Task 13195736
| Name | ParityModified-1647044701-31045-1-0_0 |
| Workunit | 10319384 |
| Created | 14 Mar 2022, 19:47:23 UTC |
| Sent | 21 Mar 2022, 17:30:17 UTC |
| Report deadline | 29 Mar 2022, 17:30:17 UTC |
| Received | 21 Mar 2022, 22:24:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 44 min 54 sec |
| CPU time | 3 hours 33 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.47 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311831 | val_loss: 0.0311885 | Time: 6531.39 ms [2022-03-22 03:28:55 main:574] : INFO : Epoch 1543 | loss: 0.0311852 | val_loss: 0.0311803 | Time: 6536.7 ms [2022-03-22 03:29:02 main:574] : INFO : Epoch 1544 | loss: 0.0311789 | val_loss: 0.0311802 | Time: 6535.57 ms [2022-03-22 03:29:09 main:574] : INFO : Epoch 1545 | loss: 0.0311771 | val_loss: 0.0311809 | Time: 6522.93 ms [2022-03-22 03:29:15 main:574] : INFO : Epoch 1546 | loss: 0.0311755 | val_loss: 0.0311792 | Time: 6543.04 ms [2022-03-22 03:29:22 main:574] : INFO : Epoch 1547 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 6530.35 ms [2022-03-22 03:29:28 main:574] : INFO : Epoch 1548 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 6524.43 ms [2022-03-22 03:29:35 main:574] : INFO : Epoch 1549 | loss: 0.0311756 | val_loss: 0.0311817 | Time: 6525.46 ms [2022-03-22 03:29:41 main:574] : INFO : Epoch 1550 | loss: 0.0311745 | val_loss: 0.0311832 | Time: 6535.83 ms [2022-03-22 03:29:48 main:574] : INFO : Epoch 1551 | loss: 0.0311734 | val_loss: 0.031181 | Time: 6519.21 ms [2022-03-22 03:29:54 main:574] : INFO : Epoch 1552 | loss: 0.0311734 | val_loss: 0.0311784 | Time: 6536.67 ms [2022-03-22 03:30:01 main:574] : INFO : Epoch 1553 | loss: 0.0311737 | val_loss: 0.0311826 | Time: 6548.65 ms [2022-03-22 03:30:07 main:574] : INFO : Epoch 1554 | loss: 0.0311742 | val_loss: 0.0311816 | Time: 6511.54 ms [2022-03-22 03:30:14 main:574] : INFO : Epoch 1555 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 6538.3 ms [2022-03-22 03:30:20 main:574] : INFO : Epoch 1556 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 6537.34 ms [2022-03-22 03:30:27 main:574] : INFO : Epoch 1557 | loss: 0.0311722 | val_loss: 0.0311788 | Time: 6528.13 ms [2022-03-22 03:30:34 main:574] : INFO : Epoch 1558 | loss: 0.0311741 | val_loss: 0.0311832 | Time: 6543.98 ms [2022-03-22 03:30:40 main:574] : INFO : Epoch 1559 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 6533.99 ms [2022-03-22 03:30:47 main:574] : INFO : Epoch 1560 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 6538.74 ms [2022-03-22 03:30:53 main:574] : INFO : Epoch 1561 | loss: 0.0311716 | val_loss: 0.0311807 | Time: 6547.54 ms [2022-03-22 03:31:00 main:574] : INFO : Epoch 1562 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 6553.95 ms [2022-03-22 03:31:06 main:574] : INFO : Epoch 1563 | loss: 0.031172 | val_loss: 0.0311785 | Time: 6538.98 ms [2022-03-22 03:31:13 main:574] : INFO : Epoch 1564 | loss: 0.0311725 | val_loss: 0.0311824 | Time: 6503.37 ms [2022-03-22 03:31:19 main:574] : INFO : Epoch 1565 | loss: 0.0311715 | val_loss: 0.0311776 | Time: 6539.09 ms [2022-03-22 03:31:26 main:574] : INFO : Epoch 1566 | loss: 0.0311708 | val_loss: 0.0311733 | Time: 6522.86 ms [2022-03-22 03:31:32 main:574] : INFO : Epoch 1567 | loss: 0.0311622 | val_loss: 0.0311662 | Time: 6526.77 ms [2022-03-22 03:31:39 main:574] : INFO : Epoch 1568 | loss: 0.0311559 | val_loss: 0.0311667 | Time: 6525.99 ms [2022-03-22 03:31:45 main:574] : INFO : Epoch 1569 | loss: 0.0311518 | val_loss: 0.0311652 | Time: 6521.32 ms [2022-03-22 03:31:52 main:574] : INFO : Epoch 1570 | loss: 0.0311497 | val_loss: 0.0311644 | Time: 6553.61 ms [2022-03-22 03:31:59 main:574] : INFO : Epoch 1571 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 6525.77 ms [2022-03-22 03:32:05 main:574] : INFO : Epoch 1572 | loss: 0.0311474 | val_loss: 0.0311684 | Time: 6528.99 ms [2022-03-22 03:32:12 main:574] : INFO : Epoch 1573 | loss: 0.0311454 | val_loss: 0.0311675 | Time: 6543.1 ms [2022-03-22 03:32:18 main:574] : INFO : Epoch 1574 | loss: 0.0311435 | val_loss: 0.0311606 | Time: 6505.01 ms [2022-03-22 03:32:25 main:574] : INFO : Epoch 1575 | loss: 0.0311439 | val_loss: 0.0311578 | Time: 6545.38 ms [2022-03-22 03:32:31 main:574] : INFO : Epoch 1576 | loss: 0.031143 | val_loss: 0.0311612 | Time: 6539.18 ms [2022-03-22 03:32:38 main:574] : INFO : Epoch 1577 | loss: 0.0311417 | val_loss: 0.0311618 | Time: 6516.87 ms [2022-03-22 03:32:44 main:574] : INFO : Epoch 1578 | loss: 0.0311416 | val_loss: 0.0311592 | Time: 6528.68 ms [2022-03-22 03:32:51 main:574] : INFO : Epoch 1579 | loss: 0.0311412 | val_loss: 0.0311614 | Time: 6536.6 ms [2022-03-22 03:32:57 main:574] : INFO : Epoch 1580 | loss: 0.03114 | val_loss: 0.0311701 | Time: 6540.13 ms [2022-03-22 03:33:04 main:574] : INFO : Epoch 1581 | loss: 0.0311399 | val_loss: 0.0311638 | Time: 6528.06 ms [2022-03-22 03:33:10 main:574] : INFO : Epoch 1582 | loss: 0.0311397 | val_loss: 0.0311608 | Time: 6528.93 ms [2022-03-22 03:33:17 main:574] : INFO : Epoch 1583 | loss: 0.0311413 | val_loss: 0.0311644 | Time: 6547.03 ms [2022-03-22 03:33:24 main:574] : INFO : Epoch 1584 | loss: 0.0311378 | val_loss: 0.0311627 | Time: 6515.27 ms [2022-03-22 03:33:30 main:574] : INFO : Epoch 1585 | loss: 0.0311391 | val_loss: 0.0311624 | Time: 6523.87 ms [2022-03-22 03:33:37 main:574] : INFO : Epoch 1586 | loss: 0.0311374 | val_loss: 0.0311695 | Time: 6524.89 ms [2022-03-22 03:33:43 main:574] : INFO : Epoch 1587 | loss: 0.0311368 | val_loss: 0.0311633 | Time: 6519.66 ms [2022-03-22 03:33:50 main:574] : INFO : Epoch 1588 | loss: 0.0311376 | val_loss: 0.0311689 | Time: 6524.29 ms [2022-03-22 03:33:56 main:574] : INFO : Epoch 1589 | loss: 0.0311363 | val_loss: 0.0311636 | Time: 6531.32 ms [2022-03-22 03:34:03 main:574] : INFO : Epoch 1590 | loss: 0.0311358 | val_loss: 0.0311648 | Time: 6510.26 ms [2022-03-22 03:34:10 main:574] : INFO : Epoch 1591 | loss: 0.0311379 | val_loss: 0.0311645 | Time: 6539.25 ms [2022-03-22 03:34:16 main:574] : INFO : Epoch 1592 | loss: 0.0311373 | val_loss: 0.0311643 | Time: 6545.02 ms [2022-03-22 03:34:23 main:574] : INFO : Epoch 1593 | loss: 0.0311367 | val_loss: 0.0311603 | Time: 6514.83 ms [2022-03-22 03:34:29 main:574] : INFO : Epoch 1594 | loss: 0.0311352 | val_loss: 0.0311653 | Time: 6523.95 ms [2022-03-22 03:34:36 main:574] : INFO : Epoch 1595 | loss: 0.0311364 | val_loss: 0.0311639 | Time: 6535.56 ms [2022-03-22 03:34:42 main:574] : INFO : Epoch 1596 | loss: 0.031137 | val_loss: 0.0311649 | Time: 6531.51 ms [2022-03-22 03:34:49 main:574] : INFO : Epoch 1597 | loss: 0.0311378 | val_loss: 0.0311652 | Time: 6502.09 ms [2022-03-22 03:34:56 main:574] : INFO : Epoch 1598 | loss: 0.0311366 | val_loss: 0.0311608 | Time: 6536.89 ms [2022-03-22 03:35:02 main:574] : INFO : Epoch 1599 | loss: 0.0311376 | val_loss: 0.0311661 | Time: 6546.8 ms [2022-03-22 03:35:09 main:574] : INFO : Epoch 1600 | loss: 0.0311415 | val_loss: 0.0311606 | Time: 6527.99 ms [2022-03-22 03:35:15 main:574] : INFO : Epoch 1601 | loss: 0.0311394 | val_loss: 0.031164 | Time: 6532.1 ms [2022-03-22 03:35:22 main:574] : INFO : Epoch 1602 | loss: 0.0311374 | val_loss: 0.0311627 | Time: 6527.97 ms [2022-03-22 03:35:28 main:574] : INFO : Epoch 1603 | loss: 0.0311365 | val_loss: 0.031164 | Time: 6526.45 ms [2022-03-22 03:35:35 main:574] : INFO : Epoch 1604 | loss: 0.0311374 | val_loss: 0.0311674 | Time: 6523.49 ms [2022-03-22 03:35:41 main:574] : INFO : Epoch 1605 | loss: 0.0311428 | val_loss: 0.0311648 | Time: 6529.14 ms [2022-03-22 03:35:48 main:574] : INFO : Epoch 1606 | loss: 0.0311446 | val_loss: 0.0311593 | Time: 6527.76 ms [2022-03-22 03:35:54 main:574] : INFO : Epoch 1607 | loss: 0.0311387 | val_loss: 0.0311661 | Time: 6529.84 ms [2022-03-22 03:36:01 main:574] : INFO : Epoch 1608 | loss: 0.0311353 | val_loss: 0.0311603 | Time: 6530.07 ms [2022-03-22 03:36:07 main:574] : INFO : Epoch 1609 | loss: 0.0311363 | val_loss: 0.0311601 | Time: 6543.34 ms [2022-03-22 03:36:14 main:574] : INFO : Epoch 1610 | loss: 0.0311352 | val_loss: 0.0311618 | Time: 6507.28 ms [2022-03-22 03:36:20 main:574] : INFO : Epoch 1611 | loss: 0.0311364 | val_loss: 0.0311651 | Time: 6536.62 ms [2022-03-22 03:36:27 main:574] : INFO : Epoch 1612 | loss: 0.0311431 | val_loss: 0.0311601 | Time: 6544.84 ms [2022-03-22 03:36:34 main:574] : INFO : Epoch 1613 | loss: 0.0311405 | val_loss: 0.0311583 | Time: 6509.31 ms [2022-03-22 03:36:40 main:574] : INFO : Epoch 1614 | loss: 0.0311388 | val_loss: 0.0311618 | Time: 6530.02 ms [2022-03-22 03:36:47 main:574] : INFO : Epoch 1615 | loss: 0.0311371 | val_loss: 0.0311565 | Time: 6551.69 ms [2022-03-22 03:36:53 main:574] : INFO : Epoch 1616 | loss: 0.0311371 | val_loss: 0.0311585 | Time: 6529.88 ms [2022-03-22 03:37:00 main:574] : INFO : Epoch 1617 | loss: 0.0311364 | val_loss: 0.0311568 | Time: 6548.36 ms [2022-03-22 03:37:06 main:574] : INFO : Epoch 1618 | loss: 0.0311413 | val_loss: 0.0311589 | Time: 6520.79 ms [2022-03-22 03:37:13 main:574] : INFO : Epoch 1619 | loss: 0.0311385 | val_loss: 0.0311567 | Time: 6541.41 ms [2022-03-22 03:37:19 main:574] : INFO : Epoch 1620 | loss: 0.0311352 | val_loss: 0.031162 | Time: 6518.07 ms [2022-03-22 03:37:26 main:574] : INFO : Epoch 1621 | loss: 0.0311337 | val_loss: 0.0311562 | Time: 6527.33 ms [2022-03-22 03:37:32 main:574] : INFO : Epoch 1622 | loss: 0.0311323 | val_loss: 0.0311588 | Time: 6522.74 ms [2022-03-22 03:37:39 main:574] : INFO : Epoch 1623 | loss: 0.0311332 | val_loss: 0.0311603 | Time: 6521.58 ms [2022-03-22 03:37:45 main:574] : INFO : Epoch 1624 | loss: 0.0311311 | val_loss: 0.031154 | Time: 6536.85 ms [2022-03-22 03:37:52 main:574] : INFO : Epoch 1625 | loss: 0.0311293 | val_loss: 0.0311625 | Time: 6525.53 ms [2022-03-22 03:37:59 main:574] : INFO : Epoch 1626 | loss: 0.0311279 | val_loss: 0.0311579 | Time: 6529.28 ms [2022-03-22 03:38:05 main:574] : INFO : Epoch 1627 | loss: 0.0311337 | val_loss: 0.0311587 | Time: 6534.16 ms [2022-03-22 03:38:12 main:574] : INFO : Epoch 1628 | loss: 0.0311354 | val_loss: 0.0311557 | Time: 6544.04 ms [2022-03-22 03:38:18 main:574] : INFO : Epoch 1629 | loss: 0.0311354 | val_loss: 0.0311628 | Time: 6533.56 ms [2022-03-22 03:38:25 main:574] : INFO : Epoch 1630 | loss: 0.0311395 | val_loss: 0.0311566 | Time: 6515.64 ms [2022-03-22 03:38:31 main:574] : INFO : Epoch 1631 | loss: 0.0311388 | val_loss: 0.0311624 | Time: 6530.41 ms [2022-03-22 03:38:38 main:574] : INFO : Epoch 1632 | loss: 0.0311378 | val_loss: 0.0311656 | Time: 6540.99 ms [2022-03-22 03:38:44 main:574] : INFO : Epoch 1633 | loss: 0.0311363 | val_loss: 0.0311602 | Time: 6501.84 ms [2022-03-22 03:38:51 main:574] : INFO : Epoch 1634 | loss: 0.0311284 | val_loss: 0.0311591 | Time: 6526.73 ms [2022-03-22 03:38:57 main:574] : INFO : Epoch 1635 | loss: 0.031131 | val_loss: 0.0311657 | Time: 6558.51 ms [2022-03-22 03:39:04 main:574] : INFO : Epoch 1636 | loss: 0.0311313 | val_loss: 0.0311547 | Time: 6529.89 ms [2022-03-22 03:39:10 main:574] : INFO : Epoch 1637 | loss: 0.0311264 | val_loss: 0.0311571 | Time: 6513.17 ms [2022-03-22 03:39:17 main:574] : INFO : Epoch 1638 | loss: 0.0311257 | val_loss: 0.0311543 | Time: 6540.19 ms [2022-03-22 03:39:23 main:574] : INFO : Epoch 1639 | loss: 0.0311228 | val_loss: 0.0311575 | Time: 6547 ms [2022-03-22 03:39:30 main:574] : INFO : Epoch 1640 | loss: 0.0311241 | val_loss: 0.0311535 | Time: 6517.64 ms [2022-03-22 03:39:37 main:574] : INFO : Epoch 1641 | loss: 0.0311272 | val_loss: 0.0311538 | Time: 6526.31 ms [2022-03-22 03:39:43 main:574] : INFO : Epoch 1642 | loss: 0.0311258 | val_loss: 0.0311554 | Time: 6551.4 ms [2022-03-22 03:39:50 main:574] : INFO : Epoch 1643 | loss: 0.0311246 | val_loss: 0.0311565 | Time: 6521.61 ms [2022-03-22 03:39:56 main:574] : INFO : Epoch 1644 | loss: 0.0311231 | val_loss: 0.0311578 | Time: 6537.78 ms [2022-03-22 03:40:03 main:574] : INFO : Epoch 1645 | loss: 0.0311232 | val_loss: 0.0311539 | Time: 6537.8 ms [2022-03-22 03:40:09 main:574] : INFO : Epoch 1646 | loss: 0.0311224 | val_loss: 0.0311579 | Time: 6506.27 ms [2022-03-22 03:40:16 main:574] : INFO : Epoch 1647 | loss: 0.031122 | val_loss: 0.0311543 | Time: 6533.9 ms [2022-03-22 03:40:22 main:574] : INFO : Epoch 1648 | loss: 0.0311219 | val_loss: 0.0311517 | Time: 6550.87 ms [2022-03-22 03:40:29 main:574] : INFO : Epoch 1649 | loss: 0.0311209 | val_loss: 0.0311552 | Time: 6528.51 ms [2022-03-22 03:40:35 main:574] : INFO : Epoch 1650 | loss: 0.0311179 | val_loss: 0.0311576 | Time: 6514.38 ms [2022-03-22 03:40:42 main:574] : INFO : Epoch 1651 | loss: 0.031117 | val_loss: 0.0311637 | Time: 6542.57 ms [2022-03-22 03:40:48 main:574] : INFO : Epoch 1652 | loss: 0.0311167 | val_loss: 0.0311595 | Time: 6528.38 ms [2022-03-22 03:40:55 main:574] : INFO : Epoch 1653 | loss: 0.0311207 | val_loss: 0.0311576 | Time: 6523.49 ms [2022-03-22 03:41:02 main:574] : INFO : Epoch 1654 | loss: 0.0311196 | val_loss: 0.0311571 | Time: 6540.13 ms [2022-03-22 03:41:08 main:574] : INFO : Epoch 1655 | loss: 0.0311167 | val_loss: 0.0311607 | Time: 6551.84 ms [2022-03-22 03:41:15 main:574] : INFO : Epoch 1656 | loss: 0.0311166 | val_loss: 0.031159 | Time: 6518.08 ms [2022-03-22 03:41:21 main:574] : INFO : Epoch 1657 | loss: 0.0311176 | val_loss: 0.0311597 | Time: 6523.44 ms [2022-03-22 03:41:28 main:574] : INFO : Epoch 1658 | loss: 0.0311178 | val_loss: 0.0311636 | Time: 6566.37 ms [2022-03-22 03:41:34 main:574] : INFO : Epoch 1659 | loss: 0.0311156 | val_loss: 0.0311728 | Time: 6530.4 ms [2022-03-22 03:41:41 main:574] : INFO : Epoch 1660 | loss: 0.0311157 | val_loss: 0.0311672 | Time: 6556.22 ms [2022-03-22 03:41:47 main:574] : INFO : Epoch 1661 | loss: 0.0311132 | val_loss: 0.0311654 | Time: 6528.04 ms [2022-03-22 03:41:54 main:574] : INFO : Epoch 1662 | loss: 0.0311172 | val_loss: 0.0311646 | Time: 6553.07 ms [2022-03-22 03:42:00 main:574] : INFO : Epoch 1663 | loss: 0.0311176 | val_loss: 0.0311595 | Time: 6528.15 ms [2022-03-22 03:42:07 main:574] : INFO : Epoch 1664 | loss: 0.0311159 | val_loss: 0.0311582 | Time: 6543.24 ms [2022-03-22 03:42:13 main:574] : INFO : Epoch 1665 | loss: 0.0311162 | val_loss: 0.0311598 | Time: 6542.36 ms [2022-03-22 03:42:20 main:574] : INFO : Epoch 1666 | loss: 