Task 10821905
| Name | ParityModified-1639954823-25135-2-0_0 |
| Workunit | 8131648 |
| Created | 16 Jan 2022, 14:45:31 UTC |
| Sent | 1 Feb 2022, 22:17:18 UTC |
| Report deadline | 9 Feb 2022, 22:17:18 UTC |
| Received | 3 Feb 2022, 10:17:13 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16479 |
| Run time | 1 hours 25 min 36 sec |
| CPU time | 1 hours 25 min 36 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,547.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.71 GB |
| Peak swap size | 36.66 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311544 | val_loss: 0.0311677 | Time: 2510.59 ms [2022-02-03 09:54:43 main:581] : INFO : Epoch 1539 | loss: 0.0311522 | val_loss: 0.031173 | Time: 2548.09 ms [2022-02-03 09:54:46 main:581] : INFO : Epoch 1540 | loss: 0.0311517 | val_loss: 0.0311731 | Time: 2522.59 ms [2022-02-03 09:54:49 main:581] : INFO : Epoch 1541 | loss: 0.0311505 | val_loss: 0.0311688 | Time: 2489.75 ms [2022-02-03 09:54:51 main:581] : INFO : Epoch 1542 | loss: 0.0311506 | val_loss: 0.0311707 | Time: 2518.1 ms [2022-02-03 09:54:54 main:581] : INFO : Epoch 1543 | loss: 0.0311529 | val_loss: 0.0311731 | Time: 2546.16 ms [2022-02-03 09:54:56 main:581] : INFO : Epoch 1544 | loss: 0.0311529 | val_loss: 0.03118 | Time: 2535.17 ms [2022-02-03 09:54:59 main:581] : INFO : Epoch 1545 | loss: 0.0311563 | val_loss: 0.0311796 | Time: 2505.14 ms [2022-02-03 09:55:01 main:581] : INFO : Epoch 1546 | loss: 0.0311515 | val_loss: 0.0311714 | Time: 2494.08 ms [2022-02-03 09:55:04 main:581] : INFO : Epoch 1547 | loss: 0.0311502 | val_loss: 0.0311704 | Time: 2539.58 ms [2022-02-03 09:55:06 main:581] : INFO : Epoch 1548 | loss: 0.0311495 | val_loss: 0.0311694 | Time: 2521.87 ms [2022-02-03 09:55:09 main:581] : INFO : Epoch 1549 | loss: 0.0311514 | val_loss: 0.031176 | Time: 2514.52 ms [2022-02-03 09:55:11 main:581] : INFO : Epoch 1550 | loss: 0.031154 | val_loss: 0.0311689 | Time: 2508.32 ms [2022-02-03 09:55:14 main:581] : INFO : Epoch 1551 | loss: 0.0311532 | val_loss: 0.0311715 | Time: 2544.15 ms [2022-02-03 09:55:16 main:581] : INFO : Epoch 1552 | loss: 0.0311537 | val_loss: 0.0311707 | Time: 2509.83 ms [2022-02-03 09:55:19 main:581] : INFO : Epoch 1553 | loss: 0.0311497 | val_loss: 0.031168 | Time: 2504.22 ms [2022-02-03 09:55:21 main:581] : INFO : Epoch 1554 | loss: 0.0311526 | val_loss: 0.0311723 | Time: 2495.68 ms [2022-02-03 09:55:24 main:581] : INFO : Epoch 1555 | loss: 0.0311538 | val_loss: 0.0311722 | Time: 2491.28 ms [2022-02-03 09:55:26 main:581] : INFO : Epoch 1556 | loss: 0.0311529 | val_loss: 0.0311684 | Time: 2484.23 ms [2022-02-03 09:55:29 main:581] : INFO : Epoch 1557 | loss: 0.0311534 | val_loss: 0.0311715 | Time: 2505.58 ms [2022-02-03 09:55:31 main:581] : INFO : Epoch 1558 | loss: 0.0311547 | val_loss: 0.0311756 | Time: 2497.57 ms [2022-02-03 09:55:34 main:581] : INFO : Epoch 1559 | loss: 0.0311605 | val_loss: 0.0311676 | Time: 2494.91 ms [2022-02-03 09:55:36 main:581] : INFO : Epoch 1560 | loss: 0.0311652 | val_loss: 0.0311654 | Time: 2482.58 ms [2022-02-03 09:55:39 main:581] : INFO : Epoch 1561 | loss: 0.031162 | val_loss: 0.0311656 | Time: 2491.53 ms [2022-02-03 09:55:41 main:581] : INFO : Epoch 1562 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 2499.47 ms [2022-02-03 09:55:44 main:581] : INFO : Epoch 1563 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 2519.71 ms [2022-02-03 09:55:46 main:581] : INFO : Epoch 1564 | loss: 0.0311615 | val_loss: 0.0311669 | Time: 2525.92 ms [2022-02-03 09:55:49 main:581] : INFO : Epoch 1565 | loss: 0.0311604 | val_loss: 0.0311656 | Time: 2524.65 ms [2022-02-03 09:55:51 main:581] : INFO : Epoch 1566 | loss: 0.0311579 | val_loss: 0.0311662 | Time: 2491.46 ms [2022-02-03 09:55:54 main:581] : INFO : Epoch 1567 | loss: 0.0311572 | val_loss: 0.031167 | Time: 2519.42 ms [2022-02-03 09:55:56 main:581] : INFO : Epoch 1568 | loss: 0.0311578 | val_loss: 0.0311672 | Time: 2492.71 ms [2022-02-03 09:55:59 main:581] : INFO : Epoch 1569 | loss: 0.0311613 | val_loss: 0.0311658 | Time: 2491.18 ms [2022-02-03 09:56:01 main:581] : INFO : Epoch 1570 | loss: 0.0311578 | val_loss: 0.031169 | Time: 2499.88 ms [2022-02-03 09:56:04 main:581] : INFO : Epoch 1571 | loss: 0.0311566 | val_loss: 0.0311667 | Time: 2485.51 ms [2022-02-03 09:56:06 main:581] : INFO : Epoch 1572 | loss: 0.0311572 | val_loss: 0.03117 | Time: 2492.56 ms [2022-02-03 09:56:09 main:581] : INFO : Epoch 1573 | loss: 0.0311557 | val_loss: 0.0311681 | Time: 2502.32 ms [2022-02-03 09:56:11 main:581] : INFO : Epoch 1574 | loss: 0.0311578 | val_loss: 0.0311682 | Time: 2575.02 ms [2022-02-03 09:56:14 main:581] : INFO : Epoch 1575 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 2540.55 ms [2022-02-03 09:56:16 main:581] : INFO : Epoch 1576 | loss: 0.0311546 | val_loss: 0.0311712 | Time: 2481.13 ms [2022-02-03 09:56:19 main:581] : INFO : Epoch 1577 | loss: 0.031159 | val_loss: 0.0311673 | Time: 2502.72 ms [2022-02-03 09:56:21 main:581] : INFO : Epoch 1578 | loss: 0.0311541 | val_loss: 0.0311674 | Time: 2498.14 ms [2022-02-03 09:56:24 main:581] : INFO : Epoch 1579 | loss: 0.031159 | val_loss: 0.0311665 | Time: 2515.23 ms [2022-02-03 09:56:26 main:581] : INFO : Epoch 1580 | loss: 0.031161 | val_loss: 0.0311753 | Time: 2477.1 ms [2022-02-03 09:56:29 main:581] : INFO : Epoch 1581 | loss: 0.0311646 | val_loss: 0.0311654 | Time: 2518.94 ms [2022-02-03 09:56:31 main:581] : INFO : Epoch 1582 | loss: 0.0311617 | val_loss: 0.0311656 | Time: 2496.5 ms [2022-02-03 09:56:34 main:581] : INFO : Epoch 1583 | loss: 0.0311645 | val_loss: 0.0311673 | Time: 2492.66 ms [2022-02-03 09:56:36 main:581] : INFO : Epoch 1584 | loss: 0.0311611 | val_loss: 0.0311668 | Time: 2539.39 ms [2022-02-03 09:56:39 main:581] : INFO : Epoch 1585 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 2526.85 ms [2022-02-03 09:56:41 main:581] : INFO : Epoch 1586 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 2491.64 ms [2022-02-03 09:56:44 main:581] : INFO : Epoch 1587 | loss: 0.0311576 | val_loss: 0.0311674 | Time: 2488.07 ms [2022-02-03 09:56:46 main:581] : INFO : Epoch 1588 | loss: 0.0311563 | val_loss: 0.0311679 | Time: 2485.94 ms [2022-02-03 09:56:49 main:581] : INFO : Epoch 1589 | loss: 0.0311566 | val_loss: 0.0311649 | Time: 2521.78 ms [2022-02-03 09:56:51 main:581] : INFO : Epoch 1590 | loss: 0.0311547 | val_loss: 0.0311675 | Time: 2486.04 ms [2022-02-03 09:56:54 main:581] : INFO : Epoch 1591 | loss: 0.0311565 | val_loss: 0.0311671 | Time: 2482.97 ms [2022-02-03 09:56:56 main:581] : INFO : Epoch 1592 | loss: 0.0311546 | val_loss: 0.0311684 | Time: 2484.7 ms [2022-02-03 09:56:59 main:581] : INFO : Epoch 1593 | loss: 0.031155 | val_loss: 0.0311684 | Time: 2513.29 ms [2022-02-03 09:57:01 main:581] : INFO : Epoch 1594 | loss: 0.0311553 | val_loss: 0.031165 | Time: 2506.77 ms [2022-02-03 09:57:04 main:581] : INFO : Epoch 1595 | loss: 0.0311564 | val_loss: 0.031165 | Time: 2486.06 ms [2022-02-03 09:57:06 main:581] : INFO : Epoch 1596 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 2476.59 ms [2022-02-03 09:57:09 main:581] : INFO : Epoch 1597 | loss: 0.0311557 | val_loss: 0.0311657 | Time: 