Task 10026077
| Name | ParityModified-1639962065-16884-0_0 |
| Workunit | 7404711 |
| Created | 20 Dec 2021, 1:01:06 UTC |
| Sent | 5 Jan 2022, 22:06:27 UTC |
| Report deadline | 13 Jan 2022, 22:06:27 UTC |
| Received | 6 Jan 2022, 23:39:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6741 |
| Run time | 3 hours 54 min 59 sec |
| CPU time | 3 hours 34 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 786.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 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: 0.0311474 | val_loss: 0.0312027 | Time: 16990.1 ms
[2022-01-07 07:27:21 main:574] : INFO : Epoch 1543 | loss: 0.0311497 | val_loss: 0.0311611 | Time: 6882.01 ms
[2022-01-07 07:27:28 main:574] : INFO : Epoch 1544 | loss: 0.0311431 | val_loss: 0.0311603 | Time: 6871.49 ms
[2022-01-07 07:27:35 main:574] : INFO : Epoch 1545 | loss: 0.0311448 | val_loss: 0.031176 | Time: 6820.74 ms
[2022-01-07 07:27:42 main:574] : INFO : Epoch 1546 | loss: 0.0311432 | val_loss: 0.0311628 | Time: 6822.26 ms
[2022-01-07 07:27:49 main:574] : INFO : Epoch 1547 | loss: 0.0311405 | val_loss: 0.0311611 | Time: 6845.43 ms
[2022-01-07 07:27:56 main:574] : INFO : Epoch 1548 | loss: 0.0311433 | val_loss: 0.0311812 | Time: 6815.85 ms
[2022-01-07 07:28:03 main:574] : INFO : Epoch 1549 | loss: 0.0311476 | val_loss: 0.031162 | Time: 6954.65 ms
[2022-01-07 07:28:09 main:574] : INFO : Epoch 1550 | loss: 0.0311389 | val_loss: 0.0311582 | Time: 6820.7 ms
[2022-01-07 07:28:16 main:574] : INFO : Epoch 1551 | loss: 0.03114 | val_loss: 0.0311586 | Time: 6836.45 ms
[2022-01-07 07:28:23 main:574] : INFO : Epoch 1552 | loss: 0.0311375 | val_loss: 0.0311606 | Time: 6836.51 ms
[2022-01-07 07:28:30 main:574] : INFO : Epoch 1553 | loss: 0.0311375 | val_loss: 0.0311661 | Time: 6834.04 ms
[2022-01-07 07:28:37 main:574] : INFO : Epoch 1554 | loss: 0.0311384 | val_loss: 0.0311639 | Time: 6842.37 ms
[2022-01-07 07:28:44 main:574] : INFO : Epoch 1555 | loss: 0.0311378 | val_loss: 0.0311628 | Time: 6823.36 ms
[2022-01-07 07:28:50 main:574] : INFO : Epoch 1556 | loss: 0.0311408 | val_loss: 0.0311603 | Time: 6825.56 ms
[2022-01-07 07:28:57 main:574] : INFO : Epoch 1557 | loss: 0.031139 | val_loss: 0.0311676 | Time: 6815.09 ms
[2022-01-07 07:29:04 main:574] : INFO : Epoch 1558 | loss: 0.0311376 | val_loss: 0.0311586 | Time: 6840.08 ms
[2022-01-07 07:29:11 main:574] : INFO : Epoch 1559 | loss: 0.0311399 | val_loss: 0.0311635 | Time: 6974.3 ms
[2022-01-07 07:29:18 main:574] : INFO : Epoch 1560 | loss: 0.0311393 | val_loss: 0.0311603 | Time: 6839.23 ms
[2022-01-07 07:29:25 main:574] : INFO : Epoch 1561 | loss: 0.0311378 | val_loss: 0.0311625 | Time: 6868.62 ms
[2022-01-07 07:29:32 main:574] : INFO : Epoch 1562 | loss: 0.0311365 | val_loss: 0.0311591 | Time: 6855.27 ms
[2022-01-07 07:29:39 main:574] : INFO : Epoch 1563 | loss: 0.0311382 | val_loss: 0.0311571 | Time: 6837.94 ms
[2022-01-07 07:29:45 main:574] : INFO : Epoch 1564 | loss: 0.031141 | val_loss: 0.0311576 | Time: 6817.56 ms
[2022-01-07 07:29:52 main:574] : INFO : Epoch 1565 | loss: 0.0311337 | val_loss: 0.0311568 | Time: 6837.24 ms
[2022-01-07 07:29:59 main:574] : INFO : Epoch 1566 | loss: 0.0311352 | val_loss: 0.0311595 | Time: 6818.1 ms
[2022-01-07 07:30:06 main:574] : INFO : Epoch 1567 | loss: 0.0311371 | val_loss: 0.0311633 | Time: 6839.87 ms
[2022-01-07 07:30:13 main:574] : INFO : Epoch 1568 | loss: 0.0311363 | val_loss: 0.0311634 | Time: 6834.38 ms
[2022-01-07 07:30:20 main:574] : INFO : Epoch 1569 | loss: 0.0311441 | val_loss: 0.0311597 | Time: 6825.35 ms
[2022-01-07 07:30:27 main:574] : INFO : Epoch 1570 | loss: 0.0311357 | val_loss: 0.0311601 | Time: 6851.26 ms
[2022-01-07 07:30:33 main:574] : INFO : Epoch 1571 | loss: 0.0311351 | val_loss: 0.0311587 | Time: 6871.26 ms
[2022-01-07 07:30:40 main:574] : INFO : Epoch 1572 | loss: 0.0311396 | val_loss: 0.03116 | Time: 6842.17 ms
[2022-01-07 07:30:47 main:574] : INFO : Epoch 1573 | loss: 0.031137 | val_loss: 0.0311632 | Time: 6838.8 ms
[2022-01-07 07:30:54 main:574] : INFO : Epoch 1574 | loss: 0.0311339 | val_loss: 0.0311603 | Time: 6836.85 ms
[2022-01-07 07:31:01 main:574] : INFO : Epoch 1575 | loss: 0.0311357 | val_loss: 0.031165 | Time: 7161.99 ms
[2022-01-07 07:31:29 main:574] : INFO : Epoch 1576 | loss: 0.0311406 | val_loss: 0.0311687 | Time: 27430.1 ms
[2022-01-07 07:31:35 main:574] : INFO : Epoch 1577 | loss: 0.0311427 | val_loss: 0.0311588 | Time: 6819.81 ms
[2022-01-07 07:31:42 main:574] : INFO : Epoch 1578 | loss: 0.0311417 | val_loss: 0.0311564 | Time: 6826.41 ms
[2022-01-07 07:31:49 main:574] : INFO : Epoch 1579 | loss: 0.0311389 | val_loss: 0.031161 | Time: 6834.86 ms
[2022-01-07 07:31:56 main:574] : INFO : Epoch 1580 | loss: 0.0311371 | val_loss: 0.0311599 | Time: 6825.05 ms
[2022-01-07 07:32:03 main:574] : INFO : Epoch 1581 | loss: 0.0311371 | val_loss: 0.0311708 | Time: 6845.18 ms
[2022-01-07 07:32:30 main:574] : INFO : Epoch 1582 | loss: 0.0311363 | val_loss: 0.0311642 | Time: 27469.7 ms
[2022-01-07 07:32:37 main:574] : INFO : Epoch 1583 | loss: 0.0311352 | val_loss: 0.0311596 | Time: 6809.95 ms
[2022-01-07 07:32:44 main:574] : INFO : Epoch 1584 | loss: 0.0311365 | val_loss: 0.0311651 | Time: 6818.01 ms
[2022-01-07 07:32:51 main:574] : INFO : Epoch 1585 | loss: 0.031137 | val_loss: 0.0311627 | Time: 6817.96 ms
[2022-01-07 07:32:58 main:574] : INFO : Epoch 1586 | loss: 0.0311321 | val_loss: 0.031158 | Time: 6836.25 ms
[2022-01-07 07:33:05 main:574] : INFO : Epoch 1587 | loss: 0.0311365 | val_loss: 0.031167 | Time: 6840.06 ms
[2022-01-07 07:33:11 main:574] : INFO : Epoch 1588 | loss: 0.0311383 | val_loss: 0.0311607 | Time: 6832.61 ms
[2022-01-07 07:33:18 main:574] : INFO : Epoch 1589 | loss: 0.0311314 | val_loss: 0.0311646 | Time: 6820.51 ms
[2022-01-07 07:33:25 main:574] : INFO : Epoch 1590 | loss: 0.0311343 | val_loss: 0.0311654 | Time: 6875.4 ms
[2022-01-07 07:33:32 main:574] : INFO : Epoch 1591 | loss: 0.0311382 | val_loss: 0.0311677 | Time: 6833.14 ms
[2022-01-07 07:33:39 main:574] : INFO : Epoch 1592 | loss: 0.0311408 | val_loss: 0.0311646 | Time: 6819.96 ms
[2022-01-07 07:33:46 main:574] : INFO : Epoch 1593 | loss: 0.0311388 | val_loss: 0.0311627 | Time: 6858.35 ms
[2022-01-07 07:33:53 main:574] : INFO : Epoch 1594 | loss: 0.0311428 | val_loss: 0.0311728 | Time: 7693.55 ms
[2022-01-07 07:34:31 main:574] : INFO : Epoch 1595 | loss: 0.0311531 | val_loss: 0.0311618 | Time: 37444.9 ms
[2022-01-07 07:34:38 main:574] : INFO : Epoch 1596 | loss: 0.0311384 | val_loss: 0.0311594 | Time: 6772.02 ms
[2022-01-07 07:34:45 main:574] : INFO : Epoch 1597 | loss: 0.0311329 | val_loss: 0.0311577 | Time: 6860.43 ms
[2022-01-07 07:34:51 main:574] : INFO : Epoch 1598 | loss: 0.0311304 | val_loss: 0.0311579 | Time: 6819.51 ms
[2022-01-07 07:34:58 main:574] : INFO : Epoch 1599 | loss: 0.0311328 | val_loss: 0.0311601 | Time: 6830.12 ms
[2022-01-07 07:35:05 main:574] : INFO : Epoch 1600 | loss: 0.0311405 | val_loss: 0.031159 | Time: 6856.07 ms
[2022-01-07 07:35:12 main:574] : INFO : Epoch 1601 | loss: 0.0311351 | val_loss: 0.0311578 | Time: 6844.98 ms
