Task 14624315
| Name | ParityModified-1647045462-10476-3-0_1 |
| Workunit | 11426414 |
| Created | 18 Apr 2022, 22:14:48 UTC |
| Sent | 18 Apr 2022, 22:15:16 UTC |
| Report deadline | 26 Apr 2022, 22:15:16 UTC |
| Received | 23 Apr 2022, 18:57:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 25 min 26 sec |
| CPU time | 1 hours 24 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,095.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.43 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1538 | loss: 0.0311609 | val_loss: 0.031175 | Time: 2493.33 ms [2022-04-23 12:36:03 main:581] : INFO : Epoch 1539 | loss: 0.0311586 | val_loss: 0.0311737 | Time: 2489.78 ms [2022-04-23 12:36:05 main:581] : INFO : Epoch 1540 | loss: 0.0311567 | val_loss: 0.0311733 | Time: 2489.89 ms [2022-04-23 12:36:08 main:581] : INFO : Epoch 1541 | loss: 0.031157 | val_loss: 0.0311731 | Time: 2490.16 ms [2022-04-23 12:36:10 main:581] : INFO : Epoch 1542 | loss: 0.0311584 | val_loss: 0.0311697 | Time: 2488.54 ms [2022-04-23 12:36:13 main:581] : INFO : Epoch 1543 | loss: 0.0311575 | val_loss: 0.0311755 | Time: 2489.17 ms [2022-04-23 12:36:15 main:581] : INFO : Epoch 1544 | loss: 0.0311575 | val_loss: 0.0311703 | Time: 2487.98 ms [2022-04-23 12:36:18 main:581] : INFO : Epoch 1545 | loss: 0.031158 | val_loss: 0.0311749 | Time: 2489.47 ms [2022-04-23 12:36:20 main:581] : INFO : Epoch 1546 | loss: 0.0311581 | val_loss: 0.0311704 | Time: 2487.03 ms [2022-04-23 12:36:23 main:581] : INFO : Epoch 1547 | loss: 0.0311559 | val_loss: 0.0311694 | Time: 2491.47 ms [2022-04-23 12:36:25 main:581] : INFO : Epoch 1548 | loss: 0.0311548 | val_loss: 0.0311696 | Time: 2488.9 ms [2022-04-23 12:36:28 main:581] : INFO : Epoch 1549 | loss: 0.0311566 | val_loss: 0.0311709 | Time: 2488.93 ms [2022-04-23 12:36:30 main:581] : INFO : Epoch 1550 | loss: 0.0311612 | val_loss: 0.0311881 | Time: 2489.7 ms [2022-04-23 12:36:33 main:581] : INFO : Epoch 1551 | loss: 0.03116 | val_loss: 0.0311739 | Time: 2486.77 ms [2022-04-23 12:36:35 main:581] : INFO : Epoch 1552 | loss: 0.0311546 | val_loss: 0.0311698 | Time: 2486.93 ms [2022-04-23 12:36:38 main:581] : INFO : Epoch 1553 | loss: 0.0311534 | val_loss: 0.0311704 | Time: 2489.32 ms [2022-04-23 12:36:40 main:581] : INFO : Epoch 1554 | loss: 0.0311563 | val_loss: 0.0311701 | Time: 2487.5 ms [2022-04-23 12:36:43 main:581] : INFO : Epoch 1555 | loss: 0.0311548 | val_loss: 0.0311651 | Time: 2488.54 ms [2022-04-23 12:36:45 main:581] : INFO : Epoch 1556 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 2488.66 ms [2022-04-23 12:36:48 main:581] : INFO : Epoch 1557 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 2487.25 ms [2022-04-23 12:36:50 main:581] : INFO : Epoch 1558 | loss: 0.0311566 | val_loss: 0.031167 | Time: 2490.62 ms [2022-04-23 12:36:53 main:581] : INFO : Epoch 1559 | loss: 0.0311551 | val_loss: 0.0311662 | Time: 2489.1 ms [2022-04-23 12:36:55 main:581] : INFO : Epoch 1560 | loss: 0.0311548 | val_loss: 0.0311662 | Time: 2490.48 ms [2022-04-23 12:36:58 main:581] : INFO : Epoch 1561 | loss: 0.0311564 | val_loss: 0.0311715 | Time: 2488.62 ms [2022-04-23 12:37:00 main:581] : INFO : Epoch 1562 | loss: 0.0311555 | val_loss: 0.0311644 | Time: 2495.35 ms [2022-04-23 12:37:03 main:581] : INFO : Epoch 1563 | loss: 0.031155 | val_loss: 0.0311656 | Time: 2489.26 ms [2022-04-23 12:37:05 main:581] : INFO : Epoch 1564 | loss: 0.0311544 | val_loss: 0.0311685 | Time: 2492.14 ms [2022-04-23 12:37:08 main:581] : INFO : Epoch 1565 | loss: 0.0311573 | val_loss: 0.031167 | Time: 2491.42 ms [2022-04-23 12:37:10 main:581] : INFO : Epoch 1566 | loss: 0.0311563 | val_loss: 0.0311704 | Time: 2490.82 ms [2022-04-23 12:37:13 main:581] : INFO : Epoch 1567 | loss: 0.0311535 | val_loss: 0.0311668 | Time: 2491.27 ms [2022-04-23 12:37:15 main:581] : INFO : Epoch 1568 | loss: 0.0311525 | val_loss: 0.0311669 | Time: 2489.6 ms [2022-04-23 12:37:18 main:581] : INFO : Epoch 1569 | loss: 0.0311552 | val_loss: 0.0311736 | Time: 2493.43 ms [2022-04-23 12:37:20 main:581] : INFO : Epoch 1570 | loss: 0.0311527 | val_loss: 0.0311682 | Time: 2490.87 ms [2022-04-23 12:37:23 main:581] : INFO : Epoch 1571 | loss: 0.0311518 | val_loss: 0.0311713 | Time: 2493.14 ms [2022-04-23 12:37:25 main:581] : INFO : Epoch 1572 | loss: 0.0311515 | val_loss: 0.0311668 | Time: 2489.98 ms [2022-04-23 12:37:28 main:581] : INFO : Epoch 1573 | loss: 0.0311509 | val_loss: 0.0311667 | Time: 2490.51 ms [2022-04-23 12:37:30 main:581] : INFO : Epoch 1574 | loss: 0.0311511 | val_loss: 0.0311669 | Time: 2489.3 ms [2022-04-23 12:37:33 main:581] : INFO : Epoch 1575 | loss: 0.0311583 | val_loss: 0.0311695 | Time: 2490.56 ms [2022-04-23 12:37:35 main:581] : INFO : Epoch 1576 | loss: 0.0311591 | val_loss: 0.0311749 | Time: 2490.45 ms [2022-04-23 12:37:38 main:581] : INFO : Epoch 1577 | loss: 0.0311541 | val_loss: 0.0311704 | Time: 2491.12 ms [2022-04-23 12:37:40 main:581] : INFO : Epoch 1578 | loss: 0.0311542 | val_loss: 0.0311708 | Time: 2490.86 ms [2022-04-23 12:37:43 main:581] : INFO : Epoch 1579 | loss: 0.0311569 | val_loss: 0.0311702 | Time: 2491.18 ms [2022-04-23 12:37:45 main:581] : INFO : Epoch 1580 | loss: 0.0311547 | val_loss: 0.0311721 | Time: 2488.05 ms [2022-04-23 12:37:48 main:581] : INFO : Epoch 1581 | loss: 0.031152 | val_loss: 0.0311703 | Time: 2489.22 ms [2022-04-23 12:37:50 main:581] : INFO : Epoch 1582 | loss: 0.0311513 | val_loss: 0.031169 | Time: 2491.13 ms [2022-04-23 12:37:53 main:581] : INFO : Epoch 1583 | loss: 0.0311545 | val_loss: 0.0311711 | Time: 2493.23 ms [2022-04-23 12:37:55 main:581] : INFO : Epoch 1584 | loss: 0.0311532 | val_loss: 0.031168 | Time: 2492.04 ms [2022-04-23 12:37:58 main:581] : INFO : Epoch 1585 | loss: 0.0311549 | val_loss: 0.0311696 | Time: 2492.25 ms [2022-04-23 12:38:00 main:581] : INFO : Epoch 1586 | loss: 0.0311514 | val_loss: 0.0311713 | Time: 2493.63 ms [2022-04-23 12:38:03 main:581] : INFO : Epoch 1587 | loss: 0.0311534 | val_loss: 0.0311782 | Time: 2493.03 ms [2022-04-23 12:38:05 main:581] : INFO : Epoch 1588 | loss: 0.0311503 | val_loss: 0.03117 | Time: 2489.01 ms [2022-04-23 12:38:08 main:581] : INFO : Epoch 1589 | loss: 0.0311481 | val_loss: 0.0311696 | Time: 2488.66 ms [2022-04-23 12:38:10 main:581] : INFO : Epoch 1590 | loss: 0.0311492 | val_loss: 0.0311717 | Time: 2491.69 ms [2022-04-23 12:38:13 main:581] : INFO : Epoch 1591 | loss: 0.0311486 | val_loss: 0.0311703 | Time: 2488.72 ms [2022-04-23 12:38:15 main:581] : INFO : Epoch 1592 | loss: 0.031151 | val_loss: 0.0311698 | Time: 2489.58 ms [2022-04-23 12:38:17 main:581] : INFO : Epoch 1593 | loss: 0.03115 | val_loss: 0.0311728 | Time: 2489.8 ms [2022-04-23 12:38:20 main:581] : INFO : Epoch 1594 | loss: 0.0311492 | val_loss: 0.0311716 | Time: 2492.09 ms [2022-04-23 12:38:22 main:581] : INFO : Epoch 1595 | loss: 0.0311482 | val_loss: 0.03117 | Time: 2488.57 ms [2022-04-23 12:38:25 main:581] : INFO : Epoch 1596 | loss: 0.0311498 | val_loss: 0.0311694 | Time: 2486.8 ms [2022-04-23 12:38:27 main:581] : INFO : Epoch 1597 | loss: 0.0311511 | val_loss: 0.0311653 | Time: 2490.89 ms [2022-04-23 12:38:30 main:581] : INFO : Epoch 1598 | loss: 0.0311544 | val_loss: 0.0311693 | Time: 2490.19 ms [2022-04-23 12:38:32 main:581] : INFO : Epoch 1599 | loss: 0.0311538 | val_loss: 0.0311691 | Time: 2491.68 ms [2022-04-23 12:38:35 main:581] : INFO : Epoch 1600 | loss: 0.0311532 | val_loss: 0.0311702 | Time: 2491.59 ms [2022-04-23 12:38:37 main:581] : INFO : Epoch 1601 | loss: 0.0311548 | val_loss: 0.031173 | Time: 2492 ms [2022-04-23 12:38:40 main:581] : INFO : Epoch 1602 | loss: 0.0311533 | val_loss: 0.0311695 | Time: 2489.08 ms [2022-04-23 12:38:42 main:581] : INFO : Epoch 1603 | loss: 0.0311528 | val_loss: 0.0311704 | Time: 2486.97 ms [2022-04-23 12:38:45 main:581] : INFO : Epoch 1604 | loss: 0.0311555 | val_loss: 0.0311699 | Time: 2486.46 ms [2022-04-23 12:38:47 main:581] : INFO : Epoch 1605 | loss: 0.0311555 | val_loss: 0.0311679 | Time: 2489 ms [2022-04-23 12:38:50 main:581] : INFO : Epoch 1606 | loss: 0.031159 | val_loss: 0.0311695 | Time: 2489.75 ms [2022-04-23 12:38:52 main:581] : INFO : Epoch 1607 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 2489.17 ms [2022-04-23 12:38:55 main:581] : INFO : Epoch 1608 | loss: 0.0311656 | val_loss: 0.0311851 | Time: 2489.04 ms [2022-04-23 12:38:57 main:581] : INFO : Epoch 1609 | loss: 0.0311591 | val_loss: 0.0311668 | Time: 2490.81 ms [2022-04-23 12:39:00 main:581] : INFO : Epoch 1610 | loss: 0.0311553 | val_loss: 0.0311674 | Time: 2490.74 ms [2022-04-23 12:39:02 main:581] : INFO : Epoch 1611 | loss: 0.0311559 | val_loss: 0.0311659 | Time: 2489.12 ms [2022-04-23 12:39:05 main:581] : INFO : Epoch 1612 | loss: 0.0311554 | val_loss: 0.0311683 | Time: 2491.24 ms [2022-04-23 12:39:07 main:581] : INFO : Epoch 1613 | loss: 0.0311538 | val_loss: 0.0311699 | Time: 2489.21 ms [2022-04-23 12:39:10 main:581] : INFO : Epoch 1614 | loss: 0.0311534 | val_loss: 0.0311698 | Time: 2491.71 ms [2022-04-23 12:39:12 main:581] : INFO : Epoch 1615 | loss: 0.031154 | val_loss: 0.0311688 | Time: 2489.43 ms [2022-04-23 12:39:15 main:581] : INFO : Epoch 1616 | loss: 0.0311519 | val_loss: 0.0311722 | Time: 2490.64 ms [2022-04-23 12:39:17 main:581] : INFO : Epoch 1617 | loss: 0.0311519 | val_loss: 0.031166 | Time: 2489.31 ms [2022-04-23 12:39:20 main:581] : INFO : Epoch 1618 | loss: 0.0311523 | val_loss: 0.0311664 | Time: 2489.59 ms [2022-04-23 12:39:22 main:581] : INFO : Epoch 1619 | loss: 0.0311527 | val_loss: 0.0311661 | Time: 2485.98 ms [2022-04-23 12:39:25 main:581] : INFO : Epoch 1620 | loss: 0.0311507 | val_loss: 0.0311658 | Time: 2489.01 ms [2022-04-23 12:39:27 main:581] : INFO : Epoch 1621 | loss: 0.0311515 | val_loss: 0.0311684 | Time: 2488.92 ms [2022-04-23 12:39:30 main:581] : INFO : Epoch 1622 | loss: 0.0311515 | val_loss: 0.0311653 | Time: 2489.84 ms [2022-04-23 12:39:32 main:581] : INFO : Epoch 1623 | loss: 0.0311517 | val_loss: 0.0311701 | Time: 2489.81 ms [2022-04-23 12:39:35 main:581] : INFO : Epoch 1624 | loss: 0.0311544 | val_loss: 0.0311696 | Time: 2499.38 ms [2022-04-23 12:39:37 main:581] : INFO : Epoch 1625 | loss: 0.0311521 | val_loss: 0.0311637 | Time: 2490.68 ms [2022-04-23 12:39:40 main:581] : INFO : Epoch 1626 | loss: 0.0311519 | val_loss: 0.0311668 | Time: 2487.46 ms [2022-04-23 12:39:42 main:581] : INFO : Epoch 1627 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 2487.07 ms [2022-04-23 12:39:45 main:581] : INFO : Epoch 1628 | loss: 0.0311599 | val_loss: 0.0311641 | Time: 2489.63 ms [2022-04-23 12:39:47 main:581] : INFO : Epoch 1629 | loss: 0.0311579 | val_loss: 0.0311652 | Time: 2489.09 ms [2022-04-23 12:39:50 main:581] : INFO : Epoch 1630 | loss: 0.0311578 | val_loss: 0.0311653 | Time: 2489.51 ms [2022-04-23 12:39:52 main:581] : INFO : Epoch 1631 | loss: 0.0311588 | val_loss: 0.0311719 | Time: 2491.27 ms [2022-04-23 12:39:55 main:581] : INFO : Epoch 1632 | loss: 0.0311579 | val_loss: 0.0311668 | Time: 2488.75 ms [2022-04-23 12:39:57 main:581] : INFO : Epoch 1633 | loss: 0.0311579 | val_loss: 0.0311654 | Time: 2488.9 ms [2022-04-23 12:40:00 main:581] : INFO : Epoch 1634 | loss: 0.0311609 | val_loss: 0.0311674 | Time: 2488.95 ms [2022-04-23 12:40:02 main:581] : INFO : Epoch 1635 | loss: 0.0311621 | val_loss: 0.0311669 | Time: 2493.53 ms [2022-04-23 12:40:05 main:581] : INFO : Epoch 1636 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 2495.98 ms [2022-04-23 12:40:07 main:581] : INFO : Epoch 1637 | loss: 0.0311602 | val_loss: 0.0311637 | Time: 2491.13 ms [2022-04-23 12:40:10 main:581] : INFO : Epoch 1638 | loss: 0.0311598 | val_loss: 0.0311651 | Time: 2489.95 ms [2022-04-23 12:40:12 main:581] : INFO : Epoch 1639 | loss: 0.0311602 | val_loss: 0.0311648 | Time: 2488.19 ms [2022-04-23 12:40:15 main:581] : INFO : Epoch 1640 | loss: 0.0311631 | val_loss: 0.0311807 | Time: 2488.94 ms [2022-04-23 12:40:17 main:581] : INFO : Epoch 1641 | loss: 0.0311643 | val_loss: 0.0311635 | Time: 2491.38 ms [2022-04-23 12:40:20 main:581] : INFO : Epoch 1642 | loss: 0.0311627 | val_loss: 0.0311671 | Time: 2490.31 ms [2022-04-23 12:40:22 main:581] : INFO : Epoch 1643 | loss: 0.0311603 | val_loss: 0.0311637 | Time: 2488.12 ms [2022-04-23 12:40:24 main:581] : INFO : Epoch 1644 | loss: 0.0311682 | val_loss: 0.0311698 | Time: 2488.56 ms [2022-04-23 12:40:27 main:581] : INFO : Epoch 1645 | loss: 0.0311627 | val_loss: 0.0311616 | Time: 2490.31 ms [2022-04-23 12:40:29 main:581] : INFO : Epoch 1646 | loss: 0.0311604 | val_loss: 0.0311629 | Time: 2489.15 ms [2022-04-23 12:40:32 main:581] : INFO : Epoch 1647 | loss: 0.0311586 | val_loss: 0.0311633 | Time: 2488.59 ms [2022-04-23 12:40:34 main:581] : INFO : Epoch 1648 | loss: 0.0311593 | val_loss: 0.0311626 | Time: 2488.94 ms [2022-04-23 12:40:37 main:581] : INFO : Epoch 1649 | loss: 0.0311605 | val_loss: 0.0311654 | Time: 2485.94 ms [2022-04-23 12:40:39 main:581] : INFO : Epoch 1650 | loss: 0.0311608 | val_loss: 0.0311657 | Time: 2489.4 ms [2022-04-23 12:40:42 main:581] : INFO : Epoch 1651 | loss: 0.0311611 | val_loss: 0.0311621 | Time: 2490.44 ms [2022-04-23 12:40:44 main:581] : INFO : Epoch 1652 | loss: 0.0311612 | val_loss: 0.0311619 | Time: 2492.12 ms [2022-04-23 12:40:47 main:581] : INFO : Epoch 1653 | loss: 0.0311609 | val_loss: 0.031161 | Time: 2490.98 ms [2022-04-23 12:40:49 main:581] : INFO : Epoch 1654 | loss: 0.0311612 | val_loss: 0.0311611 | Time: 2490.08 ms [2022-04-23 12:40:52 main:581] : INFO : Epoch 1655 | loss: 0.0311613 | val_loss: 0.0311734 | Time: 2488.23 ms [2022-04-23 12:40:54 main:581] : INFO : Epoch 1656 | loss: 0.0311596 | val_loss: 0.0311621 | Time: 2490.8 ms [2022-04-23 12:40:57 main:581] : INFO : Epoch 1657 | loss: 0.0311569 | val_loss: 0.0311632 | Time: 2488.02 ms [2022-04-23 12:40:59 main:581] : INFO : Epoch 1658 | loss: 0.031162 | val_loss: 0.0311657 | Time: 2489.85 ms [2022-04-23 12:41:02 main:581] : INFO : Epoch 1659 | loss: 0.0311636 | val_loss: 0.0311699 | Time: 2492.24 ms [2022-04-23 12:41:04 main:581] : INFO : Epoch 1660 | loss: 0.0311598 | val_loss: 0.0311712 | Time: 2493.28 ms [2022-04-23 12:41:07 main:581] : INFO : Epoch 1661 | loss: 0.0311586 | val_loss: 0.0311635 | Time: 2489.23 ms [2022-04-23 12:41:09 main:581] : INFO : Epoch 1662 | loss: 0.0311591 | val_loss: 0.0311628 | Time: 2493.62 ms [2022-04-23 12:41:12 