Task 4121237
| Name | ParityMachine-1612383699-4558-3_0 |
| Workunit | 2233496 |
| Created | 19 Feb 2021, 18:14:17 UTC |
| Sent | 3 Mar 2021, 1:40:20 UTC |
| Report deadline | 10 Mar 2021, 1:40:20 UTC |
| Received | 3 Mar 2021, 16:50:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9697 |
| Run time | 1 hours 30 min 17 sec |
| CPU time | 1 hours 26 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.34 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>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311394 | val_loss: 0.0311779 | Time: 2549.23 ms
[2021-03-03 23:28:09 main:574] : INFO : Epoch 1543 | loss: 0.0311433 | val_loss: 0.031166 | Time: 2574.12 ms
[2021-03-03 23:28:12 main:574] : INFO : Epoch 1544 | loss: 0.031141 | val_loss: 0.0311644 | Time: 2554.1 ms
[2021-03-03 23:28:15 main:574] : INFO : Epoch 1545 | loss: 0.031143 | val_loss: 0.0311643 | Time: 2543.33 ms
[2021-03-03 23:28:17 main:574] : INFO : Epoch 1546 | loss: 0.0311457 | val_loss: 0.0311696 | Time: 2560.6 ms
[2021-03-03 23:28:20 main:574] : INFO : Epoch 1547 | loss: 0.0311426 | val_loss: 0.0311646 | Time: 2549.87 ms
[2021-03-03 23:28:23 main:574] : INFO : Epoch 1548 | loss: 0.0311417 | val_loss: 0.0311673 | Time: 2535 ms
[2021-03-03 23:28:25 main:574] : INFO : Epoch 1549 | loss: 0.0311499 | val_loss: 0.0311651 | Time: 2543.58 ms
[2021-03-03 23:28:28 main:574] : INFO : Epoch 1550 | loss: 0.0311484 | val_loss: 0.0311637 | Time: 2538.62 ms
[2021-03-03 23:28:30 main:574] : INFO : Epoch 1551 | loss: 0.031142 | val_loss: 0.0311678 | Time: 2544.52 ms
[2021-03-03 23:28:33 main:574] : INFO : Epoch 1552 | loss: 0.031141 | val_loss: 0.0311665 | Time: 2555.76 ms
[2021-03-03 23:28:36 main:574] : INFO : Epoch 1553 | loss: 0.0311398 | val_loss: 0.031167 | Time: 2543 ms
[2021-03-03 23:28:38 main:574] : INFO : Epoch 1554 | loss: 0.0311419 | val_loss: 0.0311631 | Time: 2544.7 ms
[2021-03-03 23:28:41 main:574] : INFO : Epoch 1555 | loss: 0.0311447 | val_loss: 0.0311788 | Time: 2554.72 ms
[2021-03-03 23:28:44 main:574] : INFO : Epoch 1556 | loss: 0.0311444 | val_loss: 0.0311672 | Time: 2546.24 ms
[2021-03-03 23:28:46 main:574] : INFO : Epoch 1557 | loss: 0.0311471 | val_loss: 0.0311773 | Time: 2550.85 ms
[2021-03-03 23:28:49 main:574] : INFO : Epoch 1558 | loss: 0.0311596 | val_loss: 0.03117 | Time: 2545.29 ms
[2021-03-03 23:28:51 main:574] : INFO : Epoch 1559 | loss: 0.0311565 | val_loss: 0.0311689 | Time: 2532.19 ms
[2021-03-03 23:28:54 main:574] : INFO : Epoch 1560 | loss: 0.0311536 | val_loss: 0.0311706 | Time: 2572.88 ms
[2021-03-03 23:28:57 main:574] : INFO : Epoch 1561 | loss: 0.0311541 | val_loss: 0.031165 | Time: 2541.92 ms
[2021-03-03 23:28:59 main:574] : INFO : Epoch 1562 | loss: 0.0311507 | val_loss: 0.0311666 | Time: 2535.51 ms
[2021-03-03 23:29:02 main:574] : INFO : Epoch 1563 | loss: 0.0311492 | val_loss: 0.0311655 | Time: 2591.82 ms
[2021-03-03 23:29:05 main:574] : INFO : Epoch 1564 | loss: 0.0311492 | val_loss: 0.0311701 | Time: 2537.95 ms
[2021-03-03 23:29:07 main:574] : INFO : Epoch 1565 | loss: 0.0311514 | val_loss: 0.0311696 | Time: 2550.31 ms
[2021-03-03 23:29:10 main:574] : INFO : Epoch 1566 | loss: 0.0311505 | val_loss: 0.0311642 | Time: 2547.29 ms
[2021-03-03 23:29:12 main:574] : INFO : Epoch 1567 | loss: 0.03115 | val_loss: 0.0311763 | Time: 2534.6 ms
[2021-03-03 23:29:15 main:574] : INFO : Epoch 1568 | loss: 0.0311507 | val_loss: 0.0311655 | Time: 2552.13 ms
[2021-03-03 23:29:18 main:574] : INFO : Epoch 1569 | loss: 0.0311544 | val_loss: 0.0311682 | Time: 2553.29 ms
[2021-03-03 23:29:20 main:574] : INFO : Epoch 1570 | loss: 0.0311535 | val_loss: 0.0311652 | Time: 2538.72 ms
[2021-03-03 23:29:23 main:574] : INFO : Epoch 1571 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 2554.19 ms
[2021-03-03 23:29:26 main:574] : INFO : Epoch 1572 | loss: 0.0311485 | val_loss: 0.0311644 | Time: 2543.77 ms
[2021-03-03 23:29:28 main:574] : INFO : Epoch 1573 | loss: 0.0311479 | val_loss: 0.0311644 | Time: 2552.17 ms
[2021-03-03 23:29:31 main:574] : INFO : Epoch 1574 | loss: 0.0311491 | val_loss: 0.0311649 | Time: 2563.54 ms
[2021-03-03 23:29:33 main:574] : INFO : Epoch 1575 | loss: 0.0311468 | val_loss: 0.0311656 | Time: 2555.63 ms
[2021-03-03 23:29:36 main:574] : INFO : Epoch 1576 | loss: 0.0311477 | val_loss: 0.0311624 | Time: 2551.37 ms
[2021-03-03 23:29:39 main:574] : INFO : Epoch 1577 | loss: 0.0311478 | val_loss: 0.0311641 | Time: 2555.18 ms
[2021-03-03 23:29:41 main:574] : INFO : Epoch 1578 | loss: 0.0311472 | val_loss: 0.0311639 | Time: 2547.44 ms
[2021-03-03 23:29:44 main:574] : INFO : Epoch 1579 | loss: 0.0311468 | val_loss: 0.0311643 | Time: 2548.18 ms
[2021-03-03 23:29:47 main:574] : INFO : Epoch 1580 | loss: 0.0311531 | val_loss: 0.0311684 | Time: 2544.37 ms
[2021-03-03 23:29:49 main:574] : INFO : Epoch 1581 | loss: 0.0311551 | val_loss: 0.0311773 | Time: 2541.02 ms
[2021-03-03 23:29:52 main:574] : INFO : Epoch 1582 | loss: 0.0311596 | val_loss: 0.0311676 | Time: 2549.97 ms
[2021-03-03 23:29:54 main:574] : INFO : Epoch 1583 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 2541.45 ms
[2021-03-03 23:29:57 main:574] : INFO : Epoch 1584 | loss: 0.0311522 | val_loss: 0.0311703 | Time: 2538.47 ms
[2021-03-03 23:30:00 main:574] : INFO : Epoch 1585 | loss: 0.0311517 | val_loss: 0.0311714 | Time: 2560.39 ms
[2021-03-03 23:30:02 main:574] : INFO : Epoch 1586 | loss: 0.0311499 | val_loss: 0.031168 | Time: 2543.78 ms
[2021-03-03 23:30:05 main:574] : INFO : Epoch 1587 | loss: 0.0311493 | val_loss: 0.0311719 | Time: 2541.56 ms
[2021-03-03 23:30:08 main:574] : INFO : Epoch 1588 | loss: 0.031151 | val_loss: 0.0311738 | Time: 2558.61 ms
[2021-03-03 23:30:10 main:574] : INFO : Epoch 1589 | loss: 0.0311519 | val_loss: 0.0311698 | Time: 2550.75 ms
[2021-03-03 23:30:13 main:574] : INFO : Epoch 1590 | loss: 0.0311483 | val_loss: 0.0311687 | Time: 2546.1 ms
[2021-03-03 23:30:16 main:574] : INFO : Epoch 1591 | loss: 0.0311468 | val_loss: 0.0311665 | Time: 2545.73 ms
[2021-03-03 23:30:18 main:574] : INFO : Epoch 1592 | loss: 0.0311464 | val_loss: 0.0311676 | Time: 2545.01 ms
[2021-03-03 23:30:21 main:574] : INFO : Epoch 1593 | loss: 0.0311462 | val_loss: 0.0311695 | Time: 2557.38 ms
[2021-03-03 23:30:23 main:574] : INFO : Epoch 1594 | loss: 0.0311485 | val_loss: 0.0311695 | Time: 2546.41 ms
[2021-03-03 23:30:26 main:574] : INFO : Epoch 1595 | loss: 0.0311468 | val_loss: 0.0311701 | Time: 2535.4 ms
[2021-03-03 23:30:29 main:574] : INFO : Epoch 1596 | loss: 0.0311514 | val_loss: 0.0311787 | Time: 2561.18 ms
[2021-03-03 23:30:31 main:574] : INFO : Epoch 1597 | loss: 0.0311496 | val_loss: 0.0311672 | Time: 2547.3 ms
[2021-03-03 23:30:34 main:574] : INFO : Epoch 1598 | loss: 0.0311459 | val_loss: 0.0311653 | Time: 2543.26 ms
[2021-03-03 23:30:37 main:574] : INFO : Epoch 1599 | loss: 0.0311469 | val_loss: 0.0311703 | Time: 2556.69 ms
[2021-03-03 23:30:39 main:574] : INFO : Epoch 1600 | loss: 0.031146 | val_loss: 0.0311671 | Time: 2545.38 ms
[2021-03-03 23:30:42 main:574] : INFO : Epoch 1601 | loss: 0.0311459 | val_loss: 0.0311669 | Time: 2556.71 ms