[2022-01-07 07:35:19 main:574] : INFO : Epoch 1602 | loss: 0.0311327 | val_loss: 0.0311584 | Time: 6821.26 ms
[2022-01-07 07:35:26 main:574] : INFO : Epoch 1603 | loss: 0.0311326 | val_loss: 0.0311729 | Time: 6819.48 ms
[2022-01-07 07:35:32 main:574] : INFO : Epoch 1604 | loss: 0.0311426 | val_loss: 0.031163 | Time: 6844.36 ms
[2022-01-07 07:35:39 main:574] : INFO : Epoch 1605 | loss: 0.0311328 | val_loss: 0.0311591 | Time: 6825.35 ms
[2022-01-07 07:36:09 main:574] : INFO : Epoch 1606 | loss: 0.0311325 | val_loss: 0.0311642 | Time: 30056.5 ms
[2022-01-07 07:36:16 main:574] : INFO : Epoch 1607 | loss: 0.0311291 | val_loss: 0.0311582 | Time: 7038.82 ms
[2022-01-07 07:36:34 main:574] : INFO : Epoch 1608 | loss: 0.03113 | val_loss: 0.0311634 | Time: 17456.7 ms
[2022-01-07 07:36:41 main:574] : INFO : Epoch 1609 | loss: 0.0311386 | val_loss: 0.0311658 | Time: 6799.53 ms
[2022-01-07 07:36:48 main:574] : INFO : Epoch 1610 | loss: 0.0311403 | val_loss: 0.0311601 | Time: 6918.53 ms
[2022-01-07 07:36:55 main:574] : INFO : Epoch 1611 | loss: 0.0311384 | val_loss: 0.0311583 | Time: 6822.99 ms
[2022-01-07 07:37:02 main:574] : INFO : Epoch 1612 | loss: 0.0311349 | val_loss: 0.0311719 | Time: 6847.97 ms
[2022-01-07 07:37:08 main:574] : INFO : Epoch 1613 | loss: 0.0311347 | val_loss: 0.0311582 | Time: 6833.67 ms
[2022-01-07 07:37:16 main:574] : INFO : Epoch 1614 | loss: 0.0311308 | val_loss: 0.0311594 | Time: 7135.79 ms
[2022-01-07 07:37:33 main:574] : INFO : Epoch 1615 | loss: 0.0311432 | val_loss: 0.0311624 | Time: 16983 ms
[2022-01-07 07:37:39 main:574] : INFO : Epoch 1616 | loss: 0.0311436 | val_loss: 0.0311579 | Time: 6870.89 ms
[2022-01-07 07:37:46 main:574] : INFO : Epoch 1617 | loss: 0.0311389 | val_loss: 0.0311551 | Time: 6849.52 ms
[2022-01-07 07:37:53 main:574] : INFO : Epoch 1618 | loss: 0.031138 | val_loss: 0.0311606 | Time: 6866.02 ms
[2022-01-07 07:38:00 main:574] : INFO : Epoch 1619 | loss: 0.031138 | val_loss: 0.0311631 | Time: 6825.55 ms
[2022-01-07 07:38:07 main:574] : INFO : Epoch 1620 | loss: 0.0311368 | val_loss: 0.0311549 | Time: 6824.79 ms
[2022-01-07 07:38:14 main:574] : INFO : Epoch 1621 | loss: 0.0311396 | val_loss: 0.031155 | Time: 6839.71 ms
[2022-01-07 07:38:21 main:574] : INFO : Epoch 1622 | loss: 0.031134 | val_loss: 0.0311533 | Time: 6829.15 ms
[2022-01-07 07:38:27 main:574] : INFO : Epoch 1623 | loss: 0.0311307 | val_loss: 0.0311532 | Time: 6832.44 ms
[2022-01-07 07:38:34 main:574] : INFO : Epoch 1624 | loss: 0.0311287 | val_loss: 0.0311547 | Time: 6821.61 ms
[2022-01-07 07:38:41 main:574] : INFO : Epoch 1625 | loss: 0.0311288 | val_loss: 0.0311611 | Time: 6833.48 ms
[2022-01-07 07:38:48 main:574] : INFO : Epoch 1626 | loss: 0.0311342 | val_loss: 0.0311602 | Time: 6840.94 ms
[2022-01-07 07:38:55 main:574] : INFO : Epoch 1627 | loss: 0.0370962 | val_loss: 0.0961307 | Time: 6847.46 ms
[2022-01-07 07:39:02 main:574] : INFO : Epoch 1628 | loss: 0.064943 | val_loss: 0.0386053 | Time: 6840.35 ms
[2022-01-07 07:39:09 main:574] : INFO : Epoch 1629 | loss: 0.0356186 | val_loss: 0.032307 | Time: 6859.9 ms
[2022-01-07 07:39:16 main:574] : INFO : Epoch 1630 | loss: 0.0317142 | val_loss: 0.0314916 | Time: 6990.01 ms
[2022-01-07 07:39:33 main:574] : INFO : Epoch 1631 | loss: 0.03135 | val_loss: 0.0312782 | Time: 17304.2 ms
[2022-01-07 07:39:40 main:574] : INFO : Epoch 1632 | loss: 0.031275 | val_loss: 0.0312588 | Time: 6970.56 ms
[2022-01-07 07:40:37 main:574] : INFO : Epoch 1633 | loss: 0.0312575 | val_loss: 0.0312531 | Time: 57381.8 ms
[2022-01-07 07:40:44 main:574] : INFO : Epoch 1634 | loss: 0.0312519 | val_loss: 0.0312489 | Time: 6690.53 ms
[2022-01-07 07:40:51 main:574] : INFO : Epoch 1635 | loss: 0.0312485 | val_loss: 0.0312462 | Time: 6855.32 ms
[2022-01-07 07:40:58 main:574] : INFO : Epoch 1636 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 6863.32 ms
[2022-01-07 07:41:05 main:574] : INFO : Epoch 1637 | loss: 0.0312445 | val_loss: 0.0312425 | Time: 6821.07 ms
[2022-01-07 07:41:11 main:574] : INFO : Epoch 1638 | loss: 0.0312429 | val_loss: 0.0312408 | Time: 6841.37 ms
[2022-01-07 07:41:18 main:574] : INFO : Epoch 1639 | loss: 0.0312412 | val_loss: 0.0312391 | Time: 6832.59 ms
[2022-01-07 07:41:46 main:574] : INFO : Epoch 1640 | loss: 0.0312396 | val_loss: 0.0312376 | Time: 27497.2 ms
[2022-01-07 07:41:53 main:574] : INFO : Epoch 1641 | loss: 0.031238 | val_loss: 0.0312359 | Time: 6819.85 ms
[2022-01-07 07:41:59 main:574] : INFO : Epoch 1642 | loss: 0.0312363 | val_loss: 0.0312338 | Time: 6831.35 ms
[2022-01-07 07:42:06 main:574] : INFO : Epoch 1643 | loss: 0.0312345 | val_loss: 0.0312317 | Time: 6918.41 ms
[2022-01-07 07:42:13 main:574] : INFO : Epoch 1644 | loss: 0.0312321 | val_loss: 0.0312294 | Time: 6836.6 ms
[2022-01-07 07:42:20 main:574] : INFO : Epoch 1645 | loss: 0.03123 | val_loss: 0.0312273 | Time: 6815.83 ms
[2022-01-07 07:42:27 main:574] : INFO : Epoch 1646 | loss: 0.0312278 | val_loss: 0.0312248 | Time: 7005.51 ms
[2022-01-07 07:42:44 main:574] : INFO : Epoch 1647 | loss: 0.0312256 | val_loss: 0.0312224 | Time: 17166.9 ms
[2022-01-07 07:43:03 main:574] : INFO : Epoch 1648 | loss: 0.0312231 | val_loss: 0.03122 | Time: 18386 ms
[2022-01-07 07:43:10 main:574] : INFO : Epoch 1649 | loss: 0.0312206 | val_loss: 0.0312174 | Time: 6803.15 ms
[2022-01-07 07:43:16 main:574] : INFO : Epoch 1650 | loss: 0.0312179 | val_loss: 0.0312143 | Time: 6826.35 ms
[2022-01-07 07:43:23 main:574] : INFO : Epoch 1651 | loss: 0.0312156 | val_loss: 0.031212 | Time: 6807.76 ms
[2022-01-07 07:43:30 main:574] : INFO : Epoch 1652 | loss: 0.0312133 | val_loss: 0.0312093 | Time: 6888.29 ms
[2022-01-07 07:43:58 main:574] : INFO : Epoch 1653 | loss: 0.0312111 | val_loss: 0.0312075 | Time: 27721.7 ms
[2022-01-07 07:44:05 main:574] : INFO : Epoch 1654 | loss: 0.0312094 | val_loss: 0.0312036 | Time: 6949.75 ms
[2022-01-07 07:44:12 main:574] : INFO : Epoch 1655 | loss: 0.0312063 | val_loss: 0.0312034 | Time: 6789.72 ms
[2022-01-07 07:44:19 main:574] : INFO : Epoch 1656 | loss: 0.0312048 | val_loss: 0.0312006 | Time: 6822.19 ms
[2022-01-07 07:44:25 main:574] : INFO : Epoch 1657 | loss: 0.0312035 | val_loss: 0.0311992 | Time: 6837.65 ms
[2022-01-07 07:44:32 main:574] : INFO : Epoch 1658 | loss: 0.0312021 | val_loss: 0.031198 | Time: 6821.99 ms
[2022-01-07 07:44:39 main:574] : INFO : Epoch 1659 | loss: 0.0312011 | val_loss: 0.0311965 | Time: 6828.73 ms
[2022-01-07 07:44:46 main:574] : INFO : Epoch 1660 | loss: 0.0312006 | val_loss: 0.0311959 | Time: 6813.8 ms
[2022-01-07 07:44:53 main:574] : INFO : Epoch 1661 | loss: 0.0311997 | val_loss: 0.031195 | Time: 6817.03 ms
[2022-01-07 07:45:00 main:574] : INFO : Epoch 1662 | loss: 0.0311988 | val_loss: 0.0311944 | Time: 6851.06 ms
[2022-01-07 07:45:07 main:574] : INFO : Epoch 1663 | loss: 0.0311976 | val_loss: 0.0311923 | Time: 6927.74 ms
[2022-01-07 07:45:13 main:574] : INFO : Epoch 1664 | loss: 0.031197 | val_loss: 0.0311913 | Time: 6822.09 ms
[2022-01-07 07:45:20 main:574] : INFO : Epoch 1665 | loss: 0.0311958 | val_loss: 0.0311908 | Time: 6824.88 ms
[2022-01-07 07:45:27 main:574] : INFO : Epoch 1666 | loss: 0.0311958 | val_loss: 0.0311905 | Time: 6814.63 ms
