Task 13516193
| Name | ParityModified-1647040317-6846-0_1 |
| Workunit | 10084731 |
| Created | 21 Mar 2022, 20:09:33 UTC |
| Sent | 21 Mar 2022, 22:03:35 UTC |
| Report deadline | 29 Mar 2022, 22:03:35 UTC |
| Received | 22 Mar 2022, 21:18:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16717 |
| Run time | 2 hours 30 min 13 sec |
| CPU time | 2 hours 21 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> O : Epoch 1542 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 15009.6 ms [2022-03-22 19:35:45 main:574] : INFO : Epoch 1543 | loss: 0.0311543 | val_loss: 0.0311655 | Time: 4860.14 ms [2022-03-22 19:36:00 main:574] : INFO : Epoch 1544 | loss: 0.0311522 | val_loss: 0.0311633 | Time: 15126.5 ms [2022-03-22 19:36:05 main:574] : INFO : Epoch 1545 | loss: 0.0311524 | val_loss: 0.0311636 | Time: 5018.07 ms [2022-03-22 19:36:10 main:574] : INFO : Epoch 1546 | loss: 0.0311511 | val_loss: 0.0311615 | Time: 4796.58 ms [2022-03-22 19:36:15 main:574] : INFO : Epoch 1547 | loss: 0.0311516 | val_loss: 0.0311628 | Time: 4996.03 ms [2022-03-22 19:36:20 main:574] : INFO : Epoch 1548 | loss: 0.0311515 | val_loss: 0.0311709 | Time: 4867.02 ms [2022-03-22 19:36:25 main:574] : INFO : Epoch 1549 | loss: 0.0311527 | val_loss: 0.0311619 | Time: 4956.08 ms [2022-03-22 19:36:29 main:574] : INFO : Epoch 1550 | loss: 0.0311527 | val_loss: 0.0311626 | Time: 4864.36 ms [2022-03-22 19:36:34 main:574] : INFO : Epoch 1551 | loss: 0.0311569 | val_loss: 0.0311629 | Time: 5009.7 ms [2022-03-22 19:36:39 main:574] : INFO : Epoch 1552 | loss: 0.0311582 | val_loss: 0.0311617 | Time: 4930.86 ms [2022-03-22 19:36:44 main:574] : INFO : Epoch 1553 | loss: 0.0311607 | val_loss: 0.0311614 | Time: 4785.72 ms [2022-03-22 19:36:49 main:574] : INFO : Epoch 1554 | loss: 0.0311569 | val_loss: 0.0311612 | Time: 4969.51 ms [2022-03-22 19:36:54 main:574] : INFO : Epoch 1555 | loss: 0.031158 | val_loss: 0.0311623 | Time: 4805.94 ms [2022-03-22 19:36:59 main:574] : INFO : Epoch 1556 | loss: 0.0311541 | val_loss: 0.03116 | Time: 4954.54 ms [2022-03-22 19:37:04 main:574] : INFO : Epoch 1557 | loss: 0.0311517 | val_loss: 0.0311611 | Time: 4982.04 ms [2022-03-22 19:37:09 main:574] : INFO : Epoch 1558 | loss: 0.0311508 | val_loss: 0.0311595 | Time: 4999.01 ms [2022-03-22 19:37:24 main:574] : INFO : Epoch 1559 | loss: 0.0311512 | val_loss: 0.0311591 | Time: 14922.5 ms [2022-03-22 19:37:29 main:574] : INFO : Epoch 1560 | loss: 0.0311494 | val_loss: 0.0311591 | Time: 4831.2 ms [2022-03-22 19:37:34 main:574] : INFO : Epoch 1561 | loss: 0.0311502 | val_loss: 0.0311627 | Time: 4939.4 ms [2022-03-22 19:37:39 main:574] : INFO : Epoch 1562 | loss: 0.0311506 | val_loss: 0.0311611 | Time: 4890.08 ms [2022-03-22 19:37:43 main:574] : INFO : Epoch 1563 | loss: 0.0311527 | val_loss: 0.0311603 | Time: 4875.19 ms [2022-03-22 19:37:48 main:574] : INFO : Epoch 1564 | loss: 0.0311512 | val_loss: 0.0311584 | Time: 4761.25 ms [2022-03-22 19:37:53 main:574] : INFO : Epoch 1565 | loss: 0.0311479 | val_loss: 0.0311596 | Time: 4912.51 ms [2022-03-22 19:37:58 main:574] : INFO : Epoch 1566 | loss: 0.0311484 | val_loss: 0.0311613 | Time: 4993.88 ms [2022-03-22 19:38:03 main:574] : INFO : Epoch 1567 | loss: 0.0311499 | val_loss: 0.031163 | Time: 4827.18 ms [2022-03-22 19:38:08 main:574] : INFO : Epoch 1568 | loss: 0.0311476 | val_loss: 0.0311617 | Time: 4978 ms [2022-03-22 19:38:13 main:574] : INFO : Epoch 1569 | loss: 0.0311487 | val_loss: 0.0311597 | Time: 4843.72 ms [2022-03-22 19:38:18 main:574] : INFO : Epoch 1570 | loss: 0.0311493 | val_loss: 0.0311694 | Time: 4972.72 ms [2022-03-22 19:38:23 main:574] : INFO : Epoch 1571 | loss: 0.0311486 | val_loss: 0.0311668 | Time: 4798.68 ms [2022-03-22 19:38:28 main:574] : INFO : Epoch 1572 | loss: 0.0311475 | val_loss: 0.0311617 | Time: 4988.13 ms [2022-03-22 19:38:33 main:574] : INFO : Epoch 1573 | loss: 0.0311493 | val_loss: 0.0311664 | Time: 4989.64 ms [2022-03-22 19:38:37 main:574] : INFO : Epoch 1574 | loss: 0.0311472 | val_loss: 0.0311629 | Time: 4787.95 ms [2022-03-22 19:38:42 main:574] : INFO : Epoch 1575 | loss: 0.0311465 | val_loss: 0.0311601 | Time: 4851.29 ms [2022-03-22 19:38:47 main:574] : INFO : Epoch 1576 | loss: 0.0311483 | val_loss: 0.0311602 | Time: 4854.4 ms [2022-03-22 19:38:52 main:574] : INFO : Epoch 1577 | loss: 0.0311487 | val_loss: 0.0311616 | Time: 4994.5 ms [2022-03-22 19:38:57 main:574] : INFO : Epoch 1578 | loss: 0.0311466 | val_loss: 0.0311598 | Time: 4773.35 ms [2022-03-22 19:39:02 main:574] : INFO : Epoch 1579 | loss: 0.0311459 | val_loss: 0.0311605 | Time: 5019.35 ms [2022-03-22 19:39:07 main:574] : INFO : Epoch 1580 | loss: 0.0311479 | val_loss: 0.0311604 | Time: 4936.11 ms [2022-03-22 19:39:12 main:574] : INFO : Epoch 1581 | loss: 0.0311476 | val_loss: 0.0311589 | Time: 4718.93 ms [2022-03-22 19:39:17 main:574] : INFO : Epoch 1582 | loss: 0.0311476 | val_loss: 0.0311599 | Time: 4984.64 ms [2022-03-22 19:39:22 main:574] : INFO : Epoch 1583 | loss: 0.0311448 | val_loss: 0.0311589 | Time: 4841.73 ms [2022-03-22 19:39:26 main:574] : INFO : Epoch 1584 | loss: 0.031143 | val_loss: 0.0311634 | Time: 4922.88 ms [2022-03-22 19:39:31 main:574] : INFO : Epoch 1585 | loss: 0.0311459 | val_loss: 0.0311633 | Time: 4751.17 ms [2022-03-22 19:39:36 main:574] : INFO : Epoch 1586 | loss: 0.0311482 | val_loss: 0.031162 | Time: 4990.95 ms [2022-03-22 19:39:41 main:574] : INFO : Epoch 1587 | loss: 0.0311432 | val_loss: 0.0311604 | Time: 4949.91 ms [2022-03-22 19:39:46 main:574] : INFO : Epoch 1588 | loss: 0.0311464 | val_loss: 0.0311588 | Time: 4842.79 ms [2022-03-22 19:39:51 main:574] : INFO : Epoch 1589 | loss: 0.0311448 | val_loss: 0.0311634 | Time: 4941.6 ms [2022-03-22 19:39:56 main:574] : INFO : Epoch 1590 | loss: 0.0311439 | val_loss: 0.031173 | Time: 4858.92 ms [2022-03-22 19:40:01 main:574] : INFO : Epoch 1591 | loss: 0.0311456 | val_loss: 0.0311673 | Time: 4917.51 ms [2022-03-22 19:40:06 main:574] : INFO : Epoch 1592 | loss: 0.031151 | val_loss: 0.0311622 | Time: 4792.71 ms [2022-03-22 19:40:11 main:574] : INFO : Epoch 1593 | loss: 0.0311475 | val_loss: 0.0311619 | Time: 5102.12 ms [2022-03-22 19:40:26 main:574] : INFO : Epoch 1594 | loss: 0.0311495 | val_loss: 0.0311605 | Time: 15218.6 ms [2022-03-22 19:40:31 main:574] : INFO : Epoch 1595 | loss: 0.0311535 | val_loss: 0.0311643 | Time: 4780.45 ms [2022-03-22 19:40:36 main:574] : INFO : Epoch 1596 | loss: 0.03115 | val_loss: 0.0311585 | Time: 4941.16 ms [2022-03-22 19:40:41 main:574] : INFO : Epoch 1597 | loss: 0.0311472 | val_loss: 0.0311629 | Time: 4826.53 ms [2022-03-22 19:40:46 main:574] : INFO : Epoch 1598 | loss: 0.0311457 | val_loss: 0.0311579 | Time: 4982.97 ms [2022-03-22 19:40:51 main:574] : INFO : Epoch 1599 | loss: 0.0311463 | val_loss: 0.0311579 | Time: 4882.58 ms [2022-03-22 19:40:56 main:574] : INFO : Epoch 1600 | loss: 0.0311449 | val_loss: 0.0311562 | Time: 5060.21 ms [2022-03-22 19:41:01 main:574] : INFO : Epoch 1601 | loss: 0.031144 | val_loss: 0.0311691 | Time: 4977.22 ms [2022-03-22 19:41:05 main:574] : INFO : Epoch 1602 | loss: 0.0311468 | val_loss: 0.0311616 | Time: 