main:581] : INFO : Epoch 1663 | loss: 0.0311555 | val_loss: 0.031165 | Time: 2490.48 ms [2022-04-23 12:41:14 main:581] : INFO : Epoch 1664 | loss: 0.0311559 | val_loss: 0.0311631 | Time: 2488.3 ms [2022-04-23 12:41:17 main:581] : INFO : Epoch 1665 | loss: 0.0311552 | val_loss: 0.0311642 | Time: 2489.34 ms [2022-04-23 12:41:19 main:581] : INFO : Epoch 1666 | loss: 0.0311549 | val_loss: 0.031163 | Time: 2488.84 ms [2022-04-23 12:41:22 main:581] : INFO : Epoch 1667 | loss: 0.0311557 | val_loss: 0.0311681 | Time: 2488.14 ms [2022-04-23 12:41:24 main:581] : INFO : Epoch 1668 | loss: 0.0311551 | val_loss: 0.0311618 | Time: 2490.45 ms [2022-04-23 12:41:27 main:581] : INFO : Epoch 1669 | loss: 0.0311541 | val_loss: 0.0311632 | Time: 2491.67 ms [2022-04-23 12:41:29 main:581] : INFO : Epoch 1670 | loss: 0.0311554 | val_loss: 0.0311617 | Time: 2491.19 ms [2022-04-23 12:41:32 main:581] : INFO : Epoch 1671 | loss: 0.0311579 | val_loss: 0.0311679 | Time: 2488.25 ms [2022-04-23 12:41:34 main:581] : INFO : Epoch 1672 | loss: 0.0311571 | val_loss: 0.0311628 | Time: 2486.92 ms [2022-04-23 12:41:37 main:581] : INFO : Epoch 1673 | loss: 0.0311561 | val_loss: 0.0311638 | Time: 2486.21 ms [2022-04-23 12:41:39 main:581] : INFO : Epoch 1674 | loss: 0.0311561 | val_loss: 0.0311623 | Time: 2489.14 ms [2022-04-23 12:41:42 main:581] : INFO : Epoch 1675 | loss: 0.0311561 | val_loss: 0.0311625 | Time: 2490.03 ms [2022-04-23 12:41:44 main:581] : INFO : Epoch 1676 | loss: 0.0311558 | val_loss: 0.0311626 | Time: 2492.04 ms [2022-04-23 12:41:47 main:581] : INFO : Epoch 1677 | loss: 0.0311561 | val_loss: 0.0311655 | Time: 2488.9 ms [2022-04-23 12:41:49 main:581] : INFO : Epoch 1678 | loss: 0.0311555 | val_loss: 0.0311639 | Time: 2490.95 ms [2022-04-23 12:41:52 main:581] : INFO : Epoch 1679 | loss: 0.0311558 | val_loss: 0.0311631 | Time: 2487.92 ms [2022-04-23 12:41:54 main:581] : INFO : Epoch 1680 | loss: 0.0311561 | val_loss: 0.0311638 | Time: 2487.98 ms [2022-04-23 12:41:57 main:581] : INFO : Epoch 1681 | loss: 0.0311559 | val_loss: 0.0311674 | Time: 2488.54 ms [2022-04-23 12:41:59 main:581] : INFO : Epoch 1682 | loss: 0.031157 | val_loss: 0.0311675 | Time: 2490.73 ms [2022-04-23 12:42:02 main:581] : INFO : Epoch 1683 | loss: 0.03116 | val_loss: 0.0311656 | Time: 2490.77 ms [2022-04-23 12:42:04 main:581] : INFO : Epoch 1684 | loss: 0.0311586 | val_loss: 0.0311642 | Time: 2490.99 ms [2022-04-23 12:42:07 main:581] : INFO : Epoch 1685 | loss: 0.0311553 | val_loss: 0.0311615 | Time: 2490.24 ms [2022-04-23 12:42:09 main:581] : INFO : Epoch 1686 | loss: 0.0311529 | val_loss: 0.0311612 | Time: 2488.72 ms [2022-04-23 12:42:12 main:581] : INFO : Epoch 1687 | loss: 0.0311528 | val_loss: 0.0311622 | Time: 2490.16 ms [2022-04-23 12:42:14 main:581] : INFO : Epoch 1688 | loss: 0.0311556 | val_loss: 0.0311678 | Time: 2490.84 ms [2022-04-23 12:42:17 main:581] : INFO : Epoch 1689 | loss: 0.0311546 | val_loss: 0.0311617 | Time: 2491.11 ms [2022-04-23 12:42:19 main:581] : INFO : Epoch 1690 | loss: 0.0311571 | val_loss: 0.0311675 | Time: 2489.49 ms [2022-04-23 12:42:22 main:581] : INFO : Epoch 1691 | loss: 0.0311567 | val_loss: 0.031167 | Time: 2488.69 ms [2022-04-23 12:42:24 main:581] : INFO : Epoch 1692 | loss: 0.0311541 | val_loss: 0.0311636 | Time: 2490.21 ms [2022-04-23 12:42:27 main:581] : INFO : Epoch 1693 | loss: 0.0311555 | val_loss: 0.0311624 | Time: 2491.39 ms [2022-04-23 12:42:29 main:581] : INFO : Epoch 1694 | loss: 0.0311562 | val_loss: 0.0311638 | Time: 2488.95 ms [2022-04-23 12:42:31 main:581] : INFO : Epoch 1695 | loss: 0.0311545 | val_loss: 0.0311628 | Time: 2487.52 ms [2022-04-23 12:42:34 main:581] : INFO : Epoch 1696 | loss: 0.031152 | val_loss: 0.0311629 | Time: 2489.65 ms [2022-04-23 12:42:36 main:581] : INFO : Epoch 1697 | loss: 0.0311523 | val_loss: 0.0311717 | Time: 2491.39 ms [2022-04-23 12:42:39 main:581] : INFO : Epoch 1698 | loss: 0.031153 | val_loss: 0.0311637 | Time: 2491.48 ms [2022-04-23 12:42:41 main:581] : INFO : Epoch 1699 | loss: 0.0311521 | val_loss: 0.0311626 | Time: 2491.95 ms [2022-04-23 12:42:44 main:581] : INFO : Epoch 1700 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 2489.61 ms [2022-04-23 12:42:46 main:581] : INFO : Epoch 1701 | loss: 0.0311531 | val_loss: 0.0311651 | Time: 2488.55 ms [2022-04-23 12:42:49 main:581] : INFO : Epoch 1702 | loss: 0.0311503 | val_loss: 0.0311653 | Time: 2488.08 ms [2022-04-23 12:42:51 main:581] : INFO : Epoch 1703 | loss: 0.0311508 | val_loss: 0.0311636 | Time: 2490.71 ms [2022-04-23 12:42:54 main:581] : INFO : Epoch 1704 | loss: 0.0311546 | val_loss: 0.0311792 | Time: 2490.76 ms [2022-04-23 12:42:56 main:581] : INFO : Epoch 1705 | loss: 0.0311567 | val_loss: 0.0311655 | Time: 2490.3 ms [2022-04-23 12:42:59 main:581] : INFO : Epoch 1706 | loss: 0.0311524 | val_loss: 0.0311667 | Time: 2491.33 ms [2022-04-23 12:43:01 main:581] : INFO : Epoch 1707 | loss: 0.0311501 | val_loss: 0.0311673 | Time: 2491.11 ms [2022-04-23 12:43:04 main:581] : INFO : Epoch 1708 | loss: 0.0311503 | val_loss: 0.0311697 | Time: 2489.88 ms [2022-04-23 12:43:06 main:581] : INFO : Epoch 1709 | loss: 0.031152 | val_loss: 0.0311633 | Time: 2489.24 ms [2022-04-23 12:43:09 main:581] : INFO : Epoch 1710 | loss: 0.031152 | val_loss: 0.0311664 | Time: 2488.05 ms [2022-04-23 12:43:11 main:581] : INFO : Epoch 1711 | loss: 0.0311524 | val_loss: 0.0311677 | Time: 2488.82 ms [2022-04-23 12:43:14 main:581] : INFO : Epoch 1712 | loss: 0.0311558 | val_loss: 0.0311701 | Time: 2488.19 ms [2022-04-23 12:43:16 main:581] : INFO : Epoch 1713 | loss: 0.0311552 | val_loss: 0.0311674 | Time: 2489.71 ms [2022-04-23 12:43:19 main:581] : INFO : Epoch 1714 | loss: 0.0311529 | val_loss: 0.0311689 | Time: 2492.6 ms [2022-04-23 12:43:21 main:581] : INFO : Epoch 1715 | loss: 0.0311539 | val_loss: 0.0311683 | Time: 2490.14 ms [2022-04-23 12:43:24 main:581] : INFO : Epoch 1716 | loss: 0.0311538 | val_loss: 0.0311729 | Time: 2490.44 ms [2022-04-23 12:43:26 main:581] : INFO : Epoch 1717 | loss: 0.0311549 | val_loss: 0.0311696 | Time: 2489.15 ms [2022-04-23 12:43:29 main:581] : INFO : Epoch 1718 | loss: 0.0311533 | val_loss: 0.0311703 | Time: 2488.14 ms [2022-04-23 12:43:31 main:581] : INFO : Epoch 1719 | loss: 0.0311536 | val_loss: 0.0311662 | Time: 2489.56 ms [2022-04-23 12:43:34 main:581] : INFO : Epoch 1720 | loss: 0.0311551 | val_loss: 0.0311673 | Time: 2492.98 ms [2022-04-23 12:43:36 main:581] : INFO : Epoch 1721 | loss: 0.0311557 | val_loss: 0.0311728 | Time: 2490.55 ms [2022-04-23 12:43:39 main:581] : INFO : Epoch 1722 | loss: 0.0311536 | val_loss: 0.0311681 | Time: 2489.77 ms [2022-04-23 12:43:41 main:581] : INFO : Epoch 1723 | loss: 0.0311521 | val_loss: 0.0311712 | Time: 2490.38 ms [2022-04-23 12:43:44 main:581] : INFO : Epoch 1724 | loss: 0.0311526 | val_loss: 0.0311676 | Time: 2488.6 ms [2022-04-23 12:43:46 main:581] : INFO : Epoch 1725 | loss: 0.0311517 | val_loss: 0.0311654 | Time: 2486.03 ms [2022-04-23 12:43:49 main:581] : INFO : Epoch 1726 | loss: 0.0311526 | val_loss: 0.0311724 | Time: 2489.39 ms [2022-04-23 12:43:51 main:581] : INFO : Epoch 1727 | loss: 0.031154 | val_loss: 0.0311673 | Time: 2489.49 