0.0311169 | val_loss: 0.0311618 | Time: 6516.51 ms [2022-03-22 03:42:27 main:574] : INFO : Epoch 1667 | loss: 0.0311158 | val_loss: 0.0311636 | Time: 6538.28 ms [2022-03-22 03:42:33 main:574] : INFO : Epoch 1668 | loss: 0.0311154 | val_loss: 0.0311637 | Time: 6532.71 ms [2022-03-22 03:42:40 main:574] : INFO : Epoch 1669 | loss: 0.0311132 | val_loss: 0.0311628 | Time: 6537.99 ms [2022-03-22 03:42:46 main:574] : INFO : Epoch 1670 | loss: 0.031112 | val_loss: 0.0311554 | Time: 6533.98 ms [2022-03-22 03:42:53 main:574] : INFO : Epoch 1671 | loss: 0.0311115 | val_loss: 0.0311601 | Time: 6540.48 ms [2022-03-22 03:42:59 main:574] : INFO : Epoch 1672 | loss: 0.0311137 | val_loss: 0.0311617 | Time: 6542.92 ms [2022-03-22 03:43:06 main:574] : INFO : Epoch 1673 | loss: 0.031111 | val_loss: 0.0311592 | Time: 6503.44 ms [2022-03-22 03:43:12 main:574] : INFO : Epoch 1674 | loss: 0.0311125 | val_loss: 0.0311554 | Time: 6526.09 ms [2022-03-22 03:43:19 main:574] : INFO : Epoch 1675 | loss: 0.0311137 | val_loss: 0.0311612 | Time: 6538.8 ms [2022-03-22 03:43:25 main:574] : INFO : Epoch 1676 | loss: 0.0311127 | val_loss: 0.0311636 | Time: 6513.86 ms [2022-03-22 03:43:32 main:574] : INFO : Epoch 1677 | loss: 0.0311154 | val_loss: 0.0311608 | Time: 6529.55 ms [2022-03-22 03:43:38 main:574] : INFO : Epoch 1678 | loss: 0.0311134 | val_loss: 0.0311617 | Time: 6542.35 ms [2022-03-22 03:43:45 main:574] : INFO : Epoch 1679 | loss: 0.0311147 | val_loss: 0.031162 | Time: 6530.03 ms [2022-03-22 03:43:52 main:574] : INFO : Epoch 1680 | loss: 0.0311139 | val_loss: 0.0311611 | Time: 6520.57 ms [2022-03-22 03:43:58 main:574] : INFO : Epoch 1681 | loss: 0.0311112 | val_loss: 0.0311635 | Time: 6537.39 ms [2022-03-22 03:44:05 main:574] : INFO : Epoch 1682 | loss: 0.0311135 | val_loss: 0.0311647 | Time: 6531.97 ms [2022-03-22 03:44:11 main:574] : INFO : Epoch 1683 | loss: 0.0311121 | val_loss: 0.0311588 | Time: 6506.98 ms [2022-03-22 03:44:18 main:574] : INFO : Epoch 1684 | loss: 0.0311137 | val_loss: 0.0311533 | Time: 6529.48 ms [2022-03-22 03:44:24 main:574] : INFO : Epoch 1685 | loss: 0.0311131 | val_loss: 0.0311579 | Time: 6531.71 ms [2022-03-22 03:44:31 main:574] : INFO : Epoch 1686 | loss: 0.0311108 | val_loss: 0.0311591 | Time: 6509.7 ms [2022-03-22 03:44:37 main:574] : INFO : Epoch 1687 | loss: 0.0311091 | val_loss: 0.031166 | Time: 6538.08 ms [2022-03-22 03:44:44 main:574] : INFO : Epoch 1688 | loss: 0.031112 | val_loss: 0.0311724 | Time: 6531.99 ms [2022-03-22 03:44:50 main:574] : INFO : Epoch 1689 | loss: 0.0311112 | val_loss: 0.0311636 | Time: 6522.32 ms [2022-03-22 03:44:57 main:574] : INFO : Epoch 1690 | loss: 0.0311111 | val_loss: 0.0311628 | Time: 6519.32 ms [2022-03-22 03:45:03 main:574] : INFO : Epoch 1691 | loss: 0.0311083 | val_loss: 0.031167 | Time: 6566.91 ms [2022-03-22 03:45:10 main:574] : INFO : Epoch 1692 | loss: 0.0311146 | val_loss: 0.0311558 | Time: 6539.39 ms [2022-03-22 03:45:16 main:574] : INFO : Epoch 1693 | loss: 0.0311153 | val_loss: 0.0311661 | Time: 6511.71 ms [2022-03-22 03:45:23 main:574] : INFO : Epoch 1694 | loss: 0.0311089 | val_loss: 0.0311683 | Time: 6530.63 ms [2022-03-22 03:45:30 main:574] : INFO : Epoch 1695 | loss: 0.0311109 | val_loss: 0.0311587 | Time: 6532.62 ms [2022-03-22 03:45:36 main:574] : INFO : Epoch 1696 | loss: 0.0311069 | val_loss: 0.0311628 | Time: 6532.64 ms [2022-03-22 03:45:43 main:574] : INFO : Epoch 1697 | loss: 0.0311058 | val_loss: 0.0311649 | Time: 6521.46 ms [2022-03-22 03:45:49 main:574] : INFO : Epoch 1698 | loss: 0.0311097 | val_loss: 0.0311593 | Time: 6537 ms [2022-03-22 03:45:56 main:574] : INFO : Epoch 1699 | loss: 0.0311252 | val_loss: 0.0311579 | Time: 6527.24 ms [2022-03-22 03:46:02 main:574] : INFO : Epoch 1700 | loss: 0.0311222 | val_loss: 0.0311627 | Time: 6528.39 ms [2022-03-22 03:46:09 main:574] : INFO : Epoch 1701 | loss: 0.0311192 | val_loss: 0.0311636 | Time: 6523.58 ms [2022-03-22 03:46:15 main:574] : INFO : Epoch 1702 | loss: 0.0311169 | val_loss: 0.0311636 | Time: 6551.11 ms [2022-03-22 03:46:22 main:574] : INFO : Epoch 1703 | loss: 0.0311165 | val_loss: 0.031161 | Time: 6511.56 ms [2022-03-22 03:46:28 main:574] : INFO : Epoch 1704 | loss: 0.0311394 | val_loss: 0.0311757 | Time: 6531.71 ms [2022-03-22 03:46:35 main:574] : INFO : Epoch 1705 | loss: 0.0311887 | val_loss: 0.031186 | Time: 6540.72 ms [2022-03-22 03:46:41 main:574] : INFO : Epoch 1706 | loss: 0.0311896 | val_loss: 0.0311835 | Time: 6512.03 ms [2022-03-22 03:46:48 main:574] : INFO : Epoch 1707 | loss: 0.0311871 | val_loss: 0.0311844 | Time: 6528.04 ms [2022-03-22 03:46:54 main:574] : INFO : Epoch 1708 | loss: 0.0311834 | val_loss: 0.0311803 | Time: 6536.43 ms [2022-03-22 03:47:01 main:574] : INFO : Epoch 1709 | loss: 0.0311797 | val_loss: 0.0311819 | Time: 6517.58 ms [2022-03-22 03:47:08 main:574] : INFO : Epoch 1710 | loss: 0.031178 | val_loss: 0.0311787 | Time: 6536.71 ms [2022-03-22 03:47:14 main:574] : INFO : Epoch 1711 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 6543.9 ms [2022-03-22 03:47:21 main:574] : INFO : Epoch 1712 | loss: 0.0311724 | val_loss: 0.031177 | Time: 6527.9 ms [2022-03-22 03:47:27 main:574] : INFO : Epoch 1713 | loss: 0.0311757 | val_loss: 0.0311766 | Time: 6514.99 ms [2022-03-22 03:47:34 main:574] : INFO : Epoch 1714 | loss: 0.0311717 | val_loss: 0.0311828 | Time: 6532.07 ms [2022-03-22 03:47:40 main:574] : INFO : Epoch 1715 | loss: 0.0311724 | val_loss: 0.031181 | Time: 6545.02 ms [2022-03-22 03:47:47 main:574] : INFO : Epoch 1716 | loss: 0.0311706 | val_loss: 0.031177 | Time: 6509.02 ms [2022-03-22 03:47:53 main:574] : INFO : Epoch 1717 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 6530.79 ms [2022-03-22 03:48:00 main:574] : INFO : Epoch 1718 | loss: 0.0311693 | val_loss: 0.0311754 | Time: 6537.79 ms [2022-03-22 03:48:06 main:574] : INFO : Epoch 1719 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 6511.96 ms [2022-03-22 03:48:13 main:574] : INFO : Epoch 1720 | loss: 0.0311682 | val_loss: 0.031173 | Time: 6532.83 ms [2022-03-22 03:48:19 main:574] : INFO : Epoch 1721 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 6522.28 ms [2022-03-22 03:48:26 main:574] : INFO : Epoch 1722 | loss: 0.0311647 | val_loss: 0.031172 | Time: 6522.65 ms [2022-03-22 03:48:32 main:574] : INFO : Epoch 1723 | loss: 0.0311629 | val_loss: 0.031172 | Time: 6526.21 ms [2022-03-22 03:48:39 main:574] : INFO : Epoch 1724 | loss: 0.0311633 | val_loss: 0.0311769 | Time: 6525.15 ms [2022-03-22 03:48:45 main:574] : INFO : Epoch 1725 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 6544.18 ms [2022-03-22 03:48:52 main:574] : INFO : Epoch 1726 | loss: 0.0311651 | val_loss: 0.0311706 | Time: 6523.32 ms [2022-03-22 03:48:59 main:574] : INFO : Epoch 1727 | loss: 0.0311613 | val_loss: 0.0311738 | Time: 6548.42 ms [2022-03-22 03:49:05 main:574] : INFO : Epoch 1728 | loss: 0.0311614 | val_loss: 0.0311748 | Time: 6544.41 ms [2022-03-22 03:49:12 main:574] : INFO : Epoch 1729 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 6517.22 ms [2022-03-22 03:49:18 main:574] : INFO : Epoch 1730 | loss: 0.0311602 | val_loss: 0.0311716 | Time: 6552.38 ms [2022-03-22 03:49:25 main:574] : INFO : Epoch 1731 | loss: 0.031159 | val_loss: 0.0311714 | Time: 6542.12 ms [2022-03-22 03:49:31 main:574] : INFO : Epoch 1732 | loss: 0.0311587 | val_loss: 0.0311772 | Time: 6521.07 ms [2022-03-22 03:49:38 main:574] : INFO : Epoch 1733 | loss: 0.0311611 | val_loss: 0.0311737 | Time: 6532.93 ms [2022-03-22 03:49:44 main:574] : INFO : Epoch 1734 | loss: 0.0311626 | val_loss: 0.0311722 | Time: 6529.6 ms [2022-03-22 03:49:51 main:574] : INFO : Epoch 1735 | loss: 0.0311628 | val_loss: 0.0311732 | Time: 6536.53 ms [2022-03-22 03:49:57 main:574] : INFO : Epoch 1736 | loss: 0.0311582 | val_loss: 0.0311739 | Time: 6539.13 ms [2022-03-22 03:50:04 main:574] : INFO : Epoch 1737 | loss: 0.0311569 | val_loss: 0.031172 | Time: 6517.83 ms [2022-03-22 03:50:11 main:574] : INFO : Epoch 1738 | loss: 0.0311578 | val_loss: 0.0311727 | Time: 6628.4 ms [2022-03-22 03:50:17 main:574] : INFO : Epoch 1739 | loss: 0.0311596 | val_loss: 0.0311747 | Time: 6514.2 ms [2022-03-22 03:50:24 main:574] : INFO : Epoch 1740 | loss: 0.0311579 | val_loss: 0.0311791 | Time: 6548.15 ms [2022-03-22 03:50:30 main:574] : INFO : Epoch 1741 | loss: 0.0311581 | val_loss: 0.0311755 | Time: 6526.07 ms [2022-03-22 03:50:37 main:574] : INFO : Epoch 1742 | loss: 0.0311587 | val_loss: 0.0311683 | Time: 6514.94 ms [2022-03-22 03:50:43 main:574] : INFO : Epoch 1743 | loss: 0.0311585 | val_loss: 0.031168 | Time: 6540.57 ms [2022-03-22 03:50:50 main:574] : INFO : Epoch 1744 | loss: 0.0311528 | val_loss: 0.0311702 | Time: 6531.57 ms [2022-03-22 03:50:56 main:574] : INFO : Epoch 1745 | loss: 0.0311525 | val_loss: 0.0311664 | Time: 6543.94 ms [2022-03-22 03:51:03 main:574] : INFO : Epoch 1746 | loss: 0.0311516 | val_loss: 0.0311666 | Time: 6539.08 ms [2022-03-22 03:51:09 main:574] : INFO : Epoch 1747 | loss: 0.0311518 | val_loss: 0.0311682 | Time: 6523.55 ms [2022-03-22 03:51:16 main:574] : INFO : Epoch 1748 | loss: 0.031152 | val_loss: 0.0311665 | Time: 6550.81 ms [2022-03-22 03:51:22 main:574] : INFO : Epoch 1749 | loss: 0.0311522 | val_loss: 0.0311682 | Time: 6519.5 ms [2022-03-22 03:51:29 main:574] : INFO : Epoch 1750 | loss: 0.0311522 | val_loss: 0.0311655 | Time: 6548.05 ms [2022-03-22 03:51:36 main:574] : INFO : Epoch 1751 | loss: 0.0311511 | val_loss: 0.0311681 | Time: 6539.26 ms [2022-03-22 03:51:42 main:574] : INFO : Epoch 1752 | loss: 0.0311495 | val_loss: 0.0311662 | Time: 6501.29 ms [2022-03-22 03:51:49 main:574] : INFO : Epoch 1753 | loss: 0.0311513 | val_loss: 0.031164 | Time: 6523.48 ms [2022-03-22 03:51:55 main:574] : INFO : Epoch 1754 | loss: 0.0311535 | val_loss: 0.0311664 | Time: 6550.16 ms [2022-03-22 03:52:02 main:574] : INFO : Epoch 1755 | loss: 0.0311505 | val_loss: 0.0311672 | Time: 6577.26 ms [2022-03-22 03:52:08 main:574] : INFO : Epoch 1756 | loss: 0.0311497 | val_loss: 0.0311656 | Time: 6529.13 ms [2022-03-22 03:52:15 main:574] : INFO : Epoch 1757 | loss: 0.0311496 | val_loss: 0.0311687 | Time: 6531.21 ms [2022-03-22 03:52:21 main:574] : INFO : Epoch 1758 | loss: 0.0311498 | val_loss: 0.0311654 | Time: 6544.81 ms [2022-03-22 03:52:28 main:574] : INFO : Epoch 1759 | loss: 0.0311492 | val_loss: 0.0311666 | Time: 6508.67 ms [2022-03-22 03:52:34 main:574] : INFO : Epoch 1760 | loss: 0.0311481 | val_loss: 0.0311678 | Time: 6531.89 ms [2022-03-22 03:52:41 main:574] : INFO : Epoch 1761 | loss: 0.0311494 | val_loss: 0.0311654 | Time: 6535.17 ms [2022-03-22 03:52:47 main:574] : INFO : Epoch 1762 | loss: 0.0311471 | val_loss: 0.0311662 | Time: 6521.33 ms [2022-03-22 03:52:54 main:574] : INFO : Epoch 1763 | loss: 0.0311467 | val_loss: 0.031167 | Time: 6551.53 ms [2022-03-22 03:53:01 main:574] : INFO : Epoch 1764 | loss: 0.0311468 | val_loss: 0.0311652 | Time: 6526.8 ms [2022-03-22 03:53:07 main:574] : INFO : Epoch 1765 | loss: 0.0311472 | val_loss: 0.0311666 | Time: 6521.62 ms [2022-03-22 03:53:14 main:574] : INFO : Epoch 1766 | loss: 0.0311495 | val_loss: 0.0311703 | Time: 6534.52 ms [2022-03-22 03:53:20 main:574] : INFO : Epoch 1767 | loss: 0.0311537 | val_loss: 0.031169 | Time: 6533.25 ms [2022-03-22 03:53:27 main:574] : INFO : Epoch 1768 | loss: 0.0311528 | val_loss: 0.031172 | Time: 6524.37 ms [2022-03-22 03:53:33 main:574] : INFO : Epoch 1769 | loss: 0.0311505 | val_loss: 0.0311701 | Time: 6525.43 ms [2022-03-22 03:53:40 main:574] : INFO : Epoch 1770 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 6544.73 ms [2022-03-22 03:53:46 main:574] : INFO : Epoch 1771 | loss: 0.0311475 | val_loss: 0.031168 | Time: 6556.4 ms [2022-03-22 03:53:53 main:574] : INFO : Epoch 1772 | loss: 0.0311494 | val_loss: 0.0311666 | Time: 6507.3 ms [2022-03-22 03:53:59 main:574] : INFO : Epoch 1773 | loss: 0.0311468 | val_loss: 0.0311727 | Time: 6534.45 ms [2022-03-22 03:54:06 main:574] : INFO : Epoch 1774 | loss: 0.0311524 | val_loss: 0.0311687 | Time: 6550.19 ms [2022-03-22 03:54:12 main:574] : INFO : Epoch 1775 | loss: 0.0311513 | val_loss: 0.031167 | Time: 6521.76 ms [2022-03-22 03:54:19 main:574] : INFO : Epoch 1776 | loss: 0.0311494 | val_loss: 0.0311662 | Time: 6528.43 ms [2022-03-22 03:54:26 main:574] : INFO : Epoch 1777 | loss: 0.0311494 | val_loss: 0.0311665 | Time: 6530.7 ms [2022-03-22 03:54:32 main:574] : INFO : Epoch 1778 | loss: 0.0311484 | val_loss: 0.0311696 | Time: 6547.13 ms [2022-03-22 03:54:39 main:574] : INFO : Epoch 1779 | loss: 0.031148 | val_loss: 0.0311664 | Time: 6531.68 ms [2022-03-22 03:54:45 main:574] : INFO : Epoch 1780 | loss: 0.0311471 | val_loss: 0.0311665 | Time: 6527.7 ms [2022-03-22 03:54:52 main:574] : INFO : Epoch 1781 | loss: 0.0311476 | val_loss: 0.0311715 | Time: 6522.68 ms [2022-03-22 03:54:58 main:574] : INFO : Epoch 1782 | loss: 0.0311454 | val_loss: 0.0311659 | Time: 6530.56 ms [2022-03-22 03:55:05 main:574] : INFO : Epoch 1783 | loss: 0.0311442 | val_loss: 0.0311665 | Time: 6564.48 ms [2022-03-22 03:55:11 main:574] : INFO : Epoch 1784 | loss: 0.031152 | val_loss: 0.0311741 | Time: 6534.53 ms [2022-03-22 03:55:18 main:574] : INFO : Epoch 1785 | loss: 0.0311567 | val_loss: 0.0311809 | Time: 6510.31 ms [2022-03-22 03:55:24 main:574] : INFO : Epoch 1786 | loss: 0.0311544 | val_loss: 0.0311734 | Time: 6528.63 ms [2022-03-22 03:55:31 main:574] : INFO : Epoch 1787 | loss: 0.0311881 | val_loss: 0.0311919 | Time: 6558.03 ms [2022-03-22 03:55:37 main:574] : INFO : Epoch 1788 | loss: 0.0311953 | val_loss: 0.0311873 | Time: 6530.1 ms [2022-03-22 03:55:44 main:574] : INFO : Epoch 1789 | loss: 0.0311894 | val_loss: 0.0311828 | Time: 6524.17 ms [2022-03-22 03:55:51 main:574] : INFO : Epoch 1790 | loss: 0.0311858 | val_loss: 0.031184 | Time: 6556.01 ms [2022-03-22 03:55:57 main:574] : INFO : Epoch 1791 | loss: 0.0311833 | val_loss: 0.0311795 | Time: 6542.37 ms [2022-03-22 03:56:04 main:574] : INFO : Epoch 1792 | loss: 0.0311816 | val_loss: 0.0311813 | Time: 6513.27 ms [2022-03-22 03:56:10 main:574] : INFO : Epoch 1793 | loss: 0.0311796 | val_loss: 0.0311792 | Time: 6536.88 ms [2022-03-22 03:56:17 main:574] : INFO : Epoch 1794 | loss: 0.0311816 | val_loss: 