[2021-03-03 23:30:44 main:574] : INFO : Epoch 1602 | loss: 0.0311458 | val_loss: 0.0311676 | Time: 2551.26 ms
[2021-03-03 23:30:47 main:574] : INFO : Epoch 1603 | loss: 0.0311508 | val_loss: 0.0311658 | Time: 2549.19 ms
[2021-03-03 23:30:50 main:574] : INFO : Epoch 1604 | loss: 0.0311495 | val_loss: 0.0311664 | Time: 2563.33 ms
[2021-03-03 23:30:52 main:574] : INFO : Epoch 1605 | loss: 0.0311491 | val_loss: 0.0311704 | Time: 2549.98 ms
[2021-03-03 23:30:55 main:574] : INFO : Epoch 1606 | loss: 0.0311488 | val_loss: 0.031167 | Time: 2545.39 ms
[2021-03-03 23:30:58 main:574] : INFO : Epoch 1607 | loss: 0.0311494 | val_loss: 0.0311642 | Time: 2565.79 ms
[2021-03-03 23:31:00 main:574] : INFO : Epoch 1608 | loss: 0.0311499 | val_loss: 0.0311679 | Time: 2554.23 ms
[2021-03-03 23:31:03 main:574] : INFO : Epoch 1609 | loss: 0.0311491 | val_loss: 0.0311836 | Time: 2539.16 ms
[2021-03-03 23:31:06 main:574] : INFO : Epoch 1610 | loss: 0.0311593 | val_loss: 0.0311648 | Time: 2546.18 ms
[2021-03-03 23:31:08 main:574] : INFO : Epoch 1611 | loss: 0.0311551 | val_loss: 0.0311745 | Time: 2545.1 ms
[2021-03-03 23:31:11 main:574] : INFO : Epoch 1612 | loss: 0.0311499 | val_loss: 0.0311673 | Time: 2558.16 ms
[2021-03-03 23:31:13 main:574] : INFO : Epoch 1613 | loss: 0.0311465 | val_loss: 0.0311637 | Time: 2552.43 ms
[2021-03-03 23:31:16 main:574] : INFO : Epoch 1614 | loss: 0.0311471 | val_loss: 0.031167 | Time: 2571.09 ms
[2021-03-03 23:31:19 main:574] : INFO : Epoch 1615 | loss: 0.031146 | val_loss: 0.0311625 | Time: 2553.33 ms
[2021-03-03 23:31:21 main:574] : INFO : Epoch 1616 | loss: 0.0311466 | val_loss: 0.0311646 | Time: 2542.12 ms
[2021-03-03 23:31:24 main:574] : INFO : Epoch 1617 | loss: 0.0311457 | val_loss: 0.0311677 | Time: 2539.71 ms
[2021-03-03 23:31:27 main:574] : INFO : Epoch 1618 | loss: 0.0311482 | val_loss: 0.0311644 | Time: 2542.51 ms
[2021-03-03 23:31:29 main:574] : INFO : Epoch 1619 | loss: 0.0311473 | val_loss: 0.0311755 | Time: 2545.71 ms
[2021-03-03 23:31:32 main:574] : INFO : Epoch 1620 | loss: 0.0311519 | val_loss: 0.0311681 | Time: 2565.75 ms
[2021-03-03 23:31:34 main:574] : INFO : Epoch 1621 | loss: 0.031148 | val_loss: 0.0311753 | Time: 2557.06 ms
[2021-03-03 23:31:37 main:574] : INFO : Epoch 1622 | loss: 0.0311451 | val_loss: 0.0311655 | Time: 2551.61 ms
[2021-03-03 23:31:40 main:574] : INFO : Epoch 1623 | loss: 0.031145 | val_loss: 0.0311642 | Time: 2555.64 ms
[2021-03-03 23:31:42 main:574] : INFO : Epoch 1624 | loss: 0.0311445 | val_loss: 0.0311688 | Time: 2542.19 ms
[2021-03-03 23:31:45 main:574] : INFO : Epoch 1625 | loss: 0.0311444 | val_loss: 0.0311648 | Time: 2540.42 ms
[2021-03-03 23:31:48 main:574] : INFO : Epoch 1626 | loss: 0.0311452 | val_loss: 0.031163 | Time: 2557.12 ms
[2021-03-03 23:31:50 main:574] : INFO : Epoch 1627 | loss: 0.0311433 | val_loss: 0.0311687 | Time: 2540.68 ms
[2021-03-03 23:31:53 main:574] : INFO : Epoch 1628 | loss: 0.0311436 | val_loss: 0.0311644 | Time: 2547.3 ms
[2021-03-03 23:31:55 main:574] : INFO : Epoch 1629 | loss: 0.0311437 | val_loss: 0.0311692 | Time: 2538.32 ms
[2021-03-03 23:31:58 main:574] : INFO : Epoch 1630 | loss: 0.0311496 | val_loss: 0.0311699 | Time: 2548.35 ms
[2021-03-03 23:32:01 main:574] : INFO : Epoch 1631 | loss: 0.0311506 | val_loss: 0.0311773 | Time: 2558.56 ms
[2021-03-03 23:32:03 main:574] : INFO : Epoch 1632 | loss: 0.0311489 | val_loss: 0.0311667 | Time: 2567.09 ms
[2021-03-03 23:32:06 main:574] : INFO : Epoch 1633 | loss: 0.0311432 | val_loss: 0.031162 | Time: 2552.73 ms
[2021-03-03 23:32:09 main:574] : INFO : Epoch 1634 | loss: 0.0311447 | val_loss: 0.031167 | Time: 2571.28 ms
[2021-03-03 23:32:11 main:574] : INFO : Epoch 1635 | loss: 0.0311444 | val_loss: 0.0311614 | Time: 2547.82 ms
[2021-03-03 23:32:14 main:574] : INFO : Epoch 1636 | loss: 0.0311434 | val_loss: 0.0311626 | Time: 2546.86 ms
[2021-03-03 23:32:17 main:574] : INFO : Epoch 1637 | loss: 0.0311426 | val_loss: 0.0311621 | Time: 2568.65 ms
[2021-03-03 23:32:19 main:574] : INFO : Epoch 1638 | loss: 0.0311453 | val_loss: 0.0311629 | Time: 2552.02 ms
[2021-03-03 23:32:22 main:574] : INFO : Epoch 1639 | loss: 0.0311449 | val_loss: 0.0311659 | Time: 2679.58 ms
[2021-03-03 23:32:25 main:574] : INFO : Epoch 1640 | loss: 0.0311495 | val_loss: 0.0311665 | Time: 2551.66 ms
[2021-03-03 23:32:27 main:574] : INFO : Epoch 1641 | loss: 0.0311484 | val_loss: 0.0311607 | Time: 2546.91 ms
[2021-03-03 23:32:30 main:574] : INFO : Epoch 1642 | loss: 0.0311452 | val_loss: 0.0311743 | Time: 2551.54 ms
[2021-03-03 23:32:32 main:574] : INFO : Epoch 1643 | loss: 0.0311468 | val_loss: 0.031163 | Time: 2539.6 ms
[2021-03-03 23:32:35 main:574] : INFO : Epoch 1644 | loss: 0.0311458 | val_loss: 0.0311692 | Time: 2538.59 ms
[2021-03-03 23:32:38 main:574] : INFO : Epoch 1645 | loss: 0.0311428 | val_loss: 0.0311635 | Time: 2556.09 ms
[2021-03-03 23:32:40 main:574] : INFO : Epoch 1646 | loss: 0.0311431 | val_loss: 0.0311657 | Time: 2546.41 ms
[2021-03-03 23:32:43 main:574] : INFO : Epoch 1647 | loss: 0.0311451 | val_loss: 0.031165 | Time: 2549.95 ms
[2021-03-03 23:32:46 main:574] : INFO : Epoch 1648 | loss: 0.0311419 | val_loss: 0.0311631 | Time: 2556.37 ms
[2021-03-03 23:32:48 main:574] : INFO : Epoch 1649 | loss: 0.0311442 | val_loss: 0.0311718 | Time: 2545.45 ms
[2021-03-03 23:32:51 main:574] : INFO : Epoch 1650 | loss: 0.0311456 | val_loss: 0.0311685 | Time: 2548.02 ms
[2021-03-03 23:32:54 main:574] : INFO : Epoch 1651 | loss: 0.031143 | val_loss: 0.0311628 | Time: 2546.08 ms
[2021-03-03 23:32:56 main:574] : INFO : Epoch 1652 | loss: 0.0311407 | val_loss: 0.031162 | Time: 2547.83 ms
[2021-03-03 23:32:59 main:574] : INFO : Epoch 1653 | loss: 0.0311437 | val_loss: 0.0311626 | Time: 2550.24 ms
[2021-03-03 23:33:01 main:574] : INFO : Epoch 1654 | loss: 0.0311403 | val_loss: 0.031164 | Time: 2574.28 ms
[2021-03-03 23:33:04 main:574] : INFO : Epoch 1655 | loss: 0.0311392 | val_loss: 0.0311667 | Time: 2546.54 ms
[2021-03-03 23:33:07 main:574] : INFO : Epoch 1656 | loss: 0.031143 | val_loss: 0.0311686 | Time: 2554.89 ms
[2021-03-03 23:33:09 main:574] : INFO : Epoch 1657 | loss: 0.0311438 | val_loss: 0.0311635 | Time: 2539.06 ms
[2021-03-03 23:33:12 main:574] : INFO : Epoch 1658 | loss: 0.0311397 | val_loss: 0.0311647 | Time: 2540.35 ms
[2021-03-03 23:33:15 main:574] : INFO : Epoch 1659 | loss: 0.031141 | val_loss: 0.0311647 | Time: 2562.56 ms
[2021-03-03 23:33:17 main:574] : INFO : Epoch 1660 | loss: 0.0311495 | val_loss: 0.0311661 | Time: 2545.46 ms
[2021-03-03 23:33:20 main:574] : INFO : Epoch 1661 | loss: 0.0311487 | val_loss: 0.0311633 | Time: 2557.7 ms
[2021-03-03 23:33:23 main:574] : INFO : Epoch 1662 | loss: 0.0311479 | val_loss: 0.0311642 | Time: 2570.13 ms
[2021-03-03 23:33:25 main:574] : INFO : Epoch 1663 | loss: 0.0311509 | val_loss: 0.0311686 | Time: 2561.11 ms
[2021-03-03 23:33:28 main:574] : INFO : Epoch 1664 | loss: 0.0311498 | val_loss: 0.0311638 | Time: 2546.49 ms
[2021-03-03 23:33:30 main:574] : INFO : Epoch 1665 | loss: 0.0311491 | val_loss: 0.0311652 | Time: 2537.85 ms
[2021-03-03 23:33:33 main:574] : INFO : Epoch 1666 | loss: 0.0311493 | val_loss: 0.0311611 | Time: 2538.53 ms
