Task 14627172
| Name | ParityModified-1647042096-13785-3-0_2 |
| Workunit | 11425461 |
| Created | 20 Apr 2022, 15:09:40 UTC |
| Sent | 20 Apr 2022, 15:10:05 UTC |
| Report deadline | 28 Apr 2022, 15:10:05 UTC |
| Received | 20 Apr 2022, 18:33:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 2 hours 13 min 33 sec |
| CPU time | 1 hours 6 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310542 | val_loss: 0.0311225 | Time: 3935.88 ms
[2022-04-20 19:59:01 main:581] : INFO : Epoch 1539 | loss: 0.0310535 | val_loss: 0.0311266 | Time: 3916.27 ms
[2022-04-20 19:59:05 main:581] : INFO : Epoch 1540 | loss: 0.0310542 | val_loss: 0.0311146 | Time: 3911.53 ms
[2022-04-20 19:59:09 main:581] : INFO : Epoch 1541 | loss: 0.0310592 | val_loss: 0.0311149 | Time: 3903.99 ms
[2022-04-20 19:59:13 main:581] : INFO : Epoch 1542 | loss: 0.031058 | val_loss: 0.0311117 | Time: 3938.5 ms
[2022-04-20 19:59:16 main:581] : INFO : Epoch 1543 | loss: 0.0310562 | val_loss: 0.0311154 | Time: 3913.11 ms
[2022-04-20 19:59:20 main:581] : INFO : Epoch 1544 | loss: 0.0310586 | val_loss: 0.0311162 | Time: 3911.88 ms
[2022-04-20 19:59:24 main:581] : INFO : Epoch 1545 | loss: 0.0310632 | val_loss: 0.0311118 | Time: 3907.78 ms
[2022-04-20 19:59:28 main:581] : INFO : Epoch 1546 | loss: 0.031061 | val_loss: 0.0311093 | Time: 3900.91 ms
[2022-04-20 19:59:32 main:581] : INFO : Epoch 1547 | loss: 0.0310583 | val_loss: 0.0311164 | Time: 3903.54 ms
[2022-04-20 19:59:36 main:581] : INFO : Epoch 1548 | loss: 0.0310539 | val_loss: 0.0311189 | Time: 3903.25 ms
[2022-04-20 19:59:40 main:581] : INFO : Epoch 1549 | loss: 0.0310614 | val_loss: 0.0311265 | Time: 3911.84 ms
[2022-04-20 19:59:44 main:581] : INFO : Epoch 1550 | loss: 0.0310609 | val_loss: 0.0311108 | Time: 3931.88 ms
[2022-04-20 19:59:48 main:581] : INFO : Epoch 1551 | loss: 0.0310624 | val_loss: 0.0311078 | Time: 3907.88 ms
[2022-04-20 19:59:52 main:581] : INFO : Epoch 1552 | loss: 0.0310585 | val_loss: 0.0311084 | Time: 3912.25 ms
[2022-04-20 19:59:56 main:581] : INFO : Epoch 1553 | loss: 0.0310608 | val_loss: 0.0311203 | Time: 3899.5 ms
[2022-04-20 19:59:59 main:581] : INFO : Epoch 1554 | loss: 0.031059 | val_loss: 0.0311117 | Time: 3895.83 ms
[2022-04-20 20:00:03 main:581] : INFO : Epoch 1555 | loss: 0.0310582 | val_loss: 0.0311191 | Time: 3895.99 ms
[2022-04-20 20:00:07 main:581] : INFO : Epoch 1556 | loss: 0.031062 | val_loss: 0.0311162 | Time: 3891.81 ms
[2022-04-20 20:00:11 main:581] : INFO : Epoch 1557 | loss: 0.0310641 | val_loss: 0.0311208 | Time: 3899.29 ms
[2022-04-20 20:00:15 main:581] : INFO : Epoch 1558 | loss: 0.0310586 | val_loss: 0.031113 | Time: 3928.44 ms
[2022-04-20 20:00:19 main:581] : INFO : Epoch 1559 | loss: 0.0310564 | val_loss: 0.03111 | Time: 3904.44 ms
[2022-04-20 20:00:23 main:581] : INFO : Epoch 1560 | loss: 0.0310581 | val_loss: 0.0311223 | Time: 3907.34 ms
[2022-04-20 20:00:27 main:581] : INFO : Epoch 1561 | loss: 0.0310573 | val_loss: 0.031113 | Time: 3900.49 ms
[2022-04-20 20:00:31 main:581] : INFO : Epoch 1562 | loss: 0.0312199 | val_loss: 0.0316103 | Time: 3903.28 ms
[2022-04-20 20:00:35 main:581] : INFO : Epoch 1563 | loss: 0.0317986 | val_loss: 0.0313275 | Time: 3912.47 ms
[2022-04-20 20:00:38 main:581] : INFO : Epoch 1564 | loss: 0.0311571 | val_loss: 0.0311325 | Time: 3911.22 ms
[2022-04-20 20:00:42 main:581] : INFO : Epoch 1565 | loss: 0.0310756 | val_loss: 0.0311267 | Time: 3899.88 ms
[2022-04-20 20:00:46 main:581] : INFO : Epoch 1566 | loss: 0.0310644 | val_loss: 0.0311066 | Time: 3909.51 ms
[2022-04-20 20:00:50 main:581] : INFO : Epoch 1567 | loss: 0.0310597 | val_loss: 0.0311095 | Time: 3908.33 ms
[2022-04-20 20:00:54 main:581] : INFO : Epoch 1568 | loss: 0.0310601 | val_loss: 0.0311139 | Time: 3901.69 ms
[2022-04-20 20:00:58 main:581] : INFO : Epoch 1569 | loss: 0.0310574 | val_loss: 0.0311118 | Time: 3889.17 ms
[2022-04-20 20:01:02 main:581] : INFO : Epoch 1570 | loss: 0.0310612 | val_loss: 0.0311223 | Time: 3902.72 ms
[2022-04-20 20:01:06 main:581] : INFO : Epoch 1571 | loss: 0.0310581 | val_loss: 0.0311136 | Time: 3910.65 ms
[2022-04-20 20:01:10 main:581] : INFO : Epoch 1572 | loss: 0.0310568 | val_loss: 0.0311105 | Time: 3901.07 ms
[2022-04-20 20:01:14 main:581] : INFO : Epoch 1573 | loss: 0.0310602 | val_loss: 0.0311174 | Time: 3907.63 ms
[2022-04-20 20:01:18 main:581] : INFO : Epoch 1574 | loss: 0.0310571 | val_loss: 0.0311124 | Time: 3920.1 ms
[2022-04-20 20:01:21 main:581] : INFO : Epoch 1575 | loss: 0.0310549 | val_loss: 0.0311089 | Time: 3912.28 ms
[2022-04-20 20:01:25 main:581] : INFO : Epoch 1576 | loss: 0.0310552 | val_loss: 0.0311085 | Time: 3920.07 ms
[2022-04-20 20:01:29 main:581] : INFO : Epoch 1577 | loss: 0.0310562 | val_loss: 0.0311136 | Time: 3927.32 ms
[2022-04-20 20:01:33 main:581] : INFO : Epoch 1578 | loss: 0.0310535 | val_loss: 0.0311248 | Time: 3900.41 ms
[2022-04-20 20:01:37 main:581] : INFO : Epoch 1579 | loss: 0.0310572 | val_loss: 0.0311221 | Time: 3927.31 ms
[2022-04-20 20:01:41 main:581] : INFO : Epoch 1580 | loss: 0.0310555 | val_loss: 0.0311092 | Time: 3924.27 ms
[2022-04-20 20:01:45 main:581] : INFO : Epoch 1581 | loss: 0.0310546 | val_loss: 0.0311094 | Time: 3904.13 ms
[2022-04-20 20:01:49 main:581] : INFO : Epoch 1582 | loss: 0.0310535 | val_loss: 0.0311297 | Time: 3898.84 ms
[2022-04-20 20:01:53 main:581] : INFO : Epoch 1583 | loss: 0.0310832 | val_loss: 0.0311393 | Time: 3920.73 ms
[2022-04-20 20:01:57 main:581] : INFO : Epoch 1584 | loss: 0.0310786 | val_loss: 0.0311247 | Time: 3943.4 ms
[2022-04-20 20:02:01 main:581] : INFO : Epoch 1585 | loss: 0.0310691 | val_loss: 0.0311286 | Time: 3915.91 ms
[2022-04-20 20:02:05 main:581] : INFO : Epoch 1586 | loss: 0.0310662 | val_loss: 0.0311234 | Time: 3915.83 ms
[2022-04-20 20:02:08 main:581] : INFO : Epoch 1587 | loss: 0.0310623 | val_loss: 0.0311085 | Time: 3895.87 ms
[2022-04-20 20:02:12 main:581] : INFO : Epoch 1588 | loss: 0.0310615 | val_loss: 0.0311083 | Time: 3904.54 ms
[2022-04-20 20:02:16 main:581] : INFO : Epoch 1589 | loss: 0.0310598 | val_loss: 0.0311102 | Time: 3908.78 ms
[2022-04-20 20:02:20 main:581] : INFO : Epoch 1590 | loss: 0.0310539 | val_loss: 0.0311191 | Time: 3914.33 ms
[2022-04-20 20:02:24 main:581] : INFO : Epoch 1591 | loss: 0.0310615 | val_loss: 0.0311143 | Time: 3908.79 ms
[2022-04-20 20:02:28 main:581] : INFO : Epoch 1592 | loss: 0.0310612 | val_loss: 0.0311116 | Time: 3926.94 ms
[2022-04-20 20:02:32 main:581] : INFO : Epoch 1593 | loss: 0.0310654 | val_loss: 0.0311244 | Time: 3916.32 ms
[2022-04-20 20:02:36 main:581] : INFO : Epoch 1594 | loss: 0.0310836 | val_loss: 0.0311044 | Time: 3907.43 ms
[2022-04-20 20:02:40 main:581] : INFO : Epoch 1595 | loss: 0.0310802 | val_loss: 0.0311074 | Time: 3917.63 ms
[2022-04-20 20:02:44 main:581] : INFO : Epoch 1596 | loss: 0.0310754 | val_loss: 0.0311155 | Time: 3926.11 ms
[2022-04-20 20:02:48 main:581] : INFO : Epoch 1597 | loss: 0.0310682 | val_loss: 0.0311082 | Time: 3903.88 ms
[2022-04-20 20:02:51 main:581] : INFO : Epoch 1598 | loss: 0.0310691 | val_loss: 0.0311125 | Time: 3923.88 ms
