Task 14250639
| Name | ParityModified-1647049147-23287-3-0_0 |
| Workunit | 11307720 |
| Created | 2 Apr 2022, 13:52:39 UTC |
| Sent | 10 Apr 2022, 11:36:44 UTC |
| Report deadline | 18 Apr 2022, 11:36:44 UTC |
| Received | 11 Apr 2022, 14:23:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21690 |
| Run time | 2 hours 55 min 47 sec |
| CPU time | 1 hours 38 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,433.61 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.62 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311371 | val_loss: 0.0311611 | Time: 1928.78 ms
[2022-04-11 21:58:14 main:574] : INFO : Epoch 1543 | loss: 0.031137 | val_loss: 0.0311642 | Time: 1983.34 ms
[2022-04-11 21:58:16 main:574] : INFO : Epoch 1544 | loss: 0.0311383 | val_loss: 0.0311645 | Time: 1906.29 ms
[2022-04-11 21:58:18 main:574] : INFO : Epoch 1545 | loss: 0.0311374 | val_loss: 0.031163 | Time: 1927.94 ms
[2022-04-11 21:58:20 main:574] : INFO : Epoch 1546 | loss: 0.0311365 | val_loss: 0.0311619 | Time: 1917.51 ms
[2022-04-11 21:58:22 main:574] : INFO : Epoch 1547 | loss: 0.0311372 | val_loss: 0.0311659 | Time: 1868.26 ms
[2022-04-11 21:58:24 main:574] : INFO : Epoch 1548 | loss: 0.0311401 | val_loss: 0.031165 | Time: 1904.7 ms
[2022-04-11 21:58:26 main:574] : INFO : Epoch 1549 | loss: 0.0311416 | val_loss: 0.0311629 | Time: 1954.71 ms
[2022-04-11 21:58:29 main:574] : INFO : Epoch 1550 | loss: 0.0311439 | val_loss: 0.0311621 | Time: 1973.17 ms
[2022-04-11 21:58:30 main:574] : INFO : Epoch 1551 | loss: 0.0311429 | val_loss: 0.0311671 | Time: 1838.26 ms
[2022-04-11 21:58:33 main:574] : INFO : Epoch 1552 | loss: 0.0311423 | val_loss: 0.0311634 | Time: 1965.26 ms
[2022-04-11 21:58:35 main:574] : INFO : Epoch 1553 | loss: 0.0311402 | val_loss: 0.0311655 | Time: 1988 ms
[2022-04-11 21:58:37 main:574] : INFO : Epoch 1554 | loss: 0.0311431 | val_loss: 0.0311656 | Time: 1980.3 ms
[2022-04-11 21:58:39 main:574] : INFO : Epoch 1555 | loss: 0.0311429 | val_loss: 0.031166 | Time: 1961.6 ms
[2022-04-11 21:58:41 main:574] : INFO : Epoch 1556 | loss: 0.0311445 | val_loss: 0.0311682 | Time: 1982.74 ms
[2022-04-11 21:58:43 main:574] : INFO : Epoch 1557 | loss: 0.0311415 | val_loss: 0.0311648 | Time: 1965.47 ms
[2022-04-11 21:58:46 main:574] : INFO : Epoch 1558 | loss: 0.0311399 | val_loss: 0.031165 | Time: 2458.05 ms
[2022-04-11 21:58:48 main:574] : INFO : Epoch 1559 | loss: 0.031139 | val_loss: 0.0311618 | Time: 2454.93 ms
[2022-04-11 21:58:52 main:574] : INFO : Epoch 1560 | loss: 0.0311409 | val_loss: 0.0311669 | Time: 2680.96 ms
[2022-04-11 21:58:55 main:574] : INFO : Epoch 1561 | loss: 0.0311439 | val_loss: 0.0311658 | Time: 2527.81 ms
[2022-04-11 21:58:59 main:574] : INFO : Epoch 1562 | loss: 0.0311415 | val_loss: 0.0311673 | Time: 2563.44 ms
[2022-04-11 21:59:01 main:574] : INFO : Epoch 1563 | loss: 0.0311408 | val_loss: 0.031165 | Time: 2432.95 ms
[2022-04-11 21:59:04 main:574] : INFO : Epoch 1564 | loss: 0.03114 | val_loss: 0.0311671 | Time: 2594.75 ms
[2022-04-11 21:59:07 main:574] : INFO : Epoch 1565 | loss: 0.0311397 | val_loss: 0.0311683 | Time: 2449.49 ms
[2022-04-11 21:59:10 main:574] : INFO : Epoch 1566 | loss: 0.0311402 | val_loss: 0.0311662 | Time: 2471.78 ms
[2022-04-11 21:59:12 main:574] : INFO : Epoch 1567 | loss: 0.0311407 | val_loss: 0.0311714 | Time: 2343.18 ms
[2022-04-11 21:59:15 main:574] : INFO : Epoch 1568 | loss: 0.0311401 | val_loss: 0.0311633 | Time: 2460.07 ms
[2022-04-11 21:59:17 main:574] : INFO : Epoch 1569 | loss: 0.0311391 | val_loss: 0.031168 | Time: 2534.2 ms
[2022-04-11 21:59:20 main:574] : INFO : Epoch 1570 | loss: 0.0311385 | val_loss: 0.0311646 | Time: 2489.8 ms
[2022-04-11 21:59:23 main:574] : INFO : Epoch 1571 | loss: 0.031141 | val_loss: 0.0311646 | Time: 2441.18 ms
[2022-04-11 21:59:26 main:574] : INFO : Epoch 1572 | loss: 0.0311391 | val_loss: 0.0311653 | Time: 2381.18 ms
[2022-04-11 21:59:29 main:574] : INFO : Epoch 1573 | loss: 0.0311402 | val_loss: 0.0311652 | Time: 2422.93 ms
[2022-04-11 21:59:32 main:574] : INFO : Epoch 1574 | loss: 0.0311418 | val_loss: 0.0311655 | Time: 2328.32 ms
[2022-04-11 21:59:35 main:574] : INFO : Epoch 1575 | loss: 0.0311422 | val_loss: 0.0311665 | Time: 2568.16 ms
[2022-04-11 21:59:38 main:574] : INFO : Epoch 1576 | loss: 0.031141 | val_loss: 0.0311651 | Time: 2379.84 ms
[2022-04-11 21:59:41 main:574] : INFO : Epoch 1577 | loss: 0.0311401 | val_loss: 0.0311676 | Time: 2510.03 ms
[2022-04-11 21:59:44 main:574] : INFO : Epoch 1578 | loss: 0.0311384 | val_loss: 0.0311652 | Time: 2425.95 ms
[2022-04-11 21:59:48 main:574] : INFO : Epoch 1579 | loss: 0.0311379 | val_loss: 0.0311678 | Time: 2486.84 ms
[2022-04-11 21:59:51 main:574] : INFO : Epoch 1580 | loss: 0.0311377 | val_loss: 0.0311659 | Time: 2380.06 ms
[2022-04-11 21:59:54 main:574] : INFO : Epoch 1581 | loss: 0.0311381 | val_loss: 0.0311681 | Time: 2350.48 ms
[2022-04-11 21:59:57 main:574] : INFO : Epoch 1582 | loss: 0.0311378 | val_loss: 0.031166 | Time: 2620.49 ms
[2022-04-11 22:00:00 main:574] : INFO : Epoch 1583 | loss: 0.0311375 | val_loss: 0.0311664 | Time: 2402.25 ms
[2022-04-11 22:00:04 main:574] : INFO : Epoch 1584 | loss: 0.0311373 | val_loss: 0.0311648 | Time: 2672.82 ms
[2022-04-11 22:00:07 main:574] : INFO : Epoch 1585 | loss: 0.031139 | val_loss: 0.0311671 | Time: 2524.72 ms
[2022-04-11 22:00:09 main:574] : INFO : Epoch 1586 | loss: 0.0311377 | val_loss: 0.0311629 | Time: 2331.22 ms
[2022-04-11 22:00:13 main:574] : INFO : Epoch 1587 | loss: 0.0311355 | val_loss: 0.0311626 | Time: 2500.53 ms
[2022-04-11 22:00:16 main:574] : INFO : Epoch 1588 | loss: 0.0311384 | val_loss: 0.0311692 | Time: 2537.98 ms
[2022-04-11 22:00:19 main:574] : INFO : Epoch 1589 | loss: 0.0311412 | val_loss: 0.031166 | Time: 2524.69 ms
