Task 11095347
| Name | ParityModified-1639965412-2910-2-0_0 |
| Workunit | 8378634 |
| Created | 26 Jan 2022, 23:14:48 UTC |
| Sent | 13 Feb 2022, 13:09:00 UTC |
| Report deadline | 21 Feb 2022, 13:09:00 UTC |
| Received | 16 Feb 2022, 12:17:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 1 days 5 hours 1 min 23 sec |
| CPU time | 7 hours 5 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 469.3 ms [2022-02-15 21:58:41 main:574] : INFO : Epoch 1542 | loss: 0.031145 | val_loss: 0.0311633 | Time: 71666.6 ms [2022-02-15 21:59:57 main:574] : INFO : Epoch 1543 | loss: 0.0311493 | val_loss: 0.0311651 | Time: 75613 ms [2022-02-15 22:01:25 main:574] : INFO : Epoch 1544 | loss: 0.0311434 | val_loss: 0.031163 | Time: 87910.3 ms [2022-02-15 22:02:52 main:574] : INFO : Epoch 1545 | loss: 0.03114 | val_loss: 0.0311675 | Time: 86854.1 ms [2022-02-15 22:03:59 main:574] : INFO : Epoch 1546 | loss: 0.03114 | val_loss: 0.0311638 | Time: 67542.8 ms [2022-02-15 22:05:06 main:574] : INFO : Epoch 1547 | loss: 0.0311418 | val_loss: 0.0311644 | Time: 66613.7 ms [2022-02-15 22:06:08 main:574] : INFO : Epoch 1548 | loss: 0.0311428 | val_loss: 0.0311656 | Time: 61703.9 ms [2022-02-15 22:07:10 main:574] : INFO : Epoch 1549 | loss: 0.0311417 | val_loss: 0.0311728 | Time: 61648.1 ms [2022-02-15 22:09:08 main:574] : INFO : Epoch 1550 | loss: 0.031143 | val_loss: 0.031166 | Time: 118043 ms [2022-02-15 22:10:16 main:574] : INFO : Epoch 1551 | loss: 0.0311412 | val_loss: 0.0311678 | Time: 68310.2 ms [2022-02-15 22:12:33 main:574] : INFO : Epoch 1552 | loss: 0.0311401 | val_loss: 0.0311669 | Time: 136980 ms [2022-02-15 22:13:48 main:574] : INFO : Epoch 1553 | loss: 0.0311402 | val_loss: 0.0311681 | Time: 74238.3 ms [2022-02-15 22:15:00 main:574] : INFO : Epoch 1554 | loss: 0.0311464 | val_loss: 0.0311725 | Time: 72459.6 ms [2022-02-15 22:16:05 main:574] : INFO : Epoch 1555 | loss: 0.0311451 | val_loss: 0.0311718 | Time: 64893.8 ms [2022-02-15 22:17:20 main:574] : INFO : Epoch 1556 | loss: 0.0311437 | val_loss: 0.0311667 | Time: 74456.8 ms [2022-02-15 22:18:48 main:574] : INFO : Epoch 1557 | loss: 0.0311415 | val_loss: 0.0311652 | Time: 88343.5 ms [2022-02-15 22:20:01 main:574] : INFO : Epoch 1558 | loss: 0.0311404 | val_loss: 0.0311606 | Time: 72640 ms [2022-02-15 22:21:32 main:574] : INFO : Epoch 1559 | loss: 0.0311398 | val_loss: 0.0311617 | Time: 91135.2 ms [2022-02-15 22:24:02 main:574] : INFO : Epoch 1560 | loss: 0.03114 | val_loss: 0.0311648 | Time: 150132 ms [2022-02-15 22:25:20 main:574] : INFO : Epoch 1561 | loss: 0.0311411 | val_loss: 0.0311651 | Time: 78100.4 ms [2022-02-15 22:26:20 main:574] : INFO : Epoch 1562 | loss: 0.0311453 | val_loss: 0.0311731 | Time: 59330.2 ms [2022-02-15 22:27:31 main:574] : INFO : Epoch 1563 | loss: 0.0311482 | val_loss: 0.0311638 | Time: 71189.8 ms [2022-02-15 22:28:30 main:574] : INFO : Epoch 1564 | loss: 0.0311443 | val_loss: 0.0311632 | Time: 58901 ms [2022-02-15 22:29:52 main:574] : INFO : Epoch 1565 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 81702.1 ms [2022-02-15 22:30:59 main:574] : INFO : Epoch 1566 | loss: 0.0311469 | val_loss: 0.0311613 | Time: 67238.1 ms [2022-02-15 22:32:22 main:574] : INFO : Epoch 1567 | loss: 0.0311475 | val_loss: 0.0311598 | Time: 82402.4 ms [2022-02-15 22:33:22 main:574] : INFO : Epoch 1568 | loss: 0.0311452 | val_loss: 0.0311657 | Time: 59816.5 ms [2022-02-15 22:34:20 main:574] : INFO : Epoch 1569 | loss: 0.0311431 | val_loss: 0.0311705 | Time: 58583.1 ms [2022-02-15 22:35:34 main:574] : INFO : Epoch 1570 | loss: 0.031143 | val_loss: 0.0311648 | Time: 73374.4 ms [2022-02-15 22:36:45 main:574] : INFO : Epoch 1571 | loss: 0.0311445 | val_loss: 0.0311629 | Time: 71306 ms [2022-02-15 22:37:44 main:574] : INFO : Epoch 1572 | loss: 0.0311452 | val_loss: 0.0311656 | Time: 58475.8 ms [2022-02-15 22:38:44 main:574] : INFO : Epoch 1573 | loss: 0.0311464 | val_loss: 0.0311712 | Time: 60456.8 ms [2022-02-15 22:39:53 main:574] : INFO : Epoch 1574 | loss: 0.0311483 | val_loss: 0.0311644 | Time: 68436 ms [2022-02-15 22:41:05 main:574] : INFO : Epoch 1575 | loss: 0.0311444 | val_loss: 0.0311638 | Time: 72607.3 ms [2022-02-15 22:42:32 main:574] : INFO : Epoch 1576 | loss: 0.0311451 | val_loss: 0.0311634 | Time: 86845.6 ms [2022-02-15 22:43:44 main:574] : INFO : Epoch 1577 | loss: 0.0311445 | val_loss: 0.0311615 | Time: 71925.3 ms [2022-02-15 22:45:12 main:574] : INFO : Epoch 1578 | loss: 0.03114 | val_loss: 0.0311614 | Time: 87062.2 ms [2022-02-15 22:46:23 main:574] : INFO : Epoch 1579 | loss: 0.0311407 | val_loss: 0.0311675 | Time: 70933 ms [2022-02-15 22:47:14 main:574] : INFO : Epoch 1580 | loss: 0.0311406 | val_loss: 0.0311627 | Time: 51537.8 ms [2022-02-15 22:47:41 main:574] : INFO : Epoch 1581 | loss: 0.0311417 | val_loss: 0.0311626 | Time: 26855 ms [2022-02-15 22:48:08 main:574] : INFO : Epoch 1582 | loss: 0.0311413 | val_loss: 0.0311619 | Time: 26886.9 ms [2022-02-15 22:48:35 main:574] : INFO : Epoch 1583 | loss: 0.0311383 | val_loss: 0.0311625 | Time: 26840.8 ms [2022-02-15 22:49:34 main:574] : INFO : Epoch 1584 | loss: 0.0311413 | val_loss: 0.0311614 | Time: 58740.3 ms [2022-02-15 22:50:43 main:574] : INFO : Epoch 1585 | loss: 0.0311399 | val_loss: 0.0311643 | Time: 69015.9 ms [2022-02-15 22:51:37 main:574] : INFO : Epoch 1586 | loss: 0.0311387 | val_loss: 0.031163 | Time: 54022.1 ms [2022-02-15 22:52:49 main:574] : INFO : Epoch 1587 | loss: 0.0311409 | val_loss: 0.0311628 | Time: 72243.9 ms [2022-02-15 22:53:58 main:574] : INFO : Epoch 1588 | loss: 0.0311387 | val_loss: 0.0311656 | Time: 68652.1 ms [2022-02-15 22:55:09 main:574] : INFO : Epoch 1589 | loss: 0.0311402 | val_loss: 0.0311666 | Time: 71246.7 ms [2022-02-15 22:56:16 main:574] : INFO : Epoch 1590 | loss: 0.031143 | val_loss: 0.0311662 | Time: 66112.3 ms [2022-02-15 22:57:46 main:574] : INFO : Epoch 1591 | loss: 0.0311428 | val_loss: 0.0311651 | Time: 89748.1 ms [2022-02-15 22:59:03 main:574] : INFO : Epoch 1592 | loss: 0.0311455 | val_loss: 0.0311644 | Time: 76683.4 ms [2022-02-15 23:00:15 main:574] : INFO : Epoch 1593 | loss: 0.0311464 | val_loss: 0.0311671 | Time: 72056.4 ms [2022-02-15 23:01:25 main:574] : INFO : Epoch 1594 | loss: 0.0311468 | val_loss: 0.0311669 | Time: 70074.6 ms [2022-02-15 23:02:35 main:574] : INFO : Epoch 1595 | loss: 0.0311446 | val_loss: 0.0311673 | Time: 70189.4 ms [2022-02-15 23:03:44 main:574] : INFO : Epoch 1596 | loss: 0.0311433 | val_loss: 0.0311628 | Time: 69068.9 ms [2022-02-15 23:04:57 main:574] : INFO : Epoch 1597 | loss: 0.0311419 | val_loss: 0.0311676 | Time: 72377.9 ms [2022-02-15 23:06:29 main:574] : INFO : Epoch 1598 | loss: 0.0311448 | val_loss: 0.0311626 | Time: 91875.3 ms [2022-02-15 23:07:55 main:574] : INFO : Epoch 1599 | loss: 0.0311432 | val_loss: 0.0311595 | Time: 85619.9 ms [2022-02-15 23:09:06 main:574] : INFO : Epoch 1600 | loss: 0.031141 | val_loss: 0.0311627 | Time: 71148.8 ms [2022-02-15 23:10:27 main:574] : INFO : Epoch 1601 | loss: 0.0311437 | val_loss: 0.0311609 | Time: 80308.8 ms [2022-02-15 23:11:55 main:574] : INFO : Epoch 1602 | loss: 0.0311525 | val_loss: 0.0311741 | Time: 88613.6 ms [2022-02-15 23:13:14 main:574] : INFO : Epoch 1603 | loss: 0.0311634 | val_loss: 0.0311743 | Time: 78621.1 ms [2022-02-15 23:14:25 main:574] : INFO : Epoch 1604 | loss: 0.0311613 | val_loss: 0.0311663 | Time: 71385.8 ms [2022-02-15 23:15:37 main:574] : INFO : Epoch 1605 | loss: 0.0311534 | val_loss: 0.0311656 | Time: 71699.6 ms [2022-02-15 23:17:05 main:574] : INFO : Epoch 1606 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 87543.8 ms [2022-02-15 23:18:26 main:574] : INFO : Epoch 1607 | loss: 0.0311495 | val_loss: 0.0311619 | Time: 80761 ms [2022-02-15 23:19:36 main:574] : INFO : Epoch 1608 | loss: 0.0311482 | val_loss: 0.0311656 | Time: 70428.2 ms [2022-02-15 23:20:52 main:574] : INFO : Epoch 1609 | loss: 0.0311448 | val_loss: 0.0311617 | Time: 75473.1 ms [2022-02-15 23:22:07 main:574] : INFO : Epoch 1610 | loss: 0.0311501 | val_loss: 0.0311653 | Time: 75529.9 ms [2022-02-15 23:23:19 main:574] : INFO : Epoch 1611 | loss: 0.031154 | val_loss: 0.0311632 | Time: 71114.4 ms [2022-02-15 23:24:38 main:574] : INFO : Epoch 1612 | loss: 0.0311495 | val_loss: 0.0311613 | Time: 79691.7 ms [2022-02-15 23:25:28 main:574] : INFO : Epoch 1613 | loss: 0.0311462 | val_loss: 0.0311608 | Time: 49173.2 ms [2022-02-15 23:26:18 main:574] : INFO : Epoch 1614 | loss: 0.0311472 | val_loss: 0.0311649 | Time: 50195.3 ms [2022-02-15 23:27:11 main:574] : INFO : Epoch 1615 | loss: 0.031148 | val_loss: 0.0311612 | Time: 52799.9 ms [2022-02-15 23:28:07 main:574] : INFO : Epoch 1616 | loss: 0.0311463 | val_loss: 0.0311677 | Time: 56479.8 ms [2022-02-15 23:28:59 main:574] : INFO : Epoch 1617 | loss: 0.0311471 | val_loss: 0.0311697 | Time: 51450.8 ms [2022-02-15 23:29:55 main:574] : INFO : Epoch 1618 | loss: 0.0311435 | val_loss: 0.0311652 | Time: 55467.3 ms [2022-02-15 23:30:38 main:574] : INFO : Epoch 1619 | loss: 0.0311467 | val_loss: 0.0311666 | Time: 42750.9 ms [2022-02-15 23:31:27 main:574] : INFO : Epoch 1620 | loss: 0.0311444 | val_loss: 0.031165 | Time: 49714.1 ms [2022-02-15 23:32:29 main:574] : INFO : Epoch 1621 | loss: 0.0311435 | val_loss: 0.0311648 | Time: 61792.9 ms [2022-02-15 23:33:38 main:574] : INFO : Epoch 1622 | loss: 0.0311445 | val_loss: 0.0311653 | Time: 68669.6 ms [2022-02-15 23:34:37 main:574] : INFO : Epoch 1623 | loss: 0.0311451 | val_loss: 0.0311613 | Time: 59405.2 ms [2022-02-15 23:35:38 main:574] : INFO : Epoch 1624 | loss: 0.0311433 | val_loss: 0.0311699 | Time: 60818.7 ms [2022-02-15 23:36:37 main:574] : INFO : Epoch 1625 | loss: 0.0311432 | val_loss: 0.0311665 | Time: 58739.3 ms [2022-02-15 23:37:35 main:574] : INFO : Epoch 1626 | loss: 0.0311402 | val_loss: 0.0311679 | Time: 57502.1 ms [2022-02-15 23:38:18 main:574] : INFO : Epoch 1627 | loss: 0.0311407 | val_loss: 0.0311644 | Time: 43470 ms [2022-02-15 23:38:58 main:574] : INFO : Epoch 1628 | loss: 0.0311411 | val_loss: 0.0311657 | Time: 39645 ms [2022-02-15 23:39:38 main:574] : INFO : Epoch 1629 | loss: 0.0311395 | val_loss: 0.0311643 | Time: 39430.5 ms [2022-02-15 23:40:18 main:574] : INFO : Epoch 1630 | loss: 0.0311382 | val_loss: 0.0311604 | Time: 40560.9 ms [2022-02-15 23:40:59 main:574] : INFO : Epoch 1631 | loss: 0.0311389 | val_loss: 0.0311617 | Time: 41138 ms [2022-02-15 23:41:38 main:574] : INFO : Epoch 1632 | loss: 0.0311468 | val_loss: 0.0311639 | Time: 38661.4 ms [2022-02-15 23:42:17 main:574] : INFO : Epoch 1633 | loss: 0.0311473 | val_loss: 0.0311641 | Time: 39119.3 ms [2022-02-15 23:42:57 main:574] : INFO : Epoch 1634 | loss: 0.0311439 | val_loss: 0.031167 | Time: 39998.8 ms [2022-02-15 23:43:38 main:574] : INFO : Epoch 1635 | loss: 0.0311408 | val_loss: 0.0311644 | Time: 40093.6 ms [2022-02-15 23:44:18 main:574] : INFO : Epoch 1636 | loss: 0.031139 | val_loss: 0.0311624 | Time: 39968.6 ms [2022-02-15 23:44:54 main:574] : INFO : Epoch 1637 | loss: 0.0311376 | val_loss: 0.0311646 | Time: 36604.3 ms [2022-02-15 23:45:29 main:574] : INFO : Epoch 1638 | loss: 0.0311374 | val_loss: 0.0311638 | Time: 34561 ms [2022-02-15 23:46:08 main:574] : INFO : Epoch 1639 | loss: 0.0311361 | val_loss: 0.0311638 | Time: 38811.6 ms [2022-02-15 23:46:44 main:574] : INFO : Epoch 1640 | loss: 0.0311363 | val_loss: 0.0311635 | Time: 35769.4 ms [2022-02-15 23:47:19 main:574] : INFO : Epoch 1641 | loss: 0.0311367 | val_loss: 0.0311696 | Time: 35279.5 ms [2022-02-15 23:47:58 main:574] : INFO : Epoch 1642 | loss: 0.0311382 | val_loss: 0.031163 | Time: 39216.6 ms [2022-02-15 23:48:38 main:574] : INFO : Epoch 1643 | loss: 0.0311375 | val_loss: 0.0311685 | Time: 39133.9 ms [2022-02-15 23:49:14 main:574] : INFO : Epoch 1644 | loss: 0.0311399 | val_loss: 0.0311632 | Time: 36276.8 ms [2022-02-15 23:50:11 main:574] : INFO : Epoch 1645 | loss: 0.0311509 | val_loss: 0.031165 | Time: 54768.8 ms [2022-02-15 23:50:51 main:574] : INFO : Epoch 1646 | loss: 0.0311473 | val_loss: 0.0311587 | Time: 40491.3 ms [2022-02-15 23:51:31 main:574] : INFO : Epoch 1647 | loss: 0.0311421 | val_loss: 0.0311603 | Time: 40015 ms [2022-02-15 23:52:02 main:574] : INFO : Epoch 1648 | loss: 0.0311411 | val_loss: 0.0311613 | Time: 30356.6 ms [2022-02-15 23:52:42 main:574] : INFO : Epoch 1649 | loss: 0.03114 | val_loss: 0.0311597 | Time: 39647.8 ms [2022-02-15 23:53:21 main:574] : INFO : Epoch 1650 | loss: 0.0311405 | val_loss: 0.0311672 | Time: 39017.3 ms [2022-02-15 23:53:56 main:574] : INFO : Epoch 1651 | loss: 0.0311415 | val_loss: 0.0311607 | Time: 34935.1 ms [2022-02-15 23:54:32 main:574] : INFO : Epoch 1652 | loss: 0.0311369 | val_loss: 0.0311614 | Time: 35865.6 ms [2022-02-15 23:55:11 main:574] : INFO : Epoch 1653 | loss: 0.0311395 | val_loss: 0.0311584 | Time: 39551.8 ms [2022-02-15 23:55:46 main:574] : INFO : Epoch 1654 | loss: 0.0311394 | val_loss: 0.0311645 | Time: 34630.6 ms [2022-02-15 23:56:22 main:574] : INFO : Epoch 1655 | loss: 0.0311384 | val_loss: 0.0311611 | Time: 35653.8 ms [2022-02-15 23:57:01 main:574] : INFO : Epoch 1656 | loss: 0.0311401 | val_loss: 0.0311583 | Time: 39138.9 ms [2022-02-15 23:57:36 main:574] : INFO : Epoch 1657 | loss: 0.0311386 | val_loss: 0.03116 | Time: 35044.5 ms [2022-02-15 23:58:13 main:574] : INFO : Epoch 1658 | loss: 0.0311388 | val_loss: 0.0311612 | Time: 36591.2 ms [2022-02-15 23:58:51 main:574] : INFO : Epoch 1659 | loss: 0.0311399 | val_loss: 0.0311633 | Time: 38372.3 ms [2022-02-15 23:59:31 main:574] : INFO : Epoch 1660 | loss: 0.0311371 | val_loss: 0.0311633 | Time: 39794.6 ms [2022-02-16 00:00:07 main:574] : INFO : Epoch 1661 | loss: 0.0311384 | val_loss: 0.0311624 | Time: 35672.1 ms [2022-02-16 00:01:00 main:574] : INFO : Epoch 1662 | loss: 0.0311483 | val_loss: 0.0311595 | Time: 53055.9 ms [2022-02-16 00:01:52 main:574] : INFO : Epoch 1663 | loss: 0.0311471 | val_loss: 0.0311621 | Time: 51893.2 ms [2022-02-16 00:02:43 main:574] : INFO : Epoch 1664 | loss: 0.0311458 | val_loss: 0.0311627 | Time: 50420.7 ms [2022-02-16 00:03:33 main:574] : INFO : Epoch 1665 | loss: 0.0311454 | val_loss: 0.0311622 | Time: 50379.1 ms [2022-02-16 00:04:31 main:574] : INFO : Epoch 1666 | loss: 