[2022-04-20 20:02:55 main:581] : INFO : Epoch 1599 | loss: 0.031066 | val_loss: 0.0311114 | Time: 3903.88 ms
[2022-04-20 20:02:59 main:581] : INFO : Epoch 1600 | loss: 0.031066 | val_loss: 0.0311155 | Time: 3912.67 ms
[2022-04-20 20:03:03 main:581] : INFO : Epoch 1601 | loss: 0.0310613 | val_loss: 0.0311093 | Time: 3908.09 ms
[2022-04-20 20:03:07 main:581] : INFO : Epoch 1602 | loss: 0.0310601 | val_loss: 0.0311112 | Time: 3914.89 ms
[2022-04-20 20:03:11 main:581] : INFO : Epoch 1603 | loss: 0.031059 | val_loss: 0.031113 | Time: 3920.72 ms
[2022-04-20 20:03:15 main:581] : INFO : Epoch 1604 | loss: 0.0310542 | val_loss: 0.0311072 | Time: 3907.02 ms
[2022-04-20 20:03:19 main:581] : INFO : Epoch 1605 | loss: 0.0310562 | val_loss: 0.0311178 | Time: 3904.38 ms
[2022-04-20 20:03:23 main:581] : INFO : Epoch 1606 | loss: 0.031056 | val_loss: 0.0311116 | Time: 3927.98 ms
[2022-04-20 20:03:27 main:581] : INFO : Epoch 1607 | loss: 0.0310551 | val_loss: 0.0311155 | Time: 3907.26 ms
[2022-04-20 20:03:31 main:581] : INFO : Epoch 1608 | loss: 0.0310538 | val_loss: 0.0311105 | Time: 3907.88 ms
[2022-04-20 20:03:35 main:581] : INFO : Epoch 1609 | loss: 0.0310548 | val_loss: 0.0311102 | Time: 3907.88 ms
[2022-04-20 20:03:38 main:581] : INFO : Epoch 1610 | loss: 0.0310556 | val_loss: 0.0311127 | Time: 3895.89 ms
[2022-04-20 20:03:42 main:581] : INFO : Epoch 1611 | loss: 0.0310603 | val_loss: 0.0311076 | Time: 3912.95 ms
[2022-04-20 20:03:46 main:581] : INFO : Epoch 1612 | loss: 0.0310555 | val_loss: 0.0311165 | Time: 3906.8 ms
[2022-04-20 20:03:50 main:581] : INFO : Epoch 1613 | loss: 0.0310548 | val_loss: 0.0311138 | Time: 3916.11 ms
[2022-04-20 20:03:54 main:581] : INFO : Epoch 1614 | loss: 0.0310514 | val_loss: 0.0311134 | Time: 3907.63 ms
[2022-04-20 20:03:58 main:581] : INFO : Epoch 1615 | loss: 0.0310567 | val_loss: 0.0311126 | Time: 3900.46 ms
[2022-04-20 20:04:02 main:581] : INFO : Epoch 1616 | loss: 0.0310552 | val_loss: 0.0311086 | Time: 3903.32 ms
[2022-04-20 20:04:06 main:581] : INFO : Epoch 1617 | loss: 0.0310527 | val_loss: 0.0311141 | Time: 3911.87 ms
[2022-04-20 20:04:10 main:581] : INFO : Epoch 1618 | loss: 0.0310528 | val_loss: 0.0311121 | Time: 3901.13 ms
[2022-04-20 20:04:14 main:581] : INFO : Epoch 1619 | loss: 0.0310536 | val_loss: 0.0311226 | Time: 3914.62 ms
[2022-04-20 20:04:18 main:581] : INFO : Epoch 1620 | loss: 0.0310525 | val_loss: 0.0311169 | Time: 3919.13 ms
[2022-04-20 20:04:21 main:581] : INFO : Epoch 1621 | loss: 0.0310511 | val_loss: 0.031108 | Time: 3924.65 ms
[2022-04-20 20:04:25 main:581] : INFO : Epoch 1622 | loss: 0.0310513 | val_loss: 0.0311166 | Time: 3910.73 ms
[2022-04-20 20:04:29 main:581] : INFO : Epoch 1623 | loss: 0.0310512 | val_loss: 0.0311175 | Time: 3909.03 ms
[2022-04-20 20:04:33 main:581] : INFO : Epoch 1624 | loss: 0.0310517 | val_loss: 0.0311155 | Time: 3910.96 ms
[2022-04-20 20:04:37 main:581] : INFO : Epoch 1625 | loss: 0.0310506 | val_loss: 0.0311189 | Time: 3912.71 ms
[2022-04-20 20:04:41 main:581] : INFO : Epoch 1626 | loss: 0.0310532 | val_loss: 0.0311115 | Time: 3904.3 ms
[2022-04-20 20:04:45 main:581] : INFO : Epoch 1627 | loss: 0.0310539 | val_loss: 0.0311167 | Time: 3898.94 ms
[2022-04-20 20:04:49 main:581] : INFO : Epoch 1628 | loss: 0.0310566 | val_loss: 0.0311296 | Time: 3912.52 ms
[2022-04-20 20:04:53 main:581] : INFO : Epoch 1629 | loss: 0.0310581 | val_loss: 0.0311137 | Time: 3935.87 ms
[2022-04-20 20:04:57 main:581] : INFO : Epoch 1630 | loss: 0.0310532 | val_loss: 0.0311152 | Time: 3896.18 ms
[2022-04-20 20:05:01 main:581] : INFO : Epoch 1631 | loss: 0.03106 | val_loss: 0.0311305 | Time: 3919.57 ms
[2022-04-20 20:05:04 main:581] : INFO : Epoch 1632 | loss: 0.0310547 | val_loss: 0.0311179 | Time: 3897.73 ms
[2022-04-20 20:05:08 main:581] : INFO : Epoch 1633 | loss: 0.0310541 | val_loss: 0.0311149 | Time: 3923.02 ms
[2022-04-20 20:05:12 main:581] : INFO : Epoch 1634 | loss: 0.0310517 | val_loss: 0.0311144 | Time: 3903.87 ms
[2022-04-20 20:05:16 main:581] : INFO : Epoch 1635 | loss: 0.031057 | val_loss: 0.0311263 | Time: 3896.62 ms
[2022-04-20 20:05:20 main:581] : INFO : Epoch 1636 | loss: 0.0310684 | val_loss: 0.0311105 | Time: 3919.13 ms
[2022-04-20 20:05:24 main:581] : INFO : Epoch 1637 | loss: 0.0310591 | val_loss: 0.0311129 | Time: 3891.88 ms
[2022-04-20 20:05:28 main:581] : INFO : Epoch 1638 | loss: 0.0310632 | val_loss: 0.0311181 | Time: 3914.68 ms
[2022-04-20 20:05:32 main:581] : INFO : Epoch 1639 | loss: 0.0310594 | val_loss: 0.0311192 | Time: 3921.09 ms
[2022-04-20 20:05:36 main:581] : INFO : Epoch 1640 | loss: 0.0310587 | val_loss: 0.0311141 | Time: 3924.87 ms
[2022-04-20 20:05:40 main:581] : INFO : Epoch 1641 | loss: 0.0310577 | val_loss: 0.0311212 | Time: 3913.72 ms
[2022-04-20 20:05:44 main:581] : INFO : Epoch 1642 | loss: 0.0310569 | val_loss: 0.0311164 | Time: 3920.99 ms
[2022-04-20 20:05:48 main:581] : INFO : Epoch 1643 | loss: 0.0310544 | val_loss: 0.031117 | Time: 3927.86 ms
[2022-04-20 20:05:51 main:581] : INFO : Epoch 1644 | loss: 0.0310638 | val_loss: 0.0311318 | Time: 3913.62 ms
[2022-04-20 20:05:55 main:581] : INFO : Epoch 1645 | loss: 0.0310756 | val_loss: 0.0311208 | Time: 3906.28 ms
[2022-04-20 20:05:59 main:581] : INFO : Epoch 1646 | loss: 0.0310714 | val_loss: 0.0311154 | Time: 3898.83 ms
[2022-04-20 20:06:03 main:581] : INFO : Epoch 1647 | loss: 0.0310705 | val_loss: 0.0311304 | Time: 3908.95 ms
[2022-04-20 20:06:07 main:581] : INFO : Epoch 1648 | loss: 0.0310683 | val_loss: 0.0311365 | Time: 3919.86 ms
[2022-04-20 20:06:11 main:581] : INFO : Epoch 1649 | loss: 0.0310678 | val_loss: 0.0311188 | Time: 3904.3 ms
[2022-04-20 20:06:15 main:581] : INFO : Epoch 1650 | loss: 0.0310676 | val_loss: 0.0311129 | Time: 3911.25 ms
[2022-04-20 20:06:19 main:581] : INFO : Epoch 1651 | loss: 0.0310673 | val_loss: 0.031123 | Time: 3900.03 ms
[2022-04-20 20:06:23 main:581] : INFO : Epoch 1652 | loss: 0.0310652 | val_loss: 0.0311277 | Time: 3908.01 ms
[2022-04-20 20:06:27 main:581] : INFO : Epoch 1653 | loss: 0.0310644 | val_loss: 0.0311247 | Time: 3931.75 ms
[2022-04-20 20:06:31 main:581] : INFO : Epoch 1654 | loss: 0.0310607 | val_loss: 0.0311245 | Time: 3916.57 ms
[2022-04-20 20:06:34 main:581] : INFO : Epoch 1655 | loss: 0.0310628 | val_loss: 0.0311152 | Time: 3907.19 ms
[2022-04-20 20:06:38 main:581] : INFO : Epoch 1656 | loss: 0.031068 | val_loss: 0.0311203 | Time: 3915.89 ms
[2022-04-20 20:06:42 main:581] : INFO : Epoch 1657 | loss: 0.0310653 | val_loss: 0.0311108 | Time: 3899.28 ms
[2022-04-20 20:06:46 main:581] : INFO : Epoch 1658 | loss: 0.0310621 | val_loss: 0.0311108 | Time: 3912.47 ms
[2022-04-20 20:06:50 main:581] : INFO : Epoch 1659 | loss: 0.0310579 | val_loss: 0.0311252 | Time: 3915.89 ms
[2022-04-20 20:06:54 main:581] : INFO : Epoch 1660 | loss: 0.0310615 | val_loss: 0.0311192 | Time: 3899.2 ms
[2022-04-20 20:06:58 main:581] : INFO : Epoch 1661 | loss: 0.0310658 | val_loss: 0.0311117 | Time: 3921.34 ms
[2022-04-20 20:07:02 main:581] : INFO : Epoch 1662 | loss: 0.0310754 | val_loss: 0.0311105 | Time: 3915.1 ms
[2022-04-20 20:07:06 main:581] : INFO : Epoch 1663 | loss: 0.0310784 | val_loss: 0.0311153 | Time: 3894.31 ms
