Task 14551069
| Name | ParityModified-1647048182-30625-1-0_2 |
| Workunit | 10553312 |
| Created | 8 Apr 2022, 17:08:51 UTC |
| Sent | 8 Apr 2022, 17:27:32 UTC |
| Report deadline | 16 Apr 2022, 17:27:32 UTC |
| Received | 8 Apr 2022, 20:17:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 24 min 58 sec |
| CPU time | 1 hours 24 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,806.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0310838 | val_loss: 0.0312373 | Time: 2467.56 ms [2022-04-08 15:56:32 main:574] : INFO : Epoch 1543 | loss: 0.0310795 | val_loss: 0.0312649 | Time: 2489.92 ms [2022-04-08 15:56:35 main:574] : INFO : Epoch 1544 | loss: 0.0310825 | val_loss: 0.0312445 | Time: 2485.49 ms [2022-04-08 15:56:37 main:574] : INFO : Epoch 1545 | loss: 0.0310882 | val_loss: 0.0312656 | Time: 2463.14 ms [2022-04-08 15:56:40 main:574] : INFO : Epoch 1546 | loss: 0.0310752 | val_loss: 0.0312369 | Time: 2504.25 ms [2022-04-08 15:56:42 main:574] : INFO : Epoch 1547 | loss: 0.0310729 | val_loss: 0.0312373 | Time: 2468.17 ms [2022-04-08 15:56:45 main:574] : INFO : Epoch 1548 | loss: 0.031071 | val_loss: 0.0312433 | Time: 2499.14 ms [2022-04-08 15:56:47 main:574] : INFO : Epoch 1549 | loss: 0.0310794 | val_loss: 0.0312277 | Time: 2494.15 ms [2022-04-08 15:56:50 main:574] : INFO : Epoch 1550 | loss: 0.0310766 | val_loss: 0.0312318 | Time: 2492.92 ms [2022-04-08 15:56:52 main:574] : INFO : Epoch 1551 | loss: 0.0310693 | val_loss: 0.0312692 | Time: 2508.73 ms [2022-04-08 15:56:55 main:574] : INFO : Epoch 1552 | loss: 0.0310679 | val_loss: 0.0312359 | Time: 2471.38 ms [2022-04-08 15:56:57 main:574] : INFO : Epoch 1553 | loss: 0.0310712 | val_loss: 0.0312194 | Time: 2463.68 ms [2022-04-08 15:57:00 main:574] : INFO : Epoch 1554 | loss: 0.031126 | val_loss: 0.031197 | Time: 2475.03 ms [2022-04-08 15:57:02 main:574] : INFO : Epoch 1555 | loss: 0.0311353 | val_loss: 0.031206 | Time: 2450.46 ms [2022-04-08 15:57:05 main:574] : INFO : Epoch 1556 | loss: 0.031119 | val_loss: 0.0312125 | Time: 2474.24 ms [2022-04-08 15:57:07 main:574] : INFO : Epoch 1557 | loss: 0.0310955 | val_loss: 0.0312539 | Time: 2450.61 ms [2022-04-08 15:57:10 main:574] : INFO : Epoch 1558 | loss: 0.0310859 | val_loss: 0.0312169 | Time: 2502.05 ms [2022-04-08 15:57:12 main:574] : INFO : Epoch 1559 | loss: 0.0310839 | val_loss: 0.0312221 | Time: 2498.45 ms [2022-04-08 15:57:15 main:574] : INFO : Epoch 1560 | loss: 0.0310774 | val_loss: 0.0312349 | Time: 2486.29 ms [2022-04-08 15:57:17 main:574] : INFO : Epoch 1561 | loss: 0.0310751 | val_loss: 0.0312415 | Time: 2453.2 ms [2022-04-08 15:57:20 main:574] : INFO : Epoch 1562 | loss: 0.0310802 | val_loss: 0.0312344 | Time: 2496.08 ms [2022-04-08 15:57:22 main:574] : INFO : Epoch 1563 | loss: 0.0310813 | val_loss: 0.0312415 | Time: 2482.01 ms [2022-04-08 15:57:25 main:574] : INFO : Epoch 1564 | loss: 0.031077 | val_loss: 0.031255 | Time: 2499.41 ms [2022-04-08 15:57:27 main:574] : INFO : Epoch 1565 | loss: 0.0310767 | val_loss: 0.0312445 | Time: 2499.94 ms [2022-04-08 15:57:30 main:574] : INFO : Epoch 1566 | loss: 0.0310818 | val_loss: 0.0312391 | Time: 2512.14 ms [2022-04-08 15:57:32 main:574] : INFO : Epoch 1567 | loss: 0.0310734 | val_loss: 0.0312372 | Time: 2501.86 ms [2022-04-08 15:57:35 main:574] : INFO : Epoch 1568 | loss: 0.0310741 | val_loss: 0.0312438 | Time: 2506.25 ms [2022-04-08 15:57:37 main:574] : INFO : Epoch 1569 | loss: 0.0310806 | val_loss: 0.0312317 | Time: 2497.62 ms [2022-04-08 15:57:40 main:574] : INFO : Epoch 1570 | loss: 0.0310698 | val_loss: 0.0312338 | Time: 2495.17 ms [2022-04-08 15:57:42 main:574] : INFO : Epoch 1571 | loss: 0.0310783 | val_loss: 0.0312454 | Time: 2502.12 ms [2022-04-08 15:57:45 main:574] : INFO : Epoch 1572 | loss: 0.0310736 | val_loss: 0.0312309 | Time: 2494.87 ms [2022-04-08 15:57:47 main:574] : INFO : Epoch 1573 | loss: 0.0310766 | val_loss: 0.0312258 | Time: 2489.96 ms [2022-04-08 15:57:50 main:574] : INFO : Epoch 1574 | loss: 0.0310875 | val_loss: 0.0312535 | Time: 2482.58 ms [2022-04-08 15:57:52 main:574] : INFO : Epoch 1575 | loss: 0.0310749 | val_loss: 0.0312571 | Time: 2518.79 ms [2022-04-08 15:57:55 main:574] : INFO : Epoch 1576 | loss: 0.0310745 | val_loss: 0.0312392 | Time: 2521.87 ms [2022-04-08 15:57:57 main:574] : INFO : Epoch 1577 | loss: 0.0310873 | val_loss: 0.031235 | Time: 2470.91 ms [2022-04-08 15:58:00 main:574] : INFO : Epoch 1578 | loss: 0.0310795 | val_loss: 0.0312201 | Time: 2468.48 ms [2022-04-08 15:58:02 main:574] : INFO : Epoch 1579 | loss: 0.0310832 | val_loss: 0.0312397 | Time: 2494.12 ms [2022-04-08 15:58:05 main:574] : INFO : Epoch 1580 | loss: 0.031078 | val_loss: 0.0312335 | Time: 2489.24 ms [2022-04-08 15:58:07 main:574] : INFO : Epoch 1581 | loss: 0.031076 | val_loss: 0.0312462 | Time: 2450.65 ms [2022-04-08 15:58:10 main:574] : INFO : Epoch 1582 | loss: 0.0310689 | val_loss: 0.0312323 | Time: 2483.31 ms [2022-04-08 15:58:12 main:574] : INFO : Epoch 1583 | loss: 0.0310724 | val_loss: 0.0312567 | Time: 2506.06 ms [2022-04-08 15:58:15 main:574] : INFO : Epoch 1584 | loss: 0.0310693 | val_loss: 0.0312379 | Time: 2478.77 ms [2022-04-08 15:58:17 main:574] : INFO : Epoch 1585 | loss: 0.0310697 | val_loss: 0.0312277 | Time: 2469.85 ms [2022-04-08 15:58:20 main:574] : INFO : Epoch 1586 | loss: 0.0310835 | val_loss: 0.0312543 | Time: 2465.9 ms [2022-04-08 15:58:22 main:574] : INFO : Epoch 1587 | loss: 0.0310799 | val_loss: 0.0312335 | Time: 2483.58 ms [2022-04-08 15:58:24 main:574] : INFO : Epoch 1588 | loss: 0.0310753 | val_loss: 0.0312359 | Time: 2473.98 ms [2022-04-08 15:58:27 main:574] : INFO : Epoch 1589 | loss: 0.0310734 | val_loss: 0.0312226 | Time: 2486.32 ms [2022-04-08 15:58:29 main:574] : INFO : Epoch 1590 | loss: 0.0310893 | val_loss: 0.0312322 | Time: 2480.22 ms [2022-04-08 15:58:32 main:574] : INFO : Epoch 1591 | loss: 0.0310883 | val_loss: 0.0312424 | Time: 2483.24 ms [2022-04-08 15:58:34 main:574] : INFO : Epoch 1592 | loss: 0.0310845 | val_loss: 0.0312346 | Time: 2469.74 ms [2022-04-08 15:58:37 main:574] : INFO : Epoch 1593 | loss: 0.0310854 | val_loss: 0.0312194 | Time: 2477.02 ms [2022-04-08 15:58:39 main:574] : INFO : Epoch 1594 | loss: 0.0310786 | val_loss: 0.0312293 | Time: 2483.67 ms [2022-04-08 15:58:42 main:574] : INFO : Epoch 1595 | loss: 0.0310849 | val_loss: 0.0312566 | Time: 2489.89 ms [2022-04-08 15:58:44 main:574] : INFO : Epoch 1596 | loss: 0.0310801 | val_loss: 0.0312337 | Time: 2471.18 ms [2022-04-08 15:58:47 main:574] : INFO : Epoch 1597 | loss: 0.0310788 | val_loss: 0.0312507 | Time: 2448.08 ms [2022-04-08 15:58:49 main:574] : INFO : Epoch 1598 | loss: 0.0310727 | val_loss: 0.0312527 | Time: 2492.59 ms [2022-04-08 15:58:52 main:574] : INFO : Epoch 1599 | loss: 0.0310676 | val_loss: 0.0312599 | Time: 2456.04 ms [2022-04-08 15:58:54 main:574] : INFO : Epoch 1600 | loss: 0.0310836 | val_loss: 0.0312119 | Time: 2477.55 ms [2022-04-08 15:58:57 main:574] : INFO : Epoch 1601 | loss: 0.0311309 | val_loss: 0.0311997 | Time: 2485.81 ms [2022-04-08 15:58:59 main:574] : INFO : Epoch 1602 | loss: 0.0311052 | val_loss: 0.0312217 | Time: 2487.41 ms [2022-04-08 15:59:02 main:574] : INFO : Epoch 1603 | loss: 0.0310858 | val_loss: 0.0312418 | Time: 2501.01 ms [2022-04-08 15:59:04 main:574] : INFO : Epoch 1604 | loss: 0.0310929 | val_loss: 0.0312276 | Time: 2488.19 ms [2022-04-08 15:59:07 main:574] : INFO : Epoch 1605 | loss: 0.0310846 | val_loss: 0.031222 | Time: 2463.16 ms [2022-04-08 15:59:09 main:574] : INFO : Epoch 1606 | loss: 0.0310791 | val_loss: 0.0312262 | Time: 2488.35 ms [2022-04-08 15:59:12 main:574] : INFO : Epoch 1607 | loss: 0.0310727 | val_loss: 0.0312481 | Time: 2505.2 ms [2022-04-08 15:59:14 main:574] : INFO : Epoch 1608 | loss: 0.0310817 | val_loss: 0.0312201 | Time: 2506.91 ms [2022-04-08 15:59:17 main:574] : INFO : Epoch 1609 | loss: 0.0310836 | val_loss: 0.0312354 | Time: 2490.09 ms [2022-04-08 15:59:19 main:574] : INFO : Epoch 1610 | loss: 0.0310772 | val_loss: 0.0312293 | Time: 2469.72 ms [2022-04-08 15:59:22 main:574] : INFO : Epoch 1611 | loss: 0.0310771 | val_loss: 0.03124 | Time: 2451.04 ms [2022-04-08 15:59:24 main:574] : INFO : Epoch 1612 | loss: 0.0310699 | val_loss: 0.0312432 | Time: 2488.54 ms [2022-04-08 15:59:27 main:574] : INFO : Epoch 1613 | loss: 0.0310687 | val_loss: 0.0312356 | Time: 2482.57 ms [2022-04-08 15:59:29 main:574] : INFO : Epoch 1614 | loss: 0.0310702 | val_loss: 0.0312684 | Time: 2454.98 ms [2022-04-08 15:59:31 main:574] : INFO : Epoch 1615 | loss: 0.0310686 | val_loss: 0.0312581 | Time: 2473.19 ms [2022-04-08 15:59:34 main:574] : INFO : Epoch 1616 | loss: 0.0310702 | val_loss: 0.0312427 | Time: 2457.1 ms [2022-04-08 15:59:36 main:574] : INFO : Epoch 1617 | loss: 0.0310723 | val_loss: 0.0312403 | Time: 2457.47 ms [2022-04-08 15:59:39 main:574] : INFO : Epoch 1618 | loss: 0.0310719 | val_loss: 0.0312409 | Time: 2463.41 ms [2022-04-08 15:59:41 main:574] : INFO : Epoch 1619 | loss: 0.0310699 | val_loss: 0.0312588 | Time: 2483.26 ms [2022-04-08 15:59:44 main:574] : INFO : Epoch 1620 | loss: 0.031081 | val_loss: 0.0312349 | Time: 2486.63 ms [2022-04-08 15:59:46 main:574] : INFO : Epoch 1621 | loss: 0.031085 | val_loss: 0.0312435 | Time: 2461.71 ms [2022-04-08 15:59:49 main:574] : INFO : Epoch 1622 | loss: 0.0310709 | val_loss: 0.0312406 | Time: 2490.52 ms [2022-04-08 15:59:51 main:574] : INFO : Epoch 1623 | loss: 0.031083 | val_loss: 0.0312279 | Time: 2455.63 ms [2022-04-08 15:59:54 main:574] : INFO : Epoch 1624 | loss: 0.0310837 | val_loss: 0.0312471 | Time: 2477.78 ms [2022-04-08 15:59:56 main:574] : INFO : Epoch 1625 | loss: 0.0310777 | val_loss: 0.0312435 | Time: 2474.55 ms [2022-04-08 15:59:59 main:574] : INFO : Epoch 1626 | loss: 0.0310796 | val_loss: 0.0312528 | Time: 2450.62 ms [2022-04-08 16:00:01 main:574] : INFO : Epoch 1627 | loss: 0.0310855 | val_loss: 0.0312295 | Time: 2475.32 ms [2022-04-08 16:00:04 main:574] : INFO : Epoch 1628 | loss: 0.0310916 | val_loss: 0.0312313 | Time: 2471.24 ms [2022-04-08 16:00:06 main:574] : INFO : Epoch 1629 | loss: 0.0310915 | val_loss: 0.0312417 | Time: 2497.53 ms [2022-04-08 16:00:09 main:574] : INFO : Epoch 1630 | loss: 0.0310931 | val_loss: 0.0312252 | Time: 2503.18 ms [2022-04-08 16:00:11 main:574] : INFO : Epoch 1631 | loss: 0.031089 | val_loss: 0.0312482 | Time: 2466.87 ms [2022-04-08 16:00:14 main:574] : INFO : Epoch 1632 | loss: 0.0310831 | val_loss: 0.0312395 | Time: 2470.26 ms [2022-04-08 16:00:16 main:574] : INFO : Epoch 1633 | loss: 0.031075 | val_loss: 0.0312517 | Time: 2487.17 ms [2022-04-08 16:00:19 main:574] : INFO : Epoch 1634 | loss: 0.0310764 | val_loss: 0.0312365 | Time: 2462.54 ms [2022-04-08 16:00:21 main:574] : INFO : Epoch 1635 | loss: 0.0310772 | val_loss: 0.0312385 | Time: 2456.32 ms [2022-04-08 16:00:23 main:574] : INFO : Epoch 1636 | loss: 0.0310831 | val_loss: 0.0312408 | Time: 2455.47 ms [2022-04-08 16:00:26 main:574] : INFO : Epoch 1637 | loss: 0.0310844 | val_loss: 0.031245 | Time: 2460.9 ms [2022-04-08 16:00:28 main:574] : INFO : Epoch 1638 | loss: 0.0310795 | val_loss: 0.0312485 | Time: 2472.06 ms [2022-04-08 16:00:31 main:574] : INFO : Epoch 1639 | loss: 0.0310764 | val_loss: 0.031232 | Time: 2453.71 ms [2022-04-08 16:00:33 main:574] : INFO : Epoch 1640 | loss: 0.0310771 | val_loss: 0.0312433 | Time: 2471.04 ms [2022-04-08 16:00:36 main:574] : INFO : Epoch 1641 | loss: 0.0310822 | val_loss: 0.0312372 | Time: 2441.47 ms [2022-04-08 16:00:38 main:574] : INFO : Epoch 1642 | loss: 0.0310748 | val_loss: 0.0312395 | Time: 2446.34 ms [2022-04-08 16:00:41 main:574] : INFO : Epoch 1643 | loss: 0.0310732 | val_loss: 0.031243 | Time: 2482.17 ms [2022-04-08 16:00:43 main:574] : INFO : Epoch 1644 | loss: 0.031075 | val_loss: 0.0312424 | Time: 2494.44 ms [2022-04-08 16:00:46 main:574] : INFO : Epoch 1645 | loss: 0.0310696 | val_loss: 0.0312375 | Time: 2511.94 ms [2022-04-08 16:00:48 main:574] : INFO : Epoch 1646 | loss: 0.0310699 | val_loss: 0.0312364 | Time: 2494.12 ms [2022-04-08 16:00:51 main:574] : INFO : Epoch 1647 | loss: 0.0310773 | val_loss: 0.0312503 | Time: 2474.71 ms [2022-04-08 16:00:53 main:574] : INFO : Epoch 1648 | loss: 0.0310777 | val_loss: 0.0312362 | Time: 2493.9 ms [2022-04-08 16:00:56 main:574] : INFO : Epoch 1649 | loss: 0.0310723 | val_loss: 0.0312334 | Time: 2494.53 ms [2022-04-08 16:00:58 main:574] : INFO : Epoch 1650 | loss: 0.0310715 | val_loss: 0.0312404 | Time: 2496.79 ms [2022-04-08 16:01:01 main:574] : INFO : Epoch 1651 | loss: 0.0310735 | val_loss: 0.0312328 | Time: 2484.25 ms [2022-04-08 16:01:03 main:574] : INFO : Epoch 1652 | loss: 0.0310771 | val_loss: 0.0312456 | Time: 2471.46 ms [2022-04-08 16:01:06 main:574] : INFO : Epoch 1653 | loss: 0.0310755 | val_loss: 0.0312223 | Time: 2494.6 ms [2022-04-08 16:01:08 main:574] : INFO : Epoch 1654 | loss: 0.0310792 | val_loss: 0.0312398 | Time: 2453.16 ms [2022-04-08 16:01:11 main:574] : INFO : Epoch 1655 | loss: 0.031082 | val_loss: 0.0312559 | Time: 2462.09 ms [2022-04-08 16:01:13 main:574] : INFO : Epoch 1656 | loss: 0.031079 | val_loss: 0.0312479 | Time: 2468.95 ms [2022-04-08 16:01:15 main:574] : INFO : Epoch 1657 | loss: 0.0310754 | val_loss: 0.0312583 | Time: 2461.94 ms [2022-04-08 16:01:18 main:574] : INFO : Epoch 1658 | loss: 0.0310724 | val_loss: 0.0312465 | Time: 2483.58 ms [2022-04-08 16:01:20 main:574] : INFO : Epoch 1659 | loss: 0.0310759 | val_loss: 0.031267 | Time: 2495.24 ms [2022-04-08 16:01:23 main:574] : INFO : Epoch 1660 | loss: 0.0310696 | val_loss: 0.0312647 | Time: 2486.76 ms [2022-04-08 16:01:25 main:574] : INFO : Epoch 1661 | loss: 0.0310731 | val_loss: 0.0312466 | Time: 2476.68 ms [2022-04-08 16:01:28 main:574] : INFO : Epoch 1662 | loss: 0.0310721 | val_loss: 0.0312323 | Time: 2523.12 ms [2022-04-08 16:01:30 main:574] : INFO : Epoch 1663 | loss: 0.0310738 | val_loss: 0.0312506 | Time: 2505.44 ms [2022-04-08 16:01:33 main:574] : INFO : Epoch 1664 | loss: 0.0310778 | val_loss: 0.0312526 | Time: 2481.42 ms [2022-04-08 16:01:35 main:574] : INFO : Epoch 1665 | loss: 0.0310908 | val_loss: 0.0312173 | Time: 2482.09 ms [2022-04-08 16:01:38 main:574] : INFO : Epoch 1666 | loss: 0.0310869 | val_loss: 