0.0311462 | val_loss: 0.0311641 | Time: 57631.9 ms [2022-02-16 00:05:17 main:574] : INFO : Epoch 1667 | loss: 0.0311449 | val_loss: 0.0311609 | Time: 45905.9 ms [2022-02-16 00:06:14 main:574] : INFO : Epoch 1668 | loss: 0.0311446 | val_loss: 0.0311583 | Time: 56670.8 ms [2022-02-16 00:06:55 main:574] : INFO : Epoch 1669 | loss: 0.0311434 | val_loss: 0.0311588 | Time: 40981.7 ms [2022-02-16 00:07:42 main:574] : INFO : Epoch 1670 | loss: 0.0311439 | val_loss: 0.03116 | Time: 47148.3 ms [2022-02-16 00:08:43 main:574] : INFO : Epoch 1671 | loss: 0.0311442 | val_loss: 0.0311605 | Time: 60849.1 ms [2022-02-16 00:09:33 main:574] : INFO : Epoch 1672 | loss: 0.0311435 | val_loss: 0.0311581 | Time: 50112.4 ms [2022-02-16 00:10:34 main:574] : INFO : Epoch 1673 | loss: 0.0311417 | val_loss: 0.0311598 | Time: 60744.2 ms [2022-02-16 00:11:33 main:574] : INFO : Epoch 1674 | loss: 0.0311435 | val_loss: 0.0311626 | Time: 58745.5 ms [2022-02-16 00:12:43 main:574] : INFO : Epoch 1675 | loss: 0.0311437 | val_loss: 0.0311622 | Time: 70194.5 ms [2022-02-16 00:13:43 main:574] : INFO : Epoch 1676 | loss: 0.0311412 | val_loss: 0.031162 | Time: 59780.2 ms [2022-02-16 00:14:41 main:574] : INFO : Epoch 1677 | loss: 0.0311428 | val_loss: 0.0311596 | Time: 57862.7 ms [2022-02-16 00:15:42 main:574] : INFO : Epoch 1678 | loss: 0.0311401 | val_loss: 0.0311605 | Time: 61203.9 ms [2022-02-16 00:16:45 main:574] : INFO : Epoch 1679 | loss: 0.0311398 | val_loss: 0.031157 | Time: 62174.2 ms [2022-02-16 00:17:45 main:574] : INFO : Epoch 1680 | loss: 0.0311387 | val_loss: 0.0311577 | Time: 59890.7 ms [2022-02-16 00:18:43 main:574] : INFO : Epoch 1681 | loss: 0.0311434 | val_loss: 0.0311592 | Time: 57924.1 ms [2022-02-16 00:19:42 main:574] : INFO : Epoch 1682 | loss: 0.0311459 | val_loss: 0.0311585 | Time: 59322.3 ms [2022-02-16 00:20:34 main:574] : INFO : Epoch 1683 | loss: 0.0311421 | val_loss: 0.0311647 | Time: 52335.1 ms [2022-02-16 00:21:34 main:574] : INFO : Epoch 1684 | loss: 0.0311408 | val_loss: 0.0311587 | Time: 59546.5 ms [2022-02-16 00:22:23 main:574] : INFO : Epoch 1685 | loss: 0.0311422 | val_loss: 0.031164 | Time: 48974.7 ms [2022-02-16 00:22:44 main:574] : INFO : Epoch 1686 | loss: 0.0311449 | val_loss: 0.0311604 | Time: 20932.5 ms [2022-02-16 00:23:06 main:574] : INFO : Epoch 1687 | loss: 0.0311426 | val_loss: 0.031158 | Time: 22281.8 ms [2022-02-16 00:23:28 main:574] : INFO : Epoch 1688 | loss: 0.0311393 | val_loss: 0.0311619 | Time: 21750.2 ms [2022-02-16 00:24:14 main:574] : INFO : Epoch 1689 | loss: 0.031141 | val_loss: 0.031161 | Time: 45357.4 ms [2022-02-16 00:25:16 main:574] : INFO : Epoch 1690 | loss: 0.0311393 | val_loss: 0.0311617 | Time: 62131.8 ms [2022-02-16 00:26:13 main:574] : INFO : Epoch 1691 | loss: 0.0311392 | val_loss: 0.0311647 | Time: 57407.7 ms [2022-02-16 00:27:13 main:574] : INFO : Epoch 1692 | loss: 0.0311409 | val_loss: 0.0311593 | Time: 59776 ms [2022-02-16 00:28:05 main:574] : INFO : Epoch 1693 | loss: 0.0311434 | val_loss: 0.0311642 | Time: 51578.7 ms [2022-02-16 00:28:56 main:574] : INFO : Epoch 1694 | loss: 0.0311404 | val_loss: 0.0311623 | Time: 50835.2 ms [2022-02-16 00:29:54 main:574] : INFO : Epoch 1695 | loss: 0.0311407 | val_loss: 0.0311658 | Time: 58463.1 ms [2022-02-16 00:30:45 main:574] : INFO : Epoch 1696 | loss: 0.0311401 | val_loss: 0.0311657 | Time: 51010.1 ms [2022-02-16 00:31:44 main:574] : INFO : Epoch 1697 | loss: 0.0311393 | val_loss: 0.0311615 | Time: 58975.9 ms [2022-02-16 00:32:44 main:574] : INFO : Epoch 1698 | loss: 0.0311388 | val_loss: 0.0311616 | Time: 59786.7 ms [2022-02-16 00:33:39 main:574] : INFO : Epoch 1699 | loss: 0.0311398 | val_loss: 0.0311576 | Time: 54460.7 ms [2022-02-16 00:34:45 main:574] : INFO : Epoch 1700 | loss: 0.0311383 | val_loss: 0.0311593 | Time: 65958.4 ms [2022-02-16 00:35:45 main:574] : INFO : Epoch 1701 | loss: 0.0311414 | val_loss: 0.0311606 | Time: 59672.9 ms [2022-02-16 00:36:35 main:574] : INFO : Epoch 1702 | loss: 0.031139 | val_loss: 0.0311593 | Time: 50047.1 ms [2022-02-16 00:37:38 main:574] : INFO : Epoch 1703 | loss: 0.0311379 | val_loss: 0.0311624 | Time: 62893.4 ms [2022-02-16 00:38:45 main:574] : INFO : Epoch 1704 | loss: 0.0311363 | val_loss: 0.0311592 | Time: 67438.4 ms [2022-02-16 00:39:35 main:574] : INFO : Epoch 1705 | loss: 0.0311358 | val_loss: 0.0311588 | Time: 49421 ms [2022-02-16 00:40:26 main:574] : INFO : Epoch 1706 | loss: 0.0311372 | val_loss: 0.0311676 | Time: 51469.8 ms [2022-02-16 00:41:26 main:574] : INFO : Epoch 1707 | loss: 0.031138 | val_loss: 0.0311659 | Time: 59934.4 ms [2022-02-16 00:42:27 main:574] : INFO : Epoch 1708 | loss: 0.0311399 | val_loss: 0.0311589 | Time: 60740.1 ms [2022-02-16 00:43:34 main:574] : INFO : Epoch 1709 | loss: 0.0311461 | val_loss: 0.031166 | Time: 67213.8 ms [2022-02-16 00:44:27 main:574] : INFO : Epoch 1710 | loss: 0.0311418 | val_loss: 0.0311629 | Time: 52151.7 ms [2022-02-16 00:45:26 main:574] : INFO : Epoch 1711 | loss: 0.0311396 | val_loss: 0.0311605 | Time: 59397.3 ms [2022-02-16 00:46:19 main:574] : INFO : Epoch 1712 | loss: 0.031139 | val_loss: 0.0311591 | Time: 52933.7 ms [2022-02-16 00:47:17 main:574] : INFO : Epoch 1713 | loss: 0.031137 | val_loss: 0.0311631 | Time: 57229 ms [2022-02-16 00:48:17 main:574] : INFO : Epoch 1714 | loss: 0.0311367 | val_loss: 0.0311627 | Time: 60117.7 ms [2022-02-16 00:49:17 main:574] : INFO : Epoch 1715 | loss: 0.0311355 | val_loss: 0.0311682 | Time: 60479.1 ms [2022-02-16 00:50:16 main:574] : INFO : Epoch 1716 | loss: 0.0311354 | val_loss: 0.0311625 | Time: 58469.5 ms [2022-02-16 00:51:09 main:574] : INFO : Epoch 1717 | loss: 0.0311386 | val_loss: 0.0311652 | Time: 52821 ms [2022-02-16 00:51:57 main:574] : INFO : Epoch 1718 | loss: 0.031144 | val_loss: 0.0311689 | Time: 48247.9 ms [2022-02-16 00:52:49 main:574] : INFO : Epoch 1719 | loss: 0.0311406 | val_loss: 0.0311641 | Time: 51834.8 ms [2022-02-16 00:53:51 main:574] : INFO : Epoch 1720 | loss: 0.0311378 | val_loss: 0.0311605 | Time: 61566.4 ms [2022-02-16 00:54:48 main:574] : INFO : Epoch 1721 | loss: 0.0311368 | val_loss: 0.0311598 | Time: 57107.5 ms [2022-02-16 00:55:49 main:574] : INFO : Epoch 1722 | loss: 0.031137 | val_loss: 0.0311593 | Time: 60706.9 ms [2022-02-16 00:56:48 main:574] : INFO : Epoch 1723 | loss: 0.0311357 | val_loss: 0.0311573 | Time: 59144.5 ms [2022-02-16 00:57:41 main:574] : INFO : Epoch 1724 | loss: 0.031136 | val_loss: 0.03116 | Time: 53496.9 ms [2022-02-16 00:58:39 main:574] : INFO : Epoch 1725 | loss: 0.0311364 | val_loss: 0.0311687 | Time: 57400.7 ms [2022-02-16 00:59:37 main:574] : INFO : Epoch 1726 | loss: 0.031138 | val_loss: 0.0311608 | Time: 58077.7 ms [2022-02-16 01:00:29 main:574] : INFO : Epoch 1727 | loss: 0.0311347 | val_loss: 0.0311642 | Time: 52167.2 ms [2022-02-16 01:01:38 main:574] : INFO : Epoch 1728 | loss: 0.031134 | val_loss: 0.0311671 | Time: 68131.1 ms [2022-02-16 01:02:37 main:574] : INFO : Epoch 1729 | loss: 0.0311337 | val_loss: 0.0311684 | Time: 58855 ms [2022-02-16 01:03:30 main:574] : INFO : Epoch 1730 | loss: 0.0311317 | val_loss: 