[2022-04-20 20:07:10 main:581] : INFO : Epoch 1664 | loss: 0.031072 | val_loss: 0.0311143 | Time: 3909.41 ms
[2022-04-20 20:07:14 main:581] : INFO : Epoch 1665 | loss: 0.0310708 | val_loss: 0.0311108 | Time: 3923.85 ms
[2022-04-20 20:07:17 main:581] : INFO : Epoch 1666 | loss: 0.0310671 | val_loss: 0.0311155 | Time: 3911.73 ms
[2022-04-20 20:07:21 main:581] : INFO : Epoch 1667 | loss: 0.0310621 | val_loss: 0.0311159 | Time: 3908.03 ms
[2022-04-20 20:07:25 main:581] : INFO : Epoch 1668 | loss: 0.0310584 | val_loss: 0.0311189 | Time: 3911.22 ms
[2022-04-20 20:07:29 main:581] : INFO : Epoch 1669 | loss: 0.0310611 | val_loss: 0.0311146 | Time: 3916.5 ms
[2022-04-20 20:07:33 main:581] : INFO : Epoch 1670 | loss: 0.0310643 | val_loss: 0.0311179 | Time: 3891.19 ms
[2022-04-20 20:07:37 main:581] : INFO : Epoch 1671 | loss: 0.0310645 | val_loss: 0.0311179 | Time: 3928.57 ms
[2022-04-20 20:07:41 main:581] : INFO : Epoch 1672 | loss: 0.0310632 | val_loss: 0.0311205 | Time: 3904.09 ms
[2022-04-20 20:07:45 main:581] : INFO : Epoch 1673 | loss: 0.0310674 | val_loss: 0.0311175 | Time: 3919.67 ms
[2022-04-20 20:07:49 main:581] : INFO : Epoch 1674 | loss: 0.0310599 | val_loss: 0.0311172 | Time: 3903.89 ms
[2022-04-20 20:07:53 main:581] : INFO : Epoch 1675 | loss: 0.0310606 | val_loss: 0.0311059 | Time: 3905.86 ms
[2022-04-20 20:07:57 main:581] : INFO : Epoch 1676 | loss: 0.0310659 | val_loss: 0.0311214 | Time: 3913.92 ms
[2022-04-20 20:08:00 main:581] : INFO : Epoch 1677 | loss: 0.0310767 | val_loss: 0.0311139 | Time: 3919.83 ms
[2022-04-20 20:08:04 main:581] : INFO : Epoch 1678 | loss: 0.0310727 | val_loss: 0.031116 | Time: 3903.87 ms
[2022-04-20 20:08:08 main:581] : INFO : Epoch 1679 | loss: 0.0310708 | val_loss: 0.0311198 | Time: 3915.86 ms
[2022-04-20 20:08:12 main:581] : INFO : Epoch 1680 | loss: 0.0310703 | val_loss: 0.0311121 | Time: 3904.95 ms
[2022-04-20 20:08:16 main:581] : INFO : Epoch 1681 | loss: 0.0310674 | val_loss: 0.0311085 | Time: 3934.81 ms
[2022-04-20 20:08:20 main:581] : INFO : Epoch 1682 | loss: 0.0310685 | val_loss: 0.0311267 | Time: 3915.88 ms
[2022-04-20 20:08:24 main:581] : INFO : Epoch 1683 | loss: 0.0310695 | val_loss: 0.0311158 | Time: 3888.36 ms
[2022-04-20 20:08:28 main:581] : INFO : Epoch 1684 | loss: 0.0310663 | val_loss: 0.0311173 | Time: 3903.39 ms
[2022-04-20 20:08:32 main:581] : INFO : Epoch 1685 | loss: 0.0310631 | val_loss: 0.0311112 | Time: 3932.23 ms
[2022-04-20 20:08:36 main:581] : INFO : Epoch 1686 | loss: 0.0310627 | val_loss: 0.0311163 | Time: 3915.54 ms
[2022-04-20 20:08:40 main:581] : INFO : Epoch 1687 | loss: 0.0310629 | val_loss: 0.031113 | Time: 3911.25 ms
[2022-04-20 20:08:44 main:581] : INFO : Epoch 1688 | loss: 0.0310653 | val_loss: 0.0311178 | Time: 3900.42 ms
[2022-04-20 20:08:47 main:581] : INFO : Epoch 1689 | loss: 0.0310603 | val_loss: 0.0311212 | Time: 3917.34 ms
[2022-04-20 20:08:51 main:581] : INFO : Epoch 1690 | loss: 0.0310577 | val_loss: 0.0311134 | Time: 3922.52 ms
[2022-04-20 20:08:55 main:581] : INFO : Epoch 1691 | loss: 0.0310584 | val_loss: 0.0311009 | Time: 3907.9 ms
[2022-04-20 20:08:59 main:581] : INFO : Epoch 1692 | loss: 0.0310604 | val_loss: 0.0311174 | Time: 3903.87 ms
[2022-04-20 20:09:03 main:581] : INFO : Epoch 1693 | loss: 0.0310562 | val_loss: 0.0311159 | Time: 3908.33 ms
[2022-04-20 20:09:07 main:581] : INFO : Epoch 1694 | loss: 0.0310571 | val_loss: 0.031114 | Time: 3919.45 ms
[2022-04-20 20:09:11 main:581] : INFO : Epoch 1695 | loss: 0.0310568 | val_loss: 0.0311117 | Time: 3923.89 ms
[2022-04-20 20:09:15 main:581] : INFO : Epoch 1696 | loss: 0.0310538 | val_loss: 0.0311164 | Time: 3919.91 ms
[2022-04-20 20:09:19 main:581] : INFO : Epoch 1697 | loss: 0.0310549 | val_loss: 0.031116 | Time: 3903.09 ms
[2022-04-20 20:09:23 main:581] : INFO : Epoch 1698 | loss: 0.0310564 | val_loss: 0.0311131 | Time: 3900.64 ms
[2022-04-20 20:09:27 main:581] : INFO : Epoch 1699 | loss: 0.0310598 | val_loss: 0.0311092 | Time: 3896.31 ms
[2022-04-20 20:09:30 main:581] : INFO : Epoch 1700 | loss: 0.0310665 | val_loss: 0.0311092 | Time: 3915.46 ms
[2022-04-20 20:09:34 main:581] : INFO : Epoch 1701 | loss: 0.0310808 | val_loss: 0.0311216 | Time: 3891.93 ms
[2022-04-20 20:09:38 main:581] : INFO : Epoch 1702 | loss: 0.031072 | val_loss: 0.031125 | Time: 3915.24 ms
[2022-04-20 20:09:42 main:581] : INFO : Epoch 1703 | loss: 0.0310905 | val_loss: 0.0311287 | Time: 3904.46 ms
[2022-04-20 20:09:46 main:581] : INFO : Epoch 1704 | loss: 0.031095 | val_loss: 0.0311236 | Time: 3915.9 ms
[2022-04-20 20:09:50 main:581] : INFO : Epoch 1705 | loss: 0.0310939 | val_loss: 0.0311155 | Time: 3892.74 ms
[2022-04-20 20:09:54 main:581] : INFO : Epoch 1706 | loss: 0.0310822 | val_loss: 0.0311159 | Time: 3896.19 ms
[2022-04-20 20:09:58 main:581] : INFO : Epoch 1707 | loss: 0.0310771 | val_loss: 0.031108 | Time: 3915.18 ms
[2022-04-20 20:10:02 main:581] : INFO : Epoch 1708 | loss: 0.0310735 | val_loss: 0.0311142 | Time: 3916.37 ms
[2022-04-20 20:10:06 main:581] : INFO : Epoch 1709 | loss: 0.0310722 | val_loss: 0.0311028 | Time: 3919.99 ms
[2022-04-20 20:10:10 main:581] : INFO : Epoch 1710 | loss: 0.0310724 | val_loss: 0.0311127 | Time: 3919.51 ms
[2022-04-20 20:10:13 main:581] : INFO : Epoch 1711 | loss: 0.031078 | val_loss: 0.0311129 | Time: 3914.13 ms
[2022-04-20 20:10:17 main:581] : INFO : Epoch 1712 | loss: 0.0310742 | val_loss: 0.0311263 | Time: 3912.94 ms
[2022-04-20 20:10:21 main:581] : INFO : Epoch 1713 | loss: 0.0310722 | val_loss: 0.0311122 | Time: 3901 ms
[2022-04-20 20:10:25 main:581] : INFO : Epoch 1714 | loss: 0.0310655 | val_loss: 0.0311122 | Time: 3934.74 ms
[2022-04-20 20:10:29 main:581] : INFO : Epoch 1715 | loss: 0.0310646 | val_loss: 0.0311172 | Time: 3911.83 ms
[2022-04-20 20:10:33 main:581] : INFO : Epoch 1716 | loss: 0.0310711 | val_loss: 0.0311216 | Time: 3911.65 ms
[2022-04-20 20:10:37 main:581] : INFO : Epoch 1717 | loss: 0.0310788 | val_loss: 0.0311153 | Time: 3911.48 ms
[2022-04-20 20:10:41 main:581] : INFO : Epoch 1718 | loss: 0.0310754 | val_loss: 0.0311307 | Time: 3912.56 ms
[2022-04-20 20:10:45 main:581] : INFO : Epoch 1719 | loss: 0.0310759 | val_loss: 0.0311235 | Time: 3912.04 ms
[2022-04-20 20:10:49 main:581] : INFO : Epoch 1720 | loss: 0.0310721 | val_loss: 0.03113 | Time: 3915.74 ms
[2022-04-20 20:10:53 main:581] : INFO : Epoch 1721 | loss: 0.031074 | val_loss: 0.0311097 | Time: 3900.74 ms
[2022-04-20 20:10:57 main:581] : INFO : Epoch 1722 | loss: 0.0310871 | val_loss: 0.0311136 | Time: 3934.98 ms
[2022-04-20 20:11:00 main:581] : INFO : Epoch 1723 | loss: 0.0310786 | val_loss: 0.0311087 | Time: 3911.86 ms
[2022-04-20 20:11:04 main:581] : INFO : Epoch 1724 | loss: 0.0310725 | val_loss: 0.03111 | Time: 3907.89 ms
[2022-04-20 20:11:08 main:581] : INFO : Epoch 1725 | loss: 0.0310675 | val_loss: 0.0311111 | Time: 3931.87 ms
[2022-04-20 20:11:12 main:581] : INFO : Epoch 1726 | loss: 0.0310635 | val_loss: 0.0311107 | Time: 3931.58 ms
[2022-04-20 20:11:16 main:581] : INFO : Epoch 1727 | loss: 0.0310674 | val_loss: 0.0311145 | Time: 3920.2 ms
[2022-04-20 20:11:20 main:581] : INFO : Epoch 1728 | loss: 0.0310622 | val_loss: 0.0311185 | Time: 3921.24 ms