2494.46 ms [2022-02-03 09:57:11 main:581] : INFO : Epoch 1598 | loss: 0.0311529 | val_loss: 0.0311662 | Time: 2495.02 ms [2022-02-03 09:57:14 main:581] : INFO : Epoch 1599 | loss: 0.0311526 | val_loss: 0.0311661 | Time: 2491.9 ms [2022-02-03 09:57:16 main:581] : INFO : Epoch 1600 | loss: 0.0311517 | val_loss: 0.031169 | Time: 2513.25 ms [2022-02-03 09:57:19 main:581] : INFO : Epoch 1601 | loss: 0.0311497 | val_loss: 0.0311642 | Time: 2574.43 ms [2022-02-03 09:57:21 main:581] : INFO : Epoch 1602 | loss: 0.031149 | val_loss: 0.0311673 | Time: 2570.93 ms [2022-02-03 09:57:24 main:581] : INFO : Epoch 1603 | loss: 0.0311487 | val_loss: 0.031166 | Time: 2530.41 ms [2022-02-03 09:57:27 main:581] : INFO : Epoch 1604 | loss: 0.0311521 | val_loss: 0.0311638 | Time: 2533.85 ms [2022-02-03 09:57:29 main:581] : INFO : Epoch 1605 | loss: 0.0311506 | val_loss: 0.0311672 | Time: 2535.19 ms [2022-02-03 09:57:32 main:581] : INFO : Epoch 1606 | loss: 0.0311492 | val_loss: 0.0311713 | Time: 2491.34 ms [2022-02-03 09:57:34 main:581] : INFO : Epoch 1607 | loss: 0.0311489 | val_loss: 0.0311641 | Time: 2530.7 ms [2022-02-03 09:57:37 main:581] : INFO : Epoch 1608 | loss: 0.0311473 | val_loss: 0.0311676 | Time: 2556.72 ms [2022-02-03 09:57:39 main:581] : INFO : Epoch 1609 | loss: 0.0311466 | val_loss: 0.0311672 | Time: 2529.86 ms [2022-02-03 09:57:42 main:581] : INFO : Epoch 1610 | loss: 0.031148 | val_loss: 0.0311619 | Time: 2481.6 ms [2022-02-03 09:57:44 main:581] : INFO : Epoch 1611 | loss: 0.0311493 | val_loss: 0.031163 | Time: 2494.42 ms [2022-02-03 09:57:47 main:581] : INFO : Epoch 1612 | loss: 0.0311472 | val_loss: 0.0311607 | Time: 2514.94 ms [2022-02-03 09:57:49 main:581] : INFO : Epoch 1613 | loss: 0.0311454 | val_loss: 0.0311637 | Time: 2517.29 ms [2022-02-03 09:57:52 main:581] : INFO : Epoch 1614 | loss: 0.0311524 | val_loss: 0.0311628 | Time: 2499.7 ms [2022-02-03 09:57:54 main:581] : INFO : Epoch 1615 | loss: 0.0311524 | val_loss: 0.0311614 | Time: 2555.63 ms [2022-02-03 09:57:57 main:581] : INFO : Epoch 1616 | loss: 0.0311513 | val_loss: 0.0311616 | Time: 2516.63 ms [2022-02-03 09:57:59 main:581] : INFO : Epoch 1617 | loss: 0.0311544 | val_loss: 0.0311654 | Time: 2488.64 ms [2022-02-03 09:58:02 main:581] : INFO : Epoch 1618 | loss: 0.0311551 | val_loss: 0.0311629 | Time: 2482.15 ms [2022-02-03 09:58:04 main:581] : INFO : Epoch 1619 | loss: 0.0311534 | val_loss: 0.031164 | Time: 2554.62 ms [2022-02-03 09:58:07 main:581] : INFO : Epoch 1620 | loss: 0.0311545 | val_loss: 0.0311766 | Time: 2515.21 ms [2022-02-03 09:58:09 main:581] : INFO : Epoch 1621 | loss: 0.031155 | val_loss: 0.0311666 | Time: 2504.12 ms [2022-02-03 09:58:12 main:581] : INFO : Epoch 1622 | loss: 0.0311524 | val_loss: 0.0311647 | Time: 2492.68 ms [2022-02-03 09:58:14 main:581] : INFO : Epoch 1623 | loss: 0.0311543 | val_loss: 0.0311657 | Time: 2554.33 ms [2022-02-03 09:58:17 main:581] : INFO : Epoch 1624 | loss: 0.031154 | val_loss: 0.0311648 | Time: 2567.18 ms [2022-02-03 09:58:19 main:581] : INFO : Epoch 1625 | loss: 0.0311507 | val_loss: 0.031163 | Time: 2537.97 ms [2022-02-03 09:58:22 main:581] : INFO : Epoch 1626 | loss: 0.0311511 | val_loss: 0.0311651 | Time: 2509.62 ms [2022-02-03 09:58:25 main:581] : INFO : Epoch 1627 | loss: 0.0311499 | val_loss: 0.0311623 | Time: 2558.52 ms [2022-02-03 09:58:27 main:581] : INFO : Epoch 1628 | loss: 0.0311475 | val_loss: 0.0311658 | Time: 2541.15 ms [2022-02-03 09:58:30 main:581] : INFO : Epoch 1629 | loss: 0.0311475 | val_loss: 0.0311684 | Time: 2509.71 ms [2022-02-03 09:58:32 main:581] : INFO : Epoch 1630 | loss: 0.0311494 | val_loss: 0.0311648 | Time: 2486.3 ms [2022-02-03 09:58:35 main:581] : INFO : Epoch 1631 | loss: 0.0311505 | val_loss: 0.0311633 | Time: 2546.37 ms [2022-02-03 09:58:37 main:581] : INFO : Epoch 1632 | loss: 0.0311476 | val_loss: 0.0311608 | Time: 2537.49 ms [2022-02-03 09:58:40 main:581] : INFO : Epoch 1633 | loss: 0.0311498 | val_loss: 0.0311635 | Time: 2504.84 ms [2022-02-03 09:58:42 main:581] : INFO : Epoch 1634 | loss: 0.0311551 | val_loss: 0.0311631 | Time: 2485.68 ms [2022-02-03 09:58:45 main:581] : INFO : Epoch 1635 | loss: 0.0311512 | val_loss: 0.0311604 | Time: 2561.74 ms [2022-02-03 09:58:47 main:581] : INFO : Epoch 1636 | loss: 0.0311504 | val_loss: 0.0311627 | Time: 2508.68 ms [2022-02-03 09:58:50 main:581] : INFO : Epoch 1637 | loss: 0.0311502 | val_loss: 0.0311725 | Time: 2507.26 ms [2022-02-03 09:58:52 main:581] : INFO : Epoch 1638 | loss: 0.031151 | val_loss: 0.0311648 | Time: 2484.13 ms [2022-02-03 09:58:55 main:581] : INFO : Epoch 1639 | loss: 0.0311554 | val_loss: 0.0311637 | Time: 2555.17 ms [2022-02-03 09:58:57 main:581] : INFO : Epoch 1640 | loss: 0.0311552 | val_loss: 0.0311625 | Time: 2535.37 ms [2022-02-03 09:59:00 main:581] : INFO : Epoch 1641 | loss: 0.0311546 | val_loss: 0.0311595 | Time: 2490.83 ms [2022-02-03 09:59:02 main:581] : INFO : Epoch 1642 | loss: 0.0311508 | val_loss: 0.0311604 | Time: 2510.87 ms [2022-02-03 09:59:05 main:581] : INFO : Epoch 1643 | loss: 0.0311512 | val_loss: 0.0311655 | Time: 2549.21 ms [2022-02-03 09:59:07 main:581] : INFO : Epoch 1644 | loss: 0.0311568 | val_loss: 0.0311643 | Time: 2536.25 ms [2022-02-03 09:59:10 main:581] : INFO : Epoch 1645 | loss: 0.031151 | val_loss: 0.0311606 | Time: 2489.41 ms [2022-02-03 09:59:12 main:581] : INFO : Epoch 1646 | loss: 0.0311484 | val_loss: 0.0311578 | Time: 2519.76 ms [2022-02-03 09:59:15 main:581] : INFO : Epoch 1647 | loss: 0.0311471 | val_loss: 0.0311581 | Time: 2558.2 ms [2022-02-03 09:59:17 main:581] : INFO : Epoch 1648 | loss: 0.0311467 | val_loss: 0.0311593 | Time: 2533.86 ms [2022-02-03 09:59:20 main:581] : INFO : Epoch 1649 | loss: 0.0311511 | val_loss: 0.0311651 | Time: 2501.77 ms [2022-02-03 09:59:22 main:581] : INFO : Epoch 1650 | loss: 0.0311522 | val_loss: 0.0311666 | Time: 2504.21 ms [2022-02-03 09:59:25 main:581] : INFO : Epoch 1651 | loss: 0.0311474 | val_loss: 0.0311617 | Time: 2547.91 ms [2022-02-03 09:59:28 main:581] : INFO : Epoch 1652 | loss: 0.0311487 | val_loss: 0.0311701 | Time: 2522.98 ms [2022-02-03 09:59:30 main:581] : INFO : Epoch 1653 | loss: 0.0311485 | val_loss: 0.0311645 | Time: 2491.61 ms [2022-02-03 09:59:33 main:581] : INFO : Epoch 1654 | loss: 0.0311466 | val_loss: 0.0311594 | Time: 2558.34 ms [2022-02-03 09:59:35 main:581] : INFO : Epoch 1655 | loss: 0.0311492 | val_loss: 0.0311608 | Time: 2555.75 ms [2022-02-03 09:59:38 main:581] : INFO : Epoch 1656 | loss: 0.0311482 | val_loss: 0.0311669 | Time: 2523.94 ms [2022-02-03 09:59:40 main:581] : INFO : Epoch 1657 | loss: 0.0311475 | val_loss: 0.0311624 | Time: 2500.87 ms [2022-02-03 09:59:43 main:581] : INFO : Epoch 1658 | loss: 0.0311474 | val_loss: 0.0311638 | Time: 2489.39 ms [2022-02-03 09:59:45 main:581] : INFO : Epoch 1659 | loss: 0.0311487 | val_loss: 0.0311636 | Time: 2541.77 ms [2022-02-03 09:59:48 main:581] : INFO : Epoch 1660 | loss: 0.0311471 | val_loss: 0.0311609 | Time: 2509.08 ms [2022-02-03 09:59:50 main:581] : INFO : Epoch 1661 | loss: 0.0311465 | val_loss: 0.0311589 | Time: 2479.62 ms [2022-02-03 09:59:53 main:581] : INFO : Epoch 1662 | loss: 0.0311476 | val_loss: 