ms [2022-04-23 12:43:54 main:581] : INFO : Epoch 1728 | loss: 0.0311536 | val_loss: 0.0311715 | Time: 2491.81 ms [2022-04-23 12:43:56 main:581] : INFO : Epoch 1729 | loss: 0.0311548 | val_loss: 0.0311724 | Time: 2488.95 ms [2022-04-23 12:43:59 main:581] : INFO : Epoch 1730 | loss: 0.0311575 | val_loss: 0.0311686 | Time: 2488.24 ms [2022-04-23 12:44:01 main:581] : INFO : Epoch 1731 | loss: 0.0311546 | val_loss: 0.0311671 | Time: 2486.2 ms [2022-04-23 12:44:04 main:581] : INFO : Epoch 1732 | loss: 0.0311518 | val_loss: 0.031164 | Time: 2491.54 ms [2022-04-23 12:44:06 main:581] : INFO : Epoch 1733 | loss: 0.0311529 | val_loss: 0.0311755 | Time: 2488.71 ms [2022-04-23 12:44:09 main:581] : INFO : Epoch 1734 | loss: 0.0311588 | val_loss: 0.0311691 | Time: 2490.6 ms [2022-04-23 12:44:11 main:581] : INFO : Epoch 1735 | loss: 0.0311566 | val_loss: 0.0311705 | Time: 2487.26 ms [2022-04-23 12:44:14 main:581] : INFO : Epoch 1736 | loss: 0.0311585 | val_loss: 0.0311778 | Time: 2489.82 ms [2022-04-23 12:44:16 main:581] : INFO : Epoch 1737 | loss: 0.0311593 | val_loss: 0.0311741 | Time: 2500.69 ms [2022-04-23 12:44:19 main:581] : INFO : Epoch 1738 | loss: 0.03116 | val_loss: 0.0311702 | Time: 2498.34 ms [2022-04-23 12:44:21 main:581] : INFO : Epoch 1739 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 2491.73 ms [2022-04-23 12:44:24 main:581] : INFO : Epoch 1740 | loss: 0.0311546 | val_loss: 0.0311699 | Time: 2487.86 ms [2022-04-23 12:44:26 main:581] : INFO : Epoch 1741 | loss: 0.0311571 | val_loss: 0.0311707 | Time: 2489.54 ms [2022-04-23 12:44:29 main:581] : INFO : Epoch 1742 | loss: 0.031153 | val_loss: 0.0311692 | Time: 2489.79 ms [2022-04-23 12:44:31 main:581] : INFO : Epoch 1743 | loss: 0.0311523 | val_loss: 0.0311678 | Time: 2488.5 ms [2022-04-23 12:44:34 main:581] : INFO : Epoch 1744 | loss: 0.0311543 | val_loss: 0.0311727 | Time: 2491.78 ms [2022-04-23 12:44:36 main:581] : INFO : Epoch 1745 | loss: 0.031154 | val_loss: 0.0311703 | Time: 2488.54 ms [2022-04-23 12:44:38 main:581] : INFO : Epoch 1746 | loss: 0.0311518 | val_loss: 0.0311691 | Time: 2489.52 ms [2022-04-23 12:44:41 main:581] : INFO : Epoch 1747 | loss: 0.0311585 | val_loss: 0.031185 | Time: 2490.28 ms [2022-04-23 12:44:43 main:581] : INFO : Epoch 1748 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 2488.42 ms [2022-04-23 12:44:46 main:581] : INFO : Epoch 1749 | loss: 0.0311535 | val_loss: 0.0311717 | Time: 2487.91 ms [2022-04-23 12:44:48 main:581] : INFO : Epoch 1750 | loss: 0.0311515 | val_loss: 0.0311704 | Time: 2489.67 ms [2022-04-23 12:44:51 main:581] : INFO : Epoch 1751 | loss: 0.0311516 | val_loss: 0.0311709 | Time: 2489.9 ms [2022-04-23 12:44:53 main:581] : INFO : Epoch 1752 | loss: 0.0311519 | val_loss: 0.0311725 | Time: 2488.73 ms [2022-04-23 12:44:56 main:581] : INFO : Epoch 1753 | loss: 0.0311535 | val_loss: 0.0311676 | Time: 2489.52 ms [2022-04-23 12:44:58 main:581] : INFO : Epoch 1754 | loss: 0.0311525 | val_loss: 0.0311658 | Time: 2494.84 ms [2022-04-23 12:45:01 main:581] : INFO : Epoch 1755 | loss: 0.0311518 | val_loss: 0.0311661 | Time: 2491.74 ms [2022-04-23 12:45:03 main:581] : INFO : Epoch 1756 | loss: 0.0311503 | val_loss: 0.0311642 | Time: 2490.35 ms [2022-04-23 12:45:06 main:581] : INFO : Epoch 1757 | loss: 0.0311525 | val_loss: 0.0311712 | Time: 2491.48 ms [2022-04-23 12:45:08 main:581] : INFO : Epoch 1758 | loss: 0.0311551 | val_loss: 0.0311717 | Time: 2489.35 ms [2022-04-23 12:45:11 main:581] : INFO : Epoch 1759 | loss: 0.0311529 | val_loss: 0.0311688 | Time: 2488.13 ms [2022-04-23 12:45:13 main:581] : INFO : Epoch 1760 | loss: 0.0311518 | val_loss: 0.0311686 | Time: 2491.04 ms [2022-04-23 12:45:16 main:581] : INFO : Epoch 1761 | loss: 0.0311519 | val_loss: 0.0311694 | Time: 2489.61 ms [2022-04-23 12:45:18 main:581] : INFO : Epoch 1762 | loss: 0.0311542 | val_loss: 0.0311703 | Time: 2490.15 ms [2022-04-23 12:45:21 main:581] : INFO : Epoch 1763 | loss: 0.0311521 | val_loss: 0.0311671 | Time: 2490.54 ms [2022-04-23 12:45:23 main:581] : INFO : Epoch 1764 | loss: 0.031152 | val_loss: 0.0311662 | Time: 2489.17 ms [2022-04-23 12:45:26 main:581] : INFO : Epoch 1765 | loss: 0.0311521 | val_loss: 0.0311653 | Time: 2489.56 ms [2022-04-23 12:45:28 main:581] : INFO : Epoch 1766 | loss: 0.0311497 | val_loss: 0.0311656 | Time: 2489.34 ms [2022-04-23 12:45:31 main:581] : INFO : Epoch 1767 | loss: 0.0311507 | val_loss: 0.0311662 | Time: 2489.56 ms [2022-04-23 12:45:33 main:581] : INFO : Epoch 1768 | loss: 0.0311521 | val_loss: 0.0311689 | Time: 2493.09 ms [2022-04-23 12:45:36 main:581] : INFO : Epoch 1769 | loss: 0.031151 | val_loss: 0.0311705 | Time: 2490.17 ms [2022-04-23 12:45:38 main:581] : INFO : Epoch 1770 | loss: 0.0311508 | val_loss: 0.0311716 | Time: 2488.77 ms [2022-04-23 12:45:41 main:581] : INFO : Epoch 1771 | loss: 0.0311502 | val_loss: 0.0311669 | Time: 2489.43 ms [2022-04-23 12:45:43 main:581] : INFO : Epoch 1772 | loss: 0.0311505 | val_loss: 0.0311659 | Time: 2489.48 ms [2022-04-23 12:45:46 main:581] : INFO : Epoch 1773 | loss: 0.0311506 | val_loss: 0.031171 | Time: 2491.45 ms [2022-04-23 12:45:48 main:581] : INFO : Epoch 1774 | loss: 0.0311487 | val_loss: 0.0311689 | Time: 2489.58 ms [2022-04-23 12:45:51 main:581] : INFO : Epoch 1775 | loss: 0.03115 | val_loss: 0.0311936 | Time: 2491.86 ms [2022-04-23 12:45:53 main:581] : INFO : Epoch 1776 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 2489.33 ms [2022-04-23 12:45:56 main:581] : INFO : Epoch 1777 | loss: 0.0311517 | val_loss: 0.031169 | Time: 2490.26 ms [2022-04-23 12:45:58 main:581] : INFO : Epoch 1778 | loss: 0.0311501 | val_loss: 0.0311689 | Time: 2493.08 ms [2022-04-23 12:46:01 main:581] : INFO : Epoch 1779 | loss: 0.0311479 | val_loss: 0.0311658 | Time: 2493.02 ms [2022-04-23 12:46:03 main:581] : INFO : Epoch 1780 | loss: 0.0311494 | val_loss: 0.0311719 | Time: 2491.14 ms [2022-04-23 12:46:06 main:581] : INFO : Epoch 1781 | loss: 0.0311471 | val_loss: 0.0311675 | Time: 2489.24 ms [2022-04-23 12:46:08 main:581] : INFO : Epoch 1782 | loss: 0.031146 | val_loss: 0.0311651 | Time: 2488.04 ms [2022-04-23 12:46:11 main:581] : INFO : Epoch 1783 | loss: 0.0311483 | val_loss: 0.0311673 | Time: 2491.15 ms [2022-04-23 12:46:13 main:581] : INFO : Epoch 1784 | loss: 0.0311476 | val_loss: 0.031169 | Time: 2489.27 ms [2022-04-23 12:46:16 main:581] : INFO : Epoch 1785 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 2490.14 ms [2022-04-23 12:46:18 main:581] : INFO : Epoch 1786 | loss: 0.0311472 | val_loss: 0.0311667 | Time: 2490.94 ms [2022-04-23 12:46:21 main:581] : INFO : Epoch 1787 | loss: 0.0311503 | val_loss: 0.0311683 | Time: 2488.96 ms [2022-04-23 12:46:23 main:581] : INFO : Epoch 1788 | loss: 0.0311485 | val_loss: 0.031165 | Time: 2491.45 ms [2022-04-23 12:46:26 main:581] : INFO : Epoch 1789 | loss: 0.0311478 | val_loss: 0.0311701 | Time: 2490.17 ms [2022-04-23 12:46:28 main:581] : INFO : Epoch 1790 | loss: 0.0311465 | val_loss: 0.0311699 | Time: 2490.72 ms [2022-04-23 12:46:31 main:581] : INFO : Epoch 1791 | loss: 0.0311509 | val_loss: 0.0311658 | Time: 2491.03 ms [2022-04-23 12:46:33 main:581] : INFO : Epoch 1792 | loss: 