[2022-04-20 20:11:24 main:581] : INFO : Epoch 1729 | loss: 0.0310654 | val_loss: 0.0311158 | Time: 3897.91 ms
[2022-04-20 20:11:28 main:581] : INFO : Epoch 1730 | loss: 0.0310634 | val_loss: 0.0311278 | Time: 3933.2 ms
[2022-04-20 20:11:32 main:581] : INFO : Epoch 1731 | loss: 0.0310673 | val_loss: 0.031118 | Time: 3911.9 ms
[2022-04-20 20:11:36 main:581] : INFO : Epoch 1732 | loss: 0.0310645 | val_loss: 0.031117 | Time: 3907.83 ms
[2022-04-20 20:11:40 main:581] : INFO : Epoch 1733 | loss: 0.031062 | val_loss: 0.0311114 | Time: 3899.88 ms
[2022-04-20 20:11:44 main:581] : INFO : Epoch 1734 | loss: 0.0310603 | val_loss: 0.0311116 | Time: 3907.9 ms
[2022-04-20 20:11:47 main:581] : INFO : Epoch 1735 | loss: 0.0310622 | val_loss: 0.0311172 | Time: 3907.8 ms
[2022-04-20 20:11:51 main:581] : INFO : Epoch 1736 | loss: 0.0310635 | val_loss: 0.031109 | Time: 3895.88 ms
[2022-04-20 20:11:55 main:581] : INFO : Epoch 1737 | loss: 0.0310845 | val_loss: 0.0311281 | Time: 3919.87 ms
[2022-04-20 20:11:59 main:581] : INFO : Epoch 1738 | loss: 0.0310932 | val_loss: 0.0311138 | Time: 3915.88 ms
[2022-04-20 20:12:03 main:581] : INFO : Epoch 1739 | loss: 0.0310851 | val_loss: 0.0311109 | Time: 3911.47 ms
[2022-04-20 20:12:07 main:581] : INFO : Epoch 1740 | loss: 0.0310774 | val_loss: 0.0311106 | Time: 3916.05 ms
[2022-04-20 20:12:11 main:581] : INFO : Epoch 1741 | loss: 0.0310722 | val_loss: 0.0311132 | Time: 3905.02 ms
[2022-04-20 20:12:15 main:581] : INFO : Epoch 1742 | loss: 0.0310698 | val_loss: 0.0311051 | Time: 3923 ms
[2022-04-20 20:12:19 main:581] : INFO : Epoch 1743 | loss: 0.0310706 | val_loss: 0.0311058 | Time: 3903.82 ms
[2022-04-20 20:12:23 main:581] : INFO : Epoch 1744 | loss: 0.031066 | val_loss: 0.0311145 | Time: 3911.87 ms
[2022-04-20 20:12:27 main:581] : INFO : Epoch 1745 | loss: 0.0310673 | val_loss: 0.0311231 | Time: 3923.93 ms
[2022-04-20 20:12:30 main:581] : INFO : Epoch 1746 | loss: 0.0310672 | val_loss: 0.0311124 | Time: 3911.82 ms
[2022-04-20 20:12:34 main:581] : INFO : Epoch 1747 | loss: 0.0310677 | val_loss: 0.0311089 | Time: 3895.86 ms
[2022-04-20 20:12:38 main:581] : INFO : Epoch 1748 | loss: 0.0310663 | val_loss: 0.0311135 | Time: 3907.88 ms
[2022-04-20 20:12:42 main:581] : INFO : Epoch 1749 | loss: 0.0310651 | val_loss: 0.0311114 | Time: 3899.87 ms
[2022-04-20 20:12:46 main:581] : INFO : Epoch 1750 | loss: 0.031069 | val_loss: 0.0311104 | Time: 3903.89 ms
[2022-04-20 20:12:50 main:581] : INFO : Epoch 1751 | loss: 0.0310686 | val_loss: 0.0311175 | Time: 3912.56 ms
[2022-04-20 20:12:54 main:581] : INFO : Epoch 1752 | loss: 0.0310657 | val_loss: 0.0311106 | Time: 3911.2 ms
[2022-04-20 20:12:58 main:581] : INFO : Epoch 1753 | loss: 0.0310646 | val_loss: 0.0311227 | Time: 3900.46 ms
[2022-04-20 20:13:02 main:581] : INFO : Epoch 1754 | loss: 0.0310744 | val_loss: 0.0311164 | Time: 3912.16 ms
[2022-04-20 20:13:06 main:581] : INFO : Epoch 1755 | loss: 0.0310756 | val_loss: 0.0311228 | Time: 3910.96 ms
[2022-04-20 20:13:10 main:581] : INFO : Epoch 1756 | loss: 0.03107 | val_loss: 0.0311151 | Time: 3908.16 ms
[2022-04-20 20:13:13 main:581] : INFO : Epoch 1757 | loss: 0.0310653 | val_loss: 0.0311153 | Time: 3907.59 ms
[2022-04-20 20:13:17 main:581] : INFO : Epoch 1758 | loss: 0.0310634 | val_loss: 0.0311116 | Time: 3897.12 ms
[2022-04-20 20:13:21 main:581] : INFO : Epoch 1759 | loss: 0.0310616 | val_loss: 0.0311138 | Time: 3922.64 ms
[2022-04-20 20:13:25 main:581] : INFO : Epoch 1760 | loss: 0.0310619 | val_loss: 0.0311124 | Time: 3927.86 ms
[2022-04-20 20:13:29 main:581] : INFO : Epoch 1761 | loss: 0.0310615 | val_loss: 0.0311157 | Time: 3899.88 ms
[2022-04-20 20:13:33 main:581] : INFO : Epoch 1762 | loss: 0.0310595 | val_loss: 0.031111 | Time: 3891.88 ms
[2022-04-20 20:13:37 main:581] : INFO : Epoch 1763 | loss: 0.0310635 | val_loss: 0.0311201 | Time: 3919.88 ms
[2022-04-20 20:13:41 main:581] : INFO : Epoch 1764 | loss: 0.0310621 | val_loss: 0.0311146 | Time: 3911.9 ms
[2022-04-20 20:13:45 main:581] : INFO : Epoch 1765 | loss: 0.0310603 | val_loss: 0.031117 | Time: 3915.48 ms
[2022-04-20 20:13:49 main:581] : INFO : Epoch 1766 | loss: 0.0310598 | val_loss: 0.0311149 | Time: 3900.24 ms
[2022-04-20 20:13:53 main:581] : INFO : Epoch 1767 | loss: 0.031058 | val_loss: 0.0311096 | Time: 3891.89 ms
[2022-04-20 20:13:56 main:581] : INFO : Epoch 1768 | loss: 0.0310591 | val_loss: 0.03112 | Time: 3904.07 ms
[2022-04-20 20:14:00 main:581] : INFO : Epoch 1769 | loss: 0.0310615 | val_loss: 0.0311259 | Time: 3919.7 ms
[2022-04-20 20:14:04 main:581] : INFO : Epoch 1770 | loss: 0.0310577 | val_loss: 0.0311134 | Time: 3907.91 ms
[2022-04-20 20:14:08 main:581] : INFO : Epoch 1771 | loss: 0.031055 | val_loss: 0.0311082 | Time: 3920.79 ms
[2022-04-20 20:14:12 main:581] : INFO : Epoch 1772 | loss: 0.0310549 | val_loss: 0.0311085 | Time: 3919 ms
[2022-04-20 20:14:16 main:581] : INFO : Epoch 1773 | loss: 0.031058 | val_loss: 0.031116 | Time: 3904.27 ms
[2022-04-20 20:14:20 main:581] : INFO : Epoch 1774 | loss: 0.0310582 | val_loss: 0.0311154 | Time: 3916.07 ms
[2022-04-20 20:14:24 main:581] : INFO : Epoch 1775 | loss: 0.0310555 | val_loss: 0.0311107 | Time: 3912.35 ms
[2022-04-20 20:14:28 main:581] : INFO : Epoch 1776 | loss: 0.0310543 | val_loss: 0.0311082 | Time: 3931.39 ms
[2022-04-20 20:14:32 main:581] : INFO : Epoch 1777 | loss: 0.0310523 | val_loss: 0.0311239 | Time: 3923.79 ms
[2022-04-20 20:14:36 main:581] : INFO : Epoch 1778 | loss: 0.0310528 | val_loss: 0.0311225 | Time: 3915.97 ms
[2022-04-20 20:14:40 main:581] : INFO : Epoch 1779 | loss: 0.0310493 | val_loss: 0.0311114 | Time: 3915.32 ms
[2022-04-20 20:14:43 main:581] : INFO : Epoch 1780 | loss: 0.0310493 | val_loss: 0.031122 | Time: 3907.83 ms
[2022-04-20 20:14:47 main:581] : INFO : Epoch 1781 | loss: 0.0310484 | val_loss: 0.0311216 | Time: 3919.87 ms
[2022-04-20 20:14:51 main:581] : INFO : Epoch 1782 | loss: 0.031058 | val_loss: 0.0311137 | Time: 3896.7 ms
[2022-04-20 20:14:55 main:581] : INFO : Epoch 1783 | loss: 0.0310574 | val_loss: 0.0311189 | Time: 3915.09 ms
[2022-04-20 20:14:59 main:581] : INFO : Epoch 1784 | loss: 0.0310547 | val_loss: 0.0311132 | Time: 3883.86 ms
[2022-04-20 20:15:03 main:581] : INFO : Epoch 1785 | loss: 0.0310544 | val_loss: 0.0311179 | Time: 3910.89 ms
[2022-04-20 20:15:07 main:581] : INFO : Epoch 1786 | loss: 0.0310527 | val_loss: 0.0311187 | Time: 3908.91 ms
[2022-04-20 20:15:11 main:581] : INFO : Epoch 1787 | loss: 0.0310784 | val_loss: 0.0311329 | Time: 3905.71 ms
[2022-04-20 20:15:15 main:581] : INFO : Epoch 1788 | loss: 0.0310892 | val_loss: 0.0311251 | Time: 3912.53 ms
[2022-04-20 20:15:19 main:581] : INFO : Epoch 1789 | loss: 0.0310884 | val_loss: 0.0311283 | Time: 3921.37 ms
[2022-04-20 20:15:23 main:581] : INFO : Epoch 1790 | loss: 0.0310825 | val_loss: 0.0311214 | Time: 3900.7 ms
[2022-04-20 20:15:26 main:581] : INFO : Epoch 1791 | loss: 0.0310807 | val_loss: 0.031115 | Time: 3923.06 ms
[2022-04-20 20:15:30 main:581] : INFO : Epoch 1792 | loss: 0.0310754 | val_loss: 0.0311173 | Time: 3923.87 ms