[2021-03-03 23:33:36 main:574] : INFO : Epoch 1667 | loss: 0.0311469 | val_loss: 0.0311588 | Time: 2553.81 ms
[2021-03-03 23:33:38 main:574] : INFO : Epoch 1668 | loss: 0.0311479 | val_loss: 0.0311657 | Time: 2535.5 ms
[2021-03-03 23:33:41 main:574] : INFO : Epoch 1669 | loss: 0.031147 | val_loss: 0.0311643 | Time: 2545.11 ms
[2021-03-03 23:33:44 main:574] : INFO : Epoch 1670 | loss: 0.0311478 | val_loss: 0.0311697 | Time: 2552.24 ms
[2021-03-03 23:33:46 main:574] : INFO : Epoch 1671 | loss: 0.0311468 | val_loss: 0.0311645 | Time: 2556.61 ms
[2021-03-03 23:33:49 main:574] : INFO : Epoch 1672 | loss: 0.031144 | val_loss: 0.0311675 | Time: 2541.29 ms
[2021-03-03 23:33:51 main:574] : INFO : Epoch 1673 | loss: 0.0311457 | val_loss: 0.0311616 | Time: 2547.06 ms
[2021-03-03 23:33:54 main:574] : INFO : Epoch 1674 | loss: 0.0311456 | val_loss: 0.0311611 | Time: 2539.02 ms
[2021-03-03 23:33:57 main:574] : INFO : Epoch 1675 | loss: 0.031147 | val_loss: 0.0311631 | Time: 2550.21 ms
[2021-03-03 23:33:59 main:574] : INFO : Epoch 1676 | loss: 0.0311446 | val_loss: 0.0311621 | Time: 2537 ms
[2021-03-03 23:34:02 main:574] : INFO : Epoch 1677 | loss: 0.0311432 | val_loss: 0.0311617 | Time: 2546.85 ms
[2021-03-03 23:34:05 main:574] : INFO : Epoch 1678 | loss: 0.0311442 | val_loss: 0.0311648 | Time: 2551.05 ms
[2021-03-03 23:34:07 main:574] : INFO : Epoch 1679 | loss: 0.0311447 | val_loss: 0.0311718 | Time: 2546.53 ms
[2021-03-03 23:34:10 main:574] : INFO : Epoch 1680 | loss: 0.0311483 | val_loss: 0.0311632 | Time: 2539.47 ms
[2021-03-03 23:34:12 main:574] : INFO : Epoch 1681 | loss: 0.031144 | val_loss: 0.0311637 | Time: 2557.99 ms
[2021-03-03 23:34:15 main:574] : INFO : Epoch 1682 | loss: 0.0311437 | val_loss: 0.0311674 | Time: 2544.65 ms
[2021-03-03 23:34:18 main:574] : INFO : Epoch 1683 | loss: 0.0311442 | val_loss: 0.0311659 | Time: 2552.64 ms
[2021-03-03 23:34:20 main:574] : INFO : Epoch 1684 | loss: 0.0311447 | val_loss: 0.0311813 | Time: 2564.18 ms
[2021-03-03 23:34:23 main:574] : INFO : Epoch 1685 | loss: 0.0311469 | val_loss: 0.0311616 | Time: 2552.03 ms
[2021-03-03 23:34:26 main:574] : INFO : Epoch 1686 | loss: 0.0311442 | val_loss: 0.0311637 | Time: 2569.37 ms
[2021-03-03 23:34:28 main:574] : INFO : Epoch 1687 | loss: 0.0311434 | val_loss: 0.0311664 | Time: 2555.64 ms
[2021-03-03 23:34:31 main:574] : INFO : Epoch 1688 | loss: 0.0311429 | val_loss: 0.0311674 | Time: 2553.99 ms
[2021-03-03 23:34:33 main:574] : INFO : Epoch 1689 | loss: 0.0311435 | val_loss: 0.0311624 | Time: 2562.61 ms
[2021-03-03 23:34:36 main:574] : INFO : Epoch 1690 | loss: 0.0311432 | val_loss: 0.031168 | Time: 2535.18 ms
[2021-03-03 23:34:39 main:574] : INFO : Epoch 1691 | loss: 0.031147 | val_loss: 0.0311629 | Time: 2552.21 ms
[2021-03-03 23:34:41 main:574] : INFO : Epoch 1692 | loss: 0.0311476 | val_loss: 0.0311651 | Time: 2545.6 ms
[2021-03-03 23:34:44 main:574] : INFO : Epoch 1693 | loss: 0.0559402 | val_loss: 0.0333201 | Time: 2539.12 ms
[2021-03-03 23:34:47 main:574] : INFO : Epoch 1694 | loss: 0.0442783 | val_loss: 0.0348406 | Time: 2552.5 ms
[2021-03-03 23:34:49 main:574] : INFO : Epoch 1695 | loss: 0.0324841 | val_loss: 0.0316315 | Time: 2558.28 ms
[2021-03-03 23:34:52 main:574] : INFO : Epoch 1696 | loss: 0.0313694 | val_loss: 0.0312572 | Time: 2545.38 ms
[2021-03-03 23:34:54 main:574] : INFO : Epoch 1697 | loss: 0.0312647 | val_loss: 0.0312459 | Time: 2536.94 ms
[2021-03-03 23:34:57 main:574] : INFO : Epoch 1698 | loss: 0.0312416 | val_loss: 0.0312356 | Time: 2543.48 ms
[2021-03-03 23:35:00 main:574] : INFO : Epoch 1699 | loss: 0.0312308 | val_loss: 0.0312266 | Time: 2547.84 ms
[2021-03-03 23:35:02 main:574] : INFO : Epoch 1700 | loss: 0.0312242 | val_loss: 0.0312213 | Time: 2565.49 ms
[2021-03-03 23:35:05 main:574] : INFO : Epoch 1701 | loss: 0.0312187 | val_loss: 0.0312158 | Time: 2528.03 ms
[2021-03-03 23:35:08 main:574] : INFO : Epoch 1702 | loss: 0.0312145 | val_loss: 0.0312122 | Time: 2553.39 ms
[2021-03-03 23:35:10 main:574] : INFO : Epoch 1703 | loss: 0.0312108 | val_loss: 0.0312092 | Time: 2555.15 ms
[2021-03-03 23:35:13 main:574] : INFO : Epoch 1704 | loss: 0.0312078 | val_loss: 0.0312057 | Time: 2546.84 ms
[2021-03-03 23:35:16 main:574] : INFO : Epoch 1705 | loss: 0.0312042 | val_loss: 0.0312023 | Time: 2560.03 ms
[2021-03-03 23:35:18 main:574] : INFO : Epoch 1706 | loss: 0.0312018 | val_loss: 0.0311999 | Time: 2548.15 ms
[2021-03-03 23:35:21 main:574] : INFO : Epoch 1707 | loss: 0.0311985 | val_loss: 0.0311971 | Time: 2543.5 ms
[2021-03-03 23:35:23 main:574] : INFO : Epoch 1708 | loss: 0.0311957 | val_loss: 0.0311941 | Time: 2560.18 ms
[2021-03-03 23:35:26 main:574] : INFO : Epoch 1709 | loss: 0.0311927 | val_loss: 0.0311921 | Time: 2542.76 ms
[2021-03-03 23:35:29 main:574] : INFO : Epoch 1710 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 2538.18 ms
[2021-03-03 23:35:31 main:574] : INFO : Epoch 1711 | loss: 0.0311883 | val_loss: 0.0311878 | Time: 2568.95 ms
[2021-03-03 23:35:34 main:574] : INFO : Epoch 1712 | loss: 0.0311859 | val_loss: 0.0311865 | Time: 2555.31 ms
[2021-03-03 23:35:37 main:574] : INFO : Epoch 1713 | loss: 0.0311843 | val_loss: 0.0311843 | Time: 2551.07 ms
[2021-03-03 23:35:39 main:574] : INFO : Epoch 1714 | loss: 0.0311826 | val_loss: 0.0311832 | Time: 2553.48 ms
[2021-03-03 23:35:42 main:574] : INFO : Epoch 1715 | loss: 0.0311813 | val_loss: 0.0311817 | Time: 2548.05 ms
[2021-03-03 23:35:45 main:574] : INFO : Epoch 1716 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 2539.79 ms
[2021-03-03 23:35:47 main:574] : INFO : Epoch 1717 | loss: 0.0311784 | val_loss: 0.0311795 | Time: 2558.05 ms
[2021-03-03 23:35:50 main:574] : INFO : Epoch 1718 | loss: 0.031177 | val_loss: 0.0311783 | Time: 2547.74 ms
[2021-03-03 23:35:52 main:574] : INFO : Epoch 1719 | loss: 0.0311761 | val_loss: 0.0311777 | Time: 2560.23 ms
[2021-03-03 23:35:55 main:574] : INFO : Epoch 1720 | loss: 0.0311752 | val_loss: 0.0311772 | Time: 2555.46 ms
[2021-03-03 23:35:58 main:574] : INFO : Epoch 1721 | loss: 0.0311741 | val_loss: 0.0311767 | Time: 2556.24 ms
[2021-03-03 23:36:00 main:574] : INFO : Epoch 1722 | loss: 0.0311736 | val_loss: 0.0311757 | Time: 2557.48 ms
[2021-03-03 23:36:03 main:574] : INFO : Epoch 1723 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 2541.84 ms
[2021-03-03 23:36:06 main:574] : INFO : Epoch 1724 | loss: 0.0311724 | val_loss: 0.0311746 | Time: 2533.28 ms
[2021-03-03 23:36:08 main:574] : INFO : Epoch 1725 | loss: 0.0311718 | val_loss: 0.0311735 | Time: 2559.86 ms
[2021-03-03 23:36:11 main:574] : INFO : Epoch 1726 | loss: 0.0311713 | val_loss: 0.0311733 | Time: 2553.07 ms
[2021-03-03 23:36:13 main:574] : INFO : Epoch 1727 | loss: 0.0311713 | val_loss: 0.0311736 | Time: 2540.4 ms
[2021-03-03 23:36:16 main:574] : INFO : Epoch 1728 | loss: 0.0311713 | val_loss: 0.0311734 | Time: 2545.45 ms
[2021-03-03 23:36:19 main:574] : INFO : Epoch 1729 | loss: 0.0311703 | val_loss: 0.0311729 | Time: 2540.46 ms
[2021-03-03 23:36:21 main:574] : INFO : Epoch 1730 | loss: 0.0311698 | val_loss: 0.0311732 | Time: 2557.47 ms