[2022-01-07 07:45:34 main:574] : INFO : Epoch 1667 | loss: 0.0311952 | val_loss: 0.0311902 | Time: 6825.43 ms
[2022-01-07 07:45:41 main:574] : INFO : Epoch 1668 | loss: 0.0311942 | val_loss: 0.0311908 | Time: 6823.87 ms
[2022-01-07 07:45:48 main:574] : INFO : Epoch 1669 | loss: 0.0311944 | val_loss: 0.0311897 | Time: 6825.54 ms
[2022-01-07 07:45:54 main:574] : INFO : Epoch 1670 | loss: 0.0311937 | val_loss: 0.0311898 | Time: 6825.39 ms
[2022-01-07 07:46:01 main:574] : INFO : Epoch 1671 | loss: 0.0311939 | val_loss: 0.0311906 | Time: 6847.69 ms
[2022-01-07 07:46:08 main:574] : INFO : Epoch 1672 | loss: 0.0311932 | val_loss: 0.0311892 | Time: 6828.48 ms
[2022-01-07 07:46:15 main:574] : INFO : Epoch 1673 | loss: 0.0311935 | val_loss: 0.0311893 | Time: 6825.25 ms
[2022-01-07 07:46:22 main:574] : INFO : Epoch 1674 | loss: 0.0311924 | val_loss: 0.0311887 | Time: 6826.95 ms
[2022-01-07 07:46:29 main:574] : INFO : Epoch 1675 | loss: 0.0311918 | val_loss: 0.0311897 | Time: 6834.73 ms
[2022-01-07 07:46:56 main:574] : INFO : Epoch 1676 | loss: 0.0311919 | val_loss: 0.0311885 | Time: 27704.6 ms
[2022-01-07 07:47:03 main:574] : INFO : Epoch 1677 | loss: 0.0311915 | val_loss: 0.0311875 | Time: 6899.91 ms
[2022-01-07 07:47:10 main:574] : INFO : Epoch 1678 | loss: 0.0311906 | val_loss: 0.0311871 | Time: 6832.49 ms
[2022-01-07 07:47:17 main:574] : INFO : Epoch 1679 | loss: 0.0311904 | val_loss: 0.0311869 | Time: 6818.9 ms
[2022-01-07 07:47:24 main:574] : INFO : Epoch 1680 | loss: 0.0311899 | val_loss: 0.0311869 | Time: 6815.09 ms
[2022-01-07 07:47:31 main:574] : INFO : Epoch 1681 | loss: 0.0311895 | val_loss: 0.0311862 | Time: 6823.37 ms
[2022-01-07 07:47:58 main:574] : INFO : Epoch 1682 | loss: 0.0311892 | val_loss: 0.031186 | Time: 27476.7 ms
[2022-01-07 07:48:05 main:574] : INFO : Epoch 1683 | loss: 0.0311891 | val_loss: 0.0311865 | Time: 6815.64 ms
[2022-01-07 07:48:12 main:574] : INFO : Epoch 1684 | loss: 0.0311886 | val_loss: 0.0311858 | Time: 6819.53 ms
[2022-01-07 07:48:19 main:574] : INFO : Epoch 1685 | loss: 0.0311885 | val_loss: 0.0311853 | Time: 6835.02 ms
[2022-01-07 07:48:26 main:574] : INFO : Epoch 1686 | loss: 0.0311879 | val_loss: 0.0311858 | Time: 6838.36 ms
[2022-01-07 07:48:32 main:574] : INFO : Epoch 1687 | loss: 0.0311881 | val_loss: 0.0311852 | Time: 6826.24 ms
[2022-01-07 07:48:39 main:574] : INFO : Epoch 1688 | loss: 0.0311878 | val_loss: 0.0311849 | Time: 6833.63 ms
[2022-01-07 07:48:46 main:574] : INFO : Epoch 1689 | loss: 0.0311868 | val_loss: 0.0311845 | Time: 6855.95 ms
[2022-01-07 07:48:53 main:574] : INFO : Epoch 1690 | loss: 0.0311864 | val_loss: 0.0311844 | Time: 6829.35 ms
[2022-01-07 07:49:00 main:574] : INFO : Epoch 1691 | loss: 0.0311873 | val_loss: 0.0311846 | Time: 6844.98 ms
[2022-01-07 07:49:07 main:574] : INFO : Epoch 1692 | loss: 0.0311861 | val_loss: 0.031184 | Time: 6830.38 ms
[2022-01-07 07:49:13 main:574] : INFO : Epoch 1693 | loss: 0.0311858 | val_loss: 0.0311833 | Time: 6833.22 ms
[2022-01-07 07:49:20 main:574] : INFO : Epoch 1694 | loss: 0.0311849 | val_loss: 0.0311841 | Time: 6816.35 ms
[2022-01-07 07:49:27 main:574] : INFO : Epoch 1695 | loss: 0.0311854 | val_loss: 0.0311829 | Time: 6833.24 ms
[2022-01-07 07:49:34 main:574] : INFO : Epoch 1696 | loss: 0.0311851 | val_loss: 0.0311824 | Time: 6809.87 ms
[2022-01-07 07:49:41 main:574] : INFO : Epoch 1697 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 6822.05 ms
[2022-01-07 07:49:48 main:574] : INFO : Epoch 1698 | loss: 0.0311838 | val_loss: 0.0311822 | Time: 6826.97 ms
[2022-01-07 07:49:54 main:574] : INFO : Epoch 1699 | loss: 0.0311837 | val_loss: 0.0311844 | Time: 6820.45 ms
[2022-01-07 07:50:01 main:574] : INFO : Epoch 1700 | loss: 0.0311834 | val_loss: 0.0311818 | Time: 6980.27 ms
[2022-01-07 07:50:08 main:574] : INFO : Epoch 1701 | loss: 0.0311822 | val_loss: 0.0311814 | Time: 6821.06 ms
[2022-01-07 07:50:15 main:574] : INFO : Epoch 1702 | loss: 0.0311817 | val_loss: 0.031182 | Time: 6829.26 ms
[2022-01-07 07:50:22 main:574] : INFO : Epoch 1703 | loss: 0.0311826 | val_loss: 0.0311812 | Time: 6823.81 ms
[2022-01-07 07:50:29 main:574] : INFO : Epoch 1704 | loss: 0.0311828 | val_loss: 0.0311871 | Time: 6832.03 ms
[2022-01-07 07:50:36 main:574] : INFO : Epoch 1705 | loss: 0.0311823 | val_loss: 0.0311838 | Time: 6836.78 ms
[2022-01-07 07:50:43 main:574] : INFO : Epoch 1706 | loss: 0.0311816 | val_loss: 0.0311831 | Time: 6830.66 ms
[2022-01-07 07:50:49 main:574] : INFO : Epoch 1707 | loss: 0.0311808 | val_loss: 0.0311805 | Time: 6816.16 ms
[2022-01-07 07:50:56 main:574] : INFO : Epoch 1708 | loss: 0.0311801 | val_loss: 0.0311803 | Time: 6825.43 ms
[2022-01-07 07:51:03 main:574] : INFO : Epoch 1709 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 6847.24 ms
[2022-01-07 07:51:10 main:574] : INFO : Epoch 1710 | loss: 0.0311793 | val_loss: 0.0311806 | Time: 6839.5 ms
[2022-01-07 07:51:17 main:574] : INFO : Epoch 1711 | loss: 0.0311809 | val_loss: 0.031181 | Time: 6829.81 ms
[2022-01-07 07:51:24 main:574] : INFO : Epoch 1712 | loss: 0.0311802 | val_loss: 0.0311811 | Time: 6835.32 ms
[2022-01-07 07:51:31 main:574] : INFO : Epoch 1713 | loss: 0.0311801 | val_loss: 0.0311796 | Time: 6834.04 ms
[2022-01-07 07:51:37 main:574] : INFO : Epoch 1714 | loss: 0.0311788 | val_loss: 0.0311822 | Time: 6816.65 ms
[2022-01-07 07:51:45 main:574] : INFO : Epoch 1715 | loss: 0.0311793 | val_loss: 0.03118 | Time: 7397.31 ms
[2022-01-07 07:52:02 main:574] : INFO : Epoch 1716 | loss: 0.0311786 | val_loss: 0.0311822 | Time: 17062 ms
[2022-01-07 07:52:09 main:574] : INFO : Epoch 1717 | loss: 0.0311815 | val_loss: 0.0311806 | Time: 6819.15 ms
[2022-01-07 07:52:16 main:574] : INFO : Epoch 1718 | loss: 0.0311791 | val_loss: 0.0311873 | Time: 6840.64 ms
[2022-01-07 07:52:22 main:574] : INFO : Epoch 1719 | loss: 0.0311802 | val_loss: 0.0311797 | Time: 6846.09 ms
[2022-01-07 07:52:29 main:574] : INFO : Epoch 1720 | loss: 0.031178 | val_loss: 0.0311804 | Time: 6833.32 ms
[2022-01-07 07:52:36 main:574] : INFO : Epoch 1721 | loss: 0.0311771 | val_loss: 0.0311795 | Time: 6858.84 ms
[2022-01-07 07:52:43 main:574] : INFO : Epoch 1722 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 7100.41 ms
[2022-01-07 07:53:11 main:574] : INFO : Epoch 1723 | loss: 0.0311767 | val_loss: 0.0311788 | Time: 27718.9 ms
[2022-01-07 07:53:18 main:574] : INFO : Epoch 1724 | loss: 0.031177 | val_loss: 0.0311812 | Time: 6801.48 ms
[2022-01-07 07:53:25 main:574] : INFO : Epoch 1725 | loss: 0.0311779 | val_loss: 0.0311781 | Time: 6881.49 ms
[2022-01-07 07:53:32 main:574] : INFO : Epoch 1726 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 6831.71 ms
[2022-01-07 07:53:38 main:574] : INFO : Epoch 1727 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 6820.74 ms
[2022-01-07 07:53:45 main:574] : INFO : Epoch 1728 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 6897.71 ms
[2022-01-07 07:53:52 main:574] : INFO : Epoch 1729 | loss: 0.0311748 | val_loss: 0.0311795 | Time: 6826.44 ms
[2022-01-07 07:53:59 main:574] : INFO : Epoch 1730 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 6815.27 ms