[2022-04-11 22:00:22 main:574] : INFO : Epoch 1590 | loss: 0.0311396 | val_loss: 0.0311647 | Time: 2322.57 ms
[2022-04-11 22:00:26 main:574] : INFO : Epoch 1591 | loss: 0.0311372 | val_loss: 0.0311655 | Time: 2480.84 ms
[2022-04-11 22:00:29 main:574] : INFO : Epoch 1592 | loss: 0.0311364 | val_loss: 0.0311708 | Time: 2509.93 ms
[2022-04-11 22:00:33 main:574] : INFO : Epoch 1593 | loss: 0.0311373 | val_loss: 0.0311656 | Time: 2522.53 ms
[2022-04-11 22:00:35 main:574] : INFO : Epoch 1594 | loss: 0.0311388 | val_loss: 0.0311698 | Time: 2349.59 ms
[2022-04-11 22:00:38 main:574] : INFO : Epoch 1595 | loss: 0.0311398 | val_loss: 0.0311667 | Time: 2413.41 ms
[2022-04-11 22:00:41 main:574] : INFO : Epoch 1596 | loss: 0.0311386 | val_loss: 0.0311669 | Time: 2302.79 ms
[2022-04-11 22:00:45 main:574] : INFO : Epoch 1597 | loss: 0.031138 | val_loss: 0.0311687 | Time: 2650.89 ms
[2022-04-11 22:00:48 main:574] : INFO : Epoch 1598 | loss: 0.0311391 | val_loss: 0.0311664 | Time: 2599.76 ms
[2022-04-11 22:00:51 main:574] : INFO : Epoch 1599 | loss: 0.0311389 | val_loss: 0.0311689 | Time: 2502.93 ms
[2022-04-11 22:00:55 main:574] : INFO : Epoch 1600 | loss: 0.031136 | val_loss: 0.031167 | Time: 2503.5 ms
[2022-04-11 22:00:58 main:574] : INFO : Epoch 1601 | loss: 0.0311378 | val_loss: 0.0311657 | Time: 2620.29 ms
[2022-04-11 22:01:01 main:574] : INFO : Epoch 1602 | loss: 0.0311386 | val_loss: 0.0311682 | Time: 2279.98 ms
[2022-04-11 22:01:04 main:574] : INFO : Epoch 1603 | loss: 0.03114 | val_loss: 0.031171 | Time: 2595.62 ms
[2022-04-11 22:01:08 main:574] : INFO : Epoch 1604 | loss: 0.0311371 | val_loss: 0.0311658 | Time: 2326.5 ms
[2022-04-11 22:01:11 main:574] : INFO : Epoch 1605 | loss: 0.0311376 | val_loss: 0.0311697 | Time: 2700.96 ms
[2022-04-11 22:01:14 main:574] : INFO : Epoch 1606 | loss: 0.0311382 | val_loss: 0.0311655 | Time: 2706.09 ms
[2022-04-11 22:01:18 main:574] : INFO : Epoch 1607 | loss: 0.0311379 | val_loss: 0.0311681 | Time: 2548.57 ms
[2022-04-11 22:01:22 main:574] : INFO : Epoch 1608 | loss: 0.0311421 | val_loss: 0.0311643 | Time: 2623.51 ms
[2022-04-11 22:01:25 main:574] : INFO : Epoch 1609 | loss: 0.031148 | val_loss: 0.0311662 | Time: 2329.77 ms
[2022-04-11 22:01:28 main:574] : INFO : Epoch 1610 | loss: 0.0311467 | val_loss: 0.0311627 | Time: 2553.87 ms
[2022-04-11 22:01:31 main:574] : INFO : Epoch 1611 | loss: 0.0311448 | val_loss: 0.0311652 | Time: 2757.25 ms
[2022-04-11 22:01:35 main:574] : INFO : Epoch 1612 | loss: 0.0311435 | val_loss: 0.0311644 | Time: 2661.96 ms
[2022-04-11 22:01:38 main:574] : INFO : Epoch 1613 | loss: 0.0311418 | val_loss: 0.0311614 | Time: 2434.02 ms
[2022-04-11 22:01:41 main:574] : INFO : Epoch 1614 | loss: 0.0311438 | val_loss: 0.0311606 | Time: 2389.35 ms
[2022-04-11 22:01:45 main:574] : INFO : Epoch 1615 | loss: 0.0311443 | val_loss: 0.0311626 | Time: 2498.45 ms
[2022-04-11 22:01:48 main:574] : INFO : Epoch 1616 | loss: 0.031144 | val_loss: 0.0311612 | Time: 2519.29 ms
[2022-04-11 22:01:52 main:574] : INFO : Epoch 1617 | loss: 0.0311417 | val_loss: 0.0311648 | Time: 2591.75 ms
[2022-04-11 22:01:55 main:574] : INFO : Epoch 1618 | loss: 0.0311415 | val_loss: 0.0311644 | Time: 2465.67 ms
[2022-04-11 22:01:59 main:574] : INFO : Epoch 1619 | loss: 0.0311414 | val_loss: 0.0311639 | Time: 2698.51 ms
[2022-04-11 22:02:02 main:574] : INFO : Epoch 1620 | loss: 0.0311421 | val_loss: 0.0311677 | Time: 2415.67 ms
[2022-04-11 22:02:05 main:574] : INFO : Epoch 1621 | loss: 0.0311398 | val_loss: 0.0311664 | Time: 2634.4 ms
[2022-04-11 22:02:09 main:574] : INFO : Epoch 1622 | loss: 0.0311382 | val_loss: 0.0311651 | Time: 2499.5 ms
[2022-04-11 22:02:12 main:574] : INFO : Epoch 1623 | loss: 0.0311395 | val_loss: 0.0311651 | Time: 2443.28 ms
[2022-04-11 22:02:15 main:574] : INFO : Epoch 1624 | loss: 0.0311396 | val_loss: 0.0311649 | Time: 2468.06 ms
[2022-04-11 22:02:19 main:574] : INFO : Epoch 1625 | loss: 0.0311387 | val_loss: 0.0311664 | Time: 2605.39 ms
[2022-04-11 22:02:22 main:574] : INFO : Epoch 1626 | loss: 0.0311408 | val_loss: 0.031167 | Time: 2572.97 ms
[2022-04-11 22:02:26 main:574] : INFO : Epoch 1627 | loss: 0.0311389 | val_loss: 0.0311641 | Time: 2518.16 ms
[2022-04-11 22:02:29 main:574] : INFO : Epoch 1628 | loss: 0.0311395 | val_loss: 0.0311695 | Time: 2472.6 ms
[2022-04-11 22:02:32 main:574] : INFO : Epoch 1629 | loss: 0.0311395 | val_loss: 0.0311651 | Time: 2706.03 ms
[2022-04-11 22:02:36 main:574] : INFO : Epoch 1630 | loss: 0.0311391 | val_loss: 0.0311651 | Time: 2622.04 ms
[2022-04-11 22:02:39 main:574] : INFO : Epoch 1631 | loss: 0.0311391 | val_loss: 0.0311642 | Time: 2683.97 ms
[2022-04-11 22:02:43 main:574] : INFO : Epoch 1632 | loss: 0.0311387 | val_loss: 0.0311703 | Time: 2658.94 ms
[2022-04-11 22:02:46 main:574] : INFO : Epoch 1633 | loss: 0.0311407 | val_loss: 0.0311663 | Time: 2523.41 ms
[2022-04-11 22:02:50 main:574] : INFO : Epoch 1634 | loss: 0.0311382 | val_loss: 0.0311667 | Time: 2568.67 ms
[2022-04-11 22:02:53 main:574] : INFO : Epoch 1635 | loss: 0.0311404 | val_loss: 0.0311664 | Time: 2671.75 ms
[2022-04-11 22:02:57 main:574] : INFO : Epoch 1636 | loss: 0.0311474 | val_loss: 0.0311673 | Time: 2915.21 ms
[2022-04-11 22:03:00 main:574] : INFO : Epoch 1637 | loss: 0.0311461 | val_loss: 0.0311647 | Time: 2528.87 ms
[2022-04-11 22:03:04 main:574] : INFO : Epoch 1638 | loss: 0.0311449 | val_loss: 0.0311682 | Time: 2572.36 ms
[2022-04-11 22:03:06 main:574] : INFO : Epoch 1639 | loss: 0.031143 | val_loss: 0.0311697 | Time: 2460.61 ms
[2022-04-11 22:03:10 main:574] : INFO : Epoch 1640 | loss: 0.0311423 | val_loss: 0.0311682 | Time: 2731.2 ms
[2022-04-11 22:03:13 main:574] : INFO : Epoch 1641 | loss: 0.0311403 | val_loss: 0.0311677 | Time: 2644.4 ms
[2022-04-11 22:03:16 main:574] : INFO : Epoch 1642 | loss: 0.0311395 | val_loss: 0.0311721 | Time: 2342.71 ms