[2022-04-20 20:15:34 main:581] : INFO : Epoch 1793 | loss: 0.031074 | val_loss: 0.0311158 | Time: 3919.88 ms
[2022-04-20 20:15:38 main:581] : INFO : Epoch 1794 | loss: 0.0310709 | val_loss: 0.0311268 | Time: 3904.42 ms
[2022-04-20 20:15:42 main:581] : INFO : Epoch 1795 | loss: 0.0310642 | val_loss: 0.0311193 | Time: 3923.39 ms
[2022-04-20 20:15:46 main:581] : INFO : Epoch 1796 | loss: 0.0310612 | val_loss: 0.0311191 | Time: 3907.8 ms
[2022-04-20 20:15:50 main:581] : INFO : Epoch 1797 | loss: 0.0310603 | val_loss: 0.0311107 | Time: 3919.89 ms
[2022-04-20 20:15:54 main:581] : INFO : Epoch 1798 | loss: 0.0310616 | val_loss: 0.0311117 | Time: 3908.57 ms
[2022-04-20 20:15:58 main:581] : INFO : Epoch 1799 | loss: 0.0310732 | val_loss: 0.0311184 | Time: 3907.54 ms
[2022-04-20 20:16:02 main:581] : INFO : Epoch 1800 | loss: 0.0310669 | val_loss: 0.03111 | Time: 3907.99 ms
[2022-04-20 20:16:06 main:581] : INFO : Epoch 1801 | loss: 0.0310627 | val_loss: 0.0311193 | Time: 3919.4 ms
[2022-04-20 20:16:09 main:581] : INFO : Epoch 1802 | loss: 0.0310627 | val_loss: 0.031115 | Time: 3911.85 ms
[2022-04-20 20:16:13 main:581] : INFO : Epoch 1803 | loss: 0.0310631 | val_loss: 0.0311162 | Time: 3915.9 ms
[2022-04-20 20:16:17 main:581] : INFO : Epoch 1804 | loss: 0.0310681 | val_loss: 0.0311126 | Time: 3889.05 ms
[2022-04-20 20:16:21 main:581] : INFO : Epoch 1805 | loss: 0.0310601 | val_loss: 0.031117 | Time: 3930.99 ms
[2022-04-20 20:16:25 main:581] : INFO : Epoch 1806 | loss: 0.0310581 | val_loss: 0.0311166 | Time: 3915.59 ms
[2022-04-20 20:16:29 main:581] : INFO : Epoch 1807 | loss: 0.0310576 | val_loss: 0.0311172 | Time: 3896.37 ms
[2022-04-20 20:16:33 main:581] : INFO : Epoch 1808 | loss: 0.0310588 | val_loss: 0.031112 | Time: 3915.4 ms
[2022-04-20 20:16:37 main:581] : INFO : Epoch 1809 | loss: 0.0310557 | val_loss: 0.0311188 | Time: 3907.23 ms
[2022-04-20 20:16:41 main:581] : INFO : Epoch 1810 | loss: 0.0310845 | val_loss: 0.0311179 | Time: 3924.47 ms
[2022-04-20 20:16:45 main:581] : INFO : Epoch 1811 | loss: 0.03109 | val_loss: 0.0311129 | Time: 3923.89 ms
[2022-04-20 20:16:49 main:581] : INFO : Epoch 1812 | loss: 0.0310856 | val_loss: 0.0311121 | Time: 3903.86 ms
[2022-04-20 20:16:53 main:581] : INFO : Epoch 1813 | loss: 0.0310813 | val_loss: 0.0311173 | Time: 3911.86 ms
[2022-04-20 20:16:56 main:581] : INFO : Epoch 1814 | loss: 0.0310762 | val_loss: 0.0311111 | Time: 3935.18 ms
[2022-04-20 20:17:00 main:581] : INFO : Epoch 1815 | loss: 0.0310768 | val_loss: 0.0311098 | Time: 3912.75 ms
[2022-04-20 20:17:04 main:581] : INFO : Epoch 1816 | loss: 0.0310732 | val_loss: 0.0311107 | Time: 3904.51 ms
[2022-04-20 20:17:08 main:581] : INFO : Epoch 1817 | loss: 0.0310685 | val_loss: 0.0311123 | Time: 3912.29 ms
[2022-04-20 20:17:12 main:581] : INFO : Epoch 1818 | loss: 0.031069 | val_loss: 0.0311114 | Time: 3927.13 ms
[2022-04-20 20:17:16 main:581] : INFO : Epoch 1819 | loss: 0.031066 | val_loss: 0.0311144 | Time: 3907.44 ms
[2022-04-20 20:17:20 main:581] : INFO : Epoch 1820 | loss: 0.0310652 | val_loss: 0.031116 | Time: 3907.84 ms
[2022-04-20 20:17:24 main:581] : INFO : Epoch 1821 | loss: 0.0310668 | val_loss: 0.0311156 | Time: 3899.7 ms
[2022-04-20 20:17:28 main:581] : INFO : Epoch 1822 | loss: 0.03107 | val_loss: 0.0311153 | Time: 3892.02 ms
[2022-04-20 20:17:32 main:581] : INFO : Epoch 1823 | loss: 0.0310703 | val_loss: 0.0311215 | Time: 3935.53 ms
[2022-04-20 20:17:36 main:581] : INFO : Epoch 1824 | loss: 0.0310671 | val_loss: 0.0311091 | Time: 3932.71 ms
[2022-04-20 20:17:40 main:581] : INFO : Epoch 1825 | loss: 0.0310638 | val_loss: 0.0311163 | Time: 3907.89 ms
[2022-04-20 20:17:43 main:581] : INFO : Epoch 1826 | loss: 0.031059 | val_loss: 0.0311245 | Time: 3907.12 ms
[2022-04-20 20:17:47 main:581] : INFO : Epoch 1827 | loss: 0.0310571 | val_loss: 0.0311185 | Time: 3916.15 ms
[2022-04-20 20:17:51 main:581] : INFO : Epoch 1828 | loss: 0.0310571 | val_loss: 0.0311212 | Time: 3908.36 ms
[2022-04-20 20:17:55 main:581] : INFO : Epoch 1829 | loss: 0.03106 | val_loss: 0.031119 | Time: 3915.89 ms
[2022-04-20 20:17:59 main:581] : INFO : Epoch 1830 | loss: 0.0310575 | val_loss: 0.0311094 | Time: 3903.86 ms
[2022-04-20 20:18:03 main:581] : INFO : Epoch 1831 | loss: 0.0310595 | val_loss: 0.0311196 | Time: 3911.9 ms
[2022-04-20 20:18:07 main:581] : INFO : Epoch 1832 | loss: 0.0310658 | val_loss: 0.0311143 | Time: 3899.85 ms
[2022-04-20 20:18:11 main:581] : INFO : Epoch 1833 | loss: 0.031067 | val_loss: 0.0311138 | Time: 3899.88 ms
[2022-04-20 20:18:15 main:581] : INFO : Epoch 1834 | loss: 0.0310603 | val_loss: 0.0311108 | Time: 3899.9 ms
[2022-04-20 20:18:19 main:581] : INFO : Epoch 1835 | loss: 0.0310599 | val_loss: 0.0311155 | Time: 3903.85 ms
[2022-04-20 20:18:23 main:581] : INFO : Epoch 1836 | loss: 0.0310582 | val_loss: 0.0311198 | Time: 3915.9 ms
[2022-04-20 20:18:26 main:581] : INFO : Epoch 1837 | loss: 0.0310563 | val_loss: 0.0311173 | Time: 3914.86 ms
[2022-04-20 20:18:30 main:581] : INFO : Epoch 1838 | loss: 0.0310619 | val_loss: 0.0311067 | Time: 3917.46 ms
[2022-04-20 20:18:34 main:581] : INFO : Epoch 1839 | loss: 0.0310594 | val_loss: 0.0311148 | Time: 3907.33 ms
[2022-04-20 20:18:38 main:581] : INFO : Epoch 1840 | loss: 0.0310728 | val_loss: 0.0311157 | Time: 3911.91 ms
[2022-04-20 20:18:42 main:581] : INFO : Epoch 1841 | loss: 0.0310638 | val_loss: 0.0311193 | Time: 3915.84 ms
[2022-04-20 20:18:46 main:581] : INFO : Epoch 1842 | loss: 0.0310606 | val_loss: 0.0311131 | Time: 3915.89 ms
[2022-04-20 20:18:50 main:581] : INFO : Epoch 1843 | loss: 0.0310578 | val_loss: 0.0311223 | Time: 3911.67 ms
[2022-04-20 20:18:54 main:581] : INFO : Epoch 1844 | loss: 0.0310617 | val_loss: 0.0311254 | Time: 3908.97 ms
[2022-04-20 20:18:58 main:581] : INFO : Epoch 1845 | loss: 0.0310619 | val_loss: 0.0311126 | Time: 3918.96 ms
[2022-04-20 20:19:02 main:581] : INFO : Epoch 1846 | loss: 0.031057 | val_loss: 0.0311165 | Time: 3927.87 ms
[2022-04-20 20:19:06 main:581] : INFO : Epoch 1847 | loss: 0.0310564 | val_loss: 0.0311038 | Time: 3935.88 ms
[2022-04-20 20:19:09 main:581] : INFO : Epoch 1848 | loss: 0.0310585 | val_loss: 0.0311118 | Time: 3901.78 ms
[2022-04-20 20:19:13 main:581] : INFO : Epoch 1849 | loss: 0.0310573 | val_loss: 0.0311189 | Time: 3914.83 ms
[2022-04-20 20:19:17 main:581] : INFO : Epoch 1850 | loss: 0.0310556 | val_loss: 0.0311116 | Time: 3935.04 ms
[2022-04-20 20:19:21 main:581] : INFO : Epoch 1851 | loss: 0.0310553 | val_loss: 0.031121 | Time: 3895.92 ms
[2022-04-20 20:19:25 main:581] : INFO : Epoch 1852 | loss: 0.0310533 | val_loss: 0.031109 | Time: 3911.84 ms
[2022-04-20 20:19:29 main:581] : INFO : Epoch 1853 | loss: 0.0310533 | val_loss: 0.0311174 | Time: 3896.42 ms
[2022-04-20 20:19:33 main:581] : INFO : Epoch 1854 | loss: 0.0310504 | val_loss: 0.03112 | Time: 3923.39 ms
[2022-04-20 20:19:37 main:581] : INFO : Epoch 1855 | loss: 0.0310551 | val_loss: 0.0311245 | Time: 3915.82 ms
[2022-04-20 20:19:41 main:581] : INFO : Epoch 1856 | loss: 0.0310541 | val_loss: 0.0311138 | Time: 3915.87 ms
[2022-04-20 20:19:45 main:581] : INFO : Epoch 1857 | loss: 0.0310514 | val_loss: 0.031113 | Time: 3924.82 ms