[2021-03-03 23:36:24 main:574] : INFO : Epoch 1731 | loss: 0.0311694 | val_loss: 0.0311731 | Time: 2550.56 ms
[2021-03-03 23:36:27 main:574] : INFO : Epoch 1732 | loss: 0.0311689 | val_loss: 0.0311729 | Time: 2543.24 ms
[2021-03-03 23:36:29 main:574] : INFO : Epoch 1733 | loss: 0.031169 | val_loss: 0.0311729 | Time: 2551.87 ms
[2021-03-03 23:36:32 main:574] : INFO : Epoch 1734 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 2537.9 ms
[2021-03-03 23:36:35 main:574] : INFO : Epoch 1735 | loss: 0.0311682 | val_loss: 0.0311733 | Time: 2550.53 ms
[2021-03-03 23:36:37 main:574] : INFO : Epoch 1736 | loss: 0.0311682 | val_loss: 0.0311722 | Time: 2550.52 ms
[2021-03-03 23:36:40 main:574] : INFO : Epoch 1737 | loss: 0.0311683 | val_loss: 0.0311725 | Time: 2543.27 ms
[2021-03-03 23:36:42 main:574] : INFO : Epoch 1738 | loss: 0.0311674 | val_loss: 0.0311719 | Time: 2546.5 ms
[2021-03-03 23:36:45 main:574] : INFO : Epoch 1739 | loss: 0.0311673 | val_loss: 0.0311737 | Time: 2541.74 ms
[2021-03-03 23:36:48 main:574] : INFO : Epoch 1740 | loss: 0.0311672 | val_loss: 0.0311717 | Time: 2546.4 ms
[2021-03-03 23:36:50 main:574] : INFO : Epoch 1741 | loss: 0.031167 | val_loss: 0.0311722 | Time: 2556.89 ms
[2021-03-03 23:36:53 main:574] : INFO : Epoch 1742 | loss: 0.031167 | val_loss: 0.0311723 | Time: 2566.93 ms
[2021-03-03 23:36:55 main:574] : INFO : Epoch 1743 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 2529.72 ms
[2021-03-03 23:36:58 main:574] : INFO : Epoch 1744 | loss: 0.031166 | val_loss: 0.0311713 | Time: 2555.51 ms
[2021-03-03 23:37:01 main:574] : INFO : Epoch 1745 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 2548.45 ms
[2021-03-03 23:37:03 main:574] : INFO : Epoch 1746 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 2545.73 ms
[2021-03-03 23:37:06 main:574] : INFO : Epoch 1747 | loss: 0.0311653 | val_loss: 0.0311717 | Time: 2551.19 ms
[2021-03-03 23:37:09 main:574] : INFO : Epoch 1748 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 2548.84 ms
[2021-03-03 23:37:11 main:574] : INFO : Epoch 1749 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 2557.13 ms
[2021-03-03 23:37:14 main:574] : INFO : Epoch 1750 | loss: 0.0311653 | val_loss: 0.0311711 | Time: 2540.51 ms
[2021-03-03 23:37:16 main:574] : INFO : Epoch 1751 | loss: 0.031165 | val_loss: 0.0311713 | Time: 2549.82 ms
[2021-03-03 23:37:19 main:574] : INFO : Epoch 1752 | loss: 0.0311648 | val_loss: 0.0311714 | Time: 2559.94 ms
[2021-03-03 23:37:22 main:574] : INFO : Epoch 1753 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 2547.61 ms
[2021-03-03 23:37:24 main:574] : INFO : Epoch 1754 | loss: 0.0311649 | val_loss: 0.0311705 | Time: 2530.86 ms
[2021-03-03 23:37:27 main:574] : INFO : Epoch 1755 | loss: 0.031165 | val_loss: 0.0311707 | Time: 2561.22 ms
[2021-03-03 23:37:30 main:574] : INFO : Epoch 1756 | loss: 0.0311656 | val_loss: 0.0311723 | Time: 2542.43 ms
[2021-03-03 23:37:32 main:574] : INFO : Epoch 1757 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 2535 ms
[2021-03-03 23:37:35 main:574] : INFO : Epoch 1758 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 2549.98 ms
[2021-03-03 23:37:38 main:574] : INFO : Epoch 1759 | loss: 0.0311649 | val_loss: 0.0311694 | Time: 2542.57 ms
[2021-03-03 23:37:40 main:574] : INFO : Epoch 1760 | loss: 0.0311646 | val_loss: 0.0311705 | Time: 2556.35 ms
[2021-03-03 23:37:43 main:574] : INFO : Epoch 1761 | loss: 0.0311644 | val_loss: 0.0311699 | Time: 2563.91 ms
[2021-03-03 23:37:45 main:574] : INFO : Epoch 1762 | loss: 0.0311646 | val_loss: 0.0311699 | Time: 2538.83 ms
[2021-03-03 23:37:48 main:574] : INFO : Epoch 1763 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 2554.61 ms
[2021-03-03 23:37:51 main:574] : INFO : Epoch 1764 | loss: 0.0311637 | val_loss: 0.03117 | Time: 2557.26 ms
[2021-03-03 23:37:53 main:574] : INFO : Epoch 1765 | loss: 0.0311634 | val_loss: 0.0311695 | Time: 2548.62 ms
[2021-03-03 23:37:56 main:574] : INFO : Epoch 1766 | loss: 0.0311632 | val_loss: 0.0311699 | Time: 2553.37 ms
[2021-03-03 23:37:59 main:574] : INFO : Epoch 1767 | loss: 0.031163 | val_loss: 0.0311688 | Time: 2543.48 ms
[2021-03-03 23:38:01 main:574] : INFO : Epoch 1768 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 2530.61 ms
[2021-03-03 23:38:04 main:574] : INFO : Epoch 1769 | loss: 0.0311633 | val_loss: 0.0311693 | Time: 2561.07 ms
[2021-03-03 23:38:06 main:574] : INFO : Epoch 1770 | loss: 0.0311641 | val_loss: 0.0311702 | Time: 2550.06 ms
[2021-03-03 23:38:09 main:574] : INFO : Epoch 1771 | loss: 0.0311642 | val_loss: 0.03117 | Time: 2541.93 ms
[2021-03-03 23:38:12 main:574] : INFO : Epoch 1772 | loss: 0.0311632 | val_loss: 0.0311682 | Time: 2544.75 ms
[2021-03-03 23:38:14 main:574] : INFO : Epoch 1773 | loss: 0.0311626 | val_loss: 0.0311689 | Time: 2550.12 ms
[2021-03-03 23:38:17 main:574] : INFO : Epoch 1774 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 2551.73 ms
[2021-03-03 23:38:20 main:574] : INFO : Epoch 1775 | loss: 0.0311627 | val_loss: 0.0311689 | Time: 2552.6 ms
[2021-03-03 23:38:22 main:574] : INFO : Epoch 1776 | loss: 0.0311626 | val_loss: 0.0311682 | Time: 2539.96 ms
[2021-03-03 23:38:25 main:574] : INFO : Epoch 1777 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 2566.91 ms
[2021-03-03 23:38:27 main:574] : INFO : Epoch 1778 | loss: 0.0311635 | val_loss: 0.0311685 | Time: 2531.01 ms
[2021-03-03 23:38:30 main:574] : INFO : Epoch 1779 | loss: 0.0311628 | val_loss: 0.0311688 | Time: 2540.67 ms
[2021-03-03 23:38:33 main:574] : INFO : Epoch 1780 | loss: 0.0311624 | val_loss: 0.0311678 | Time: 2571.44 ms
[2021-03-03 23:38:35 main:574] : INFO : Epoch 1781 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 2546.23 ms
[2021-03-03 23:38:38 main:574] : INFO : Epoch 1782 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 2556.38 ms
[2021-03-03 23:38:41 main:574] : INFO : Epoch 1783 | loss: 0.0311625 | val_loss: 0.0311677 | Time: 2565.7 ms
[2021-03-03 23:38:43 main:574] : INFO : Epoch 1784 | loss: 0.0311624 | val_loss: 0.0311697 | Time: 2549.32 ms
[2021-03-03 23:38:46 main:574] : INFO : Epoch 1785 | loss: 0.0311625 | val_loss: 0.0311676 | Time: 2573.74 ms
[2021-03-03 23:38:49 main:574] : INFO : Epoch 1786 | loss: 0.0311619 | val_loss: 0.0311663 | Time: 2565.73 ms
[2021-03-03 23:38:51 main:574] : INFO : Epoch 1787 | loss: 0.0311623 | val_loss: 0.0311682 | Time: 2566.75 ms
[2021-03-03 23:38:54 main:574] : INFO : Epoch 1788 | loss: 0.0311622 | val_loss: 0.0311675 | Time: 2564.66 ms
[2021-03-03 23:38:57 main:574] : INFO : Epoch 1789 | loss: 0.031162 | val_loss: 0.0311676 | Time: 2543.89 ms
[2021-03-03 23:38:59 main:574] : INFO : Epoch 1790 | loss: 0.0311615 | val_loss: 0.0311675 | Time: 2537.16 ms
[2021-03-03 23:39:02 main:574] : INFO : Epoch 1791 | loss: 0.0311613 | val_loss: 0.0311674 | Time: 2566.01 ms
[2021-03-03 23:39:04 main:574] : INFO : Epoch 1792 | loss: 0.0311615 | val_loss: 0.0311686 | Time: 2552.13 ms
[2021-03-03 23:39:07 main:574] : INFO : Epoch 1793 | loss: 0.031161 | val_loss: 0.0311679 | Time: 2540 ms