[2022-04-11 22:03:20 main:574] : INFO : Epoch 1643 | loss: 0.0311389 | val_loss: 0.0311673 | Time: 2561.04 ms
[2022-04-11 22:03:23 main:574] : INFO : Epoch 1644 | loss: 0.0311397 | val_loss: 0.0311671 | Time: 2380.89 ms
[2022-04-11 22:03:26 main:574] : INFO : Epoch 1645 | loss: 0.0311399 | val_loss: 0.0311709 | Time: 2510.63 ms
[2022-04-11 22:03:29 main:574] : INFO : Epoch 1646 | loss: 0.0311403 | val_loss: 0.0311673 | Time: 2601.06 ms
[2022-04-11 22:03:33 main:574] : INFO : Epoch 1647 | loss: 0.0311381 | val_loss: 0.0311652 | Time: 2683.53 ms
[2022-04-11 22:03:37 main:574] : INFO : Epoch 1648 | loss: 0.0311376 | val_loss: 0.0311714 | Time: 2395.36 ms
[2022-04-11 22:03:40 main:574] : INFO : Epoch 1649 | loss: 0.0311411 | val_loss: 0.0311674 | Time: 2356.71 ms
[2022-04-11 22:03:43 main:574] : INFO : Epoch 1650 | loss: 0.0311439 | val_loss: 0.0311655 | Time: 2419.69 ms
[2022-04-11 22:03:47 main:574] : INFO : Epoch 1651 | loss: 0.031144 | val_loss: 0.0311671 | Time: 2454.41 ms
[2022-04-11 22:03:50 main:574] : INFO : Epoch 1652 | loss: 0.0311414 | val_loss: 0.0311701 | Time: 2494.21 ms
[2022-04-11 22:03:53 main:574] : INFO : Epoch 1653 | loss: 0.031143 | val_loss: 0.0311695 | Time: 2499.03 ms
[2022-04-11 22:03:56 main:574] : INFO : Epoch 1654 | loss: 0.031138 | val_loss: 0.0311663 | Time: 2442.52 ms
[2022-04-11 22:03:59 main:574] : INFO : Epoch 1655 | loss: 0.0311392 | val_loss: 0.0311668 | Time: 2299.86 ms
[2022-04-11 22:04:03 main:574] : INFO : Epoch 1656 | loss: 0.0311403 | val_loss: 0.0311642 | Time: 2545.42 ms
[2022-04-11 22:04:06 main:574] : INFO : Epoch 1657 | loss: 0.0311382 | val_loss: 0.0311684 | Time: 2397.63 ms
[2022-04-11 22:04:08 main:574] : INFO : Epoch 1658 | loss: 0.0311395 | val_loss: 0.0311656 | Time: 2353.32 ms
[2022-04-11 22:04:11 main:574] : INFO : Epoch 1659 | loss: 0.0311396 | val_loss: 0.0311666 | Time: 2399.51 ms
[2022-04-11 22:04:15 main:574] : INFO : Epoch 1660 | loss: 0.0311373 | val_loss: 0.0311672 | Time: 2497.38 ms
[2022-04-11 22:04:18 main:574] : INFO : Epoch 1661 | loss: 0.0311377 | val_loss: 0.0311677 | Time: 2318.34 ms
[2022-04-11 22:04:21 main:574] : INFO : Epoch 1662 | loss: 0.0311406 | val_loss: 0.0311721 | Time: 2534.14 ms
[2022-04-11 22:04:24 main:574] : INFO : Epoch 1663 | loss: 0.0311417 | val_loss: 0.0311756 | Time: 2034.32 ms
[2022-04-11 22:04:27 main:574] : INFO : Epoch 1664 | loss: 0.0311499 | val_loss: 0.0311711 | Time: 2303 ms
[2022-04-11 22:04:30 main:574] : INFO : Epoch 1665 | loss: 0.0311432 | val_loss: 0.0311791 | Time: 2347.02 ms
[2022-04-11 22:04:33 main:574] : INFO : Epoch 1666 | loss: 0.0311394 | val_loss: 0.0311674 | Time: 2316.12 ms
[2022-04-11 22:04:36 main:574] : INFO : Epoch 1667 | loss: 0.0311392 | val_loss: 0.0311669 | Time: 2304.44 ms
[2022-04-11 22:04:40 main:574] : INFO : Epoch 1668 | loss: 0.031139 | val_loss: 0.0311654 | Time: 2379.87 ms
[2022-04-11 22:04:43 main:574] : INFO : Epoch 1669 | loss: 0.0311419 | val_loss: 0.0311682 | Time: 2442.46 ms
[2022-04-11 22:04:46 main:574] : INFO : Epoch 1670 | loss: 0.0311406 | val_loss: 0.0311713 | Time: 2363.48 ms
[2022-04-11 22:04:49 main:574] : INFO : Epoch 1671 | loss: 0.0311403 | val_loss: 0.0311678 | Time: 2277.39 ms
[2022-04-11 22:04:52 main:574] : INFO : Epoch 1672 | loss: 0.0311371 | val_loss: 0.0311671 | Time: 2455.81 ms
[2022-04-11 22:04:55 main:574] : INFO : Epoch 1673 | loss: 0.0311395 | val_loss: 0.0311663 | Time: 2405.17 ms
[2022-04-11 22:04:59 main:574] : INFO : Epoch 1674 | loss: 0.031137 | val_loss: 0.0311658 | Time: 2457.9 ms
[2022-04-11 22:05:02 main:574] : INFO : Epoch 1675 | loss: 0.0311347 | val_loss: 0.0311672 | Time: 2432.22 ms
[2022-04-11 22:05:05 main:574] : INFO : Epoch 1676 | loss: 0.0311366 | val_loss: 0.0311645 | Time: 2427.23 ms
[2022-04-11 22:05:08 main:574] : INFO : Epoch 1677 | loss: 0.0311371 | val_loss: 0.0311708 | Time: 2235.63 ms
[2022-04-11 22:05:11 main:574] : INFO : Epoch 1678 | loss: 0.0311362 | val_loss: 0.0311658 | Time: 2354.57 ms
[2022-04-11 22:05:14 main:574] : INFO : Epoch 1679 | loss: 0.0311426 | val_loss: 0.0311697 | Time: 2279.77 ms
[2022-04-11 22:05:17 main:574] : INFO : Epoch 1680 | loss: 0.0311448 | val_loss: 0.0311632 | Time: 2455.9 ms
[2022-04-11 22:05:21 main:574] : INFO : Epoch 1681 | loss: 0.0311411 | val_loss: 0.0311657 | Time: 2547.45 ms
[2022-04-11 22:05:24 main:574] : INFO : Epoch 1682 | loss: 0.0311382 | val_loss: 0.0311659 | Time: 2465.53 ms
[2022-04-11 22:05:28 main:574] : INFO : Epoch 1683 | loss: 0.0311379 | val_loss: 0.0311618 | Time: 2398.57 ms
[2022-04-11 22:05:31 main:574] : INFO : Epoch 1684 | loss: 0.0311374 | val_loss: 0.0311653 | Time: 2443.75 ms
[2022-04-11 22:05:34 main:574] : INFO : Epoch 1685 | loss: 0.0311365 | val_loss: 0.031164 | Time: 2273.49 ms
[2022-04-11 22:05:37 main:574] : INFO : Epoch 1686 | loss: 0.0311358 | val_loss: 0.0311625 | Time: 2326.99 ms
[2022-04-11 22:05:41 main:574] : INFO : Epoch 1687 | loss: 0.0311384 | val_loss: 0.0311617 | Time: 2487.68 ms
[2022-04-11 22:05:44 main:574] : INFO : Epoch 1688 | loss: 0.0311401 | val_loss: 0.031165 | Time: 2441.51 ms
[2022-04-11 22:05:47 main:574] : INFO : Epoch 1689 | loss: 0.0311379 | val_loss: 0.0311641 | Time: 2611.89 ms
[2022-04-11 22:05:51 main:574] : INFO : Epoch 1690 | loss: 0.031138 | val_loss: 0.0311653 | Time: 2476.69 ms
[2022-04-11 22:05:54 main:574] : INFO : Epoch 1691 | loss: 0.031137 | val_loss: 0.0311661 | Time: 2472.62 ms
[2022-04-11 22:05:57 main:574] : INFO : Epoch 1692 | loss: 0.0311401 | val_loss: 0.031164 | Time: 2368.17 ms
[2022-04-11 22:06:00 main:574] : INFO : Epoch 1693 | loss: 0.0311378 | val_loss: 0.031166 | Time: 2649.98 ms
[2022-04-11 22:06:04 main:574] : INFO : Epoch 1694 | loss: 0.0311374 | val_loss: 0.0311673 | Time: 2450.78 ms
[2022-04-11 22:06:07 main:574] : INFO : Epoch 1695 | loss: 0.0311372 | val_loss: 0.0311659 | Time: 2464.37 ms
