62 ms
[2022-03-12 09:15:33 main:574] : INFO : Epoch 1736 | loss: 0.031056 | val_loss: 0.0312272 | Time: 3236.99 ms
[2022-03-12 09:15:36 main:574] : INFO : Epoch 1737 | loss: 0.0310475 | val_loss: 0.0312349 | Time: 3328.57 ms
[2022-03-12 09:15:39 main:574] : INFO : Epoch 1738 | loss: 0.0310453 | val_loss: 0.0312252 | Time: 3275.63 ms
[2022-03-12 09:15:43 main:574] : INFO : Epoch 1739 | loss: 0.0310485 | val_loss: 0.0312402 | Time: 3371.49 ms
[2022-03-12 09:15:46 main:574] : INFO : Epoch 1740 | loss: 0.0310554 | val_loss: 0.031239 | Time: 3249.53 ms
[2022-03-12 09:15:49 main:574] : INFO : Epoch 1741 | loss: 0.0310578 | val_loss: 0.0312379 | Time: 3267.39 ms
[2022-03-12 09:15:53 main:574] : INFO : Epoch 1742 | loss: 0.0310519 | val_loss: 0.0312274 | Time: 3252.09 ms
[2022-03-12 09:15:56 main:574] : INFO : Epoch 1743 | loss: 0.0310515 | val_loss: 0.0312231 | Time: 3278.39 ms
[2022-03-12 09:15:59 main:574] : INFO : Epoch 1744 | loss: 0.0310603 | val_loss: 0.0312159 | Time: 3294.55 ms
[2022-03-12 09:16:02 main:574] : INFO : Epoch 1745 | loss: 0.0310575 | val_loss: 0.0312359 | Time: 3263.45 ms
[2022-03-12 09:16:06 main:574] : INFO : Epoch 1746 | loss: 0.0310594 | val_loss: 0.0312368 | Time: 3272.37 ms
[2022-03-12 09:16:09 main:574] : INFO : Epoch 1747 | loss: 0.0310545 | val_loss: 0.03125 | Time: 3278.65 ms
[2022-03-12 09:16:12 main:574] : INFO : Epoch 1748 | loss: 0.0310723 | val_loss: 0.0312162 | Time: 3265.88 ms
[2022-03-12 09:16:16 main:574] : INFO : Epoch 1749 | loss: 0.0310673 | val_loss: 0.0312153 | Time: 3287.06 ms
[2022-03-12 09:16:19 main:574] : INFO : Epoch 1750 | loss: 0.0310786 | val_loss: 0.0312163 | Time: 3265.81 ms
[2022-03-12 09:16:22 main:574] : INFO : Epoch 1751 | loss: 0.0310799 | val_loss: 0.0312187 | Time: 3293.86 ms
[2022-03-12 09:16:25 main:574] : INFO : Epoch 1752 | loss: 0.0310685 | val_loss: 0.0312206 | Time: 3291.63 ms
[2022-03-12 09:16:29 main:574] : INFO : Epoch 1753 | loss: 0.0310645 | val_loss: 0.03123 | Time: 3330.82 ms
[2022-03-12 09:16:32 main:574] : INFO : Epoch 1754 | loss: 0.0310695 | val_loss: 0.0312149 | Time: 3297.59 ms
[2022-03-12 09:16:35 main:574] : INFO : Epoch 1755 | loss: 0.0310753 | val_loss: 0.0312165 | Time: 3315.02 ms
[2022-03-12 09:16:39 main:574] : INFO : Epoch 1756 | loss: 0.0310699 | val_loss: 0.0312273 | Time: 3286.33 ms
[2022-03-12 09:16:42 main:574] : INFO : Epoch 1757 | loss: 0.0310613 | val_loss: 0.0312309 | Time: 3281.77 ms
[2022-03-12 09:16:45 main:574] : INFO : Epoch 1758 | loss: 0.0310536 | val_loss: 0.0312294 | Time: 3257.28 ms
[2022-03-12 09:16:49 main:574] : INFO : Epoch 1759 | loss: 0.0310567 | val_loss: 0.0312159 | Time: 3297.67 ms
[2022-03-12 09:16:52 main:574] : INFO : Epoch 1760 | loss: 0.0310622 | val_loss: 0.0312076 | Time: 3266.6 ms
[2022-03-12 09:16:55 main:574] : INFO : Epoch 1761 | loss: 0.0310725 | val_loss: 0.0312226 | Time: 3336.53 ms
[2022-03-12 09:16:58 main:574] : INFO : Epoch 1762 | loss: 0.0311582 | val_loss: 0.0313563 | Time: 3252.81 ms
[2022-03-12 09:17:02 main:574] : INFO : Epoch 1763 | loss: 0.0312467 | val_loss: 0.0312246 | Time: 3334.34 ms
[2022-03-12 09:17:05 main:574] : INFO : Epoch 1764 | loss: 0.0311553 | val_loss: 0.0312148 | Time: 3285.11 ms
[2022-03-12 09:17:08 main:574] : INFO : Epoch 1765 | loss: 0.0310956 | val_loss: 0.0312117 | Time: 3363.36 ms
[2022-03-12 09:17:12 main:574] : INFO : Epoch 1766 | loss: 0.0310804 | val_loss: 0.0312257 | Time: 3223 ms
[2022-03-12 09:17:15 main:574] : INFO : Epoch 1767 | loss: 0.0310659 | val_loss: 0.0312305 | Time: 3298.51 ms
[2022-03-12 09:17:18 main:574] : INFO : Epoch 1768 | loss: 0.031068 | val_loss: 0.0312142 | Time: 3274.47 ms
[2022-03-12 09:17:22 main:574] : INFO : Epoch 1769 | loss: 0.0310587 | val_loss: 0.0312191 | Time: 3338.31 ms
[2022-03-12 09:17:25 main:574] : INFO : Epoch 1770 | loss: 0.0310568 | val_loss: 0.0312223 | Time: 3273.57 ms
[2022-03-12 09:17:28 main:574] : INFO : Epoch 1771 | loss: 0.0310592 | val_loss: 0.0312256 | Time: 3274.69 ms
[2022-03-12 09:17:31 main:574] : INFO : Epoch 1772 | loss: 0.0310584 | val_loss: 0.031225 | Time: 3274.24 ms
[2022-03-12 09:17:35 main:574] : INFO : Epoch 1773 | loss: 0.0310737 | val_loss: 0.0312284 | Time: 3343.06 ms
[2022-03-12 09:17:38 main:574] : INFO : Epoch 1774 | loss: 0.0310653 | val_loss: 0.0312187 | Time: 3283.51 ms