[2022-01-07 07:54:06 main:574] : INFO : Epoch 1731 | loss: 0.0311742 | val_loss: 0.0311778 | Time: 6843.87 ms
[2022-01-07 07:54:13 main:574] : INFO : Epoch 1732 | loss: 0.031174 | val_loss: 0.0311771 | Time: 6841.06 ms
[2022-01-07 07:54:20 main:574] : INFO : Epoch 1733 | loss: 0.0311721 | val_loss: 0.0311759 | Time: 6829.76 ms
[2022-01-07 07:54:26 main:574] : INFO : Epoch 1734 | loss: 0.0311713 | val_loss: 0.0311738 | Time: 6863.98 ms
[2022-01-07 07:54:33 main:574] : INFO : Epoch 1735 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 6827.68 ms
[2022-01-07 07:54:40 main:574] : INFO : Epoch 1736 | loss: 0.0311702 | val_loss: 0.0311737 | Time: 6825.84 ms
[2022-01-07 07:54:47 main:574] : INFO : Epoch 1737 | loss: 0.0311697 | val_loss: 0.0311727 | Time: 6819.96 ms
[2022-01-07 07:54:54 main:574] : INFO : Epoch 1738 | loss: 0.0311693 | val_loss: 0.0311763 | Time: 6848.08 ms
[2022-01-07 07:55:01 main:574] : INFO : Epoch 1739 | loss: 0.031169 | val_loss: 0.0311728 | Time: 6883.18 ms
[2022-01-07 07:55:08 main:574] : INFO : Epoch 1740 | loss: 0.0311698 | val_loss: 0.0311782 | Time: 6907.9 ms
[2022-01-07 07:55:55 main:574] : INFO : Epoch 1741 | loss: 0.0311721 | val_loss: 0.0311741 | Time: 47527.5 ms
[2022-01-07 07:56:02 main:574] : INFO : Epoch 1742 | loss: 0.0311703 | val_loss: 0.0311724 | Time: 6777.8 ms
[2022-01-07 07:56:09 main:574] : INFO : Epoch 1743 | loss: 0.0311691 | val_loss: 0.0311732 | Time: 6791.01 ms
[2022-01-07 07:56:16 main:574] : INFO : Epoch 1744 | loss: 0.0311697 | val_loss: 0.0311756 | Time: 6856.71 ms
[2022-01-07 07:56:23 main:574] : INFO : Epoch 1745 | loss: 0.0311696 | val_loss: 0.031172 | Time: 6813.48 ms
[2022-01-07 07:56:29 main:574] : INFO : Epoch 1746 | loss: 0.0311696 | val_loss: 0.0311737 | Time: 6815.85 ms
[2022-01-07 07:56:36 main:574] : INFO : Epoch 1747 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 6814.15 ms
[2022-01-07 07:56:43 main:574] : INFO : Epoch 1748 | loss: 0.03117 | val_loss: 0.0311725 | Time: 6835.71 ms
[2022-01-07 07:56:50 main:574] : INFO : Epoch 1749 | loss: 0.0311679 | val_loss: 0.0311753 | Time: 6968.96 ms
[2022-01-07 07:56:58 main:574] : INFO : Epoch 1750 | loss: 0.0311675 | val_loss: 0.0311732 | Time: 7697.38 ms
[2022-01-07 07:57:16 main:574] : INFO : Epoch 1751 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 17754.5 ms
[2022-01-07 07:57:22 main:574] : INFO : Epoch 1752 | loss: 0.0311656 | val_loss: 0.0311731 | Time: 6870.21 ms
[2022-01-07 07:57:29 main:574] : INFO : Epoch 1753 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 6836.74 ms
[2022-01-07 07:57:36 main:574] : INFO : Epoch 1754 | loss: 0.031167 | val_loss: 0.0311709 | Time: 6842.45 ms
[2022-01-07 07:57:43 main:574] : INFO : Epoch 1755 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 6834.37 ms
[2022-01-07 07:57:50 main:574] : INFO : Epoch 1756 | loss: 0.0311688 | val_loss: 0.0311741 | Time: 6818.45 ms
[2022-01-07 07:57:57 main:574] : INFO : Epoch 1757 | loss: 0.0311682 | val_loss: 0.0311714 | Time: 7113.99 ms
[2022-01-07 07:58:16 main:574] : INFO : Epoch 1758 | loss: 0.0311658 | val_loss: 0.0311723 | Time: 18421 ms
[2022-01-07 07:58:22 main:574] : INFO : Epoch 1759 | loss: 0.031167 | val_loss: 0.0311694 | Time: 6841.05 ms
[2022-01-07 07:58:29 main:574] : INFO : Epoch 1760 | loss: 0.031166 | val_loss: 0.0311698 | Time: 6830.71 ms
[2022-01-07 07:58:36 main:574] : INFO : Epoch 1761 | loss: 0.0311651 | val_loss: 0.0311716 | Time: 6831.63 ms
[2022-01-07 07:58:53 main:574] : INFO : Epoch 1762 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 16944.1 ms
[2022-01-07 07:59:00 main:574] : INFO : Epoch 1763 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 6987.19 ms
[2022-01-07 07:59:07 main:574] : INFO : Epoch 1764 | loss: 0.0311632 | val_loss: 0.0311691 | Time: 6964.51 ms
[2022-01-07 07:59:14 main:574] : INFO : Epoch 1765 | loss: 0.0311626 | val_loss: 0.031169 | Time: 6820.64 ms
[2022-01-07 07:59:21 main:574] : INFO : Epoch 1766 | loss: 0.0311622 | val_loss: 0.0311707 | Time: 6818.65 ms
[2022-01-07 07:59:28 main:574] : INFO : Epoch 1767 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 6821.13 ms
[2022-01-07 07:59:36 main:574] : INFO : Epoch 1768 | loss: 0.0311616 | val_loss: 0.0311704 | Time: 8813.89 ms
[2022-01-07 07:59:53 main:574] : INFO : Epoch 1769 | loss: 0.0311646 | val_loss: 0.0311774 | Time: 16905.3 ms
[2022-01-07 08:00:00 main:574] : INFO : Epoch 1770 | loss: 0.0311627 | val_loss: 0.0311705 | Time: 6861.48 ms
[2022-01-07 08:00:07 main:574] : INFO : Epoch 1771 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 6837.24 ms
[2022-01-07 08:00:14 main:574] : INFO : Epoch 1772 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 6812.16 ms
[2022-01-07 08:00:21 main:574] : INFO : Epoch 1773 | loss: 0.0311626 | val_loss: 0.0311694 | Time: 6838.03 ms
[2022-01-07 08:00:28 main:574] : INFO : Epoch 1774 | loss: 0.0311623 | val_loss: 0.031173 | Time: 6820.19 ms
[2022-01-07 08:00:34 main:574] : INFO : Epoch 1775 | loss: 0.0311669 | val_loss: 0.0311779 | Time: 6844.43 ms
[2022-01-07 08:00:41 main:574] : INFO : Epoch 1776 | loss: 0.0311631 | val_loss: 0.0311681 | Time: 6832.91 ms
[2022-01-07 08:00:48 main:574] : INFO : Epoch 1777 | loss: 0.0311615 | val_loss: 0.0311676 | Time: 6838.22 ms
[2022-01-07 08:00:55 main:574] : INFO : Epoch 1778 | loss: 0.0311612 | val_loss: 0.031168 | Time: 6873.47 ms
[2022-01-07 08:01:02 main:574] : INFO : Epoch 1779 | loss: 0.0311607 | val_loss: 0.0311683 | Time: 6839.47 ms
[2022-01-07 08:01:09 main:574] : INFO : Epoch 1780 | loss: 0.0311595 | val_loss: 0.0311685 | Time: 6838.46 ms
[2022-01-07 08:01:16 main:574] : INFO : Epoch 1781 | loss: 0.0311594 | val_loss: 0.0311709 | Time: 6818.96 ms
[2022-01-07 08:01:22 main:574] : INFO : Epoch 1782 | loss: 0.0311614 | val_loss: 0.0311679 | Time: 6841.38 ms
[2022-01-07 08:01:29 main:574] : INFO : Epoch 1783 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 6821.19 ms
[2022-01-07 08:01:36 main:574] : INFO : Epoch 1784 | loss: 0.0311597 | val_loss: 0.0311677 | Time: 6815.49 ms
[2022-01-07 08:01:43 main:574] : INFO : Epoch 1785 | loss: 0.031159 | val_loss: 0.0311682 | Time: 6834.38 ms
[2022-01-07 08:01:50 main:574] : INFO : Epoch 1786 | loss: 0.0311619 | val_loss: 0.0311772 | Time: 6826.59 ms
[2022-01-07 08:01:57 main:574] : INFO : Epoch 1787 | loss: 0.031161 | val_loss: 0.0311724 | Time: 6848.8 ms
[2022-01-07 08:02:24 main:574] : INFO : Epoch 1788 | loss: 0.0311603 | val_loss: 0.0311761 | Time: 27787.5 ms
[2022-01-07 08:02:31 main:574] : INFO : Epoch 1789 | loss: 0.0311636 | val_loss: 0.0311679 | Time: 6805.44 ms
[2022-01-07 08:02:38 main:574] : INFO : Epoch 1790 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 6819.15 ms
[2022-01-07 08:02:45 main:574] : INFO : Epoch 1791 | loss: 0.0311621 | val_loss: 0.0311771 | Time: 6815.34 ms
[2022-01-07 08:02:52 main:574] : INFO : Epoch 1792 | loss: 0.0311605 | val_loss: 0.0311689 | Time: 6860.2 ms
[2022-01-07 08:02:59 main:574] : INFO : Epoch 1793 | loss: 0.031159 | val_loss: 0.0311715 | Time: 7004.51 ms
[2022-01-07 08:03:27 main:574] : INFO : Epoch 1794 | loss: 0.03116 | val_loss: 0.031172 | Time: 28319.1 ms