[2022-04-11 22:06:10 main:574] : INFO : Epoch 1696 | loss: 0.0311357 | val_loss: 0.0311644 | Time: 2327.59 ms
[2022-04-11 22:06:12 main:574] : INFO : Epoch 1697 | loss: 0.0311361 | val_loss: 0.0311634 | Time: 2115.97 ms
[2022-04-11 22:06:16 main:574] : INFO : Epoch 1698 | loss: 0.0311356 | val_loss: 0.0311655 | Time: 2485.19 ms
[2022-04-11 22:06:20 main:574] : INFO : Epoch 1699 | loss: 0.031134 | val_loss: 0.0311677 | Time: 2555.04 ms
[2022-04-11 22:06:23 main:574] : INFO : Epoch 1700 | loss: 0.0311334 | val_loss: 0.0311735 | Time: 2445.96 ms
[2022-04-11 22:06:26 main:574] : INFO : Epoch 1701 | loss: 0.0311358 | val_loss: 0.0311721 | Time: 2541.87 ms
[2022-04-11 22:06:29 main:574] : INFO : Epoch 1702 | loss: 0.031136 | val_loss: 0.0311659 | Time: 2364.27 ms
[2022-04-11 22:06:33 main:574] : INFO : Epoch 1703 | loss: 0.0311366 | val_loss: 0.0311664 | Time: 2575.35 ms
[2022-04-11 22:06:36 main:574] : INFO : Epoch 1704 | loss: 0.0311361 | val_loss: 0.0311673 | Time: 2381.53 ms
[2022-04-11 22:06:40 main:574] : INFO : Epoch 1705 | loss: 0.0311355 | val_loss: 0.031169 | Time: 2399.23 ms
[2022-04-11 22:06:43 main:574] : INFO : Epoch 1706 | loss: 0.0311346 | val_loss: 0.031169 | Time: 2241.52 ms
[2022-04-11 22:06:46 main:574] : INFO : Epoch 1707 | loss: 0.0311369 | val_loss: 0.0311664 | Time: 2397.8 ms
[2022-04-11 22:06:49 main:574] : INFO : Epoch 1708 | loss: 0.0311396 | val_loss: 0.0311667 | Time: 2428.67 ms
[2022-04-11 22:06:52 main:574] : INFO : Epoch 1709 | loss: 0.0311403 | val_loss: 0.0311676 | Time: 2333.23 ms
[2022-04-11 22:06:55 main:574] : INFO : Epoch 1710 | loss: 0.0311397 | val_loss: 0.0311633 | Time: 2484.43 ms
[2022-04-11 22:06:58 main:574] : INFO : Epoch 1711 | loss: 0.0311395 | val_loss: 0.0311653 | Time: 2457.48 ms
[2022-04-11 22:07:01 main:574] : INFO : Epoch 1712 | loss: 0.0311372 | val_loss: 0.0311644 | Time: 2258.65 ms
[2022-04-11 22:07:04 main:574] : INFO : Epoch 1713 | loss: 0.0311368 | val_loss: 0.0311664 | Time: 2453.84 ms
[2022-04-11 22:07:08 main:574] : INFO : Epoch 1714 | loss: 0.0311363 | val_loss: 0.031165 | Time: 2548.39 ms
[2022-04-11 22:07:11 main:574] : INFO : Epoch 1715 | loss: 0.0311352 | val_loss: 0.0311716 | Time: 2457.87 ms
[2022-04-11 22:07:14 main:574] : INFO : Epoch 1716 | loss: 0.0311375 | val_loss: 0.0311643 | Time: 2266.19 ms
[2022-04-11 22:07:18 main:574] : INFO : Epoch 1717 | loss: 0.0311333 | val_loss: 0.0311692 | Time: 2522.87 ms
[2022-04-11 22:07:21 main:574] : INFO : Epoch 1718 | loss: 0.0311347 | val_loss: 0.0311677 | Time: 2479.02 ms
[2022-04-11 22:07:24 main:574] : INFO : Epoch 1719 | loss: 0.0311345 | val_loss: 0.0311756 | Time: 2659.79 ms
[2022-04-11 22:07:28 main:574] : INFO : Epoch 1720 | loss: 0.0311362 | val_loss: 0.0311685 | Time: 2611.82 ms
[2022-04-11 22:07:31 main:574] : INFO : Epoch 1721 | loss: 0.0311333 | val_loss: 0.0311685 | Time: 2266.42 ms
[2022-04-11 22:07:34 main:574] : INFO : Epoch 1722 | loss: 0.0311339 | val_loss: 0.0311708 | Time: 2410.37 ms
[2022-04-11 22:07:37 main:574] : INFO : Epoch 1723 | loss: 0.0311334 | val_loss: 0.0311694 | Time: 2425.2 ms
[2022-04-11 22:07:40 main:574] : INFO : Epoch 1724 | loss: 0.0311343 | val_loss: 0.0311709 | Time: 2306.21 ms
[2022-04-11 22:07:43 main:574] : INFO : Epoch 1725 | loss: 0.0311336 | val_loss: 0.0311671 | Time: 2552.16 ms
[2022-04-11 22:07:47 main:574] : INFO : Epoch 1726 | loss: 0.0311349 | val_loss: 0.0311702 | Time: 2576.91 ms
[2022-04-11 22:07:50 main:574] : INFO : Epoch 1727 | loss: 0.0311344 | val_loss: 0.031168 | Time: 2391.67 ms
[2022-04-11 22:07:53 main:574] : INFO : Epoch 1728 | loss: 0.0311364 | val_loss: 0.0311637 | Time: 2387.15 ms
[2022-04-11 22:07:56 main:574] : INFO : Epoch 1729 | loss: 0.0311414 | val_loss: 0.0311656 | Time: 2388.03 ms
[2022-04-11 22:07:59 main:574] : INFO : Epoch 1730 | loss: 0.0311371 | val_loss: 0.0311626 | Time: 2490.96 ms
[2022-04-11 22:08:02 main:574] : INFO : Epoch 1731 | loss: 0.0311362 | val_loss: 0.0311615 | Time: 2316.95 ms
[2022-04-11 22:08:05 main:574] : INFO : Epoch 1732 | loss: 0.031134 | val_loss: 0.0311665 | Time: 2417.37 ms
[2022-04-11 22:08:09 main:574] : INFO : Epoch 1733 | loss: 0.0311355 | val_loss: 0.0311637 | Time: 2443.74 ms
[2022-04-11 22:08:12 main:574] : INFO : Epoch 1734 | loss: 0.0311337 | val_loss: 0.031166 | Time: 2408.26 ms
[2022-04-11 22:08:15 main:574] : INFO : Epoch 1735 | loss: 0.0311356 | val_loss: 0.0311678 | Time: 2420.53 ms
[2022-04-11 22:08:17 main:574] : INFO : Epoch 1736 | loss: 0.0311334 | val_loss: 0.0311713 | Time: 2420.41 ms
[2022-04-11 22:08:21 main:574] : INFO : Epoch 1737 | loss: 0.0311332 | val_loss: 0.0311689 | Time: 2341.01 ms
[2022-04-11 22:08:24 main:574] : INFO : Epoch 1738 | loss: 0.0311323 | val_loss: 0.0311659 | Time: 2301.57 ms
[2022-04-11 22:08:27 main:574] : INFO : Epoch 1739 | loss: 0.031132 | val_loss: 0.0311658 | Time: 2360.58 ms
[2022-04-11 22:08:30 main:574] : INFO : Epoch 1740 | loss: 0.0311338 | val_loss: 0.0311621 | Time: 2499.85 ms
[2022-04-11 22:08:34 main:574] : INFO : Epoch 1741 | loss: 0.0311332 | val_loss: 0.0311676 | Time: 2423.96 ms
[2022-04-11 22:08:37 main:574] : INFO : Epoch 1742 | loss: 0.0311345 | val_loss: 0.0311692 | Time: 2373.76 ms
[2022-04-11 22:08:40 main:574] : INFO : Epoch 1743 | loss: 0.0311359 | val_loss: 0.0311698 | Time: 2439.56 ms
[2022-04-11 22:08:43 main:574] : INFO : Epoch 1744 | loss: 0.0311404 | val_loss: 0.031166 | Time: 2387.62 ms
[2022-04-11 22:08:47 main:574] : INFO : Epoch 1745 | loss: 0.0311398 | val_loss: 0.0311689 | Time: 2694.2 ms
[2022-04-11 22:08:50 main:574] : INFO : Epoch 1746 | loss: 0.0311389 | val_loss: 0.0311709 | Time: 2481.35 ms
[2022-04-11 22:08:53 main:574] : INFO : Epoch 1747 | loss: 0.0311368 | val_loss: 0.0311666 | Time: 2398.17 ms