4877 ms [2022-03-22 19:41:11 main:574] : INFO : Epoch 1603 | loss: 0.031142 | val_loss: 0.0311565 | Time: 5056.34 ms [2022-03-22 19:41:15 main:574] : INFO : Epoch 1604 | loss: 0.0311425 | val_loss: 0.0311565 | Time: 4851.35 ms [2022-03-22 19:41:20 main:574] : INFO : Epoch 1605 | loss: 0.0311423 | val_loss: 0.0311599 | Time: 4968.58 ms [2022-03-22 19:41:26 main:574] : INFO : Epoch 1606 | loss: 0.0311408 | val_loss: 0.0311578 | Time: 5145.9 ms [2022-03-22 19:41:30 main:574] : INFO : Epoch 1607 | loss: 0.0311443 | val_loss: 0.0311619 | Time: 4839.57 ms [2022-03-22 19:41:35 main:574] : INFO : Epoch 1608 | loss: 0.031143 | val_loss: 0.0311655 | Time: 4912.61 ms [2022-03-22 19:41:40 main:574] : INFO : Epoch 1609 | loss: 0.0311426 | val_loss: 0.0311572 | Time: 4861.02 ms [2022-03-22 19:41:45 main:574] : INFO : Epoch 1610 | loss: 0.0311409 | val_loss: 0.0311584 | Time: 5006.58 ms [2022-03-22 19:41:50 main:574] : INFO : Epoch 1611 | loss: 0.0311392 | val_loss: 0.031161 | Time: 4791.51 ms [2022-03-22 19:41:55 main:574] : INFO : Epoch 1612 | loss: 0.031141 | val_loss: 0.0311572 | Time: 4981.7 ms [2022-03-22 19:42:00 main:574] : INFO : Epoch 1613 | loss: 0.0311391 | val_loss: 0.0311669 | Time: 4973.79 ms [2022-03-22 19:42:05 main:574] : INFO : Epoch 1614 | loss: 0.0311417 | val_loss: 0.0311598 | Time: 4898.67 ms [2022-03-22 19:42:10 main:574] : INFO : Epoch 1615 | loss: 0.0311419 | val_loss: 0.0311601 | Time: 5058.74 ms [2022-03-22 19:42:15 main:574] : INFO : Epoch 1616 | loss: 0.031145 | val_loss: 0.0311962 | Time: 4840.41 ms [2022-03-22 19:42:20 main:574] : INFO : Epoch 1617 | loss: 0.0311516 | val_loss: 0.0311729 | Time: 4988.17 ms [2022-03-22 19:42:25 main:574] : INFO : Epoch 1618 | loss: 0.0311521 | val_loss: 0.0311607 | Time: 4863.97 ms [2022-03-22 19:42:30 main:574] : INFO : Epoch 1619 | loss: 0.0311464 | val_loss: 0.0311699 | Time: 4904.84 ms [2022-03-22 19:42:35 main:574] : INFO : Epoch 1620 | loss: 0.0311459 | val_loss: 0.0311677 | Time: 5015.33 ms [2022-03-22 19:42:39 main:574] : INFO : Epoch 1621 | loss: 0.0311481 | val_loss: 0.0311647 | Time: 4828.4 ms [2022-03-22 19:42:44 main:574] : INFO : Epoch 1622 | loss: 0.0311444 | val_loss: 0.0311623 | Time: 4894.09 ms [2022-03-22 19:42:49 main:574] : INFO : Epoch 1623 | loss: 0.0311393 | val_loss: 0.0311601 | Time: 4812.66 ms [2022-03-22 19:42:54 main:574] : INFO : Epoch 1624 | loss: 0.0311383 | val_loss: 0.0311598 | Time: 5007.24 ms [2022-03-22 19:42:59 main:574] : INFO : Epoch 1625 | loss: 0.0311391 | val_loss: 0.0311579 | Time: 4741.1 ms [2022-03-22 19:43:04 main:574] : INFO : Epoch 1626 | loss: 0.0311414 | val_loss: 0.0311689 | Time: 4897.22 ms [2022-03-22 19:43:09 main:574] : INFO : Epoch 1627 | loss: 0.0311398 | val_loss: 0.0311561 | Time: 4974.65 ms [2022-03-22 19:43:14 main:574] : INFO : Epoch 1628 | loss: 0.0311434 | val_loss: 0.0311562 | Time: 4886.96 ms [2022-03-22 19:43:19 main:574] : INFO : Epoch 1629 | loss: 0.031141 | val_loss: 0.031156 | Time: 4939.62 ms [2022-03-22 19:43:24 main:574] : INFO : Epoch 1630 | loss: 0.0311372 | val_loss: 0.0311586 | Time: 4903.58 ms [2022-03-22 19:43:29 main:574] : INFO : Epoch 1631 | loss: 0.0311377 | val_loss: 0.0311622 | Time: 5015.45 ms [2022-03-22 19:43:34 main:574] : INFO : Epoch 1632 | loss: 0.0311374 | val_loss: 0.0311602 | Time: 4757.02 ms [2022-03-22 19:43:39 main:574] : INFO : Epoch 1633 | loss: 0.0311371 | val_loss: 0.0311642 | Time: 4957.49 ms [2022-03-22 19:43:44 main:574] : INFO : Epoch 1634 | loss: 0.0311381 | val_loss: 0.0311609 | Time: 5045.28 ms [2022-03-22 19:43:48 main:574] : INFO : Epoch 1635 | loss: 0.0311363 | val_loss: 0.0311586 | Time: 4857.14 ms [2022-03-22 19:43:53 main:574] : INFO : Epoch 1636 | loss: 0.0311384 | val_loss: 0.0311612 | Time: 4994.93 ms [2022-03-22 19:43:58 main:574] : INFO : Epoch 1637 | loss: 0.0311349 | val_loss: 0.0311605 | Time: 4896.93 ms [2022-03-22 19:44:03 main:574] : INFO : Epoch 1638 | loss: 0.0311374 | val_loss: 0.031158 | Time: 4952.6 ms [2022-03-22 19:44:08 main:574] : INFO : Epoch 1639 | loss: 0.0311343 | val_loss: 0.0311575 | Time: 4810.57 ms [2022-03-22 19:44:13 main:574] : INFO : Epoch 1640 | loss: 0.0311336 | val_loss: 0.0311587 | Time: 5001.54 ms [2022-03-22 19:44:18 main:574] : INFO : Epoch 1641 | loss: 0.0311339 | val_loss: 0.0311586 | Time: 5044.66 ms [2022-03-22 19:44:23 main:574] : INFO : Epoch 1642 | loss: 0.0311354 | val_loss: 0.031167 | Time: 4868.69 ms [2022-03-22 19:44:28 main:574] : INFO : Epoch 1643 | loss: 0.0311425 | val_loss: 0.0311667 | Time: 4973.35 ms [2022-03-22 19:44:33 main:574] : INFO : Epoch 1644 | loss: 0.0311408 | val_loss: 0.03116 | Time: 4889.29 ms [2022-03-22 19:44:38 main:574] : INFO : Epoch 1645 | loss: 0.0311363 | val_loss: 0.0311628 | Time: 4885.43 ms [2022-03-22 19:44:43 main:574] : INFO : Epoch 1646 | loss: 0.0311359 | val_loss: 0.0311594 | Time: 4854.19 ms [2022-03-22 19:44:48 main:574] : INFO : Epoch 1647 | loss: 0.0311351 | val_loss: 0.0311616 | Time: 4996.85 ms [2022-03-22 19:44:53 main:574] : INFO : Epoch 1648 | loss: 0.0311355 | val_loss: 0.031166 | Time: 4963.06 ms [2022-03-22 19:44:58 main:574] : INFO : Epoch 1649 | loss: 0.0311352 | val_loss: 0.0311579 | Time: 4778.42 ms [2022-03-22 19:45:03 main:574] : INFO : Epoch 1650 | loss: 0.0311383 | val_loss: 0.0311595 | Time: 5061.47 ms [2022-03-22 19:45:07 main:574] : INFO : Epoch 1651 | loss: 0.0311483 | val_loss: 0.0311595 | Time: 4802.19 ms [2022-03-22 19:45:12 main:574] : INFO : Epoch 1652 | loss: 0.0311413 | val_loss: 0.0311633 | Time: 4980.09 ms [2022-03-22 19:45:17 main:574] : INFO : Epoch 1653 | loss: 0.0311388 | val_loss: 0.0311644 | Time: 4790.38 ms [2022-03-22 19:45:22 main:574] : INFO : Epoch 1654 | loss: 0.0311386 | val_loss: 0.0311653 | Time: 4996.92 ms [2022-03-22 19:45:27 main:574] : INFO : Epoch 1655 | loss: 0.0311362 | val_loss: 0.0311574 | Time: 4964.39 ms [2022-03-22 19:45:32 main:574] : INFO : Epoch 1656 | loss: 0.0311358 | val_loss: 0.0311672 | Time: 4711.28 ms [2022-03-22 19:45:37 main:574] : INFO : Epoch 1657 | loss: 0.031135 | val_loss: 0.0311635 | Time: 5027.4 ms [2022-03-22 19:45:42 main:574] : INFO : Epoch 1658 | loss: 0.0311357 | val_loss: 0.0311725 | Time: 4818.93 ms [2022-03-22 19:45:47 main:574] : INFO : Epoch 1659 | loss: 0.0311334 | val_loss: 0.0311565 | Time: 4948.14 ms [2022-03-22 19:45:52 main:574] : INFO : Epoch 1660 | loss: 0.0311333 | val_loss: 0.0311631 | Time: 4848.87 ms [2022-03-22 19:45:57 main:574] : INFO : Epoch 1661 | loss: 0.0311318 | val_loss: 0.0311655 | Time: 4949.77 ms [2022-03-22 19:46:02 main:574] : INFO : Epoch 1662 | loss: 0.0311354 | val_loss: 0.0311594 | Time: 5016.24 ms [2022-03-22 19:46:06 main:574] : INFO : Epoch 1663 | loss: 0.0311354 | val_loss: 0.0311604 | Time: 4857.24 ms [2022-03-22 19:46:11 main:574] : INFO : Epoch 1664 | loss: 0.0311317 | val_loss: 0.0311608 | Time: 4420.06 ms [2022-03-22 19:46:15 main:574] : INFO : Epoch 1665 | loss: 0.0311334 | val_loss: 0.0311616 | Time: 3958.98 ms [2022-03-22 19:46:19 main:574] : INFO : Epoch 1666 | loss: 0.0311322 | val_loss: 0.0311579 | Time: 3913.67 ms [2022-03-22 19:46:23 main:574] : INFO : Epoch 1667 | loss: 0.0311319 | val_loss: 0.0311607 | Time: 3959.76 ms [2022-03-22 19:46:27 main:574] : INFO : Epoch 1668 | loss: 0.0311296 | val_loss: 0.0311586 | Time: 3969.53 ms [2022-03-22 19:46:31 main:574] : INFO : Epoch 1669 | loss: 0.0311315 | val_loss: 0.0311645 | Time: 3874.26 ms [2022-03-22 19:46:35 main:574] : INFO : Epoch 1670 | loss: 0.0311341 | val_loss: 0.0311697 | Time: 3887.88 ms [2022-03-22 19:46:39 main:574] : INFO : Epoch 1671 | loss: 0.0311355 | val_loss: 0.0311627 | Time: 3922.62 ms [2022-03-22 19:46:42 main:574] : INFO : Epoch 1672 | loss: 0.0311337 | val_loss: 0.03116 | Time: 3888.87 ms [2022-03-22 19:46:46 main:574] : INFO : Epoch 1673 | loss: 0.0311362 | val_loss: 0.0311719 | Time: 3927.74 ms [2022-03-22 19:46:50 main:574] : INFO : Epoch 1674 | loss: 0.0311336 | val_loss: 0.0311598 | Time: 3883.32 ms [2022-03-22 19:46:54 main:574] : INFO : Epoch 1675 | loss: 0.0311289 | val_loss: 0.0311603 | Time: 3895.15 ms [2022-03-22 19:46:58 main:574] : INFO : Epoch 1676 | loss: 0.0311297 | val_loss: 0.031165 | Time: 3880.27 ms [2022-03-22 19:47:02 main:574] : INFO : Epoch 1677 | loss: 0.0311337 | val_loss: 0.0311591 | Time: 3971.92 ms [2022-03-22 19:47:06 main:574] : INFO : Epoch 1678 | loss: 0.0311337 | val_loss: 0.0311647 | Time: 3917.36 ms [2022-03-22 19:47:10 main:574] : INFO : Epoch 1679 | loss: 0.0311319 | val_loss: 0.031158 | Time: 3903.24 ms [2022-03-22 19:47:14 main:574] : INFO : Epoch 1680 | loss: 0.0311322 | val_loss: 0.0311618 | Time: 3911.67 ms [2022-03-22 19:47:18 main:574] : INFO : Epoch 1681 | loss: 0.0311297 | val_loss: 0.0311612 | Time: 3939.33 ms [2022-03-22 19:47:22 main:574] : INFO : Epoch 1682 | loss: 0.0311302 | val_loss: 0.0311614 | Time: 3881.94 ms [2022-03-22 19:47:26 main:574] : INFO : Epoch 1683 | loss: 0.0311349 | val_loss: 0.0311592 | Time: 3935.75 ms [2022-03-22 19:47:30 main:574] : INFO : Epoch 1684 | loss: 0.0311321 | val_loss: 0.0311604 | Time: 3960.18 ms [2022-03-22 19:47:33 main:574] : INFO : Epoch 1685 | loss: 0.0311305 | val_loss: 0.0311617 | Time: 3908.08 ms [2022-03-22 19:47:37 main:574] : INFO : Epoch 1686 | loss: 0.0311298 | val_loss: 0.031161 | Time: 3908.21 ms [2022-03-22 19:47:41 main:574] : INFO : Epoch 1687 | loss: 0.0311311 | val_loss: 0.0311619 | Time: 3961.47 ms [2022-03-22 19:47:45 main:574] : INFO : Epoch 1688 | loss: 0.0311279 | val_loss: 0.0311633 | Time: 3930.84 ms [2022-03-22 19:47:49 main:574] : INFO : Epoch 1689 | loss: 0.0311287 | val_loss: 0.0311644 | Time: 3892.42 ms [2022-03-22 19:47:53 main:574] : INFO : Epoch 1690 | loss: 0.0311322 | val_loss: 0.0311645 | Time: 3885.26 ms [2022-03-22 19:47:57 main:574] : INFO : Epoch 1691 | loss: 0.0311326 | val_loss: 0.0311582 | Time: 3876.82 ms [2022-03-22 19:48:01 main:574] : INFO : Epoch 1692 | loss: 0.0311295 | val_loss: 0.0311599 | Time: 3943.03 ms [2022-03-22 19:48:05 main:574] : INFO : Epoch 1693 | loss: 0.0311301 | val_loss: 0.0311589 | Time: 3877.24 ms [2022-03-22 19:48:09 main:574] : INFO : Epoch 1694 | loss: 0.031129 | val_loss: 0.0311627 | Time: 3947.61 ms [2022-03-22 19:48:13 main:574] : INFO : Epoch 1695 | loss: 0.0311276 | val_loss: 0.0311592 | Time: 3950.9 ms [2022-03-22 19:48:17 main:574] : INFO : Epoch 1696 | loss: 0.0311301 | val_loss: 0.0311705 | Time: 3846.82 ms [2022-03-22 19:48:20 main:574] : INFO : Epoch 1697 | loss: 0.0311326 | val_loss: 0.0311652 | Time: 3883.74 ms [2022-03-22 19:48:25 main:574] : INFO : Epoch 1698 | loss: 0.031128 | val_loss: 0.0311583 | Time: 4730.88 ms [2022-03-22 19:48:30 main:574] : INFO : Epoch 1699 | loss: 0.0311329 | val_loss: 0.0311637 | Time: 4822.36 ms [2022-03-22 19:48:35 main:574] : INFO : Epoch 1700 | loss: 0.0311385 | val_loss: 0.0311625 | Time: 4983.82 ms [2022-03-22 19:48:40 main:574] : INFO : Epoch 1701 | loss: 0.0311332 | val_loss: 0.0311732 | Time: 4955.58 ms [2022-03-22 19:48:45 main:574] : INFO : Epoch 1702 | loss: 0.0311378 | val_loss: 0.0311648 | Time: 4862.49 ms [2022-03-22 19:48:50 main:574] : INFO : Epoch 1703 | loss: 0.0311295 | val_loss: 0.031161 | Time: 4973.59 ms [2022-03-22 19:48:55 main:574] : INFO : Epoch 1704 | loss: 0.0311318 | val_loss: 0.0311598 | Time: 4834.04 ms [2022-03-22 19:49:00 main:574] : INFO : Epoch 1705 | loss: 0.0311324 | val_loss: 0.0311595 | Time: 4959.95 ms [2022-03-22 19:49:05 main:574] : INFO : Epoch 1706 | loss: 0.0311334 | val_loss: 0.0311595 | Time: 4867.28 ms [2022-03-22 19:49:10 main:574] : INFO : Epoch 1707 | loss: 0.031134 | val_loss: 0.0311583 | Time: 5032.23 ms [2022-03-22 19:49:15 main:574] : INFO : Epoch 1708 | loss: 0.0311322 | val_loss: 0.0311581 | Time: 4949.92 ms [2022-03-22 19:49:19 main:574] : INFO : Epoch 1709 | loss: 0.0311291 | val_loss: 0.0311572 | Time: 4766.91 ms [2022-03-22 19:49:24 main:574] : INFO : Epoch 1710 | loss: 0.0311289 | val_loss: 0.0311579 | Time: 5027.63 ms [2022-03-22 19:49:29 main:574] : INFO : Epoch 1711 | loss: 0.0311265 | val_loss: 0.0311596 | Time: 4882.38 ms [2022-03-22 19:49:34 main:574] : INFO : Epoch 1712 | loss: 0.031128 | val_loss: 0.0311633 | Time: 4923.42 ms [2022-03-22 19:49:39 main:574] : INFO : Epoch 1713 | loss: 0.0311288 | val_loss: 0.0311615 | Time: 4819.41 ms [2022-03-22 19:49:44 main:574] : INFO : Epoch 1714 | loss: 0.0311252 | val_loss: 0.0311595 | Time: 4959.07 ms [2022-03-22 19:49:49 main:574] : INFO : Epoch 1715 | loss: 0.0311257 | val_loss: 0.0311602 | Time: 4888.63 ms [2022-03-22 19:49:54 main:574] : INFO : Epoch 1716 | loss: 0.0311263 | val_loss: 0.0311625 | Time: 4814.53 ms [2022-03-22 19:49:59 main:574] : INFO : Epoch 1717 | loss: 0.0311268 | val_loss: 0.0311632 | Time: 5070.35 ms [2022-03-22 19:50:04 main:574] : INFO : Epoch 1718 | loss: 0.0311271 | val_loss: 0.0311658 | Time: 4863.21 ms [2022-03-22 19:50:09 main:574] : INFO : Epoch 1719 | loss: 0.0311243 | val_loss: 0.0311623 | Time: 4914.81 ms [2022-03-22 19:50:14 main:574] : INFO : Epoch 1720 | loss: 0.0311258 | val_loss: 0.0311636 | Time: 4849.04 ms [2022-03-22 19:50:19 main:574] : INFO : Epoch 1721 | loss: 0.0311247 | val_loss: 0.0311601 | Time: 5181.89 ms [2022-03-22 19:50:24 main:574] : INFO : Epoch 1722 | loss: 0.0311254 | val_loss: 0.0311615 | Time: 5018.19 ms [2022-03-22 19:50:39 main:574] : INFO : Epoch 1723 | loss: 0.0311271 | val_loss: 0.0311714 | Time: 14969.3 ms [2022-03-22 19:50:44 main:574] : INFO : Epoch 1724 | loss: 0.0311247 | val_loss: 0.031163 | Time: 4920.72 ms [2022-03-22 19:50:48 main:574] : INFO : Epoch 1725 | loss: 0.0311247 | val_loss: 0.0311651 | Time: 4800.46 ms [2022-03-22 19:50:53 main:574] : INFO : Epoch 1726 | loss: 0.0311239 | val_loss: 0.0311626 | Time: 5000.24 ms [2022-03-22 19:50:58 main:574] : INFO : Epoch 1727 | loss: 0.0311272 | val_loss: 0.0311703 | Time: 4927.17 ms [2022-03-22 19:51:03 main:574] : INFO : Epoch 1728 | loss: 0.0311286 | val_loss: 0.0311579 | Time: 4816.84 ms [2022-03-22 19:51:08 main:574] : INFO : Epoch 1729 | loss: 0.0311268 | val_loss: 0.031165 | Time: 5040.17 ms [2022-03-22 19:51:13 main:574] : INFO : Epoch 1730 | loss: 0.0311267 | val_loss: 0.0311685 | Time: 4760.65 ms [2022-03-22 19:51:18 main:574] : INFO : Epoch 1731 | loss: 0.0311255 | val_loss: 0.0311625 | Time: 4940.75 ms [2022-03-22 19:51:23 main:574] : INFO : Epoch 1732 | loss: 0.0311277 | val_loss: 0.031166 | Time: 4808.64 ms [2022-03-22 19:51:28 main:574] : INFO : Epoch 1733 | loss: 0.0311241 | val_loss: 0.0311643 | Time: 4968.17 ms [2022-03-22 19:51:33 main:574] : INFO : Epoch 1734 | loss: 0.0311287 | val_loss: 0.0311612 | Time: 4975.69 ms [2022-03-22 19:51:38 main:574] : INFO : Epoch 1735 | loss: 0.0311333 | val_loss: 0.0311594 | Time: 4862.31 ms [2022-03-22 19:51:43 main:574] : INFO : Epoch 1736 | loss: 0.031126 | val_loss: 0.0311608 | Time: 4996.14 ms [2022-03-22 19:51:48 main:574] : INFO : Epoch 1737 | loss: 0.031125 | val_loss: 0.0311667 | Time: 4807.59 ms [2022-03-22 19:51:52 main:574] : INFO : Epoch 1738 | loss: 0.0311229 | val_loss: 0.0311613 | Time: 4946.95 ms [2022-03-22 19:51:57 main:574] : INFO : Epoch 1739 | loss: 0.0311233 | val_loss: 0.0311622 | Time: 4881.4 ms [2022-03-22 19:52:02 main:574] : INFO : Epoch 1740 | loss: 0.031126 | val_loss: 0.0311589 | Time: 5006.71 ms [2022-03-22 19:52:07 main:574] : INFO : Epoch 1741 | loss: 0.0311289 | val_loss: 0.0311614 | Time: 4960.49 ms [2022-03-22 19:52:12 main:574] : INFO : Epoch 1742 | loss: 0.0311218 | val_loss: 0.0311609 | Time: 4800.84 ms [2022-03-22 19:52:17 main:574] : INFO : Epoch 1743 | loss: 0.031122 | val_loss: 0.0311641 | Time: 4913.38 ms [2022-03-22 19:52:22 main:574] : INFO : Epoch 1744 | loss: 0.0311218 | val_loss: 0.0311651 | Time: 4909.21 ms [2022-03-22 19:52:27 main:574] : INFO : Epoch 1745 | loss: 0.0311229 | val_loss: 0.0311624 | Time: 4966.87 ms [2022-03-22 19:52:32 main:574] : INFO : Epoch 1746 | loss: 0.0311255 | val_loss: 0.0311611 | Time: 4846.18 ms [2022-03-22 19:52:37 main:574] : INFO : Epoch 1747 | loss: 0.0311253 | val_loss: 0.0311597 | Time: 4897.38 ms [2022-03-22 19:52:42 main:574] : INFO : Epoch 1748 | loss: 0.0311242 | val_loss: 0.0311601 | Time: 5019.37 ms [2022-03-22 19:52:47 main:574] : INFO : Epoch 1749 | loss: 0.0311207 | val_loss: 0.0311633 | Time: 4843.64 ms [2022-03-22 19:52:52 main:574] : INFO : Epoch 1750 | loss: 0.0311208 | val_loss: 0.0311604 | Time: 4919.86 ms [2022-03-22 19:52:57 main:574] : INFO : Epoch 1751 | loss: 0.0311218 | val_loss: 0.0311616 | Time: 4925.2 ms [2022-03-22 19:53:02 main:574] : INFO : Epoch 1752 | loss: 0.0311209 | val_loss: 0.0311641 | Time: 4978.35 ms [2022-03-22 19:53:06 main:574] : INFO : Epoch 1753 | loss: 0.0311236 | val_loss: 0.0311641 | Time: 4784.78 ms [2022-03-22 19:53:11 main:574] : INFO : Epoch 1754 | loss: 0.0311278 | val_loss: 0.0311594 | Time: 5003.34 ms [2022-03-22 19:53:16 main:574] : INFO : Epoch 1755 | loss: 0.0311222 | val_loss: 0.0311648 | Time: 5061.99 ms [2022-03-22 19:53:21 main:574] : INFO : Epoch 1756 | loss: 0.0311208 | val_loss: 0.0311626 | Time: 4883.21 ms [2022-03-22 19:53:26 main:574] : INFO : Epoch 1757 | loss: 0.0311208 | val_loss: 0.0311641 | Time: 4903.08 ms [2022-03-22 19:53:31 main:574] : INFO : Epoch 1758 | loss: 0.0311222 | val_loss: 0.031164 | Time: 4855.78 ms [2022-03-22 19:53:36 main:574] : INFO : Epoch 1759 | loss: 0.0311227 | val_loss: 0.0311654 | Time: 4988.49 ms [2022-03-22 19:53:41 main:574] : INFO : Epoch 1760 | loss: 0.0311224 | val_loss: 0.0311647 | Time: 4800.11 ms [2022-03-22 19:53:46 main:574] : INFO : Epoch 1761 | loss: 0.0311223 | val_loss: 0.0311622 | Time: 4968.7 ms [2022-03-22 19:53:51 main:574] : INFO : Epoch 1762 | loss: 0.031121 | val_loss: 0.0311638 | Time: 4978.94 ms [2022-03-22 19:53:56 main:574] : INFO : Epoch 1763 | loss: 0.0311225 | val_loss: 0.0311641 | Time: 4769.4 ms [2022-03-22 19:54:01 main:574] : INFO : Epoch 1764 | loss: 0.0311236 | val_loss: 0.0311648 | Time: 4975.95 ms [2022-03-22 19:54:06 main:574] : INFO : Epoch 1765 | loss: 0.0311225 | val_loss: 0.031162 | Time: 4856.84 ms [2022-03-22 19:54:21 main:574] : INFO : Epoch 1766 | loss: 0.0311229 | val_loss: 0.0311651 | Time: 15153 ms [2022-03-22 19:54:26 main:574] : INFO : Epoch 1767 | loss: 0.0311208 | val_loss: 0.0311639 | Time: 4898.12 ms [2022-03-22 19:54:31 main:574] : INFO : Epoch 1768 | loss: 0.0311233 | val_loss: 0.0311624 | Time: 4985.33 ms [2022-03-22 19:54:36 main:574] : INFO : Epoch 1769 | loss: 0.0311229 | val_loss: 0.0311649 | Time: 4992.92 ms [2022-03-22 19:54:40 main:574] : INFO : Epoch 1770 | loss: 0.0311226 | val_loss: 0.0311615 | Time: 4818.26 ms [2022-03-22 19:54:45 main:574] : INFO : Epoch 1771 | loss: 0.0311266 | val_loss: 0.0311618 | Time: 4864.69 ms [2022-03-22 19:54:50 main:574] : INFO : Epoch 1772 | loss: 0.0311255 | val_loss: 0.0311608 | Time: 4857.68 ms [2022-03-22 19:54:55 main:574] : INFO : Epoch 1773 | loss: 0.0311251 | val_loss: 0.0311643 | Time: 5026.45 ms [2022-03-22 19:55:00 main:574] : INFO : Epoch 1774 | loss: 0.0311363 | val_loss: 0.031174 | Time: 4851.22 ms [2022-03-22 19:55:05 main:574] : INFO : Epoch 1775 | loss: 0.0312018 | val_loss: 0.0312028 | Time: 4856.57 ms [2022-03-22 19:55:10 main:574] : INFO : Epoch 1776 | loss: 0.0312009 | val_loss: 0.0311884 | Time: 4978.91 ms [2022-03-22 19:55:15 main:574] : INFO : Epoch 1777 | loss: 0.0311875 | val_loss: 0.0311741 | Time: 5045.26 ms [2022-03-22 19:55:20 main:574] : INFO : Epoch 1778 | loss: 0.0311786 | val_loss: 0.0311704 | Time: 4877.4 ms [2022-03-22 19:55:35 main:574] : INFO : Epoch 1779 | loss: 0.0311722 | val_loss: 0.0311688 | Time: 14949.5 ms [2022-03-22 19:55:40 main:574] : INFO : Epoch 1780 | loss: 0.0311706 | val_loss: 0.0311653 | Time: 4965.88 ms [2022-03-22 19:55:45 main:574] : INFO : Epoch 1781 | loss: 0.0311647 | val_loss: 0.0311638 | Time: 4906.57 ms [2022-03-22 19:55:50 main:574] : INFO : Epoch 1782 | loss: 0.0311628 | val_loss: 0.0311618 | Time: 4893.16 ms [2022-03-22 19:55:55 main:574] : INFO : Epoch 1783 | loss: 0.0311606 | val_loss: 0.0311587 | Time: 5012.03 ms [2022-03-22 19:56:00 main:574] : INFO : Epoch 1784 | loss: 0.0311586 | val_loss: 0.0311587 | Time: 4816.84 ms [2022-03-22 19:56:05 main:574] : INFO : Epoch 1785 | loss: 0.0311567 | val_loss: 0.0311583 | Time: 4963.02 ms [2022-03-22 19:56:09 main:574] : INFO : Epoch 1786 | loss: 0.0311545 | val_loss: 0.031158 | Time: 4791.09 ms [2022-03-22 19:56:14 main:574] : INFO : Epoch 1787 | loss: 0.0311554 | val_loss: 0.0311638 | Time: 4975.99 ms [2022-03-22 19:56:19 main:574] : INFO : Epoch 1788 | loss: 0.0311547 | val_loss: 0.0311575 | Time: 4908.19 ms [2022-03-22 19:56:24 main:574] : INFO : Epoch 1789 | loss: 0.0311522 | val_loss: 0.0311552 | Time: 4858.61 ms [2022-03-22 19:56:29 main:574] : INFO : Epoch 1790 | loss: 0.0311496 | val_loss: 0.031155 | Time: 4957.36 ms [2022-03-22 19:56:34 main:574] : INFO : Epoch 1791 | loss: 0.0311495 | val_loss: 0.0311567 | Time: 4830.04 ms [2022-03-22 19:56:39 main:574] : INFO : Epoch 1792 | loss: 0.0311492 | val_loss: 0.0311592 | Time: 4943.31 ms [2022-03-22 19:56:44 main:574] : INFO : Epoch 1793 | loss: 0.0311532 | val_loss: 0.0311577 | Time: 4764.64 ms [2022-03-22 19:56:49 main:574] : INFO : Epoch 1794 | loss: 0.0311471 | val_loss: 0.0311593 | Time: 4949.83 ms [2022-03-22 19:56:54 main:574] : INFO : Epoch 1795 | loss: 0.0311469 | val_loss: 0.0311542 | Time: 4811.39 ms [2022-03-22 19:56:58 main:574] : INFO : Epoch 1796 | loss: 0.0311469 | val_loss: 0.0311559 | Time: 4888.63 ms [2022-03-22 19:57:03 main:574] : INFO : Epoch 1797 | loss: 0.031149 | val_loss: 0.031155 | Time: 4928.89 ms [2022-03-22 19:57:08 main:574] : INFO : Epoch 1798 | loss: 0.0311473 | val_loss: 0.031155 | Time: 4814.11 ms [2022-03-22 19:57:13 main:574] : INFO : Epoch 1799 | loss: 0.0311472 | val_loss: 0.0311535 | Time: 4967.7 ms [2022-03-22 19:57:18 main:574] : INFO : Epoch 1800 | loss: 0.0311468 | val_loss: 0.0311538 | Time: 4805.15 ms [2022-03-22 19:57:23 main:574] : INFO : Epoch 1801 | loss: 0.031147 | val_loss: 0.0311574 | Time: 4919.41 ms [2022-03-22 19:57:28 main:574] : INFO : Epoch 1802 | loss: 0.0311461 | val_loss: 0.0311542 | Time: 4797.82 ms [2022-03-22 19:57:33 main:574] : INFO : Epoch 1803 | loss: 0.0311457 | val_loss: 0.031153 | Time: 4916.35 ms [2022-03-22 19:57:38 main:574] : INFO : Epoch 1804 | loss: 0.0311447 | val_loss: 0.0311555 | Time: 4911.53 ms [2022-03-22 19:57:42 main:574] : INFO : Epoch 1805 | loss: 0.0311451 | val_loss: 0.0311618 | Time: 4826.84 ms [2022-03-22 19:57:47 main:574] : INFO : Epoch 1806 | loss: 0.0311445 | val_loss: 0.0311551 | Time: 4868.37 ms [2022-03-22 19:57:52 main:574] : INFO : Epoch 1807 | loss: 0.0311441 | val_loss: 0.0311546 | Time: 4798.33 ms [2022-03-22 19:57:57 main:574] : INFO : Epoch 1808 | loss: 0.031144 | val_loss: 0.0311527 | Time: 4931.22 ms [2022-03-22 19:58:02 main:574] : INFO : Epoch 1809 | loss: 0.0311432 | val_loss: 0.0311533 | Time: 4819.13 ms [2022-03-22 19:58:07 main:574] : INFO : Epoch 1810 | loss: 0.0311453 | val_loss: 0.0311734 | Time: 4889.42 ms [2022-03-22 19:58:12 main:574] : INFO : Epoch 1811 | loss: 0.0311524 | val_loss: 0.0311522 | Time: 5072.63 ms [2022-03-22 19:58:27 main:574] : INFO : Epoch 1812 | loss: 0.0311434 | val_loss: 0.0311541 | Time: 15075.9 ms [2022-03-22 19:58:32 main:574] : INFO : Epoch 1813 | loss: 0.0311398 | val_loss: 0.0311533 | Time: 4999.23 ms [2022-03-22 19:58:37 main:574] : INFO : Epoch 1814 | loss: 0.031138 | val_loss: 0.0311544 | Time: 4751.13 ms [2022-03-22 19:58:42 main:574] : INFO : Epoch 1815 | loss: 0.0311428 | val_loss: 0.0311552 | Time: 5037.52 ms [2022-03-22 19:58:47 main:574] : INFO : Epoch 1816 | loss: 0.0311418 | val_loss: 0.0311591 | Time: 4809.07 ms [2022-03-22 19:58:52 main:574] : INFO : Epoch 1817 | loss: 0.0311425 | val_loss: 0.0311532 | Time: 4911.32 ms [2022-03-22 19:58:56 main:574] : INFO : Epoch 1818 | loss: 0.0311392 | val_loss: 0.0311528 | Time: 4815.2 ms [2022-03-22 19:59:01 main:574] : INFO : Epoch 1819 | loss: 0.0311389 | val_loss: 0.0311647 | Time: 4985.88 ms [2022-03-22 19:59:06 main:574] : INFO : Epoch 1820 | loss: 0.0311412 | val_loss: 0.0311603 | Time: 4992.37 ms [2022-03-22 19:59:11 main:574] : INFO : Epoch 1821 | loss: 0.031138 | val_loss: 0.0311529 | Time: 4732.46 ms [2022-03-22 19:59:16 main:574] : INFO : Epoch 1822 | loss: 0.0311367 | val_loss: 0.0311587 | Time: 5037.64 ms [2022-03-22 19:59:21 main:574] : INFO : Epoch 1823 | loss: 0.0311372 | val_loss: 0.031155 | Time: 4810.51 ms [2022-03-22 19:59:26 main:574] : INFO : Epoch 1824 | loss: 0.031136 | val_loss: 0.0311583 | Time: 4874.43 ms [2022-03-22 19:59:31 main:574] : INFO : Epoch 1825 | loss: 0.0311366 | val_loss: 0.0311532 | Time: 4871.51 ms [2022-03-22 19:59:36 main:574] : INFO : Epoch 1826 | loss: 0.0311356 | val_loss: 0.0311536 | Time: 4907.75 ms [2022-03-22 19:59:41 main:574] : INFO : Epoch 1827 | loss: 0.0311349 | val_loss: 0.0311533 | Time: 4881.68 ms [2022-03-22 19:59:45 main:574] : INFO : Epoch 1828 | loss: 0.0311371 | val_loss: 0.0311551 | Time: 4753.61 ms [2022-03-22 19:59:50 main:574] : INFO : Epoch 1829 | loss: 0.0311385 | val_loss: 0.0311565 | Time: 4963.81 ms [2022-03-22 19:59:55 main:574] : INFO : Epoch 1830 | loss: 0.0311581 | val_loss: 0.0311701 | Time: 4805.54 ms [2022-03-22 20:00:00 main:574] : INFO : Epoch 1831 | loss: 0.0312678 | val_loss: 0.0314193 | Time: 4962.34 ms [2022-03-22 20:00:05 main:574] : INFO : Epoch 1832 | loss: 0.037748 | val_loss: 0.0316726 | Time: 4911.73 ms [2022-03-22 20:00:10 main:574] : INFO : Epoch 1833 | loss: 0.0317437 | val_loss: 0.0314479 | Time: 4931.48 ms [2022-03-22 20:00:15 main:574] : INFO : Epoch 1834 | loss: 0.0313644 | val_loss: 0.0312738 | Time: 4882.17 ms [2022-03-22 20:00:20 main:574] : INFO : Epoch 1835 | loss: 0.0312625 | val_loss: 0.0312485 | Time: 4874.12 ms [2022-03-22 20:00:25 main:574] : INFO : Epoch 1836 | loss: 0.0312365 | val_loss: 0.0312249 | Time: 4989.89 ms [2022-03-22 20:00:30 main:574] : INFO : Epoch 1837 | loss: 0.0312193 | val_loss: 0.0312116 | Time: 4776.1 ms [2022-03-22 20:00:35 main:574] : INFO : Epoch 1838 | loss: 0.0312081 | val_loss: 0.0312041 | Time: 5013.94 ms [2022-03-22 20:00:40 main:574] : INFO : Epoch 1839 | loss: 0.0312032 | val_loss: 0.031201 | Time: 4922.94 ms [2022-03-22 20:00:45 main:574] : INFO : Epoch 1840 | loss: 0.0312001 | val_loss: 0.0311991 | Time: 4923.98 ms [2022-03-22 20:00:50 main:574] : INFO : Epoch 1841 | loss: 0.0311984 | val_loss: 0.0311982 | Time: 4918.53 ms [2022-03-22 20:00:54 main:574] : INFO : Epoch 1842 | loss: 0.0311971 | val_loss: 0.0311977 | Time: 4822.01 ms [2022-03-22 20:00:59 main:574] : INFO : Epoch 1843 | loss: 0.0311988 | val_loss: 0.0311974 | Time: 4928.85 ms [2022-03-22 20:01:04 main:574] : INFO : Epoch 1844 | loss: 0.0311951 | val_loss: 0.0311948 | Time: 4755.1 ms [2022-03-22 20:01:09 main:574] : INFO : Epoch 1845 | loss: 0.0311933 | val_loss: 0.0311942 | Time: 4925.02 ms [2022-03-22 20:01:14 main:574] : INFO : Epoch 1846 | loss: 0.031193 | val_loss: 0.0311936 | Time: 4797.03 ms [2022-03-22 20:01:19 main:574] : INFO : Epoch 1847 | loss: 0.0311919 | val_loss: 0.0311932 | Time: 4930.71 ms [2022-03-22 20:01:24 main:574] : INFO : Epoch 1848 | loss: 0.0311908 | val_loss: 0.0311918 | Time: 4954.44 ms [2022-03-22 20:01:29 main:574] : INFO : Epoch 1849 | loss: 0.031191 | val_loss: 0.0311922 | Time: 4876.58 ms [2022-03-22 20:01:34 main:574] : INFO : Epoch 1850 | loss: 0.0311898 | val_loss: 0.0311904 | Time: 4945.39 ms [2022-03-22 20:01:38 main:574] : INFO : Epoch 1851 | loss: 0.031189 | val_loss: 0.0311899 | Time: 4834.55 ms [2022-03-22 20:01:43 main:574] : INFO : Epoch 1852 | loss: 0.0311886 | val_loss: 0.0311911 | Time: 4949.3 ms [2022-03-22 20:01:48 main:574] : INFO : Epoch 1853 | loss: 0.0311888 | val_loss: 0.0311897 | Time: 4802.53 ms [2022-03-22 20:01:53 main:574] : INFO : Epoch 1854 | loss: 0.0311878 | val_loss: 0.0311903 | Time: 4943.68 ms [2022-03-22 20:01:58 main:574] : INFO : Epoch 1855 | loss: 0.0311868 | val_loss: 0.0311873 | Time: 4978.1 ms [2022-03-22 20:02:03 main:574] : INFO : Epoch 1856 | loss: 0.0311854 | val_loss: 0.0311883 | Time: 4818.23 ms [2022-03-22 20:02:08 main:574] : INFO : Epoch 1857 | loss: 0.0311847 | val_loss: 0.0311872 | Time: 4941.85 ms [2022-03-22 20:02:13 main:574] : INFO : Epoch 1858 | loss: 0.0311847 | val_loss: 0.0311865 | Time: 4866.17 ms [2022-03-22 20:02:18 main:574] : INFO : Epoch 1859 | loss: 0.0311854 | val_loss: 0.0311877 | Time: 5064.52 ms [2022-03-22 20:02:23 main:574] : INFO : Epoch 1860 | loss: 0.0311828 | val_loss: 0.0311864 | Time: 4796.89 ms [2022-03-22 20:02:28 main:574] : INFO : Epoch 1861 | loss: 0.0311843 | val_loss: 0.0311895 | Time: 4919.98 ms [2022-03-22 20:02:33 main:574] : INFO : Epoch 1862 | loss: 0.0311829 | val_loss: 0.0311861 | Time: 4987.39 ms [2022-03-22 20:02:37 main:574] : INFO : Epoch 1863 | loss: 0.0311821 | val_loss: 0.0311845 | Time: 4809.7 ms [2022-03-22 20:02:42 main:574] : INFO : Epoch 1864 | loss: 0.0311819 | val_loss: 0.0311945 | Time: 4876.24 ms [2022-03-22 20:02:47 main:574] : INFO : Epoch 1865 | loss: 0.0311847 | val_loss: 0.0311861 | Time: 4876.94 ms [2022-03-22 20:02:52 main:574] : INFO : Epoch 1866 | loss: 0.0311804 | val_loss: 0.0311846 | Time: 4898.64 ms [2022-03-22 20:02:57 main:574] : INFO : Epoch 1867 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 4768.37 ms [2022-03-22 20:03:02 main:574] : INFO : Epoch 1868 | loss: 0.0311802 | val_loss: 0.0311852 | Time: 4888.18 ms [2022-03-22 20:03:07 main:574] : INFO : Epoch 1869 | loss: 0.0311825 | val_loss: 0.0311888 | Time: 5038.05 ms [2022-03-22 20:03:12 main:574] : INFO : Epoch 1870 | loss: 0.0311802 | val_loss: 0.0311839 | Time: 4825.59 ms [2022-03-22 20:03:17 main:574] : INFO : Epoch 1871 | loss: 0.0311786 | val_loss: 0.0311853 | Time: 4953.93 ms [2022-03-22 20:03:22 main:574] : INFO : Epoch 1872 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 4847.08 ms [2022-03-22 20:03:27 main:574] : INFO : Epoch 1873 | loss: 0.031178 | val_loss: 0.031187 | Time: 5037.31 ms [2022-03-22 20:03:31 main:574] : INFO : Epoch 1874 | loss: 0.0311789 | val_loss: 0.031183 | Time: 4800.16 ms [2022-03-22 20:03:36 main:574] : INFO : Epoch 1875 | loss: 0.0311773 | val_loss: 0.0311841 | Time: 4869.22 ms [2022-03-22 20:03:41 main:574] : INFO : Epoch 1876 | loss: 0.0311807 | val_loss: 0.0311959 | Time: 5022.56 ms [2022-03-22 20:03:46 main:574] : INFO : Epoch 1877 | loss: 0.0311809 | val_loss: 0.0311848 | Time: 4802.31 ms [2022-03-22 20:03:51 main:574] : INFO : Epoch 1878 | loss: 0.0311776 | val_loss: 0.0311833 | Time: 4907.17 ms [2022-03-22 20:03:56 main:574] : INFO : Epoch 1879 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 4770.11 ms [2022-03-22 20:04:01 main:574] : INFO : Epoch 1880 | loss: 0.031179 | val_loss: 0.0311809 | Time: 5062.64 ms [2022-03-22 20:04:06 main:574] : INFO : Epoch 1881 | loss: 0.0311786 | val_loss: 0.0311813 | Time: 4758.36 ms [2022-03-22 20:04:11 main:574] : INFO : Epoch 1882 | loss: 0.0311784 | val_loss: 0.0311839 | Time: 4895.11 ms [2022-03-22 20:04:16 main:574] : INFO : Epoch 1883 | loss: 0.031178 | val_loss: 0.0311795 | Time: 5000.09 ms [2022-03-22 20:04:20 main:574] : INFO : Epoch 1884 | loss: 0.0311764 | val_loss: 0.0311801 | Time: 4767.07 ms [2022-03-22 20:04:25 main:574] : INFO : Epoch 1885 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 4993.33 ms [2022-03-22 20:04:30 main:574] : INFO : Epoch 1886 | loss: 0.0311752 | val_loss: 0.031179 | Time: 4881.49 ms [2022-03-22 20:04:35 main:574] : INFO : Epoch 1887 | loss: 0.0311741 | val_loss: 0.0311789 | Time: 4985.81 ms [2022-03-22 20:04:40 main:574] : INFO : Epoch 1888 | loss: 0.0311747 | val_loss: 0.0311807 | Time: 4769.71 ms [2022-03-22 20:04:45 main:574] : INFO : Epoch 1889 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 5000.44 ms [2022-03-22 20:04:50 main:574] : INFO : Epoch 1890 | loss: 0.0311756 | val_loss: 0.031181 | Time: 4994.44 ms [2022-03-22 20:04:55 main:574] : INFO : Epoch 1891 | loss: 0.031175 | val_loss: 0.0311817 | Time: 4792.29 ms [2022-03-22 20:05:00 main:574] : INFO : Epoch 1892 | loss: 0.0311743 | val_loss: 0.031178 | Time: 4979.14 ms [2022-03-22 20:05:05 main:574] : INFO : Epoch 1893 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 4822.37 ms [2022-03-22 20:05:10 main:574] : INFO : Epoch 1894 | loss: 0.0311731 | val_loss: 0.0311779 | Time: 4925.68 ms [2022-03-22 20:05:14 main:574] : INFO : Epoch 1895 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 4800.23 ms [2022-03-22 20:05:20 main:574] : INFO : Epoch 1896 | loss: 0.0311738 | val_loss: 0.0311788 | Time: 5189.65 ms [2022-03-22 20:05:25 main:574] : INFO : Epoch 1897 | loss: 0.0311737 | val_loss: 0.0311762 | Time: 5073.93 ms [2022-03-22 20:05:40 main:574] : INFO : Epoch 1898 | loss: 0.0311712 | val_loss: 0.0311769 | Time: 14950.9 ms [2022-03-22 20:05:45 main:574] : INFO : Epoch 1899 | loss: 0.0311703 | val_loss: 0.0311791 | Time: 5045.23 ms [2022-03-22 20:05:50 main:574] : INFO : Epoch 1900 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 4817.09 ms [2022-03-22 20:05:55 main:574] : INFO : Epoch 1901 | loss: 0.0311723 | val_loss: 0.0311812 | Time: 4983.73 ms [2022-03-22 20:05:59 main:574] : INFO : Epoch 1902 | loss: 0.0311714 | val_loss: 0.0311758 | Time: 4871.68 ms [2022-03-22 20:06:04 main:574] : INFO : Epoch 1903 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 4999.59 ms [2022-03-22 20:06:09 main:574] : INFO : Epoch 1904 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 4945.88 ms [2022-03-22 20:06:14 main:574] : INFO : Epoch 1905 | loss: 0.0311692 | val_loss: 0.0311803 | Time: 4760.7 ms [2022-03-22 20:06:19 main:574] : INFO : Epoch 1906 | loss: 0.031168 | val_loss: 0.0311773 | Time: 4962.13 ms [2022-03-22 20:06:24 main:574] : INFO : Epoch 1907 | loss: 0.0311684 | val_loss: 0.0311819 | Time: 4861.79 ms [2022-03-22 20:06:29 main:574] : INFO : Epoch 1908 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 4999.21 ms [2022-03-22 20:06:34 main:574] : INFO : Epoch 1909 | loss: 0.0311706 | val_loss: 0.031181 | Time: 4879.35 ms [2022-03-22 20:06:39 main:574] : INFO : Epoch 1910 | loss: 0.0311696 | val_loss: 0.0311757 | Time: 4861.73 ms [2022-03-22 20:06:44 main:574] : INFO : Epoch 1911 | loss: 0.0311676 | val_loss: 0.0311773 | Time: 4992.58 ms [2022-03-22 20:06:49 main:574] : INFO : Epoch 1912 | loss: 0.0311675 | val_loss: 0.0311759 | Time: 4800.07 ms [2022-03-22 20:06:54 main:574] : INFO : Epoch 1913 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 5005.65 ms [2022-03-22 20:06:59 main:574] : INFO : Epoch 1914 | loss: 0.0311668 | val_loss: 0.0311747 | Time: 4840.78 ms [2022-03-22 20:07:04 main:574] : INFO : Epoch 1915 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 4937.51 ms [2022-03-22 20:07:09 main:574] : INFO : Epoch 1916 | loss: 0.0311713 | val_loss: 0.0311945 | Time: 4964.59 ms [2022-03-22 20:07:13 main:574] : INFO : Epoch 1917 | loss: 0.031172 | val_loss: 0.0311741 | Time: 4868 ms [2022-03-22 20:07:18 main:574] : INFO : Epoch 1918 | loss: 0.0311671 | val_loss: 0.0311738 | Time: 4992.27 ms [2022-03-22 20:07:23 main:574] : INFO : Epoch 1919 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 4703.72 ms [2022-03-22 20:07:28 main:574] : INFO : Epoch 1920 | loss: 0.0311665 | val_loss: 0.0311762 | Time: 4969.32 ms [2022-03-22 20:07:33 main:574] : INFO : Epoch 1921 | loss: 0.0311658 | val_loss: 0.0311741 | Time: 4823.65 ms [2022-03-22 20:07:38 main:574] : INFO : Epoch 1922 | loss: 0.0311657 | val_loss: 0.0311734 | Time: 4932.56 ms [2022-03-22 20:07:43 main:574] : INFO : Epoch 1923 | loss: 0.0311652 | val_loss: 0.0311749 | Time: 4865.83 ms [2022-03-22 