[2022-03-12 09:17:41 main:574] : INFO : Epoch 1775 | loss: 0.0310553 | val_loss: 0.0312349 | Time: 3305.32 ms
[2022-03-12 09:17:45 main:574] : INFO : Epoch 1776 | loss: 0.0310517 | val_loss: 0.0312231 | Time: 3264.44 ms
[2022-03-12 09:17:48 main:574] : INFO : Epoch 1777 | loss: 0.0310536 | val_loss: 0.0312202 | Time: 3331.77 ms
[2022-03-12 09:17:51 main:574] : INFO : Epoch 1778 | loss: 0.031051 | val_loss: 0.0312296 | Time: 3301.98 ms
[2022-03-12 09:17:55 main:574] : INFO : Epoch 1779 | loss: 0.0310528 | val_loss: 0.0312349 | Time: 3342.82 ms
[2022-03-12 09:17:58 main:574] : INFO : Epoch 1780 | loss: 0.0310517 | val_loss: 0.0312381 | Time: 3289.7 ms
[2022-03-12 09:18:01 main:574] : INFO : Epoch 1781 | loss: 0.0310493 | val_loss: 0.0312325 | Time: 3294.78 ms
[2022-03-12 09:18:05 main:574] : INFO : Epoch 1782 | loss: 0.031047 | val_loss: 0.0312168 | Time: 3370.63 ms
[2022-03-12 09:18:08 main:574] : INFO : Epoch 1783 | loss: 0.0310461 | val_loss: 0.0312324 | Time: 3319.73 ms
[2022-03-12 09:18:11 main:574] : INFO : Epoch 1784 | loss: 0.0310565 | val_loss: 0.0312254 | Time: 3293.15 ms
[2022-03-12 09:18:14 main:574] : INFO : Epoch 1785 | loss: 0.0310539 | val_loss: 0.0312378 | Time: 3295.09 ms
[2022-03-12 09:18:18 main:574] : INFO : Epoch 1786 | loss: 0.0310544 | val_loss: 0.0312165 | Time: 3296.73 ms
[2022-03-12 09:18:21 main:574] : INFO : Epoch 1787 | loss: 0.0310589 | val_loss: 0.0312137 | Time: 3293.06 ms
[2022-03-12 09:18:24 main:574] : INFO : Epoch 1788 | loss: 0.0310598 | val_loss: 0.0312265 | Time: 3302.12 ms
[2022-03-12 09:18:28 main:574] : INFO : Epoch 1789 | loss: 0.0310543 | val_loss: 0.0312353 | Time: 3330.92 ms
[2022-03-12 09:18:31 main:574] : INFO : Epoch 1790 | loss: 0.031046 | val_loss: 0.031232 | Time: 3280 ms
[2022-03-12 09:18:34 main:574] : INFO : Epoch 1791 | loss: 0.0310485 | val_loss: 0.0312411 | Time: 3298.28 ms
[2022-03-12 09:18:38 main:574] : INFO : Epoch 1792 | loss: 0.0310495 | val_loss: 0.0312235 | Time: 3310.91 ms
[2022-03-12 09:18:41 main:574] : INFO : Epoch 1793 | loss: 0.0310504 | val_loss: 0.03124 | Time: 3254.24 ms
[2022-03-12 09:18:44 main:574] : INFO : Epoch 1794 | loss: 0.0310636 | val_loss: 0.0312253 | Time: 3308.56 ms
[2022-03-12 09:18:47 main:574] : INFO : Epoch 1795 | loss: 0.031057 | val_loss: 0.0312409 | Time: 3352.75 ms
[2022-03-12 09:18:51 main:574] : INFO : Epoch 1796 | loss: 0.0310542 | val_loss: 0.0312326 | Time: 3256.98 ms
[2022-03-12 09:18:54 main:574] : INFO : Epoch 1797 | loss: 0.0310489 | val_loss: 0.0312295 | Time: 3273.41 ms
[2022-03-12 09:18:57 main:574] : INFO : Epoch 1798 | loss: 0.0310466 | val_loss: 0.031228 | Time: 3334.5 ms
[2022-03-12 09:19:01 main:574] : INFO : Epoch 1799 | loss: 0.0310471 | val_loss: 0.0312303 | Time: 3313.63 ms
[2022-03-12 09:19:04 main:574] : INFO : Epoch 1800 | loss: 0.0310515 | val_loss: 0.0312301 | Time: 3513.88 ms
[2022-03-12 09:19:07 main:574] : INFO : Epoch 1801 | loss: 0.0310527 | val_loss: 0.0312418 | Time: 3271.47 ms
[2022-03-12 09:19:11 main:574] : INFO : Epoch 1802 | loss: 0.0310562 | val_loss: 0.031225 | Time: 3280.6 ms
[2022-03-12 09:19:14 main:574] : INFO : Epoch 1803 | loss: 0.0310825 | val_loss: 0.0312028 | Time: 3290.57 ms
[2022-03-12 09:19:17 main:574] : INFO : Epoch 1804 | loss: 0.0311648 | val_loss: 0.031191 | Time: 3338.29 ms
[2022-03-12 09:19:21 main:574] : INFO : Epoch 1805 | loss: 0.0311522 | val_loss: 0.0311829 | Time: 3287.31 ms
[2022-03-12 09:19:24 main:574] : INFO : Epoch 1806 | loss: 0.0311373 | val_loss: 0.0311877 | Time: 3277.07 ms
[2022-03-12 09:19:27 main:574] : INFO : Epoch 1807 | loss: 0.0311273 | val_loss: 0.0311947 | Time: 3318.59 ms
[2022-03-12 09:19:31 main:574] : INFO : Epoch 1808 | loss: 0.0311176 | val_loss: 0.0311999 | Time: 3231.8 ms
[2022-03-12 09:19:34 main:574] : INFO : Epoch 1809 | loss: 0.0311102 | val_loss: 0.0311928 | Time: 3261.16 ms
[2022-03-12 09:19:37 main:574] : INFO : Epoch 1810 | loss: 0.0311024 | val_loss: 0.0311976 | Time: 3335.54 ms
[2022-03-12 09:19:40 main:574] : INFO : Epoch 1811 | loss: 0.0310967 | val_loss: 0.0312146 | Time: 3320.95 ms
[2022-03-12 09:19:44 main:574] : INFO : Epoch 1812 | loss: 0.0310891 | val_loss: 0.0312009 | Time: 3289.48 ms
[2022-03-12 09:19:47 main:574] : INFO : Epoch 1813 | loss: 0.0310876 | val_loss: 0.0312144 | Time: 3242.95 ms
[2022-03-12 09:19:50 main:574] : INFO : Epoch 1814 | loss: 0.0310819 | val_loss: 0.0312139 | Time: 3280.7 ms