0.0311611 | Time: 52988.5 ms [2022-02-16 01:04:39 main:574] : INFO : Epoch 1731 | loss: 0.0311337 | val_loss: 0.0311601 | Time: 69618.3 ms [2022-02-16 01:05:43 main:574] : INFO : Epoch 1732 | loss: 0.031133 | val_loss: 0.0311602 | Time: 63953.5 ms [2022-02-16 01:06:47 main:574] : INFO : Epoch 1733 | loss: 0.0311368 | val_loss: 0.0311657 | Time: 63689.6 ms [2022-02-16 01:07:41 main:574] : INFO : Epoch 1734 | loss: 0.0311415 | val_loss: 0.0311644 | Time: 53805.7 ms [2022-02-16 01:08:43 main:574] : INFO : Epoch 1735 | loss: 0.0311374 | val_loss: 0.0311645 | Time: 61834.9 ms [2022-02-16 01:09:40 main:574] : INFO : Epoch 1736 | loss: 0.031134 | val_loss: 0.0311627 | Time: 57063.7 ms [2022-02-16 01:10:39 main:574] : INFO : Epoch 1737 | loss: 0.0311364 | val_loss: 0.0311664 | Time: 58371.4 ms [2022-02-16 01:11:30 main:574] : INFO : Epoch 1738 | loss: 0.0311393 | val_loss: 0.0311641 | Time: 51090.2 ms [2022-02-16 01:12:29 main:574] : INFO : Epoch 1739 | loss: 0.0311403 | val_loss: 0.0311623 | Time: 59478.7 ms [2022-02-16 01:13:35 main:574] : INFO : Epoch 1740 | loss: 0.0311371 | val_loss: 0.0311631 | Time: 66001.4 ms [2022-02-16 01:14:39 main:574] : INFO : Epoch 1741 | loss: 0.031134 | val_loss: 0.0311668 | Time: 63306.2 ms [2022-02-16 01:15:39 main:574] : INFO : Epoch 1742 | loss: 0.0311343 | val_loss: 0.0311632 | Time: 60376 ms [2022-02-16 01:16:30 main:574] : INFO : Epoch 1743 | loss: 0.0311334 | val_loss: 0.031161 | Time: 50079.2 ms [2022-02-16 01:17:21 main:574] : INFO : Epoch 1744 | loss: 0.0311345 | val_loss: 0.031166 | Time: 51750 ms [2022-02-16 01:18:19 main:574] : INFO : Epoch 1745 | loss: 0.0311342 | val_loss: 0.0311581 | Time: 57490.2 ms [2022-02-16 01:19:09 main:574] : INFO : Epoch 1746 | loss: 0.0311371 | val_loss: 0.031169 | Time: 49939.1 ms [2022-02-16 01:19:49 main:574] : INFO : Epoch 1747 | loss: 0.0311342 | val_loss: 0.0311625 | Time: 40031.4 ms [2022-02-16 01:20:29 main:574] : INFO : Epoch 1748 | loss: 0.0311323 | val_loss: 0.0311622 | Time: 39897.6 ms [2022-02-16 01:21:09 main:574] : INFO : Epoch 1749 | loss: 0.0311321 | val_loss: 0.0311678 | Time: 39829.7 ms [2022-02-16 01:21:49 main:574] : INFO : Epoch 1750 | loss: 0.0311308 | val_loss: 0.0311602 | Time: 39834 ms [2022-02-16 01:22:20 main:574] : INFO : Epoch 1751 | loss: 0.031134 | val_loss: 0.0311632 | Time: 31032.1 ms [2022-02-16 01:22:59 main:574] : INFO : Epoch 1752 | loss: 0.0311348 | val_loss: 0.0311629 | Time: 38851.6 ms [2022-02-16 01:23:40 main:574] : INFO : Epoch 1753 | loss: 0.0311379 | val_loss: 0.0311631 | Time: 40577.4 ms [2022-02-16 01:24:15 main:574] : INFO : Epoch 1754 | loss: 0.0311404 | val_loss: 0.0311617 | Time: 35028.5 ms [2022-02-16 01:24:50 main:574] : INFO : Epoch 1755 | loss: 0.0311369 | val_loss: 0.0311576 | Time: 35460.4 ms [2022-02-16 01:25:30 main:574] : INFO : Epoch 1756 | loss: 0.0311385 | val_loss: 0.0311666 | Time: 38961.6 ms [2022-02-16 01:26:09 main:574] : INFO : Epoch 1757 | loss: 0.031137 | val_loss: 0.0311648 | Time: 39409.2 ms [2022-02-16 01:26:43 main:574] : INFO : Epoch 1758 | loss: 0.0311353 | val_loss: 0.0311673 | Time: 33500 ms [2022-02-16 01:27:20 main:574] : INFO : Epoch 1759 | loss: 0.0311331 | val_loss: 0.0311624 | Time: 37401.8 ms [2022-02-16 01:28:00 main:574] : INFO : Epoch 1760 | loss: 0.0311311 | val_loss: 0.031159 | Time: 40038.5 ms [2022-02-16 01:28:35 main:574] : INFO : Epoch 1761 | loss: 0.0311305 | val_loss: 0.0311573 | Time: 34673.1 ms [2022-02-16 01:29:10 main:574] : INFO : Epoch 1762 | loss: 0.0311342 | val_loss: 0.0311616 | Time: 35170.2 ms [2022-02-16 01:29:50 main:574] : INFO : Epoch 1763 | loss: 0.0311365 | val_loss: 0.0311602 | Time: 39317.4 ms [2022-02-16 01:30:25 main:574] : INFO : Epoch 1764 | loss: 0.0311376 | val_loss: 0.0311626 | Time: 35618.2 ms [2022-02-16 01:31:05 main:574] : INFO : Epoch 1765 | loss: 0.0311372 | val_loss: 0.0311598 | Time: 39793.3 ms [2022-02-16 01:31:41 main:574] : INFO : Epoch 1766 | loss: 0.0311374 | val_loss: 0.0311618 | Time: 35766.4 ms [2022-02-16 01:32:20 main:574] : INFO : Epoch 1767 | loss: 0.031135 | val_loss: 0.0311616 | Time: 39134.9 ms [2022-02-16 01:32:59 main:574] : INFO : Epoch 1768 | loss: 0.0311348 | val_loss: 0.03116 | Time: 38857.3 ms [2022-02-16 01:33:35 main:574] : INFO : Epoch 1769 | loss: 0.0311337 | val_loss: 0.0311572 | Time: 35838.1 ms [2022-02-16 01:34:20 main:574] : INFO : Epoch 1770 | loss: 0.0311334 | val_loss: 0.0311621 | Time: 45267.5 ms [2022-02-16 01:35:11 main:574] : INFO : Epoch 1771 | loss: 0.0311318 | val_loss: 0.0311586 | Time: 50467.2 ms [2022-02-16 01:35:51 main:574] : INFO : Epoch 1772 | loss: 0.0311371 | val_loss: 0.0311659 | Time: 39537.5 ms [2022-02-16 01:36:30 main:574] : INFO : Epoch 1773 | loss: 0.0311396 | val_loss: 0.0311633 | Time: 38980 ms [2022-02-16 01:37:06 main:574] : INFO : Epoch 1774 | loss: 0.0311357 | val_loss: 0.0311617 | Time: 36083.2 ms [2022-02-16 01:37:41 main:574] : INFO : Epoch 1775 | loss: 0.0311336 | val_loss: 0.0311692 | Time: 34636.4 ms [2022-02-16 01:38:21 main:574] : INFO : Epoch 1776 | loss: 0.0311357 | val_loss: 0.031174 | Time: 40054.2 ms [2022-02-16 01:39:00 main:574] : INFO : Epoch 1777 | loss: 0.0311361 | val_loss: 0.0311624 | Time: 39706.9 ms [2022-02-16 01:39:40 main:574] : INFO : Epoch 1778 | loss: 0.0311328 | val_loss: 0.0311594 | Time: 39618.5 ms [2022-02-16 01:40:20 main:574] : INFO : Epoch 1779 | loss: 0.0311326 | val_loss: 0.0311579 | Time: 39658.8 ms [2022-02-16 01:40:56 main:574] : INFO : Epoch 1780 | loss: 0.0311343 | val_loss: 0.0311579 | Time: 35652.6 ms [2022-02-16 01:41:31 main:574] : INFO : Epoch 1781 | loss: 0.0311354 | val_loss: 0.0311664 | Time: 35090.4 ms [2022-02-16 01:42:10 main:574] : INFO : Epoch 1782 | loss: 0.0311345 | val_loss: 0.0311594 | Time: 39469.8 ms [2022-02-16 01:42:46 main:574] : INFO : Epoch 1783 | loss: 0.0311334 | val_loss: 0.0311576 | Time: 35157.8 ms [2022-02-16 01:43:22 main:574] : INFO : Epoch 1784 | loss: 0.0311326 | val_loss: 0.0311663 | Time: 36549 ms [2022-02-16 01:44:01 main:574] : INFO : Epoch 1785 | loss: 0.0311339 | val_loss: 0.0311622 | Time: 38828.2 ms [2022-02-16 01:44:41 main:574] : INFO : Epoch 1786 | loss: 0.0311341 | val_loss: 0.0311633 | Time: 39808.9 ms [2022-02-16 01:45:21 main:574] : INFO : Epoch 1787 | loss: 0.0311344 | val_loss: 0.031161 | Time: 39637.7 ms [2022-02-16 01:45:56 main:574] : INFO : Epoch 1788 | loss: 0.0311313 | val_loss: 0.031157 | Time: 34954.7 ms [2022-02-16 01:46:17 main:574] : INFO : Epoch 1789 | loss: 0.0311344 | val_loss: 0.0311602 | Time: 20981.9 ms [2022-02-16 01:46:37 main:574] : INFO : Epoch 1790 | loss: 0.0311339 | val_loss: 0.0311612 | Time: 20541.2 ms [2022-02-16 01:47:00 main:574] : INFO : Epoch 1791 | loss: 0.0311309 | val_loss: 0.03116 | Time: 22394.3 ms [2022-02-16 01:47:36 main:574] : INFO : Epoch 1792 | loss: 0.031135 | val_loss: 0.0311637 | Time: 36184.8 ms [2022-02-16 01:48:21 main:574] : INFO : Epoch 1793 | loss: 0.0311351 | val_loss: 0.0311673 | Time: 44799.6 ms [2022-02-16 01:49:00 main:574] : INFO : Epoch 1794 | loss: 0.0311356 | val_loss: 0.0311587 | Time: 39085.3 