[2022-04-20 20:19:49 main:581] : INFO : Epoch 1858 | loss: 0.0310526 | val_loss: 0.0311229 | Time: 3910.22 ms
[2022-04-20 20:19:53 main:581] : INFO : Epoch 1859 | loss: 0.0310505 | val_loss: 0.0311167 | Time: 3908.6 ms
[2022-04-20 20:19:56 main:581] : INFO : Epoch 1860 | loss: 0.0310576 | val_loss: 0.0311113 | Time: 3899.9 ms
[2022-04-20 20:20:00 main:581] : INFO : Epoch 1861 | loss: 0.031059 | val_loss: 0.0311135 | Time: 3915.85 ms
[2022-04-20 20:20:04 main:581] : INFO : Epoch 1862 | loss: 0.0310545 | val_loss: 0.0311099 | Time: 3908.77 ms
[2022-04-20 20:20:08 main:581] : INFO : Epoch 1863 | loss: 0.0310522 | val_loss: 0.0311103 | Time: 3915.39 ms
[2022-04-20 20:20:12 main:581] : INFO : Epoch 1864 | loss: 0.0310548 | val_loss: 0.0311026 | Time: 3926.16 ms
[2022-04-20 20:20:16 main:581] : INFO : Epoch 1865 | loss: 0.031054 | val_loss: 0.0311114 | Time: 3913.21 ms
[2022-04-20 20:20:20 main:581] : INFO : Epoch 1866 | loss: 0.0310593 | val_loss: 0.0311196 | Time: 3907.67 ms
[2022-04-20 20:20:24 main:581] : INFO : Epoch 1867 | loss: 0.0310566 | val_loss: 0.0311189 | Time: 3908.07 ms
[2022-04-20 20:20:28 main:581] : INFO : Epoch 1868 | loss: 0.0310554 | val_loss: 0.0311149 | Time: 3923.87 ms
[2022-04-20 20:20:32 main:581] : INFO : Epoch 1869 | loss: 0.0310543 | val_loss: 0.0311135 | Time: 3899.88 ms
[2022-04-20 20:20:36 main:581] : INFO : Epoch 1870 | loss: 0.0310546 | val_loss: 0.0311169 | Time: 3896 ms
[2022-04-20 20:20:39 main:581] : INFO : Epoch 1871 | loss: 0.031052 | val_loss: 0.0311099 | Time: 3903.43 ms
[2022-04-20 20:20:43 main:581] : INFO : Epoch 1872 | loss: 0.0310516 | val_loss: 0.0311201 | Time: 3924.16 ms
[2022-04-20 20:20:47 main:581] : INFO : Epoch 1873 | loss: 0.0310512 | val_loss: 0.031112 | Time: 3912.31 ms
[2022-04-20 20:20:51 main:581] : INFO : Epoch 1874 | loss: 0.0310503 | val_loss: 0.0311175 | Time: 3907.46 ms
[2022-04-20 20:20:55 main:581] : INFO : Epoch 1875 | loss: 0.0310606 | val_loss: 0.0311178 | Time: 3907.87 ms
[2022-04-20 20:20:59 main:581] : INFO : Epoch 1876 | loss: 0.0310752 | val_loss: 0.0311236 | Time: 3947.91 ms
[2022-04-20 20:21:03 main:581] : INFO : Epoch 1877 | loss: 0.0310969 | val_loss: 0.0311211 | Time: 3899.81 ms
[2022-04-20 20:21:07 main:581] : INFO : Epoch 1878 | loss: 0.0310814 | val_loss: 0.0311202 | Time: 3924.37 ms
[2022-04-20 20:21:11 main:581] : INFO : Epoch 1879 | loss: 0.0310777 | val_loss: 0.0311144 | Time: 3912.5 ms
[2022-04-20 20:21:15 main:581] : INFO : Epoch 1880 | loss: 0.0310768 | val_loss: 0.0311193 | Time: 3906.02 ms
[2022-04-20 20:21:19 main:581] : INFO : Epoch 1881 | loss: 0.0310719 | val_loss: 0.0311213 | Time: 3920.64 ms
[2022-04-20 20:21:23 main:581] : INFO : Epoch 1882 | loss: 0.0310698 | val_loss: 0.0311225 | Time: 3895.91 ms
[2022-04-20 20:21:26 main:581] : INFO : Epoch 1883 | loss: 0.0310877 | val_loss: 0.0311229 | Time: 3923.88 ms
[2022-04-20 20:21:30 main:581] : INFO : Epoch 1884 | loss: 0.031084 | val_loss: 0.0311187 | Time: 3920.32 ms
[2022-04-20 20:21:34 main:581] : INFO : Epoch 1885 | loss: 0.0310817 | val_loss: 0.0311156 | Time: 3904.33 ms
[2022-04-20 20:21:38 main:581] : INFO : Epoch 1886 | loss: 0.0310751 | val_loss: 0.031122 | Time: 3915.02 ms
[2022-04-20 20:21:42 main:581] : INFO : Epoch 1887 | loss: 0.0310756 | val_loss: 0.0311183 | Time: 3907.39 ms
[2022-04-20 20:21:46 main:581] : INFO : Epoch 1888 | loss: 0.0310695 | val_loss: 0.0311191 | Time: 3912.35 ms
[2022-04-20 20:21:50 main:581] : INFO : Epoch 1889 | loss: 0.0310668 | val_loss: 0.0311231 | Time: 3932.12 ms
[2022-04-20 20:21:54 main:581] : INFO : Epoch 1890 | loss: 0.0310657 | val_loss: 0.0311213 | Time: 3904.5 ms
[2022-04-20 20:21:58 main:581] : INFO : Epoch 1891 | loss: 0.031064 | val_loss: 0.0311193 | Time: 3911.05 ms
[2022-04-20 20:22:02 main:581] : INFO : Epoch 1892 | loss: 0.0310608 | val_loss: 0.0311127 | Time: 3915.84 ms
[2022-04-20 20:22:06 main:581] : INFO : Epoch 1893 | loss: 0.031058 | val_loss: 0.0311066 | Time: 3915.89 ms
[2022-04-20 20:22:10 main:581] : INFO : Epoch 1894 | loss: 0.031057 | val_loss: 0.0311127 | Time: 3911.79 ms
[2022-04-20 20:22:13 main:581] : INFO : Epoch 1895 | loss: 0.0310557 | val_loss: 0.0311116 | Time: 3927.93 ms
[2022-04-20 20:22:17 main:581] : INFO : Epoch 1896 | loss: 0.0310546 | val_loss: 0.0311126 | Time: 3915.93 ms
[2022-04-20 20:22:21 main:581] : INFO : Epoch 1897 | loss: 0.0310568 | val_loss: 0.0311121 | Time: 3911.83 ms
[2022-04-20 20:22:25 main:581] : INFO : Epoch 1898 | loss: 0.0310563 | val_loss: 0.0311051 | Time: 3911.87 ms
[2022-04-20 20:22:29 main:581] : INFO : Epoch 1899 | loss: 0.0310542 | val_loss: 0.0311056 | Time: 3899.89 ms
[2022-04-20 20:22:33 main:581] : INFO : Epoch 1900 | loss: 0.0310543 | val_loss: 0.031115 | Time: 3903.85 ms
[2022-04-20 20:22:37 main:581] : INFO : Epoch 1901 | loss: 0.0310694 | val_loss: 0.0311105 | Time: 3904.43 ms
[2022-04-20 20:22:41 main:581] : INFO : Epoch 1902 | loss: 0.0310723 | val_loss: 0.0311209 | Time: 3911.35 ms
[2022-04-20 20:22:45 main:581] : INFO : Epoch 1903 | loss: 0.0310651 | val_loss: 0.0311163 | Time: 3907.63 ms
[2022-04-20 20:22:49 main:581] : INFO : Epoch 1904 | loss: 0.0310632 | val_loss: 0.0311131 | Time: 3912.12 ms
[2022-04-20 20:22:53 main:581] : INFO : Epoch 1905 | loss: 0.0310624 | val_loss: 0.0311126 | Time: 3946.61 ms
[2022-04-20 20:22:56 main:581] : INFO : Epoch 1906 | loss: 0.0310665 | val_loss: 0.0311139 | Time: 3902 ms
[2022-04-20 20:23:00 main:581] : INFO : Epoch 1907 | loss: 0.0310618 | val_loss: 0.0311101 | Time: 3923.49 ms
[2022-04-20 20:23:04 main:581] : INFO : Epoch 1908 | loss: 0.0310565 | val_loss: 0.0311151 | Time: 3919.39 ms
[2022-04-20 20:23:08 main:581] : INFO : Epoch 1909 | loss: 0.0310542 | val_loss: 0.0311174 | Time: 3907.88 ms
[2022-04-20 20:23:12 main:581] : INFO : Epoch 1910 | loss: 0.0310587 | val_loss: 0.0311113 | Time: 3912.24 ms
[2022-04-20 20:23:16 main:581] : INFO : Epoch 1911 | loss: 0.0310636 | val_loss: 0.0311158 | Time: 3919.52 ms
[2022-04-20 20:23:20 main:581] : INFO : Epoch 1912 | loss: 0.0310609 | val_loss: 0.0311217 | Time: 3907.06 ms
[2022-04-20 20:23:24 main:581] : INFO : Epoch 1913 | loss: 0.031062 | val_loss: 0.0311021 | Time: 3904.68 ms
[2022-04-20 20:23:28 main:581] : INFO : Epoch 1914 | loss: 0.0310572 | val_loss: 0.0311096 | Time: 3943.89 ms
[2022-04-20 20:23:32 main:581] : INFO : Epoch 1915 | loss: 0.0310551 | val_loss: 0.0311135 | Time: 3907.87 ms
[2022-04-20 20:23:36 main:581] : INFO : Epoch 1916 | loss: 0.0310559 | val_loss: 0.0311091 | Time: 3931.89 ms
[2022-04-20 20:23:40 main:581] : INFO : Epoch 1917 | loss: 0.0310594 | val_loss: 0.0311188 | Time: 3915.89 ms
[2022-04-20 20:23:43 main:581] : INFO : Epoch 1918 | loss: 0.0310694 | val_loss: 0.0311195 | Time: 3908.71 ms
[2022-04-20 20:23:47 main:581] : INFO : Epoch 1919 | loss: 0.0310686 | val_loss: 0.0311176 | Time: 3911.47 ms
[2022-04-20 20:23:51 main:581] : INFO : Epoch 1920 | loss: 0.0310694 | val_loss: 0.0311157 | Time: 3935.89 ms
[2022-04-20 20:23:55 main:581] : INFO : Epoch 1921 | loss: 0.0310674 | val_loss: 0.0311105 | Time: 3899.43 ms