[2021-03-03 23:39:10 main:574] : INFO : Epoch 1794 | loss: 0.0311607 | val_loss: 0.0311701 | Time: 2551.41 ms
[2021-03-03 23:39:12 main:574] : INFO : Epoch 1795 | loss: 0.0311616 | val_loss: 0.031169 | Time: 2543.3 ms
[2021-03-03 23:39:15 main:574] : INFO : Epoch 1796 | loss: 0.031161 | val_loss: 0.0311675 | Time: 2547.14 ms
[2021-03-03 23:39:18 main:574] : INFO : Epoch 1797 | loss: 0.0311609 | val_loss: 0.0311687 | Time: 2546.32 ms
[2021-03-03 23:39:20 main:574] : INFO : Epoch 1798 | loss: 0.0311609 | val_loss: 0.0311683 | Time: 2541.71 ms
[2021-03-03 23:39:23 main:574] : INFO : Epoch 1799 | loss: 0.0311606 | val_loss: 0.0311689 | Time: 2553.66 ms
[2021-03-03 23:39:25 main:574] : INFO : Epoch 1800 | loss: 0.0311597 | val_loss: 0.031168 | Time: 2552.35 ms
[2021-03-03 23:39:28 main:574] : INFO : Epoch 1801 | loss: 0.0311597 | val_loss: 0.0311683 | Time: 2542.21 ms
[2021-03-03 23:39:31 main:574] : INFO : Epoch 1802 | loss: 0.0311603 | val_loss: 0.0311701 | Time: 2550.08 ms
[2021-03-03 23:39:33 main:574] : INFO : Epoch 1803 | loss: 0.0311605 | val_loss: 0.031168 | Time: 2529.68 ms
[2021-03-03 23:39:36 main:574] : INFO : Epoch 1804 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 2541.34 ms
[2021-03-03 23:39:39 main:574] : INFO : Epoch 1805 | loss: 0.0311597 | val_loss: 0.0311691 | Time: 2546.48 ms
[2021-03-03 23:39:41 main:574] : INFO : Epoch 1806 | loss: 0.0311593 | val_loss: 0.0311687 | Time: 2546.46 ms
[2021-03-03 23:39:44 main:574] : INFO : Epoch 1807 | loss: 0.0311592 | val_loss: 0.0311683 | Time: 2546.8 ms
[2021-03-03 23:39:46 main:574] : INFO : Epoch 1808 | loss: 0.0311609 | val_loss: 0.0311689 | Time: 2548.28 ms
[2021-03-03 23:39:49 main:574] : INFO : Epoch 1809 | loss: 0.0311611 | val_loss: 0.0311697 | Time: 2547.9 ms
[2021-03-03 23:39:52 main:574] : INFO : Epoch 1810 | loss: 0.0311594 | val_loss: 0.0311677 | Time: 2553.89 ms
[2021-03-03 23:39:54 main:574] : INFO : Epoch 1811 | loss: 0.0311592 | val_loss: 0.0311669 | Time: 2545.37 ms
[2021-03-03 23:39:57 main:574] : INFO : Epoch 1812 | loss: 0.031159 | val_loss: 0.0311678 | Time: 2561.48 ms
[2021-03-03 23:40:00 main:574] : INFO : Epoch 1813 | loss: 0.0311583 | val_loss: 0.0311665 | Time: 2550.93 ms
[2021-03-03 23:40:02 main:574] : INFO : Epoch 1814 | loss: 0.0311587 | val_loss: 0.0311675 | Time: 2547.06 ms
[2021-03-03 23:40:05 main:574] : INFO : Epoch 1815 | loss: 0.031159 | val_loss: 0.0311671 | Time: 2556.02 ms
[2021-03-03 23:40:08 main:574] : INFO : Epoch 1816 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 2549.43 ms
[2021-03-03 23:40:10 main:574] : INFO : Epoch 1817 | loss: 0.0311594 | val_loss: 0.031168 | Time: 2533.97 ms
[2021-03-03 23:40:13 main:574] : INFO : Epoch 1818 | loss: 0.0311589 | val_loss: 0.031167 | Time: 2547.67 ms
[2021-03-03 23:40:15 main:574] : INFO : Epoch 1819 | loss: 0.031159 | val_loss: 0.0311675 | Time: 2544.12 ms
[2021-03-03 23:40:18 main:574] : INFO : Epoch 1820 | loss: 0.0311583 | val_loss: 0.0311666 | Time: 2544.64 ms
[2021-03-03 23:40:21 main:574] : INFO : Epoch 1821 | loss: 0.031159 | val_loss: 0.0311677 | Time: 2557.8 ms
[2021-03-03 23:40:23 main:574] : INFO : Epoch 1822 | loss: 0.0311589 | val_loss: 0.0311668 | Time: 2549.02 ms
[2021-03-03 23:40:26 main:574] : INFO : Epoch 1823 | loss: 0.0311586 | val_loss: 0.0311669 | Time: 2542.73 ms
[2021-03-03 23:40:29 main:574] : INFO : Epoch 1824 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 2549.53 ms
[2021-03-03 23:40:31 main:574] : INFO : Epoch 1825 | loss: 0.0311585 | val_loss: 0.0311669 | Time: 2540.55 ms
[2021-03-03 23:40:34 main:574] : INFO : Epoch 1826 | loss: 0.0311578 | val_loss: 0.0311674 | Time: 2543.78 ms
[2021-03-03 23:40:36 main:574] : INFO : Epoch 1827 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 2552 ms
[2021-03-03 23:40:39 main:574] : INFO : Epoch 1828 | loss: 0.0311576 | val_loss: 0.0311661 | Time: 2536.36 ms
[2021-03-03 23:40:42 main:574] : INFO : Epoch 1829 | loss: 0.031157 | val_loss: 0.0311662 | Time: 2545.85 ms
[2021-03-03 23:40:44 main:574] : INFO : Epoch 1830 | loss: 0.0311568 | val_loss: 0.0311656 | Time: 2543.2 ms
[2021-03-03 23:40:47 main:574] : INFO : Epoch 1831 | loss: 0.0311571 | val_loss: 0.0311662 | Time: 2547.91 ms
[2021-03-03 23:40:49 main:574] : INFO : Epoch 1832 | loss: 0.0311573 | val_loss: 0.0311677 | Time: 2559.97 ms
[2021-03-03 23:40:52 main:574] : INFO : Epoch 1833 | loss: 0.0311586 | val_loss: 0.0311659 | Time: 2542.87 ms
[2021-03-03 23:40:55 main:574] : INFO : Epoch 1834 | loss: 0.0311564 | val_loss: 0.031164 | Time: 2542.83 ms
[2021-03-03 23:40:57 main:574] : INFO : Epoch 1835 | loss: 0.0311558 | val_loss: 0.031165 | Time: 2553.15 ms
[2021-03-03 23:41:00 main:574] : INFO : Epoch 1836 | loss: 0.0311554 | val_loss: 0.0311642 | Time: 2548.91 ms
[2021-03-03 23:41:03 main:574] : INFO : Epoch 1837 | loss: 0.0311569 | val_loss: 0.031165 | Time: 2553.19 ms
[2021-03-03 23:41:05 main:574] : INFO : Epoch 1838 | loss: 0.0311567 | val_loss: 0.0311656 | Time: 2547.07 ms
[2021-03-03 23:41:08 main:574] : INFO : Epoch 1839 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 2556.24 ms
[2021-03-03 23:41:11 main:574] : INFO : Epoch 1840 | loss: 0.0311583 | val_loss: 0.0311661 | Time: 2546 ms
[2021-03-03 23:41:13 main:574] : INFO : Epoch 1841 | loss: 0.0311558 | val_loss: 0.0311651 | Time: 2540.68 ms
[2021-03-03 23:41:16 main:574] : INFO : Epoch 1842 | loss: 0.0311567 | val_loss: 0.0311629 | Time: 2540.92 ms
[2021-03-03 23:41:18 main:574] : INFO : Epoch 1843 | loss: 0.0311568 | val_loss: 0.031163 | Time: 2562.24 ms
[2021-03-03 23:41:21 main:574] : INFO : Epoch 1844 | loss: 0.0311567 | val_loss: 0.0311651 | Time: 2536.19 ms
[2021-03-03 23:41:24 main:574] : INFO : Epoch 1845 | loss: 0.0311574 | val_loss: 0.0311649 | Time: 2543.07 ms
[2021-03-03 23:41:26 main:574] : INFO : Epoch 1846 | loss: 0.031155 | val_loss: 0.0311639 | Time: 2558.03 ms
[2021-03-03 23:41:29 main:574] : INFO : Epoch 1847 | loss: 0.0311554 | val_loss: 0.0311625 | Time: 2553.81 ms
[2021-03-03 23:41:32 main:574] : INFO : Epoch 1848 | loss: 0.0311535 | val_loss: 0.031164 | Time: 2544.85 ms
[2021-03-03 23:41:34 main:574] : INFO : Epoch 1849 | loss: 0.0311537 | val_loss: 0.0311637 | Time: 2552.4 ms
[2021-03-03 23:41:37 main:574] : INFO : Epoch 1850 | loss: 0.0311537 | val_loss: 0.0311628 | Time: 2536.55 ms
[2021-03-03 23:41:40 main:574] : INFO : Epoch 1851 | loss: 0.0311526 | val_loss: 0.0311626 | Time: 2566.2 ms
[2021-03-03 23:41:42 main:574] : INFO : Epoch 1852 | loss: 0.031153 | val_loss: 0.0311642 | Time: 2539.13 ms
[2021-03-03 23:41:45 main:574] : INFO : Epoch 1853 | loss: 0.0311537 | val_loss: 0.0311644 | Time: 2548.52 ms
[2021-03-03 23:41:47 main:574] : INFO : Epoch 1854 | loss: 0.0311539 | val_loss: 0.0311647 | Time: 2557.3 ms
[2021-03-03 23:41:50 main:574] : INFO : Epoch 1855 | loss: 0.0311534 | val_loss: 0.0311648 | Time: 2551.82 ms
[2021-03-03 23:41:53 main:574] : INFO : Epoch 1856 | loss: 0.0311527 | val_loss: 0.0311633 | Time: 2546.41 ms
[2021-03-03 23:41:55 main:574] : INFO : Epoch 1857 | loss: 0.0311528 | val_loss: 0.0311625 | Time: 2549.14 ms
[2021-03-03 23:41:58 main:574] : INFO : Epoch 1858 | loss: 0.0311532 | val_loss: 0.031162 | Time: 2544.69 ms