0.0311786 | Time: 6542.96 ms [2022-03-22 03:56:23 main:574] : INFO : Epoch 1795 | loss: 0.0311775 | val_loss: 0.0311785 | Time: 6507.83 ms [2022-03-22 03:56:30 main:574] : INFO : Epoch 1796 | loss: 0.0311768 | val_loss: 0.0311814 | Time: 6532.04 ms [2022-03-22 03:56:36 main:574] : INFO : Epoch 1797 | loss: 0.0311767 | val_loss: 0.0311798 | Time: 6526.01 ms [2022-03-22 03:56:43 main:574] : INFO : Epoch 1798 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 6534.42 ms [2022-03-22 03:56:49 main:574] : INFO : Epoch 1799 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 6520.79 ms [2022-03-22 03:56:56 main:574] : INFO : Epoch 1800 | loss: 0.0311722 | val_loss: 0.0311773 | Time: 6529.85 ms [2022-03-22 03:57:02 main:574] : INFO : Epoch 1801 | loss: 0.031171 | val_loss: 0.031178 | Time: 6527.72 ms [2022-03-22 03:57:09 main:574] : INFO : Epoch 1802 | loss: 0.0311712 | val_loss: 0.0311765 | Time: 6514.94 ms [2022-03-22 03:57:15 main:574] : INFO : Epoch 1803 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 6543.33 ms [2022-03-22 03:57:22 main:574] : INFO : Epoch 1804 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 6529.75 ms [2022-03-22 03:57:29 main:574] : INFO : Epoch 1805 | loss: 0.0311696 | val_loss: 0.0311793 | Time: 6518.97 ms [2022-03-22 03:57:35 main:574] : INFO : Epoch 1806 | loss: 0.0311703 | val_loss: 0.0311774 | Time: 6545.47 ms [2022-03-22 03:57:42 main:574] : INFO : Epoch 1807 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 6540.08 ms [2022-03-22 03:57:48 main:574] : INFO : Epoch 1808 | loss: 0.0311726 | val_loss: 0.0311886 | Time: 6516.9 ms [2022-03-22 03:57:55 main:574] : INFO : Epoch 1809 | loss: 0.0311724 | val_loss: 0.031179 | Time: 6514.01 ms [2022-03-22 03:58:01 main:574] : INFO : Epoch 1810 | loss: 0.0311679 | val_loss: 0.0311833 | Time: 6538.34 ms [2022-03-22 03:58:08 main:574] : INFO : Epoch 1811 | loss: 0.0311678 | val_loss: 0.0311774 | Time: 6527.04 ms [2022-03-22 03:58:14 main:574] : INFO : Epoch 1812 | loss: 0.0311685 | val_loss: 0.0311779 | Time: 6523.47 ms [2022-03-22 03:58:21 main:574] : INFO : Epoch 1813 | loss: 0.0311696 | val_loss: 0.0311802 | Time: 6542.45 ms [2022-03-22 03:58:27 main:574] : INFO : Epoch 1814 | loss: 0.0311689 | val_loss: 0.0311824 | Time: 6556.22 ms [2022-03-22 03:58:34 main:574] : INFO : Epoch 1815 | loss: 0.0311691 | val_loss: 0.0311802 | Time: 6517.54 ms [2022-03-22 03:58:40 main:574] : INFO : Epoch 1816 | loss: 0.0311677 | val_loss: 0.0311791 | Time: 6527.04 ms [2022-03-22 03:58:47 main:574] : INFO : Epoch 1817 | loss: 0.0311658 | val_loss: 0.0311803 | Time: 6536.36 ms [2022-03-22 03:58:54 main:574] : INFO : Epoch 1818 | loss: 0.031167 | val_loss: 0.0311802 | Time: 6524.81 ms [2022-03-22 03:59:00 main:574] : INFO : Epoch 1819 | loss: 0.0311656 | val_loss: 0.0311794 | Time: 6584.04 ms [2022-03-22 03:59:07 main:574] : INFO : Epoch 1820 | loss: 0.0311655 | val_loss: 0.0311779 | Time: 6547.23 ms [2022-03-22 03:59:13 main:574] : INFO : Epoch 1821 | loss: 0.0311637 | val_loss: 0.0311782 | Time: 6514.72 ms [2022-03-22 03:59:20 main:574] : INFO : Epoch 1822 | loss: 0.0311632 | val_loss: 0.0311801 | Time: 6526.81 ms [2022-03-22 03:59:26 main:574] : INFO : Epoch 1823 | loss: 0.0311645 | val_loss: 0.0311894 | Time: 6525.43 ms [2022-03-22 03:59:33 main:574] : INFO : Epoch 1824 | loss: 0.0311727 | val_loss: 0.0311784 | Time: 6541.9 ms [2022-03-22 03:59:39 main:574] : INFO : Epoch 1825 | loss: 0.0311638 | val_loss: 0.0311795 | Time: 6511.48 ms [2022-03-22 03:59:46 main:574] : INFO : Epoch 1826 | loss: 0.0311631 | val_loss: 0.0311846 | Time: 6551.92 ms [2022-03-22 03:59:52 main:574] : INFO : Epoch 1827 | loss: 0.0311639 | val_loss: 0.0311776 | Time: 6534.64 ms [2022-03-22 03:59:59 main:574] : INFO : Epoch 1828 | loss: 0.0311626 | val_loss: 0.0311813 | Time: 6538.87 ms [2022-03-22 04:00:05 main:574] : INFO : Epoch 1829 | loss: 0.0311627 | val_loss: 0.0311809 | Time: 6524.37 ms [2022-03-22 04:00:12 main:574] : INFO : Epoch 1830 | loss: 0.0311623 | val_loss: 0.0311799 | Time: 6540.22 ms [2022-03-22 04:00:19 main:574] : INFO : Epoch 1831 | loss: 0.0311641 | val_loss: 0.0311813 | Time: 6532.23 ms [2022-03-22 04:00:25 main:574] : INFO : Epoch 1832 | loss: 0.0311625 | val_loss: 0.0311809 | Time: 6520.4 ms [2022-03-22 04:00:32 main:574] : INFO : Epoch 1833 | loss: 0.0311599 | val_loss: 0.0311798 | Time: 6526.29 ms [2022-03-22 04:00:38 main:574] : INFO : Epoch 1834 | loss: 0.0311609 | val_loss: 0.0311832 | Time: 6549.69 ms [2022-03-22 04:00:45 main:574] : INFO : Epoch 1835 | loss: 0.03116 | val_loss: 0.0311807 | Time: 6513.92 ms [2022-03-22 04:00:51 main:574] : INFO : Epoch 1836 | loss: 0.0311582 | val_loss: 0.0311817 | Time: 6529.12 ms [2022-03-22 04:00:58 main:574] : INFO : Epoch 1837 | loss: 0.0311584 | val_loss: 0.0311838 | Time: 6534.2 ms [2022-03-22 04:01:04 main:574] : INFO : Epoch 1838 | loss: 0.0311594 | val_loss: 0.0311813 | Time: 6532.13 ms [2022-03-22 04:01:11 main:574] : INFO : Epoch 1839 | loss: 0.0311607 | val_loss: 0.031183 | Time: 6526.09 ms [2022-03-22 04:01:17 main:574] : INFO : Epoch 1840 | loss: 0.0311597 | val_loss: 0.0311796 | Time: 6562.66 ms [2022-03-22 04:01:24 main:574] : INFO : Epoch 1841 | loss: 0.0311572 | val_loss: 0.0311842 | Time: 6536.12 ms [2022-03-22 04:01:30 main:574] : INFO : Epoch 1842 | loss: 0.0311583 | val_loss: 0.0311783 | Time: 6568.82 ms [2022-03-22 04:01:37 main:574] : INFO : Epoch 1843 | loss: 0.0311565 | val_loss: 0.0311828 | Time: 6538.28 ms [2022-03-22 04:01:44 main:574] : INFO : Epoch 1844 | loss: 0.031158 | val_loss: 0.0311845 | Time: 6523.47 ms [2022-03-22 04:01:50 main:574] : INFO : Epoch 1845 | loss: 0.031157 | val_loss: 0.0311802 | Time: 6511.59 ms [2022-03-22 04:01:57 main:574] : INFO : Epoch 1846 | loss: 0.031158 | val_loss: 0.0311847 | Time: 6531.15 ms [2022-03-22 04:02:03 main:574] : INFO : Epoch 1847 | loss: 0.0311573 | val_loss: 0.0311805 | Time: 6543.08 ms [2022-03-22 04:02:10 main:574] : INFO : Epoch 1848 | loss: 0.0311569 | val_loss: 0.0311808 | Time: 6524.43 ms [2022-03-22 04:02:16 main:574] : INFO : Epoch 1849 | loss: 0.0311566 | val_loss: 0.0311872 | Time: 6525.33 ms [2022-03-22 04:02:23 main:574] : INFO : Epoch 1850 | loss: 0.0311584 | val_loss: 0.031183 | Time: 6812.15 ms [2022-03-22 04:02:30 main:574] : INFO : Epoch 1851 | loss: 0.0311549 | val_loss: 0.0311782 | Time: 6523.93 ms [2022-03-22 04:02:36 main:574] : INFO : Epoch 1852 | loss: 0.0311543 | val_loss: 0.031179 | Time: 6528.95 ms [2022-03-22 04:02:43 main:574] : INFO : Epoch 1853 | loss: 0.0311564 | val_loss: 0.0311791 | Time: 6548.64 ms [2022-03-22 04:02:49 main:574] : INFO : Epoch 1854 | loss: 0.0311537 | val_loss: 0.0311872 | Time: 6529.95 ms [2022-03-22 04:02:56 main:574] : INFO : Epoch 1855 | loss: 0.0311539 | val_loss: 0.0311816 | Time: 6532.81 ms [2022-03-22 04:03:02 main:574] : INFO : Epoch 1856 | loss: 0.0311535 | val_loss: 0.0311871 | Time: 6622.38 ms [2022-03-22 04:03:09 main:574] : INFO : Epoch 1857 | loss: 0.0311536 | val_loss: 0.0311825 | Time: 6533.08 ms [2022-03-22 04:03:15 main:574] : INFO : Epoch 1858 | loss: 0.031153 | val_loss: 