[2022-01-07 08:03:34 main:574] : INFO : Epoch 1795 | loss: 0.0311593 | val_loss: 0.0311762 | Time: 6919.16 ms
[2022-01-07 08:03:41 main:574] : INFO : Epoch 1796 | loss: 0.031162 | val_loss: 0.0311829 | Time: 6807.41 ms
[2022-01-07 08:03:48 main:574] : INFO : Epoch 1797 | loss: 0.0311915 | val_loss: 0.031214 | Time: 6826.69 ms
[2022-01-07 08:03:55 main:574] : INFO : Epoch 1798 | loss: 0.0312043 | val_loss: 0.0312016 | Time: 6823.88 ms
[2022-01-07 08:04:01 main:574] : INFO : Epoch 1799 | loss: 0.0311959 | val_loss: 0.0311911 | Time: 6850.53 ms
[2022-01-07 08:04:08 main:574] : INFO : Epoch 1800 | loss: 0.0311907 | val_loss: 0.0311881 | Time: 6825.47 ms
[2022-01-07 08:04:15 main:574] : INFO : Epoch 1801 | loss: 0.031188 | val_loss: 0.031186 | Time: 6823.86 ms
[2022-01-07 08:04:22 main:574] : INFO : Epoch 1802 | loss: 0.0311869 | val_loss: 0.0311857 | Time: 6835.35 ms
[2022-01-07 08:04:29 main:574] : INFO : Epoch 1803 | loss: 0.0311834 | val_loss: 0.0311833 | Time: 6907.64 ms
[2022-01-07 08:04:36 main:574] : INFO : Epoch 1804 | loss: 0.0311831 | val_loss: 0.0311789 | Time: 6849.16 ms
[2022-01-07 08:04:43 main:574] : INFO : Epoch 1805 | loss: 0.0311794 | val_loss: 0.0311772 | Time: 6819.69 ms
[2022-01-07 08:04:50 main:574] : INFO : Epoch 1806 | loss: 0.0311796 | val_loss: 0.031179 | Time: 6840.15 ms
[2022-01-07 08:04:56 main:574] : INFO : Epoch 1807 | loss: 0.0311773 | val_loss: 0.0311762 | Time: 6819.95 ms
[2022-01-07 08:05:03 main:574] : INFO : Epoch 1808 | loss: 0.0311763 | val_loss: 0.0311757 | Time: 6844.12 ms
[2022-01-07 08:05:10 main:574] : INFO : Epoch 1809 | loss: 0.0311754 | val_loss: 0.0311763 | Time: 6858.85 ms
[2022-01-07 08:05:17 main:574] : INFO : Epoch 1810 | loss: 0.0311756 | val_loss: 0.0311796 | Time: 6818.7 ms
[2022-01-07 08:05:24 main:574] : INFO : Epoch 1811 | loss: 0.0311775 | val_loss: 0.0311757 | Time: 6830.38 ms
[2022-01-07 08:05:31 main:574] : INFO : Epoch 1812 | loss: 0.0311746 | val_loss: 0.0311745 | Time: 6830.27 ms
[2022-01-07 08:05:37 main:574] : INFO : Epoch 1813 | loss: 0.0311754 | val_loss: 0.0311753 | Time: 6850.49 ms
[2022-01-07 08:05:44 main:574] : INFO : Epoch 1814 | loss: 0.0311765 | val_loss: 0.0311779 | Time: 6822.09 ms
[2022-01-07 08:05:51 main:574] : INFO : Epoch 1815 | loss: 0.0311735 | val_loss: 0.0311738 | Time: 6847.06 ms
[2022-01-07 08:05:58 main:574] : INFO : Epoch 1816 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 6829.51 ms
[2022-01-07 08:06:05 main:574] : INFO : Epoch 1817 | loss: 0.0311738 | val_loss: 0.0311754 | Time: 6842.29 ms
[2022-01-07 08:06:12 main:574] : INFO : Epoch 1818 | loss: 0.0311718 | val_loss: 0.0311746 | Time: 6847.92 ms
[2022-01-07 08:06:19 main:574] : INFO : Epoch 1819 | loss: 0.0311721 | val_loss: 0.0311724 | Time: 6823.71 ms
[2022-01-07 08:06:25 main:574] : INFO : Epoch 1820 | loss: 0.0311712 | val_loss: 0.0311715 | Time: 6818.56 ms
[2022-01-07 08:06:32 main:574] : INFO : Epoch 1821 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 6827.13 ms
[2022-01-07 08:06:39 main:574] : INFO : Epoch 1822 | loss: 0.0311709 | val_loss: 0.0311755 | Time: 6834.94 ms
[2022-01-07 08:06:46 main:574] : INFO : Epoch 1823 | loss: 0.0311719 | val_loss: 0.0311715 | Time: 6830.9 ms
[2022-01-07 08:06:53 main:574] : INFO : Epoch 1824 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 6832.87 ms
[2022-01-07 08:07:00 main:574] : INFO : Epoch 1825 | loss: 0.0311689 | val_loss: 0.031171 | Time: 6846.09 ms
[2022-01-07 08:07:07 main:574] : INFO : Epoch 1826 | loss: 0.0311698 | val_loss: 0.0311764 | Time: 6830.15 ms
[2022-01-07 08:07:14 main:574] : INFO : Epoch 1827 | loss: 0.0311706 | val_loss: 0.0311703 | Time: 7157.55 ms
[2022-01-07 08:07:41 main:574] : INFO : Epoch 1828 | loss: 0.031169 | val_loss: 0.0311748 | Time: 27347.4 ms
[2022-01-07 08:07:48 main:574] : INFO : Epoch 1829 | loss: 0.0311693 | val_loss: 0.0311701 | Time: 6851.76 ms
[2022-01-07 08:07:55 main:574] : INFO : Epoch 1830 | loss: 0.0311669 | val_loss: 0.0311702 | Time: 6822.41 ms
[2022-01-07 08:08:02 main:574] : INFO : Epoch 1831 | loss: 0.0311692 | val_loss: 0.0311712 | Time: 6853.12 ms
[2022-01-07 08:08:09 main:574] : INFO : Epoch 1832 | loss: 0.0311682 | val_loss: 0.0311747 | Time: 6837.5 ms
[2022-01-07 08:08:16 main:574] : INFO : Epoch 1833 | loss: 0.0311695 | val_loss: 0.0311715 | Time: 6952.15 ms
[2022-01-07 08:08:43 main:574] : INFO : Epoch 1834 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 27366.3 ms
[2022-01-07 08:08:50 main:574] : INFO : Epoch 1835 | loss: 0.0311669 | val_loss: 0.0311762 | Time: 6806.65 ms
[2022-01-07 08:08:57 main:574] : INFO : Epoch 1836 | loss: 0.0311709 | val_loss: 0.0311716 | Time: 6859.24 ms
[2022-01-07 08:09:04 main:574] : INFO : Epoch 1837 | loss: 0.031169 | val_loss: 0.0311693 | Time: 6907.18 ms
[2022-01-07 08:09:10 main:574] : INFO : Epoch 1838 | loss: 0.0311664 | val_loss: 0.0311707 | Time: 6836.45 ms
[2022-01-07 08:09:17 main:574] : INFO : Epoch 1839 | loss: 0.0311662 | val_loss: 0.0311695 | Time: 6835.66 ms
[2022-01-07 08:09:24 main:574] : INFO : Epoch 1840 | loss: 0.0311672 | val_loss: 0.0311716 | Time: 6863.01 ms
[2022-01-07 08:09:31 main:574] : INFO : Epoch 1841 | loss: 0.031169 | val_loss: 0.0311753 | Time: 6830.65 ms
[2022-01-07 08:09:38 main:574] : INFO : Epoch 1842 | loss: 0.0311681 | val_loss: 0.0311732 | Time: 6832.38 ms
[2022-01-07 08:09:45 main:574] : INFO : Epoch 1843 | loss: 0.0311689 | val_loss: 0.0311707 | Time: 6841.49 ms
[2022-01-07 08:09:51 main:574] : INFO : Epoch 1844 | loss: 0.0311656 | val_loss: 0.0311693 | Time: 6822.05 ms
[2022-01-07 08:09:58 main:574] : INFO : Epoch 1845 | loss: 0.0311652 | val_loss: 0.0311708 | Time: 6968.56 ms
[2022-01-07 08:10:05 main:574] : INFO : Epoch 1846 | loss: 0.0311676 | val_loss: 0.0311754 | Time: 6933.85 ms
[2022-01-07 08:11:33 main:574] : INFO : Epoch 1847 | loss: 0.0311685 | val_loss: 0.0311714 | Time: 87592.4 ms
[2022-01-07 08:11:40 main:574] : INFO : Epoch 1848 | loss: 0.0311647 | val_loss: 0.0311685 | Time: 6647.18 ms
[2022-01-07 08:11:47 main:574] : INFO : Epoch 1849 | loss: 0.0311644 | val_loss: 0.0311687 | Time: 6743.81 ms
[2022-01-07 08:11:53 main:574] : INFO : Epoch 1850 | loss: 0.0311633 | val_loss: 0.0311693 | Time: 6781.01 ms
[2022-01-07 08:12:00 main:574] : INFO : Epoch 1851 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 6823.72 ms
[2022-01-07 08:12:07 main:574] : INFO : Epoch 1852 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 6827.92 ms
[2022-01-07 08:12:14 main:574] : INFO : Epoch 1853 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 6813.05 ms
[2022-01-07 08:12:21 main:574] : INFO : Epoch 1854 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 7152.64 ms
[2022-01-07 08:12:39 main:574] : INFO : Epoch 1855 | loss: 0.0311678 | val_loss: 0.0311696 | Time: 17404 ms
[2022-01-07 08:12:45 main:574] : INFO : Epoch 1856 | loss: 0.0311628 | val_loss: 0.0311681 | Time: 6817.77 ms
[2022-01-07 08:12:52 main:574] : INFO : Epoch 1857 | loss: 0.0311695 | val_loss: 0.0311907 | Time: 6828.63 ms
[2022-01-07 08:12:59 main:574] : INFO : Epoch 1858 | loss: 0.0311656 | val_loss: 0.0311713 | Time: 6855.71 ms