0.0311484 | val_loss: 0.0311693 | Time: 2489.97 ms [2022-04-23 12:46:36 main:581] : INFO : Epoch 1793 | loss: 0.0311461 | val_loss: 0.0311663 | Time: 2490.02 ms [2022-04-23 12:46:38 main:581] : INFO : Epoch 1794 | loss: 0.0311474 | val_loss: 0.031167 | Time: 2490.11 ms [2022-04-23 12:46:41 main:581] : INFO : Epoch 1795 | loss: 0.0311473 | val_loss: 0.0311689 | Time: 2488.97 ms [2022-04-23 12:46:43 main:581] : INFO : Epoch 1796 | loss: 0.031147 | val_loss: 0.0311747 | Time: 2492.18 ms [2022-04-23 12:46:46 main:581] : INFO : Epoch 1797 | loss: 0.0311504 | val_loss: 0.0311689 | Time: 2490.12 ms [2022-04-23 12:46:48 main:581] : INFO : Epoch 1798 | loss: 0.0311501 | val_loss: 0.0311755 | Time: 2492.75 ms [2022-04-23 12:46:50 main:581] : INFO : Epoch 1799 | loss: 0.0311514 | val_loss: 0.0311706 | Time: 2488.93 ms [2022-04-23 12:46:53 main:581] : INFO : Epoch 1800 | loss: 0.0311517 | val_loss: 0.0311687 | Time: 2488.6 ms [2022-04-23 12:46:55 main:581] : INFO : Epoch 1801 | loss: 0.0311478 | val_loss: 0.0311693 | Time: 2490.08 ms [2022-04-23 12:46:58 main:581] : INFO : Epoch 1802 | loss: 0.0311462 | val_loss: 0.0311726 | Time: 2490.96 ms [2022-04-23 12:47:00 main:581] : INFO : Epoch 1803 | loss: 0.0311474 | val_loss: 0.0311682 | Time: 2493.26 ms [2022-04-23 12:47:03 main:581] : INFO : Epoch 1804 | loss: 0.0311483 | val_loss: 0.0311698 | Time: 2489.46 ms [2022-04-23 12:47:05 main:581] : INFO : Epoch 1805 | loss: 0.0311464 | val_loss: 0.0311706 | Time: 2490.18 ms [2022-04-23 12:47:08 main:581] : INFO : Epoch 1806 | loss: 0.0311486 | val_loss: 0.03117 | Time: 2490.16 ms [2022-04-23 12:47:10 main:581] : INFO : Epoch 1807 | loss: 0.0311466 | val_loss: 0.0311706 | Time: 2489.01 ms [2022-04-23 12:47:13 main:581] : INFO : Epoch 1808 | loss: 0.0311464 | val_loss: 0.0311674 | Time: 2490.88 ms [2022-04-23 12:47:15 main:581] : INFO : Epoch 1809 | loss: 0.0311463 | val_loss: 0.03117 | Time: 2489.57 ms [2022-04-23 12:47:18 main:581] : INFO : Epoch 1810 | loss: 0.0311453 | val_loss: 0.0311666 | Time: 2489.75 ms [2022-04-23 12:47:20 main:581] : INFO : Epoch 1811 | loss: 0.0311453 | val_loss: 0.0311683 | Time: 2491.04 ms [2022-04-23 12:47:23 main:581] : INFO : Epoch 1812 | loss: 0.0311459 | val_loss: 0.0311704 | Time: 2490.5 ms [2022-04-23 12:47:25 main:581] : INFO : Epoch 1813 | loss: 0.0311444 | val_loss: 0.0311677 | Time: 2490.04 ms [2022-04-23 12:47:28 main:581] : INFO : Epoch 1814 | loss: 0.0311454 | val_loss: 0.0311692 | Time: 2492.73 ms [2022-04-23 12:47:30 main:581] : INFO : Epoch 1815 | loss: 0.0311456 | val_loss: 0.0311675 | Time: 2492.7 ms [2022-04-23 12:47:33 main:581] : INFO : Epoch 1816 | loss: 0.031145 | val_loss: 0.0311702 | Time: 2490.58 ms [2022-04-23 12:47:35 main:581] : INFO : Epoch 1817 | loss: 0.0311452 | val_loss: 0.0311705 | Time: 2488.87 ms [2022-04-23 12:47:38 main:581] : INFO : Epoch 1818 | loss: 0.0311455 | val_loss: 0.0311668 | Time: 2488.39 ms [2022-04-23 12:47:40 main:581] : INFO : Epoch 1819 | loss: 0.0311462 | val_loss: 0.0311706 | Time: 2488.84 ms [2022-04-23 12:47:43 main:581] : INFO : Epoch 1820 | loss: 0.0311466 | val_loss: 0.0311665 | Time: 2488.03 ms [2022-04-23 12:47:45 main:581] : INFO : Epoch 1821 | loss: 0.031144 | val_loss: 0.0311684 | Time: 2490.83 ms [2022-04-23 12:47:48 main:581] : INFO : Epoch 1822 | loss: 0.0311427 | val_loss: 0.0311703 | Time: 2489.53 ms [2022-04-23 12:47:50 main:581] : INFO : Epoch 1823 | loss: 0.0311438 | val_loss: 0.0311682 | Time: 2489.64 ms [2022-04-23 12:47:53 main:581] : INFO : Epoch 1824 | loss: 0.0311446 | val_loss: 0.0311692 | Time: 2485.68 ms [2022-04-23 12:47:55 main:581] : INFO : Epoch 1825 | loss: 0.0311442 | val_loss: 0.0311677 | Time: 2491.46 ms [2022-04-23 12:47:58 main:581] : INFO : Epoch 1826 | loss: 0.0311527 | val_loss: 0.0311689 | Time: 2490.64 ms [2022-04-23 12:48:00 main:581] : INFO : Epoch 1827 | loss: 0.0311526 | val_loss: 0.0311726 | Time: 2489.07 ms [2022-04-23 12:48:03 main:581] : INFO : Epoch 1828 | loss: 0.0311483 | val_loss: 0.0311661 | Time: 2493.07 ms [2022-04-23 12:48:05 main:581] : INFO : Epoch 1829 | loss: 0.0311468 | val_loss: 0.0311659 | Time: 2488.52 ms [2022-04-23 12:48:08 main:581] : INFO : Epoch 1830 | loss: 0.0311464 | val_loss: 0.0311693 | Time: 2488.82 ms [2022-04-23 12:48:10 main:581] : INFO : Epoch 1831 | loss: 0.0311478 | val_loss: 0.0311674 | Time: 2491.31 ms [2022-04-23 12:48:13 main:581] : INFO : Epoch 1832 | loss: 0.0311455 | val_loss: 0.0311675 | Time: 2490.44 ms [2022-04-23 12:48:15 main:581] : INFO : Epoch 1833 | loss: 0.0311452 | val_loss: 0.0311672 | Time: 2490.29 ms [2022-04-23 12:48:18 main:581] : INFO : Epoch 1834 | loss: 0.0311515 | val_loss: 0.0311677 | Time: 2489.68 ms [2022-04-23 12:48:20 main:581] : INFO : Epoch 1835 | loss: 0.0311509 | val_loss: 0.0311705 | Time: 2489.57 ms [2022-04-23 12:48:23 main:581] : INFO : Epoch 1836 | loss: 0.0311495 | val_loss: 0.0311675 | Time: 2487.56 ms [2022-04-23 12:48:25 main:581] : INFO : Epoch 1837 | loss: 0.0311466 | val_loss: 0.0311684 | Time: 2490.36 ms [2022-04-23 12:48:28 main:581] : INFO : Epoch 1838 | loss: 0.0311495 | val_loss: 0.0311665 | Time: 2490.93 ms [2022-04-23 12:48:30 main:581] : INFO : Epoch 1839 | loss: 0.031149 | val_loss: 0.0311662 | Time: 2491.15 ms [2022-04-23 12:48:33 main:581] : INFO : Epoch 1840 | loss: 0.0311472 | val_loss: 0.0311739 | Time: 2488.73 ms [2022-04-23 12:48:35 main:581] : INFO : Epoch 1841 | loss: 0.0311455 | val_loss: 0.0311677 | Time: 2489.51 ms [2022-04-23 12:48:38 main:581] : INFO : Epoch 1842 | loss: 0.0311471 | val_loss: 0.0311671 | Time: 2488.71 ms [2022-04-23 12:48:40 main:581] : INFO : Epoch 1843 | loss: 0.0311458 | val_loss: 0.0311685 | Time: 2488.57 ms [2022-04-23 12:48:43 main:581] : INFO : Epoch 1844 | loss: 0.0311444 | val_loss: 0.0311673 | Time: 2490.64 ms [2022-04-23 12:48:45 main:581] : INFO : Epoch 1845 | loss: 0.0311447 | val_loss: 0.0311693 | Time: 2488.93 ms [2022-04-23 12:48:48 main:581] : INFO : Epoch 1846 | loss: 0.0311441 | val_loss: 0.0311676 | Time: 2491.85 ms [2022-04-23 12:48:50 main:581] : INFO : Epoch 1847 | loss: 0.0311458 | val_loss: 0.0311733 | Time: 2489.13 ms [2022-04-23 12:48:53 main:581] : INFO : Epoch 1848 | loss: 0.0311428 | val_loss: 0.0311709 | Time: 2488.75 ms [2022-04-23 12:48:55 main:581] : INFO : Epoch 1849 | loss: 0.0311416 | val_loss: 0.0311717 | Time: 2491.49 ms [2022-04-23 12:48:57 main:581] : INFO : Epoch 1850 | loss: 0.0311417 | val_loss: 0.0311681 | Time: 2490.22 ms [2022-04-23 12:49:00 main:581] : INFO : Epoch 1851 | loss: 0.031141 | val_loss: 0.0311684 | Time: 2491.82 ms [2022-04-23 12:49:02 main:581] : INFO : Epoch 1852 | loss: 0.0311413 | val_loss: 0.0311695 | Time: 2490.92 ms [2022-04-23 12:49:05 main:581] : INFO : Epoch 1853 | loss: 0.0311455 | val_loss: 0.0311742 | Time: 2490.03 ms [2022-04-23 12:49:07 main:581] : INFO : Epoch 1854 | loss: 0.0311425 | val_loss: 0.0311679 | Time: 2491.96 ms [2022-04-23 12:49:10 main:581] : INFO : Epoch 1855 | loss: 0.0311467 | val_loss: 0.031174 | Time: 2488.97 ms [2022-04-23 12:49:12 main:581] : INFO : Epoch 1856 | loss: 0.0311498 | val_loss: 0.0311689 | Time: 2487 ms [2022-04-23 12:49:15 main:581] : INFO : Epoch 1857 | loss: 0.0311547 | val_loss: 0.0311676 | Time: 2491.38 ms [2022-04-23 12:49:17 main:581] : INFO : Epoch 1858 | loss: 0.0311537 | val_loss: 0.0311774 | Time: 2488.27 ms [2022-04-23 12:49:20 main:581] : INFO : Epoch 1859 | loss: 0.0311594 | val_loss: 0.0311697 | Time: 2489.82 ms [2022-04-23 12:49:22 main:581] : INFO : Epoch 1860 | loss: 0.0311535 | val_loss: 0.031171 | Time: 2490.42 ms [2022-04-23 12:49:25 main:581] : INFO : Epoch 1861 | loss: 0.0311525 | val_loss: 0.0311686 | Time: 2491.52 ms [2022-04-23 12:49:27 main:581] : INFO : Epoch 1862 | loss: 0.0311527 | val_loss: 0.0311703 | Time: 2492.86 ms [2022-04-23 12:49:30 main:581] : INFO : Epoch 1863 | loss: 0.0311518 | val_loss: 0.0311674 | Time: 2494.37 ms [2022-04-23 12:49:32 main:581] : INFO : Epoch 1864 | loss: 0.0311488 | val_loss: 0.0311715 | Time: 2489.85 ms [2022-04-23 12:49:35 main:581] : INFO : Epoch 1865 | loss: 0.0311479 | val_loss: 0.0311677 | Time: 2491.01 ms [2022-04-23 12:49:37 main:581] : INFO : Epoch 1866 | loss: 0.0311526 | val_loss: 0.0311725 | Time: 2490.21 ms [2022-04-23 12:49:40 main:581] : INFO : Epoch 1867 | loss: 0.0311576 | val_loss: 0.0311695 | Time: 2488.83 ms [2022-04-23 12:49:42 main:581] : INFO : Epoch 1868 | loss: 0.0311545 | val_loss: 0.0311668 | Time: 2490.46 ms [2022-04-23 12:49:45 main:581] : INFO : Epoch 1869 | loss: 0.0311517 | val_loss: 0.0311692 | Time: 2489.93 ms [2022-04-23 12:49:47 main:581] : INFO : Epoch 1870 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 2486.43 ms [2022-04-23 12:49:50 main:581] : INFO : Epoch 1871 | loss: 0.0311547 | val_loss: 0.0311707 | Time: 2491.82 ms [2022-04-23 12:49:52 main:581] : INFO : Epoch 1872 | loss: 0.0311558 | val_loss: 0.0311751 | Time: 2490.42 ms [2022-04-23 12:49:55 main:581] : INFO : Epoch 1873 | loss: 0.0311555 | val_loss: 0.0311704 | Time: 2492.49 ms [2022-04-23 12:49:57 main:581] : INFO : Epoch 1874 | loss: 0.0311522 | val_loss: 0.0311695 | Time: 2490.88 ms [2022-04-23 12:50:00 main:581] : INFO : Epoch 1875 | loss: 0.0311519 | val_loss: 0.0311733 | Time: 2493.83 ms [2022-04-23 12:50:02 main:581] : INFO : Epoch 1876 | loss: 0.0311518 | val_loss: 0.0311715 | Time: 2490.15 ms [2022-04-23 12:50:05 main:581] : INFO : Epoch 1877 | loss: 0.031153 | val_loss: 0.0311695 | Time: 2488.43 ms [2022-04-23 12:50:07 main:581] : INFO : Epoch 1878 | loss: 0.0311514 | val_loss: 0.0311791 | Time: 2490.16 ms [2022-04-23 12:50:10 main:581] : INFO : Epoch 1879 | loss: 0.0311524 | val_loss: 0.0311685 | Time: 2488.42 ms [2022-04-23 12:50:12 main:581] : INFO : Epoch 1880 | loss: 0.031151 | val_loss: 0.0311729 | Time: 2489.91 ms [2022-04-23 12:50:15 main:581] : INFO : Epoch 1881 | loss: 0.0311529 | val_loss: 0.0311744 | Time: 2489.07 ms [2022-04-23 12:50:17 main:581] : INFO : Epoch 1882 | loss: 0.0311537 | val_loss: 0.0311689 | Time: 2488.5 ms [2022-04-23 12:50:20 main:581] : INFO : Epoch 1883 | loss: 0.0311514 | val_loss: 0.0311707 | Time: 2489.76 ms [2022-04-23 12:50:22 main:581] : INFO : Epoch 1884 | loss: 0.0311538 | val_loss: 0.0311772 | Time: 2489.45 ms [2022-04-23 12:50:25 main:581] : INFO : Epoch 1885 | loss: 0.0311496 | val_loss: 0.0311719 | Time: 2490.28 ms [2022-04-23 12:50:27 main:581] : INFO : Epoch 1886 | loss: 0.0311506 | val_loss: 0.0311707 | Time: 2491.5 ms [2022-04-23 12:50:30 main:581] : INFO : Epoch 1887 | loss: 0.031149 | val_loss: 0.0311705 | Time: 2488.98 ms [2022-04-23 12:50:32 main:581] : INFO : Epoch 1888 | loss: 0.0311481 | val_loss: 0.0311762 | Time: 2489.34 ms [2022-04-23 12:50:35 main:581] : INFO : Epoch 1889 | loss: 0.0311473 | val_loss: 0.031174 | Time: 2490.78 ms [2022-04-23 12:50:37 main:581] : INFO : Epoch 1890 | loss: 0.0311488 | val_loss: 0.0311751 | Time: 2490 ms [2022-04-23 12:50:40 main:581] : INFO : Epoch 1891 | loss: 0.0311488 | val_loss: 0.0311756 | Time: 2489.76 ms [2022-04-23 12:50:42 main:581] : INFO : Epoch 1892 | loss: 0.0311505 | val_loss: 0.0311704 | Time: 2489.42 ms [2022-04-23 12:50:45 main:581] : INFO : Epoch 1893 | loss: 0.0311522 | val_loss: 0.0311705 | Time: 2488.94 ms [2022-04-23 12:50:47 main:581] : INFO : Epoch 1894 | loss: 0.0311494 | val_loss: 0.0311727 | Time: 2488.72 ms [2022-04-23 12:50:50 main:581] : INFO : Epoch 1895 | loss: 0.0311479 | val_loss: 0.0311682 | Time: 2487.65 ms [2022-04-23 12:50:52 main:581] : INFO : Epoch 1896 | loss: 0.0311472 | val_loss: 0.0311685 | Time: 2490.94 ms [2022-04-23 12:50:55 main:581] : INFO : Epoch 1897 | loss: 0.031147 | val_loss: 0.0311709 | Time: 2489.27 ms [2022-04-23 12:50:57 main:581] : INFO : Epoch 1898 | loss: 0.0311471 | val_loss: 0.0311709 | Time: 2491.31 ms [2022-04-23 12:51:00 main:581] : INFO : Epoch 1899 | loss: 0.0311456 | val_loss: 0.0311688 | Time: 2490.74 ms [2022-04-23 12:51:02 main:581] : INFO : Epoch 1900 | loss: 0.0311456 | val_loss: 0.0311743 | Time: 2489.95 ms [2022-04-23 12:51:05 main:581] : INFO : Epoch 1901 | loss: 0.0311449 | val_loss: 0.0311748 | Time: 2488.55 ms [2022-04-23 12:51:07 main:581] : INFO : Epoch 1902 | loss: 0.031149 | val_loss: 0.0311789 | Time: 2490.61 ms [2022-04-23 12:51:10 main:581] : INFO : Epoch 1903 | loss: 0.0311478 | val_loss: 0.0311731 | Time: 2490.64 ms [2022-04-23 12:51:12 main:581] : INFO : Epoch 1904 | loss: 0.0311465 | val_loss: 0.0311755 | Time: 2489.89 ms [2022-04-23 12:51:14 main:581] : INFO : Epoch 1905 | loss: 0.0311467 | val_loss: 0.0311716 | Time: 2488.99 ms [2022-04-23 12:51:17 main:581] : INFO : Epoch 1906 | loss: 0.0311451 | val_loss: 0.0311685 | Time: 2489.35 ms [2022-04-23 12:51:19 main:581] : INFO : Epoch 1907 | loss: 0.0311463 | val_loss: 0.0311738 | Time: 2491.26 ms [2022-04-23 12:51:22 main:581] : INFO : Epoch 1908 | loss: 0.0311463 | val_loss: 0.0311769 | Time: 2490.72 ms [2022-04-23 12:51:24 main:581] : INFO : Epoch 1909 | loss: 0.0311495 | val_loss: 0.0311739 | Time: 2491.22 ms [2022-04-23 12:51:27 main:581] : INFO : Epoch 1910 | loss: 0.031149 | val_loss: 0.0311738 | Time: 2490.16 ms [2022-04-23 12:51:29 main:581] : INFO : Epoch 1911 | loss: 0.0311508 | val_loss: 0.0311758 | Time: 2490.91 ms [2022-04-23 12:51:32 main:581] : INFO : Epoch 1912 | loss: 0.0311498 | val_loss: 0.0311716 | Time: 2489.96 ms [2022-04-23 12:51:34 main:581] : INFO : Epoch 1913 | loss: 0.0311507 | val_loss: 0.031177 | Time: 2492.71 ms [2022-04-23 12:51:37 main:581] : INFO : Epoch 1914 | loss: 0.0311522 | val_loss: 0.0311809 | Time: 2489.66 ms [2022-04-23 12:51:39 main:581] : INFO : Epoch 1915 | loss: 0.0311509 | val_loss: 0.0311718 | Time: 2489.96 ms [2022-04-23 12:51:42 main:581] : INFO : Epoch 1916 | loss: 0.0311503 | val_loss: 0.0311692 | Time: 2487.94 ms [2022-04-23 12:51:44 main:581] : INFO : Epoch 1917 | loss: 0.0311522 | val_loss: 0.031181 | Time: 2489.46 ms [2022-04-23 12:51:47 main:581] : INFO : Epoch 1918 | loss: 0.0311495 | val_loss: 0.0311715 | Time: 2490.74 ms [2022-04-23 12:51:49 main:581] : INFO : Epoch 1919 | loss: 0.031146 | val_loss: 0.0311711 | Time: 2490.39 ms [2022-04-23 12:51:52 main:581] : INFO : Epoch 1920 | loss: 0.0311467 | val_loss: 0.0311733 | Time: 2488.56 ms [2022-04-23 12:51:54 main:581] : INFO : Epoch 1921 | loss: 0.031146 | val_loss: 0.0311747 | Time: 2490.13 ms [2022-04-23 