20:07:48 main:574] : INFO : Epoch 1924 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 4891.02 ms [2022-03-22 20:07:53 main:574] : INFO : Epoch 1925 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 4881.61 ms [2022-03-22 20:07:57 main:574] : INFO : Epoch 1926 | loss: 0.0311669 | val_loss: 0.031176 | Time: 4741.23 ms [2022-03-22 20:08:02 main:574] : INFO : Epoch 1927 | loss: 0.0311656 | val_loss: 0.0311741 | Time: 4964.38 ms [2022-03-22 20:08:07 main:574] : INFO : Epoch 1928 | loss: 0.031166 | val_loss: 0.0311767 | Time: 4827.4 ms [2022-03-22 20:08:12 main:574] : INFO : Epoch 1929 | loss: 0.0311663 | val_loss: 0.0311764 | Time: 4864.27 ms [2022-03-22 20:08:17 main:574] : INFO : Epoch 1930 | loss: 0.0311671 | val_loss: 0.0311764 | Time: 4834.42 ms [2022-03-22 20:08:22 main:574] : INFO : Epoch 1931 | loss: 0.031167 | val_loss: 0.0311734 | Time: 4976.68 ms [2022-03-22 20:08:27 main:574] : INFO : Epoch 1932 | loss: 0.0311649 | val_loss: 0.0311728 | Time: 4927.47 ms [2022-03-22 20:08:32 main:574] : INFO : Epoch 1933 | loss: 0.0311645 | val_loss: 0.0311749 | Time: 4781.37 ms [2022-03-22 20:08:37 main:574] : INFO : Epoch 1934 | loss: 0.0311634 | val_loss: 0.0311732 | Time: 5004.18 ms [2022-03-22 20:08:41 main:574] : INFO : Epoch 1935 | loss: 0.0311642 | val_loss: 0.0311743 | Time: 4749.04 ms [2022-03-22 20:08:46 main:574] : INFO : Epoch 1936 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 4949.49 ms [2022-03-22 20:08:51 main:574] : INFO : Epoch 1937 | loss: 0.0311651 | val_loss: 0.0311756 | Time: 4822.35 ms [2022-03-22 20:08:56 main:574] : INFO : Epoch 1938 | loss: 0.0311643 | val_loss: 0.0311767 | Time: 4942.5 ms [2022-03-22 20:09:01 main:574] : INFO : Epoch 1939 | loss: 0.0311627 | val_loss: 0.0311782 | Time: 4927.9 ms [2022-03-22 20:09:06 main:574] : INFO : Epoch 1940 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 4840.12 ms [2022-03-22 20:09:11 main:574] : INFO : Epoch 1941 | loss: 0.0311667 | val_loss: 0.0311913 | Time: 4995.81 ms [2022-03-22 20:09:16 main:574] : INFO : Epoch 1942 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 4861.1 ms [2022-03-22 20:09:21 main:574] : INFO : Epoch 1943 | loss: 0.0311638 | val_loss: 0.031176 | Time: 4877.61 ms [2022-03-22 20:09:26 main:574] : INFO : Epoch 1944 | loss: 0.0311627 | val_loss: 0.0311725 | Time: 4857.36 ms [2022-03-22 20:09:31 main:574] : INFO : Epoch 1945 | loss: 0.0311626 | val_loss: 0.0311729 | Time: 4971.87 ms [2022-03-22 20:09:36 main:574] : INFO : Epoch 1946 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 4904.36 ms [2022-03-22 20:09:40 main:574] : INFO : Epoch 1947 | loss: 0.0311644 | val_loss: 0.0311786 | Time: 4832.58 ms [2022-03-22 20:09:45 main:574] : INFO : Epoch 1948 | loss: 0.0311627 | val_loss: 0.0311727 | Time: 4901.77 ms [2022-03-22 20:09:50 main:574] : INFO : Epoch 1949 | loss: 0.0311627 | val_loss: 0.0311721 | Time: 4796.14 ms [2022-03-22 20:09:55 main:574] : INFO : Epoch 1950 | loss: 0.0311635 | val_loss: 0.0311748 | Time: 4929.08 ms [2022-03-22 20:10:00 main:574] : INFO : Epoch 1951 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 4863 ms [2022-03-22 20:10:05 main:574] : INFO : Epoch 1952 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 5018.5 ms [2022-03-22 20:10:10 main:574] : INFO : Epoch 1953 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 4949.44 ms [2022-03-22 20:10:15 main:574] : INFO : Epoch 1954 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 4918.79 ms [2022-03-22 20:10:30 main:574] : INFO : Epoch 1955 | loss: 0.031162 | val_loss: 0.031177 | Time: 15156.1 ms [2022-03-22 20:10:35 main:574] : INFO : Epoch 1956 | loss: 0.0311631 | val_loss: 0.0311783 | Time: 4818.02 ms [2022-03-22 20:10:40 main:574] : INFO : Epoch 1957 | loss: 0.0311653 | val_loss: 0.0311704 | Time: 4943.17 ms [2022-03-22 20:10:45 main:574] : INFO : Epoch 1958 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 4809.49 ms [2022-03-22 20:10:50 main:574] : INFO : Epoch 1959 | loss: 0.0311716 | val_loss: 0.031174 | Time: 5013.03 ms [2022-03-22 20:10:55 main:574] : INFO : Epoch 1960 | loss: 0.0311701 | val_loss: 0.0311731 | Time: 4945.21 ms [2022-03-22 20:11:00 main:574] : INFO : Epoch 1961 | loss: 0.0311704 | val_loss: 0.0311828 | Time: 4884.59 ms [2022-03-22 20:11:05 main:574] : INFO : Epoch 1962 | loss: 0.0311689 | val_loss: 0.0311724 | Time: 4930.6 ms [2022-03-22 20:11:09 main:574] : INFO : Epoch 1963 | loss: 0.0311701 | val_loss: 0.0311712 | Time: 4793.09 ms [2022-03-22 20:11:14 main:574] : INFO : Epoch 1964 | loss: 0.0311668 | val_loss: 0.0311711 | Time: 4953.6 ms [2022-03-22 20:11:19 main:574] : INFO : Epoch 1965 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 4862.53 ms [2022-03-22 20:11:24 main:574] : INFO : Epoch 1966 | loss: 0.0311646 | val_loss: 0.0311713 | Time: 4953.06 ms [2022-03-22 20:11:29 main:574] : INFO : Epoch 1967 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 4941.38 ms [2022-03-22 20:11:34 main:574] : INFO : Epoch 1968 | loss: 0.0311638 | val_loss: 0.0311754 | Time: 4854.07 ms [2022-03-22 20:11:39 main:574] : INFO : Epoch 1969 | loss: 0.0311644 | val_loss: 0.031171 | Time: 4996.34 ms [2022-03-22 20:11:44 main:574] : INFO : Epoch 1970 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 4815.69 ms [2022-03-22 20:11:49 main:574] : INFO : Epoch 1971 | loss: 0.0311627 | val_loss: 0.0311788 | Time: 4902.59 ms [2022-03-22 20:11:54 main:574] : INFO : Epoch 1972 | loss: 0.0311706 | val_loss: 0.0311715 | Time: 4829.31 ms [2022-03-22 20:11:59 main:574] : INFO : Epoch 1973 | loss: 0.0311644 | val_loss: 0.0311684 | Time: 4974.03 ms [2022-03-22 20:12:03 main:574] : INFO : Epoch 1974 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 4915.68 ms [2022-03-22 20:12:08 main:574] : INFO : Epoch 1975 | loss: 0.0311616 | val_loss: 0.0311727 | Time: 4871.9 ms [2022-03-22 20:12:13 main:574] : INFO : Epoch 1976 | loss: 0.0311611 | val_loss: 0.0311677 | Time: 5051.18 ms [2022-03-22 20:12:18 main:574] : INFO : Epoch 1977 | loss: 0.031161 | val_loss: 0.0311676 | Time: 4823.83 ms [2022-03-22 20:12:23 main:574] : INFO : Epoch 1978 | loss: 0.0311598 | val_loss: 0.031173 | Time: 4954.11 ms [2022-03-22 20:12:28 main:574] : INFO : Epoch 1979 | loss: 0.0311642 | val_loss: 0.0311685 | Time: 4806.6 ms [2022-03-22 20:12:33 main:574] : INFO : Epoch 1980 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 4913.96 ms [2022-03-22 20:12:38 main:574] : INFO : Epoch 1981 | loss: 0.0311611 | val_loss: 0.0311689 | Time: 4955.73 ms [2022-03-22 20:12:43 main:574] : INFO : Epoch 1982 | loss: 0.0311594 | val_loss: 0.0311677 | Time: 4904.03 ms [2022-03-22 20:12:48 main:574] : INFO : Epoch 1983 | loss: 0.0311597 | val_loss: 0.0311687 | Time: 4896.77 ms [2022-03-22 20:12:53 main:574] : INFO : Epoch 1984 | loss: 0.0311618 | val_loss: 0.0311742 | Time: 4841.94 ms [2022-03-22 20:12:58 main:574] : INFO : Epoch 1985 | loss: 0.0311628 | val_loss: 0.0311674 | Time: 5057.34 ms [2022-03-22 20:13:03 main:574] : INFO : Epoch 1986 | loss: 0.0311604 | val_loss: 0.031166 | Time: 4874.84 ms [2022-03-22 20:13:07 main:574] : INFO : Epoch 1987 | loss: 0.0311606 | val_loss: 0.0311677 | Time: 4911.51 ms [2022-03-22 20:13:12 main:574] : INFO : Epoch 1988 | loss: 0.0311618 | val_loss: 0.0311665 | Time: 5020.59 ms [2022-03-22 20:13:18 main:574] : INFO : Epoch 1989 | loss: 0.0311601 | val_loss: 0.0311671 | Time: 5235.85 ms [2022-03-22 20:13:23 main:574] : INFO : Epoch 1990 | loss: 0.0311604 | val_loss: 0.0311672 | Time: 4907.43 ms [2022-03-22 20:13:28 main:574] : INFO : Epoch 1991 | loss: 0.0311593 | val_loss: 0.0311706 | Time: 4849.63 ms [2022-03-22 20:13:33 main:574] : INFO : Epoch 1992 | loss: 0.0311584 | val_loss: 0.0311669 | Time: 5021.34 ms [2022-03-22 20:13:37 main:574] : INFO : Epoch 1993 | loss: 0.0311603 | val_loss: 0.0311662 | Time: 4756.91 ms [2022-03-22 20:13:42 main:574] : INFO : Epoch 1994 | loss: 0.0311582 | val_loss: 0.0311666 | Time: 4982.49 ms [2022-03-22 20:13:47 main:574] : INFO : Epoch 1995 | loss: 0.0311578 | val_loss: 0.031167 | Time: 5001.05 ms [2022-03-22 20:13:52 main:574] : INFO : Epoch 1996 | loss: 0.0311596 | val_loss: 0.0311671 | Time: 4870.26 ms [2022-03-22 20:13:57 main:574] : INFO : Epoch 1997 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 4805.36 ms [2022-03-22 20:14:02 main:574] : INFO : Epoch 1998 | loss: 0.031158 | val_loss: 0.0311676 | Time: 4816.05 ms [2022-03-22 20:14:07 main:574] : INFO : Epoch 1999 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 4944.13 ms [2022-03-22 20:14:12 main:574] : INFO : Epoch 2000 | loss: 0.0311637 | val_loss: 0.0311775 | Time: 4777.15 ms [2022-03-22 20:14:17 main:574] : INFO : Epoch 2001 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 4983.37 ms [2022-03-22 20:14:22 main:574] : INFO : Epoch 2002 | loss: 0.0311605 | val_loss: 0.0311671 | Time: 4972.22 ms [2022-03-22 20:14:26 main:574] : INFO : Epoch 2003 | loss: 0.0311627 | val_loss: 0.0311876 | Time: 4837.91 ms [2022-03-22 20:14:31 main:574] : INFO : Epoch 2004 | loss: 0.0311641 | val_loss: 0.0311675 | Time: 4936.66 ms [2022-03-22 20:14:36 main:574] : INFO : Epoch 2005 | loss: 0.0311579 | val_loss: 0.0311675 | Time: 4835.03 ms [2022-03-22 20:14:41 main:574] : INFO : Epoch 2006 | loss: 0.0311603 | val_loss: 0.0311781 | Time: 4941.49 ms [2022-03-22 20:14:46 main:574] : INFO : Epoch 2007 | loss: 0.0311587 | val_loss: 0.0311664 | Time: 4840.69 ms [2022-03-22 20:14:51 main:574] : INFO : Epoch 2008 | loss: 0.0311584 | val_loss: 0.0311678 | Time: 4941.03 ms [2022-03-22 20:14:56 main:574] : INFO : Epoch 2009 | loss: 0.031159 | val_loss: 0.0311698 | Time: 4924.68 ms [2022-03-22 20:15:01 main:574] : INFO : Epoch 2010 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 4799.28 ms [2022-03-22 20:15:06 main:574] : INFO : Epoch 2011 | loss: 0.0311584 | val_loss: 0.0311661 | Time: 5017.43 ms [2022-03-22 20:15:11 main:574] : INFO : Epoch 2012 | loss: 0.0311595 | val_loss: 0.0311672 | Time: 4800.07 ms [2022-03-22 20:15:16 main:574] : INFO : Epoch 2013 | loss: 0.0311614 | val_loss: 0.0311772 | Time: 4911.45 ms [2022-03-22 20:15:20 main:574] : INFO : Epoch 2014 | loss: 0.0311605 | val_loss: 0.0311777 | Time: 4849.08 ms [2022-03-22 20:15:25 main:574] : INFO : Epoch 2015 | loss: 0.0311599 | val_loss: 0.0311664 | Time: 4953.5 ms [2022-03-22 20:15:30 main:574] : INFO : Epoch 2016 | loss: 0.0311578 | val_loss: 0.0311662 | Time: 4946.87 ms [2022-03-22 20:15:35 main:574] : INFO : Epoch 2017 | loss: 0.0311587 | val_loss: 0.0311661 | Time: 4816.84 ms [2022-03-22 20:15:40 main:574] : INFO : Epoch 2018 | loss: 0.0311581 | val_loss: 0.0311675 | Time: 4954.27 ms [2022-03-22 20:15:45 main:574] : INFO : Epoch 2019 | loss: 0.0311593 | val_loss: 0.0311661 | Time: 4864.78 ms [2022-03-22 20:15:50 main:574] : INFO : Epoch 2020 | loss: 0.0311589 | val_loss: 0.031174 | Time: 4910.33 ms [2022-03-22 20:15:55 main:574] : INFO : Epoch 2021 | loss: 0.0311578 | val_loss: 0.0311759 | Time: 4895.11 ms [2022-03-22 20:16:00 main:574] : INFO : Epoch 2022 | loss: 0.0311604 | val_loss: 0.0311692 | Time: 4906.22 ms [2022-03-22 20:16:05 main:574] : INFO : Epoch 2023 | loss: 0.0311573 | val_loss: 0.0311661 | Time: 4982.84 ms [2022-03-22 20:16:09 main:574] : INFO : Epoch 2024 | loss: 0.0311558 | val_loss: 0.0311688 | Time: 4718.4 ms [2022-03-22 20:16:14 main:574] : INFO : Epoch 2025 | loss: 0.0311572 | val_loss: 0.031167 | Time: 5009.38 ms [2022-03-22 20:16:19 main:574] : INFO : Epoch 2026 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 4801.6 ms [2022-03-22 20:16:24 main:574] : INFO : Epoch 2027 | loss: 0.0311618 | val_loss: 0.0311676 | Time: 4876.33 ms [2022-03-22 20:16:29 main:574] : INFO : Epoch 2028 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 4879.77 ms [2022-03-22 20:16:34 main:574] : INFO : Epoch 2029 | loss: 0.0311584 | val_loss: 0.0311653 | Time: 4940.3 ms [2022-03-22 20:16:39 main:574] : INFO : Epoch 2030 | loss: 0.031157 | val_loss: 0.0311715 | Time: 4947.55 ms [2022-03-22 20:16:44 main:574] : INFO : Epoch 2031 | loss: 0.0311584 | val_loss: 0.0311685 | Time: 4883.99 ms [2022-03-22 20:16:49 main:574] : INFO : Epoch 2032 | loss: 0.0311598 | val_loss: 0.0311702 | Time: 5023.22 ms [2022-03-22 20:16:54 main:574] : INFO : Epoch 2033 | loss: 0.0311601 | val_loss: 0.0311657 | Time: 4765.22 ms [2022-03-22 20:16:59 main:574] : INFO : Epoch 2034 | loss: 0.0311583 | val_loss: 0.031176 | Time: 4917.55 ms [2022-03-22 20:17:04 main:574] : INFO : Epoch 2035 | loss: 0.0311591 | val_loss: 0.031165 | Time: 4876.69 ms [2022-03-22 20:17:09 main:574] : INFO : Epoch 2036 | loss: 0.0311575 | val_loss: 0.0311743 | Time: 5064.58 ms [2022-03-22 20:17:14 main:574] : INFO : Epoch 2037 | loss: 0.0311563 | val_loss: 0.0311653 | Time: 4887.12 ms [2022-03-22 20:17:18 main:574] : INFO : Epoch 2038 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 4823.61 ms [2022-03-22 20:17:23 main:574] : INFO : Epoch 2039 | loss: 0.0311579 | val_loss: 0.0311695 | Time: 5086.26 ms [2022-03-22 20:17:28 main:574] : INFO : Epoch 2040 | loss: 0.0311601 | val_loss: 0.0311666 | Time: 4749.84 ms [2022-03-22 20:17:33 main:574] : INFO : Epoch 2041 | loss: 0.0311565 | val_loss: 0.031165 | Time: 4951.71 ms [2022-03-22 20:17:38 main:574] : INFO : Epoch 2042 | loss: 0.0311571 | val_loss: 0.0311662 | Time: 4805.71 ms [2022-03-22 20:17:43 main:574] : INFO : Epoch 2043 | loss: 0.0311563 | val_loss: 0.0311755 | Time: 5004.26 ms [2022-03-22 20:17:48 main:574] : INFO : Epoch 2044 | loss: 0.0311585 | val_loss: 0.0311655 | Time: 4855.6 ms [2022-03-22 20:17:53 main:574] : INFO : Epoch 2045 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 4755.31 ms [2022-03-22 20:17:58 main:574] : INFO : Epoch 2046 | loss: 0.0311547 | val_loss: 0.0311671 | Time: 5038.93 ms [2022-03-22 20:18:02 main:574] : INFO : Epoch 2047 | loss: 0.0311549 | val_loss: 0.0311668 | Time: 4804.66 ms [2022-03-22 20:18:07 main:574] : INFO : Epoch 2048 | loss: 0.0311569 | val_loss: 0.031181 | Time: 4881.46 ms [2022-03-22 20:18:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031181 [2022-03-22 20:18:07 main:603] : INFO : Saving end state to config to file [2022-03-22 20:18:07 main:608] : INFO : Success, exiting.. 20:18:07 (3640): 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)