[2022-03-12 09:19:54 main:574] : INFO : Epoch 1815 | loss: 0.0310775 | val_loss: 0.0312262 | Time: 3297.11 ms
[2022-03-12 09:19:57 main:574] : INFO : Epoch 1816 | loss: 0.0310734 | val_loss: 0.0312066 | Time: 3318.41 ms
[2022-03-12 09:20:00 main:574] : INFO : Epoch 1817 | loss: 0.0310708 | val_loss: 0.0312219 | Time: 3341.53 ms
[2022-03-12 09:20:04 main:574] : INFO : Epoch 1818 | loss: 0.0310719 | val_loss: 0.0312153 | Time: 3275.41 ms
[2022-03-12 09:20:07 main:574] : INFO : Epoch 1819 | loss: 0.031067 | val_loss: 0.0312095 | Time: 3299.85 ms
[2022-03-12 09:20:10 main:574] : INFO : Epoch 1820 | loss: 0.031064 | val_loss: 0.0312261 | Time: 3289.24 ms
[2022-03-12 09:20:13 main:574] : INFO : Epoch 1821 | loss: 0.0310637 | val_loss: 0.0312195 | Time: 3278.56 ms
[2022-03-12 09:20:17 main:574] : INFO : Epoch 1822 | loss: 0.0310642 | val_loss: 0.0312192 | Time: 3301.75 ms
[2022-03-12 09:20:20 main:574] : INFO : Epoch 1823 | loss: 0.0310626 | val_loss: 0.0312258 | Time: 3344 ms
[2022-03-12 09:20:23 main:574] : INFO : Epoch 1824 | loss: 0.031063 | val_loss: 0.0312192 | Time: 3287.86 ms
[2022-03-12 09:20:27 main:574] : INFO : Epoch 1825 | loss: 0.0310675 | val_loss: 0.0312324 | Time: 3273.34 ms
[2022-03-12 09:20:30 main:574] : INFO : Epoch 1826 | loss: 0.0310608 | val_loss: 0.0312164 | Time: 3313.62 ms
[2022-03-12 09:20:33 main:574] : INFO : Epoch 1827 | loss: 0.0310563 | val_loss: 0.0312398 | Time: 3272.94 ms
[2022-03-12 09:20:37 main:574] : INFO : Epoch 1828 | loss: 0.0310632 | val_loss: 0.0312125 | Time: 3258.17 ms
[2022-03-12 09:20:40 main:574] : INFO : Epoch 1829 | loss: 0.0310642 | val_loss: 0.0312257 | Time: 3253.66 ms
[2022-03-12 09:20:43 main:574] : INFO : Epoch 1830 | loss: 0.031059 | val_loss: 0.0312297 | Time: 3248.99 ms
[2022-03-12 09:20:46 main:574] : INFO : Epoch 1831 | loss: 0.0310574 | val_loss: 0.0312216 | Time: 3354.3 ms
[2022-03-12 09:20:50 main:574] : INFO : Epoch 1832 | loss: 0.0310578 | val_loss: 0.0312147 | Time: 3309.08 ms
[2022-03-12 09:20:53 main:574] : INFO : Epoch 1833 | loss: 0.0310552 | val_loss: 0.0312319 | Time: 3285.09 ms
[2022-03-12 09:20:56 main:574] : INFO : Epoch 1834 | loss: 0.031055 | val_loss: 0.0312071 | Time: 3240.6 ms
[2022-03-12 09:21:00 main:574] : INFO : Epoch 1835 | loss: 0.0310494 | val_loss: 0.0312482 | Time: 3286.11 ms
[2022-03-12 09:21:03 main:574] : INFO : Epoch 1836 | loss: 0.0310516 | val_loss: 0.0312305 | Time: 3235.02 ms
[2022-03-12 09:21:06 main:574] : INFO : Epoch 1837 | loss: 0.0310541 | val_loss: 0.0312421 | Time: 3285.07 ms
[2022-03-12 09:21:09 main:574] : INFO : Epoch 1838 | loss: 0.0310531 | val_loss: 0.0312214 | Time: 3257.34 ms
[2022-03-12 09:21:13 main:574] : INFO : Epoch 1839 | loss: 0.0310489 | val_loss: 0.0312299 | Time: 3324.26 ms
[2022-03-12 09:21:16 main:574] : INFO : Epoch 1840 | loss: 0.0310619 | val_loss: 0.0312219 | Time: 3267.37 ms
[2022-03-12 09:21:19 main:574] : INFO : Epoch 1841 | loss: 0.0310603 | val_loss: 0.0312273 | Time: 3321.3 ms
[2022-03-12 09:21:23 main:574] : INFO : Epoch 1842 | loss: 0.0310571 | val_loss: 0.031234 | Time: 3282.13 ms
[2022-03-12 09:21:26 main:574] : INFO : Epoch 1843 | loss: 0.0310494 | val_loss: 0.031241 | Time: 3308.21 ms
[2022-03-12 09:21:29 main:574] : INFO : Epoch 1844 | loss: 0.0310488 | val_loss: 0.0312374 | Time: 3310.24 ms
[2022-03-12 09:21:32 main:574] : INFO : Epoch 1845 | loss: 0.0310515 | val_loss: 0.0312307 | Time: 3280.94 ms
[2022-03-12 09:21:36 main:574] : INFO : Epoch 1846 | loss: 0.0310535 | val_loss: 0.0312312 | Time: 3310.32 ms
[2022-03-12 09:21:39 main:574] : INFO : Epoch 1847 | loss: 0.0310474 | val_loss: 0.0312246 | Time: 3282.72 ms
[2022-03-12 09:21:42 main:574] : INFO : Epoch 1848 | loss: 0.0310512 | val_loss: 0.0312307 | Time: 3245.03 ms
[2022-03-12 09:21:46 main:574] : INFO : Epoch 1849 | loss: 0.0310551 | val_loss: 0.0312219 | Time: 3332.14 ms
[2022-03-12 09:21:49 main:574] : INFO : Epoch 1850 | loss: 0.0310534 | val_loss: 0.0312314 | Time: 3254.97 ms
[2022-03-12 09:21:52 main:574] : INFO : Epoch 1851 | loss: 0.0310511 | val_loss: 0.0312269 | Time: 3302 ms
[2022-03-12 09:21:55 main:574] : INFO : Epoch 1852 | loss: 0.0310502 | val_loss: 0.0312318 | Time: 3333.85 ms
[2022-03-12 09:21:59 main:574] : INFO : Epoch 1853 | loss: 0.0310529 | val_loss: 0.0312279 | Time: 3272.95 ms