ms [2022-02-16 01:49:36 main:574] : INFO : Epoch 1795 | loss: 0.0311356 | val_loss: 0.0311561 | Time: 35812.3 ms [2022-02-16 01:50:11 main:574] : INFO : Epoch 1796 | loss: 0.0311373 | val_loss: 0.0311623 | Time: 35232.6 ms [2022-02-16 01:50:52 main:574] : INFO : Epoch 1797 | loss: 0.031136 | val_loss: 0.0311603 | Time: 40441.7 ms [2022-02-16 01:51:32 main:574] : INFO : Epoch 1798 | loss: 0.0311353 | val_loss: 0.0311587 | Time: 39618.6 ms [2022-02-16 01:52:02 main:574] : INFO : Epoch 1799 | loss: 0.0311344 | val_loss: 0.0311595 | Time: 30171.5 ms [2022-02-16 01:52:41 main:574] : INFO : Epoch 1800 | loss: 0.0311324 | val_loss: 0.0311589 | Time: 39464.5 ms [2022-02-16 01:53:18 main:574] : INFO : Epoch 1801 | loss: 0.0311343 | val_loss: 0.0311584 | Time: 36545.6 ms [2022-02-16 01:53:56 main:574] : INFO : Epoch 1802 | loss: 0.0311323 | val_loss: 0.0311575 | Time: 37957.9 ms [2022-02-16 01:54:32 main:574] : INFO : Epoch 1803 | loss: 0.031133 | val_loss: 0.0311585 | Time: 36016.5 ms [2022-02-16 01:55:12 main:574] : INFO : Epoch 1804 | loss: 0.0311371 | val_loss: 0.0311661 | Time: 39690.3 ms [2022-02-16 01:55:48 main:574] : INFO : Epoch 1805 | loss: 0.0311397 | val_loss: 0.0311585 | Time: 36228 ms [2022-02-16 01:56:23 main:574] : INFO : Epoch 1806 | loss: 0.0311371 | val_loss: 0.0311575 | Time: 34475.2 ms [2022-02-16 01:57:02 main:574] : INFO : Epoch 1807 | loss: 0.0311348 | val_loss: 0.0311566 | Time: 39070.8 ms [2022-02-16 01:57:41 main:574] : INFO : Epoch 1808 | loss: 0.0311335 | val_loss: 0.031162 | Time: 38540.4 ms [2022-02-16 01:58:14 main:574] : INFO : Epoch 1809 | loss: 0.0311429 | val_loss: 0.0311586 | Time: 33272 ms [2022-02-16 01:58:53 main:574] : INFO : Epoch 1810 | loss: 0.0311409 | val_loss: 0.0311565 | Time: 38440.8 ms [2022-02-16 01:59:32 main:574] : INFO : Epoch 1811 | loss: 0.0311382 | val_loss: 0.0311581 | Time: 39437.4 ms [2022-02-16 02:00:07 main:574] : INFO : Epoch 1812 | loss: 0.0311361 | val_loss: 0.0311654 | Time: 34868.5 ms [2022-02-16 02:00:54 main:574] : INFO : Epoch 1813 | loss: 0.0311379 | val_loss: 0.0311616 | Time: 46949.1 ms [2022-02-16 02:01:54 main:574] : INFO : Epoch 1814 | loss: 0.0311339 | val_loss: 0.0311593 | Time: 59375.4 ms [2022-02-16 02:03:02 main:574] : INFO : Epoch 1815 | loss: 0.0311375 | val_loss: 0.0311632 | Time: 68647.2 ms [2022-02-16 02:03:57 main:574] : INFO : Epoch 1816 | loss: 0.0311354 | val_loss: 0.0311585 | Time: 55035.5 ms [2022-02-16 02:04:54 main:574] : INFO : Epoch 1817 | loss: 0.0311363 | val_loss: 0.0311626 | Time: 56887 ms [2022-02-16 02:05:54 main:574] : INFO : Epoch 1818 | loss: 0.031134 | val_loss: 0.0311581 | Time: 59389.7 ms [2022-02-16 02:06:50 main:574] : INFO : Epoch 1819 | loss: 0.0311337 | val_loss: 0.0311592 | Time: 56023.8 ms [2022-02-16 02:07:37 main:574] : INFO : Epoch 1820 | loss: 0.0311309 | val_loss: 0.0311576 | Time: 47072.1 ms [2022-02-16 02:08:33 main:574] : INFO : Epoch 1821 | loss: 0.0311311 | val_loss: 0.0311599 | Time: 55783.8 ms [2022-02-16 02:09:24 main:574] : INFO : Epoch 1822 | loss: 0.0311312 | val_loss: 0.0311622 | Time: 50530.4 ms [2022-02-16 02:10:24 main:574] : INFO : Epoch 1823 | loss: 0.0311336 | val_loss: 0.0311578 | Time: 60136.9 ms [2022-02-16 02:11:16 main:574] : INFO : Epoch 1824 | loss: 0.0311373 | val_loss: 0.0311651 | Time: 51656.1 ms [2022-02-16 02:12:15 main:574] : INFO : Epoch 1825 | loss: 0.0311402 | val_loss: 0.0311623 | Time: 58952.3 ms [2022-02-16 02:13:30 main:574] : INFO : Epoch 1826 | loss: 0.0311416 | val_loss: 0.031165 | Time: 74855.3 ms [2022-02-16 02:14:24 main:574] : INFO : Epoch 1827 | loss: 0.0311427 | val_loss: 0.0311608 | Time: 54494.6 ms [2022-02-16 02:15:14 main:574] : INFO : Epoch 1828 | loss: 0.0311418 | val_loss: 0.0311632 | Time: 50058.5 ms [2022-02-16 02:16:04 main:574] : INFO : Epoch 1829 | loss: 0.0311431 | val_loss: 0.0311647 | Time: 49750.1 ms [2022-02-16 02:16:54 main:574] : INFO : Epoch 1830 | loss: 0.0311418 | val_loss: 0.0311614 | Time: 49842.9 ms [2022-02-16 02:17:54 main:574] : INFO : Epoch 1831 | loss: 0.0311381 | val_loss: 0.0311638 | Time: 60175.1 ms [2022-02-16 02:18:56 main:574] : INFO : Epoch 1832 | loss: 0.0311432 | val_loss: 0.0311634 | Time: 61447.3 ms [2022-02-16 02:19:45 main:574] : INFO : Epoch 1833 | loss: 0.03114 | val_loss: 0.0311658 | Time: 49388.2 ms [2022-02-16 02:20:40 main:574] : INFO : Epoch 1834 | loss: 0.0311397 | val_loss: 0.0311589 | Time: 54728.4 ms [2022-02-16 02:21:27 main:574] : INFO : Epoch 1835 | loss: 0.0311372 | val_loss: 0.0311704 | Time: 46692.7 ms [2022-02-16 02:22:18 main:574] : INFO : Epoch 1836 | loss: 0.0311511 | val_loss: 0.0312121 | Time: 51136 ms [2022-02-16 02:23:13 main:574] : INFO : Epoch 1837 | loss: 0.0311749 | val_loss: 0.0312023 | Time: 54907.3 ms [2022-02-16 02:24:05 main:574] : INFO : Epoch 1838 | loss: 0.031153 | val_loss: 0.0311634 | Time: 51838.1 ms [2022-02-16 02:24:56 main:574] : INFO : Epoch 1839 | loss: 0.0311399 | val_loss: 0.0311621 | Time: 51226.4 ms [2022-02-16 02:25:56 main:574] : INFO : Epoch 1840 | loss: 0.0311345 | val_loss: 0.0311603 | Time: 59456.4 ms [2022-02-16 02:26:45 main:574] : INFO : Epoch 1841 | loss: 0.0311358 | val_loss: 0.0311591 | Time: 49550.3 ms [2022-02-16 02:27:45 main:574] : INFO : Epoch 1842 | loss: 0.0311339 | val_loss: 0.0311638 | Time: 59651.8 ms [2022-02-16 02:28:35 main:574] : INFO : Epoch 1843 | loss: 0.031134 | val_loss: 0.0311609 | Time: 49606.2 ms [2022-02-16 02:29:25 main:574] : INFO : Epoch 1844 | loss: 0.0311335 | val_loss: 0.0311594 | Time: 50439.1 ms [2022-02-16 02:30:15 main:574] : INFO : Epoch 1845 | loss: 0.0311362 | val_loss: 0.0311578 | Time: 50020.2 ms [2022-02-16 02:31:06 main:574] : INFO : Epoch 1846 | loss: 0.031135 | val_loss: 0.0311612 | Time: 50471.3 ms [2022-02-16 02:32:06 main:574] : INFO : Epoch 1847 | loss: 0.0311354 | val_loss: 0.0311601 | Time: 60151.3 ms [2022-02-16 02:32:55 main:574] : INFO : Epoch 1848 | loss: 0.0311354 | val_loss: 0.031169 | Time: 48973 ms [2022-02-16 02:33:45 main:574] : INFO : Epoch 1849 | loss: 0.0311376 | val_loss: 0.0311604 | Time: 50107.2 ms [2022-02-16 02:34:36 main:574] : INFO : Epoch 1850 | loss: 0.0311355 | val_loss: 0.031157 | Time: 50078.6 ms [2022-02-16 02:35:36 main:574] : INFO : Epoch 1851 | loss: 0.0311346 | val_loss: 0.0311625 | Time: 59955.9 ms [2022-02-16 02:36:36 main:574] : INFO : Epoch 1852 | loss: 0.031132 | val_loss: 0.0311594 | Time: 60124.8 ms [2022-02-16 02:37:35 main:574] : INFO : Epoch 1853 | loss: 0.0311331 | val_loss: 0.0311633 | Time: 59561.2 ms [2022-02-16 02:38:36 main:574] : INFO : Epoch 1854 | loss: 0.0311359 | val_loss: 0.0311592 | Time: 60683.6 ms [2022-02-16 02:39:26 main:574] : INFO : Epoch 1855 | loss: 0.0311351 | val_loss: 0.0311608 | Time: 49778.4 ms [2022-02-16 02:40:27 main:574] : INFO : Epoch 1856 | loss: 0.0311341 | val_loss: 0.0311557 | Time: 61192 ms [2022-02-16 02:41:26 main:574] : INFO : Epoch 1857 | loss: 0.031134 | val_loss: 0.0311611 | Time: 58804.3 ms [2022-02-16 02:42:26 main:574] : INFO : Epoch 1858 | loss: 0.0311336 | val_loss: 0.0311616 | Time: 60049.8 ms [2022-02-16 02:43:27 