[2022-04-11 22:08:56 main:574] : INFO : Epoch 1748 | loss: 0.0311362 | val_loss: 0.0311657 | Time: 2248.23 ms
[2022-04-11 22:08:59 main:574] : INFO : Epoch 1749 | loss: 0.031137 | val_loss: 0.0311654 | Time: 2363.7 ms
[2022-04-11 22:09:02 main:574] : INFO : Epoch 1750 | loss: 0.0311411 | val_loss: 0.0311625 | Time: 2320.69 ms
[2022-04-11 22:09:06 main:574] : INFO : Epoch 1751 | loss: 0.0311382 | val_loss: 0.0311673 | Time: 2438.35 ms
[2022-04-11 22:09:09 main:574] : INFO : Epoch 1752 | loss: 0.0311364 | val_loss: 0.0311633 | Time: 2390.96 ms
[2022-04-11 22:09:12 main:574] : INFO : Epoch 1753 | loss: 0.0311389 | val_loss: 0.0311725 | Time: 2572.85 ms
[2022-04-11 22:09:15 main:574] : INFO : Epoch 1754 | loss: 0.0311445 | val_loss: 0.0311631 | Time: 2585.38 ms
[2022-04-11 22:09:18 main:574] : INFO : Epoch 1755 | loss: 0.0311434 | val_loss: 0.0311644 | Time: 2348 ms
[2022-04-11 22:09:20 main:574] : INFO : Epoch 1756 | loss: 0.0311432 | val_loss: 0.031167 | Time: 2320.2 ms
[2022-04-11 22:09:23 main:574] : INFO : Epoch 1757 | loss: 0.0311461 | val_loss: 0.0311683 | Time: 2515.57 ms
[2022-04-11 22:09:26 main:574] : INFO : Epoch 1758 | loss: 0.0311412 | val_loss: 0.0311624 | Time: 2398.71 ms
[2022-04-11 22:09:30 main:574] : INFO : Epoch 1759 | loss: 0.0311394 | val_loss: 0.0311653 | Time: 2295.25 ms
[2022-04-11 22:09:33 main:574] : INFO : Epoch 1760 | loss: 0.0311427 | val_loss: 0.0311654 | Time: 2246.8 ms
[2022-04-11 22:09:36 main:574] : INFO : Epoch 1761 | loss: 0.0311446 | val_loss: 0.0311622 | Time: 2443.29 ms
[2022-04-11 22:09:39 main:574] : INFO : Epoch 1762 | loss: 0.031141 | val_loss: 0.0311669 | Time: 2484.41 ms
[2022-04-11 22:09:42 main:574] : INFO : Epoch 1763 | loss: 0.0311416 | val_loss: 0.0311714 | Time: 2234.61 ms
[2022-04-11 22:09:45 main:574] : INFO : Epoch 1764 | loss: 0.0311463 | val_loss: 0.0311818 | Time: 2363.86 ms
[2022-04-11 22:09:48 main:574] : INFO : Epoch 1765 | loss: 0.0311804 | val_loss: 0.0311848 | Time: 2545.01 ms
[2022-04-11 22:09:51 main:574] : INFO : Epoch 1766 | loss: 0.0311803 | val_loss: 0.0311852 | Time: 2426.84 ms
[2022-04-11 22:09:54 main:574] : INFO : Epoch 1767 | loss: 0.0311785 | val_loss: 0.0311772 | Time: 2333.43 ms
[2022-04-11 22:09:58 main:574] : INFO : Epoch 1768 | loss: 0.0311731 | val_loss: 0.031175 | Time: 2176.76 ms
[2022-04-11 22:10:00 main:574] : INFO : Epoch 1769 | loss: 0.0311696 | val_loss: 0.031174 | Time: 2323.15 ms
[2022-04-11 22:10:03 main:574] : INFO : Epoch 1770 | loss: 0.0311691 | val_loss: 0.0311712 | Time: 2315.29 ms
[2022-04-11 22:10:06 main:574] : INFO : Epoch 1771 | loss: 0.0311675 | val_loss: 0.0311719 | Time: 2418.57 ms
[2022-04-11 22:10:09 main:574] : INFO : Epoch 1772 | loss: 0.0311658 | val_loss: 0.0311701 | Time: 2493.01 ms
[2022-04-11 22:10:12 main:574] : INFO : Epoch 1773 | loss: 0.0311641 | val_loss: 0.0311682 | Time: 2348.54 ms
[2022-04-11 22:10:15 main:574] : INFO : Epoch 1774 | loss: 0.0311646 | val_loss: 0.0311705 | Time: 2298.68 ms
[2022-04-11 22:10:17 main:574] : INFO : Epoch 1775 | loss: 0.0311622 | val_loss: 0.0311691 | Time: 2201.91 ms
[2022-04-11 22:10:20 main:574] : INFO : Epoch 1776 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 2558.62 ms
[2022-04-11 22:10:23 main:574] : INFO : Epoch 1777 | loss: 0.0311609 | val_loss: 0.0311676 | Time: 2414.25 ms
[2022-04-11 22:10:26 main:574] : INFO : Epoch 1778 | loss: 0.031159 | val_loss: 0.031167 | Time: 2387.19 ms
[2022-04-11 22:10:28 main:574] : INFO : Epoch 1779 | loss: 0.0311591 | val_loss: 0.0311698 | Time: 2297.13 ms
[2022-04-11 22:10:32 main:574] : INFO : Epoch 1780 | loss: 0.0311575 | val_loss: 0.0311663 | Time: 2373.93 ms
[2022-04-11 22:10:35 main:574] : INFO : Epoch 1781 | loss: 0.0311588 | val_loss: 0.0311651 | Time: 2470.36 ms
[2022-04-11 22:10:38 main:574] : INFO : Epoch 1782 | loss: 0.0311584 | val_loss: 0.0311648 | Time: 2367.28 ms
[2022-04-11 22:10:40 main:574] : INFO : Epoch 1783 | loss: 0.0311582 | val_loss: 0.0311644 | Time: 2412.44 ms
[2022-04-11 22:10:43 main:574] : INFO : Epoch 1784 | loss: 0.0311581 | val_loss: 0.0311678 | Time: 2215.21 ms
[2022-04-11 22:10:46 main:574] : INFO : Epoch 1785 | loss: 0.0311557 | val_loss: 0.0311664 | Time: 2399.89 ms
[2022-04-11 22:10:49 main:574] : INFO : Epoch 1786 | loss: 0.0311545 | val_loss: 0.0311653 | Time: 2422.47 ms
[2022-04-11 22:10:52 main:574] : INFO : Epoch 1787 | loss: 0.0311549 | val_loss: 0.03117 | Time: 2355.7 ms
[2022-04-11 22:10:55 main:574] : INFO : Epoch 1788 | loss: 0.0311541 | val_loss: 0.0311669 | Time: 1727.87 ms
[2022-04-11 22:10:57 main:574] : INFO : Epoch 1789 | loss: 0.0311526 | val_loss: 0.0311641 | Time: 1891.4 ms
[2022-04-11 22:10:59 main:574] : INFO : Epoch 1790 | loss: 0.0311552 | val_loss: 0.0311649 | Time: 1843.62 ms
[2022-04-11 22:11:02 main:574] : INFO : Epoch 1791 | loss: 0.0311556 | val_loss: 0.031164 | Time: 2015.97 ms
[2022-04-11 22:11:04 main:574] : INFO : Epoch 1792 | loss: 0.0311545 | val_loss: 0.0311638 | Time: 1906.24 ms
[2022-04-11 22:11:06 main:574] : INFO : Epoch 1793 | loss: 0.0311542 | val_loss: 0.0311665 | Time: 1967.6 ms
[2022-04-11 22:11:08 main:574] : INFO : Epoch 1794 | loss: 0.0311592 | val_loss: 0.0311683 | Time: 1941.38 ms
[2022-04-11 22:11:10 main:574] : INFO : Epoch 1795 | loss: 0.031158 | val_loss: 0.0311661 | Time: 1984.54 ms
[2022-04-11 22:11:12 main:574] : INFO : Epoch 1796 | loss: 0.0311591 | val_loss: 0.0311636 | Time: 1998.15 ms
[2022-04-11 22:11:14 main:574] : INFO : Epoch 1797 | loss: 0.0311586 | val_loss: 0.0311652 | Time: 1993.93 ms
[2022-04-11 22:11:17 main:574] : INFO : Epoch 1798 | loss: 0.0311567 | val_loss: 0.0311636 | Time: 1912.38 ms
[2022-04-11 22:11:19 main:574] : INFO : Epoch 1799 | loss: 0.0311553 | val_loss: 0.0311667 | Time: 1980.03 ms
[2022-04-11 22:11:21 main:574] : INFO : Epoch 1800 | loss: 0.0311573 | val_loss: 0.0311631 | Time: 1892.85 ms