[2021-03-03 23:42:00 main:574] : INFO : Epoch 1859 | loss: 0.0311527 | val_loss: 0.0311616 | Time: 2560.5 ms
[2021-03-03 23:42:03 main:574] : INFO : Epoch 1860 | loss: 0.0311528 | val_loss: 0.0311621 | Time: 2553.78 ms
[2021-03-03 23:42:06 main:574] : INFO : Epoch 1861 | loss: 0.0311546 | val_loss: 0.0311619 | Time: 2541.47 ms
[2021-03-03 23:42:08 main:574] : INFO : Epoch 1862 | loss: 0.0311543 | val_loss: 0.0311647 | Time: 2556.9 ms
[2021-03-03 23:42:11 main:574] : INFO : Epoch 1863 | loss: 0.0311536 | val_loss: 0.0311624 | Time: 2538.6 ms
[2021-03-03 23:42:14 main:574] : INFO : Epoch 1864 | loss: 0.0311522 | val_loss: 0.0311642 | Time: 2549.21 ms
[2021-03-03 23:42:16 main:574] : INFO : Epoch 1865 | loss: 0.0311532 | val_loss: 0.0311631 | Time: 2573.77 ms
[2021-03-03 23:42:19 main:574] : INFO : Epoch 1866 | loss: 0.0311539 | val_loss: 0.0311617 | Time: 2545.09 ms
[2021-03-03 23:42:22 main:574] : INFO : Epoch 1867 | loss: 0.0311533 | val_loss: 0.0311645 | Time: 2549.87 ms
[2021-03-03 23:42:24 main:574] : INFO : Epoch 1868 | loss: 0.0311525 | val_loss: 0.0311627 | Time: 2561.56 ms
[2021-03-03 23:42:27 main:574] : INFO : Epoch 1869 | loss: 0.0311522 | val_loss: 0.0311618 | Time: 2543.03 ms
[2021-03-03 23:42:29 main:574] : INFO : Epoch 1870 | loss: 0.0311524 | val_loss: 0.0311625 | Time: 2559.99 ms
[2021-03-03 23:42:32 main:574] : INFO : Epoch 1871 | loss: 0.0311527 | val_loss: 0.0311634 | Time: 2553.62 ms
[2021-03-03 23:42:35 main:574] : INFO : Epoch 1872 | loss: 0.0311528 | val_loss: 0.0311623 | Time: 2547.75 ms
[2021-03-03 23:42:37 main:574] : INFO : Epoch 1873 | loss: 0.0311546 | val_loss: 0.031163 | Time: 2568.39 ms
[2021-03-03 23:42:40 main:574] : INFO : Epoch 1874 | loss: 0.0311532 | val_loss: 0.0311621 | Time: 2542.29 ms
[2021-03-03 23:42:43 main:574] : INFO : Epoch 1875 | loss: 0.0311532 | val_loss: 0.0311629 | Time: 2553.49 ms
[2021-03-03 23:42:45 main:574] : INFO : Epoch 1876 | loss: 0.0311521 | val_loss: 0.0311617 | Time: 2572.35 ms
[2021-03-03 23:42:48 main:574] : INFO : Epoch 1877 | loss: 0.031153 | val_loss: 0.0311634 | Time: 2542.73 ms
[2021-03-03 23:42:50 main:574] : INFO : Epoch 1878 | loss: 0.0311525 | val_loss: 0.031161 | Time: 2561.88 ms
[2021-03-03 23:42:53 main:574] : INFO : Epoch 1879 | loss: 0.0311527 | val_loss: 0.0311616 | Time: 2556.51 ms
[2021-03-03 23:42:56 main:574] : INFO : Epoch 1880 | loss: 0.0311528 | val_loss: 0.031161 | Time: 2542.12 ms
[2021-03-03 23:42:58 main:574] : INFO : Epoch 1881 | loss: 0.0311523 | val_loss: 0.0311624 | Time: 2563.94 ms
[2021-03-03 23:43:01 main:574] : INFO : Epoch 1882 | loss: 0.0311519 | val_loss: 0.0311626 | Time: 2563.55 ms
[2021-03-03 23:43:04 main:574] : INFO : Epoch 1883 | loss: 0.0311521 | val_loss: 0.0311622 | Time: 2551.81 ms
[2021-03-03 23:43:06 main:574] : INFO : Epoch 1884 | loss: 0.0311523 | val_loss: 0.0311615 | Time: 2555.04 ms
[2021-03-03 23:43:09 main:574] : INFO : Epoch 1885 | loss: 0.0311511 | val_loss: 0.0311607 | Time: 2555.33 ms
[2021-03-03 23:43:12 main:574] : INFO : Epoch 1886 | loss: 0.0311519 | val_loss: 0.031162 | Time: 2556.22 ms
[2021-03-03 23:43:14 main:574] : INFO : Epoch 1887 | loss: 0.0311516 | val_loss: 0.0311622 | Time: 2570.32 ms
[2021-03-03 23:43:17 main:574] : INFO : Epoch 1888 | loss: 0.0311523 | val_loss: 0.031167 | Time: 2558.19 ms
[2021-03-03 23:43:20 main:574] : INFO : Epoch 1889 | loss: 0.0311511 | val_loss: 0.0311636 | Time: 2590.58 ms
[2021-03-03 23:43:22 main:574] : INFO : Epoch 1890 | loss: 0.031153 | val_loss: 0.0311631 | Time: 2564.39 ms
[2021-03-03 23:43:25 main:574] : INFO : Epoch 1891 | loss: 0.0311545 | val_loss: 0.0311631 | Time: 2538.09 ms
[2021-03-03 23:43:27 main:574] : INFO : Epoch 1892 | loss: 0.0311539 | val_loss: 0.0311637 | Time: 2560.73 ms
[2021-03-03 23:43:30 main:574] : INFO : Epoch 1893 | loss: 0.0311523 | val_loss: 0.0311625 | Time: 2547.09 ms
[2021-03-03 23:43:33 main:574] : INFO : Epoch 1894 | loss: 0.0311514 | val_loss: 0.0311641 | Time: 2543.9 ms
[2021-03-03 23:43:35 main:574] : INFO : Epoch 1895 | loss: 0.0311521 | val_loss: 0.0311613 | Time: 2566.91 ms
[2021-03-03 23:43:38 main:574] : INFO : Epoch 1896 | loss: 0.0311542 | val_loss: 0.0311614 | Time: 2547.89 ms
[2021-03-03 23:43:41 main:574] : INFO : Epoch 1897 | loss: 0.0311504 | val_loss: 0.0311612 | Time: 2562.74 ms
[2021-03-03 23:43:43 main:574] : INFO : Epoch 1898 | loss: 0.03115 | val_loss: 0.0311614 | Time: 2564.26 ms
[2021-03-03 23:43:46 main:574] : INFO : Epoch 1899 | loss: 0.0311509 | val_loss: 0.0311626 | Time: 2551.44 ms
[2021-03-03 23:43:49 main:574] : INFO : Epoch 1900 | loss: 0.0311524 | val_loss: 0.0311634 | Time: 2551.53 ms
[2021-03-03 23:43:51 main:574] : INFO : Epoch 1901 | loss: 0.0311529 | val_loss: 0.0311639 | Time: 2550.47 ms
[2021-03-03 23:43:54 main:574] : INFO : Epoch 1902 | loss: 0.0311515 | val_loss: 0.0311629 | Time: 2540.64 ms
[2021-03-03 23:43:56 main:574] : INFO : Epoch 1903 | loss: 0.0311519 | val_loss: 0.031163 | Time: 2558.95 ms
[2021-03-03 23:43:59 main:574] : INFO : Epoch 1904 | loss: 0.0311527 | val_loss: 0.0311646 | Time: 2551.74 ms
[2021-03-03 23:44:02 main:574] : INFO : Epoch 1905 | loss: 0.0311533 | val_loss: 0.0311632 | Time: 2552.7 ms
[2021-03-03 23:44:04 main:574] : INFO : Epoch 1906 | loss: 0.0311544 | val_loss: 0.0311594 | Time: 2547.63 ms
[2021-03-03 23:44:07 main:574] : INFO : Epoch 1907 | loss: 0.0311524 | val_loss: 0.0311595 | Time: 2554.28 ms
[2021-03-03 23:44:10 main:574] : INFO : Epoch 1908 | loss: 0.0311511 | val_loss: 0.0311626 | Time: 2542.41 ms
[2021-03-03 23:44:12 main:574] : INFO : Epoch 1909 | loss: 0.0311514 | val_loss: 0.0311608 | Time: 2563.86 ms
[2021-03-03 23:44:15 main:574] : INFO : Epoch 1910 | loss: 0.0311531 | val_loss: 0.0311647 | Time: 2547.52 ms
[2021-03-03 23:44:18 main:574] : INFO : Epoch 1911 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 2554.94 ms
[2021-03-03 23:44:20 main:574] : INFO : Epoch 1912 | loss: 0.0311532 | val_loss: 0.0311683 | Time: 2556.87 ms
[2021-03-03 23:44:23 main:574] : INFO : Epoch 1913 | loss: 0.0311549 | val_loss: 0.0311639 | Time: 2544.9 ms
[2021-03-03 23:44:25 main:574] : INFO : Epoch 1914 | loss: 0.0311547 | val_loss: 0.0311631 | Time: 2560.98 ms
[2021-03-03 23:44:28 main:574] : INFO : Epoch 1915 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 2549.81 ms
[2021-03-03 23:44:31 main:574] : INFO : Epoch 1916 | loss: 0.031155 | val_loss: 0.031161 | Time: 2550.44 ms
[2021-03-03 23:44:33 main:574] : INFO : Epoch 1917 | loss: 0.0311512 | val_loss: 0.0311604 | Time: 2555.27 ms
[2021-03-03 23:44:36 main:574] : INFO : Epoch 1918 | loss: 0.03115 | val_loss: 0.0311609 | Time: 2564.54 ms
[2021-03-03 23:44:39 main:574] : INFO : Epoch 1919 | loss: 0.0311504 | val_loss: 0.031162 | Time: 2549.41 ms
[2021-03-03 23:44:41 main:574] : INFO : Epoch 1920 | loss: 0.0311518 | val_loss: 0.0311607 | Time: 2559.71 ms
[2021-03-03 23:44:44 main:574] : INFO : Epoch 1921 | loss: 0.0311506 | val_loss: 0.0311631 | Time: 2537.89 ms
[2021-03-03 23:44:47 main:574] : INFO : Epoch 1922 | loss: 0.0311507 | val_loss: 0.0311615 | Time: 2553.16 ms