main:574] : INFO : Epoch 1859 | loss: 0.0311332 | val_loss: 0.0311579 | Time: 60917.8 ms [2022-02-16 02:44:26 main:574] : INFO : Epoch 1860 | loss: 0.0311358 | val_loss: 0.0311596 | Time: 58223.2 ms [2022-02-16 02:45:18 main:574] : INFO : Epoch 1861 | loss: 0.0311366 | val_loss: 0.0311601 | Time: 52353.4 ms [2022-02-16 02:46:15 main:574] : INFO : Epoch 1862 | loss: 0.0311391 | val_loss: 0.03116 | Time: 56529.3 ms [2022-02-16 02:47:09 main:574] : INFO : Epoch 1863 | loss: 0.0311408 | val_loss: 0.0311581 | Time: 54418.1 ms [2022-02-16 02:48:08 main:574] : INFO : Epoch 1864 | loss: 0.031138 | val_loss: 0.0311565 | Time: 59261.1 ms [2022-02-16 02:49:07 main:574] : INFO : Epoch 1865 | loss: 0.0311364 | val_loss: 0.0311615 | Time: 58938.2 ms [2022-02-16 02:50:06 main:574] : INFO : Epoch 1866 | loss: 0.0311359 | val_loss: 0.0311576 | Time: 58323.2 ms [2022-02-16 02:51:07 main:574] : INFO : Epoch 1867 | loss: 0.0311349 | val_loss: 0.0311603 | Time: 61125.3 ms [2022-02-16 02:52:04 main:574] : INFO : Epoch 1868 | loss: 0.0311334 | val_loss: 0.0311643 | Time: 56716.8 ms [2022-02-16 02:52:58 main:574] : INFO : Epoch 1869 | loss: 0.0311368 | val_loss: 0.0311612 | Time: 53840.2 ms [2022-02-16 02:53:57 main:574] : INFO : Epoch 1870 | loss: 0.0311326 | val_loss: 0.0311598 | Time: 59186.6 ms [2022-02-16 02:54:48 main:574] : INFO : Epoch 1871 | loss: 0.031132 | val_loss: 0.0311603 | Time: 50937.3 ms [2022-02-16 02:55:38 main:574] : INFO : Epoch 1872 | loss: 0.0311328 | val_loss: 0.031163 | Time: 50284.1 ms [2022-02-16 02:56:38 main:574] : INFO : Epoch 1873 | loss: 0.0311371 | val_loss: 0.0311651 | Time: 59355.4 ms [2022-02-16 02:57:36 main:574] : INFO : Epoch 1874 | loss: 0.0311362 | val_loss: 0.0311581 | Time: 58499.3 ms [2022-02-16 02:58:39 main:574] : INFO : Epoch 1875 | loss: 0.0311345 | val_loss: 0.031161 | Time: 62222.3 ms [2022-02-16 02:59:39 main:574] : INFO : Epoch 1876 | loss: 0.0311349 | val_loss: 0.0311603 | Time: 59831.2 ms [2022-02-16 03:00:37 main:574] : INFO : Epoch 1877 | loss: 0.0311342 | val_loss: 0.0311636 | Time: 58313 ms [2022-02-16 03:01:30 main:574] : INFO : Epoch 1878 | loss: 0.0311349 | val_loss: 0.031161 | Time: 52614.8 ms [2022-02-16 03:02:28 main:574] : INFO : Epoch 1879 | loss: 0.0311343 | val_loss: 0.0311618 | Time: 58401.7 ms [2022-02-16 03:03:29 main:574] : INFO : Epoch 1880 | loss: 0.0311422 | val_loss: 0.0311661 | Time: 60386.5 ms [2022-02-16 03:04:30 main:574] : INFO : Epoch 1881 | loss: 0.0311391 | val_loss: 0.031164 | Time: 60842 ms [2022-02-16 03:05:29 main:574] : INFO : Epoch 1882 | loss: 0.0311395 | val_loss: 0.031159 | Time: 59556.7 ms [2022-02-16 03:06:29 main:574] : INFO : Epoch 1883 | loss: 0.0311362 | val_loss: 0.0311601 | Time: 59868.3 ms [2022-02-16 03:07:32 main:574] : INFO : Epoch 1884 | loss: 0.0311348 | val_loss: 0.0311603 | Time: 63155 ms [2022-02-16 03:08:29 main:574] : INFO : Epoch 1885 | loss: 0.0311329 | val_loss: 0.0311636 | Time: 56379.8 ms [2022-02-16 03:09:38 main:574] : INFO : Epoch 1886 | loss: 0.0311317 | val_loss: 0.0311608 | Time: 69293.4 ms [2022-02-16 03:10:31 main:574] : INFO : Epoch 1887 | loss: 0.0311317 | val_loss: 0.0311621 | Time: 53207.8 ms [2022-02-16 03:11:30 main:574] : INFO : Epoch 1888 | loss: 0.031132 | val_loss: 0.0311578 | Time: 58365.9 ms [2022-02-16 03:12:22 main:574] : INFO : Epoch 1889 | loss: 0.0311315 | val_loss: 0.0311647 | Time: 52467.5 ms [2022-02-16 03:12:44 main:574] : INFO : Epoch 1890 | loss: 0.0311325 | val_loss: 0.0311585 | Time: 21805.8 ms [2022-02-16 03:13:07 main:574] : INFO : Epoch 1891 | loss: 0.0311336 | val_loss: 0.0311648 | Time: 22858.6 ms [2022-02-16 03:13:28 main:574] : INFO : Epoch 1892 | loss: 0.0311321 | val_loss: 0.0311644 | Time: 21082 ms [2022-02-16 03:14:31 main:574] : INFO : Epoch 1893 | loss: 0.0311343 | val_loss: 0.0311605 | Time: 62189.5 ms [2022-02-16 03:15:30 main:574] : INFO : Epoch 1894 | loss: 0.0311323 | val_loss: 0.0311618 | Time: 59729.3 ms [2022-02-16 03:16:41 main:574] : INFO : Epoch 1895 | loss: 0.031132 | val_loss: 0.0311611 | Time: 70310.6 ms [2022-02-16 03:17:37 main:574] : INFO : Epoch 1896 | loss: 0.0311327 | val_loss: 0.0311645 | Time: 56140.3 ms [2022-02-16 03:18:20 main:574] : INFO : Epoch 1897 | loss: 0.0311351 | val_loss: 0.0311621 | Time: 42495.2 ms [2022-02-16 03:19:04 main:574] : INFO : Epoch 1898 | loss: 0.0311337 | val_loss: 0.0311595 | Time: 43982.5 ms [2022-02-16 03:19:39 main:574] : INFO : Epoch 1899 | loss: 0.0311344 | val_loss: 0.0311569 | Time: 35523.6 ms [2022-02-16 03:20:19 main:574] : INFO : Epoch 1900 | loss: 0.0311355 | val_loss: 0.0311642 | Time: 39224.9 ms [2022-02-16 03:20:55 main:574] : INFO : Epoch 1901 | loss: 0.0311333 | val_loss: 0.0311559 | Time: 35948.9 ms [2022-02-16 03:21:33 main:574] : INFO : Epoch 1902 | loss: 0.0311306 | val_loss: 0.0311537 | Time: 38544.1 ms [2022-02-16 03:22:10 main:574] : INFO : Epoch 1903 | loss: 0.0311313 | val_loss: 0.0311846 | Time: 36487.8 ms [2022-02-16 03:22:39 main:574] : INFO : Epoch 1904 | loss: 0.031156 | val_loss: 0.0311666 | Time: 28983 ms [2022-02-16 03:23:18 main:574] : INFO : Epoch 1905 | loss: 0.031154 | val_loss: 0.0311642 | Time: 39501.2 ms [2022-02-16 03:23:55 main:574] : INFO : Epoch 1906 | loss: 0.0311484 | val_loss: 0.0311617 | Time: 36324 ms [2022-02-16 03:24:30 main:574] : INFO : Epoch 1907 | loss: 0.0311466 | val_loss: 0.031163 | Time: 35591.1 ms [2022-02-16 03:25:09 main:574] : INFO : Epoch 1908 | loss: 0.031144 | val_loss: 0.0311689 | Time: 38668.1 ms [2022-02-16 03:25:45 main:574] : INFO : Epoch 1909 | loss: 0.0311456 | val_loss: 0.031167 | Time: 35645.1 ms [2022-02-16 03:26:26 main:574] : INFO : Epoch 1910 | loss: 0.0311443 | val_loss: 0.0311596 | Time: 41287.8 ms [2022-02-16 03:27:00 main:574] : INFO : Epoch 1911 | loss: 0.0311448 | val_loss: 0.0311605 | Time: 34030 ms [2022-02-16 03:27:40 main:574] : INFO : Epoch 1912 | loss: 0.0311428 | val_loss: 0.0311584 | Time: 39374 ms [2022-02-16 03:28:20 main:574] : INFO : Epoch 1913 | loss: 0.0311436 | val_loss: 0.0311599 | Time: 39876.2 ms [2022-02-16 03:28:59 main:574] : INFO : Epoch 1914 | loss: 0.0311473 | val_loss: 0.0311623 | Time: 39089.3 ms [2022-02-16 03:29:35 main:574] : INFO : Epoch 1915 | loss: 0.0311502 | val_loss: 0.0311694 | Time: 35489.7 ms [2022-02-16 03:30:10 main:574] : INFO : Epoch 1916 | loss: 0.0311501 | val_loss: 0.0311694 | Time: 34975.3 ms [2022-02-16 03:30:49 main:574] : INFO : Epoch 1917 | loss: 0.0311447 | val_loss: 0.0311674 | Time: 38940.8 ms [2022-02-16 03:31:25 main:574] : INFO : Epoch 1918 | loss: 0.031143 | val_loss: 0.0311594 | Time: 35986.3 ms [2022-02-16 03:32:05 main:574] : INFO : Epoch 1919 | loss: 0.03114 | val_loss: 0.0311616 | Time: 39824.7 ms [2022-02-16 03:32:45 main:574] : INFO : Epoch 1920 | loss: 0.0311408 | val_loss: 0.0311625 | Time: 40729.5 ms [2022-02-16 03:33:25 main:574] : INFO : Epoch 1921 | loss: 0.0311392 | val_loss: 0.0311624 | Time: 39516.9 ms [2022-02-16 03:34:01 main:574] : INFO : Epoch 1922 | loss: 0.0311394 | val_loss: 0.0311605 | Time: 35683.2 ms [2022-02-16 03:34:40 main:574] : INFO : Epoch 