0.0311674 | Time: 2499.52 ms [2022-02-03 09:59:55 main:581] : INFO : Epoch 1663 | loss: 0.0311465 | val_loss: 0.0311584 | Time: 2527.48 ms [2022-02-03 09:59:58 main:581] : INFO : Epoch 1664 | loss: 0.0311478 | val_loss: 0.0311598 | Time: 2539.81 ms [2022-02-03 10:00:00 main:581] : INFO : Epoch 1665 | loss: 0.031143 | val_loss: 0.0311628 | Time: 2548.27 ms [2022-02-03 10:00:03 main:581] : INFO : Epoch 1666 | loss: 0.0311427 | val_loss: 0.0311592 | Time: 2576.77 ms [2022-02-03 10:00:06 main:581] : INFO : Epoch 1667 | loss: 0.0311432 | val_loss: 0.0311675 | Time: 2555.48 ms [2022-02-03 10:00:08 main:581] : INFO : Epoch 1668 | loss: 0.0311493 | val_loss: 0.0311736 | Time: 2542.63 ms [2022-02-03 10:00:11 main:581] : INFO : Epoch 1669 | loss: 0.0311472 | val_loss: 0.0311577 | Time: 2493.28 ms [2022-02-03 10:00:13 main:581] : INFO : Epoch 1670 | loss: 0.0311459 | val_loss: 0.0311602 | Time: 2497.91 ms [2022-02-03 10:00:16 main:581] : INFO : Epoch 1671 | loss: 0.0311455 | val_loss: 0.0311568 | Time: 2546.3 ms [2022-02-03 10:00:18 main:581] : INFO : Epoch 1672 | loss: 0.0311441 | val_loss: 0.0311601 | Time: 2536.5 ms [2022-02-03 10:00:21 main:581] : INFO : Epoch 1673 | loss: 0.031144 | val_loss: 0.0311574 | Time: 2483.31 ms [2022-02-03 10:00:23 main:581] : INFO : Epoch 1674 | loss: 0.0311448 | val_loss: 0.0311592 | Time: 2489.8 ms [2022-02-03 10:00:26 main:581] : INFO : Epoch 1675 | loss: 0.0311461 | val_loss: 0.031162 | Time: 2537.81 ms [2022-02-03 10:00:28 main:581] : INFO : Epoch 1676 | loss: 0.031145 | val_loss: 0.0311612 | Time: 2499.47 ms [2022-02-03 10:00:31 main:581] : INFO : Epoch 1677 | loss: 0.0311454 | val_loss: 0.0311617 | Time: 2500.9 ms [2022-02-03 10:00:33 main:581] : INFO : Epoch 1678 | loss: 0.0311463 | val_loss: 0.0311568 | Time: 2498.01 ms [2022-02-03 10:00:36 main:581] : INFO : Epoch 1679 | loss: 0.0311447 | val_loss: 0.0311593 | Time: 2511.75 ms [2022-02-03 10:00:38 main:581] : INFO : Epoch 1680 | loss: 0.0311462 | val_loss: 0.0311589 | Time: 2557.77 ms [2022-02-03 10:00:41 main:581] : INFO : Epoch 1681 | loss: 0.0311436 | val_loss: 0.0311599 | Time: 2545.89 ms [2022-02-03 10:00:43 main:581] : INFO : Epoch 1682 | loss: 0.0311433 | val_loss: 0.0311587 | Time: 2608.82 ms [2022-02-03 10:00:46 main:581] : INFO : Epoch 1683 | loss: 0.0311428 | val_loss: 0.0311584 | Time: 2565.07 ms [2022-02-03 10:00:49 main:581] : INFO : Epoch 1684 | loss: 0.0311442 | val_loss: 0.0311602 | Time: 2529.49 ms [2022-02-03 10:00:51 main:581] : INFO : Epoch 1685 | loss: 0.0311426 | val_loss: 0.0311593 | Time: 2490.5 ms [2022-02-03 10:00:54 main:581] : INFO : Epoch 1686 | loss: 0.0311424 | val_loss: 0.0311628 | Time: 2492.69 ms [2022-02-03 10:00:56 main:581] : INFO : Epoch 1687 | loss: 0.0311425 | val_loss: 0.0311577 | Time: 2493.01 ms [2022-02-03 10:00:59 main:581] : INFO : Epoch 1688 | loss: 0.031141 | val_loss: 0.031157 | Time: 2488.88 ms [2022-02-03 10:01:01 main:581] : INFO : Epoch 1689 | loss: 0.0311414 | val_loss: 0.0311612 | Time: 2502.31 ms [2022-02-03 10:01:04 main:581] : INFO : Epoch 1690 | loss: 0.0311447 | val_loss: 0.0311616 | Time: 2513.53 ms [2022-02-03 10:01:06 main:581] : INFO : Epoch 1691 | loss: 0.0311487 | val_loss: 0.0311652 | Time: 2479.69 ms [2022-02-03 10:01:09 main:581] : INFO : Epoch 1692 | loss: 0.0311428 | val_loss: 0.0311582 | Time: 2479.96 ms [2022-02-03 10:01:11 main:581] : INFO : Epoch 1693 | loss: 0.0311437 | val_loss: 0.0311592 | Time: 2516.8 ms [2022-02-03 10:01:14 main:581] : INFO : Epoch 1694 | loss: 0.0311409 | val_loss: 0.0311595 | Time: 2530.53 ms [2022-02-03 10:01:16 main:581] : INFO : Epoch 1695 | loss: 0.0311417 | val_loss: 0.0311605 | Time: 2496.96 ms [2022-02-03 10:01:19 main:581] : INFO : Epoch 1696 | loss: 0.0311401 | val_loss: 0.0311637 | Time: 2563.85 ms [2022-02-03 10:01:21 main:581] : INFO : Epoch 1697 | loss: 0.0311428 | val_loss: 0.0311653 | Time: 2575.86 ms [2022-02-03 10:01:24 main:581] : INFO : Epoch 1698 | loss: 0.0311476 | val_loss: 0.0311615 | Time: 2520.35 ms [2022-02-03 10:01:26 main:581] : INFO : Epoch 1699 | loss: 0.0311417 | val_loss: 0.0311611 | Time: 2473.72 ms [2022-02-03 10:01:29 main:581] : INFO : Epoch 1700 | loss: 0.031146 | val_loss: 0.0311595 | Time: 2490.06 ms [2022-02-03 10:01:31 main:581] : INFO : Epoch 1701 | loss: 0.0311494 | val_loss: 0.0311579 | Time: 2524.82 ms [2022-02-03 10:01:34 main:581] : INFO : Epoch 1702 | loss: 0.0311496 | val_loss: 0.0311622 | Time: 2515.34 ms [2022-02-03 10:01:36 main:581] : INFO : Epoch 1703 | loss: 0.0311477 | val_loss: 0.0311589 | Time: 2479.81 ms [2022-02-03 10:01:39 main:581] : INFO : Epoch 1704 | loss: 0.0311468 | val_loss: 0.0311564 | Time: 2493.86 ms [2022-02-03 10:01:41 main:581] : INFO : Epoch 1705 | loss: 0.0311455 | val_loss: 0.0311615 | Time: 2483.87 ms [2022-02-03 10:01:44 main:581] : INFO : Epoch 1706 | loss: 0.0311433 | val_loss: 0.0311607 | Time: 2498.55 ms [2022-02-03 10:01:46 main:581] : INFO : Epoch 1707 | loss: 0.0311437 | val_loss: 0.0311586 | Time: 2493.8 ms [2022-02-03 10:01:49 main:581] : INFO : Epoch 1708 | loss: 0.0311414 | val_loss: 0.0311619 | Time: 2517.39 ms [2022-02-03 10:01:51 main:581] : INFO : Epoch 1709 | loss: 0.0311405 | val_loss: 0.0311587 | Time: 2520.32 ms [2022-02-03 10:01:54 main:581] : INFO : Epoch 1710 | loss: 0.0311418 | val_loss: 0.0311628 | Time: 2494.29 ms [2022-02-03 10:01:56 main:581] : INFO : Epoch 1711 | loss: 0.0311407 | val_loss: 0.031163 | Time: 2471.43 ms [2022-02-03 10:01:59 main:581] : INFO : Epoch 1712 | loss: 0.0311417 | val_loss: 0.0311593 | Time: 2494.56 ms [2022-02-03 10:02:01 main:581] : INFO : Epoch 1713 | loss: 0.0311487 | val_loss: 0.0311652 | Time: 2483.94 ms [2022-02-03 10:02:04 main:581] : INFO : Epoch 1714 | loss: 0.031151 | val_loss: 0.0311603 | Time: 2520.57 ms [2022-02-03 10:02:06 main:581] : INFO : Epoch 1715 | loss: 0.031148 | val_loss: 0.0311558 | Time: 2485.56 ms [2022-02-03 10:02:09 main:581] : INFO : Epoch 1716 | loss: 0.0311452 | val_loss: 0.0311581 | Time: 2493.01 ms [2022-02-03 10:02:11 main:581] : INFO : Epoch 1717 | loss: 0.031142 | val_loss: 0.0311585 | Time: 2512.28 ms [2022-02-03 10:02:14 main:581] : INFO : Epoch 1718 | loss: 0.0311443 | val_loss: 0.0311586 | Time: 2486.75 ms [2022-02-03 10:02:16 main:581] : INFO : Epoch 1719 | loss: 0.0311417 | val_loss: 0.03116 | Time: 2476.36 ms [2022-02-03 10:02:19 main:581] : INFO : Epoch 1720 | loss: 0.03114 | val_loss: 0.0311657 | Time: 2584.44 ms [2022-02-03 10:02:21 main:581] : INFO : Epoch 1721 | loss: 0.0311433 | val_loss: 0.0311594 | Time: 2526.36 ms [2022-02-03 10:02:24 main:581] : INFO : Epoch 1722 | loss: 0.0311419 | val_loss: 0.0311645 | Time: 2502.78 ms [2022-02-03 10:02:26 main:581] : INFO : Epoch 1723 | loss: 0.0311435 | val_loss: 0.0311696 | Time: 2550.55 ms [2022-02-03 10:02:29 main:581] : INFO : Epoch 1724 | loss: 0.031144 | val_loss: 0.0311579 | Time: 2546.65 ms [2022-02-03 10:02:31 main:581] : INFO : Epoch 1725 | loss: 0.0311436 | val_loss: 0.0311592 | Time: 2499.76 ms [2022-02-03 10:02:34 main:581] : INFO : Epoch 1726 | loss: 0.0311442 | val_loss: 0.0311554 | Time: 2481.03 ms [2022-02-03 10:02:36 main:581] : INFO : Epoch 1727 | loss: 