[2022-03-12 09:22:02 main:574] : INFO : Epoch 1854 | loss: 0.0310595 | val_loss: 0.0312279 | Time: 3315.17 ms
[2022-03-12 09:22:05 main:574] : INFO : Epoch 1855 | loss: 0.0310544 | val_loss: 0.0312269 | Time: 3275.76 ms
[2022-03-12 09:22:09 main:574] : INFO : Epoch 1856 | loss: 0.0310553 | val_loss: 0.0312227 | Time: 3312.12 ms
[2022-03-12 09:22:12 main:574] : INFO : Epoch 1857 | loss: 0.0310553 | val_loss: 0.0312245 | Time: 3307.85 ms
[2022-03-12 09:22:15 main:574] : INFO : Epoch 1858 | loss: 0.0310682 | val_loss: 0.0312184 | Time: 3307.92 ms
[2022-03-12 09:22:19 main:574] : INFO : Epoch 1859 | loss: 0.0310702 | val_loss: 0.0312336 | Time: 3279.08 ms
[2022-03-12 09:22:22 main:574] : INFO : Epoch 1860 | loss: 0.0310637 | val_loss: 0.0312233 | Time: 3323.45 ms
[2022-03-12 09:22:25 main:574] : INFO : Epoch 1861 | loss: 0.0310582 | val_loss: 0.031237 | Time: 3253.08 ms
[2022-03-12 09:22:28 main:574] : INFO : Epoch 1862 | loss: 0.0310516 | val_loss: 0.031215 | Time: 3283.61 ms
[2022-03-12 09:22:32 main:574] : INFO : Epoch 1863 | loss: 0.0310478 | val_loss: 0.0312347 | Time: 3283.09 ms
[2022-03-12 09:22:35 main:574] : INFO : Epoch 1864 | loss: 0.0310485 | val_loss: 0.0312381 | Time: 3362.41 ms
[2022-03-12 09:22:38 main:574] : INFO : Epoch 1865 | loss: 0.0310459 | val_loss: 0.0312345 | Time: 3270.16 ms
[2022-03-12 09:22:42 main:574] : INFO : Epoch 1866 | loss: 0.0310541 | val_loss: 0.0312396 | Time: 3290.56 ms
[2022-03-12 09:22:45 main:574] : INFO : Epoch 1867 | loss: 0.0310564 | val_loss: 0.0312243 | Time: 3249.95 ms
[2022-03-12 09:22:48 main:574] : INFO : Epoch 1868 | loss: 0.0310485 | val_loss: 0.0312455 | Time: 3335.27 ms
[2022-03-12 09:22:52 main:574] : INFO : Epoch 1869 | loss: 0.0310562 | val_loss: 0.0312385 | Time: 3289.36 ms
[2022-03-12 09:22:55 main:574] : INFO : Epoch 1870 | loss: 0.031097 | val_loss: 0.0312036 | Time: 3277.91 ms
[2022-03-12 09:22:58 main:574] : INFO : Epoch 1871 | loss: 0.0311009 | val_loss: 0.0312112 | Time: 3268.74 ms
[2022-03-12 09:23:01 main:574] : INFO : Epoch 1872 | loss: 0.0310883 | val_loss: 0.0312167 | Time: 3326.19 ms
[2022-03-12 09:23:05 main:574] : INFO : Epoch 1873 | loss: 0.0310731 | val_loss: 0.0312279 | Time: 3314.39 ms
[2022-03-12 09:23:08 main:574] : INFO : Epoch 1874 | loss: 0.0310634 | val_loss: 0.0312354 | Time: 3232.21 ms
[2022-03-12 09:23:11 main:574] : INFO : Epoch 1875 | loss: 0.0310667 | val_loss: 0.0312339 | Time: 3274.07 ms
[2022-03-12 09:23:15 main:574] : INFO : Epoch 1876 | loss: 0.0310623 | val_loss: 0.0312234 | Time: 3267.09 ms
[2022-03-12 09:23:18 main:574] : INFO : Epoch 1877 | loss: 0.0310503 | val_loss: 0.0312326 | Time: 3283.97 ms
[2022-03-12 09:23:21 main:574] : INFO : Epoch 1878 | loss: 0.0310437 | val_loss: 0.0312503 | Time: 3338.21 ms
[2022-03-12 09:23:25 main:574] : INFO : Epoch 1879 | loss: 0.0310444 | val_loss: 0.0312359 | Time: 3336.13 ms
[2022-03-12 09:23:28 main:574] : INFO : Epoch 1880 | loss: 0.0310436 | val_loss: 0.0312338 | Time: 3311.7 ms
[2022-03-12 09:23:31 main:574] : INFO : Epoch 1881 | loss: 0.031049 | val_loss: 0.0312186 | Time: 3249.64 ms
[2022-03-12 09:23:34 main:574] : INFO : Epoch 1882 | loss: 0.0310448 | val_loss: 0.031226 | Time: 3289.28 ms
[2022-03-12 09:23:38 main:574] : INFO : Epoch 1883 | loss: 0.0310494 | val_loss: 0.0312222 | Time: 3302.77 ms
[2022-03-12 09:23:41 main:574] : INFO : Epoch 1884 | loss: 0.031046 | val_loss: 0.0312321 | Time: 3357.16 ms
[2022-03-12 09:23:44 main:574] : INFO : Epoch 1885 | loss: 0.031053 | val_loss: 0.0312345 | Time: 3253.26 ms
[2022-03-12 09:23:48 main:574] : INFO : Epoch 1886 | loss: 0.0310511 | val_loss: 0.0312182 | Time: 3302.04 ms
[2022-03-12 09:23:51 main:574] : INFO : Epoch 1887 | loss: 0.0310504 | val_loss: 0.0312307 | Time: 3298.08 ms
[2022-03-12 09:23:54 main:574] : INFO : Epoch 1888 | loss: 0.0310551 | val_loss: 0.0312158 | Time: 3306.75 ms
[2022-03-12 09:23:58 main:574] : INFO : Epoch 1889 | loss: 0.0310629 | val_loss: 0.0312338 | Time: 3284.67 ms
[2022-03-12 09:24:01 main:574] : INFO : Epoch 1890 | loss: 0.0310539 | val_loss: 0.0312221 | Time: 3280.84 ms
[2022-03-12 09:24:04 main:574] : INFO : Epoch 1891 | loss: 0.0310628 | val_loss: 0.0312128 | Time: 3266.95 ms
[2022-03-12 09:24:07 main:574] : INFO : Epoch 1892 | loss: 0.0310605 | val_loss: 0.0312324 | Time: 3305.65 ms
[2022-03-12 09:24:11 main:574] : INFO : Epoch 1893 | loss: 0.0310507 | val_loss: 0.0312234 | Time: 3294.28 ms