1923 | loss: 0.0311376 | val_loss: 0.0311617 | Time: 38587.8 ms [2022-02-16 03:35:20 main:574] : INFO : Epoch 1924 | loss: 0.0311378 | val_loss: 0.0311648 | Time: 39819.2 ms [2022-02-16 03:35:57 main:574] : INFO : Epoch 1925 | loss: 0.0311408 | val_loss: 0.0311635 | Time: 37214.7 ms [2022-02-16 03:36:51 main:574] : INFO : Epoch 1926 | loss: 0.0311426 | val_loss: 0.0311616 | Time: 53712.3 ms [2022-02-16 03:37:31 main:574] : INFO : Epoch 1927 | loss: 0.0311395 | val_loss: 0.0311606 | Time: 40029.9 ms [2022-02-16 03:38:10 main:574] : INFO : Epoch 1928 | loss: 0.0311379 | val_loss: 0.0311648 | Time: 39348.4 ms [2022-02-16 03:38:49 main:574] : INFO : Epoch 1929 | loss: 0.0311397 | val_loss: 0.0311606 | Time: 38344.9 ms [2022-02-16 03:39:30 main:574] : INFO : Epoch 1930 | loss: 0.0311393 | val_loss: 0.0311644 | Time: 41563.2 ms [2022-02-16 03:40:11 main:574] : INFO : Epoch 1931 | loss: 0.0311401 | val_loss: 0.0311617 | Time: 40626.3 ms [2022-02-16 03:40:51 main:574] : INFO : Epoch 1932 | loss: 0.0311406 | val_loss: 0.0311601 | Time: 39897.5 ms [2022-02-16 03:41:30 main:574] : INFO : Epoch 1933 | loss: 0.0311401 | val_loss: 0.0311611 | Time: 39368.1 ms [2022-02-16 03:42:10 main:574] : INFO : Epoch 1934 | loss: 0.0311392 | val_loss: 0.0311685 | Time: 39262.6 ms [2022-02-16 03:42:47 main:574] : INFO : Epoch 1935 | loss: 0.0311396 | val_loss: 0.0311608 | Time: 36727.8 ms [2022-02-16 03:43:22 main:574] : INFO : Epoch 1936 | loss: 0.0311374 | val_loss: 0.0311609 | Time: 34907.9 ms [2022-02-16 03:44:01 main:574] : INFO : Epoch 1937 | loss: 0.0311401 | val_loss: 0.0311603 | Time: 38976 ms [2022-02-16 03:44:40 main:574] : INFO : Epoch 1938 | loss: 0.0311404 | val_loss: 0.0311668 | Time: 39809.3 ms [2022-02-16 03:45:15 main:574] : INFO : Epoch 1939 | loss: 0.0311393 | val_loss: 0.0311651 | Time: 34175.4 ms [2022-02-16 03:45:51 main:574] : INFO : Epoch 1940 | loss: 0.0311384 | val_loss: 0.0311623 | Time: 36553.7 ms [2022-02-16 03:46:33 main:574] : INFO : Epoch 1941 | loss: 0.0311372 | val_loss: 0.031163 | Time: 41896.3 ms [2022-02-16 03:47:11 main:574] : INFO : Epoch 1942 | loss: 0.031137 | val_loss: 0.0311657 | Time: 37886.8 ms [2022-02-16 03:47:51 main:574] : INFO : Epoch 1943 | loss: 0.0311379 | val_loss: 0.0311674 | Time: 39464.6 ms [2022-02-16 03:48:31 main:574] : INFO : Epoch 1944 | loss: 0.0311382 | val_loss: 0.0311675 | Time: 40589 ms [2022-02-16 03:49:11 main:574] : INFO : Epoch 1945 | loss: 0.0311404 | val_loss: 0.0311651 | Time: 39513.4 ms [2022-02-16 03:49:48 main:574] : INFO : Epoch 1946 | loss: 0.0311428 | val_loss: 0.0311712 | Time: 36804.9 ms [2022-02-16 03:50:26 main:574] : INFO : Epoch 1947 | loss: 0.0311459 | val_loss: 0.0311636 | Time: 37735.6 ms [2022-02-16 03:51:06 main:574] : INFO : Epoch 1948 | loss: 0.0311442 | val_loss: 0.0311645 | Time: 39848.5 ms [2022-02-16 03:51:41 main:574] : INFO : Epoch 1949 | loss: 0.0311466 | val_loss: 0.031162 | Time: 35411.2 ms [2022-02-16 03:52:16 main:574] : INFO : Epoch 1950 | loss: 0.0311453 | val_loss: 0.0311636 | Time: 34783.8 ms [2022-02-16 03:52:52 main:574] : INFO : Epoch 1951 | loss: 0.0311438 | val_loss: 0.0311644 | Time: 35404.6 ms [2022-02-16 03:53:31 main:574] : INFO : Epoch 1952 | loss: 0.0311412 | val_loss: 0.0311673 | Time: 39576.5 ms [2022-02-16 03:54:11 main:574] : INFO : Epoch 1953 | loss: 0.0311407 | val_loss: 0.0311612 | Time: 39414.2 ms [2022-02-16 03:54:47 main:574] : INFO : Epoch 1954 | loss: 0.0311398 | val_loss: 0.0311605 | Time: 36336.4 ms [2022-02-16 03:55:22 main:574] : INFO : Epoch 1955 | loss: 0.0311412 | val_loss: 0.0311597 | Time: 34719.1 ms [2022-02-16 03:56:01 main:574] : INFO : Epoch 1956 | loss: 0.0311431 | val_loss: 0.0311623 | Time: 38999.9 ms [2022-02-16 03:56:36 main:574] : INFO : Epoch 1957 | loss: 0.0311436 | val_loss: 0.0311617 | Time: 35376.4 ms [2022-02-16 03:57:12 main:574] : INFO : Epoch 1958 | loss: 0.0311383 | val_loss: 0.0311622 | Time: 35698.8 ms [2022-02-16 03:57:51 main:574] : INFO : Epoch 1959 | loss: 0.0311378 | val_loss: 0.0311682 | Time: 39111.9 ms [2022-02-16 03:58:28 main:574] : INFO : Epoch 1960 | loss: 0.0311351 | val_loss: 0.0311614 | Time: 36373.3 ms [2022-02-16 03:59:03 main:574] : INFO : Epoch 1961 | loss: 0.0311366 | val_loss: 0.0311643 | Time: 35010.1 ms [2022-02-16 03:59:42 main:574] : INFO : Epoch 1962 | loss: 0.0311382 | val_loss: 0.0311629 | Time: 39021.6 ms [2022-02-16 04:00:21 main:574] : INFO : Epoch 1963 | loss: 0.0311349 | val_loss: 0.0311626 | Time: 39338.9 ms [2022-02-16 04:01:14 main:574] : INFO : Epoch 1964 | loss: 0.0311364 | val_loss: 0.0311592 | Time: 52508.3 ms [2022-02-16 04:02:14 main:574] : INFO : Epoch 1965 | loss: 0.0311354 | val_loss: 0.0311577 | Time: 59672.6 ms [2022-02-16 04:03:07 main:574] : INFO : Epoch 1966 | loss: 0.0311349 | val_loss: 0.0311693 | Time: 53063.7 ms [2022-02-16 04:04:03 main:574] : INFO : Epoch 1967 | loss: 0.0311355 | val_loss: 0.0311694 | Time: 55753.3 ms [2022-02-16 04:04:54 main:574] : INFO : Epoch 1968 | loss: 0.0311346 | val_loss: 0.0311605 | Time: 50647.8 ms [2022-02-16 04:05:46 main:574] : INFO : Epoch 1969 | loss: 0.0311338 | val_loss: 0.0311619 | Time: 52403.7 ms [2022-02-16 04:06:44 main:574] : INFO : Epoch 1970 | loss: 0.0311338 | val_loss: 0.0311618 | Time: 57511.8 ms [2022-02-16 04:07:33 main:574] : INFO : Epoch 1971 | loss: 0.0311324 | val_loss: 0.0311634 | Time: 49685.5 ms [2022-02-16 04:08:25 main:574] : INFO : Epoch 1972 | loss: 0.0311328 | val_loss: 0.0311635 | Time: 51449.1 ms [2022-02-16 04:09:14 main:574] : INFO : Epoch 1973 | loss: 0.0311347 | val_loss: 0.0311623 | Time: 48768.1 ms [2022-02-16 04:10:13 main:574] : INFO : Epoch 1974 | loss: 0.0311363 | val_loss: 0.0311603 | Time: 59151.9 ms [2022-02-16 04:11:04 main:574] : INFO : Epoch 1975 | loss: 0.0311348 | val_loss: 0.0311595 | Time: 51375.6 ms [2022-02-16 04:12:03 main:574] : INFO : Epoch 1976 | loss: 0.0311323 | val_loss: 0.0311606 | Time: 58693.6 ms [2022-02-16 04:13:03 main:574] : INFO : Epoch 1977 | loss: 0.0311343 | val_loss: 0.0311587 | Time: 60247.7 ms [2022-02-16 04:14:04 main:574] : INFO : Epoch 1978 | loss: 0.0311368 | val_loss: 0.0311582 | Time: 60016.4 ms [2022-02-16 04:14:54 main:574] : INFO : Epoch 1979 | loss: 0.0311353 | val_loss: 0.0311659 | Time: 50445.2 ms [2022-02-16 04:15:44 main:574] : INFO : Epoch 1980 | loss: 0.0311374 | val_loss: 0.0311598 | Time: 49671.8 ms [2022-02-16 04:16:34 main:574] : INFO : Epoch 1981 | loss: 0.0311358 | val_loss: 0.0311605 | Time: 50242 ms [2022-02-16 04:17:24 main:574] : INFO : Epoch 1982 | loss: 0.0311348 | val_loss: 0.0311655 | Time: 49729.4 ms [2022-02-16 04:18:18 main:574] : INFO : Epoch 1983 | loss: 0.0311354 | val_loss: 0.0311598 | Time: 53631.1 ms [2022-02-16 04:19:07 main:574] : INFO : Epoch 1984 | loss: 0.0311325 | val_loss: 0.0311595 | Time: 49119.6 ms [2022-02-16 04:20:04 main:574] : INFO : Epoch 1985 | loss: 0.0311482 | val_loss: 0.0311904 | Time: 57457.3 ms [2022-02-16 04:21:04 main:574] : INFO : Epoch 1986 | loss: 0.0312075 | val_loss: 0.0311965 | Time: 59326.9 ms [2022-02-16 04:22:05 main:574] : INFO : Epoch 1987 | loss: 0.0311851 | val_loss: 0.0311767 | Time: 61576.7 ms [2022-02-16 04:22:48 main:574] : INFO : Epoch 1988 | loss: 0.0311736 | val_loss: 0.0311711 | Time: 42620.8 ms [2022-02-16 04:23:36 main:574] : INFO : Epoch 1989 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 47366.7 ms [2022-02-16 04:24:28 main:574] : INFO : Epoch 1990 | loss: 0.0311708 | val_loss: 0.0311812 | Time: 52468.3 ms [2022-02-16 04:25:24 main:574] : INFO : Epoch 1991 | loss: 0.0311682 | val_loss: 0.0311692 | Time: 55956.9 ms [2022-02-16 04:26:22 main:574] : INFO : Epoch 1992 | loss: 0.0311639 | val_loss: 0.0311685 | Time: 58132.1 ms [2022-02-16 04:27:13 main:574] : INFO : Epoch 1993 | loss: 0.0311639 | val_loss: 0.0311719 | Time: 50114.3 ms [2022-02-16 04:28:06 main:574] : INFO : Epoch 1994 | loss: 0.0311635 | val_loss: 0.03117 | Time: 52990.1 ms [2022-02-16 04:28:55 main:574] : INFO : Epoch 1995 | loss: 0.0311626 | val_loss: 0.031167 | Time: 49461.2 ms [2022-02-16 04:29:45 main:574] : INFO : Epoch 1996 | loss: 0.031161 | val_loss: 0.031173 | Time: 49993.4 ms [2022-02-16 04:30:36 main:574] : INFO : Epoch 1997 | loss: 0.0311597 | val_loss: 0.0311677 | Time: 50348.5 ms [2022-02-16 04:31:25 main:574] : INFO : Epoch 1998 | loss: 0.0311603 | val_loss: 0.0311656 | Time: 49447.1 ms [2022-02-16 04:31:46 main:574] : INFO : Epoch 1999 | loss: 0.0311601 | val_loss: 0.0311651 | Time: 20688.5 ms [2022-02-16 04:32:08 main:574] : INFO : Epoch 2000 | loss: 0.0311613 | val_loss: 0.0311673 | Time: 22230.9 ms [2022-02-16 04:32:30 main:574] : INFO : Epoch 2001 | loss: 0.031163 | val_loss: 0.0311695 | Time: 21348.5 ms [2022-02-16 04:33:15 main:574] : INFO : Epoch 2002 | loss: 0.0311606 | val_loss: 0.0311649 | Time: 45075.4 ms [2022-02-16 04:34:05 main:574] : INFO : Epoch 2003 | loss: 0.0311582 | val_loss: 0.0311649 | Time: 50125.7 ms [2022-02-16 04:35:05 main:574] : INFO : Epoch 2004 | loss: 0.0311565 | val_loss: 0.0311645 | Time: 60157 ms [2022-02-16 04:35:56 main:574] : INFO : Epoch 2005 | loss: 0.0311562 | val_loss: 0.0311657 | Time: 50298.3 ms [2022-02-16 04:36:58 main:574] : INFO : Epoch 2006 | loss: 0.0311559 | val_loss: 0.0311657 | Time: 62001.9 ms [2022-02-16 04:38:06 main:574] : INFO : Epoch 2007 | loss: 0.031156 | val_loss: 0.0311659 | Time: 67704.2 ms [2022-02-16 04:39:07 main:574] : INFO : Epoch 2008 | loss: 0.0311593 | val_loss: 0.0311673 | Time: 61222.7 ms [2022-02-16 04:39:56 main:574] : INFO : Epoch 2009 | loss: 0.031157 | val_loss: 0.0311683 | Time: 48955.3 ms [2022-02-16 04:40:57 main:574] : INFO : Epoch 2010 | loss: 0.0311537 | val_loss: 0.0311651 | Time: 61216.9 ms [2022-02-16 04:42:00 main:574] : INFO : Epoch 2011 | loss: 0.0311541 | val_loss: 0.0311665 | Time: 62105.7 ms [2022-02-16 04:42:58 main:574] : INFO : Epoch 2012 | loss: 0.0311539 | val_loss: 0.0311649 | Time: 57483.3 ms [2022-02-16 04:43:56 main:574] : INFO : Epoch 2013 | loss: 0.0311526 | val_loss: 0.0311684 | Time: 58367.3 ms [2022-02-16 04:44:56 main:574] : INFO : Epoch 2014 | loss: 0.0311542 | val_loss: 0.0311682 | Time: 60212.6 ms [2022-02-16 04:45:49 main:574] : INFO : Epoch 2015 | loss: 0.0311546 | val_loss: 0.0311647 | Time: 52214.2 ms [2022-02-16 04:46:47 main:574] : INFO : Epoch 2016 | loss: 0.0311534 | val_loss: 0.031165 | Time: 58511 ms [2022-02-16 04:47:46 main:574] : INFO : Epoch 2017 | loss: 0.0311529 | val_loss: 0.0311633 | Time: 58826.6 ms [2022-02-16 04:48:38 main:574] : INFO : Epoch 2018 | loss: 0.0311514 | val_loss: 0.0311643 | Time: 51718.1 ms [2022-02-16 04:49:38 main:574] : INFO : Epoch 2019 | loss: 0.0311537 | val_loss: 0.0311661 | Time: 60152.2 ms [2022-02-16 04:50:31 main:574] : INFO : Epoch 2020 | loss: 0.0311526 | val_loss: 0.0311663 | Time: 52785.3 ms [2022-02-16 04:51:29 main:574] : INFO : Epoch 2021 | loss: 0.0311525 | val_loss: 0.0311629 | Time: 57610.5 ms [2022-02-16 04:52:23 main:574] : INFO : Epoch 2022 | loss: 0.0311502 | val_loss: 0.0311604 | Time: 53972.4 ms [2022-02-16 04:53:17 main:574] : INFO : Epoch 2023 | loss: 0.03115 | val_loss: 0.0311607 | Time: 54751.3 ms [2022-02-16 04:54:17 main:574] : INFO : Epoch 2024 | loss: 0.0311504 | val_loss: 0.03116 | Time: 59068 ms [2022-02-16 04:55:17 main:574] : INFO : Epoch 2025 | loss: 0.0311497 | val_loss: 0.0311591 | Time: 60319.8 ms [2022-02-16 04:56:07 main:574] : INFO : Epoch 2026 | loss: 0.0311509 | val_loss: 0.0311621 | Time: 49976.1 ms [2022-02-16 04:57:08 main:574] : INFO : Epoch 2027 | loss: 0.0311478 | val_loss: 0.0311572 | Time: 60667.7 ms [2022-02-16 04:58:07 main:574] : INFO : Epoch 2028 | loss: 0.0311479 | val_loss: 0.0311588 | Time: 59489.4 ms [2022-02-16 04:59:07 main:574] : INFO : Epoch 2029 | loss: 0.0311496 | val_loss: 0.0311599 | Time: 59392.8 ms [2022-02-16 04:59:58 main:574] : INFO : Epoch 2030 | loss: 0.0311505 | val_loss: 0.0311585 | Time: 50904.2 ms [2022-02-16 05:00:57 main:574] : INFO : Epoch 2031 | loss: 0.0311496 | val_loss: 0.031161 | Time: 58785.1 ms [2022-02-16 05:01:58 main:574] : INFO : Epoch 2032 | loss: 0.031148 | val_loss: 0.0311575 | Time: 61306.5 ms [2022-02-16 05:02:48 main:574] : INFO : Epoch 2033 | loss: 0.0311487 | val_loss: 0.0311618 | Time: 49966.4 ms [2022-02-16 05:03:47 main:574] : INFO : Epoch 2034 | loss: 0.0311488 | val_loss: 0.0311613 | Time: 59155.3 ms [2022-02-16 05:04:39 main:574] : INFO : Epoch 2035 | loss: 0.0311475 | val_loss: 0.0311618 | Time: 51950.3 ms [2022-02-16 05:05:37 main:574] : INFO : Epoch 2036 | loss: 0.0311476 | val_loss: 0.0311582 | Time: 57682.4 ms [2022-02-16 05:06:28 main:574] : INFO : Epoch 2037 | loss: 0.0311448 | val_loss: 0.0311573 | Time: 50913 ms [2022-02-16 05:07:29 main:574] : INFO : Epoch 2038 | loss: 0.0311454 | val_loss: 0.0311614 | Time: 60608.3 ms [2022-02-16 05:08:28 main:574] : INFO : Epoch 2039 | loss: 0.0311442 | val_loss: 0.0311552 | Time: 59448.7 ms [2022-02-16 05:09:20 main:574] : INFO : Epoch 2040 | loss: 0.0311437 | val_loss: 0.0311564 | Time: 52033.4 ms [2022-02-16 05:10:20 main:574] : INFO : Epoch 2041 | loss: 0.0311432 | val_loss: 0.0311575 | Time: 59285.4 ms [2022-02-16 05:11:19 main:574] : INFO : Epoch 2042 | loss: 0.0311433 | val_loss: 0.0311576 | Time: 58962.5 ms [2022-02-16 05:12:10 main:574] : INFO : Epoch 2043 | loss: 0.0311424 | val_loss: 0.0311609 | Time: 51406.4 ms [2022-02-16 05:13:13 main:574] : INFO : Epoch 2044 | loss: 0.0311437 | val_loss: 0.0311585 | Time: 62594.9 ms [2022-02-16 05:14:10 main:574] : INFO : Epoch 2045 | loss: 0.0311434 | val_loss: 0.0311556 | Time: 57393.2 ms [2022-02-16 05:15:09 main:574] : INFO : Epoch 2046 | loss: 0.0311477 | val_loss: 0.031155 | Time: 59139 ms [2022-02-16 05:16:00 main:574] : INFO : Epoch 2047 | loss: 0.0311454 | val_loss: 0.031155 | Time: 50619.6 ms [2022-02-16 05:16:53 main:574] : INFO : Epoch 2048 | loss: 0.0311444 | val_loss: 0.0311535 | Time: 52954.1 ms [2022-02-16 05:16:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311535 [2022-02-16 05:16:53 main:603] : INFO : Saving end state to config to file [2022-02-16 05:16:54 main:608] : INFO : Success, exiting.. 05:16:54 (16360): 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)