[2022-01-07 08:13:06 main:574] : INFO : Epoch 1859 | loss: 0.0311647 | val_loss: 0.0311707 | Time: 6833.9 ms
[2022-01-07 08:13:13 main:574] : INFO : Epoch 1860 | loss: 0.0311687 | val_loss: 0.031176 | Time: 6859.24 ms
[2022-01-07 08:13:20 main:574] : INFO : Epoch 1861 | loss: 0.0311696 | val_loss: 0.0311724 | Time: 6812.42 ms
[2022-01-07 08:13:27 main:574] : INFO : Epoch 1862 | loss: 0.0311677 | val_loss: 0.0311721 | Time: 6998.01 ms
[2022-01-07 08:13:54 main:574] : INFO : Epoch 1863 | loss: 0.0311676 | val_loss: 0.0311759 | Time: 27262.5 ms
[2022-01-07 08:14:01 main:574] : INFO : Epoch 1864 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 7072.64 ms
[2022-01-07 08:14:08 main:574] : INFO : Epoch 1865 | loss: 0.0311684 | val_loss: 0.0311695 | Time: 6834.39 ms
[2022-01-07 08:14:15 main:574] : INFO : Epoch 1866 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 6825.09 ms
[2022-01-07 08:14:22 main:574] : INFO : Epoch 1867 | loss: 0.0311715 | val_loss: 0.0311774 | Time: 6821.35 ms
[2022-01-07 08:14:28 main:574] : INFO : Epoch 1868 | loss: 0.0311693 | val_loss: 0.0311711 | Time: 6853.86 ms
[2022-01-07 08:14:35 main:574] : INFO : Epoch 1869 | loss: 0.0311668 | val_loss: 0.03117 | Time: 6818.33 ms
[2022-01-07 08:14:42 main:574] : INFO : Epoch 1870 | loss: 0.031165 | val_loss: 0.0311685 | Time: 6827.05 ms
[2022-01-07 08:14:49 main:574] : INFO : Epoch 1871 | loss: 0.0311635 | val_loss: 0.0311681 | Time: 6824.54 ms
[2022-01-07 08:14:56 main:574] : INFO : Epoch 1872 | loss: 0.0311642 | val_loss: 0.0311706 | Time: 6839.72 ms
[2022-01-07 08:15:03 main:574] : INFO : Epoch 1873 | loss: 0.0311645 | val_loss: 0.0311677 | Time: 6835.3 ms
[2022-01-07 08:15:09 main:574] : INFO : Epoch 1874 | loss: 0.0311624 | val_loss: 0.0311672 | Time: 6820.82 ms
[2022-01-07 08:15:16 main:574] : INFO : Epoch 1875 | loss: 0.0311623 | val_loss: 0.0311738 | Time: 6832.78 ms
[2022-01-07 08:15:23 main:574] : INFO : Epoch 1876 | loss: 0.0311642 | val_loss: 0.031175 | Time: 6818.16 ms
[2022-01-07 08:15:30 main:574] : INFO : Epoch 1877 | loss: 0.0311657 | val_loss: 0.0311706 | Time: 6818.76 ms
[2022-01-07 08:15:37 main:574] : INFO : Epoch 1878 | loss: 0.0311642 | val_loss: 0.031172 | Time: 6826.4 ms
[2022-01-07 08:15:44 main:574] : INFO : Epoch 1879 | loss: 0.0311662 | val_loss: 0.0311789 | Time: 6840.66 ms
[2022-01-07 08:15:51 main:574] : INFO : Epoch 1880 | loss: 0.0311634 | val_loss: 0.0311677 | Time: 6826.4 ms
[2022-01-07 08:15:57 main:574] : INFO : Epoch 1881 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 6821.85 ms
[2022-01-07 08:16:04 main:574] : INFO : Epoch 1882 | loss: 0.0311626 | val_loss: 0.0311771 | Time: 6835.52 ms
[2022-01-07 08:16:11 main:574] : INFO : Epoch 1883 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 6826.11 ms
[2022-01-07 08:16:18 main:574] : INFO : Epoch 1884 | loss: 0.0311656 | val_loss: 0.0311688 | Time: 6831.51 ms
[2022-01-07 08:16:25 main:574] : INFO : Epoch 1885 | loss: 0.0311629 | val_loss: 0.0311849 | Time: 6816.58 ms
[2022-01-07 08:16:32 main:574] : INFO : Epoch 1886 | loss: 0.0311668 | val_loss: 0.0311723 | Time: 6821.83 ms
[2022-01-07 08:16:38 main:574] : INFO : Epoch 1887 | loss: 0.0311623 | val_loss: 0.0311704 | Time: 6825.56 ms
[2022-01-07 08:16:45 main:574] : INFO : Epoch 1888 | loss: 0.0311609 | val_loss: 0.03117 | Time: 6822.97 ms
[2022-01-07 08:16:52 main:574] : INFO : Epoch 1889 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 6831.09 ms
[2022-01-07 08:16:59 main:574] : INFO : Epoch 1890 | loss: 0.0311617 | val_loss: 0.0311684 | Time: 6942.23 ms
[2022-01-07 08:17:06 main:574] : INFO : Epoch 1891 | loss: 0.0311609 | val_loss: 0.0311717 | Time: 6833.51 ms
[2022-01-07 08:17:13 main:574] : INFO : Epoch 1892 | loss: 0.0311603 | val_loss: 0.0311694 | Time: 6823.72 ms
[2022-01-07 08:17:20 main:574] : INFO : Epoch 1893 | loss: 0.0311623 | val_loss: 0.0311701 | Time: 6837.03 ms
[2022-01-07 08:17:26 main:574] : INFO : Epoch 1894 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 6824.92 ms
[2022-01-07 08:17:33 main:574] : INFO : Epoch 1895 | loss: 0.0311604 | val_loss: 0.0311724 | Time: 6941.15 ms
[2022-01-07 08:17:40 main:574] : INFO : Epoch 1896 | loss: 0.0311606 | val_loss: 0.0311703 | Time: 6938.93 ms
[2022-01-07 08:17:57 main:574] : INFO : Epoch 1897 | loss: 0.0311655 | val_loss: 0.0311872 | Time: 16949.5 ms
[2022-01-07 08:18:04 main:574] : INFO : Epoch 1898 | loss: 0.0311796 | val_loss: 0.0311864 | Time: 6846.44 ms
[2022-01-07 08:18:11 main:574] : INFO : Epoch 1899 | loss: 0.0311698 | val_loss: 0.031171 | Time: 6814.43 ms
[2022-01-07 08:18:18 main:574] : INFO : Epoch 1900 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 6831 ms
[2022-01-07 08:18:25 main:574] : INFO : Epoch 1901 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 6835.22 ms
[2022-01-07 08:18:32 main:574] : INFO : Epoch 1902 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 6827.6 ms
[2022-01-07 08:18:39 main:574] : INFO : Epoch 1903 | loss: 0.0311575 | val_loss: 0.0311671 | Time: 6970.23 ms
[2022-01-07 08:18:56 main:574] : INFO : Epoch 1904 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 17057.2 ms
[2022-01-07 08:19:03 main:574] : INFO : Epoch 1905 | loss: 0.0311586 | val_loss: 0.0311843 | Time: 6848.14 ms
[2022-01-07 08:19:09 main:574] : INFO : Epoch 1906 | loss: 0.0311632 | val_loss: 0.0311703 | Time: 6844.49 ms
[2022-01-07 08:19:16 main:574] : INFO : Epoch 1907 | loss: 0.0311629 | val_loss: 0.0311772 | Time: 6837.85 ms
[2022-01-07 08:19:23 main:574] : INFO : Epoch 1908 | loss: 0.031165 | val_loss: 0.0311723 | Time: 7017.07 ms
[2022-01-07 08:19:30 main:574] : INFO : Epoch 1909 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 6821.76 ms
[2022-01-07 08:19:37 main:574] : INFO : Epoch 1910 | loss: 0.031159 | val_loss: 0.0311675 | Time: 6839.44 ms
[2022-01-07 08:19:44 main:574] : INFO : Epoch 1911 | loss: 0.0311592 | val_loss: 0.0311708 | Time: 6817.6 ms
[2022-01-07 08:19:51 main:574] : INFO : Epoch 1912 | loss: 0.0311582 | val_loss: 0.0311702 | Time: 6846.74 ms
[2022-01-07 08:19:57 main:574] : INFO : Epoch 1913 | loss: 0.0311583 | val_loss: 0.0311744 | Time: 6826.49 ms
[2022-01-07 08:20:04 main:574] : INFO : Epoch 1914 | loss: 0.0311576 | val_loss: 0.031168 | Time: 6845.56 ms
[2022-01-07 08:20:11 main:574] : INFO : Epoch 1915 | loss: 0.0311566 | val_loss: 0.0311698 | Time: 6843.85 ms
[2022-01-07 08:20:18 main:574] : INFO : Epoch 1916 | loss: 0.0311601 | val_loss: 0.031179 | Time: 6822.74 ms
[2022-01-07 08:20:25 main:574] : INFO : Epoch 1917 | loss: 0.0311578 | val_loss: 0.0311707 | Time: 6830.38 ms
[2022-01-07 08:20:32 main:574] : INFO : Epoch 1918 | loss: 0.0311607 | val_loss: 0.0311712 | Time: 6829.2 ms
[2022-01-07 08:20:39 main:574] : INFO : Epoch 1919 | loss: 0.0311615 | val_loss: 0.031169 | Time: 6837.78 ms
[2022-01-07 08:20:45 main:574] : INFO : Epoch 1920 | loss: 0.0311591 | val_loss: 0.0311759 | Time: 6812.53 ms
[2022-01-07 08:20:52 main:574] : INFO : Epoch 1921 | loss: 0.0311604 | val_loss: 0.0311712 | Time: 6830.47 ms
[2022-01-07 08:20:59 main:574] : INFO : Epoch 1922 | loss: 0.0311562 | val_loss: 0.0311788 | Time: 6834.11 ms