0.0311468 | val_loss: 0.0311595 | Time: 2475.02 ms [2022-02-03 10:02:39 main:581] : INFO : Epoch 1728 | loss: 0.0311449 | val_loss: 0.0311575 | Time: 2496.52 ms [2022-02-03 10:02:41 main:581] : INFO : Epoch 1729 | loss: 0.0311472 | val_loss: 0.0311568 | Time: 2504.11 ms [2022-02-03 10:02:44 main:581] : INFO : Epoch 1730 | loss: 0.0311472 | val_loss: 0.0311589 | Time: 2524.45 ms [2022-02-03 10:02:46 main:581] : INFO : Epoch 1731 | loss: 0.0311475 | val_loss: 0.0311591 | Time: 2488.21 ms [2022-02-03 10:02:49 main:581] : INFO : Epoch 1732 | loss: 0.0311462 | val_loss: 0.0311635 | Time: 2513.04 ms [2022-02-03 10:02:51 main:581] : INFO : Epoch 1733 | loss: 0.0311507 | val_loss: 0.0311711 | Time: 2484.99 ms [2022-02-03 10:02:54 main:581] : INFO : Epoch 1734 | loss: 0.0311464 | val_loss: 0.0311603 | Time: 2483.69 ms [2022-02-03 10:02:56 main:581] : INFO : Epoch 1735 | loss: 0.0311465 | val_loss: 0.0311611 | Time: 2467.35 ms [2022-02-03 10:02:59 main:581] : INFO : Epoch 1736 | loss: 0.0311444 | val_loss: 0.0311615 | Time: 2504.92 ms [2022-02-03 10:03:01 main:581] : INFO : Epoch 1737 | loss: 0.0311456 | val_loss: 0.0311622 | Time: 2518.73 ms [2022-02-03 10:03:04 main:581] : INFO : Epoch 1738 | loss: 0.0311427 | val_loss: 0.0311603 | Time: 2512.46 ms [2022-02-03 10:03:06 main:581] : INFO : Epoch 1739 | loss: 0.0311422 | val_loss: 0.0311641 | Time: 2468.68 ms [2022-02-03 10:03:09 main:581] : INFO : Epoch 1740 | loss: 0.0311435 | val_loss: 0.0311627 | Time: 2482.39 ms [2022-02-03 10:03:11 main:581] : INFO : Epoch 1741 | loss: 0.0311409 | val_loss: 0.0311609 | Time: 2487.48 ms [2022-02-03 10:03:14 main:581] : INFO : Epoch 1742 | loss: 0.031139 | val_loss: 0.0311619 | Time: 2505.01 ms [2022-02-03 10:03:16 main:581] : INFO : Epoch 1743 | loss: 0.031139 | val_loss: 0.0311626 | Time: 2496.3 ms [2022-02-03 10:03:19 main:581] : INFO : Epoch 1744 | loss: 0.0311402 | val_loss: 0.0311607 | Time: 2515.08 ms [2022-02-03 10:03:21 main:581] : INFO : Epoch 1745 | loss: 0.0311402 | val_loss: 0.0311692 | Time: 2509.67 ms [2022-02-03 10:03:24 main:581] : INFO : Epoch 1746 | loss: 0.0311404 | val_loss: 0.0311653 | Time: 2480.43 ms [2022-02-03 10:03:26 main:581] : INFO : Epoch 1747 | loss: 0.0311395 | val_loss: 0.0311638 | Time: 2471.76 ms [2022-02-03 10:03:29 main:581] : INFO : Epoch 1748 | loss: 0.0311404 | val_loss: 0.0311634 | Time: 2510.45 ms [2022-02-03 10:03:31 main:581] : INFO : Epoch 1749 | loss: 0.0311444 | val_loss: 0.0311652 | Time: 2509.84 ms [2022-02-03 10:03:34 main:581] : INFO : Epoch 1750 | loss: 0.0311488 | val_loss: 0.0311695 | Time: 2503.33 ms [2022-02-03 10:03:36 main:581] : INFO : Epoch 1751 | loss: 0.0311479 | val_loss: 0.0311617 | Time: 2489.82 ms [2022-02-03 10:03:39 main:581] : INFO : Epoch 1752 | loss: 0.0311448 | val_loss: 0.0311613 | Time: 2523.37 ms [2022-02-03 10:03:41 main:581] : INFO : Epoch 1753 | loss: 0.0311405 | val_loss: 0.0311601 | Time: 2489.6 ms [2022-02-03 10:03:44 main:581] : INFO : Epoch 1754 | loss: 0.03114 | val_loss: 0.0311649 | Time: 2497.6 ms [2022-02-03 10:03:46 main:581] : INFO : Epoch 1755 | loss: 0.0311461 | val_loss: 0.031175 | Time: 2485.17 ms [2022-02-03 10:03:49 main:581] : INFO : Epoch 1756 | loss: 0.0311522 | val_loss: 0.0311629 | Time: 2508.06 ms [2022-02-03 10:03:51 main:581] : INFO : Epoch 1757 | loss: 0.0311455 | val_loss: 0.0311614 | Time: 2490.08 ms [2022-02-03 10:03:54 main:581] : INFO : Epoch 1758 | loss: 0.0311454 | val_loss: 0.031163 | Time: 2498.1 ms [2022-02-03 10:03:56 main:581] : INFO : Epoch 1759 | loss: 0.0311454 | val_loss: 0.0311595 | Time: 2500.86 ms [2022-02-03 10:03:59 main:581] : INFO : Epoch 1760 | loss: 0.0311463 | val_loss: 0.031159 | Time: 2502.01 ms [2022-02-03 10:04:01 main:581] : INFO : Epoch 1761 | loss: 0.0311449 | val_loss: 0.0311598 | Time: 2495.85 ms [2022-02-03 10:04:04 main:581] : INFO : Epoch 1762 | loss: 0.0311464 | val_loss: 0.0311636 | Time: 2495.3 ms [2022-02-03 10:04:06 main:581] : INFO : Epoch 1763 | loss: 0.031146 | val_loss: 0.0311637 | Time: 2543.76 ms [2022-02-03 10:04:09 main:581] : INFO : Epoch 1764 | loss: 0.0311421 | val_loss: 0.0311572 | Time: 2512.04 ms [2022-02-03 10:04:11 main:581] : INFO : Epoch 1765 | loss: 0.0311431 | val_loss: 0.0311587 | Time: 2506.17 ms [2022-02-03 10:04:14 main:581] : INFO : Epoch 1766 | loss: 0.0311434 | val_loss: 0.0311639 | Time: 2477.08 ms [2022-02-03 10:04:16 main:581] : INFO : Epoch 1767 | loss: 0.0311423 | val_loss: 0.0311598 | Time: 2476.17 ms [2022-02-03 10:04:19 main:581] : INFO : Epoch 1768 | loss: 0.0311413 | val_loss: 0.0311594 | Time: 2509.77 ms [2022-02-03 10:04:21 main:581] : INFO : Epoch 1769 | loss: 0.031141 | val_loss: 0.0311608 | Time: 2504.92 ms [2022-02-03 10:04:24 main:581] : INFO : Epoch 1770 | loss: 0.0311413 | val_loss: 0.0311678 | Time: 2515.26 ms [2022-02-03 10:04:26 main:581] : INFO : Epoch 1771 | loss: 0.0311409 | val_loss: 0.0311652 | Time: 2472.24 ms [2022-02-03 10:04:29 main:581] : INFO : Epoch 1772 | loss: 0.0311405 | val_loss: 0.0311608 | Time: 2492.15 ms [2022-02-03 10:04:31 main:581] : INFO : Epoch 1773 | loss: 0.0311375 | val_loss: 0.0311648 | Time: 2540.89 ms [2022-02-03 10:04:34 main:581] : INFO : Epoch 1774 | loss: 0.0311408 | val_loss: 0.0311609 | Time: 2509.61 ms [2022-02-03 10:04:36 main:581] : INFO : Epoch 1775 | loss: 0.0311425 | val_loss: 0.0311591 | Time: 2490.41 ms [2022-02-03 10:04:39 main:581] : INFO : Epoch 1776 | loss: 0.0311465 | val_loss: 0.0311669 | Time: 2497.35 ms [2022-02-03 10:04:41 main:581] : INFO : Epoch 1777 | loss: 0.0311438 | val_loss: 0.0311649 | Time: 2494.56 ms [2022-02-03 10:04:44 main:581] : INFO : Epoch 1778 | loss: 0.031142 | val_loss: 0.0311625 | Time: 2508.44 ms [2022-02-03 10:04:46 main:581] : INFO : Epoch 1779 | loss: 0.0311448 | val_loss: 0.0311617 | Time: 2504.83 ms [2022-02-03 10:04:49 main:581] : INFO : Epoch 1780 | loss: 0.031141 | val_loss: 0.0311622 | Time: 2500.52 ms [2022-02-03 10:04:51 main:581] : INFO : Epoch 1781 | loss: 0.0311431 | val_loss: 0.0311566 | Time: 2497.02 ms [2022-02-03 10:04:54 main:581] : INFO : Epoch 1782 | loss: 0.0311431 | val_loss: 0.0311683 | Time: 2513.04 ms [2022-02-03 10:04:56 main:581] : INFO : Epoch 1783 | loss: 0.0311423 | val_loss: 0.0311585 | Time: 2490.46 ms [2022-02-03 10:04:59 main:581] : INFO : Epoch 1784 | loss: 0.0311408 | val_loss: 0.031159 | Time: 2500.25 ms [2022-02-03 10:05:01 main:581] : INFO : Epoch 1785 | loss: 0.0311422 | val_loss: 0.0311587 | Time: 2491.53 ms [2022-02-03 10:05:04 main:581] : INFO : Epoch 1786 | loss: 0.0311407 | val_loss: 0.0311633 | Time: 2508.76 ms [2022-02-03 10:05:06 main:581] : INFO : Epoch 1787 | loss: 0.0311362 | val_loss: 0.0311611 | Time: 2560.3 ms [2022-02-03 10:05:09 main:581] : INFO : Epoch 1788 | loss: 0.0311373 | val_loss: 0.031163 | Time: 2536.79 ms [2022-02-03 10:05:11 main:581] : INFO : Epoch 1789 | loss: 0.0311371 | val_loss: 0.0311628 | Time: 2550.71 ms [2022-02-03 10:05:14 main:581] : INFO : Epoch 1790 | loss: 0.0311366 | val_loss: 0.0311648 | Time: 2596.96 ms [2022-02-03 10:05:17 main:581] : INFO : Epoch 1791 | loss: 0.0311395 | val_loss: 0.0311622 | Time: 2526.11 ms [2022-02-03 10:05:19 main:581] : INFO : Epoch 1792 | loss: 0.0311372 | val_loss: 0.0311697 | Time: 2506.15 ms [2022-02-03 10:05:22 main:581] : INFO : Epoch 1793 | loss: 0.0311381 | val_loss: 0.0311716 | Time: 2485.18 ms [2022-02-03 10:05:24 main:581] : INFO : Epoch 1794 | loss: 0.0311396 | val_loss: 0.0311628 | Time: 2525.97 ms [2022-02-03 10:05:27 main:581] : INFO : Epoch 1795 | loss: 0.0311386 | val_loss: 0.0311615 | Time: 2560.23 ms [2022-02-03 10:05:29 main:581] : INFO : Epoch 1796 | loss: 0.0311392 | val_loss: 0.0311658 | Time: 2524.18 ms [2022-02-03 10:05:32 main:581] : INFO : Epoch 1797 | loss: 0.0311415 | val_loss: 0.0311681 | Time: 2495.75 ms [2022-02-03 10:05:34 main:581] : INFO : Epoch 1798 | loss: 0.0311427 | val_loss: 0.0311657 | Time: 2493.17 ms [2022-02-03 10:05:37 main:581] : INFO : Epoch 1799 | loss: 0.0311386 | val_loss: 0.0311672 | Time: 2538.73 ms [2022-02-03 10:05:39 main:581] : INFO : Epoch 1800 | loss: 0.0311392 | val_loss: 0.031163 | Time: 2504.16 ms [2022-02-03 10:05:42 main:581] : INFO : Epoch 1801 | loss: 0.0311373 | val_loss: 0.0311654 | Time: 2504.99 ms [2022-02-03 10:05:44 main:581] : INFO : Epoch 1802 | loss: 0.0311393 | val_loss: 0.0311655 | Time: 2496.56 ms [2022-02-03 10:05:47 main:581] : INFO : Epoch 1803 | loss: 0.0311405 | val_loss: 0.0311625 | Time: 2512.7 ms [2022-02-03 10:05:49 main:581] : INFO : Epoch 1804 | loss: 0.0311386 | val_loss: 0.0311617 | Time: 2504.29 ms [2022-02-03 10:05:52 main:581] : INFO : Epoch 1805 | loss: 0.0311398 | val_loss: 0.0311663 | Time: 2489.08 ms [2022-02-03 10:05:54 main:581] : INFO : Epoch 1806 | loss: 0.0311381 | val_loss: 0.0311615 | Time: 2506.39 ms [2022-02-03 10:05:57 main:581] : INFO : Epoch 1807 | loss: 0.0311367 | val_loss: 0.031161 | Time: 2515.97 ms [2022-02-03 10:05:59 main:581] : INFO : Epoch 1808 | loss: 0.0311418 | val_loss: 0.031162 | Time: 2534.45 ms [2022-02-03 10:06:02 main:581] : INFO : Epoch 1809 | loss: 0.0311406 | val_loss: 0.0311632 | Time: 2520.31 ms [2022-02-03 10:06:04 main:581] : INFO : Epoch 1810 | loss: 0.0311366 | val_loss: 0.0311661 | Time: 2496.69 ms [2022-02-03 10:06:07 main:581] : INFO : Epoch 1811 | loss: 0.0311369 | val_loss: 0.0311662 | Time: 2502.1 ms [2022-02-03 10:06:09 main:581] : INFO : Epoch 1812 | loss: 0.0311398 | val_loss: 0.0311652 | Time: 2489.72 ms [2022-02-03 10:06:12 main:581] : INFO : Epoch 1813 | loss: 0.031137 | val_loss: 0.0311635 | Time: 2488.97 ms [2022-02-03 10:06:14 main:581] : INFO : Epoch 1814 | loss: 0.0311378 | val_loss: 0.0311607 | Time: 2556.73 ms [2022-02-03 10:06:17 main:581] : INFO : Epoch 1815 | loss: 0.031138 | val_loss: 0.0311651 | Time: 2544.39 ms [2022-02-03 10:06:19 main:581] : INFO : Epoch 1816 | loss: 0.031136 | val_loss: 0.0311655 | Time: 2523.23 ms [2022-02-03 10:06:22 main:581] : INFO : Epoch 1817 | loss: 0.0311348 | val_loss: 0.0311733 | Time: 2489.72 ms [2022-02-03 10:06:24 main:581] : INFO : Epoch 1818 | loss: 0.0311363 | val_loss: 0.0311628 | Time: 2548.88 ms [2022-02-03 10:06:27 main:581] : INFO : Epoch 1819 | loss: 0.0311358 | val_loss: 0.0311648 | Time: 2525.12 ms [2022-02-03 10:06:29 main:581] : INFO : Epoch 1820 | loss: 0.0311399 | val_loss: 0.0311714 | Time: 2504.26 ms [2022-02-03 10:06:32 main:581] : INFO : Epoch 1821 | loss: 0.0311448 | val_loss: 0.0311624 | Time: 2530.75 ms [2022-02-03 10:06:35 main:581] : INFO : Epoch 1822 | loss: 0.0311391 | val_loss: 0.0311696 | Time: 2555.91 ms [2022-02-03 10:06:37 main:581] : INFO : Epoch 1823 | loss: 0.0311377 | val_loss: 0.0311685 | Time: 2520.52 ms [2022-02-03 10:06:40 main:581] : INFO : Epoch 1824 | loss: 0.0311354 | val_loss: 0.0311708 | Time: 2491.04 ms [2022-02-03 10:06:42 main:581] : INFO : Epoch 1825 | loss: 0.0311388 | val_loss: 0.0311671 | Time: 2506.52 ms [2022-02-03 10:06:45 main:581] : INFO : Epoch 1826 | loss: 0.0311364 | val_loss: 0.0311662 | Time: 2549.79 ms [2022-02-03 10:06:47 main:581] : INFO : Epoch 1827 | loss: 0.0311349 | val_loss: 0.031167 | Time: 2522.61 ms [2022-02-03 10:06:50 main:581] : INFO : Epoch 1828 | loss: 0.0311363 | val_loss: 0.0311668 | Time: 2526.2 ms [2022-02-03 10:06:52 main:581] : INFO : Epoch 1829 | loss: 0.0311339 | val_loss: 0.0311677 | Time: 2521.43 ms [2022-02-03 10:06:55 main:581] : INFO : Epoch 1830 | loss: 0.0311339 | val_loss: 0.0311703 | Time: 2546.61 ms [2022-02-03 10:06:57 main:581] : INFO : Epoch 1831 | loss: 0.0311344 | val_loss: 0.0311699 | Time: 2518.75 ms [2022-02-03 10:07:00 main:581] : INFO : Epoch 1832 | loss: 0.0311366 | val_loss: 0.0311705 | Time: 2517.11 ms [2022-02-03 10:07:02 main:581] : INFO : Epoch 1833 | loss: 0.0311332 | val_loss: 0.0311661 | Time: 2546.24 ms [2022-02-03 10:07:05 main:581] : INFO : Epoch 1834 | loss: 0.0311348 | val_loss: 0.0311651 | Time: 2550.3 ms [2022-02-03 10:07:07 main:581] : INFO : Epoch 1835 | loss: 0.0311326 | val_loss: 0.0311707 | Time: 2522.87 ms [2022-02-03 10:07:10 main:581] : INFO : Epoch 1836 | loss: 0.031134 | val_loss: 0.0311675 | Time: 2549.84 ms [2022-02-03 10:07:13 main:581] : INFO : Epoch 1837 | loss: 0.0311344 | val_loss: 0.0311682 | Time: 2608.24 ms [2022-02-03 10:07:15 main:581] : INFO : Epoch 1838 | loss: 0.0311323 | val_loss: 0.0311724 | Time: 2581.14 ms [2022-02-03 10:07:18 main:581] : INFO : Epoch 1839 | loss: 0.0311379 | val_loss: 0.0311673 | Time: 2539.53 ms [2022-02-03 10:07:20 main:581] : INFO : Epoch 1840 | loss: 0.0311376 | val_loss: 0.0311731 | Time: 2491.16 ms [2022-02-03 10:07:23 main:581] : INFO : Epoch 1841 | loss: 0.0311353 | val_loss: 0.0311694 | Time: 2508.76 ms [2022-02-03 10:07:25 main:581] : INFO : Epoch 1842 | loss: 0.0311315 | val_loss: 0.0311701 | Time: 2528.32 ms [2022-02-03 10:07:28 main:581] : INFO : Epoch 1843 | loss: 0.0311345 | val_loss: 0.0311692 | Time: 2485.26 ms [2022-02-03 10:07:30 main:581] : INFO : Epoch 1844 | loss: 0.0311315 | val_loss: 0.0311677 | Time: 2492.39 ms [2022-02-03 10:07:33 main:581] : INFO : Epoch 1845 | loss: 0.0311327 | val_loss: 0.0311694 | Time: 2510.36 ms [2022-02-03 10:07:35 main:581] : INFO : Epoch 1846 | loss: 0.0311346 | val_loss: 0.0311718 | Time: 2559.58 ms [2022-02-03 10:07:38 main:581] : INFO : Epoch 1847 | loss: 0.0311337 | val_loss: 0.0311656 | Time: 2507.4 ms [2022-02-03 10:07:40 main:581] : INFO : Epoch 1848 | loss: 0.0311362 | val_loss: 0.0311668 | Time: 2491.87 ms [2022-02-03 10:07:43 main:581] : INFO : Epoch 1849 | loss: 0.031136 | val_loss: 0.0311636 | Time: 2501.48 ms [2022-02-03 10:07:45 main:581] : INFO : Epoch 1850 | loss: 0.0311399 | val_loss: 0.0311641 | Time: 2548.8 ms [2022-02-03 10:07:48 main:581] : INFO : Epoch 1851 | loss: 0.0311405 | val_loss: 0.031168 | Time: 2528.28 ms [2022-02-03 10:07:50 main:581] : INFO : Epoch 1852 | loss: 0.0311355 | val_loss: 0.031169 | Time: 2559.66 ms [2022-02-03 10:07:53 main:581] : INFO : Epoch 1853 | loss: 0.0311355 | val_loss: 0.031167 | Time: 2533.66 ms [2022-02-03 10:07:56 main:581] : INFO : Epoch 1854 | loss: 0.0311383 | val_loss: 0.0311672 | Time: 2563.66 ms [2022-02-03 10:07:58 main:581] : INFO : Epoch 1855 | loss: 0.031137 | val_loss: 0.0311693 | Time: 2536.49 ms [2022-02-03 10:08:01 main:581] : INFO : Epoch 1856 | loss: 0.0311387 | val_loss: 0.0311618 | Time: 2494.2 ms [2022-02-03 10:08:03 