[2021-03-03 23:44:49 main:574] : INFO : Epoch 1923 | loss: 0.0311511 | val_loss: 0.0311615 | Time: 2556.78 ms
[2021-03-03 23:44:52 main:574] : INFO : Epoch 1924 | loss: 0.0311502 | val_loss: 0.0311626 | Time: 2547.59 ms
[2021-03-03 23:44:54 main:574] : INFO : Epoch 1925 | loss: 0.0311509 | val_loss: 0.0311606 | Time: 2569.78 ms
[2021-03-03 23:44:57 main:574] : INFO : Epoch 1926 | loss: 0.0311499 | val_loss: 0.0311616 | Time: 2556.45 ms
[2021-03-03 23:45:00 main:574] : INFO : Epoch 1927 | loss: 0.0311496 | val_loss: 0.0311612 | Time: 2540.64 ms
[2021-03-03 23:45:02 main:574] : INFO : Epoch 1928 | loss: 0.0311492 | val_loss: 0.0311619 | Time: 2566.99 ms
[2021-03-03 23:45:05 main:574] : INFO : Epoch 1929 | loss: 0.0311496 | val_loss: 0.0311625 | Time: 2559.64 ms
[2021-03-03 23:45:08 main:574] : INFO : Epoch 1930 | loss: 0.0311497 | val_loss: 0.0311614 | Time: 2543.66 ms
[2021-03-03 23:45:10 main:574] : INFO : Epoch 1931 | loss: 0.0311501 | val_loss: 0.0311642 | Time: 2559.71 ms
[2021-03-03 23:45:13 main:574] : INFO : Epoch 1932 | loss: 0.0311514 | val_loss: 0.0311624 | Time: 2539.48 ms
[2021-03-03 23:45:15 main:574] : INFO : Epoch 1933 | loss: 0.03115 | val_loss: 0.0311622 | Time: 2545.25 ms
[2021-03-03 23:45:18 main:574] : INFO : Epoch 1934 | loss: 0.0311496 | val_loss: 0.0311628 | Time: 2559.4 ms
[2021-03-03 23:45:21 main:574] : INFO : Epoch 1935 | loss: 0.0311508 | val_loss: 0.031165 | Time: 2539.63 ms
[2021-03-03 23:45:23 main:574] : INFO : Epoch 1936 | loss: 0.031153 | val_loss: 0.0311628 | Time: 2558.93 ms
[2021-03-03 23:45:26 main:574] : INFO : Epoch 1937 | loss: 0.0311532 | val_loss: 0.0311612 | Time: 2545.44 ms
[2021-03-03 23:45:29 main:574] : INFO : Epoch 1938 | loss: 0.0311522 | val_loss: 0.0311609 | Time: 2540.11 ms
[2021-03-03 23:45:31 main:574] : INFO : Epoch 1939 | loss: 0.031152 | val_loss: 0.0311632 | Time: 2567.74 ms
[2021-03-03 23:45:34 main:574] : INFO : Epoch 1940 | loss: 0.0311523 | val_loss: 0.0311633 | Time: 2545.36 ms
[2021-03-03 23:45:37 main:574] : INFO : Epoch 1941 | loss: 0.0311515 | val_loss: 0.031163 | Time: 2543.81 ms
[2021-03-03 23:45:39 main:574] : INFO : Epoch 1942 | loss: 0.0311524 | val_loss: 0.0311613 | Time: 2569.47 ms
[2021-03-03 23:45:42 main:574] : INFO : Epoch 1943 | loss: 0.0311513 | val_loss: 0.0311621 | Time: 2536.65 ms
[2021-03-03 23:45:44 main:574] : INFO : Epoch 1944 | loss: 0.0311523 | val_loss: 0.0311606 | Time: 2547.77 ms
[2021-03-03 23:45:47 main:574] : INFO : Epoch 1945 | loss: 0.0311493 | val_loss: 0.0311634 | Time: 2552.95 ms
[2021-03-03 23:45:50 main:574] : INFO : Epoch 1946 | loss: 0.0311495 | val_loss: 0.0311604 | Time: 2559.44 ms
[2021-03-03 23:45:52 main:574] : INFO : Epoch 1947 | loss: 0.0311502 | val_loss: 0.0311619 | Time: 2552.22 ms
[2021-03-03 23:45:55 main:574] : INFO : Epoch 1948 | loss: 0.0311532 | val_loss: 0.0311607 | Time: 2543.37 ms
[2021-03-03 23:45:58 main:574] : INFO : Epoch 1949 | loss: 0.0311513 | val_loss: 0.0311637 | Time: 2537.02 ms
[2021-03-03 23:46:00 main:574] : INFO : Epoch 1950 | loss: 0.0311513 | val_loss: 0.0311599 | Time: 2559.98 ms
[2021-03-03 23:46:03 main:574] : INFO : Epoch 1951 | loss: 0.0311501 | val_loss: 0.031162 | Time: 2542.39 ms
[2021-03-03 23:46:05 main:574] : INFO : Epoch 1952 | loss: 0.0311505 | val_loss: 0.0311607 | Time: 2545.75 ms
[2021-03-03 23:46:08 main:574] : INFO : Epoch 1953 | loss: 0.0311522 | val_loss: 0.0311618 | Time: 2561.65 ms
[2021-03-03 23:46:11 main:574] : INFO : Epoch 1954 | loss: 0.0311532 | val_loss: 0.0311638 | Time: 2547.03 ms
[2021-03-03 23:46:13 main:574] : INFO : Epoch 1955 | loss: 0.031154 | val_loss: 0.0311603 | Time: 2549.55 ms
[2021-03-03 23:46:16 main:574] : INFO : Epoch 1956 | loss: 0.0311542 | val_loss: 0.031165 | Time: 2547.65 ms
[2021-03-03 23:46:19 main:574] : INFO : Epoch 1957 | loss: 0.0311521 | val_loss: 0.031161 | Time: 2538.41 ms
[2021-03-03 23:46:21 main:574] : INFO : Epoch 1958 | loss: 0.0311523 | val_loss: 0.0311611 | Time: 2555.6 ms
[2021-03-03 23:46:24 main:574] : INFO : Epoch 1959 | loss: 0.031152 | val_loss: 0.0311628 | Time: 2547.11 ms
[2021-03-03 23:46:26 main:574] : INFO : Epoch 1960 | loss: 0.0311536 | val_loss: 0.0311627 | Time: 2540.35 ms
[2021-03-03 23:46:29 main:574] : INFO : Epoch 1961 | loss: 0.0311533 | val_loss: 0.0311684 | Time: 2557.19 ms
[2021-03-03 23:46:32 main:574] : INFO : Epoch 1962 | loss: 0.0311538 | val_loss: 0.0311617 | Time: 2545.34 ms
[2021-03-03 23:46:34 main:574] : INFO : Epoch 1963 | loss: 0.0311518 | val_loss: 0.0311612 | Time: 2538.44 ms
[2021-03-03 23:46:37 main:574] : INFO : Epoch 1964 | loss: 0.0311514 | val_loss: 0.0311627 | Time: 2542.75 ms
[2021-03-03 23:46:40 main:574] : INFO : Epoch 1965 | loss: 0.0311522 | val_loss: 0.0311659 | Time: 2537.33 ms
[2021-03-03 23:46:42 main:574] : INFO : Epoch 1966 | loss: 0.0311522 | val_loss: 0.0311642 | Time: 2558.98 ms
[2021-03-03 23:46:45 main:574] : INFO : Epoch 1967 | loss: 0.031152 | val_loss: 0.031163 | Time: 2557.26 ms
[2021-03-03 23:46:47 main:574] : INFO : Epoch 1968 | loss: 0.0311512 | val_loss: 0.0311623 | Time: 2542.52 ms
[2021-03-03 23:46:50 main:574] : INFO : Epoch 1969 | loss: 0.0311508 | val_loss: 0.0311652 | Time: 2542.15 ms
[2021-03-03 23:46:53 main:574] : INFO : Epoch 1970 | loss: 0.0311519 | val_loss: 0.0311694 | Time: 2548.73 ms
[2021-03-03 23:46:55 main:574] : INFO : Epoch 1971 | loss: 0.0311533 | val_loss: 0.0311634 | Time: 2549.11 ms
[2021-03-03 23:46:58 main:574] : INFO : Epoch 1972 | loss: 0.0311541 | val_loss: 0.0311708 | Time: 2556.5 ms
[2021-03-03 23:47:01 main:574] : INFO : Epoch 1973 | loss: 0.0311525 | val_loss: 0.0311633 | Time: 2552.11 ms
[2021-03-03 23:47:03 main:574] : INFO : Epoch 1974 | loss: 0.0311518 | val_loss: 0.0311663 | Time: 2551.07 ms
[2021-03-03 23:47:06 main:574] : INFO : Epoch 1975 | loss: 0.0311538 | val_loss: 0.0311663 | Time: 2570.93 ms
[2021-03-03 23:47:09 main:574] : INFO : Epoch 1976 | loss: 0.0311521 | val_loss: 0.0311649 | Time: 2548.69 ms
[2021-03-03 23:47:11 main:574] : INFO : Epoch 1977 | loss: 0.0311506 | val_loss: 0.0311662 | Time: 2566.2 ms
[2021-03-03 23:47:14 main:574] : INFO : Epoch 1978 | loss: 0.0311504 | val_loss: 0.0311641 | Time: 2549.46 ms
[2021-03-03 23:47:16 main:574] : INFO : Epoch 1979 | loss: 0.03115 | val_loss: 0.0311649 | Time: 2543.98 ms
[2021-03-03 23:47:19 main:574] : INFO : Epoch 1980 | loss: 0.0311499 | val_loss: 0.031163 | Time: 2565.68 ms
[2021-03-03 23:47:22 main:574] : INFO : Epoch 1981 | loss: 0.03115 | val_loss: 0.0311638 | Time: 2548.04 ms
[2021-03-03 23:47:24 main:574] : INFO : Epoch 1982 | loss: 0.0311506 | val_loss: 0.0311626 | Time: 2560.68 ms
[2021-03-03 23:47:27 main:574] : INFO : Epoch 1983 | loss: 0.0311507 | val_loss: 0.0311736 | Time: 2563.18 ms
[2021-03-03 23:47:30 main:574] : INFO : Epoch 1984 | loss: 0.0311566 | val_loss: 0.0311672 | Time: 2539.64 ms
[2021-03-03 23:47:32 main:574] : INFO : Epoch 1985 | loss: 0.0311558 | val_loss: 0.0311641 | Time: 2546.45 ms
[2021-03-03 23:47:35 main:574] : INFO : Epoch 1986 | loss: 0.0311536 | val_loss: 0.0311661 | Time: 2556.27 ms