0.0311912 | Time: 6535.83 ms [2022-03-22 04:03:22 main:574] : INFO : Epoch 1859 | loss: 0.0311561 | val_loss: 0.0311848 | Time: 6554.11 ms [2022-03-22 04:03:29 main:574] : INFO : Epoch 1860 | loss: 0.0311563 | val_loss: 0.0311868 | Time: 6530.09 ms [2022-03-22 04:03:35 main:574] : INFO : Epoch 1861 | loss: 0.0311574 | val_loss: 0.0311805 | Time: 6503.38 ms [2022-03-22 04:03:42 main:574] : INFO : Epoch 1862 | loss: 0.0311571 | val_loss: 0.0311805 | Time: 6566.24 ms [2022-03-22 04:03:48 main:574] : INFO : Epoch 1863 | loss: 0.0311549 | val_loss: 0.0311786 | Time: 6561.17 ms [2022-03-22 04:03:55 main:574] : INFO : Epoch 1864 | loss: 0.0311543 | val_loss: 0.0311824 | Time: 6507.08 ms [2022-03-22 04:04:01 main:574] : INFO : Epoch 1865 | loss: 0.0311575 | val_loss: 0.0311825 | Time: 6550.04 ms [2022-03-22 04:04:08 main:574] : INFO : Epoch 1866 | loss: 0.0311571 | val_loss: 0.0311829 | Time: 6536.4 ms [2022-03-22 04:04:14 main:574] : INFO : Epoch 1867 | loss: 0.0311577 | val_loss: 0.0311864 | Time: 6522.97 ms [2022-03-22 04:04:21 main:574] : INFO : Epoch 1868 | loss: 0.0311535 | val_loss: 0.031186 | Time: 6519.33 ms [2022-03-22 04:04:27 main:574] : INFO : Epoch 1869 | loss: 0.0311525 | val_loss: 0.0311808 | Time: 6527.86 ms [2022-03-22 04:04:34 main:574] : INFO : Epoch 1870 | loss: 0.0311534 | val_loss: 0.0311845 | Time: 6541.12 ms [2022-03-22 04:04:40 main:574] : INFO : Epoch 1871 | loss: 0.0311548 | val_loss: 0.0311862 | Time: 6512.74 ms [2022-03-22 04:04:47 main:574] : INFO : Epoch 1872 | loss: 0.0311551 | val_loss: 0.0311804 | Time: 6538.92 ms [2022-03-22 04:04:54 main:574] : INFO : Epoch 1873 | loss: 0.0311531 | val_loss: 0.0311856 | Time: 6539.26 ms [2022-03-22 04:05:00 main:574] : INFO : Epoch 1874 | loss: 0.0311515 | val_loss: 0.0311785 | Time: 6514.2 ms [2022-03-22 04:05:07 main:574] : INFO : Epoch 1875 | loss: 0.0311513 | val_loss: 0.0311847 | Time: 6540.47 ms [2022-03-22 04:05:13 main:574] : INFO : Epoch 1876 | loss: 0.0311504 | val_loss: 0.0311868 | Time: 6540.86 ms [2022-03-22 04:05:20 main:574] : INFO : Epoch 1877 | loss: 0.0311508 | val_loss: 0.0311833 | Time: 6541.24 ms [2022-03-22 04:05:26 main:574] : INFO : Epoch 1878 | loss: 0.0311509 | val_loss: 0.0311878 | Time: 6525.39 ms [2022-03-22 04:05:33 main:574] : INFO : Epoch 1879 | loss: 0.0311513 | val_loss: 0.0311834 | Time: 6527.33 ms [2022-03-22 04:05:39 main:574] : INFO : Epoch 1880 | loss: 0.0311492 | val_loss: 0.0311839 | Time: 6561.89 ms [2022-03-22 04:05:46 main:574] : INFO : Epoch 1881 | loss: 0.0311506 | val_loss: 0.0311877 | Time: 6517.94 ms [2022-03-22 04:05:52 main:574] : INFO : Epoch 1882 | loss: 0.0311507 | val_loss: 0.0311814 | Time: 6538.02 ms [2022-03-22 04:05:59 main:574] : INFO : Epoch 1883 | loss: 0.0311493 | val_loss: 0.0311842 | Time: 6534.46 ms [2022-03-22 04:06:05 main:574] : INFO : Epoch 1884 | loss: 0.0311516 | val_loss: 0.0311861 | Time: 6510.65 ms [2022-03-22 04:06:12 main:574] : INFO : Epoch 1885 | loss: 0.0311538 | val_loss: 0.0311789 | Time: 6524.7 ms [2022-03-22 04:06:19 main:574] : INFO : Epoch 1886 | loss: 0.0311503 | val_loss: 0.031185 | Time: 6539.3 ms [2022-03-22 04:06:25 main:574] : INFO : Epoch 1887 | loss: 0.0311504 | val_loss: 0.0311832 | Time: 6517.94 ms [2022-03-22 04:06:32 main:574] : INFO : Epoch 1888 | loss: 0.0311481 | val_loss: 0.031186 | Time: 6524.45 ms [2022-03-22 04:06:38 main:574] : INFO : Epoch 1889 | loss: 0.0311526 | val_loss: 0.0311807 | Time: 6532.54 ms [2022-03-22 04:06:45 main:574] : INFO : Epoch 1890 | loss: 0.0311527 | val_loss: 0.0311769 | Time: 6559.43 ms [2022-03-22 04:06:51 main:574] : INFO : Epoch 1891 | loss: 0.0311539 | val_loss: 0.0311788 | Time: 6520.54 ms [2022-03-22 04:06:58 main:574] : INFO : Epoch 1892 | loss: 0.0311523 | val_loss: 0.0311774 | Time: 6534.97 ms [2022-03-22 04:07:04 main:574] : INFO : Epoch 1893 | loss: 0.0311525 | val_loss: 0.0311825 | Time: 6532.97 ms [2022-03-22 04:07:11 main:574] : INFO : Epoch 1894 | loss: 0.03115 | val_loss: 0.0311765 | Time: 6511.15 ms [2022-03-22 04:07:17 main:574] : INFO : Epoch 1895 | loss: 0.0311544 | val_loss: 0.0311779 | Time: 6539.73 ms [2022-03-22 04:07:24 main:574] : INFO : Epoch 1896 | loss: 0.0311552 | val_loss: 0.0311807 | Time: 6527.08 ms [2022-03-22 04:07:30 main:574] : INFO : Epoch 1897 | loss: 0.0311517 | val_loss: 0.0311783 | Time: 6523.33 ms [2022-03-22 04:07:37 main:574] : INFO : Epoch 1898 | loss: 0.0311524 | val_loss: 0.0311794 | Time: 6530.51 ms [2022-03-22 04:07:43 main:574] : INFO : Epoch 1899 | loss: 0.0311524 | val_loss: 0.0311781 | Time: 6540.32 ms [2022-03-22 04:07:50 main:574] : INFO : Epoch 1900 | loss: 0.0311496 | val_loss: 0.0311798 | Time: 6533.2 ms [2022-03-22 04:07:56 main:574] : INFO : Epoch 1901 | loss: 0.0311483 | val_loss: 0.0311756 | Time: 6493.57 ms [2022-03-22 04:08:03 main:574] : INFO : Epoch 1902 | loss: 0.0311493 | val_loss: 0.0311818 | Time: 6539.55 ms [2022-03-22 04:08:10 main:574] : INFO : Epoch 1903 | loss: 0.0311487 | val_loss: 0.0311781 | Time: 6542.44 ms [2022-03-22 04:08:16 main:574] : INFO : Epoch 1904 | loss: 0.0311502 | val_loss: 0.0311912 | Time: 6504.53 ms [2022-03-22 04:08:23 main:574] : INFO : Epoch 1905 | loss: 0.0311503 | val_loss: 0.0311815 | Time: 6527.87 ms [2022-03-22 04:08:29 main:574] : INFO : Epoch 1906 | loss: 0.0311473 | val_loss: 0.0311779 | Time: 6543.71 ms [2022-03-22 04:08:36 main:574] : INFO : Epoch 1907 | loss: 0.0311492 | val_loss: 0.0311794 | Time: 6528.9 ms [2022-03-22 04:08:42 main:574] : INFO : Epoch 1908 | loss: 0.0311614 | val_loss: 0.0311776 | Time: 6520.62 ms [2022-03-22 04:08:49 main:574] : INFO : Epoch 1909 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 6530.16 ms [2022-03-22 04:08:55 main:574] : INFO : Epoch 1910 | loss: 0.0311613 | val_loss: 0.0311786 | Time: 6536.8 ms [2022-03-22 04:09:02 main:574] : INFO : Epoch 1911 | loss: 0.0311582 | val_loss: 0.0311771 | Time: 6541.09 ms [2022-03-22 04:09:08 main:574] : INFO : Epoch 1912 | loss: 0.0311541 | val_loss: 0.0311811 | Time: 6524.55 ms [2022-03-22 04:09:15 main:574] : INFO : Epoch 1913 | loss: 0.0311542 | val_loss: 0.0311762 | Time: 6521.23 ms [2022-03-22 04:09:21 main:574] : INFO : Epoch 1914 | loss: 0.0311541 | val_loss: 0.031181 | Time: 6515.97 ms [2022-03-22 04:09:28 main:574] : INFO : Epoch 1915 | loss: 0.0311546 | val_loss: 0.0311779 | Time: 6531.23 ms [2022-03-22 04:09:35 main:574] : INFO : Epoch 1916 | loss: 0.0311523 | val_loss: 0.0311906 | Time: 6527.11 ms [2022-03-22 04:09:41 main:574] : INFO : Epoch 1917 | loss: 0.0311549 | val_loss: 0.031178 | Time: 6539.09 ms [2022-03-22 04:09:48 main:574] : INFO : Epoch 1918 | loss: 0.0311543 | val_loss: 0.0311837 | Time: 6548.82 ms [2022-03-22 04:09:54 main:574] : INFO : Epoch 1919 | loss: 0.0311507 | val_loss: 0.0311763 | Time: 6530.73 ms [2022-03-22 04:10:01 main:574] : INFO : Epoch 1920 | loss: 0.0311487 | val_loss: 0.0311855 | Time: 6547.2 ms [2022-03-22 04:10:07 main:574] : INFO : Epoch 1921 | loss: 0.0311481 | val_loss: 0.0311775 | Time: 6522.43 ms [2022-03-22 04:10:14 main:574] : INFO : Epoch 1922 | loss: 0.0311539 | val_loss: 0.0311805 | Time: 