main:581] : INFO : Epoch 1857 | loss: 0.0311393 | val_loss: 0.0311616 | Time: 2482.59 ms [2022-02-03 10:08:06 main:581] : INFO : Epoch 1858 | loss: 0.0311347 | val_loss: 0.0311613 | Time: 2534.41 ms [2022-02-03 10:08:08 main:581] : INFO : Epoch 1859 | loss: 0.0311332 | val_loss: 0.0311616 | Time: 2582.98 ms [2022-02-03 10:08:11 main:581] : INFO : Epoch 1860 | loss: 0.0311379 | val_loss: 0.0311605 | Time: 2529.35 ms [2022-02-03 10:08:13 main:581] : INFO : Epoch 1861 | loss: 0.0311401 | val_loss: 0.0311608 | Time: 2518.37 ms [2022-02-03 10:08:16 main:581] : INFO : Epoch 1862 | loss: 0.0311381 | val_loss: 0.0311611 | Time: 2491.48 ms [2022-02-03 10:08:18 main:581] : INFO : Epoch 1863 | loss: 0.0311382 | val_loss: 0.0311621 | Time: 2496.01 ms [2022-02-03 10:08:21 main:581] : INFO : Epoch 1864 | loss: 0.0311401 | val_loss: 0.0311717 | Time: 2502.22 ms [2022-02-03 10:08:23 main:581] : INFO : Epoch 1865 | loss: 0.0311415 | val_loss: 0.0311641 | Time: 2506.14 ms [2022-02-03 10:08:26 main:581] : INFO : Epoch 1866 | loss: 0.0311415 | val_loss: 0.0311657 | Time: 2488.64 ms [2022-02-03 10:08:28 main:581] : INFO : Epoch 1867 | loss: 0.0311413 | val_loss: 0.0311746 | Time: 2490.62 ms [2022-02-03 10:08:31 main:581] : INFO : Epoch 1868 | loss: 0.0311426 | val_loss: 0.0311682 | Time: 2477.61 ms [2022-02-03 10:08:33 main:581] : INFO : Epoch 1869 | loss: 0.0311415 | val_loss: 0.03118 | Time: 2541.5 ms [2022-02-03 10:08:36 main:581] : INFO : Epoch 1870 | loss: 0.0311438 | val_loss: 0.0311618 | Time: 2561.51 ms [2022-02-03 10:08:38 main:581] : INFO : Epoch 1871 | loss: 0.0311404 | val_loss: 0.0311661 | Time: 2541.8 ms [2022-02-03 10:08:41 main:581] : INFO : Epoch 1872 | loss: 0.0311409 | val_loss: 0.0311665 | Time: 2492.15 ms [2022-02-03 10:08:43 main:581] : INFO : Epoch 1873 | loss: 0.0311395 | val_loss: 0.0311603 | Time: 2536.53 ms [2022-02-03 10:08:46 main:581] : INFO : Epoch 1874 | loss: 0.031138 | val_loss: 0.0311587 | Time: 2550.63 ms [2022-02-03 10:08:49 main:581] : INFO : Epoch 1875 | loss: 0.0311439 | val_loss: 0.0311705 | Time: 2602.85 ms [2022-02-03 10:08:51 main:581] : INFO : Epoch 1876 | loss: 0.0311463 | val_loss: 0.031168 | Time: 2572.57 ms [2022-02-03 10:08:54 main:581] : INFO : Epoch 1877 | loss: 0.031146 | val_loss: 0.0311685 | Time: 2552.03 ms [2022-02-03 10:08:56 main:581] : INFO : Epoch 1878 | loss: 0.0311486 | val_loss: 0.0311662 | Time: 2488.46 ms [2022-02-03 10:08:59 main:581] : INFO : Epoch 1879 | loss: 0.0311457 | val_loss: 0.0311642 | Time: 2498.45 ms [2022-02-03 10:09:01 main:581] : INFO : Epoch 1880 | loss: 0.0311415 | val_loss: 0.031165 | Time: 2493.33 ms [2022-02-03 10:09:04 main:581] : INFO : Epoch 1881 | loss: 0.0311408 | val_loss: 0.0311682 | Time: 2500.96 ms [2022-02-03 10:09:06 main:581] : INFO : Epoch 1882 | loss: 0.0311468 | val_loss: 0.0311656 | Time: 2489.2 ms [2022-02-03 10:09:09 main:581] : INFO : Epoch 1883 | loss: 0.0311453 | val_loss: 0.0311616 | Time: 2553.75 ms [2022-02-03 10:09:11 main:581] : INFO : Epoch 1884 | loss: 0.0311453 | val_loss: 0.0311674 | Time: 2544.5 ms [2022-02-03 10:09:14 main:581] : INFO : Epoch 1885 | loss: 0.0311425 | val_loss: 0.0311669 | Time: 2558.7 ms [2022-02-03 10:09:16 main:581] : INFO : Epoch 1886 | loss: 0.0311386 | val_loss: 0.0311616 | Time: 2517.66 ms [2022-02-03 10:09:19 main:581] : INFO : Epoch 1887 | loss: 0.031139 | val_loss: 0.0311662 | Time: 2510.31 ms [2022-02-03 10:09:21 main:581] : INFO : Epoch 1888 | loss: 0.0311402 | val_loss: 0.0311663 | Time: 2497.45 ms [2022-02-03 10:09:24 main:581] : INFO : Epoch 1889 | loss: 0.0311441 | val_loss: 0.0311703 | Time: 2516.55 ms [2022-02-03 10:09:26 main:581] : INFO : Epoch 1890 | loss: 0.031147 | val_loss: 0.0311786 | Time: 2479.43 ms [2022-02-03 10:09:29 main:581] : INFO : Epoch 1891 | loss: 0.0311447 | val_loss: 0.0311631 | Time: 2522.76 ms [2022-02-03 10:09:31 main:581] : INFO : Epoch 1892 | loss: 0.0311412 | val_loss: 0.0311607 | Time: 2499.44 ms [2022-02-03 10:09:34 main:581] : INFO : Epoch 1893 | loss: 0.0311397 | val_loss: 0.0311697 | Time: 2485.22 ms [2022-02-03 10:09:36 main:581] : INFO : Epoch 1894 | loss: 0.0311382 | val_loss: 0.0311631 | Time: 2472.85 ms [2022-02-03 10:09:39 main:581] : INFO : Epoch 1895 | loss: 0.0311349 | val_loss: 0.0311679 | Time: 2520.08 ms [2022-02-03 10:09:41 main:581] : INFO : Epoch 1896 | loss: 0.0311389 | val_loss: 0.0311697 | Time: 2513.54 ms [2022-02-03 10:09:44 main:581] : INFO : Epoch 1897 | loss: 0.0311369 | val_loss: 0.0311657 | Time: 2542.3 ms [2022-02-03 10:09:46 main:581] : INFO : Epoch 1898 | loss: 0.0311359 | val_loss: 0.0311593 | Time: 2489.5 ms [2022-02-03 10:09:49 main:581] : INFO : Epoch 1899 | loss: 0.0311353 | val_loss: 0.031161 | Time: 2495.48 ms [2022-02-03 10:09:51 main:581] : INFO : Epoch 1900 | loss: 0.0311363 | val_loss: 0.031164 | Time: 2509.37 ms [2022-02-03 10:09:54 main:581] : INFO : Epoch 1901 | loss: 0.0311354 | val_loss: 0.0311657 | Time: 2498.82 ms [2022-02-03 10:09:56 main:581] : INFO : Epoch 1902 | loss: 0.0311359 | val_loss: 0.0311668 | Time: 2483.22 ms [2022-02-03 10:09:59 main:581] : INFO : Epoch 1903 | loss: 0.0311396 | val_loss: 0.0311631 | Time: 2500.56 ms [2022-02-03 10:10:01 main:581] : INFO : Epoch 1904 | loss: 0.0311425 | val_loss: 0.0311665 | Time: 2527.48 ms [2022-02-03 10:10:04 main:581] : INFO : Epoch 1905 | loss: 0.0311398 | val_loss: 0.0311651 | Time: 2499.65 ms [2022-02-03 10:10:06 main:581] : INFO : Epoch 1906 | loss: 0.0311423 | val_loss: 0.0311714 | Time: 2485.68 ms [2022-02-03 10:10:09 main:581] : INFO : Epoch 1907 | loss: 0.0311379 | val_loss: 0.0311667 | Time: 2484.47 ms [2022-02-03 10:10:11 main:581] : INFO : Epoch 1908 | loss: 0.0311359 | val_loss: 0.0311678 | Time: 2487.99 ms [2022-02-03 10:10:14 main:581] : INFO : Epoch 1909 | loss: 0.0311387 | val_loss: 0.0311675 | Time: 2518.57 ms [2022-02-03 10:10:16 main:581] : INFO : Epoch 1910 | loss: 0.0311339 | val_loss: 0.0311632 | Time: 2491.5 ms [2022-02-03 10:10:19 main:581] : INFO : Epoch 1911 | loss: 0.0311335 | val_loss: 0.031172 | Time: 2494.33 ms [2022-02-03 10:10:21 main:581] : INFO : Epoch 1912 | loss: 0.0311344 | val_loss: 0.0311702 | Time: 2499.43 ms [2022-02-03 10:10:24 main:581] : INFO : Epoch 1913 | loss: 0.0311329 | val_loss: 0.0311678 | Time: 2487.75 ms [2022-02-03 10:10:26 main:581] : INFO : Epoch 1914 | loss: 0.0311315 | val_loss: 0.0311665 | Time: 2495.07 ms [2022-02-03 10:10:29 main:581] : INFO : Epoch 1915 | loss: 0.0311328 | val_loss: 0.0311646 | Time: 2503.45 ms [2022-02-03 10:10:31 main:581] : INFO : Epoch 1916 | loss: 0.0311301 | val_loss: 0.0311631 | Time: 2525.96 ms [2022-02-03 10:10:34 main:581] : INFO : Epoch 1917 | loss: 0.0311302 | val_loss: 0.0311688 | Time: 2484.19 ms [2022-02-03 10:10:36 main:581] : INFO : Epoch 1918 | loss: 0.0311313 | val_loss: 0.0311659 | Time: 2496.81 ms [2022-02-03 10:10:39 main:581] : INFO : Epoch 1919 | loss: 0.0311495 | val_loss: 0.0311681 | Time: 2529.69 ms [2022-02-03 10:10:41 main:581] : INFO : Epoch 1920 | loss: 0.0311543 | val_loss: 0.0311661 | Time: 2526.73 ms [2022-02-03 10:10:44 main:581] : INFO : Epoch 1921 | loss: 0.0311502 | val_loss: 0.0311704 | Time: 2516.89 ms [2022-02-03 10:10:46 main:581] : INFO : Epoch 1922 | loss: 0.0311488 | val_loss: 0.0311691 | Time: 2493.88 ms [2022-02-03 10:10:49 main:581] : INFO : Epoch 1923 | loss: 0.0311468 | val_loss: 0.0311707 | Time: 2491.16 ms [2022-02-03 10:10:51 main:581] : INFO : Epoch 1924 | loss: 0.0311462 | val_loss: 0.0311672 | Time: 2514.92 ms [2022-02-03 10:10:54 main:581] : INFO : Epoch 1925 | loss: 0.0311445 | val_loss: 0.0311623 | Time: 2497.59 ms [2022-02-03 10:10:56 main:581] : INFO : Epoch 1926 | loss: 0.0311444 | val_loss: 0.0311626 | Time: 2475.16 ms [2022-02-03 10:10:59 main:581] : INFO : Epoch 1927 | loss: 0.0311414 | val_loss: 0.0311687 | Time: 2505.24 ms [2022-02-03 10:11:01 main:581] : INFO : Epoch 1928 | loss: 0.0311486 | val_loss: 0.0311618 | Time: 2611.53 ms [2022-02-03 10:11:04 main:581] : INFO : Epoch 1929 | loss: 0.0311522 | val_loss: 0.0311644 | Time: 2535.31 ms [2022-02-03 10:11:07 main:581] : INFO : Epoch 1930 | loss: 0.0311531 | val_loss: 0.031167 | Time: 2536.33 ms [2022-02-03 10:11:09 main:581] : INFO : Epoch 1931 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 2523.39 ms [2022-02-03 10:11:12 main:581] : INFO : Epoch 1932 | loss: 0.031146 | val_loss: 0.0311641 | Time: 2513.44 ms [2022-02-03 10:11:14 main:581] : INFO : Epoch 1933 | loss: 0.0311446 | val_loss: 0.0311656 | Time: 2510.82 ms [2022-02-03 10:11:17 main:581] : INFO : Epoch 1934 | loss: 0.031144 | val_loss: 0.0311638 | Time: 2488.22 ms [2022-02-03 10:11:19 main:581] : INFO : Epoch 1935 | loss: 0.0311413 | val_loss: 0.0311623 | Time: 2527.56 ms [2022-02-03 10:11:22 main:581] : INFO : Epoch 1936 | loss: 0.0311413 | val_loss: 0.0311629 | Time: 2510.61 ms [2022-02-03 10:11:24 main:581] : INFO : Epoch 1937 | loss: 0.0311395 | val_loss: 0.0311635 | Time: 2482.63 ms [2022-02-03 10:11:27 main:581] : INFO : Epoch 1938 | loss: 0.0311414 | val_loss: 0.0311737 | Time: 2476.42 ms [2022-02-03 10:11:29 main:581] : INFO : Epoch 1939 | loss: 0.0311432 | val_loss: 0.0311683 | Time: 2524.66 ms [2022-02-03 10:11:32 main:581] : INFO : Epoch 1940 | loss: 0.0311389 | val_loss: 0.0311609 | Time: 2529.39 ms [2022-02-03 10:11:34 main:581] : INFO : Epoch 1941 | loss: 0.0311403 | val_loss: 0.0311712 | Time: 2539.33 ms [2022-02-03 10:11:37 main:581] : INFO : Epoch 1942 | loss: 0.0311417 | val_loss: 0.0311661 | Time: 2499.5 ms [2022-02-03 10:11:39 main:581] : INFO : Epoch 1943 | loss: 0.0311386 | val_loss: 0.031163 | Time: 2497.81 ms [2022-02-03 10:11:42 main:581] : INFO : Epoch 1944 | loss: 0.0311386 | val_loss: 0.0311648 | Time: 2480.09 ms [2022-02-03 10:11:44 main:581] : INFO : Epoch 1945 | loss: 0.0311417 | val_loss: 0.0311735 | Time: 2508.4 ms [2022-02-03 10:11:47 main:581] : INFO : Epoch 1946 | loss: 0.0311368 | val_loss: 0.0311664 | Time: 2520.03 ms [2022-02-03 10:11:49 main:581] : INFO : Epoch 1947 | loss: 0.0311361 | val_loss: 0.0311695 | Time: 2535.75 ms [2022-02-03 10:11:52 main:581] : INFO : Epoch 1948 | loss: 0.0311388 | val_loss: 0.0311614 | Time: 2498.01 ms [2022-02-03 10:11:54 main:581] : INFO : Epoch 1949 | loss: 0.0311384 | val_loss: 0.0311629 | Time: 2498.55 ms [2022-02-03 10:11:57 main:581] : INFO : Epoch 1950 | loss: 0.0311362 | val_loss: 0.0311639 | Time: 2483.72 ms [2022-02-03 10:11:59 main:581] : INFO : Epoch 1951 | loss: 0.0311368 | val_loss: 0.0311689 | Time: 2500.7 ms [2022-02-03 10:12:02 main:581] : INFO : Epoch 1952 | loss: 0.031134 | val_loss: 0.0311613 | Time: 2486.13 ms [2022-02-03 10:12:04 main:581] : INFO : Epoch 1953 | loss: 0.0311368 | val_loss: 0.0311627 | Time: 2525.04 ms [2022-02-03 10:12:07 main:581] : INFO : Epoch 1954 | loss: 0.0311389 | val_loss: 0.0311632 | Time: 2485.83 ms [2022-02-03 10:12:09 main:581] : INFO : Epoch 1955 | loss: 0.0311414 | val_loss: 0.0311625 | Time: 2514.32 ms [2022-02-03 10:12:12 main:581] : INFO : Epoch 1956 | loss: 0.0311412 | val_loss: 0.0311716 | Time: 2487.65 ms [2022-02-03 10:12:14 main:581] : INFO : Epoch 1957 | loss: 0.0311436 | val_loss: 0.0311629 | Time: 2506.87 ms [2022-02-03 10:12:17 main:581] : INFO : Epoch 1958 | loss: 0.0311428 | val_loss: 0.031161 | Time: 2523.52 ms [2022-02-03 10:12:19 main:581] : INFO : Epoch 1959 | loss: 0.0311431 | val_loss: 0.0311678 | Time: 2513.17 ms [2022-02-03 10:12:22 main:581] : INFO : Epoch 1960 | loss: 0.0311447 | val_loss: 0.0311672 | Time: 2499.57 ms [2022-02-03 10:12:24 main:581] : INFO : Epoch 1961 | loss: 0.031142 | val_loss: 0.0311641 | Time: 2531.85 ms [2022-02-03 10:12:27 main:581] : INFO : Epoch 1962 | loss: 0.031139 | val_loss: 0.0311637 | Time: 2512.49 ms [2022-02-03 10:12:29 main:581] : INFO : Epoch 1963 | loss: 0.0311383 | val_loss: 0.0311683 | Time: 2545.48 ms [2022-02-03 10:12:32 main:581] : INFO : Epoch 1964 | loss: 0.0311378 | val_loss: 0.0311622 | Time: 2483.26 ms [2022-02-03 10:12:34 main:581] : INFO : Epoch 1965 | loss: 0.0311376 | val_loss: 0.0311624 | Time: 2565.47 ms [2022-02-03 10:12:37 main:581] : INFO : Epoch 1966 | loss: 0.0311355 | val_loss: 0.0311642 | Time: 2527.45 ms [2022-02-03 10:12:39 main:581] : INFO : Epoch 1967 | loss: 0.0311423 | val_loss: 0.0311637 | Time: 2497.52 ms [2022-02-03 10:12:42 main:581] : INFO : Epoch 1968 | loss: 0.0311416 | val_loss: 0.031161 | Time: 2500.05 ms [2022-02-03 10:12:44 main:581] : INFO : Epoch 1969 | loss: 0.031139 | val_loss: 0.0311619 | Time: 2559.48 ms [2022-02-03 10:12:47 main:581] : INFO : Epoch 1970 | loss: 0.0311396 | val_loss: 0.0311597 | Time: 2575.48 ms [2022-02-03 10:12:50 main:581] : INFO : Epoch 1971 | loss: 0.0311401 | val_loss: 0.0311649 | Time: 2532.3 ms [2022-02-03 10:12:52 main:581] : INFO : Epoch 1972 | loss: 0.031138 | val_loss: 0.0311597 | Time: 2502.06 ms [2022-02-03 10:12:55 main:581] : INFO : Epoch 1973 | loss: 0.0311399 | val_loss: 0.0311759 | Time: 2578.49 ms [2022-02-03 10:12:57 main:581] : INFO : Epoch 1974 | loss: 0.0311415 | val_loss: 0.0311646 | Time: 2539.51 ms [2022-02-03 10:13:00 main:581] : INFO : Epoch 1975 | loss: 0.0311342 | val_loss: 0.0311597 | Time: 2488.54 ms [2022-02-03 10:13:02 main:581] : INFO : Epoch 1976 | loss: 0.0311336 | val_loss: 0.0311634 | Time: 2507.77 ms [2022-02-03 10:13:05 main:581] : INFO : Epoch 1977 | loss: 0.0311342 | val_loss: 0.0311635 | Time: 2547.4 ms [2022-02-03 10:13:07 main:581] : INFO : Epoch 1978 | loss: 0.0311352 | val_loss: 0.0311624 | Time: 2527.85 ms [2022-02-03 10:13:10 main:581] : INFO : Epoch 1979 | loss: 0.0311484 | val_loss: 0.0311668 | Time: 2518.15 ms [2022-02-03 10:13:12 main:581] : INFO : Epoch 1980 | loss: 0.0311565 | val_loss: 0.031166 | Time: 2526.51 ms [2022-02-03 10:13:15 main:581] : INFO : Epoch 1981 | loss: 0.0311534 | val_loss: 0.0311698 | Time: 2566.95 ms [2022-02-03 10:13:17 main:581] : INFO : Epoch 1982 | loss: 0.0311515 | val_loss: 0.0311726 | Time: 2529.18 ms [2022-02-03 10:13:20 main:581] : INFO : Epoch 1983 | loss: 0.0311493 | val_loss: 0.0311675 | Time: 2492.51 ms [2022-02-03 10:13:22 main:581] : INFO : Epoch 1984 | loss: 0.0311464 | val_loss: 0.0311661 | Time: 2504.11 ms [2022-02-03 10:13:25 main:581] : INFO : Epoch 1985 | loss: 0.0311463 | val_loss: 0.0311638 | Time: 2559.78 ms [2022-02-03 10:13:28 main:581] : INFO : Epoch 1986 | loss: 0.0311431 | val_loss: 