0.0312462 | Time: 2497.52 ms [2022-04-08 16:01:40 main:574] : INFO : Epoch 1667 | loss: 0.0310842 | val_loss: 0.0312224 | Time: 2492.17 ms [2022-04-08 16:01:43 main:574] : INFO : Epoch 1668 | loss: 0.0310764 | val_loss: 0.0312316 | Time: 2485.92 ms [2022-04-08 16:01:45 main:574] : INFO : Epoch 1669 | loss: 0.0310785 | val_loss: 0.0312381 | Time: 2463.35 ms [2022-04-08 16:01:48 main:574] : INFO : Epoch 1670 | loss: 0.0310708 | val_loss: 0.0312454 | Time: 2464.05 ms [2022-04-08 16:01:50 main:574] : INFO : Epoch 1671 | loss: 0.0310675 | val_loss: 0.0312384 | Time: 2506.66 ms [2022-04-08 16:01:53 main:574] : INFO : Epoch 1672 | loss: 0.031071 | val_loss: 0.031258 | Time: 2459.25 ms [2022-04-08 16:01:55 main:574] : INFO : Epoch 1673 | loss: 0.0310735 | val_loss: 0.031238 | Time: 2511.72 ms [2022-04-08 16:01:58 main:574] : INFO : Epoch 1674 | loss: 0.0310761 | val_loss: 0.031238 | Time: 2487.03 ms [2022-04-08 16:02:00 main:574] : INFO : Epoch 1675 | loss: 0.0310814 | val_loss: 0.0312424 | Time: 2480.31 ms [2022-04-08 16:02:03 main:574] : INFO : Epoch 1676 | loss: 0.0310734 | val_loss: 0.0312334 | Time: 2464.8 ms [2022-04-08 16:02:05 main:574] : INFO : Epoch 1677 | loss: 0.031104 | val_loss: 0.0312277 | Time: 2472.97 ms [2022-04-08 16:02:08 main:574] : INFO : Epoch 1678 | loss: 0.0311035 | val_loss: 0.0312681 | Time: 2461.55 ms [2022-04-08 16:02:10 main:574] : INFO : Epoch 1679 | loss: 0.0318835 | val_loss: 0.0320629 | Time: 2492.99 ms [2022-04-08 16:02:13 main:574] : INFO : Epoch 1680 | loss: 0.0315931 | val_loss: 0.0313529 | Time: 2497.58 ms [2022-04-08 16:02:15 main:574] : INFO : Epoch 1681 | loss: 0.0312796 | val_loss: 0.0312479 | Time: 2510.86 ms [2022-04-08 16:02:18 main:574] : INFO : Epoch 1682 | loss: 0.0312396 | val_loss: 0.0312288 | Time: 2496.34 ms [2022-04-08 16:02:20 main:574] : INFO : Epoch 1683 | loss: 0.0312212 | val_loss: 0.0312125 | Time: 2504.84 ms [2022-04-08 16:02:23 main:574] : INFO : Epoch 1684 | loss: 0.0312085 | val_loss: 0.0312022 | Time: 2488.95 ms [2022-04-08 16:02:25 main:574] : INFO : Epoch 1685 | loss: 0.0312014 | val_loss: 0.0312135 | Time: 2500.43 ms [2022-04-08 16:02:28 main:574] : INFO : Epoch 1686 | loss: 0.0311978 | val_loss: 0.0311898 | Time: 2509.32 ms [2022-04-08 16:02:30 main:574] : INFO : Epoch 1687 | loss: 0.0311895 | val_loss: 0.0311883 | Time: 2511.38 ms [2022-04-08 16:02:33 main:574] : INFO : Epoch 1688 | loss: 0.0311942 | val_loss: 0.0311999 | Time: 2498.08 ms [2022-04-08 16:02:35 main:574] : INFO : Epoch 1689 | loss: 0.0311933 | val_loss: 0.0312005 | Time: 2520.39 ms [2022-04-08 16:02:38 main:574] : INFO : Epoch 1690 | loss: 0.0311883 | val_loss: 0.0311827 | Time: 2490.23 ms [2022-04-08 16:02:40 main:574] : INFO : Epoch 1691 | loss: 0.031182 | val_loss: 0.0311813 | Time: 2499.5 ms [2022-04-08 16:02:43 main:574] : INFO : Epoch 1692 | loss: 0.0311794 | val_loss: 0.0311819 | Time: 2506.64 ms [2022-04-08 16:02:45 main:574] : INFO : Epoch 1693 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 2506.98 ms [2022-04-08 16:02:48 main:574] : INFO : Epoch 1694 | loss: 0.0311753 | val_loss: 0.0311779 | Time: 2492.03 ms [2022-04-08 16:02:50 main:574] : INFO : Epoch 1695 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 2498.71 ms [2022-04-08 16:02:53 main:574] : INFO : Epoch 1696 | loss: 0.0311693 | val_loss: 0.0311764 | Time: 2495.59 ms [2022-04-08 16:02:55 main:574] : INFO : Epoch 1697 | loss: 0.031168 | val_loss: 0.0311754 | Time: 2489.3 ms [2022-04-08 16:02:58 main:574] : INFO : Epoch 1698 | loss: 0.0311682 | val_loss: 0.0311768 | Time: 2490.42 ms [2022-04-08 16:03:00 main:574] : INFO : Epoch 1699 | loss: 0.0311643 | val_loss: 0.0311737 | Time: 2477.81 ms [2022-04-08 16:03:03 main:574] : INFO : Epoch 1700 | loss: 0.0311617 | val_loss: 0.0311746 | Time: 2497.61 ms [2022-04-08 16:03:05 main:574] : INFO : Epoch 1701 | loss: 0.0311609 | val_loss: 0.0311731 | Time: 2502.36 ms [2022-04-08 16:03:08 main:574] : INFO : Epoch 1702 | loss: 0.0311597 | val_loss: 0.0311783 | Time: 2467.02 ms [2022-04-08 16:03:10 main:574] : INFO : Epoch 1703 | loss: 0.0311591 | val_loss: 0.0311731 | Time: 2488.24 ms [2022-04-08 16:03:13 main:574] : INFO : Epoch 1704 | loss: 0.0311559 | val_loss: 0.0311718 | Time: 2475.24 ms [2022-04-08 16:03:15 main:574] : INFO : Epoch 1705 | loss: 0.0311557 | val_loss: 0.0311802 | Time: 2526.2 ms [2022-04-08 16:03:18 main:574] : INFO : Epoch 1706 | loss: 0.0311559 | val_loss: 0.0311759 | Time: 2472.85 ms [2022-04-08 16:03:20 main:574] : INFO : Epoch 1707 | loss: 0.031154 | val_loss: 0.0311755 | Time: 2486.68 ms [2022-04-08 16:03:23 main:574] : INFO : Epoch 1708 | loss: 0.0311509 | val_loss: 0.0311735 | Time: 2498.43 ms [2022-04-08 16:03:25 main:574] : INFO : Epoch 1709 | loss: 0.0311507 | val_loss: 0.0311807 | Time: 2475.99 ms [2022-04-08 16:03:28 main:574] : INFO : Epoch 1710 | loss: 0.0311517 | val_loss: 0.0311774 | Time: 2505.13 ms [2022-04-08 16:03:30 main:574] : INFO : Epoch 1711 | loss: 0.0311485 | val_loss: 0.0311772 | Time: 2480.33 ms [2022-04-08 16:03:33 main:574] : INFO : Epoch 1712 | loss: 0.0311475 | val_loss: 0.0311781 | Time: 2487.76 ms [2022-04-08 16:03:35 main:574] : INFO : Epoch 1713 | loss: 0.031146 | val_loss: 0.0311803 | Time: 2478.93 ms [2022-04-08 16:03:38 main:574] : INFO : Epoch 1714 | loss: 0.0311447 | val_loss: 0.0311801 | Time: 2496.7 ms [2022-04-08 16:03:40 main:574] : INFO : Epoch 1715 | loss: 0.0311436 | val_loss: 0.031185 | Time: 2475.32 ms [2022-04-08 16:03:43 main:574] : INFO : Epoch 1716 | loss: 0.0311444 | val_loss: 0.0311797 | Time: 2508.26 ms [2022-04-08 16:03:45 main:574] : INFO : Epoch 1717 | loss: 0.0311445 | val_loss: 0.0311805 | Time: 2513.35 ms [2022-04-08 16:03:48 main:574] : INFO : Epoch 1718 | loss: 0.0311425 | val_loss: 0.0311807 | Time: 2513.84 ms [2022-04-08 16:03:50 main:574] : INFO : Epoch 1719 | loss: 0.0311414 | val_loss: 0.0311815 | Time: 2479.91 ms [2022-04-08 16:03:53 main:574] : INFO : Epoch 1720 | loss: 0.0311391 | val_loss: 0.0311839 | Time: 2505.82 ms [2022-04-08 16:03:55 main:574] : INFO : Epoch 1721 | loss: 0.0311379 | val_loss: 0.0311778 | Time: 2503.95 ms [2022-04-08 16:03:58 main:574] : INFO : Epoch 1722 | loss: 0.031139 | val_loss: 0.0311779 | Time: 2498.09 ms [2022-04-08 16:04:00 main:574] : INFO : Epoch 1723 | loss: 0.0311383 | val_loss: 0.0311885 | Time: 2485.59 ms [2022-04-08 16:04:03 main:574] : INFO : Epoch 1724 | loss: 0.031136 | val_loss: 0.0311873 | Time: 2510.59 ms [2022-04-08 16:04:05 main:574] : INFO : Epoch 1725 | loss: 0.0311368 | val_loss: 0.0311828 | Time: 2496.42 ms [2022-04-08 16:04:08 main:574] : INFO : Epoch 1726 | loss: 0.0311347 | val_loss: 0.0311794 | Time: 2504.73 ms [2022-04-08 16:04:10 main:574] : INFO : Epoch 1727 | loss: 0.0311342 | val_loss: 0.031186 | Time: 2493.29 ms [2022-04-08 16:04:13 main:574] : INFO : Epoch 1728 | loss: 0.0311373 | val_loss: 0.0311821 | Time: 2496.25 ms [2022-04-08 16:04:15 main:574] : INFO : Epoch 1729 | loss: 0.0311349 | val_loss: 0.0311868 | Time: 2490.63 ms [2022-04-08 16:04:18 main:574] : INFO : Epoch 1730 | loss: 0.0311345 | val_loss: 