[2022-03-12 09:24:14 main:574] : INFO : Epoch 1894 | loss: 0.0310543 | val_loss: 0.0312226 | Time: 3289.62 ms
[2022-03-12 09:24:17 main:574] : INFO : Epoch 1895 | loss: 0.0310454 | val_loss: 0.0312358 | Time: 3288.94 ms
[2022-03-12 09:24:21 main:574] : INFO : Epoch 1896 | loss: 0.031046 | val_loss: 0.0312231 | Time: 3272.84 ms
[2022-03-12 09:24:24 main:574] : INFO : Epoch 1897 | loss: 0.0310482 | val_loss: 0.0312356 | Time: 3267.88 ms
[2022-03-12 09:24:27 main:574] : INFO : Epoch 1898 | loss: 0.0310469 | val_loss: 0.0312363 | Time: 3266.44 ms
[2022-03-12 09:24:30 main:574] : INFO : Epoch 1899 | loss: 0.0310558 | val_loss: 0.0312173 | Time: 3329.87 ms
[2022-03-12 09:24:34 main:574] : INFO : Epoch 1900 | loss: 0.0310491 | val_loss: 0.0312491 | Time: 3283.42 ms
[2022-03-12 09:24:37 main:574] : INFO : Epoch 1901 | loss: 0.0310458 | val_loss: 0.0312203 | Time: 3272.59 ms
[2022-03-12 09:24:40 main:574] : INFO : Epoch 1902 | loss: 0.0310403 | val_loss: 0.0312441 | Time: 3285.42 ms
[2022-03-12 09:24:44 main:574] : INFO : Epoch 1903 | loss: 0.0310517 | val_loss: 0.0312305 | Time: 3329.7 ms
[2022-03-12 09:24:47 main:574] : INFO : Epoch 1904 | loss: 0.0310703 | val_loss: 0.0312225 | Time: 3325.46 ms
[2022-03-12 09:24:50 main:574] : INFO : Epoch 1905 | loss: 0.0310673 | val_loss: 0.0312373 | Time: 3281.98 ms
[2022-03-12 09:24:54 main:574] : INFO : Epoch 1906 | loss: 0.0310579 | val_loss: 0.0312185 | Time: 3336.17 ms
[2022-03-12 09:24:57 main:574] : INFO : Epoch 1907 | loss: 0.0310519 | val_loss: 0.0312435 | Time: 3255.56 ms
[2022-03-12 09:25:00 main:574] : INFO : Epoch 1908 | loss: 0.0310482 | val_loss: 0.0312228 | Time: 3337.11 ms
[2022-03-12 09:25:03 main:574] : INFO : Epoch 1909 | loss: 0.0310402 | val_loss: 0.0312454 | Time: 3309.12 ms
[2022-03-12 09:25:07 main:574] : INFO : Epoch 1910 | loss: 0.0310408 | val_loss: 0.0312301 | Time: 3238.18 ms
[2022-03-12 09:25:10 main:574] : INFO : Epoch 1911 | loss: 0.0310463 | val_loss: 0.0312223 | Time: 3229.47 ms
[2022-03-12 09:25:13 main:574] : INFO : Epoch 1912 | loss: 0.0310516 | val_loss: 0.0312284 | Time: 3300.82 ms
[2022-03-12 09:25:17 main:574] : INFO : Epoch 1913 | loss: 0.0310433 | val_loss: 0.031237 | Time: 3279.05 ms
[2022-03-12 09:25:20 main:574] : INFO : Epoch 1914 | loss: 0.0310431 | val_loss: 0.0312392 | Time: 3344.42 ms
[2022-03-12 09:25:23 main:574] : INFO : Epoch 1915 | loss: 0.0310444 | val_loss: 0.0312185 | Time: 3289.81 ms
[2022-03-12 09:25:26 main:574] : INFO : Epoch 1916 | loss: 0.0310576 | val_loss: 0.0312396 | Time: 3293.36 ms
[2022-03-12 09:25:30 main:574] : INFO : Epoch 1917 | loss: 0.0310549 | val_loss: 0.0312261 | Time: 3269.53 ms
[2022-03-12 09:25:33 main:574] : INFO : Epoch 1918 | loss: 0.0310444 | val_loss: 0.0312294 | Time: 3287.86 ms
[2022-03-12 09:25:36 main:574] : INFO : Epoch 1919 | loss: 0.0310418 | val_loss: 0.031235 | Time: 3266.16 ms
[2022-03-12 09:25:40 main:574] : INFO : Epoch 1920 | loss: 0.031052 | val_loss: 0.0312228 | Time: 3229.91 ms
[2022-03-12 09:25:43 main:574] : INFO : Epoch 1921 | loss: 0.0310567 | val_loss: 0.0312477 | Time: 3300.09 ms
[2022-03-12 09:25:46 main:574] : INFO : Epoch 1922 | loss: 0.0310542 | val_loss: 0.0312242 | Time: 3286.13 ms
[2022-03-12 09:25:49 main:574] : INFO : Epoch 1923 | loss: 0.0310496 | val_loss: 0.0312223 | Time: 3257.65 ms
[2022-03-12 09:25:53 main:574] : INFO : Epoch 1924 | loss: 0.0310545 | val_loss: 0.0312349 | Time: 3333.18 ms
[2022-03-12 09:25:56 main:574] : INFO : Epoch 1925 | loss: 0.0310574 | val_loss: 0.0312243 | Time: 3319.03 ms
[2022-03-12 09:25:59 main:574] : INFO : Epoch 1926 | loss: 0.0310402 | val_loss: 0.0312383 | Time: 3278.96 ms
[2022-03-12 09:26:03 main:574] : INFO : Epoch 1927 | loss: 0.0310441 | val_loss: 0.0312187 | Time: 3272.96 ms
[2022-03-12 09:26:06 main:574] : INFO : Epoch 1928 | loss: 0.0310461 | val_loss: 0.0312361 | Time: 3299.75 ms
[2022-03-12 09:26:09 main:574] : INFO : Epoch 1929 | loss: 0.031051 | val_loss: 0.0312251 | Time: 3269.91 ms
[2022-03-12 09:26:12 main:574] : INFO : Epoch 1930 | loss: 0.0310508 | val_loss: 0.0312327 | Time: 3286.14 ms
[2022-03-12 09:26:16 main:574] : INFO : Epoch 1931 | loss: 0.03105 | val_loss: 0.0312298 | Time: 3319.27 ms
[2022-03-12 09:26:19 main:574] : INFO : Epoch 1932 | loss: 0.0310494 | val_loss: 0.0312434 | Time: 3235.84 ms