6533.59 ms [2022-03-22 04:10:20 main:574] : INFO : Epoch 1923 | loss: 0.0311552 | val_loss: 0.0311779 | Time: 6529.41 ms [2022-03-22 04:10:27 main:574] : INFO : Epoch 1924 | loss: 0.031155 | val_loss: 0.0311787 | Time: 6505.14 ms [2022-03-22 04:10:33 main:574] : INFO : Epoch 1925 | loss: 0.0311524 | val_loss: 0.0311723 | Time: 6528.45 ms [2022-03-22 04:10:40 main:574] : INFO : Epoch 1926 | loss: 0.0311497 | val_loss: 0.031175 | Time: 6544.51 ms [2022-03-22 04:10:47 main:574] : INFO : Epoch 1927 | loss: 0.0311495 | val_loss: 0.0311807 | Time: 6531.95 ms [2022-03-22 04:10:53 main:574] : INFO : Epoch 1928 | loss: 0.0311515 | val_loss: 0.0311781 | Time: 6542.36 ms [2022-03-22 04:11:00 main:574] : INFO : Epoch 1929 | loss: 0.0311499 | val_loss: 0.031179 | Time: 6529.31 ms [2022-03-22 04:11:06 main:574] : INFO : Epoch 1930 | loss: 0.03115 | val_loss: 0.0311795 | Time: 6530.55 ms [2022-03-22 04:11:13 main:574] : INFO : Epoch 1931 | loss: 0.0311496 | val_loss: 0.0311801 | Time: 6529.61 ms [2022-03-22 04:11:19 main:574] : INFO : Epoch 1932 | loss: 0.0311505 | val_loss: 0.0311751 | Time: 6531.09 ms [2022-03-22 04:11:26 main:574] : INFO : Epoch 1933 | loss: 0.0311481 | val_loss: 0.0311757 | Time: 6525.95 ms [2022-03-22 04:11:32 main:574] : INFO : Epoch 1934 | loss: 0.0311486 | val_loss: 0.0311792 | Time: 6519.7 ms [2022-03-22 04:11:39 main:574] : INFO : Epoch 1935 | loss: 0.0311475 | val_loss: 0.0311775 | Time: 6609.83 ms [2022-03-22 04:11:45 main:574] : INFO : Epoch 1936 | loss: 0.0311493 | val_loss: 0.0311891 | Time: 6527.99 ms [2022-03-22 04:11:52 main:574] : INFO : Epoch 1937 | loss: 0.0311505 | val_loss: 0.0311793 | Time: 6515.61 ms [2022-03-22 04:11:58 main:574] : INFO : Epoch 1938 | loss: 0.0311511 | val_loss: 0.0311755 | Time: 6537.04 ms [2022-03-22 04:12:05 main:574] : INFO : Epoch 1939 | loss: 0.03115 | val_loss: 0.0311765 | Time: 6544.18 ms [2022-03-22 04:12:12 main:574] : INFO : Epoch 1940 | loss: 0.0311487 | val_loss: 0.0311731 | Time: 6526.06 ms [2022-03-22 04:12:18 main:574] : INFO : Epoch 1941 | loss: 0.0311486 | val_loss: 0.0311804 | Time: 6515.83 ms [2022-03-22 04:12:25 main:574] : INFO : Epoch 1942 | loss: 0.0311488 | val_loss: 0.0311784 | Time: 6537.83 ms [2022-03-22 04:12:31 main:574] : INFO : Epoch 1943 | loss: 0.0311569 | val_loss: 0.0311734 | Time: 6527.44 ms [2022-03-22 04:12:38 main:574] : INFO : Epoch 1944 | loss: 0.0311602 | val_loss: 0.0311728 | Time: 6517.52 ms [2022-03-22 04:12:44 main:574] : INFO : Epoch 1945 | loss: 0.0311566 | val_loss: 0.0311706 | Time: 6550.37 ms [2022-03-22 04:12:51 main:574] : INFO : Epoch 1946 | loss: 0.0311569 | val_loss: 0.0311675 | Time: 6542.71 ms [2022-03-22 04:12:57 main:574] : INFO : Epoch 1947 | loss: 0.03116 | val_loss: 0.0311694 | Time: 6529.71 ms [2022-03-22 04:13:04 main:574] : INFO : Epoch 1948 | loss: 0.0311585 | val_loss: 0.0311679 | Time: 6535.52 ms [2022-03-22 04:13:10 main:574] : INFO : Epoch 1949 | loss: 0.0311571 | val_loss: 0.0311679 | Time: 6546.45 ms [2022-03-22 04:13:17 main:574] : INFO : Epoch 1950 | loss: 0.0311549 | val_loss: 0.0311691 | Time: 6535.9 ms [2022-03-22 04:13:23 main:574] : INFO : Epoch 1951 | loss: 0.0311576 | val_loss: 0.0311752 | Time: 6534.1 ms [2022-03-22 04:13:30 main:574] : INFO : Epoch 1952 | loss: 0.0311575 | val_loss: 0.0311712 | Time: 6526.01 ms [2022-03-22 04:13:37 main:574] : INFO : Epoch 1953 | loss: 0.0311551 | val_loss: 0.0311705 | Time: 6521.34 ms [2022-03-22 04:13:43 main:574] : INFO : Epoch 1954 | loss: 0.0311547 | val_loss: 0.031176 | Time: 6535.45 ms [2022-03-22 04:13:50 main:574] : INFO : Epoch 1955 | loss: 0.0311535 | val_loss: 0.0311698 | Time: 6537.54 ms [2022-03-22 04:13:56 main:574] : INFO : Epoch 1956 | loss: 0.0311518 | val_loss: 0.03117 | Time: 6525.88 ms [2022-03-22 04:14:03 main:574] : INFO : Epoch 1957 | loss: 0.0311514 | val_loss: 0.0311711 | Time: 6527.89 ms [2022-03-22 04:14:09 main:574] : INFO : Epoch 1958 | loss: 0.0311481 | val_loss: 0.0311723 | Time: 6536.52 ms [2022-03-22 04:14:16 main:574] : INFO : Epoch 1959 | loss: 0.0311484 | val_loss: 0.0311738 | Time: 6541.05 ms [2022-03-22 04:14:22 main:574] : INFO : Epoch 1960 | loss: 0.0311494 | val_loss: 0.0311709 | Time: 6528.07 ms [2022-03-22 04:14:29 main:574] : INFO : Epoch 1961 | loss: 0.0311488 | val_loss: 0.0311723 | Time: 6528.87 ms [2022-03-22 04:14:35 main:574] : INFO : Epoch 1962 | loss: 0.031148 | val_loss: 0.0311777 | Time: 6545.65 ms [2022-03-22 04:14:42 main:574] : INFO : Epoch 1963 | loss: 0.0311496 | val_loss: 0.0311719 | Time: 6547.75 ms [2022-03-22 04:14:48 main:574] : INFO : Epoch 1964 | loss: 0.0311465 | val_loss: 0.0311748 | Time: 6517.03 ms [2022-03-22 04:14:55 main:574] : INFO : Epoch 1965 | loss: 0.0311476 | val_loss: 0.031181 | Time: 6538.81 ms [2022-03-22 04:15:02 main:574] : INFO : Epoch 1966 | loss: 0.0311491 | val_loss: 0.0311754 | Time: 6586.83 ms [2022-03-22 04:15:08 main:574] : INFO : Epoch 1967 | loss: 0.0311465 | val_loss: 0.0311817 | Time: 6523.24 ms [2022-03-22 04:15:15 main:574] : INFO : Epoch 1968 | loss: 0.0311469 | val_loss: 0.0311746 | Time: 6538.18 ms [2022-03-22 04:15:21 main:574] : INFO : Epoch 1969 | loss: 0.031146 | val_loss: 0.0311737 | Time: 6533.33 ms [2022-03-22 04:15:28 main:574] : INFO : Epoch 1970 | loss: 0.0311489 | val_loss: 0.0311766 | Time: 6520.54 ms [2022-03-22 04:15:34 main:574] : INFO : Epoch 1971 | loss: 0.031147 | val_loss: 0.0311758 | Time: 6523.29 ms [2022-03-22 04:15:41 main:574] : INFO : Epoch 1972 | loss: 0.0311503 | val_loss: 0.0311786 | Time: 6536.36 ms [2022-03-22 04:15:47 main:574] : INFO : Epoch 1973 | loss: 0.0311467 | val_loss: 0.0311727 | Time: 6512.18 ms [2022-03-22 04:15:54 main:574] : INFO : Epoch 1974 | loss: 0.0311475 | val_loss: 0.0311729 | Time: 6526.27 ms [2022-03-22 04:16:00 main:574] : INFO : Epoch 1975 | loss: 0.0311504 | val_loss: 0.0311732 | Time: 6531.1 ms [2022-03-22 04:16:07 main:574] : INFO : Epoch 1976 | loss: 0.0311469 | val_loss: 0.0311743 | Time: 6536.33 ms [2022-03-22 04:16:13 main:574] : INFO : Epoch 1977 | loss: 0.0311448 | val_loss: 0.0311758 | Time: 6510.77 ms [2022-03-22 04:16:20 main:574] : INFO : Epoch 1978 | loss: 0.0311427 | val_loss: 0.0311757 | Time: 6541.16 ms [2022-03-22 04:16:26 main:574] : INFO : Epoch 1979 | loss: 0.0311422 | val_loss: 0.0311725 | Time: 6527.31 ms [2022-03-22 04:16:33 main:574] : INFO : Epoch 1980 | loss: 0.0311436 | val_loss: 0.0311731 | Time: 6517.51 ms [2022-03-22 04:16:40 main:574] : INFO : Epoch 1981 | loss: 0.03114 | val_loss: 0.0311761 | Time: 6518.39 ms [2022-03-22 04:16:46 main:574] : INFO : Epoch 1982 | loss: 0.0311403 | val_loss: 0.0311777 | Time: 6543.17 ms [2022-03-22 04:16:53 main:574] : INFO : Epoch 1983 | loss: 0.0311382 | val_loss: 0.0311769 | Time: 6529.31 ms [2022-03-22 04:16:59 main:574] : INFO : Epoch 1984 | loss: 0.0311385 | val_loss: 0.0311772 | Time: 6518.07 ms [2022-03-22 04:17:06 main:574] : INFO : Epoch 1985 | loss: 0.0311399 | val_loss: 0.0311736 | Time: 6541.56 ms [2022-03-22 04:17:12 main:574] : INFO : Epoch 1986 | loss: 0.0311404 | val_loss: 0.0311785 | Time: 6541.85 ms [2022-03-22 04:17:19 