0.0311825 | Time: 2481.74 ms [2022-04-08 16:04:20 main:574] : INFO : Epoch 1731 | loss: 0.0311309 | val_loss: 0.0311908 | Time: 2491.67 ms [2022-04-08 16:04:23 main:574] : INFO : Epoch 1732 | loss: 0.0311303 | val_loss: 0.0311833 | Time: 2495.22 ms [2022-04-08 16:04:25 main:574] : INFO : Epoch 1733 | loss: 0.0311293 | val_loss: 0.0311795 | Time: 2462.73 ms [2022-04-08 16:04:28 main:574] : INFO : Epoch 1734 | loss: 0.0311307 | val_loss: 0.0311837 | Time: 2508.82 ms [2022-04-08 16:04:30 main:574] : INFO : Epoch 1735 | loss: 0.0311335 | val_loss: 0.0311865 | Time: 2492.13 ms [2022-04-08 16:04:33 main:574] : INFO : Epoch 1736 | loss: 0.0311332 | val_loss: 0.0311871 | Time: 2506.88 ms [2022-04-08 16:04:35 main:574] : INFO : Epoch 1737 | loss: 0.0311338 | val_loss: 0.0311847 | Time: 2486.06 ms [2022-04-08 16:04:38 main:574] : INFO : Epoch 1738 | loss: 0.0311305 | val_loss: 0.0311816 | Time: 2495.56 ms [2022-04-08 16:04:40 main:574] : INFO : Epoch 1739 | loss: 0.0311299 | val_loss: 0.0311815 | Time: 2489.28 ms [2022-04-08 16:04:43 main:574] : INFO : Epoch 1740 | loss: 0.0311318 | val_loss: 0.0311889 | Time: 2499.44 ms [2022-04-08 16:04:45 main:574] : INFO : Epoch 1741 | loss: 0.0311296 | val_loss: 0.0311873 | Time: 2470.79 ms [2022-04-08 16:04:48 main:574] : INFO : Epoch 1742 | loss: 0.0311326 | val_loss: 0.0311851 | Time: 2504.99 ms [2022-04-08 16:04:50 main:574] : INFO : Epoch 1743 | loss: 0.0311289 | val_loss: 0.0311885 | Time: 2486.48 ms [2022-04-08 16:04:52 main:574] : INFO : Epoch 1744 | loss: 0.0311285 | val_loss: 0.0311873 | Time: 2470.92 ms [2022-04-08 16:04:55 main:574] : INFO : Epoch 1745 | loss: 0.0311257 | val_loss: 0.0312069 | Time: 2485.33 ms [2022-04-08 16:04:57 main:574] : INFO : Epoch 1746 | loss: 0.031132 | val_loss: 0.0311809 | Time: 2458.71 ms [2022-04-08 16:05:00 main:574] : INFO : Epoch 1747 | loss: 0.0311332 | val_loss: 0.031184 | Time: 2486.5 ms [2022-04-08 16:05:02 main:574] : INFO : Epoch 1748 | loss: 0.0311294 | val_loss: 0.031189 | Time: 2456.06 ms [2022-04-08 16:05:05 main:574] : INFO : Epoch 1749 | loss: 0.0311269 | val_loss: 0.0311912 | Time: 2485.08 ms [2022-04-08 16:05:07 main:574] : INFO : Epoch 1750 | loss: 0.0311275 | val_loss: 0.0311904 | Time: 2465.6 ms [2022-04-08 16:05:10 main:574] : INFO : Epoch 1751 | loss: 0.0311338 | val_loss: 0.0311862 | Time: 2499.97 ms [2022-04-08 16:05:12 main:574] : INFO : Epoch 1752 | loss: 0.0311294 | val_loss: 0.0311912 | Time: 2502.83 ms [2022-04-08 16:05:15 main:574] : INFO : Epoch 1753 | loss: 0.0311262 | val_loss: 0.0311932 | Time: 2485.79 ms [2022-04-08 16:05:17 main:574] : INFO : Epoch 1754 | loss: 0.0311257 | val_loss: 0.0311879 | Time: 2499.34 ms [2022-04-08 16:05:20 main:574] : INFO : Epoch 1755 | loss: 0.0311274 | val_loss: 0.0311952 | Time: 2494.74 ms [2022-04-08 16:05:22 main:574] : INFO : Epoch 1756 | loss: 0.0311253 | val_loss: 0.0311917 | Time: 2466.62 ms [2022-04-08 16:05:25 main:574] : INFO : Epoch 1757 | loss: 0.0311244 | val_loss: 0.0311881 | Time: 2479.43 ms [2022-04-08 16:05:27 main:574] : INFO : Epoch 1758 | loss: 0.031123 | val_loss: 0.0311984 | Time: 2478.96 ms [2022-04-08 16:05:30 main:574] : INFO : Epoch 1759 | loss: 0.0311267 | val_loss: 0.0311901 | Time: 2462.42 ms [2022-04-08 16:05:32 main:574] : INFO : Epoch 1760 | loss: 0.031125 | val_loss: 0.031186 | Time: 2494.39 ms [2022-04-08 16:05:35 main:574] : INFO : Epoch 1761 | loss: 0.0311272 | val_loss: 0.0311786 | Time: 2478.78 ms [2022-04-08 16:05:37 main:574] : INFO : Epoch 1762 | loss: 0.0311271 | val_loss: 0.0311946 | Time: 2467.89 ms [2022-04-08 16:05:40 main:574] : INFO : Epoch 1763 | loss: 0.0311233 | val_loss: 0.0311981 | Time: 2509.95 ms [2022-04-08 16:05:42 main:574] : INFO : Epoch 1764 | loss: 0.0311228 | val_loss: 0.0311944 | Time: 2512.97 ms [2022-04-08 16:05:45 main:574] : INFO : Epoch 1765 | loss: 0.0311218 | val_loss: 0.0311976 | Time: 2479.28 ms [2022-04-08 16:05:47 main:574] : INFO : Epoch 1766 | loss: 0.0311232 | val_loss: 0.0311857 | Time: 2482.85 ms [2022-04-08 16:05:50 main:574] : INFO : Epoch 1767 | loss: 0.0311213 | val_loss: 0.0311979 | Time: 2499.38 ms [2022-04-08 16:05:52 main:574] : INFO : Epoch 1768 | loss: 0.0311199 | val_loss: 0.0311929 | Time: 2523.14 ms [2022-04-08 16:05:55 main:574] : INFO : Epoch 1769 | loss: 0.0311213 | val_loss: 0.0311876 | Time: 2502.9 ms [2022-04-08 16:05:57 main:574] : INFO : Epoch 1770 | loss: 0.0311212 | val_loss: 0.0311878 | Time: 2498.15 ms [2022-04-08 16:06:00 main:574] : INFO : Epoch 1771 | loss: 0.0311184 | val_loss: 0.0312126 | Time: 2603.93 ms [2022-04-08 16:06:02 main:574] : INFO : Epoch 1772 | loss: 0.0311197 | val_loss: 0.0311845 | Time: 2485.36 ms [2022-04-08 16:06:05 main:574] : INFO : Epoch 1773 | loss: 0.0311228 | val_loss: 0.0311913 | Time: 2483.06 ms [2022-04-08 16:06:07 main:574] : INFO : Epoch 1774 | loss: 0.0311223 | val_loss: 0.0311944 | Time: 2520.68 ms [2022-04-08 16:06:10 main:574] : INFO : Epoch 1775 | loss: 0.0311228 | val_loss: 0.0311973 | Time: 2494.09 ms [2022-04-08 16:06:12 main:574] : INFO : Epoch 1776 | loss: 0.0311185 | val_loss: 0.031194 | Time: 2500.3 ms [2022-04-08 16:06:15 main:574] : INFO : Epoch 1777 | loss: 0.0311165 | val_loss: 0.0311974 | Time: 2488.85 ms [2022-04-08 16:06:17 main:574] : INFO : Epoch 1778 | loss: 0.031121 | val_loss: 0.0311952 | Time: 2505.57 ms [2022-04-08 16:06:20 main:574] : INFO : Epoch 1779 | loss: 0.0311204 | val_loss: 0.0311879 | Time: 2500.22 ms [2022-04-08 16:06:22 main:574] : INFO : Epoch 1780 | loss: 0.031121 | val_loss: 0.031186 | Time: 2499.84 ms [2022-04-08 16:06:25 main:574] : INFO : Epoch 1781 | loss: 0.0311231 | val_loss: 0.0311876 | Time: 2494.77 ms [2022-04-08 16:06:27 main:574] : INFO : Epoch 1782 | loss: 0.031125 | val_loss: 0.0311951 | Time: 2513.73 ms [2022-04-08 16:06:30 main:574] : INFO : Epoch 1783 | loss: 0.0311209 | val_loss: 0.0311913 | Time: 2483.94 ms [2022-04-08 16:06:32 main:574] : INFO : Epoch 1784 | loss: 0.0311181 | val_loss: 0.0311978 | Time: 2510.02 ms [2022-04-08 16:06:35 main:574] : INFO : Epoch 1785 | loss: 0.0311171 | val_loss: 0.0311976 | Time: 2503.68 ms [2022-04-08 16:06:37 main:574] : INFO : Epoch 1786 | loss: 0.0311167 | val_loss: 0.0311923 | Time: 2479.54 ms [2022-04-08 16:06:40 main:574] : INFO : Epoch 1787 | loss: 0.0311207 | val_loss: 0.0311878 | Time: 2474.66 ms [2022-04-08 16:06:42 main:574] : INFO : Epoch 1788 | loss: 0.0311264 | val_loss: 0.031186 | Time: 2486.56 ms [2022-04-08 16:06:45 main:574] : INFO : Epoch 1789 | loss: 0.0311287 | val_loss: 0.0311975 | Time: 2512.67 ms [2022-04-08 16:06:47 main:574] : INFO : Epoch 1790 | loss: 0.0311221 | val_loss: 0.0311892 | Time: 2521.06 ms [2022-04-08 16:06:50 main:574] : INFO : Epoch 1791 | loss: 0.0311221 | val_loss: 0.031187 | Time: 2495.99 ms [2022-04-08 16:06:52 main:574] : INFO : Epoch 1792 | loss: 0.0311218 | val_loss: 0.0311927 | Time: 2517.07 ms [2022-04-08 16:06:55 main:574] : INFO : Epoch 1793 | loss: 0.0311256 | val_loss: 0.0312016 | Time: 2493.71 ms [2022-04-08 16:06:57 main:574] : INFO : Epoch 1794 | loss: 0.0311244 | val_loss: 0.0311879 | Time: 