[2022-03-12 09:26:22 main:574] : INFO : Epoch 1933 | loss: 0.0310429 | val_loss: 0.0312294 | Time: 3276.48 ms
[2022-03-12 09:26:26 main:574] : INFO : Epoch 1934 | loss: 0.0310401 | val_loss: 0.031241 | Time: 3280.8 ms
[2022-03-12 09:26:29 main:574] : INFO : Epoch 1935 | loss: 0.0310399 | val_loss: 0.0312328 | Time: 3291.74 ms
[2022-03-12 09:26:32 main:574] : INFO : Epoch 1936 | loss: 0.031048 | val_loss: 0.0312215 | Time: 3301.04 ms
[2022-03-12 09:26:35 main:574] : INFO : Epoch 1937 | loss: 0.0310599 | val_loss: 0.0312267 | Time: 3269.32 ms
[2022-03-12 09:26:39 main:574] : INFO : Epoch 1938 | loss: 0.0311009 | val_loss: 0.0312109 | Time: 3288.23 ms
[2022-03-12 09:26:42 main:574] : INFO : Epoch 1939 | loss: 0.0310936 | val_loss: 0.0312276 | Time: 3330.21 ms
[2022-03-12 09:26:45 main:574] : INFO : Epoch 1940 | loss: 0.0310806 | val_loss: 0.0312063 | Time: 3260.96 ms
[2022-03-12 09:26:49 main:574] : INFO : Epoch 1941 | loss: 0.0310691 | val_loss: 0.0312271 | Time: 3288.69 ms
[2022-03-12 09:26:52 main:574] : INFO : Epoch 1942 | loss: 0.0310584 | val_loss: 0.0312196 | Time: 3266.21 ms
[2022-03-12 09:26:55 main:574] : INFO : Epoch 1943 | loss: 0.0310638 | val_loss: 0.0312274 | Time: 3289.76 ms
[2022-03-12 09:26:59 main:574] : INFO : Epoch 1944 | loss: 0.0310513 | val_loss: 0.0312438 | Time: 3279.5 ms
[2022-03-12 09:27:02 main:574] : INFO : Epoch 1945 | loss: 0.0310453 | val_loss: 0.0312362 | Time: 3275.75 ms
[2022-03-12 09:27:05 main:574] : INFO : Epoch 1946 | loss: 0.0310482 | val_loss: 0.0312356 | Time: 3269.92 ms
[2022-03-12 09:27:08 main:574] : INFO : Epoch 1947 | loss: 0.0310439 | val_loss: 0.0312304 | Time: 3293.87 ms
[2022-03-12 09:27:12 main:574] : INFO : Epoch 1948 | loss: 0.0310492 | val_loss: 0.0312436 | Time: 3337.9 ms
[2022-03-12 09:27:15 main:574] : INFO : Epoch 1949 | loss: 0.0310452 | val_loss: 0.0312121 | Time: 3298.72 ms
[2022-03-12 09:27:18 main:574] : INFO : Epoch 1950 | loss: 0.0310615 | val_loss: 0.0312268 | Time: 3271.27 ms
[2022-03-12 09:27:22 main:574] : INFO : Epoch 1951 | loss: 0.0310799 | val_loss: 0.0312274 | Time: 3283.46 ms
[2022-03-12 09:27:25 main:574] : INFO : Epoch 1952 | loss: 0.0310638 | val_loss: 0.0312211 | Time: 3261.69 ms
[2022-03-12 09:27:28 main:574] : INFO : Epoch 1953 | loss: 0.0310583 | val_loss: 0.0312188 | Time: 3269.77 ms
[2022-03-12 09:27:31 main:574] : INFO : Epoch 1954 | loss: 0.0310511 | val_loss: 0.031229 | Time: 3276.1 ms
[2022-03-12 09:27:35 main:574] : INFO : Epoch 1955 | loss: 0.031045 | val_loss: 0.0312476 | Time: 3238.27 ms
[2022-03-12 09:27:38 main:574] : INFO : Epoch 1956 | loss: 0.0310455 | val_loss: 0.0312319 | Time: 3310.74 ms
[2022-03-12 09:27:41 main:574] : INFO : Epoch 1957 | loss: 0.0310417 | val_loss: 0.0312382 | Time: 3266.09 ms
[2022-03-12 09:27:45 main:574] : INFO : Epoch 1958 | loss: 0.0310355 | val_loss: 0.0312391 | Time: 3313.81 ms
[2022-03-12 09:27:48 main:574] : INFO : Epoch 1959 | loss: 0.0310415 | val_loss: 0.0312635 | Time: 3288.46 ms
[2022-03-12 09:27:51 main:574] : INFO : Epoch 1960 | loss: 0.0310482 | val_loss: 0.0312258 | Time: 3321.29 ms
[2022-03-12 09:27:54 main:574] : INFO : Epoch 1961 | loss: 0.0310727 | val_loss: 0.031241 | Time: 3254.47 ms
[2022-03-12 09:27:58 main:574] : INFO : Epoch 1962 | loss: 0.0310626 | val_loss: 0.0312246 | Time: 3331.83 ms
[2022-03-12 09:28:01 main:574] : INFO : Epoch 1963 | loss: 0.0310505 | val_loss: 0.0312324 | Time: 3230.19 ms
[2022-03-12 09:28:04 main:574] : INFO : Epoch 1964 | loss: 0.0310485 | val_loss: 0.0312286 | Time: 3254.23 ms
[2022-03-12 09:28:07 main:574] : INFO : Epoch 1965 | loss: 0.0310531 | val_loss: 0.0312249 | Time: 2435.47 ms
[2022-03-12 09:28:09 main:574] : INFO : Epoch 1966 | loss: 0.0310476 | val_loss: 0.031238 | Time: 2541.71 ms
[2022-03-12 09:28:12 main:574] : INFO : Epoch 1967 | loss: 0.0310493 | val_loss: 0.0312375 | Time: 2323.77 ms
[2022-03-12 09:28:14 main:574] : INFO : Epoch 1968 | loss: 0.0310484 | val_loss: 0.031238 | Time: 2406.26 ms
[2022-03-12 09:28:16 main:574] : INFO : Epoch 1969 | loss: 0.0310477 | val_loss: 0.0312281 | Time: 2424.39 ms
[2022-03-12 09:28:19 main:574] : INFO : Epoch 1970 | loss: 0.0310447 | val_loss: 0.0312427 | Time: 2602.57 ms
[2022-03-12 09:28:22 main:574] : INFO : Epoch 1971 | loss: 0.031045 | val_loss: 0.0312204 | Time: 3315.39 ms
[2022-03-12 09:28:26 main:574] : INFO : Epoch 1972 | loss: 0.0310491 | val_loss: 0.031229 | Time: 3297.44 ms