main:574] : INFO : Epoch 1987 | loss: 0.0311405 | val_loss: 0.0311744 | Time: 6519.08 ms [2022-03-22 04:17:25 main:574] : INFO : Epoch 1988 | loss: 0.0311386 | val_loss: 0.0311785 | Time: 6524.88 ms [2022-03-22 04:17:32 main:574] : INFO : Epoch 1989 | loss: 0.0311392 | val_loss: 0.0311742 | Time: 6531.2 ms [2022-03-22 04:17:38 main:574] : INFO : Epoch 1990 | loss: 0.0311379 | val_loss: 0.0311785 | Time: 6526.75 ms [2022-03-22 04:17:45 main:574] : INFO : Epoch 1991 | loss: 0.0311379 | val_loss: 0.0311764 | Time: 6533.28 ms [2022-03-22 04:17:51 main:574] : INFO : Epoch 1992 | loss: 0.0311376 | val_loss: 0.031178 | Time: 6532.8 ms [2022-03-22 04:17:58 main:574] : INFO : Epoch 1993 | loss: 0.0311383 | val_loss: 0.0311809 | Time: 6518.31 ms [2022-03-22 04:18:04 main:574] : INFO : Epoch 1994 | loss: 0.03114 | val_loss: 0.0311774 | Time: 6530.74 ms [2022-03-22 04:18:11 main:574] : INFO : Epoch 1995 | loss: 0.0311387 | val_loss: 0.03118 | Time: 6553.19 ms [2022-03-22 04:18:18 main:574] : INFO : Epoch 1996 | loss: 0.0311372 | val_loss: 0.0311796 | Time: 6525.47 ms [2022-03-22 04:18:24 main:574] : INFO : Epoch 1997 | loss: 0.0311357 | val_loss: 0.0311785 | Time: 6531.6 ms [2022-03-22 04:18:31 main:574] : INFO : Epoch 1998 | loss: 0.0311355 | val_loss: 0.0311795 | Time: 6526.61 ms [2022-03-22 04:18:37 main:574] : INFO : Epoch 1999 | loss: 0.0311367 | val_loss: 0.0311805 | Time: 6537.71 ms [2022-03-22 04:18:44 main:574] : INFO : Epoch 2000 | loss: 0.0311358 | val_loss: 0.0311805 | Time: 6499.15 ms [2022-03-22 04:18:50 main:574] : INFO : Epoch 2001 | loss: 0.0311354 | val_loss: 0.0311753 | Time: 6526.84 ms [2022-03-22 04:18:57 main:574] : INFO : Epoch 2002 | loss: 0.0311375 | val_loss: 0.0311787 | Time: 6544.57 ms [2022-03-22 04:19:03 main:574] : INFO : Epoch 2003 | loss: 0.0311418 | val_loss: 0.0311809 | Time: 6524.78 ms [2022-03-22 04:19:10 main:574] : INFO : Epoch 2004 | loss: 0.031144 | val_loss: 0.0311754 | Time: 6520.93 ms [2022-03-22 04:19:16 main:574] : INFO : Epoch 2005 | loss: 0.0311485 | val_loss: 0.0311743 | Time: 6536.27 ms [2022-03-22 04:19:23 main:574] : INFO : Epoch 2006 | loss: 0.0311457 | val_loss: 0.0311774 | Time: 6533.12 ms [2022-03-22 04:19:29 main:574] : INFO : Epoch 2007 | loss: 0.0311448 | val_loss: 0.031176 | Time: 6523.22 ms [2022-03-22 04:19:36 main:574] : INFO : Epoch 2008 | loss: 0.031147 | val_loss: 0.031176 | Time: 6530.55 ms [2022-03-22 04:19:42 main:574] : INFO : Epoch 2009 | loss: 0.0311469 | val_loss: 0.0311855 | Time: 6526.15 ms [2022-03-22 04:19:49 main:574] : INFO : Epoch 2010 | loss: 0.0311431 | val_loss: 0.0311771 | Time: 6527.81 ms [2022-03-22 04:19:56 main:574] : INFO : Epoch 2011 | loss: 0.0311402 | val_loss: 0.0311779 | Time: 6530.88 ms [2022-03-22 04:20:02 main:574] : INFO : Epoch 2012 | loss: 0.0311398 | val_loss: 0.0311763 | Time: 6532.17 ms [2022-03-22 04:20:09 main:574] : INFO : Epoch 2013 | loss: 0.0311381 | val_loss: 0.0311753 | Time: 6522.11 ms [2022-03-22 04:20:15 main:574] : INFO : Epoch 2014 | loss: 0.03114 | val_loss: 0.0311804 | Time: 6547.08 ms [2022-03-22 04:20:22 main:574] : INFO : Epoch 2015 | loss: 0.0311405 | val_loss: 0.0311762 | Time: 6540.1 ms [2022-03-22 04:20:28 main:574] : INFO : Epoch 2016 | loss: 0.0311389 | val_loss: 0.031174 | Time: 6517.53 ms [2022-03-22 04:20:35 main:574] : INFO : Epoch 2017 | loss: 0.0311373 | val_loss: 0.031184 | Time: 6513.92 ms [2022-03-22 04:20:41 main:574] : INFO : Epoch 2018 | loss: 0.0311404 | val_loss: 0.031177 | Time: 6547.1 ms [2022-03-22 04:20:48 main:574] : INFO : Epoch 2019 | loss: 0.0311437 | val_loss: 0.0311875 | Time: 6533.55 ms [2022-03-22 04:20:54 main:574] : INFO : Epoch 2020 | loss: 0.0311352 | val_loss: 0.0311818 | Time: 6512.4 ms [2022-03-22 04:21:01 main:574] : INFO : Epoch 2021 | loss: 0.0311342 | val_loss: 0.0311821 | Time: 6531.1 ms [2022-03-22 04:21:07 main:574] : INFO : Epoch 2022 | loss: 0.0311369 | val_loss: 0.0311766 | Time: 6531.14 ms [2022-03-22 04:21:14 main:574] : INFO : Epoch 2023 | loss: 0.0311365 | val_loss: 0.0311815 | Time: 6527.26 ms [2022-03-22 04:21:20 main:574] : INFO : Epoch 2024 | loss: 0.0311373 | val_loss: 0.0311828 | Time: 6526.47 ms [2022-03-22 04:21:27 main:574] : INFO : Epoch 2025 | loss: 0.0311372 | val_loss: 0.0311834 | Time: 6519.86 ms [2022-03-22 04:21:34 main:574] : INFO : Epoch 2026 | loss: 0.0311385 | val_loss: 0.0311787 | Time: 6533.57 ms [2022-03-22 04:21:40 main:574] : INFO : Epoch 2027 | loss: 0.0311367 | val_loss: 0.0311857 | Time: 6526.65 ms [2022-03-22 04:21:47 main:574] : INFO : Epoch 2028 | loss: 0.0311361 | val_loss: 0.0311792 | Time: 6527.3 ms [2022-03-22 04:21:53 main:574] : INFO : Epoch 2029 | loss: 0.031136 | val_loss: 0.0311794 | Time: 6531.21 ms [2022-03-22 04:22:00 main:574] : INFO : Epoch 2030 | loss: 0.0311349 | val_loss: 0.0311814 | Time: 6548.85 ms [2022-03-22 04:22:06 main:574] : INFO : Epoch 2031 | loss: 0.0311359 | val_loss: 0.0311813 | Time: 6544.76 ms [2022-03-22 04:22:13 main:574] : INFO : Epoch 2032 | loss: 0.0311397 | val_loss: 0.0311823 | Time: 6526.75 ms [2022-03-22 04:22:19 main:574] : INFO : Epoch 2033 | loss: 0.0311437 | val_loss: 0.0311756 | Time: 6512.98 ms [2022-03-22 04:22:26 main:574] : INFO : Epoch 2034 | loss: 0.031144 | val_loss: 0.0311776 | Time: 6549.17 ms [2022-03-22 04:22:32 main:574] : INFO : Epoch 2035 | loss: 0.0311394 | val_loss: 0.0311823 | Time: 6532.12 ms [2022-03-22 04:22:39 main:574] : INFO : Epoch 2036 | loss: 0.031138 | val_loss: 0.0311795 | Time: 6520.18 ms [2022-03-22 04:22:45 main:574] : INFO : Epoch 2037 | loss: 0.031141 | val_loss: 0.0311763 | Time: 6519.71 ms [2022-03-22 04:22:52 main:574] : INFO : Epoch 2038 | loss: 0.0311426 | val_loss: 0.0311825 | Time: 6566.38 ms [2022-03-22 04:22:59 main:574] : INFO : Epoch 2039 | loss: 0.0311404 | val_loss: 0.0311802 | Time: 6532.22 ms [2022-03-22 04:23:05 main:574] : INFO : Epoch 2040 | loss: 0.0311423 | val_loss: 0.0311864 | Time: 6520.96 ms [2022-03-22 04:23:12 main:574] : INFO : Epoch 2041 | loss: 0.031142 | val_loss: 0.03118 | Time: 6520.08 ms [2022-03-22 04:23:18 main:574] : INFO : Epoch 2042 | loss: 0.0311409 | val_loss: 0.0311776 | Time: 6537.33 ms [2022-03-22 04:23:25 main:574] : INFO : Epoch 2043 | loss: 0.0311445 | val_loss: 0.0311733 | Time: 6527.82 ms [2022-03-22 04:23:31 main:574] : INFO : Epoch 2044 | loss: 0.0311476 | val_loss: 0.0311751 | Time: 6535.44 ms [2022-03-22 04:23:38 main:574] : INFO : Epoch 2045 | loss: 0.0311434 | val_loss: 0.0311785 | Time: 6528.05 ms [2022-03-22 04:23:44 main:574] : INFO : Epoch 2046 | loss: 0.0311438 | val_loss: 0.0311776 | Time: 6525.74 ms [2022-03-22 04:23:51 main:574] : INFO : Epoch 2047 | loss: 0.0311411 | val_loss: 0.0311802 | Time: 6522.31 ms [2022-03-22 04:23:57 main:574] : INFO : Epoch 2048 | loss: 0.0311463 | val_loss: 0.0311758 | Time: 6525.62 ms [2022-03-22 04:23:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311758 [2022-03-22 04:23:57 main:603] : INFO : Saving end state to config to file [2022-03-22 04:23:57 main:608] : INFO : Success, exiting.. 04:23:57 (3528): 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)