2498.13 ms [2022-04-08 16:07:00 main:574] : INFO : Epoch 1795 | loss: 0.0311227 | val_loss: 0.0311984 | Time: 2486.18 ms [2022-04-08 16:07:02 main:574] : INFO : Epoch 1796 | loss: 0.0311214 | val_loss: 0.0312061 | Time: 2505.35 ms [2022-04-08 16:07:05 main:574] : INFO : Epoch 1797 | loss: 0.0311224 | val_loss: 0.0311924 | Time: 2497.36 ms [2022-04-08 16:07:07 main:574] : INFO : Epoch 1798 | loss: 0.0311222 | val_loss: 0.0311936 | Time: 2496.36 ms [2022-04-08 16:07:10 main:574] : INFO : Epoch 1799 | loss: 0.0311213 | val_loss: 0.0312081 | Time: 2467.17 ms [2022-04-08 16:07:12 main:574] : INFO : Epoch 1800 | loss: 0.0311214 | val_loss: 0.031189 | Time: 2497.59 ms [2022-04-08 16:07:15 main:574] : INFO : Epoch 1801 | loss: 0.0311206 | val_loss: 0.031187 | Time: 2497.66 ms [2022-04-08 16:07:17 main:574] : INFO : Epoch 1802 | loss: 0.0311252 | val_loss: 0.0311944 | Time: 2499.33 ms [2022-04-08 16:07:20 main:574] : INFO : Epoch 1803 | loss: 0.0311202 | val_loss: 0.0311968 | Time: 2502.43 ms [2022-04-08 16:07:22 main:574] : INFO : Epoch 1804 | loss: 0.031117 | val_loss: 0.0311891 | Time: 2514.07 ms [2022-04-08 16:07:25 main:574] : INFO : Epoch 1805 | loss: 0.0311144 | val_loss: 0.0312104 | Time: 2485.67 ms [2022-04-08 16:07:27 main:574] : INFO : Epoch 1806 | loss: 0.0311238 | val_loss: 0.0311902 | Time: 2489.22 ms [2022-04-08 16:07:30 main:574] : INFO : Epoch 1807 | loss: 0.0311229 | val_loss: 0.0312028 | Time: 2502.58 ms [2022-04-08 16:07:32 main:574] : INFO : Epoch 1808 | loss: 0.0311252 | val_loss: 0.031185 | Time: 2487.99 ms [2022-04-08 16:07:35 main:574] : INFO : Epoch 1809 | loss: 0.031123 | val_loss: 0.0311862 | Time: 2495.45 ms [2022-04-08 16:07:37 main:574] : INFO : Epoch 1810 | loss: 0.0311201 | val_loss: 0.0311938 | Time: 2516.51 ms [2022-04-08 16:07:40 main:574] : INFO : Epoch 1811 | loss: 0.0311186 | val_loss: 0.0312007 | Time: 2483.4 ms [2022-04-08 16:07:42 main:574] : INFO : Epoch 1812 | loss: 0.0311167 | val_loss: 0.031196 | Time: 2461.62 ms [2022-04-08 16:07:45 main:574] : INFO : Epoch 1813 | loss: 0.0311178 | val_loss: 0.0312033 | Time: 2507.73 ms [2022-04-08 16:07:47 main:574] : INFO : Epoch 1814 | loss: 0.0311211 | val_loss: 0.0311906 | Time: 2502.49 ms [2022-04-08 16:07:50 main:574] : INFO : Epoch 1815 | loss: 0.031117 | val_loss: 0.0311976 | Time: 2476.67 ms [2022-04-08 16:07:52 main:574] : INFO : Epoch 1816 | loss: 0.0311176 | val_loss: 0.031188 | Time: 2473.71 ms [2022-04-08 16:07:55 main:574] : INFO : Epoch 1817 | loss: 0.0311178 | val_loss: 0.0312019 | Time: 2497.58 ms [2022-04-08 16:07:57 main:574] : INFO : Epoch 1818 | loss: 0.0311171 | val_loss: 0.0312059 | Time: 2495.25 ms [2022-04-08 16:08:00 main:574] : INFO : Epoch 1819 | loss: 0.0311238 | val_loss: 0.031183 | Time: 2520.65 ms [2022-04-08 16:08:02 main:574] : INFO : Epoch 1820 | loss: 0.0311168 | val_loss: 0.0311874 | Time: 2491.84 ms [2022-04-08 16:08:05 main:574] : INFO : Epoch 1821 | loss: 0.0311233 | val_loss: 0.0311882 | Time: 2477.9 ms [2022-04-08 16:08:07 main:574] : INFO : Epoch 1822 | loss: 0.0311202 | val_loss: 0.0311875 | Time: 2492.58 ms [2022-04-08 16:08:10 main:574] : INFO : Epoch 1823 | loss: 0.0311164 | val_loss: 0.0311941 | Time: 2483.13 ms [2022-04-08 16:08:12 main:574] : INFO : Epoch 1824 | loss: 0.0311211 | val_loss: 0.0312014 | Time: 2483.93 ms [2022-04-08 16:08:15 main:574] : INFO : Epoch 1825 | loss: 0.031116 | val_loss: 0.0311879 | Time: 2458.9 ms [2022-04-08 16:08:17 main:574] : INFO : Epoch 1826 | loss: 0.0311139 | val_loss: 0.0312079 | Time: 2479.03 ms [2022-04-08 16:08:20 main:574] : INFO : Epoch 1827 | loss: 0.0311158 | val_loss: 0.0311925 | Time: 2503.23 ms [2022-04-08 16:08:22 main:574] : INFO : Epoch 1828 | loss: 0.0311132 | val_loss: 0.0311952 | Time: 2487.11 ms [2022-04-08 16:08:25 main:574] : INFO : Epoch 1829 | loss: 0.0311157 | val_loss: 0.0312064 | Time: 2490.61 ms [2022-04-08 16:08:27 main:574] : INFO : Epoch 1830 | loss: 0.0311165 | val_loss: 0.0311946 | Time: 2471.42 ms [2022-04-08 16:08:30 main:574] : INFO : Epoch 1831 | loss: 0.0311139 | val_loss: 0.0312029 | Time: 2526.98 ms [2022-04-08 16:08:32 main:574] : INFO : Epoch 1832 | loss: 0.0311104 | val_loss: 0.0311932 | Time: 2508.47 ms [2022-04-08 16:08:35 main:574] : INFO : Epoch 1833 | loss: 0.0311112 | val_loss: 0.0311997 | Time: 2480.17 ms [2022-04-08 16:08:37 main:574] : INFO : Epoch 1834 | loss: 0.0311136 | val_loss: 0.0311916 | Time: 2497.33 ms [2022-04-08 16:08:40 main:574] : INFO : Epoch 1835 | loss: 0.0311173 | val_loss: 0.0311841 | Time: 2481.75 ms [2022-04-08 16:08:42 main:574] : INFO : Epoch 1836 | loss: 0.0311176 | val_loss: 0.0311938 | Time: 2492.49 ms [2022-04-08 16:08:45 main:574] : INFO : Epoch 1837 | loss: 0.0311157 | val_loss: 0.0312022 | Time: 2473.6 ms [2022-04-08 16:08:47 main:574] : INFO : Epoch 1838 | loss: 0.031121 | val_loss: 0.0311876 | Time: 2495.55 ms [2022-04-08 16:08:50 main:574] : INFO : Epoch 1839 | loss: 0.0311207 | val_loss: 0.031199 | Time: 2495.21 ms [2022-04-08 16:08:52 main:574] : INFO : Epoch 1840 | loss: 0.0311185 | val_loss: 0.0311945 | Time: 2500.83 ms [2022-04-08 16:08:55 main:574] : INFO : Epoch 1841 | loss: 0.0311198 | val_loss: 0.0311956 | Time: 2513.25 ms [2022-04-08 16:08:57 main:574] : INFO : Epoch 1842 | loss: 0.0311192 | val_loss: 0.0311953 | Time: 2502.8 ms [2022-04-08 16:09:00 main:574] : INFO : Epoch 1843 | loss: 0.0311413 | val_loss: 0.0311932 | Time: 2539.48 ms [2022-04-08 16:09:02 main:574] : INFO : Epoch 1844 | loss: 0.0311453 | val_loss: 0.0311859 | Time: 2484.41 ms [2022-04-08 16:09:05 main:574] : INFO : Epoch 1845 | loss: 0.0311361 | val_loss: 0.0311949 | Time: 2489.83 ms [2022-04-08 16:09:07 main:574] : INFO : Epoch 1846 | loss: 0.0311303 | val_loss: 0.031192 | Time: 2496.14 ms [2022-04-08 16:09:10 main:574] : INFO : Epoch 1847 | loss: 0.0311255 | val_loss: 0.0311932 | Time: 2494.62 ms [2022-04-08 16:09:12 main:574] : INFO : Epoch 1848 | loss: 0.0311212 | val_loss: 0.0311929 | Time: 2502.99 ms [2022-04-08 16:09:15 main:574] : INFO : Epoch 1849 | loss: 0.0311158 | val_loss: 0.0312057 | Time: 2500.37 ms [2022-04-08 16:09:17 main:574] : INFO : Epoch 1850 | loss: 0.0311142 | val_loss: 0.0312001 | Time: 2477.64 ms [2022-04-08 16:09:20 main:574] : INFO : Epoch 1851 | loss: 0.0311161 | val_loss: 0.0311942 | Time: 2526.33 ms [2022-04-08 16:09:22 main:574] : INFO : Epoch 1852 | loss: 0.0311137 | val_loss: 0.0311922 | Time: 2503.5 ms [2022-04-08 16:09:25 main:574] : INFO : Epoch 1853 | loss: 0.0311147 | val_loss: 0.0311859 | Time: 2470.94 ms [2022-04-08 16:09:27 main:574] : INFO : Epoch 1854 | loss: 0.0311342 | val_loss: 0.0311805 | Time: 2517.26 ms [2022-04-08 16:09:30 main:574] : INFO : Epoch 1855 | loss: 0.0311237 | val_loss: 0.0311922 | Time: 2487.7 ms [2022-04-08 16:09:32 main:574] : INFO : Epoch 1856 | loss: 0.0311186 | val_loss: 0.0311984 | Time: 2460.28 ms [2022-04-08 16:09:35 main:574] : INFO : Epoch 1857 | loss: 0.0311144 | val_loss: 0.0311877 | Time: 2525.96 ms [2022-04-08 16:09:37 main:574] : INFO : Epoch 1858 | loss: 0.0311127 | val_loss: 0.0312067 | Time: 2504.54 ms [2022-04-08 