[2022-03-12 09:28:29 main:574] : INFO : Epoch 1973 | loss: 0.0310497 | val_loss: 0.0312295 | Time: 3337.19 ms
[2022-03-12 09:28:32 main:574] : INFO : Epoch 1974 | loss: 0.0310463 | val_loss: 0.0312274 | Time: 3268.08 ms
[2022-03-12 09:28:36 main:574] : INFO : Epoch 1975 | loss: 0.0310451 | val_loss: 0.0312516 | Time: 3285.66 ms
[2022-03-12 09:28:39 main:574] : INFO : Epoch 1976 | loss: 0.0310489 | val_loss: 0.0312427 | Time: 3252.95 ms
[2022-03-12 09:28:42 main:574] : INFO : Epoch 1977 | loss: 0.031059 | val_loss: 0.0312403 | Time: 3265.64 ms
[2022-03-12 09:28:45 main:574] : INFO : Epoch 1978 | loss: 0.0310535 | val_loss: 0.0312336 | Time: 3309.48 ms
[2022-03-12 09:28:49 main:574] : INFO : Epoch 1979 | loss: 0.0310449 | val_loss: 0.0312292 | Time: 3270.05 ms
[2022-03-12 09:28:52 main:574] : INFO : Epoch 1980 | loss: 0.0310437 | val_loss: 0.0312329 | Time: 3333.57 ms
[2022-03-12 09:28:55 main:574] : INFO : Epoch 1981 | loss: 0.0310499 | val_loss: 0.0312259 | Time: 3266.32 ms
[2022-03-12 09:28:59 main:574] : INFO : Epoch 1982 | loss: 0.0310716 | val_loss: 0.0312103 | Time: 3279.74 ms
[2022-03-12 09:29:02 main:574] : INFO : Epoch 1983 | loss: 0.0310751 | val_loss: 0.0312227 | Time: 3308.64 ms
[2022-03-12 09:29:05 main:574] : INFO : Epoch 1984 | loss: 0.031062 | val_loss: 0.03122 | Time: 3255.58 ms
[2022-03-12 09:29:09 main:574] : INFO : Epoch 1985 | loss: 0.0310562 | val_loss: 0.0312146 | Time: 3296.7 ms
[2022-03-12 09:29:12 main:574] : INFO : Epoch 1986 | loss: 0.0310519 | val_loss: 0.031234 | Time: 3250.77 ms
[2022-03-12 09:29:15 main:574] : INFO : Epoch 1987 | loss: 0.0310437 | val_loss: 0.0312292 | Time: 3301.76 ms
[2022-03-12 09:29:18 main:574] : INFO : Epoch 1988 | loss: 0.0310439 | val_loss: 0.0312466 | Time: 3269.2 ms
[2022-03-12 09:29:22 main:574] : INFO : Epoch 1989 | loss: 0.0310451 | val_loss: 0.0312213 | Time: 3253.37 ms
[2022-03-12 09:29:25 main:574] : INFO : Epoch 1990 | loss: 0.031048 | val_loss: 0.0312312 | Time: 3297.23 ms
[2022-03-12 09:29:28 main:574] : INFO : Epoch 1991 | loss: 0.0310608 | val_loss: 0.0312107 | Time: 3288.74 ms
[2022-03-12 09:29:31 main:574] : INFO : Epoch 1992 | loss: 0.0310533 | val_loss: 0.0312255 | Time: 3308.02 ms
[2022-03-12 09:29:35 main:574] : INFO : Epoch 1993 | loss: 0.0310547 | val_loss: 0.0312357 | Time: 3333.62 ms
[2022-03-12 09:29:38 main:574] : INFO : Epoch 1994 | loss: 0.03105 | val_loss: 0.0312276 | Time: 3296.04 ms
[2022-03-12 09:29:41 main:574] : INFO : Epoch 1995 | loss: 0.0310441 | val_loss: 0.0312254 | Time: 3281.22 ms
[2022-03-12 09:29:45 main:574] : INFO : Epoch 1996 | loss: 0.0310473 | val_loss: 0.0312327 | Time: 3312.81 ms
[2022-03-12 09:29:48 main:574] : INFO : Epoch 1997 | loss: 0.0310621 | val_loss: 0.031213 | Time: 3256.44 ms
[2022-03-12 09:29:51 main:574] : INFO : Epoch 1998 | loss: 0.0310746 | val_loss: 0.0312179 | Time: 3265.61 ms
[2022-03-12 09:29:55 main:574] : INFO : Epoch 1999 | loss: 0.0310776 | val_loss: 0.0312356 | Time: 3248.49 ms
[2022-03-12 09:29:58 main:574] : INFO : Epoch 2000 | loss: 0.0310664 | val_loss: 0.0312137 | Time: 3266.6 ms
[2022-03-12 09:30:01 main:574] : INFO : Epoch 2001 | loss: 0.0310558 | val_loss: 0.031217 | Time: 3298.87 ms
[2022-03-12 09:30:04 main:574] : INFO : Epoch 2002 | loss: 0.031051 | val_loss: 0.0312229 | Time: 3346.17 ms
[2022-03-12 09:30:08 main:574] : INFO : Epoch 2003 | loss: 0.0310462 | val_loss: 0.0312523 | Time: 3289.91 ms
[2022-03-12 09:30:11 main:574] : INFO : Epoch 2004 | loss: 0.0310451 | val_loss: 0.0312475 | Time: 3213.81 ms
[2022-03-12 09:30:14 main:574] : INFO : Epoch 2005 | loss: 0.0310418 | val_loss: 0.0312312 | Time: 3268.87 ms
[2022-03-12 09:30:18 main:574] : INFO : Epoch 2006 | loss: 0.0310398 | val_loss: 0.0312391 | Time: 3324.9 ms
[2022-03-12 09:30:21 main:574] : INFO : Epoch 2007 | loss: 0.0310532 | val_loss: 0.0312334 | Time: 3288.72 ms
[2022-03-12 09:30:24 main:574] : INFO : Epoch 2008 | loss: 0.0310651 | val_loss: 0.0312245 | Time: 3203.96 ms
[2022-03-12 09:30:27 main:574] : INFO : Epoch 2009 | loss: 0.0310595 | val_loss: 0.0312347 | Time: 3278.9 ms
[2022-03-12 09:30:31 main:574] : INFO : Epoch 2010 | loss: 0.0310539 | val_loss: 0.0312255 | Time: 3248.71 ms
[2022-03-12 09:30:34 main:574] : INFO : Epoch 2011 | loss: 0.0311145 | val_loss: 0.0312219 | Time: 3316.25 ms