[2022-04-11 22:11:23 main:574] : INFO : Epoch 1801 | loss: 0.0311567 | val_loss: 0.0311712 | Time: 1912.81 ms
[2022-04-11 22:11:26 main:574] : INFO : Epoch 1802 | loss: 0.0311533 | val_loss: 0.0311637 | Time: 1987.63 ms
[2022-04-11 22:11:28 main:574] : INFO : Epoch 1803 | loss: 0.0311524 | val_loss: 0.0311659 | Time: 2004.18 ms
[2022-04-11 22:11:30 main:574] : INFO : Epoch 1804 | loss: 0.0311554 | val_loss: 0.0311661 | Time: 1999.18 ms
[2022-04-11 22:11:32 main:574] : INFO : Epoch 1805 | loss: 0.0311532 | val_loss: 0.0311661 | Time: 1941.17 ms
[2022-04-11 22:11:34 main:574] : INFO : Epoch 1806 | loss: 0.0311514 | val_loss: 0.031165 | Time: 1983.22 ms
[2022-04-11 22:11:36 main:574] : INFO : Epoch 1807 | loss: 0.0311514 | val_loss: 0.0311675 | Time: 1957.17 ms
[2022-04-11 22:11:39 main:574] : INFO : Epoch 1808 | loss: 0.0311517 | val_loss: 0.0311664 | Time: 1952.44 ms
[2022-04-11 22:11:41 main:574] : INFO : Epoch 1809 | loss: 0.0311522 | val_loss: 0.0311654 | Time: 1832.09 ms
[2022-04-11 22:11:43 main:574] : INFO : Epoch 1810 | loss: 0.031153 | val_loss: 0.0311695 | Time: 2002.67 ms
[2022-04-11 22:11:45 main:574] : INFO : Epoch 1811 | loss: 0.0311571 | val_loss: 0.0311736 | Time: 1966.58 ms
[2022-04-11 22:11:47 main:574] : INFO : Epoch 1812 | loss: 0.0311551 | val_loss: 0.0311655 | Time: 2007.02 ms
[2022-04-11 22:11:49 main:574] : INFO : Epoch 1813 | loss: 0.0311538 | val_loss: 0.0311618 | Time: 2027.04 ms
[2022-04-11 22:11:51 main:574] : INFO : Epoch 1814 | loss: 0.0311524 | val_loss: 0.031164 | Time: 1881.7 ms
[2022-04-11 22:11:53 main:574] : INFO : Epoch 1815 | loss: 0.0311547 | val_loss: 0.0311647 | Time: 1991.41 ms
[2022-04-11 22:11:55 main:574] : INFO : Epoch 1816 | loss: 0.0311579 | val_loss: 0.0311631 | Time: 1989.77 ms
[2022-04-11 22:11:57 main:574] : INFO : Epoch 1817 | loss: 0.0311557 | val_loss: 0.0311617 | Time: 1818.01 ms
[2022-04-11 22:11:59 main:574] : INFO : Epoch 1818 | loss: 0.0311543 | val_loss: 0.0311612 | Time: 1993.45 ms
[2022-04-11 22:12:01 main:574] : INFO : Epoch 1819 | loss: 0.0311528 | val_loss: 0.0311609 | Time: 1988.31 ms
[2022-04-11 22:12:03 main:574] : INFO : Epoch 1820 | loss: 0.0311521 | val_loss: 0.0311615 | Time: 1998.9 ms
[2022-04-11 22:12:07 main:574] : INFO : Epoch 1821 | loss: 0.0311525 | val_loss: 0.0311608 | Time: 1989.81 ms
[2022-04-11 22:12:09 main:574] : INFO : Epoch 1822 | loss: 0.0311512 | val_loss: 0.0311613 | Time: 1999.22 ms
[2022-04-11 22:12:11 main:574] : INFO : Epoch 1823 | loss: 0.0311504 | val_loss: 0.0311622 | Time: 1966.42 ms
[2022-04-11 22:12:13 main:574] : INFO : Epoch 1824 | loss: 0.0311489 | val_loss: 0.0311618 | Time: 1920.04 ms
[2022-04-11 22:12:15 main:574] : INFO : Epoch 1825 | loss: 0.0311525 | val_loss: 0.0311639 | Time: 1889.4 ms
[2022-04-11 22:12:17 main:574] : INFO : Epoch 1826 | loss: 0.0311566 | val_loss: 0.0311685 | Time: 1969.4 ms
[2022-04-11 22:12:19 main:574] : INFO : Epoch 1827 | loss: 0.031156 | val_loss: 0.0311653 | Time: 1978.79 ms
[2022-04-11 22:12:21 main:574] : INFO : Epoch 1828 | loss: 0.0311519 | val_loss: 0.0311647 | Time: 1995.42 ms
[2022-04-11 22:12:23 main:574] : INFO : Epoch 1829 | loss: 0.0311519 | val_loss: 0.0311671 | Time: 1956.52 ms
[2022-04-11 22:12:25 main:574] : INFO : Epoch 1830 | loss: 0.0311495 | val_loss: 0.0311654 | Time: 1927.3 ms
[2022-04-11 22:12:28 main:574] : INFO : Epoch 1831 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 2148.46 ms
[2022-04-11 22:12:30 main:574] : INFO : Epoch 1832 | loss: 0.03115 | val_loss: 0.0311676 | Time: 2650.48 ms
[2022-04-11 22:12:33 main:574] : INFO : Epoch 1833 | loss: 0.031152 | val_loss: 0.0311659 | Time: 2588.8 ms
[2022-04-11 22:12:36 main:574] : INFO : Epoch 1834 | loss: 0.0311534 | val_loss: 0.0311648 | Time: 2556.57 ms
[2022-04-11 22:12:39 main:574] : INFO : Epoch 1835 | loss: 0.0311508 | val_loss: 0.0311655 | Time: 2565.92 ms
[2022-04-11 22:12:42 main:574] : INFO : Epoch 1836 | loss: 0.0311491 | val_loss: 0.0311656 | Time: 2484.65 ms
[2022-04-11 22:12:46 main:574] : INFO : Epoch 1837 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 2547.65 ms
[2022-04-11 22:12:49 main:574] : INFO : Epoch 1838 | loss: 0.031149 | val_loss: 0.0311638 | Time: 2543.97 ms
[2022-04-11 22:12:52 main:574] : INFO : Epoch 1839 | loss: 0.0311479 | val_loss: 0.0311687 | Time: 2771.4 ms
[2022-04-11 22:12:54 main:574] : INFO : Epoch 1840 | loss: 0.0311502 | val_loss: 0.0311676 | Time: 2508.27 ms
[2022-04-11 22:12:58 main:574] : INFO : Epoch 1841 | loss: 0.0311485 | val_loss: 0.0311628 | Time: 2537.59 ms
[2022-04-11 22:13:01 main:574] : INFO : Epoch 1842 | loss: 0.0311479 | val_loss: 0.0311636 | Time: 2765.31 ms
[2022-04-11 22:13:04 main:574] : INFO : Epoch 1843 | loss: 0.0311474 | val_loss: 0.0311684 | Time: 2562.35 ms
[2022-04-11 22:13:06 main:574] : INFO : Epoch 1844 | loss: 0.0311453 | val_loss: 0.0311648 | Time: 2372.75 ms
[2022-04-11 22:13:09 main:574] : INFO : Epoch 1845 | loss: 0.0311441 | val_loss: 0.0311644 | Time: 2318.43 ms
[2022-04-11 22:13:12 main:574] : INFO : Epoch 1846 | loss: 0.0311433 | val_loss: 0.0311654 | Time: 2480.78 ms
[2022-04-11 22:13:15 main:574] : INFO : Epoch 1847 | loss: 0.0311432 | val_loss: 0.0311643 | Time: 2319.12 ms
[2022-04-11 22:13:18 main:574] : INFO : Epoch 1848 | loss: 0.0311429 | val_loss: 0.0311631 | Time: 2238.43 ms
[2022-04-11 22:13:20 main:574] : INFO : Epoch 1849 | loss: 0.0311426 | val_loss: 0.0311664 | Time: 2464.23 ms
[2022-04-11 22:13:23 main:574] : INFO : Epoch 1850 | loss: 0.0311437 | val_loss: 0.0311638 | Time: 2559.39 ms
[2022-04-11 22:13:27 main:574] : INFO : Epoch 1851 | loss: 0.0311464 | val_loss: 0.0311694 | Time: 2510.02 ms
[2022-04-11 22:13:30 main:574] : INFO : Epoch 1852 | loss: 0.0311476 | val_loss: 0.0311637 | Time: 2458.87 ms