[2022-01-07 08:21:06 main:574] : INFO : Epoch 1923 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 6841.46 ms
[2022-01-07 08:21:13 main:574] : INFO : Epoch 1924 | loss: 0.0311592 | val_loss: 0.0311711 | Time: 6841.42 ms
[2022-01-07 08:21:20 main:574] : INFO : Epoch 1925 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 6819.23 ms
[2022-01-07 08:21:26 main:574] : INFO : Epoch 1926 | loss: 0.0311572 | val_loss: 0.0311788 | Time: 6824.26 ms
[2022-01-07 08:21:33 main:574] : INFO : Epoch 1927 | loss: 0.0311577 | val_loss: 0.03117 | Time: 6841.34 ms
[2022-01-07 08:21:40 main:574] : INFO : Epoch 1928 | loss: 0.0311609 | val_loss: 0.0311701 | Time: 6832.95 ms
[2022-01-07 08:21:47 main:574] : INFO : Epoch 1929 | loss: 0.03116 | val_loss: 0.0311786 | Time: 7024.34 ms
[2022-01-07 08:21:54 main:574] : INFO : Epoch 1930 | loss: 0.0311583 | val_loss: 0.0311703 | Time: 6891 ms
[2022-01-07 08:22:01 main:574] : INFO : Epoch 1931 | loss: 0.0311564 | val_loss: 0.0311728 | Time: 6860.18 ms
[2022-01-07 08:22:08 main:574] : INFO : Epoch 1932 | loss: 0.0311547 | val_loss: 0.0311682 | Time: 6831.7 ms
[2022-01-07 08:22:15 main:574] : INFO : Epoch 1933 | loss: 0.031156 | val_loss: 0.0311696 | Time: 6812.11 ms
[2022-01-07 08:22:22 main:574] : INFO : Epoch 1934 | loss: 0.0311555 | val_loss: 0.0311677 | Time: 6841.41 ms
[2022-01-07 08:22:29 main:574] : INFO : Epoch 1935 | loss: 0.0311551 | val_loss: 0.0311688 | Time: 6820.71 ms
[2022-01-07 08:22:35 main:574] : INFO : Epoch 1936 | loss: 0.031157 | val_loss: 0.031168 | Time: 6828.44 ms
[2022-01-07 08:22:42 main:574] : INFO : Epoch 1937 | loss: 0.0311565 | val_loss: 0.031171 | Time: 7055.61 ms
[2022-01-07 08:23:10 main:574] : INFO : Epoch 1938 | loss: 0.0311568 | val_loss: 0.031169 | Time: 27348.7 ms
[2022-01-07 08:23:17 main:574] : INFO : Epoch 1939 | loss: 0.0311551 | val_loss: 0.0311774 | Time: 6869.8 ms
[2022-01-07 08:23:24 main:574] : INFO : Epoch 1940 | loss: 0.031162 | val_loss: 0.031172 | Time: 6839.72 ms
[2022-01-07 08:23:30 main:574] : INFO : Epoch 1941 | loss: 0.0311568 | val_loss: 0.0311773 | Time: 6830.25 ms
[2022-01-07 08:23:37 main:574] : INFO : Epoch 1942 | loss: 0.0311618 | val_loss: 0.031171 | Time: 6823.15 ms
[2022-01-07 08:23:44 main:574] : INFO : Epoch 1943 | loss: 0.0311592 | val_loss: 0.0311693 | Time: 7033.48 ms
[2022-01-07 08:23:51 main:574] : INFO : Epoch 1944 | loss: 0.0311565 | val_loss: 0.0311704 | Time: 7004.66 ms
[2022-01-07 08:24:08 main:574] : INFO : Epoch 1945 | loss: 0.0311539 | val_loss: 0.0311734 | Time: 16913.5 ms
[2022-01-07 08:25:46 main:574] : INFO : Epoch 1946 | loss: 0.0311584 | val_loss: 0.0311752 | Time: 98044.8 ms
[2022-01-07 08:25:53 main:574] : INFO : Epoch 1947 | loss: 0.0311594 | val_loss: 0.0311749 | Time: 6569.68 ms
[2022-01-07 08:26:00 main:574] : INFO : Epoch 1948 | loss: 0.0311574 | val_loss: 0.0311696 | Time: 6679.25 ms
[2022-01-07 08:26:07 main:574] : INFO : Epoch 1949 | loss: 0.0311547 | val_loss: 0.0311699 | Time: 6798.34 ms
[2022-01-07 08:26:13 main:574] : INFO : Epoch 1950 | loss: 0.0311559 | val_loss: 0.0311698 | Time: 6775.15 ms
[2022-01-07 08:26:20 main:574] : INFO : Epoch 1951 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 6805.36 ms
[2022-01-07 08:26:27 main:574] : INFO : Epoch 1952 | loss: 0.0311565 | val_loss: 0.0311717 | Time: 6831.42 ms
[2022-01-07 08:26:34 main:574] : INFO : Epoch 1953 | loss: 0.0311564 | val_loss: 0.0311703 | Time: 6814.72 ms
[2022-01-07 08:26:41 main:574] : INFO : Epoch 1954 | loss: 0.031154 | val_loss: 0.0311713 | Time: 6853.05 ms
[2022-01-07 08:26:48 main:574] : INFO : Epoch 1955 | loss: 0.0311553 | val_loss: 0.0311718 | Time: 6822.22 ms
[2022-01-07 08:26:54 main:574] : INFO : Epoch 1956 | loss: 0.0311531 | val_loss: 0.031171 | Time: 6872.58 ms
[2022-01-07 08:27:01 main:574] : INFO : Epoch 1957 | loss: 0.0311549 | val_loss: 0.0311744 | Time: 6841.24 ms
[2022-01-07 08:27:08 main:574] : INFO : Epoch 1958 | loss: 0.0311605 | val_loss: 0.0311705 | Time: 6824.18 ms
[2022-01-07 08:27:15 main:574] : INFO : Epoch 1959 | loss: 0.0311548 | val_loss: 0.0311696 | Time: 6889.61 ms
[2022-01-07 08:27:22 main:574] : INFO : Epoch 1960 | loss: 0.0311546 | val_loss: 0.0311753 | Time: 6831.51 ms
[2022-01-07 08:27:29 main:574] : INFO : Epoch 1961 | loss: 0.0311582 | val_loss: 0.0311693 | Time: 6818.04 ms
[2022-01-07 08:27:36 main:574] : INFO : Epoch 1962 | loss: 0.0311587 | val_loss: 0.0311767 | Time: 6884.32 ms
[2022-01-07 08:27:42 main:574] : INFO : Epoch 1963 | loss: 0.0311576 | val_loss: 0.031172 | Time: 6873.11 ms
[2022-01-07 08:27:49 main:574] : INFO : Epoch 1964 | loss: 0.031154 | val_loss: 0.0311679 | Time: 6969.83 ms
[2022-01-07 08:28:18 main:574] : INFO : Epoch 1965 | loss: 0.0311543 | val_loss: 0.0311726 | Time: 28292.6 ms
[2022-01-07 08:28:25 main:574] : INFO : Epoch 1966 | loss: 0.0311631 | val_loss: 0.0311747 | Time: 6820.39 ms
[2022-01-07 08:28:32 main:574] : INFO : Epoch 1967 | loss: 0.031162 | val_loss: 0.0311713 | Time: 7033.77 ms
[2022-01-07 08:29:19 main:574] : INFO : Epoch 1968 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 47469.6 ms
[2022-01-07 08:29:26 main:574] : INFO : Epoch 1969 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 6713.77 ms
[2022-01-07 08:29:33 main:574] : INFO : Epoch 1970 | loss: 0.031155 | val_loss: 0.0311671 | Time: 6846.65 ms
[2022-01-07 08:29:40 main:574] : INFO : Epoch 1971 | loss: 0.0311552 | val_loss: 0.0311695 | Time: 6821.07 ms
[2022-01-07 08:29:47 main:574] : INFO : Epoch 1972 | loss: 0.0311604 | val_loss: 0.031172 | Time: 6821.01 ms
[2022-01-07 08:29:53 main:574] : INFO : Epoch 1973 | loss: 0.0311573 | val_loss: 0.031168 | Time: 6816.71 ms
[2022-01-07 08:30:00 main:574] : INFO : Epoch 1974 | loss: 0.0311546 | val_loss: 0.0311704 | Time: 6860.86 ms
[2022-01-07 08:30:07 main:574] : INFO : Epoch 1975 | loss: 0.0311525 | val_loss: 0.0311685 | Time: 6831.27 ms
[2022-01-07 08:30:14 main:574] : INFO : Epoch 1976 | loss: 0.0311522 | val_loss: 0.0311759 | Time: 6827.07 ms
[2022-01-07 08:30:21 main:574] : INFO : Epoch 1977 | loss: 0.0311561 | val_loss: 0.0311693 | Time: 6833 ms
[2022-01-07 08:30:28 main:574] : INFO : Epoch 1978 | loss: 0.0311524 | val_loss: 0.0311669 | Time: 6827.12 ms
[2022-01-07 08:30:34 main:574] : INFO : Epoch 1979 | loss: 0.0311545 | val_loss: 0.0311957 | Time: 6827.81 ms
[2022-01-07 08:30:41 main:574] : INFO : Epoch 1980 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 6820.42 ms
[2022-01-07 08:30:48 main:574] : INFO : Epoch 1981 | loss: 0.0311588 | val_loss: 0.0311649 | Time: 6828.47 ms
[2022-01-07 08:30:55 main:574] : INFO : Epoch 1982 | loss: 0.0311529 | val_loss: 0.0311679 | Time: 6814.6 ms
[2022-01-07 08:31:02 main:574] : INFO : Epoch 1983 | loss: 0.0311503 | val_loss: 0.031167 | Time: 7041.14 ms
[2022-01-07 08:31:09 main:574] : INFO : Epoch 1984 | loss: 0.0311496 | val_loss: 0.0311685 | Time: 6818.56 ms
[2022-01-07 08:31:16 main:574] : INFO : Epoch 1985 | loss: 0.0311494 | val_loss: 0.0311758 | Time: 6814.22 ms
[2022-01-07 08:31:23 main:574] : INFO : Epoch 1986 | loss: 0.0311513 | val_loss: 0.0311691 | Time: 6838.08 ms