[2022-03-12 09:30:37 main:574] : INFO : Epoch 2012 | loss: 0.0311221 | val_loss: 0.0312008 | Time: 3302.28 ms
[2022-03-12 09:30:41 main:574] : INFO : Epoch 2013 | loss: 0.0310976 | val_loss: 0.0312174 | Time: 3324.14 ms
[2022-03-12 09:30:44 main:574] : INFO : Epoch 2014 | loss: 0.0310799 | val_loss: 0.0312139 | Time: 3295.57 ms
[2022-03-12 09:30:47 main:574] : INFO : Epoch 2015 | loss: 0.0310691 | val_loss: 0.0312147 | Time: 3281.93 ms
[2022-03-12 09:30:50 main:574] : INFO : Epoch 2016 | loss: 0.0310571 | val_loss: 0.0312204 | Time: 3268.36 ms
[2022-03-12 09:30:54 main:574] : INFO : Epoch 2017 | loss: 0.0310596 | val_loss: 0.0312183 | Time: 3306.07 ms
[2022-03-12 09:30:57 main:574] : INFO : Epoch 2018 | loss: 0.0310665 | val_loss: 0.0312173 | Time: 3290.48 ms
[2022-03-12 09:31:00 main:574] : INFO : Epoch 2019 | loss: 0.0310693 | val_loss: 0.0312138 | Time: 3312.21 ms
[2022-03-12 09:31:04 main:574] : INFO : Epoch 2020 | loss: 0.0310592 | val_loss: 0.0312128 | Time: 3227.74 ms
[2022-03-12 09:31:07 main:574] : INFO : Epoch 2021 | loss: 0.0310757 | val_loss: 0.0312156 | Time: 3316.03 ms
[2022-03-12 09:31:10 main:574] : INFO : Epoch 2022 | loss: 0.0310621 | val_loss: 0.0312184 | Time: 3247 ms
[2022-03-12 09:31:13 main:574] : INFO : Epoch 2023 | loss: 0.0310532 | val_loss: 0.0312237 | Time: 3345.55 ms
[2022-03-12 09:31:17 main:574] : INFO : Epoch 2024 | loss: 0.031053 | val_loss: 0.0312246 | Time: 3279.48 ms
[2022-03-12 09:31:20 main:574] : INFO : Epoch 2025 | loss: 0.0310515 | val_loss: 0.0312227 | Time: 3333.19 ms
[2022-03-12 09:31:23 main:574] : INFO : Epoch 2026 | loss: 0.0310458 | val_loss: 0.0312372 | Time: 3252.91 ms
[2022-03-12 09:31:27 main:574] : INFO : Epoch 2027 | loss: 0.0310458 | val_loss: 0.0312353 | Time: 3281.15 ms
[2022-03-12 09:31:30 main:574] : INFO : Epoch 2028 | loss: 0.0310385 | val_loss: 0.0312352 | Time: 3316.41 ms
[2022-03-12 09:31:33 main:574] : INFO : Epoch 2029 | loss: 0.03104 | val_loss: 0.0312343 | Time: 3226.05 ms
[2022-03-12 09:31:37 main:574] : INFO : Epoch 2030 | loss: 0.0310435 | val_loss: 0.0312329 | Time: 3343.99 ms
[2022-03-12 09:31:40 main:574] : INFO : Epoch 2031 | loss: 0.0310513 | val_loss: 0.0312277 | Time: 3277.26 ms
[2022-03-12 09:31:43 main:574] : INFO : Epoch 2032 | loss: 0.0310443 | val_loss: 0.031231 | Time: 3318.64 ms
[2022-03-12 09:31:46 main:574] : INFO : Epoch 2033 | loss: 0.031042 | val_loss: 0.0312239 | Time: 3303.9 ms
[2022-03-12 09:31:50 main:574] : INFO : Epoch 2034 | loss: 0.0310468 | val_loss: 0.0312438 | Time: 3260.12 ms
[2022-03-12 09:31:53 main:574] : INFO : Epoch 2035 | loss: 0.0310454 | val_loss: 0.0312384 | Time: 3293.73 ms
[2022-03-12 09:31:56 main:574] : INFO : Epoch 2036 | loss: 0.0310466 | val_loss: 0.0312323 | Time: 3332.2 ms
[2022-03-12 09:32:00 main:574] : INFO : Epoch 2037 | loss: 0.0310424 | val_loss: 0.0312263 | Time: 3230.46 ms
[2022-03-12 09:32:03 main:574] : INFO : Epoch 2038 | loss: 0.0310344 | val_loss: 0.0312373 | Time: 3252.35 ms
[2022-03-12 09:32:06 main:574] : INFO : Epoch 2039 | loss: 0.0310394 | val_loss: 0.0312315 | Time: 3267.83 ms
[2022-03-12 09:32:09 main:574] : INFO : Epoch 2040 | loss: 0.0310441 | val_loss: 0.0312354 | Time: 3329.4 ms
[2022-03-12 09:32:13 main:574] : INFO : Epoch 2041 | loss: 0.0310497 | val_loss: 0.0312271 | Time: 3244.78 ms
[2022-03-12 09:32:16 main:574] : INFO : Epoch 2042 | loss: 0.0310509 | val_loss: 0.031238 | Time: 3290.23 ms
[2022-03-12 09:32:19 main:574] : INFO : Epoch 2043 | loss: 0.0310734 | val_loss: 0.031251 | Time: 2985.32 ms
[2022-03-12 09:32:21 main:574] : INFO : Epoch 2044 | loss: 0.0310497 | val_loss: 0.0312291 | Time: 2288.57 ms
[2022-03-12 09:32:24 main:574] : INFO : Epoch 2045 | loss: 0.0310442 | val_loss: 0.0312485 | Time: 2414.9 ms
[2022-03-12 09:32:26 main:574] : INFO : Epoch 2046 | loss: 0.0310429 | val_loss: 0.0312225 | Time: 2325.08 ms
[2022-03-12 09:32:28 main:574] : INFO : Epoch 2047 | loss: 0.0310443 | val_loss: 0.0312392 | Time: 2344.79 ms
[2022-03-12 09:32:31 main:574] : INFO : Epoch 2048 | loss: 0.0310795 | val_loss: 0.0312143 | Time: 2431.54 ms
[2022-03-12 09:32:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312143
[2022-03-12 09:32:31 main:603] : INFO : Saving end state to config to file
[2022-03-12 09:32:31 main:608] : INFO : Success, exiting..
09:32:31 (1372): 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)