[2022-04-11 22:13:33 main:574] : INFO : Epoch 1853 | loss: 0.0311449 | val_loss: 0.0311634 | Time: 2662.35 ms
[2022-04-11 22:13:35 main:574] : INFO : Epoch 1854 | loss: 0.0311449 | val_loss: 0.0311639 | Time: 2518.3 ms
[2022-04-11 22:13:38 main:574] : INFO : Epoch 1855 | loss: 0.0311447 | val_loss: 0.0311631 | Time: 2678.84 ms
[2022-04-11 22:13:41 main:574] : INFO : Epoch 1856 | loss: 0.0311441 | val_loss: 0.0311609 | Time: 2498.57 ms
[2022-04-11 22:13:44 main:574] : INFO : Epoch 1857 | loss: 0.0311429 | val_loss: 0.0311654 | Time: 2464.08 ms
[2022-04-11 22:13:48 main:574] : INFO : Epoch 1858 | loss: 0.0311423 | val_loss: 0.0311636 | Time: 2481.1 ms
[2022-04-11 22:13:50 main:574] : INFO : Epoch 1859 | loss: 0.0311436 | val_loss: 0.0311607 | Time: 2437.23 ms
[2022-04-11 22:13:54 main:574] : INFO : Epoch 1860 | loss: 0.0311459 | val_loss: 0.0311655 | Time: 2468.7 ms
[2022-04-11 22:13:57 main:574] : INFO : Epoch 1861 | loss: 0.0311495 | val_loss: 0.0311677 | Time: 2623.22 ms
[2022-04-11 22:13:59 main:574] : INFO : Epoch 1862 | loss: 0.0311481 | val_loss: 0.0311671 | Time: 2680.22 ms
[2022-04-11 22:14:02 main:574] : INFO : Epoch 1863 | loss: 0.0311463 | val_loss: 0.0311672 | Time: 2785.76 ms
[2022-04-11 22:14:05 main:574] : INFO : Epoch 1864 | loss: 0.0311451 | val_loss: 0.0311675 | Time: 2644.59 ms
[2022-04-11 22:14:09 main:574] : INFO : Epoch 1865 | loss: 0.031143 | val_loss: 0.0311658 | Time: 2549.26 ms
[2022-04-11 22:14:12 main:574] : INFO : Epoch 1866 | loss: 0.0311431 | val_loss: 0.0311648 | Time: 2477.63 ms
[2022-04-11 22:14:15 main:574] : INFO : Epoch 1867 | loss: 0.0311414 | val_loss: 0.0311622 | Time: 2622.56 ms
[2022-04-11 22:14:19 main:574] : INFO : Epoch 1868 | loss: 0.0311405 | val_loss: 0.0311647 | Time: 2539.81 ms
[2022-04-11 22:14:21 main:574] : INFO : Epoch 1869 | loss: 0.031141 | val_loss: 0.0311644 | Time: 2539.21 ms
[2022-04-11 22:14:24 main:574] : INFO : Epoch 1870 | loss: 0.0311411 | val_loss: 0.031166 | Time: 2567.74 ms
[2022-04-11 22:14:27 main:574] : INFO : Epoch 1871 | loss: 0.0311414 | val_loss: 0.0311646 | Time: 2575.32 ms
[2022-04-11 22:14:30 main:574] : INFO : Epoch 1872 | loss: 0.0311409 | val_loss: 0.0311681 | Time: 2729.85 ms
[2022-04-11 22:14:34 main:574] : INFO : Epoch 1873 | loss: 0.0311466 | val_loss: 0.031175 | Time: 2482.64 ms
[2022-04-11 22:14:36 main:574] : INFO : Epoch 1874 | loss: 0.0320576 | val_loss: 0.0317434 | Time: 2592.89 ms
[2022-04-11 22:14:40 main:574] : INFO : Epoch 1875 | loss: 0.033276 | val_loss: 0.0316357 | Time: 2566.61 ms
[2022-04-11 22:14:42 main:574] : INFO : Epoch 1876 | loss: 0.0314782 | val_loss: 0.0312842 | Time: 2439.16 ms
[2022-04-11 22:14:45 main:574] : INFO : Epoch 1877 | loss: 0.031414 | val_loss: 0.0312856 | Time: 2549.79 ms
[2022-04-11 22:14:48 main:574] : INFO : Epoch 1878 | loss: 0.0312242 | val_loss: 0.0311953 | Time: 2456.43 ms
[2022-04-11 22:14:51 main:574] : INFO : Epoch 1879 | loss: 0.0311845 | val_loss: 0.0311786 | Time: 2507.59 ms
[2022-04-11 22:14:55 main:574] : INFO : Epoch 1880 | loss: 0.0311694 | val_loss: 0.0311705 | Time: 2815.55 ms
[2022-04-11 22:14:58 main:574] : INFO : Epoch 1881 | loss: 0.0311609 | val_loss: 0.0311683 | Time: 2488.79 ms
[2022-04-11 22:15:02 main:574] : INFO : Epoch 1882 | loss: 0.0311575 | val_loss: 0.0311682 | Time: 2460.32 ms
[2022-04-11 22:15:04 main:574] : INFO : Epoch 1883 | loss: 0.0311555 | val_loss: 0.031167 | Time: 2418.4 ms
[2022-04-11 22:15:07 main:574] : INFO : Epoch 1884 | loss: 0.0311548 | val_loss: 0.0311653 | Time: 2601.54 ms
[2022-04-11 22:15:11 main:574] : INFO : Epoch 1885 | loss: 0.0311541 | val_loss: 0.0311647 | Time: 2559.29 ms
[2022-04-11 22:15:14 main:574] : INFO : Epoch 1886 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 2645.73 ms
[2022-04-11 22:15:17 main:574] : INFO : Epoch 1887 | loss: 0.031151 | val_loss: 0.0311634 | Time: 2691.16 ms
[2022-04-11 22:15:20 main:574] : INFO : Epoch 1888 | loss: 0.0311497 | val_loss: 0.0311655 | Time: 2635.52 ms
[2022-04-11 22:15:23 main:574] : INFO : Epoch 1889 | loss: 0.0311507 | val_loss: 0.0311653 | Time: 2695.85 ms
[2022-04-11 22:15:26 main:574] : INFO : Epoch 1890 | loss: 0.0311519 | val_loss: 0.0311614 | Time: 2605.24 ms
[2022-04-11 22:15:28 main:574] : INFO : Epoch 1891 | loss: 0.0311519 | val_loss: 0.0311626 | Time: 2602.74 ms
[2022-04-11 22:15:32 main:574] : INFO : Epoch 1892 | loss: 0.0311513 | val_loss: 0.0311604 | Time: 2345.79 ms
[2022-04-11 22:15:35 main:574] : INFO : Epoch 1893 | loss: 0.0311498 | val_loss: 0.0311602 | Time: 2616.58 ms
[2022-04-11 22:15:38 main:574] : INFO : Epoch 1894 | loss: 0.0311483 | val_loss: 0.0311602 | Time: 2415.69 ms
[2022-04-11 22:15:41 main:574] : INFO : Epoch 1895 | loss: 0.0311479 | val_loss: 0.031162 | Time: 2549.17 ms
[2022-04-11 22:15:44 main:574] : INFO : Epoch 1896 | loss: 0.0311476 | val_loss: 0.0311612 | Time: 2561.68 ms
[2022-04-11 22:15:47 main:574] : INFO : Epoch 1897 | loss: 0.031147 | val_loss: 0.0311609 | Time: 2482.58 ms
[2022-04-11 22:15:50 main:574] : INFO : Epoch 1898 | loss: 0.0311478 | val_loss: 0.0311622 | Time: 2647.21 ms
[2022-04-11 22:15:53 main:574] : INFO : Epoch 1899 | loss: 0.0311475 | val_loss: 0.0311612 | Time: 2634.03 ms
[2022-04-11 22:15:56 main:574] : INFO : Epoch 1900 | loss: 0.0311466 | val_loss: 0.0311625 | Time: 2667.49 ms
[2022-04-11 22:15:59 main:574] : INFO : Epoch 1901 | loss: 0.0311458 | val_loss: 0.0311612 | Time: 2662.45 ms
[2022-04-11 22:16:01 main:574] : INFO : Epoch 1902 | loss: 0.0311452 | val_loss: 0.0311612 | Time: 2479.45 ms
[2022-04-11 22:16:04 main:574] : INFO : Epoch 1903 | loss: 0.0311443 | val_loss: 0.0311612 | Time: 2684.93 ms
[2022-04-11 22:16:07 main:574] : INFO : Epoch 1904 | loss: 0.0311438 | val_loss: 0.0311616 | Time: 2563.28 ms
[2022-04-11 22:16:10 main:574] : INFO : Epoch 1905 | loss: 0.031144 | val_loss: 0.0311614 | Time: 2574.64 ms