0.0311665 | Time: 2550.31 ms [2022-02-03 10:13:30 main:581] : INFO : Epoch 1987 | loss: 0.0311423 | val_loss: 0.0311641 | Time: 2532.37 ms [2022-02-03 10:13:33 main:581] : INFO : Epoch 1988 | loss: 0.031144 | val_loss: 0.031166 | Time: 2507.81 ms [2022-02-03 10:13:35 main:581] : INFO : Epoch 1989 | loss: 0.0311441 | val_loss: 0.0311643 | Time: 2543.74 ms [2022-02-03 10:13:38 main:581] : INFO : Epoch 1990 | loss: 0.0311424 | val_loss: 0.0311693 | Time: 2537.94 ms [2022-02-03 10:13:40 main:581] : INFO : Epoch 1991 | loss: 0.0311432 | val_loss: 0.0311695 | Time: 2515.62 ms [2022-02-03 10:13:43 main:581] : INFO : Epoch 1992 | loss: 0.0311403 | val_loss: 0.0311659 | Time: 2521.09 ms [2022-02-03 10:13:45 main:581] : INFO : Epoch 1993 | loss: 0.031138 | val_loss: 0.031161 | Time: 2553.81 ms [2022-02-03 10:13:48 main:581] : INFO : Epoch 1994 | loss: 0.0311395 | val_loss: 0.0311647 | Time: 2540.2 ms [2022-02-03 10:13:50 main:581] : INFO : Epoch 1995 | loss: 0.0311378 | val_loss: 0.031166 | Time: 2516.38 ms [2022-02-03 10:13:53 main:581] : INFO : Epoch 1996 | loss: 0.031138 | val_loss: 0.031169 | Time: 2499.42 ms [2022-02-03 10:13:55 main:581] : INFO : Epoch 1997 | loss: 0.0311365 | val_loss: 0.0311628 | Time: 2523.88 ms [2022-02-03 10:13:58 main:581] : INFO : Epoch 1998 | loss: 0.0311352 | val_loss: 0.0311633 | Time: 2537.34 ms [2022-02-03 10:14:00 main:581] : INFO : Epoch 1999 | loss: 0.0311351 | val_loss: 0.0311674 | Time: 2502.04 ms [2022-02-03 10:14:03 main:581] : INFO : Epoch 2000 | loss: 0.0311337 | val_loss: 0.031165 | Time: 2512.26 ms [2022-02-03 10:14:05 main:581] : INFO : Epoch 2001 | loss: 0.0311331 | val_loss: 0.0311646 | Time: 2497.31 ms [2022-02-03 10:14:08 main:581] : INFO : Epoch 2002 | loss: 0.0311364 | val_loss: 0.0311689 | Time: 2497.66 ms [2022-02-03 10:14:10 main:581] : INFO : Epoch 2003 | loss: 0.0311424 | val_loss: 0.0311857 | Time: 2491.03 ms [2022-02-03 10:14:13 main:581] : INFO : Epoch 2004 | loss: 0.0311558 | val_loss: 0.0311811 | Time: 2501.74 ms [2022-02-03 10:14:15 main:581] : INFO : Epoch 2005 | loss: 0.0311439 | val_loss: 0.0311719 | Time: 2559.85 ms [2022-02-03 10:14:18 main:581] : INFO : Epoch 2006 | loss: 0.0311414 | val_loss: 0.031168 | Time: 2525.62 ms [2022-02-03 10:14:20 main:581] : INFO : Epoch 2007 | loss: 0.0311373 | val_loss: 0.0311657 | Time: 2483.29 ms [2022-02-03 10:14:23 main:581] : INFO : Epoch 2008 | loss: 0.0311367 | val_loss: 0.0311705 | Time: 2511.61 ms [2022-02-03 10:14:26 main:581] : INFO : Epoch 2009 | loss: 0.0311387 | val_loss: 0.0311717 | Time: 2545.09 ms [2022-02-03 10:14:28 main:581] : INFO : Epoch 2010 | loss: 0.0311359 | val_loss: 0.0311672 | Time: 2516.82 ms [2022-02-03 10:14:31 main:581] : INFO : Epoch 2011 | loss: 0.0311327 | val_loss: 0.031165 | Time: 2512.78 ms [2022-02-03 10:14:33 main:581] : INFO : Epoch 2012 | loss: 0.0311348 | val_loss: 0.0311658 | Time: 2508.91 ms [2022-02-03 10:14:36 main:581] : INFO : Epoch 2013 | loss: 0.0311351 | val_loss: 0.0311635 | Time: 2523.97 ms [2022-02-03 10:14:38 main:581] : INFO : Epoch 2014 | loss: 0.0311343 | val_loss: 0.0311681 | Time: 2512.96 ms [2022-02-03 10:14:41 main:581] : INFO : Epoch 2015 | loss: 0.0311348 | val_loss: 0.0311705 | Time: 2493.17 ms [2022-02-03 10:14:43 main:581] : INFO : Epoch 2016 | loss: 0.0311323 | val_loss: 0.0311647 | Time: 2513.44 ms [2022-02-03 10:14:46 main:581] : INFO : Epoch 2017 | loss: 0.0311356 | val_loss: 0.0311661 | Time: 2538.17 ms [2022-02-03 10:14:48 main:581] : INFO : Epoch 2018 | loss: 0.0311332 | val_loss: 0.0311626 | Time: 2536.94 ms [2022-02-03 10:14:51 main:581] : INFO : Epoch 2019 | loss: 0.0311347 | val_loss: 0.0311675 | Time: 2504.91 ms [2022-02-03 10:14:53 main:581] : INFO : Epoch 2020 | loss: 0.0311328 | val_loss: 0.0311667 | Time: 2508.94 ms [2022-02-03 10:14:56 main:581] : INFO : Epoch 2021 | loss: 0.0311328 | val_loss: 0.0311678 | Time: 2528.21 ms [2022-02-03 10:14:58 main:581] : INFO : Epoch 2022 | loss: 0.0311308 | val_loss: 0.0311636 | Time: 2538.89 ms [2022-02-03 10:15:01 main:581] : INFO : Epoch 2023 | loss: 0.0311347 | val_loss: 0.0311639 | Time: 2510.42 ms [2022-02-03 10:15:03 main:581] : INFO : Epoch 2024 | loss: 0.0311322 | val_loss: 0.0311669 | Time: 2488.69 ms [2022-02-03 10:15:06 main:581] : INFO : Epoch 2025 | loss: 0.0311309 | val_loss: 0.0311645 | Time: 2473.13 ms [2022-02-03 10:15:08 main:581] : INFO : Epoch 2026 | loss: 0.0311324 | val_loss: 0.031167 | Time: 2502.9 ms [2022-02-03 10:15:11 main:581] : INFO : Epoch 2027 | loss: 0.0311308 | val_loss: 0.031169 | Time: 2490.98 ms [2022-02-03 10:15:13 main:581] : INFO : Epoch 2028 | loss: 0.0311292 | val_loss: 0.0311654 | Time: 2499.71 ms [2022-02-03 10:15:16 main:581] : INFO : Epoch 2029 | loss: 0.0311298 | val_loss: 0.0311634 | Time: 2517.81 ms [2022-02-03 10:15:18 main:581] : INFO : Epoch 2030 | loss: 0.0311289 | val_loss: 0.0311672 | Time: 2497.02 ms [2022-02-03 10:15:21 main:581] : INFO : Epoch 2031 | loss: 0.0311294 | val_loss: 0.0311634 | Time: 2490.24 ms [2022-02-03 10:15:23 main:581] : INFO : Epoch 2032 | loss: 0.0311304 | val_loss: 0.0311642 | Time: 2505.91 ms [2022-02-03 10:15:26 main:581] : INFO : Epoch 2033 | loss: 0.0311348 | val_loss: 0.0311626 | Time: 2503.47 ms [2022-02-03 10:15:28 main:581] : INFO : Epoch 2034 | loss: 0.031132 | val_loss: 0.031165 | Time: 2507.48 ms [2022-02-03 10:15:31 main:581] : INFO : Epoch 2035 | loss: 0.0311303 | val_loss: 0.0311629 | Time: 2484.89 ms [2022-02-03 10:15:33 main:581] : INFO : Epoch 2036 | loss: 0.0311285 | val_loss: 0.0311656 | Time: 2492.3 ms [2022-02-03 10:15:36 main:581] : INFO : Epoch 2037 | loss: 0.031128 | val_loss: 0.0311687 | Time: 2507.78 ms [2022-02-03 10:15:38 main:581] : INFO : Epoch 2038 | loss: 0.0311296 | val_loss: 0.0311663 | Time: 2529.03 ms [2022-02-03 10:15:41 main:581] : INFO : Epoch 2039 | loss: 0.0311326 | val_loss: 0.0311653 | Time: 2502.37 ms [2022-02-03 10:15:43 main:581] : INFO : Epoch 2040 | loss: 0.0311335 | val_loss: 0.0311653 | Time: 2491.49 ms [2022-02-03 10:15:46 main:581] : INFO : Epoch 2041 | loss: 0.0311346 | val_loss: 0.0311697 | Time: 2520.13 ms [2022-02-03 10:15:48 main:581] : INFO : Epoch 2042 | loss: 0.0311311 | val_loss: 0.031165 | Time: 2501.71 ms [2022-02-03 10:15:51 main:581] : INFO : Epoch 2043 | loss: 0.0311325 | val_loss: 0.0311641 | Time: 2505.13 ms [2022-02-03 10:15:53 main:581] : INFO : Epoch 2044 | loss: 0.0311318 | val_loss: 0.0311637 | Time: 2505.26 ms [2022-02-03 10:15:56 main:581] : INFO : Epoch 2045 | loss: 0.0311357 | val_loss: 0.0311665 | Time: 2548.7 ms [2022-02-03 10:15:58 main:581] : INFO : Epoch 2046 | loss: 0.0311387 | val_loss: 0.0311686 | Time: 2540.17 ms [2022-02-03 10:16:01 main:581] : INFO : Epoch 2047 | loss: 0.0311371 | val_loss: 0.0311617 | Time: 2510.8 ms [2022-02-03 10:16:03 main:581] : INFO : Epoch 2048 | loss: 0.0311408 | val_loss: 0.031167 | Time: 2505.47 ms [2022-02-03 10:16:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031167 [2022-02-03 10:16:03 main:610] : INFO : Saving end state to config to file [2022-02-03 10:16:03 main:615] : INFO : Success, exiting.. 10:16:03 (15901): 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)