12:51:57 main:581] : INFO : Epoch 1922 | loss: 0.0311465 | val_loss: 0.0311755 | Time: 2487.95 ms [2022-04-23 12:51:59 main:581] : INFO : Epoch 1923 | loss: 0.0311479 | val_loss: 0.0311718 | Time: 2490.7 ms [2022-04-23 12:52:02 main:581] : INFO : Epoch 1924 | loss: 0.0311448 | val_loss: 0.0311751 | Time: 2491.51 ms [2022-04-23 12:52:04 main:581] : INFO : Epoch 1925 | loss: 0.0311435 | val_loss: 0.031171 | Time: 2488.13 ms [2022-04-23 12:52:07 main:581] : INFO : Epoch 1926 | loss: 0.0311464 | val_loss: 0.0311716 | Time: 2490.43 ms [2022-04-23 12:52:09 main:581] : INFO : Epoch 1927 | loss: 0.031147 | val_loss: 0.0311771 | Time: 2487.83 ms [2022-04-23 12:52:12 main:581] : INFO : Epoch 1928 | loss: 0.031147 | val_loss: 0.0311793 | Time: 2488.88 ms [2022-04-23 12:52:14 main:581] : INFO : Epoch 1929 | loss: 0.0311574 | val_loss: 0.031174 | Time: 2487.83 ms [2022-04-23 12:52:17 main:581] : INFO : Epoch 1930 | loss: 0.0311475 | val_loss: 0.0311734 | Time: 2490.41 ms [2022-04-23 12:52:19 main:581] : INFO : Epoch 1931 | loss: 0.0311459 | val_loss: 0.0311721 | Time: 2487.77 ms [2022-04-23 12:52:22 main:581] : INFO : Epoch 1932 | loss: 0.0311484 | val_loss: 0.0311716 | Time: 2491.4 ms [2022-04-23 12:52:24 main:581] : INFO : Epoch 1933 | loss: 0.0311496 | val_loss: 0.0311698 | Time: 2487.8 ms [2022-04-23 12:52:27 main:581] : INFO : Epoch 1934 | loss: 0.0311452 | val_loss: 0.0311725 | Time: 2491.18 ms [2022-04-23 12:52:29 main:581] : INFO : Epoch 1935 | loss: 0.0311446 | val_loss: 0.031173 | Time: 2493.45 ms [2022-04-23 12:52:32 main:581] : INFO : Epoch 1936 | loss: 0.0311461 | val_loss: 0.0311698 | Time: 2490.66 ms [2022-04-23 12:52:34 main:581] : INFO : Epoch 1937 | loss: 0.0311457 | val_loss: 0.0311702 | Time: 2488.21 ms [2022-04-23 12:52:37 main:581] : INFO : Epoch 1938 | loss: 0.0311466 | val_loss: 0.0311763 | Time: 2489.31 ms [2022-04-23 12:52:39 main:581] : INFO : Epoch 1939 | loss: 0.0311479 | val_loss: 0.0311732 | Time: 2489.38 ms [2022-04-23 12:52:42 main:581] : INFO : Epoch 1940 | loss: 0.0311496 | val_loss: 0.0311702 | Time: 2489.42 ms [2022-04-23 12:52:44 main:581] : INFO : Epoch 1941 | loss: 0.0311518 | val_loss: 0.0311685 | Time: 2489.01 ms [2022-04-23 12:52:47 main:581] : INFO : Epoch 1942 | loss: 0.0311491 | val_loss: 0.0311724 | Time: 2491.38 ms [2022-04-23 12:52:49 main:581] : INFO : Epoch 1943 | loss: 0.0311471 | val_loss: 0.0311669 | Time: 2490.33 ms [2022-04-23 12:52:52 main:581] : INFO : Epoch 1944 | loss: 0.0311473 | val_loss: 0.0311696 | Time: 2488.09 ms [2022-04-23 12:52:54 main:581] : INFO : Epoch 1945 | loss: 0.0311453 | val_loss: 0.0311703 | Time: 2487.23 ms [2022-04-23 12:52:57 main:581] : INFO : Epoch 1946 | loss: 0.0311445 | val_loss: 0.0311724 | Time: 2489.71 ms [2022-04-23 12:52:59 main:581] : INFO : Epoch 1947 | loss: 0.0311443 | val_loss: 0.0311735 | Time: 2490.14 ms [2022-04-23 12:53:02 main:581] : INFO : Epoch 1948 | loss: 0.0311448 | val_loss: 0.0311748 | Time: 2490.51 ms [2022-04-23 12:53:04 main:581] : INFO : Epoch 1949 | loss: 0.0311475 | val_loss: 0.0311726 | Time: 2489.99 ms [2022-04-23 12:53:07 main:581] : INFO : Epoch 1950 | loss: 0.0311479 | val_loss: 0.0311705 | Time: 2488.32 ms [2022-04-23 12:53:09 main:581] : INFO : Epoch 1951 | loss: 0.0311471 | val_loss: 0.0311732 | Time: 2492.33 ms [2022-04-23 12:53:12 main:581] : INFO : Epoch 1952 | loss: 0.0311472 | val_loss: 0.0311745 | Time: 2490.21 ms [2022-04-23 12:53:14 main:581] : INFO : Epoch 1953 | loss: 0.0311472 | val_loss: 0.0311723 | Time: 2489.77 ms [2022-04-23 12:53:17 main:581] : INFO : Epoch 1954 | loss: 0.031148 | val_loss: 0.0311707 | Time: 2492.52 ms [2022-04-23 12:53:19 main:581] : INFO : Epoch 1955 | loss: 0.0311462 | val_loss: 0.0311735 | Time: 2490.12 ms [2022-04-23 12:53:21 main:581] : INFO : Epoch 1956 | loss: 0.0311455 | val_loss: 0.0311718 | Time: 2490.96 ms [2022-04-23 12:53:24 main:581] : INFO : Epoch 1957 | loss: 0.0311467 | val_loss: 0.0311773 | Time: 2492.2 ms [2022-04-23 12:53:26 main:581] : INFO : Epoch 1958 | loss: 0.0311455 | val_loss: 0.0311741 | Time: 2491.34 ms [2022-04-23 12:53:29 main:581] : INFO : Epoch 1959 | loss: 0.0311454 | val_loss: 0.0311724 | Time: 2491.7 ms [2022-04-23 12:53:31 main:581] : INFO : Epoch 1960 | loss: 0.031146 | val_loss: 0.0311715 | Time: 2492.61 ms [2022-04-23 12:53:34 main:581] : INFO : Epoch 1961 | loss: 0.031148 | val_loss: 0.0311684 | Time: 2490.72 ms [2022-04-23 12:53:36 main:581] : INFO : Epoch 1962 | loss: 0.0311469 | val_loss: 0.0311707 | Time: 2488.94 ms [2022-04-23 12:53:39 main:581] : INFO : Epoch 1963 | loss: 0.0311472 | val_loss: 0.0311736 | Time: 2491.23 ms [2022-04-23 12:53:41 main:581] : INFO : Epoch 1964 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 2493.13 ms [2022-04-23 12:53:44 main:581] : INFO : Epoch 1965 | loss: 0.0311516 | val_loss: 0.0311719 | Time: 2489.84 ms [2022-04-23 12:53:46 main:581] : INFO : Epoch 1966 | loss: 0.0311487 | val_loss: 0.0311697 | Time: 2490.83 ms [2022-04-23 12:53:49 main:581] : INFO : Epoch 1967 | loss: 0.0311473 | val_loss: 0.0311697 | Time: 2490.55 ms [2022-04-23 12:53:51 main:581] : INFO : Epoch 1968 | loss: 0.031148 | val_loss: 0.0311712 | Time: 2489.34 ms [2022-04-23 12:53:54 main:581] : INFO : Epoch 1969 | loss: 0.0311461 | val_loss: 0.0311752 | Time: 2487.77 ms [2022-04-23 12:53:56 main:581] : INFO : Epoch 1970 | loss: 0.0311471 | val_loss: 0.0311745 | Time: 2490.72 ms [2022-04-23 12:53:59 main:581] : INFO : Epoch 1971 | loss: 0.0311461 | val_loss: 0.0311727 | Time: 2488.59 ms [2022-04-23 12:54:01 main:581] : INFO : Epoch 1972 | loss: 0.0311456 | val_loss: 0.0311736 | Time: 2493.91 ms [2022-04-23 12:54:04 main:581] : INFO : Epoch 1973 | loss: 0.0311454 | val_loss: 0.0311709 | Time: 2490.06 ms [2022-04-23 12:54:06 main:581] : INFO : Epoch 1974 | loss: 0.0311454 | val_loss: 0.0311748 | Time: 2487.35 ms [2022-04-23 12:54:09 main:581] : INFO : Epoch 1975 | loss: 0.0311445 | val_loss: 0.0311754 | Time: 2489.94 ms [2022-04-23 12:54:11 main:581] : INFO : Epoch 1976 | loss: 0.0311448 | val_loss: 0.0311767 | Time: 2489 ms [2022-04-23 12:54:14 main:581] : INFO : Epoch 1977 | loss: 0.0311473 | val_loss: 0.0311688 | Time: 2490.64 ms [2022-04-23 12:54:16 main:581] : INFO : Epoch 1978 | loss: 0.0311477 | val_loss: 0.0311741 | Time: 2491.54 ms [2022-04-23 12:54:19 main:581] : INFO : Epoch 1979 | loss: 0.0311473 | val_loss: 0.0311716 | Time: 2490.33 ms [2022-04-23 12:54:21 main:581] : INFO : Epoch 1980 | loss: 0.0311479 | val_loss: 0.0311737 | Time: 2488.96 ms [2022-04-23 12:54:24 main:581] : INFO : Epoch 1981 | loss: 0.0311487 | val_loss: 0.0311715 | Time: 2489.67 ms [2022-04-23 12:54:26 main:581] : INFO : Epoch 1982 | loss: 0.031147 | val_loss: 0.0311742 | Time: 2488.88 ms [2022-04-23 12:54:29 main:581] : INFO : Epoch 1983 | loss: 0.0311487 | val_loss: 0.0311751 | Time: 2490.8 ms [2022-04-23 12:54:31 main:581] : INFO : Epoch 1984 | loss: 0.0311458 | val_loss: 0.0311711 | Time: 2490.23 ms [2022-04-23 12:54:34 main:581] : INFO : Epoch 1985 | loss: 0.0311454 | val_loss: 0.0311719 | Time: 2487.96 ms [2022-04-23 12:54:36 main:581] : INFO : Epoch 1986 | loss: 0.031144 | val_loss: 0.0311727 | Time: 2490.61 ms [2022-04-23 12:54:39 main:581] : INFO : Epoch 1987 | loss: 0.0311428 | val_loss: 0.0311744 | Time: 2488.25 ms [2022-04-23 12:54:41 main:581] : INFO : Epoch 1988 | loss: 0.0311427 | val_loss: 0.0311732 | Time: 2490.26 ms [2022-04-23 12:54:44 main:581] : INFO : Epoch 1989 | loss: 0.0311434 | val_loss: 0.0311731 | Time: 2491.75 ms [2022-04-23 12:54:46 main:581] : INFO : Epoch 1990 | loss: 0.0311479 | val_loss: 0.031175 | Time: 2488.4 ms [2022-04-23 12:54:49 main:581] : INFO : Epoch 1991 | loss: 0.0311468 | val_loss: 0.0311729 | Time: 2489.26 ms [2022-04-23 12:54:51 main:581] : INFO : Epoch 1992 | loss: 0.0311478 | val_loss: 0.0311703 | Time: 2489.14 ms [2022-04-23 12:54:54 main:581] : INFO : Epoch 1993 | loss: 0.0311436 | val_loss: 0.0311709 | Time: 2490.67 ms [2022-04-23 12:54:56 main:581] : INFO : Epoch 1994 | loss: 0.0311432 | val_loss: 0.0311758 | Time: 2488.73 ms [2022-04-23 12:54:59 main:581] : INFO : Epoch 1995 | loss: 0.0311439 | val_loss: 0.0311697 | Time: 2489.49 ms [2022-04-23 12:55:01 main:581] : INFO : Epoch 1996 | loss: 0.0311418 | val_loss: 0.0311715 | Time: 2492.86 ms [2022-04-23 12:55:04 main:581] : INFO : Epoch 1997 | loss: 0.0311427 | val_loss: 0.0311776 | Time: 2487.18 ms [2022-04-23 12:55:06 main:581] : INFO : Epoch 1998 | loss: 0.0311424 | val_loss: 0.0311742 | Time: 2489.25 ms [2022-04-23 12:55:09 main:581] : INFO : Epoch 1999 | loss: 0.0311408 | val_loss: 0.0311747 | Time: 2489.61 ms [2022-04-23 12:55:11 main:581] : INFO : Epoch 2000 | loss: 0.0311407 | val_loss: 0.0311698 | Time: 2490.48 ms [2022-04-23 12:55:14 main:581] : INFO : Epoch 2001 | loss: 0.0311419 | val_loss: 0.0311719 | Time: 2491.51 ms [2022-04-23 12:55:16 main:581] : INFO : Epoch 2002 | loss: 0.0311417 | val_loss: 0.0311775 | Time: 2490.08 ms [2022-04-23 12:55:19 main:581] : INFO : Epoch 2003 | loss: 0.031142 | val_loss: 0.0311719 | Time: 2491.97 ms [2022-04-23 12:55:21 main:581] : INFO : Epoch 2004 | loss: 0.0311418 | val_loss: 0.031176 | Time: 2492.65 ms [2022-04-23 12:55:24 main:581] : INFO : Epoch 2005 | loss: 0.0311474 | val_loss: 0.0311759 | Time: 2491.58 ms [2022-04-23 12:55:26 main:581] : INFO : Epoch 2006 | loss: 0.0311433 | val_loss: 0.0311777 | Time: 2487.96 ms [2022-04-23 12:55:29 main:581] : INFO : Epoch 2007 | loss: 0.0311408 | val_loss: 0.0311786 | Time: 2490.11 ms [2022-04-23 12:55:31 main:581] : INFO : Epoch 2008 | loss: 0.0311437 | val_loss: 0.0311717 | Time: 2489.61 ms [2022-04-23 12:55:33 main:581] : INFO : Epoch 2009 | loss: 0.0311449 | val_loss: 0.0311712 | Time: 2489.27 ms [2022-04-23 12:55:36 main:581] : INFO : Epoch 2010 | loss: 0.0311488 | val_loss: 0.0311781 | Time: 2490.36 ms [2022-04-23 12:55:38 main:581] : INFO : Epoch 2011 | loss: 0.0311456 | val_loss: 0.0311783 | Time: 2491.65 ms [2022-04-23 12:55:41 main:581] : INFO : Epoch 2012 | loss: 0.0311431 | val_loss: 0.0311769 | Time: 2486.22 ms [2022-04-23 12:55:43 main:581] : INFO : Epoch 2013 | loss: 0.0311444 | val_loss: 0.0311726 | Time: 2492.25 ms [2022-04-23 12:55:46 main:581] : INFO : Epoch 2014 | loss: 0.0311425 | val_loss: 0.0311722 | Time: 2487.77 ms [2022-04-23 12:55:48 main:581] : INFO : Epoch 2015 | loss: 0.031142 | val_loss: 0.0311732 | Time: 2487.34 ms [2022-04-23 12:55:51 main:581] : INFO : Epoch 2016 | loss: 0.0311435 | val_loss: 0.0311738 | Time: 2489.01 ms [2022-04-23 12:55:53 main:581] : INFO : Epoch 2017 | loss: 0.0311427 | val_loss: 0.0311745 | Time: 2489.93 ms [2022-04-23 12:55:56 main:581] : INFO : Epoch 2018 | loss: 0.0311436 | val_loss: 0.0311773 | Time: 2490.45 ms [2022-04-23 12:55:58 main:581] : INFO : Epoch 2019 | loss: 0.0311432 | val_loss: 0.0311726 | Time: 2488.41 ms [2022-04-23 12:56:01 main:581] : INFO : Epoch 2020 | loss: 0.0311453 | val_loss: 0.031173 | Time: 2491.19 ms [2022-04-23 12:56:03 main:581] : INFO : Epoch 2021 | loss: 0.031144 | val_loss: 0.0311831 | Time: 2488.89 ms [2022-04-23 12:56:06 main:581] : INFO : Epoch 2022 | loss: 0.0311452 | val_loss: 0.0311722 | Time: 2488.18 ms [2022-04-23 12:56:08 main:581] : INFO : Epoch 2023 | loss: 0.0311418 | val_loss: 0.0311764 | Time: 2487.79 ms [2022-04-23 12:56:11 main:581] : INFO : Epoch 2024 | loss: 0.03114 | val_loss: 0.0311786 | Time: 2487.77 ms [2022-04-23 12:56:13 main:581] : INFO : Epoch 2025 | loss: 0.0311396 | val_loss: 0.0311707 | Time: 2490.24 ms [2022-04-23 12:56:16 main:581] : INFO : Epoch 2026 | loss: 0.0311427 | val_loss: 0.0311713 | Time: 2489.35 ms [2022-04-23 12:56:18 main:581] : INFO : Epoch 2027 | loss: 0.0311404 | val_loss: 0.0311718 | Time: 2490.3 ms [2022-04-23 12:56:21 main:581] : INFO : Epoch 2028 | loss: 0.0311405 | val_loss: 0.0311683 | Time: 2487.93 ms [2022-04-23 12:56:23 main:581] : INFO : Epoch 2029 | loss: 0.0311435 | val_loss: 0.0311843 | Time: 2489.01 ms [2022-04-23 12:56:26 main:581] : INFO : Epoch 2030 | loss: 0.0311441 | val_loss: 0.0311724 | Time: 2487.91 ms [2022-04-23 12:56:28 main:581] : INFO : Epoch 2031 | loss: 0.0311411 | val_loss: 0.0311704 | Time: 2489.32 ms [2022-04-23 12:56:31 main:581] : INFO : Epoch 2032 | loss: 0.0311397 | val_loss: 0.0311728 | Time: 2489.76 ms [2022-04-23 12:56:33 main:581] : INFO : Epoch 2033 | loss: 0.0311404 | val_loss: 0.0311728 | Time: 2488.7 ms [2022-04-23 12:56:36 main:581] : INFO : Epoch 2034 | loss: 0.0311401 | val_loss: 0.0311736 | Time: 2489.54 ms [2022-04-23 12:56:38 main:581] : INFO : Epoch 2035 | loss: 0.031139 | val_loss: 0.0311715 | Time: 2489.98 ms [2022-04-23 12:56:41 main:581] : INFO : Epoch 2036 | loss: 0.0311391 | val_loss: 0.0311717 | Time: 2488.49 ms [2022-04-23 12:56:43 main:581] : INFO : Epoch 2037 | loss: 0.0311395 | val_loss: 0.0311716 | Time: 2486.75 ms [2022-04-23 12:56:46 main:581] : INFO : Epoch 2038 | loss: 0.0311414 | val_loss: 0.0311742 | Time: 2491.16 ms [2022-04-23 12:56:48 main:581] : INFO : Epoch 2039 | loss: 0.0311465 | val_loss: 0.0311671 | Time: 2487.34 ms [2022-04-23 12:56:51 main:581] : INFO : Epoch 2040 | loss: 0.0312938 | val_loss: 0.0626325 | Time: 2489.08 ms [2022-04-23 12:56:53 main:581] : INFO : Epoch 2041 | loss: 0.0560828 | val_loss: 0.0337025 | Time: 2488.06 ms [2022-04-23 12:56:56 main:581] : INFO : Epoch 2042 | loss: 0.0325629 | val_loss: 0.0321442 | Time: 2491.05 ms [2022-04-23 12:56:58 main:581] : INFO : Epoch 2043 | loss: 0.0315534 | val_loss: 0.0313417 | Time: 2489.92 ms [2022-04-23 12:57:01 main:581] : INFO : Epoch 2044 | loss: 0.0312727 | val_loss: 0.0312357 | Time: 2491.29 ms [2022-04-23 12:57:03 main:581] : INFO : Epoch 2045 | loss: 0.0312279 | val_loss: 0.0312128 | Time: 2488.26 ms [2022-04-23 12:57:06 main:581] : INFO : Epoch 2046 | loss: 0.0312125 | val_loss: 0.0312017 | Time: 2487.27 ms [2022-04-23 12:57:08 main:581] : INFO : Epoch 2047 | loss: 0.0312028 | val_loss: 0.031195 | Time: 2489.24 ms [2022-04-23 12:57:11 main:581] : INFO : Epoch 2048 | loss: 0.0311975 | val_loss: 0.0311907 | Time: 2487.53 ms [2022-04-23 12:57:11 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311907 [2022-04-23 12:57:11 main:610] : INFO : Saving end state to config to file [2022-04-23 12:57:11 main:615] : INFO : Success, exiting.. 12:57:11 (252551): 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)