16:09:40 main:574] : INFO : Epoch 1859 | loss: 0.0311144 | val_loss: 0.0312 | Time: 2494.25 ms [2022-04-08 16:09:42 main:574] : INFO : Epoch 1860 | loss: 0.0311113 | val_loss: 0.031209 | Time: 2495.08 ms [2022-04-08 16:09:45 main:574] : INFO : Epoch 1861 | loss: 0.0311083 | val_loss: 0.0312114 | Time: 2460.34 ms [2022-04-08 16:09:47 main:574] : INFO : Epoch 1862 | loss: 0.031112 | val_loss: 0.0311952 | Time: 2484.78 ms [2022-04-08 16:09:50 main:574] : INFO : Epoch 1863 | loss: 0.0311101 | val_loss: 0.0312044 | Time: 2514.52 ms [2022-04-08 16:09:52 main:574] : INFO : Epoch 1864 | loss: 0.031107 | val_loss: 0.031196 | Time: 2499.03 ms [2022-04-08 16:09:54 main:574] : INFO : Epoch 1865 | loss: 0.0311135 | val_loss: 0.0312002 | Time: 2444.77 ms [2022-04-08 16:09:57 main:574] : INFO : Epoch 1866 | loss: 0.0311122 | val_loss: 0.0311953 | Time: 2482.65 ms [2022-04-08 16:09:59 main:574] : INFO : Epoch 1867 | loss: 0.0311167 | val_loss: 0.0311969 | Time: 2485.12 ms [2022-04-08 16:10:02 main:574] : INFO : Epoch 1868 | loss: 0.0311152 | val_loss: 0.0311986 | Time: 2495.69 ms [2022-04-08 16:10:04 main:574] : INFO : Epoch 1869 | loss: 0.0311113 | val_loss: 0.0312063 | Time: 2499.59 ms [2022-04-08 16:10:07 main:574] : INFO : Epoch 1870 | loss: 0.0311109 | val_loss: 0.0312026 | Time: 2481.51 ms [2022-04-08 16:10:09 main:574] : INFO : Epoch 1871 | loss: 0.0311093 | val_loss: 0.0312144 | Time: 2459.71 ms [2022-04-08 16:10:12 main:574] : INFO : Epoch 1872 | loss: 0.0311156 | val_loss: 0.0311951 | Time: 2469.2 ms [2022-04-08 16:10:14 main:574] : INFO : Epoch 1873 | loss: 0.0311147 | val_loss: 0.0311956 | Time: 2482.21 ms [2022-04-08 16:10:17 main:574] : INFO : Epoch 1874 | loss: 0.0311153 | val_loss: 0.0311997 | Time: 2519.66 ms [2022-04-08 16:10:19 main:574] : INFO : Epoch 1875 | loss: 0.0311091 | val_loss: 0.031189 | Time: 2497.32 ms [2022-04-08 16:10:22 main:574] : INFO : Epoch 1876 | loss: 0.0311134 | val_loss: 0.0311948 | Time: 2517.43 ms [2022-04-08 16:10:24 main:574] : INFO : Epoch 1877 | loss: 0.0311119 | val_loss: 0.0312127 | Time: 2491.78 ms [2022-04-08 16:10:27 main:574] : INFO : Epoch 1878 | loss: 0.0311127 | val_loss: 0.0311978 | Time: 2503.72 ms [2022-04-08 16:10:29 main:574] : INFO : Epoch 1879 | loss: 0.0311095 | val_loss: 0.0311948 | Time: 2507.02 ms [2022-04-08 16:10:32 main:574] : INFO : Epoch 1880 | loss: 0.0311116 | val_loss: 0.031219 | Time: 2509.8 ms [2022-04-08 16:10:34 main:574] : INFO : Epoch 1881 | loss: 0.0311157 | val_loss: 0.031206 | Time: 2490.26 ms [2022-04-08 16:10:37 main:574] : INFO : Epoch 1882 | loss: 0.0311168 | val_loss: 0.0312028 | Time: 2480.86 ms [2022-04-08 16:10:39 main:574] : INFO : Epoch 1883 | loss: 0.0311109 | val_loss: 0.0312044 | Time: 2503.24 ms [2022-04-08 16:10:42 main:574] : INFO : Epoch 1884 | loss: 0.0311064 | val_loss: 0.0312031 | Time: 2525.95 ms [2022-04-08 16:10:44 main:574] : INFO : Epoch 1885 | loss: 0.0311122 | val_loss: 0.0312032 | Time: 2479.2 ms [2022-04-08 16:10:47 main:574] : INFO : Epoch 1886 | loss: 0.0311126 | val_loss: 0.0311894 | Time: 2498.21 ms [2022-04-08 16:10:49 main:574] : INFO : Epoch 1887 | loss: 0.0311115 | val_loss: 0.031195 | Time: 2484.94 ms [2022-04-08 16:10:52 main:574] : INFO : Epoch 1888 | loss: 0.0311072 | val_loss: 0.0312085 | Time: 2477.83 ms [2022-04-08 16:10:54 main:574] : INFO : Epoch 1889 | loss: 0.0311095 | val_loss: 0.0312014 | Time: 2480.05 ms [2022-04-08 16:10:57 main:574] : INFO : Epoch 1890 | loss: 0.031107 | val_loss: 0.0311969 | Time: 2489.9 ms [2022-04-08 16:10:59 main:574] : INFO : Epoch 1891 | loss: 0.0311066 | val_loss: 0.0312011 | Time: 2478.38 ms [2022-04-08 16:11:02 main:574] : INFO : Epoch 1892 | loss: 0.0311118 | val_loss: 0.0311956 | Time: 2497.67 ms [2022-04-08 16:11:04 main:574] : INFO : Epoch 1893 | loss: 0.0311141 | val_loss: 0.0311922 | Time: 2468.57 ms [2022-04-08 16:11:07 main:574] : INFO : Epoch 1894 | loss: 0.0311111 | val_loss: 0.0311982 | Time: 2470.18 ms [2022-04-08 16:11:09 main:574] : INFO : Epoch 1895 | loss: 0.0311092 | val_loss: 0.0312082 | Time: 2482.01 ms [2022-04-08 16:11:12 main:574] : INFO : Epoch 1896 | loss: 0.0311059 | val_loss: 0.0311872 | Time: 2499.93 ms [2022-04-08 16:11:14 main:574] : INFO : Epoch 1897 | loss: 0.0311627 | val_loss: 0.0311818 | Time: 2497.74 ms [2022-04-08 16:11:17 main:574] : INFO : Epoch 1898 | loss: 0.0311607 | val_loss: 0.0311758 | Time: 2518.93 ms [2022-04-08 16:11:19 main:574] : INFO : Epoch 1899 | loss: 0.031157 | val_loss: 0.0311735 | Time: 2485.9 ms [2022-04-08 16:11:22 main:574] : INFO : Epoch 1900 | loss: 0.0311531 | val_loss: 0.0311739 | Time: 2528.31 ms [2022-04-08 16:11:24 main:574] : INFO : Epoch 1901 | loss: 0.0311504 | val_loss: 0.0311778 | Time: 2473.48 ms [2022-04-08 16:11:27 main:574] : INFO : Epoch 1902 | loss: 0.0311469 | val_loss: 0.0311748 | Time: 2502.51 ms [2022-04-08 16:11:29 main:574] : INFO : Epoch 1903 | loss: 0.0311442 | val_loss: 0.0311777 | Time: 2496.77 ms [2022-04-08 16:11:32 main:574] : INFO : Epoch 1904 | loss: 0.0311431 | val_loss: 0.0311789 | Time: 2499.28 ms [2022-04-08 16:11:34 main:574] : INFO : Epoch 1905 | loss: 0.03114 | val_loss: 0.031176 | Time: 2478.73 ms [2022-04-08 16:11:37 main:574] : INFO : Epoch 1906 | loss: 0.0311366 | val_loss: 0.0311794 | Time: 2493.1 ms [2022-04-08 16:11:39 main:574] : INFO : Epoch 1907 | loss: 0.0311396 | val_loss: 0.0311832 | Time: 2484.15 ms [2022-04-08 16:11:42 main:574] : INFO : Epoch 1908 | loss: 0.0311341 | val_loss: 0.0311795 | Time: 2493.52 ms [2022-04-08 16:11:44 main:574] : INFO : Epoch 1909 | loss: 0.0311326 | val_loss: 0.0311801 | Time: 2478.1 ms [2022-04-08 16:11:47 main:574] : INFO : Epoch 1910 | loss: 0.0311321 | val_loss: 0.0311844 | Time: 2463.68 ms [2022-04-08 16:11:49 main:574] : INFO : Epoch 1911 | loss: 0.0311284 | val_loss: 0.0311871 | Time: 2481.59 ms [2022-04-08 16:11:52 main:574] : INFO : Epoch 1912 | loss: 0.0311293 | val_loss: 0.0311853 | Time: 2474.16 ms [2022-04-08 16:11:54 main:574] : INFO : Epoch 1913 | loss: 0.0311272 | val_loss: 0.0311803 | Time: 2485.99 ms [2022-04-08 16:11:57 main:574] : INFO : Epoch 1914 | loss: 0.0311262 | val_loss: 0.0311887 | Time: 2458.98 ms [2022-04-08 16:11:59 main:574] : INFO : Epoch 1915 | loss: 0.0311274 | val_loss: 0.0311904 | Time: 2485.02 ms [2022-04-08 16:12:02 main:574] : INFO : Epoch 1916 | loss: 0.0311284 | val_loss: 0.0311862 | Time: 2466.07 ms [2022-04-08 16:12:04 main:574] : INFO : Epoch 1917 | loss: 0.0311216 | val_loss: 0.0311836 | Time: 2455.25 ms [2022-04-08 16:12:06 main:574] : INFO : Epoch 1918 | loss: 0.0311331 | val_loss: 0.031193 | Time: 2466.97 ms [2022-04-08 16:12:09 main:574] : INFO : Epoch 1919 | loss: 0.03114 | val_loss: 0.0311794 | Time: 2478 ms [2022-04-08 16:12:11 main:574] : INFO : Epoch 1920 | loss: 0.0311296 | val_loss: 0.0311806 | Time: 2501.24 ms [2022-04-08 16:12:14 main:574] : INFO : Epoch 1921 | loss: 0.0311236 | val_loss: 0.031195 | Time: 2445.94 ms [2022-04-08 16:12:16 main:574] : INFO : Epoch 1922 | loss: 0.0311197 | val_loss: 0.0311868 | Time: 2469.92 ms [2022-04-08 16:12:19 main:574] : INFO : Epoch 1923 | loss: 0.0311204 | val_loss: 0.0311956 | Time: 2463.6 ms [2022-04-08 16:12:21 main:574] : INFO : Epoch 1924 | loss: 0.0311207 | val_loss: 0.0311953 | Time: 2466.44 ms [2022-04-08 16:12:24 main:574] : INFO : Epoch 1925 | loss: 0.0311151 | val_loss: 0.0311896 | Time: 2471.92 ms [2022-04-08 16:12:26 main:574] : INFO : Epoch 1926 | loss: 0.0311142 | val_loss: 0.0312044 | Time: 2480.27 ms [2022-04-08 16:12:29 main:574] : INFO : Epoch 1927 | loss: 0.0311166 | val_loss: 0.0312075 | Time: 2486.65 ms [2022-04-08 16:12:31 main:574] : INFO : Epoch 1928 | loss: 0.0311148 | val_loss: 0.031208 | Time: 2498.16 ms [2022-04-08 16:12:34 main:574] : INFO : Epoch 1929 | loss: 0.031127 | val_loss: 0.031195 | Time: 2479.14 ms [2022-04-08 16:12:36 main:574] : INFO : Epoch 1930 | loss: 0.0311154 | val_loss: 0.0311952 | Time: 2460.66 ms [2022-04-08 16:12:39 main:574] : INFO : Epoch 1931 | loss: 0.0311149 | val_loss: 0.0312211 | Time: 2462.18 ms [2022-04-08 16:12:41 main:574] : INFO : Epoch 1932 | loss: 0.0311117 | val_loss: 0.0311935 | Time: 2476.08 ms [2022-04-08 16:12:44 main:574] : INFO : Epoch 1933 | loss: 0.0311114 | val_loss: 0.0312036 | Time: 2454 ms [2022-04-08 16:12:46 main:574] : INFO : Epoch 1934 | loss: 0.0311126 | val_loss: 0.0312026 | Time: 2486.77 ms [2022-04-08 16:12:49 main:574] : INFO : Epoch 1935 | loss: 0.0311139 | val_loss: 0.031196 | Time: 2473.11 ms [2022-04-08 16:12:51 main:574] : INFO : Epoch 1936 | loss: 0.0311133 | val_loss: 0.0312038 | Time: 2463.31 ms [2022-04-08 16:12:54 main:574] : INFO : Epoch 1937 | loss: 0.031112 | val_loss: 0.0312085 | Time: 2473.54 ms [2022-04-08 16:12:56 main:574] : INFO : Epoch 1938 | loss: 0.0311081 | val_loss: 0.0311948 | Time: 2497.57 ms [2022-04-08 16:12:58 main:574] : INFO : Epoch 1939 | loss: 0.0311086 | val_loss: 0.0312068 | Time: 2492.19 ms [2022-04-08 16:13:01 main:574] : INFO : Epoch 1940 | loss: 0.0311098 | val_loss: 0.0312119 | Time: 2484.34 ms [2022-04-08 16:13:03 main:574] : INFO : Epoch 1941 | loss: 0.0311087 | val_loss: 0.0312061 | Time: 2496.04 ms [2022-04-08 16:13:06 main:574] : INFO : Epoch 1942 | loss: 0.0311065 | val_loss: 0.0312086 | Time: 2443.82 ms [2022-04-08 16:13:08 main:574] : INFO : Epoch 1943 | loss: 0.0311044 | val_loss: 0.0312068 | Time: 2489.8 ms [2022-04-08 16:13:11 main:574] : INFO : Epoch 1944 | loss: 0.0311078 | val_loss: 0.0311995 | Time: 2498.79 ms [2022-04-08 16:13:13 main:574] : INFO : Epoch 1945 | loss: 0.031112 | val_loss: 0.0312087 | Time: 2450.59 ms [2022-04-08 16:13:16 main:574] : INFO : Epoch 1946 | loss: 0.0311098 | val_loss: 0.0312002 | Time: 2446.9 ms [2022-04-08 16:13:18 main:574] : INFO : Epoch 1947 | loss: 0.0311098 | val_loss: 0.0312008 | Time: 2516.18 ms [2022-04-08 16:13:21 main:574] : INFO : Epoch 1948 | loss: 0.0311069 | val_loss: 0.0312065 | Time: 2470.24 ms [2022-04-08 16:13:23 main:574] : INFO : Epoch 1949 | loss: 0.0311037 | val_loss: 0.0312099 | Time: 2454.55 ms [2022-04-08 16:13:26 main:574] : INFO : Epoch 1950 | loss: 0.0311082 | val_loss: 0.0312009 | Time: 2476.16 ms [2022-04-08 16:13:28 main:574] : INFO : Epoch 1951 | loss: 0.0311038 | val_loss: 0.0312176 | Time: 2445.09 ms [2022-04-08 16:13:31 main:574] : INFO : Epoch 1952 | loss: 0.0311064 | val_loss: 0.0312097 | Time: 2460.98 ms [2022-04-08 16:13:33 main:574] : INFO : Epoch 1953 | loss: 0.0311077 | val_loss: 0.0311931 | Time: 2484.54 ms [2022-04-08 16:13:36 main:574] : INFO : Epoch 1954 | loss: 0.0311121 | val_loss: 0.0311963 | Time: 2500.42 ms [2022-04-08 16:13:38 main:574] : INFO : Epoch 1955 | loss: 0.031108 | val_loss: 0.0311945 | Time: 2464.3 ms [2022-04-08 16:13:41 main:574] : INFO : Epoch 1956 | loss: 0.0311046 | val_loss: 0.0311987 | Time: 2479.54 ms [2022-04-08 16:13:43 main:574] : INFO : Epoch 1957 | loss: 0.0311034 | val_loss: 0.0312119 | Time: 2490.35 ms [2022-04-08 16:13:46 main:574] : INFO : Epoch 1958 | loss: 0.031106 | val_loss: 0.0312155 | Time: 2504.91 ms [2022-04-08 16:13:48 main:574] : INFO : Epoch 1959 | loss: 0.0311116 | val_loss: 0.0311987 | Time: 2481.87 ms [2022-04-08 16:13:51 main:574] : INFO : Epoch 1960 | loss: 0.0311156 | val_loss: 0.0311986 | Time: 2490.61 ms [2022-04-08 16:13:53 main:574] : INFO : Epoch 1961 | loss: 0.0311047 | val_loss: 0.0312084 | Time: 2475.21 ms [2022-04-08 16:13:56 main:574] : INFO : Epoch 1962 | loss: 0.0311039 | val_loss: 0.0312012 | Time: 2490.93 ms [2022-04-08 16:13:58 main:574] : INFO : Epoch 1963 | loss: 0.0311051 | val_loss: 0.0312081 | Time: 2498.02 ms [2022-04-08 16:14:01 main:574] : INFO : Epoch 1964 | loss: 0.0311039 | val_loss: 0.0312168 | Time: 2489.26 ms [2022-04-08 16:14:03 main:574] : INFO : Epoch 1965 | loss: 0.0311102 | val_loss: 0.0312083 | Time: 2520.59 ms [2022-04-08 16:14:06 main:574] : INFO : Epoch 1966 | loss: 0.0311053 | val_loss: 0.0312061 | Time: 2455.82 ms [2022-04-08 16:14:08 main:574] : INFO : Epoch 1967 | loss: 0.0311079 | val_loss: 0.0312089 | Time: 2501.88 ms [2022-04-08 16:14:11 main:574] : INFO : Epoch 1968 | loss: 0.0311087 | val_loss: 0.0312002 | Time: 2498.11 ms [2022-04-08 16:14:13 main:574] : INFO : Epoch 1969 | loss: 0.0311045 | val_loss: 0.0312124 | Time: 2498.75 ms [2022-04-08 16:14:16 main:574] : INFO : Epoch 1970 | loss: 0.0311051 | val_loss: 0.0312104 | Time: 2473.28 ms [2022-04-08 16:14:18 main:574] : INFO : Epoch 1971 | loss: 0.0311027 | val_loss: 0.0312066 | Time: 2502.92 ms [2022-04-08 16:14:21 main:574] : INFO : Epoch 1972 | loss: 0.0310992 | val_loss: 0.0312053 | Time: 2485.43 ms [2022-04-08 16:14:23 main:574] : INFO : Epoch 1973 | loss: 0.0311011 | val_loss: 0.031208 | Time: 2496.41 ms [2022-04-08 16:14:25 main:574] : INFO : Epoch 1974 | loss: 0.0311036 | val_loss: 0.0312095 | Time: 2485.46 ms [2022-04-08 16:14:28 main:574] : INFO : Epoch 1975 | loss: 0.0310993 | val_loss: 0.0312043 | Time: 2481.92 ms [2022-04-08 16:14:31 main:574] : INFO : Epoch 1976 | loss: 0.0310969 | val_loss: 0.0311992 | Time: 2521.5 ms [2022-04-08 16:14:33 main:574] : INFO : Epoch 1977 | loss: 0.0310996 | val_loss: 0.0312086 | Time: 2477.72 ms [2022-04-08 16:14:35 main:574] : INFO : Epoch 1978 | loss: 0.0310983 | val_loss: 0.0312183 | Time: 2486.83 ms [2022-04-08 16:14:38 main:574] : INFO : Epoch 1979 | loss: 0.0310995 | val_loss: 0.0312024 | Time: 2515.35 ms [2022-04-08 16:14:40 main:574] : INFO : Epoch 1980 | loss: 0.0311008 | val_loss: 0.0312116 | Time: 2479.47 ms [2022-04-08 16:14:43 main:574] : INFO : Epoch 1981 | loss: 0.0310967 | val_loss: 0.0312107 | Time: 2452.58 ms [2022-04-08 16:14:45 main:574] : INFO : Epoch 1982 | loss: 0.0311023 | val_loss: 0.0312125 | Time: 2457.17 ms [2022-04-08 16:14:48 main:574] : INFO : Epoch 1983 | loss: 0.0311149 | val_loss: 0.0312018 | Time: 2489.98 ms [2022-04-08 16:14:50 main:574] : INFO : Epoch 1984 | loss: 0.0311159 | val_loss: 0.0312013 | Time: 2497.19 ms [2022-04-08 16:14:53 main:574] : INFO : Epoch 1985 | loss: 0.0311053 | val_loss: 0.0312034 | Time: 2483.14 ms [2022-04-08 16:14:55 main:574] : INFO : Epoch 1986 | loss: 0.0311002 | val_loss: 0.0312114 | Time: 2513.73 ms [2022-04-08 16:14:58 main:574] : INFO : Epoch 1987 | loss: 0.0311021 | val_loss: 0.0312079 | Time: 2507.2 ms [2022-04-08 16:15:00 main:574] : INFO : Epoch 1988 | loss: 0.0311017 | val_loss: 0.0312077 | Time: 2494.53 ms [2022-04-08 16:15:03 main:574] : INFO : Epoch 1989 | loss: 0.0311017 | val_loss: 0.0312081 | Time: 2501.1 ms [2022-04-08 16:15:05 main:574] : INFO : Epoch 1990 | loss: 0.0311047 | val_loss: 0.0312026 | Time: 2496.02 ms [2022-04-08 16:15:08 main:574] : INFO : Epoch 1991 | loss: 0.0311019 | val_loss: 0.0312161 | Time: 2487.56 ms [2022-04-08 16:15:10 main:574] : INFO : Epoch 1992 | loss: 0.0311021 | val_loss: 0.0312107 | Time: 2527.36 ms [2022-04-08 16:15:13 main:574] : INFO : Epoch 1993 | loss: 0.0311002 | val_loss: 0.0312213 | Time: 2479.74 ms [2022-04-08 16:15:15 main:574] : INFO : Epoch 1994 | loss: 0.0311102 | val_loss: 0.0312024 | Time: 2495.46 ms [2022-04-08 16:15:18 main:574] : INFO : Epoch 1995 | loss: 0.0311036 | val_loss: 0.031217 | Time: 2494.7 ms [2022-04-08 16:15:20 main:574] : INFO : Epoch 1996 | loss: 0.0311014 | val_loss: 0.0312105 | Time: 2484.21 ms [2022-04-08 16:15:23 main:574] : INFO : Epoch 1997 | loss: 0.0311006 | val_loss: 0.0312165 | Time: 2488.13 ms [2022-04-08 16:15:25 main:574] : INFO : Epoch 1998 | loss: 0.0310943 | val_loss: 0.0312081 | Time: 2467.47 ms [2022-04-08 16:15:28 main:574] : INFO : Epoch 1999 | loss: 0.0310931 | val_loss: 0.0312206 | Time: 2492.85 ms [2022-04-08 16:15:30 main:574] : INFO : Epoch 2000 | loss: 0.0310937 | val_loss: 0.0312111 | Time: 2486.9 ms [2022-04-08 16:15:33 main:574] : INFO : Epoch 2001 | loss: 0.0310943 | val_loss: 0.0312099 | Time: 2490.71 ms [2022-04-08 16:15:35 main:574] : INFO : Epoch 2002 | loss: 0.0311011 | val_loss: 0.0312296 | Time: 2515.04 ms [2022-04-08 16:15:38 main:574] : INFO : Epoch 2003 | loss: 0.0311012 | val_loss: 0.0312056 | Time: 2460.57 ms [2022-04-08 16:15:40 main:574] : INFO : Epoch 2004 | loss: 0.0310989 | val_loss: 0.0312073 | Time: 2498.82 ms [2022-04-08 16:15:43 main:574] : INFO : Epoch 2005 | loss: 0.0310988 | val_loss: 0.0312085 | Time: 2497.76 ms [2022-04-08 16:15:45 main:574] : INFO : Epoch 2006 | loss: 0.0310991 | val_loss: 0.0312297 | Time: 2480.45 ms [2022-04-08 16:15:48 main:574] : INFO : Epoch 2007 | loss: 0.0310982 | val_loss: 0.0312088 | Time: 2491.72 ms [2022-04-08 16:15:50 main:574] : INFO : Epoch 2008 | loss: 0.0311047 | val_loss: 0.0312161 | Time: 2493.4 ms [2022-04-08 16:15:53 main:574] : INFO : Epoch 2009 | loss: 0.0311047 | val_loss: 0.0312177 | Time: 2499.64 ms [2022-04-08 16:15:55 main:574] : INFO : Epoch 2010 | loss: 0.0311057 | val_loss: 0.0311918 | Time: 2499.48 ms [2022-04-08 16:15:58 main:574] : INFO : Epoch 2011 | loss: 0.0311042 | val_loss: 0.0312211 | Time: 2514.3 ms [2022-04-08 16:16:00 main:574] : INFO : Epoch 2012 | loss: 0.0310983 | val_loss: 0.0312143 | Time: 2468.02 ms [2022-04-08 16:16:03 main:574] : INFO : Epoch 2013 | loss: 0.0310982 | val_loss: 0.0312037 | Time: 2493.5 ms [2022-04-08 16:16:05 main:574] : INFO : Epoch 2014 | loss: 0.0310965 | val_loss: 0.0312254 | Time: 2468.11 ms [2022-04-08 16:16:08 main:574] : INFO : Epoch 2015 | loss: 0.031098 | val_loss: 0.0312113 | Time: 2485.53 ms [2022-04-08 16:16:10 main:574] : INFO : Epoch 2016 | loss: 0.0310964 | val_loss: 0.0312138 | Time: 2467.99 ms [2022-04-08 16:16:13 main:574] : INFO : Epoch 2017 | loss: 0.0310962 | val_loss: 0.0312125 | Time: 2456.61 ms [2022-04-08 16:16:15 main:574] : INFO : Epoch 2018 | loss: 0.0310975 | val_loss: 0.0312134 | Time: 2478.49 ms [2022-04-08 16:16:18 main:574] : INFO : Epoch 2019 | loss: 0.0310945 | val_loss: 0.0312014 | Time: 2505.36 ms [2022-04-08 16:16:20 main:574] : INFO : Epoch 2020 | loss: 0.0311002 | val_loss: 0.0312182 | Time: 2476.54 ms [2022-04-08 16:16:23 main:574] : INFO : Epoch 2021 | loss: 0.0310983 | val_loss: 0.0312038 | Time: 2470.43 ms [2022-04-08 16:16:25 main:574] : INFO : Epoch 2022 | loss: 0.0311103 | val_loss: 0.0312344 | Time: 2476.99 ms [2022-04-08 16:16:27 main:574] : INFO : Epoch 2023 | loss: 0.0311887 | val_loss: 0.0312387 | Time: 2451.53 ms [2022-04-08 16:16:30 main:574] : INFO : Epoch 2024 | loss: 0.0311198 | val_loss: 0.0312273 | Time: 2488.05 ms [2022-04-08 16:16:32 main:574] : INFO : Epoch 2025 | loss: 0.0310969 | val_loss: 0.0312189 | Time: 2493.46 ms [2022-04-08 16:16:35 main:574] : INFO : Epoch 2026 | loss: 0.0310912 | val_loss: 0.0312238 | Time: 2520.05 ms [2022-04-08 16:16:37 main:574] : INFO : Epoch 2027 | loss: 0.0310985 | val_loss: 0.0312055 | Time: 2500.86 ms [2022-04-08 16:16:40 main:574] : INFO : Epoch 2028 | loss: 0.0310953 | val_loss: 0.031206 | Time: 2465.05 ms [2022-04-08 16:16:42 main:574] : INFO : Epoch 2029 | loss: 0.0310962 | val_loss: 0.0312187 | Time: 2500.66 ms [2022-04-08 16:16:45 main:574] : INFO : Epoch 2030 | loss: 0.0310937 | val_loss: 0.0312198 | Time: 2520.71 ms [2022-04-08 16:16:48 main:574] : INFO : Epoch 2031 | loss: 0.0310928 | val_loss: 0.0312158 | Time: 2518.46 ms [2022-04-08 16:16:50 main:574] : INFO : Epoch 2032 | loss: 0.0310972 | val_loss: 0.031227 | Time: 2499.25 ms [2022-04-08 16:16:52 main:574] : INFO : Epoch 2033 | loss: 0.0310972 | val_loss: 0.0312244 | Time: 2477.86 ms [2022-04-08 16:16:55 main:574] : INFO : Epoch 2034 | loss: 0.0310986 | val_loss: 0.0312204 | Time: 2484.69 ms [2022-04-08 16:16:57 main:574] : INFO : Epoch 2035 | loss: 0.0310994 | val_loss: 0.031203 | Time: 2489.84 ms [2022-04-08 16:17:00 main:574] : INFO : Epoch 2036 | loss: 0.0311047 | val_loss: 0.0312025 | Time: 2462.33 ms [2022-04-08 16:17:02 main:574] : INFO : Epoch 2037 | loss: 0.0311053 | val_loss: 0.0312082 | Time: 2481.5 ms [2022-04-08 16:17:05 main:574] : INFO : Epoch 2038 | loss: 0.0311107 | val_loss: 0.0312044 | Time: 2490.8 ms [2022-04-08 16:17:07 main:574] : INFO : Epoch 2039 | loss: 0.031105 | val_loss: 0.0312021 | Time: 2513.53 ms [2022-04-08 16:17:10 main:574] : INFO : Epoch 2040 | loss: 0.0311041 | val_loss: 0.0312227 | Time: 2480.51 ms [2022-04-08 16:17:12 main:574] : INFO : Epoch 2041 | loss: 0.0311025 | val_loss: 0.0312203 | Time: 2503.84 ms [2022-04-08 16:17:15 main:574] : INFO : Epoch 2042 | loss: 0.0312053 | val_loss: 0.0312018 | Time: 2491.96 ms [2022-04-08 16:17:17 main:574] : INFO : Epoch 2043 | loss: 0.0311984 | val_loss: 0.0311907 | Time: 2476.64 ms [2022-04-08 16:17:20 main:574] : INFO : Epoch 2044 | loss: 0.0311861 | val_loss: 0.031179 | Time: 2502.59 ms [2022-04-08 16:17:22 main:574] : INFO : Epoch 2045 | loss: 0.0311788 | val_loss: 0.0311769 | Time: 2504.18 ms [2022-04-08 16:17:25 main:574] : INFO : Epoch 2046 | loss: 0.0311764 | val_loss: 0.0311747 | Time: 2478.24 ms [2022-04-08 16:17:27 main:574] : INFO : Epoch 2047 | loss: 0.0311735 | val_loss: 0.0311758 | Time: 2469.05 ms [2022-04-08 16:17:30 main:574] : INFO : Epoch 2048 | loss: 0.031172 | val_loss: 0.0311723 | Time: 2495.92 ms [2022-04-08 16:17:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311723 [2022-04-08 16:17:30 main:603] : INFO : Saving end state to config to file [2022-04-08 16:17:30 main:608] : INFO : Success, exiting.. 16:17:30 (8912): 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)