[2022-04-20 20:23:59 main:581] : INFO : Epoch 1922 | loss: 0.0310627 | val_loss: 0.0311112 | Time: 3919.21 ms
[2022-04-20 20:24:03 main:581] : INFO : Epoch 1923 | loss: 0.0310668 | val_loss: 0.0311277 | Time: 3908.96 ms
[2022-04-20 20:24:07 main:581] : INFO : Epoch 1924 | loss: 0.0310672 | val_loss: 0.0311085 | Time: 3907.91 ms
[2022-04-20 20:24:11 main:581] : INFO : Epoch 1925 | loss: 0.0310641 | val_loss: 0.0311228 | Time: 3908.48 ms
[2022-04-20 20:24:15 main:581] : INFO : Epoch 1926 | loss: 0.0310625 | val_loss: 0.031115 | Time: 3907.25 ms
[2022-04-20 20:24:19 main:581] : INFO : Epoch 1927 | loss: 0.0310619 | val_loss: 0.031122 | Time: 3916.86 ms
[2022-04-20 20:24:23 main:581] : INFO : Epoch 1928 | loss: 0.0310724 | val_loss: 0.0311093 | Time: 3890.91 ms
[2022-04-20 20:24:27 main:581] : INFO : Epoch 1929 | loss: 0.0310713 | val_loss: 0.0311157 | Time: 3916.29 ms
[2022-04-20 20:24:30 main:581] : INFO : Epoch 1930 | loss: 0.0310726 | val_loss: 0.0311204 | Time: 3911.46 ms
[2022-04-20 20:24:34 main:581] : INFO : Epoch 1931 | loss: 0.0310684 | val_loss: 0.0311169 | Time: 3911.89 ms
[2022-04-20 20:24:38 main:581] : INFO : Epoch 1932 | loss: 0.0310667 | val_loss: 0.0311139 | Time: 3915.86 ms
[2022-04-20 20:24:42 main:581] : INFO : Epoch 1933 | loss: 0.0310655 | val_loss: 0.031117 | Time: 3915.91 ms
[2022-04-20 20:24:46 main:581] : INFO : Epoch 1934 | loss: 0.0310671 | val_loss: 0.0311157 | Time: 3912.2 ms
[2022-04-20 20:24:50 main:581] : INFO : Epoch 1935 | loss: 0.031066 | val_loss: 0.0311062 | Time: 3916 ms
[2022-04-20 20:24:54 main:581] : INFO : Epoch 1936 | loss: 0.0310666 | val_loss: 0.0311166 | Time: 3919.01 ms
[2022-04-20 20:24:58 main:581] : INFO : Epoch 1937 | loss: 0.0310631 | val_loss: 0.0311075 | Time: 3914.27 ms
[2022-04-20 20:25:02 main:581] : INFO : Epoch 1938 | loss: 0.0310649 | val_loss: 0.0311136 | Time: 3901.9 ms
[2022-04-20 20:25:06 main:581] : INFO : Epoch 1939 | loss: 0.0310647 | val_loss: 0.0311137 | Time: 3915.86 ms
[2022-04-20 20:25:10 main:581] : INFO : Epoch 1940 | loss: 0.0310636 | val_loss: 0.0311221 | Time: 3889.38 ms
[2022-04-20 20:25:13 main:581] : INFO : Epoch 1941 | loss: 0.031062 | val_loss: 0.031118 | Time: 3905.33 ms
[2022-04-20 20:25:17 main:581] : INFO : Epoch 1942 | loss: 0.0310668 | val_loss: 0.0311119 | Time: 3896.9 ms
[2022-04-20 20:25:21 main:581] : INFO : Epoch 1943 | loss: 0.0310669 | val_loss: 0.0311077 | Time: 3899.88 ms
[2022-04-20 20:25:25 main:581] : INFO : Epoch 1944 | loss: 0.0310644 | val_loss: 0.0311099 | Time: 3923.88 ms
[2022-04-20 20:25:29 main:581] : INFO : Epoch 1945 | loss: 0.0310678 | val_loss: 0.0311177 | Time: 3896.18 ms
[2022-04-20 20:25:33 main:581] : INFO : Epoch 1946 | loss: 0.0310663 | val_loss: 0.0311057 | Time: 3919.6 ms
[2022-04-20 20:25:37 main:581] : INFO : Epoch 1947 | loss: 0.0310711 | val_loss: 0.0311062 | Time: 3896.45 ms
[2022-04-20 20:25:41 main:581] : INFO : Epoch 1948 | loss: 0.031064 | val_loss: 0.0311082 | Time: 3922.9 ms
[2022-04-20 20:25:45 main:581] : INFO : Epoch 1949 | loss: 0.0310619 | val_loss: 0.0311063 | Time: 3911.23 ms
[2022-04-20 20:25:49 main:581] : INFO : Epoch 1950 | loss: 0.0310637 | val_loss: 0.0311102 | Time: 3908.92 ms
[2022-04-20 20:25:53 main:581] : INFO : Epoch 1951 | loss: 0.0310678 | val_loss: 0.0311177 | Time: 3919.84 ms
[2022-04-20 20:25:56 main:581] : INFO : Epoch 1952 | loss: 0.0311026 | val_loss: 0.0311336 | Time: 3907.91 ms
[2022-04-20 20:26:00 main:581] : INFO : Epoch 1953 | loss: 0.0311126 | val_loss: 0.0311293 | Time: 3899.88 ms
[2022-04-20 20:26:04 main:581] : INFO : Epoch 1954 | loss: 0.0311154 | val_loss: 0.0311289 | Time: 3900.71 ms
[2022-04-20 20:26:08 main:581] : INFO : Epoch 1955 | loss: 0.0311144 | val_loss: 0.0311325 | Time: 3907.61 ms
[2022-04-20 20:26:12 main:581] : INFO : Epoch 1956 | loss: 0.0311099 | val_loss: 0.031127 | Time: 3902.9 ms
[2022-04-20 20:26:16 main:581] : INFO : Epoch 1957 | loss: 0.0311051 | val_loss: 0.0311348 | Time: 3896.88 ms
[2022-04-20 20:26:20 main:581] : INFO : Epoch 1958 | loss: 0.0311048 | val_loss: 0.0311277 | Time: 3907.3 ms
[2022-04-20 20:26:24 main:581] : INFO : Epoch 1959 | loss: 0.0311028 | val_loss: 0.031124 | Time: 3907.9 ms
[2022-04-20 20:26:28 main:581] : INFO : Epoch 1960 | loss: 0.0311026 | val_loss: 0.0311277 | Time: 3900.5 ms
[2022-04-20 20:26:32 main:581] : INFO : Epoch 1961 | loss: 0.0311005 | val_loss: 0.0311266 | Time: 3923.25 ms
[2022-04-20 20:26:36 main:581] : INFO : Epoch 1962 | loss: 0.0310941 | val_loss: 0.0311279 | Time: 3923.86 ms
[2022-04-20 20:26:39 main:581] : INFO : Epoch 1963 | loss: 0.0310931 | val_loss: 0.0311245 | Time: 3899.89 ms
[2022-04-20 20:26:43 main:581] : INFO : Epoch 1964 | loss: 0.0310894 | val_loss: 0.0311211 | Time: 3911.86 ms
[2022-04-20 20:26:47 main:581] : INFO : Epoch 1965 | loss: 0.0310947 | val_loss: 0.0311282 | Time: 3904.88 ms
[2022-04-20 20:26:51 main:581] : INFO : Epoch 1966 | loss: 0.0310907 | val_loss: 0.0311205 | Time: 3910.88 ms
[2022-04-20 20:26:55 main:581] : INFO : Epoch 1967 | loss: 0.0310856 | val_loss: 0.0311126 | Time: 3917.99 ms
[2022-04-20 20:26:59 main:581] : INFO : Epoch 1968 | loss: 0.0310839 | val_loss: 0.0311194 | Time: 3905.77 ms
[2022-04-20 20:27:03 main:581] : INFO : Epoch 1969 | loss: 0.0310828 | val_loss: 0.0311155 | Time: 3919.89 ms
[2022-04-20 20:27:07 main:581] : INFO : Epoch 1970 | loss: 0.0310809 | val_loss: 0.031123 | Time: 3904.17 ms
[2022-04-20 20:27:11 main:581] : INFO : Epoch 1971 | loss: 0.0310788 | val_loss: 0.031115 | Time: 3927.55 ms
[2022-04-20 20:27:15 main:581] : INFO : Epoch 1972 | loss: 0.0310799 | val_loss: 0.0311165 | Time: 3939.92 ms
[2022-04-20 20:27:19 main:581] : INFO : Epoch 1973 | loss: 0.0310788 | val_loss: 0.0311098 | Time: 3914.44 ms
[2022-04-20 20:27:22 main:581] : INFO : Epoch 1974 | loss: 0.0310776 | val_loss: 0.0311136 | Time: 3902.29 ms
[2022-04-20 20:27:26 main:581] : INFO : Epoch 1975 | loss: 0.0310772 | val_loss: 0.0311132 | Time: 3903.54 ms
[2022-04-20 20:27:30 main:581] : INFO : Epoch 1976 | loss: 0.031074 | val_loss: 0.0311056 | Time: 3915.15 ms
[2022-04-20 20:27:34 main:581] : INFO : Epoch 1977 | loss: 0.031072 | val_loss: 0.0311104 | Time: 3915.87 ms
[2022-04-20 20:27:38 main:581] : INFO : Epoch 1978 | loss: 0.0310694 | val_loss: 0.0311111 | Time: 3899.51 ms
[2022-04-20 20:27:42 main:581] : INFO : Epoch 1979 | loss: 0.0310683 | val_loss: 0.0311059 | Time: 3917.15 ms
[2022-04-20 20:27:46 main:581] : INFO : Epoch 1980 | loss: 0.0310683 | val_loss: 0.0311168 | Time: 3918.99 ms
[2022-04-20 20:27:50 main:581] : INFO : Epoch 1981 | loss: 0.0310637 | val_loss: 0.0311085 | Time: 3919.89 ms
[2022-04-20 20:27:54 main:581] : INFO : Epoch 1982 | loss: 0.0310663 | val_loss: 0.0311076 | Time: 3931.87 ms
[2022-04-20 20:27:58 main:581] : INFO : Epoch 1983 | loss: 0.031073 | val_loss: 0.0311067 | Time: 3902.16 ms
[2022-04-20 20:28:02 main:581] : INFO : Epoch 1984 | loss: 0.0310732 | val_loss: 0.0311103 | Time: 3909.59 ms
[2022-04-20 20:28:06 main:581] : INFO : Epoch 1985 | loss: 0.0310719 | val_loss: 0.0311197 | Time: 3907.89 ms
[2022-04-20 20:28:09 main:581] : INFO : Epoch 1986 | loss: 0.0310712 | val_loss: 0.0311078 | Time: 3915.92 ms