[2022-01-07 08:31:29 main:574] : INFO : Epoch 1987 | loss: 0.0311529 | val_loss: 0.0311685 | Time: 6835.15 ms
[2022-01-07 08:31:36 main:574] : INFO : Epoch 1988 | loss: 0.0311527 | val_loss: 0.0311759 | Time: 6833.41 ms
[2022-01-07 08:31:43 main:574] : INFO : Epoch 1989 | loss: 0.0311573 | val_loss: 0.0311924 | Time: 6826.23 ms
[2022-01-07 08:31:50 main:574] : INFO : Epoch 1990 | loss: 0.0311577 | val_loss: 0.0311686 | Time: 6821.43 ms
[2022-01-07 08:31:57 main:574] : INFO : Epoch 1991 | loss: 0.0311531 | val_loss: 0.0311743 | Time: 6833.3 ms
[2022-01-07 08:32:04 main:574] : INFO : Epoch 1992 | loss: 0.0311526 | val_loss: 0.0311692 | Time: 6836.73 ms
[2022-01-07 08:32:10 main:574] : INFO : Epoch 1993 | loss: 0.0311522 | val_loss: 0.0311677 | Time: 6837.15 ms
[2022-01-07 08:32:17 main:574] : INFO : Epoch 1994 | loss: 0.0311522 | val_loss: 0.0311707 | Time: 6823.99 ms
[2022-01-07 08:32:24 main:574] : INFO : Epoch 1995 | loss: 0.0311553 | val_loss: 0.0311691 | Time: 6820.66 ms
[2022-01-07 08:32:31 main:574] : INFO : Epoch 1996 | loss: 0.0311509 | val_loss: 0.0311697 | Time: 6831.99 ms
[2022-01-07 08:32:38 main:574] : INFO : Epoch 1997 | loss: 0.0311541 | val_loss: 0.0311695 | Time: 6826.32 ms
[2022-01-07 08:32:45 main:574] : INFO : Epoch 1998 | loss: 0.0311524 | val_loss: 0.031183 | Time: 6828.81 ms
[2022-01-07 08:32:52 main:574] : INFO : Epoch 1999 | loss: 0.031185 | val_loss: 0.031195 | Time: 6837.26 ms
[2022-01-07 08:32:58 main:574] : INFO : Epoch 2000 | loss: 0.031202 | val_loss: 0.0312043 | Time: 6834.61 ms
[2022-01-07 08:33:06 main:574] : INFO : Epoch 2001 | loss: 0.0312052 | val_loss: 0.0312005 | Time: 7149.49 ms
[2022-01-07 08:33:23 main:574] : INFO : Epoch 2002 | loss: 0.0312016 | val_loss: 0.031194 | Time: 17000.3 ms
[2022-01-07 08:33:29 main:574] : INFO : Epoch 2003 | loss: 0.0311976 | val_loss: 0.0311982 | Time: 6813.06 ms
[2022-01-07 08:33:36 main:574] : INFO : Epoch 2004 | loss: 0.0311955 | val_loss: 0.0311893 | Time: 6836.48 ms
[2022-01-07 08:33:43 main:574] : INFO : Epoch 2005 | loss: 0.0311914 | val_loss: 0.0311876 | Time: 6822.23 ms
[2022-01-07 08:33:50 main:574] : INFO : Epoch 2006 | loss: 0.0311916 | val_loss: 0.031195 | Time: 6824.1 ms
[2022-01-07 08:33:57 main:574] : INFO : Epoch 2007 | loss: 0.0311958 | val_loss: 0.0311937 | Time: 6831.43 ms
[2022-01-07 08:34:04 main:574] : INFO : Epoch 2008 | loss: 0.0311916 | val_loss: 0.0311899 | Time: 6874.47 ms
[2022-01-07 08:34:21 main:574] : INFO : Epoch 2009 | loss: 0.0311886 | val_loss: 0.0311831 | Time: 17133.7 ms
[2022-01-07 08:34:28 main:574] : INFO : Epoch 2010 | loss: 0.0311852 | val_loss: 0.0311842 | Time: 6839.61 ms
[2022-01-07 08:34:35 main:574] : INFO : Epoch 2011 | loss: 0.0311858 | val_loss: 0.0311839 | Time: 6839.68 ms
[2022-01-07 08:34:41 main:574] : INFO : Epoch 2012 | loss: 0.0311867 | val_loss: 0.0311858 | Time: 6820.42 ms
[2022-01-07 08:34:48 main:574] : INFO : Epoch 2013 | loss: 0.0311838 | val_loss: 0.0311797 | Time: 6840.59 ms
[2022-01-07 08:34:55 main:574] : INFO : Epoch 2014 | loss: 0.0311836 | val_loss: 0.0311824 | Time: 6831.48 ms
[2022-01-07 08:35:02 main:574] : INFO : Epoch 2015 | loss: 0.0311854 | val_loss: 0.0311832 | Time: 6848.44 ms
[2022-01-07 08:35:09 main:574] : INFO : Epoch 2016 | loss: 0.0311827 | val_loss: 0.0311835 | Time: 6848.27 ms
[2022-01-07 08:35:16 main:574] : INFO : Epoch 2017 | loss: 0.0311819 | val_loss: 0.0311821 | Time: 6827.43 ms
[2022-01-07 08:35:23 main:574] : INFO : Epoch 2018 | loss: 0.0311861 | val_loss: 0.0311821 | Time: 6826.82 ms
[2022-01-07 08:35:29 main:574] : INFO : Epoch 2019 | loss: 0.0311824 | val_loss: 0.0311808 | Time: 6842.24 ms
[2022-01-07 08:35:36 main:574] : INFO : Epoch 2020 | loss: 0.0311821 | val_loss: 0.0311795 | Time: 6834.11 ms
[2022-01-07 08:35:43 main:574] : INFO : Epoch 2021 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 6843.93 ms
[2022-01-07 08:35:50 main:574] : INFO : Epoch 2022 | loss: 0.031181 | val_loss: 0.0311823 | Time: 6828.95 ms
[2022-01-07 08:35:57 main:574] : INFO : Epoch 2023 | loss: 0.0311795 | val_loss: 0.0311804 | Time: 6860.06 ms
[2022-01-07 08:36:04 main:574] : INFO : Epoch 2024 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 7005.17 ms
[2022-01-07 08:36:11 main:574] : INFO : Epoch 2025 | loss: 0.0311793 | val_loss: 0.0311805 | Time: 6817.88 ms
[2022-01-07 08:36:18 main:574] : INFO : Epoch 2026 | loss: 0.03118 | val_loss: 0.0311794 | Time: 6824.41 ms
[2022-01-07 08:36:25 main:574] : INFO : Epoch 2027 | loss: 0.0311783 | val_loss: 0.03118 | Time: 6840.25 ms
[2022-01-07 08:36:31 main:574] : INFO : Epoch 2028 | loss: 0.0311775 | val_loss: 0.0311799 | Time: 6828.54 ms
[2022-01-07 08:36:38 main:574] : INFO : Epoch 2029 | loss: 0.0311767 | val_loss: 0.0311812 | Time: 6824.59 ms
[2022-01-07 08:36:45 main:574] : INFO : Epoch 2030 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 6819.44 ms
[2022-01-07 08:36:52 main:574] : INFO : Epoch 2031 | loss: 0.0311779 | val_loss: 0.0311834 | Time: 6819.68 ms
[2022-01-07 08:36:59 main:574] : INFO : Epoch 2032 | loss: 0.0311775 | val_loss: 0.0311787 | Time: 6838.43 ms
[2022-01-07 08:37:06 main:574] : INFO : Epoch 2033 | loss: 0.0311763 | val_loss: 0.0311843 | Time: 6841.04 ms
[2022-01-07 08:37:12 main:574] : INFO : Epoch 2034 | loss: 0.0311795 | val_loss: 0.03119 | Time: 6842.07 ms
[2022-01-07 08:37:19 main:574] : INFO : Epoch 2035 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 6820.33 ms
[2022-01-07 08:37:26 main:574] : INFO : Epoch 2036 | loss: 0.0311754 | val_loss: 0.0311807 | Time: 6824.18 ms
[2022-01-07 08:37:33 main:574] : INFO : Epoch 2037 | loss: 0.0311758 | val_loss: 0.0311802 | Time: 6828.05 ms
[2022-01-07 08:37:40 main:574] : INFO : Epoch 2038 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 6833.42 ms
[2022-01-07 08:37:47 main:574] : INFO : Epoch 2039 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 6821.06 ms
[2022-01-07 08:37:53 main:574] : INFO : Epoch 2040 | loss: 0.0311749 | val_loss: 0.031181 | Time: 6823.43 ms
[2022-01-07 08:38:00 main:574] : INFO : Epoch 2041 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 7019.03 ms
[2022-01-07 08:38:07 main:574] : INFO : Epoch 2042 | loss: 0.0311768 | val_loss: 0.0311841 | Time: 6849.23 ms
[2022-01-07 08:38:35 main:574] : INFO : Epoch 2043 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 27237.9 ms
[2022-01-07 08:38:41 main:574] : INFO : Epoch 2044 | loss: 0.0311802 | val_loss: 0.0311802 | Time: 6784.94 ms
[2022-01-07 08:38:48 main:574] : INFO : Epoch 2045 | loss: 0.031174 | val_loss: 0.0311818 | Time: 6865.39 ms
[2022-01-07 08:38:55 main:574] : INFO : Epoch 2046 | loss: 0.0311753 | val_loss: 0.0311775 | Time: 6818.8 ms
[2022-01-07 08:39:02 main:574] : INFO : Epoch 2047 | loss: 0.0311732 | val_loss: 0.031178 | Time: 6844.41 ms
[2022-01-07 08:39:09 main:574] : INFO : Epoch 2048 | loss: 0.0311731 | val_loss: 0.0311776 | Time: 6827.85 ms
[2022-01-07 08:39:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311776
[2022-01-07 08:39:09 main:603] : INFO : Saving end state to config to file
[2022-01-07 08:39:09 main:608] : INFO : Success, exiting..
08:39:09 (22680): 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)