[2021-03-03 23:47:38 main:574] : INFO : Epoch 1987 | loss: 0.0311533 | val_loss: 0.0311626 | Time: 2555.15 ms
[2021-03-03 23:47:40 main:574] : INFO : Epoch 1988 | loss: 0.0311538 | val_loss: 0.031166 | Time: 2548.38 ms
[2021-03-03 23:47:43 main:574] : INFO : Epoch 1989 | loss: 0.0311527 | val_loss: 0.0311636 | Time: 2544.78 ms
[2021-03-03 23:47:45 main:574] : INFO : Epoch 1990 | loss: 0.0311511 | val_loss: 0.0311616 | Time: 2535.84 ms
[2021-03-03 23:47:48 main:574] : INFO : Epoch 1991 | loss: 0.0311527 | val_loss: 0.0311643 | Time: 2564.56 ms
[2021-03-03 23:47:51 main:574] : INFO : Epoch 1992 | loss: 0.0311517 | val_loss: 0.0311616 | Time: 2542.05 ms
[2021-03-03 23:47:53 main:574] : INFO : Epoch 1993 | loss: 0.0311519 | val_loss: 0.0311626 | Time: 2542.05 ms
[2021-03-03 23:47:56 main:574] : INFO : Epoch 1994 | loss: 0.0311532 | val_loss: 0.0311623 | Time: 2564.01 ms
[2021-03-03 23:47:59 main:574] : INFO : Epoch 1995 | loss: 0.0311527 | val_loss: 0.0311614 | Time: 2552.23 ms
[2021-03-03 23:48:01 main:574] : INFO : Epoch 1996 | loss: 0.0311514 | val_loss: 0.0311615 | Time: 2543.24 ms
[2021-03-03 23:48:04 main:574] : INFO : Epoch 1997 | loss: 0.0311504 | val_loss: 0.0311633 | Time: 2562.15 ms
[2021-03-03 23:48:06 main:574] : INFO : Epoch 1998 | loss: 0.0311511 | val_loss: 0.0311643 | Time: 2562.05 ms
[2021-03-03 23:48:09 main:574] : INFO : Epoch 1999 | loss: 0.0311499 | val_loss: 0.031165 | Time: 2565.43 ms
[2021-03-03 23:48:12 main:574] : INFO : Epoch 2000 | loss: 0.031149 | val_loss: 0.0311619 | Time: 2547.54 ms
[2021-03-03 23:48:14 main:574] : INFO : Epoch 2001 | loss: 0.0311478 | val_loss: 0.031162 | Time: 2553.68 ms
[2021-03-03 23:48:17 main:574] : INFO : Epoch 2002 | loss: 0.0311476 | val_loss: 0.0311625 | Time: 2559.32 ms
[2021-03-03 23:48:20 main:574] : INFO : Epoch 2003 | loss: 0.0311488 | val_loss: 0.0311632 | Time: 2538.65 ms
[2021-03-03 23:48:22 main:574] : INFO : Epoch 2004 | loss: 0.0311486 | val_loss: 0.0311653 | Time: 2549.19 ms
[2021-03-03 23:48:25 main:574] : INFO : Epoch 2005 | loss: 0.0311514 | val_loss: 0.0311658 | Time: 2548.83 ms
[2021-03-03 23:48:27 main:574] : INFO : Epoch 2006 | loss: 0.0311495 | val_loss: 0.0311637 | Time: 2550.84 ms
[2021-03-03 23:48:30 main:574] : INFO : Epoch 2007 | loss: 0.0311481 | val_loss: 0.0311622 | Time: 2563.26 ms
[2021-03-03 23:48:33 main:574] : INFO : Epoch 2008 | loss: 0.0311483 | val_loss: 0.0311612 | Time: 2543.54 ms
[2021-03-03 23:48:35 main:574] : INFO : Epoch 2009 | loss: 0.0311495 | val_loss: 0.0311634 | Time: 2535.15 ms
[2021-03-03 23:48:38 main:574] : INFO : Epoch 2010 | loss: 0.0311494 | val_loss: 0.0311623 | Time: 2555.28 ms
[2021-03-03 23:48:41 main:574] : INFO : Epoch 2011 | loss: 0.0311502 | val_loss: 0.0311633 | Time: 2560.09 ms
[2021-03-03 23:48:43 main:574] : INFO : Epoch 2012 | loss: 0.0311499 | val_loss: 0.0311639 | Time: 2529.14 ms
[2021-03-03 23:48:46 main:574] : INFO : Epoch 2013 | loss: 0.0311503 | val_loss: 0.0311638 | Time: 2556.53 ms
[2021-03-03 23:48:48 main:574] : INFO : Epoch 2014 | loss: 0.0311502 | val_loss: 0.0311613 | Time: 2560.26 ms
[2021-03-03 23:48:51 main:574] : INFO : Epoch 2015 | loss: 0.0311479 | val_loss: 0.0311611 | Time: 2549.9 ms
[2021-03-03 23:48:54 main:574] : INFO : Epoch 2016 | loss: 0.0311484 | val_loss: 0.031161 | Time: 2549.42 ms
[2021-03-03 23:48:56 main:574] : INFO : Epoch 2017 | loss: 0.0311486 | val_loss: 0.0311631 | Time: 2547.94 ms
[2021-03-03 23:48:59 main:574] : INFO : Epoch 2018 | loss: 0.0311517 | val_loss: 0.0311641 | Time: 2544.17 ms
[2021-03-03 23:49:02 main:574] : INFO : Epoch 2019 | loss: 0.0311503 | val_loss: 0.0311681 | Time: 2555.26 ms
[2021-03-03 23:49:04 main:574] : INFO : Epoch 2020 | loss: 0.0311512 | val_loss: 0.0311645 | Time: 2541.01 ms
[2021-03-03 23:49:07 main:574] : INFO : Epoch 2021 | loss: 0.0311512 | val_loss: 0.0311621 | Time: 2555.22 ms
[2021-03-03 23:49:09 main:574] : INFO : Epoch 2022 | loss: 0.03115 | val_loss: 0.0311734 | Time: 2538.98 ms
[2021-03-03 23:49:12 main:574] : INFO : Epoch 2023 | loss: 0.0311517 | val_loss: 0.0311658 | Time: 2548.02 ms
[2021-03-03 23:49:15 main:574] : INFO : Epoch 2024 | loss: 0.0311501 | val_loss: 0.0311662 | Time: 2564.85 ms
[2021-03-03 23:49:17 main:574] : INFO : Epoch 2025 | loss: 0.0311483 | val_loss: 0.0311624 | Time: 2546.54 ms
[2021-03-03 23:49:20 main:574] : INFO : Epoch 2026 | loss: 0.0311485 | val_loss: 0.0311637 | Time: 2542.78 ms
[2021-03-03 23:49:23 main:574] : INFO : Epoch 2027 | loss: 0.0311506 | val_loss: 0.031165 | Time: 2557.86 ms
[2021-03-03 23:49:25 main:574] : INFO : Epoch 2028 | loss: 0.0311502 | val_loss: 0.0311656 | Time: 2541.04 ms
[2021-03-03 23:49:28 main:574] : INFO : Epoch 2029 | loss: 0.0311485 | val_loss: 0.0311649 | Time: 2556.64 ms
[2021-03-03 23:49:30 main:574] : INFO : Epoch 2030 | loss: 0.0311489 | val_loss: 0.031164 | Time: 2545.78 ms
[2021-03-03 23:49:33 main:574] : INFO : Epoch 2031 | loss: 0.0311485 | val_loss: 0.0311641 | Time: 2542.12 ms
[2021-03-03 23:49:36 main:574] : INFO : Epoch 2032 | loss: 0.0311491 | val_loss: 0.0311644 | Time: 2563.39 ms
[2021-03-03 23:49:38 main:574] : INFO : Epoch 2033 | loss: 0.0311487 | val_loss: 0.0311636 | Time: 2548.09 ms
[2021-03-03 23:49:41 main:574] : INFO : Epoch 2034 | loss: 0.0311497 | val_loss: 0.0311623 | Time: 2548.23 ms
[2021-03-03 23:49:44 main:574] : INFO : Epoch 2035 | loss: 0.0311504 | val_loss: 0.0311624 | Time: 2563.82 ms
[2021-03-03 23:49:46 main:574] : INFO : Epoch 2036 | loss: 0.0311473 | val_loss: 0.0311632 | Time: 2552.26 ms
[2021-03-03 23:49:49 main:574] : INFO : Epoch 2037 | loss: 0.0311496 | val_loss: 0.031171 | Time: 2570.81 ms
[2021-03-03 23:49:51 main:574] : INFO : Epoch 2038 | loss: 0.0311492 | val_loss: 0.0311678 | Time: 2559.4 ms
[2021-03-03 23:49:54 main:574] : INFO : Epoch 2039 | loss: 0.031151 | val_loss: 0.0311672 | Time: 2547.86 ms
[2021-03-03 23:49:57 main:574] : INFO : Epoch 2040 | loss: 0.0311486 | val_loss: 0.0311641 | Time: 2551.43 ms
[2021-03-03 23:49:59 main:574] : INFO : Epoch 2041 | loss: 0.0311491 | val_loss: 0.0311644 | Time: 2547.12 ms
[2021-03-03 23:50:02 main:574] : INFO : Epoch 2042 | loss: 0.0311513 | val_loss: 0.0311656 | Time: 2547.62 ms
[2021-03-03 23:50:05 main:574] : INFO : Epoch 2043 | loss: 0.031152 | val_loss: 0.0311639 | Time: 2562.01 ms
[2021-03-03 23:50:07 main:574] : INFO : Epoch 2044 | loss: 0.0311488 | val_loss: 0.0311688 | Time: 2546.03 ms
[2021-03-03 23:50:10 main:574] : INFO : Epoch 2045 | loss: 0.0311524 | val_loss: 0.0311653 | Time: 2541.7 ms
[2021-03-03 23:50:13 main:574] : INFO : Epoch 2046 | loss: 0.0311522 | val_loss: 0.0311623 | Time: 2560.13 ms
[2021-03-03 23:50:15 main:574] : INFO : Epoch 2047 | loss: 0.0311511 | val_loss: 0.0311632 | Time: 2543.56 ms
[2021-03-03 23:50:18 main:574] : INFO : Epoch 2048 | loss: 0.0311536 | val_loss: 0.0311638 | Time: 2556.23 ms
[2021-03-03 23:50:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311638
[2021-03-03 23:50:18 main:603] : INFO : Saving end state to config to file
[2021-03-03 23:50:18 main:608] : INFO : Success, exiting..
23:50:18 (10904): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)