[2022-04-20 20:28:13 main:581] : INFO : Epoch 1987 | loss: 0.0310735 | val_loss: 0.0311136 | Time: 3900.09 ms
[2022-04-20 20:28:17 main:581] : INFO : Epoch 1988 | loss: 0.0310764 | val_loss: 0.0311064 | Time: 3907.67 ms
[2022-04-20 20:28:21 main:581] : INFO : Epoch 1989 | loss: 0.0310738 | val_loss: 0.0311164 | Time: 3915.87 ms
[2022-04-20 20:28:25 main:581] : INFO : Epoch 1990 | loss: 0.0310885 | val_loss: 0.0311212 | Time: 3919.89 ms
[2022-04-20 20:28:29 main:581] : INFO : Epoch 1991 | loss: 0.0310913 | val_loss: 0.0311185 | Time: 3899.86 ms
[2022-04-20 20:28:33 main:581] : INFO : Epoch 1992 | loss: 0.0310792 | val_loss: 0.0311107 | Time: 3907.91 ms
[2022-04-20 20:28:37 main:581] : INFO : Epoch 1993 | loss: 0.0310756 | val_loss: 0.0311126 | Time: 3923.87 ms
[2022-04-20 20:28:41 main:581] : INFO : Epoch 1994 | loss: 0.0310762 | val_loss: 0.0311115 | Time: 3902.88 ms
[2022-04-20 20:28:45 main:581] : INFO : Epoch 1995 | loss: 0.0310735 | val_loss: 0.0311074 | Time: 3908.88 ms
[2022-04-20 20:28:49 main:581] : INFO : Epoch 1996 | loss: 0.0310737 | val_loss: 0.0311165 | Time: 3916.95 ms
[2022-04-20 20:28:52 main:581] : INFO : Epoch 1997 | loss: 0.0310745 | val_loss: 0.0311114 | Time: 3922.84 ms
[2022-04-20 20:28:56 main:581] : INFO : Epoch 1998 | loss: 0.0310738 | val_loss: 0.0311127 | Time: 3912.27 ms
[2022-04-20 20:29:00 main:581] : INFO : Epoch 1999 | loss: 0.0310738 | val_loss: 0.0311069 | Time: 3924.66 ms
[2022-04-20 20:29:04 main:581] : INFO : Epoch 2000 | loss: 0.0310712 | val_loss: 0.0311028 | Time: 3899.59 ms
[2022-04-20 20:29:08 main:581] : INFO : Epoch 2001 | loss: 0.0310733 | val_loss: 0.0311048 | Time: 3907.01 ms
[2022-04-20 20:29:12 main:581] : INFO : Epoch 2002 | loss: 0.0310786 | val_loss: 0.0311129 | Time: 3911.84 ms
[2022-04-20 20:29:16 main:581] : INFO : Epoch 2003 | loss: 0.0310752 | val_loss: 0.0311197 | Time: 3915.74 ms
[2022-04-20 20:29:20 main:581] : INFO : Epoch 2004 | loss: 0.0310715 | val_loss: 0.0311199 | Time: 3900.01 ms
[2022-04-20 20:29:24 main:581] : INFO : Epoch 2005 | loss: 0.0310752 | val_loss: 0.0311121 | Time: 3907.86 ms
[2022-04-20 20:29:27 main:581] : INFO : Epoch 2006 | loss: 0.0310707 | val_loss: 0.0311154 | Time: 3534.14 ms
[2022-04-20 20:29:29 main:581] : INFO : Epoch 2007 | loss: 0.0310724 | val_loss: 0.0311173 | Time: 2192.99 ms
[2022-04-20 20:29:31 main:581] : INFO : Epoch 2008 | loss: 0.0310695 | val_loss: 0.0311076 | Time: 1968.24 ms
[2022-04-20 20:29:33 main:581] : INFO : Epoch 2009 | loss: 0.0310699 | val_loss: 0.0311092 | Time: 1975.3 ms
[2022-04-20 20:29:37 main:581] : INFO : Epoch 2010 | loss: 0.0310671 | val_loss: 0.0311101 | Time: 3327.24 ms
[2022-04-20 20:29:41 main:581] : INFO : Epoch 2011 | loss: 0.0310692 | val_loss: 0.0311282 | Time: 3893.34 ms
[2022-04-20 20:29:45 main:581] : INFO : Epoch 2012 | loss: 0.0310679 | val_loss: 0.0311142 | Time: 3903.87 ms
[2022-04-20 20:29:48 main:581] : INFO : Epoch 2013 | loss: 0.0310679 | val_loss: 0.0311153 | Time: 3915.32 ms
[2022-04-20 20:29:52 main:581] : INFO : Epoch 2014 | loss: 0.0311135 | val_loss: 0.0311213 | Time: 3897.97 ms
[2022-04-20 20:29:56 main:581] : INFO : Epoch 2015 | loss: 0.0311163 | val_loss: 0.0311299 | Time: 3918.36 ms
[2022-04-20 20:30:00 main:581] : INFO : Epoch 2016 | loss: 0.0311136 | val_loss: 0.0311251 | Time: 3891.91 ms
[2022-04-20 20:30:04 main:581] : INFO : Epoch 2017 | loss: 0.031108 | val_loss: 0.0311168 | Time: 3915.86 ms
[2022-04-20 20:30:08 main:581] : INFO : Epoch 2018 | loss: 0.0311036 | val_loss: 0.0311163 | Time: 3895.13 ms
[2022-04-20 20:30:12 main:581] : INFO : Epoch 2019 | loss: 0.0311001 | val_loss: 0.0311135 | Time: 3915.1 ms
[2022-04-20 20:30:16 main:581] : INFO : Epoch 2020 | loss: 0.0310974 | val_loss: 0.0311131 | Time: 3919.51 ms
[2022-04-20 20:30:20 main:581] : INFO : Epoch 2021 | loss: 0.0310939 | val_loss: 0.0311144 | Time: 3916.26 ms
[2022-04-20 20:30:24 main:581] : INFO : Epoch 2022 | loss: 0.0310973 | val_loss: 0.0311192 | Time: 3915.86 ms
[2022-04-20 20:30:28 main:581] : INFO : Epoch 2023 | loss: 0.0311016 | val_loss: 0.0311137 | Time: 3927.86 ms
[2022-04-20 20:30:32 main:581] : INFO : Epoch 2024 | loss: 0.0310976 | val_loss: 0.0311115 | Time: 3906.02 ms
[2022-04-20 20:30:36 main:581] : INFO : Epoch 2025 | loss: 0.0310943 | val_loss: 0.0311085 | Time: 3889.73 ms
[2022-04-20 20:30:39 main:581] : INFO : Epoch 2026 | loss: 0.0310925 | val_loss: 0.0311117 | Time: 3907.91 ms
[2022-04-20 20:30:43 main:581] : INFO : Epoch 2027 | loss: 0.0310896 | val_loss: 0.0311101 | Time: 3912.12 ms
[2022-04-20 20:30:47 main:581] : INFO : Epoch 2028 | loss: 0.0310893 | val_loss: 0.0311075 | Time: 3907.6 ms
[2022-04-20 20:30:51 main:581] : INFO : Epoch 2029 | loss: 0.0310906 | val_loss: 0.0311103 | Time: 3904.62 ms
[2022-04-20 20:30:55 main:581] : INFO : Epoch 2030 | loss: 0.031088 | val_loss: 0.0311057 | Time: 3915.14 ms
[2022-04-20 20:30:59 main:581] : INFO : Epoch 2031 | loss: 0.0310898 | val_loss: 0.031111 | Time: 3911.27 ms
[2022-04-20 20:31:03 main:581] : INFO : Epoch 2032 | loss: 0.0310887 | val_loss: 0.0311291 | Time: 3905.05 ms
[2022-04-20 20:31:07 main:581] : INFO : Epoch 2033 | loss: 0.0310967 | val_loss: 0.031114 | Time: 3903.31 ms
[2022-04-20 20:31:11 main:581] : INFO : Epoch 2034 | loss: 0.0310866 | val_loss: 0.0311117 | Time: 3907.96 ms
[2022-04-20 20:31:15 main:581] : INFO : Epoch 2035 | loss: 0.0310843 | val_loss: 0.0311091 | Time: 3895.81 ms
[2022-04-20 20:31:19 main:581] : INFO : Epoch 2036 | loss: 0.0310811 | val_loss: 0.0311074 | Time: 3899.82 ms
[2022-04-20 20:31:22 main:581] : INFO : Epoch 2037 | loss: 0.0310813 | val_loss: 0.0311083 | Time: 3900.35 ms
[2022-04-20 20:31:26 main:581] : INFO : Epoch 2038 | loss: 0.0310824 | val_loss: 0.0311101 | Time: 3909.25 ms
[2022-04-20 20:31:30 main:581] : INFO : Epoch 2039 | loss: 0.0310836 | val_loss: 0.0311146 | Time: 3918.06 ms
[2022-04-20 20:31:34 main:581] : INFO : Epoch 2040 | loss: 0.0310903 | val_loss: 0.0311131 | Time: 3903.88 ms
[2022-04-20 20:31:38 main:581] : INFO : Epoch 2041 | loss: 0.0310849 | val_loss: 0.031106 | Time: 3923.84 ms
[2022-04-20 20:31:42 main:581] : INFO : Epoch 2042 | loss: 0.0310807 | val_loss: 0.0311089 | Time: 3899.88 ms
[2022-04-20 20:31:46 main:581] : INFO : Epoch 2043 | loss: 0.0310796 | val_loss: 0.0311118 | Time: 3892.57 ms
[2022-04-20 20:31:50 main:581] : INFO : Epoch 2044 | loss: 0.031084 | val_loss: 0.0311104 | Time: 3911.22 ms
[2022-04-20 20:31:54 main:581] : INFO : Epoch 2045 | loss: 0.0310805 | val_loss: 0.0311112 | Time: 3903.82 ms
[2022-04-20 20:31:58 main:581] : INFO : Epoch 2046 | loss: 0.0310777 | val_loss: 0.0311173 | Time: 3907.88 ms
[2022-04-20 20:32:02 main:581] : INFO : Epoch 2047 | loss: 0.0310746 | val_loss: 0.0311074 | Time: 3911.15 ms
[2022-04-20 20:32:05 main:581] : INFO : Epoch 2048 | loss: 0.0310716 | val_loss: 0.0311066 | Time: 3908.59 ms
[2022-04-20 20:32:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311066
[2022-04-20 20:32:05 main:610] : INFO : Saving end state to config to file
[2022-04-20 20:32:05 main:615] : INFO : Success, exiting..
20:32:05 (22723): 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)