[2022-04-11 22:16:13 main:574] : INFO : Epoch 1906 | loss: 0.0311467 | val_loss: 0.0311648 | Time: 2709.49 ms
[2022-04-11 22:16:16 main:574] : INFO : Epoch 1907 | loss: 0.0311483 | val_loss: 0.0311641 | Time: 2801.78 ms
[2022-04-11 22:16:19 main:574] : INFO : Epoch 1908 | loss: 0.031147 | val_loss: 0.0311644 | Time: 2811.2 ms
[2022-04-11 22:16:21 main:574] : INFO : Epoch 1909 | loss: 0.0311476 | val_loss: 0.0311648 | Time: 2421.69 ms
[2022-04-11 22:16:24 main:574] : INFO : Epoch 1910 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 2462.29 ms
[2022-04-11 22:16:28 main:574] : INFO : Epoch 1911 | loss: 0.0311442 | val_loss: 0.0311645 | Time: 2592.92 ms
[2022-04-11 22:16:31 main:574] : INFO : Epoch 1912 | loss: 0.0311435 | val_loss: 0.0311636 | Time: 2404.7 ms
[2022-04-11 22:16:33 main:574] : INFO : Epoch 1913 | loss: 0.0311431 | val_loss: 0.0311626 | Time: 2588.22 ms
[2022-04-11 22:16:36 main:574] : INFO : Epoch 1914 | loss: 0.0311428 | val_loss: 0.0311633 | Time: 2548.99 ms
[2022-04-11 22:16:39 main:574] : INFO : Epoch 1915 | loss: 0.0311431 | val_loss: 0.0311651 | Time: 2501.3 ms
[2022-04-11 22:16:42 main:574] : INFO : Epoch 1916 | loss: 0.0311428 | val_loss: 0.0311649 | Time: 2584.97 ms
[2022-04-11 22:16:45 main:574] : INFO : Epoch 1917 | loss: 0.0311439 | val_loss: 0.0311638 | Time: 2525.77 ms
[2022-04-11 22:16:48 main:574] : INFO : Epoch 1918 | loss: 0.031144 | val_loss: 0.0311611 | Time: 2865.9 ms
[2022-04-11 22:16:51 main:574] : INFO : Epoch 1919 | loss: 0.0311434 | val_loss: 0.0311604 | Time: 2645.02 ms
[2022-04-11 22:16:55 main:574] : INFO : Epoch 1920 | loss: 0.0311439 | val_loss: 0.0311652 | Time: 2548.02 ms
[2022-04-11 22:16:58 main:574] : INFO : Epoch 1921 | loss: 0.0311466 | val_loss: 0.0311606 | Time: 2573.4 ms
[2022-04-11 22:17:01 main:574] : INFO : Epoch 1922 | loss: 0.031146 | val_loss: 0.0311647 | Time: 2562.81 ms
[2022-04-11 22:17:05 main:574] : INFO : Epoch 1923 | loss: 0.0311447 | val_loss: 0.0311638 | Time: 2623.89 ms
[2022-04-11 22:17:07 main:574] : INFO : Epoch 1924 | loss: 0.0311458 | val_loss: 0.031162 | Time: 2548.81 ms
[2022-04-11 22:17:10 main:574] : INFO : Epoch 1925 | loss: 0.0311455 | val_loss: 0.0311621 | Time: 2552.59 ms
[2022-04-11 22:17:13 main:574] : INFO : Epoch 1926 | loss: 0.0311449 | val_loss: 0.0311633 | Time: 2541.09 ms
[2022-04-11 22:17:16 main:574] : INFO : Epoch 1927 | loss: 0.0311433 | val_loss: 0.0311613 | Time: 2862.88 ms
[2022-04-11 22:17:19 main:574] : INFO : Epoch 1928 | loss: 0.0311439 | val_loss: 0.0311629 | Time: 2736.34 ms
[2022-04-11 22:17:22 main:574] : INFO : Epoch 1929 | loss: 0.0311429 | val_loss: 0.0311674 | Time: 2601.29 ms
[2022-04-11 22:17:25 main:574] : INFO : Epoch 1930 | loss: 0.0311449 | val_loss: 0.0311617 | Time: 2583.8 ms
[2022-04-11 22:17:28 main:574] : INFO : Epoch 1931 | loss: 0.0311444 | val_loss: 0.031163 | Time: 2519.72 ms
[2022-04-11 22:17:31 main:574] : INFO : Epoch 1932 | loss: 0.0311438 | val_loss: 0.031163 | Time: 2585.45 ms
[2022-04-11 22:17:34 main:574] : INFO : Epoch 1933 | loss: 0.0311427 | val_loss: 0.0311628 | Time: 2423.52 ms
[2022-04-11 22:17:37 main:574] : INFO : Epoch 1934 | loss: 0.0311431 | val_loss: 0.0311623 | Time: 2596.17 ms
[2022-04-11 22:17:39 main:574] : INFO : Epoch 1935 | loss: 0.0311433 | val_loss: 0.0311609 | Time: 2409.41 ms
[2022-04-11 22:17:42 main:574] : INFO : Epoch 1936 | loss: 0.0311427 | val_loss: 0.0311626 | Time: 2714.34 ms
[2022-04-11 22:17:46 main:574] : INFO : Epoch 1937 | loss: 0.0311414 | val_loss: 0.0311632 | Time: 2731.98 ms
[2022-04-11 22:17:49 main:574] : INFO : Epoch 1938 | loss: 0.0311418 | val_loss: 0.0311608 | Time: 2633.76 ms
[2022-04-11 22:17:51 main:574] : INFO : Epoch 1939 | loss: 0.0311413 | val_loss: 0.0311616 | Time: 2410.89 ms
[2022-04-11 22:18:04 main:574] : INFO : Epoch 1940 | loss: 0.0311412 | val_loss: 0.0311626 | Time: 12542.2 ms
[2022-04-11 22:18:07 main:574] : INFO : Epoch 1941 | loss: 0.0311411 | val_loss: 0.031163 | Time: 2362.23 ms
[2022-04-11 22:18:10 main:574] : INFO : Epoch 1942 | loss: 0.031143 | val_loss: 0.0311623 | Time: 2398.45 ms
[2022-04-11 22:18:13 main:574] : INFO : Epoch 1943 | loss: 0.0311433 | val_loss: 0.0311614 | Time: 2474.49 ms
[2022-04-11 22:18:17 main:574] : INFO : Epoch 1944 | loss: 0.0311437 | val_loss: 0.0311622 | Time: 2499.69 ms
[2022-04-11 22:18:21 main:574] : INFO : Epoch 1945 | loss: 0.0311435 | val_loss: 0.0311614 | Time: 2532.53 ms
[2022-04-11 22:18:23 main:574] : INFO : Epoch 1946 | loss: 0.0311423 | val_loss: 0.0311611 | Time: 2507.83 ms
[2022-04-11 22:18:26 main:574] : INFO : Epoch 1947 | loss: 0.0311407 | val_loss: 0.0311609 | Time: 2402.75 ms
[2022-04-11 22:18:29 main:574] : INFO : Epoch 1948 | loss: 0.0311432 | val_loss: 0.031163 | Time: 2484.84 ms
[2022-04-11 22:18:31 main:574] : INFO : Epoch 1949 | loss: 0.0311421 | val_loss: 0.0311608 | Time: 2423.57 ms
[2022-04-11 22:18:34 main:574] : INFO : Epoch 1950 | loss: 0.0311415 | val_loss: 0.0311614 | Time: 2344.2 ms
[2022-04-11 22:18:38 main:574] : INFO : Epoch 1951 | loss: 0.0311426 | val_loss: 0.0311603 | Time: 2325.73 ms
[2022-04-11 22:18:40 main:574] : INFO : Epoch 1952 | loss: 0.0311426 | val_loss: 0.0311592 | Time: 2262.7 ms
[2022-04-11 22:18:43 main:574] : INFO : Epoch 1953 | loss: 0.031141 | val_loss: 0.0311591 | Time: 2357.37 ms
[2022-04-11 22:18:45 main:574] : INFO : Epoch 1954 | loss: 0.0311405 | val_loss: 0.0311598 | Time: 2381.38 ms
[2022-04-11 22:18:49 main:574] : INFO : Epoch 1955 | loss: 0.0311394 | val_loss: 0.0311591 | Time: 2443.11 ms
[2022-04-11 22:18:52 main:574] : INFO : Epoch 1956 | loss: 0.0311404 | val_loss: 0.0311615 | Time: 2538.45 ms
[2022-04-11 22:18:55 main:574] : INFO : Epoch 1957 | loss: 0.0311416 | val_loss: 0.0311637 | Time: 2529.22 ms
[2022-04-11 22:18:58 main:574] : INFO : Epoch 1958 | loss: 0.0311427 | val_loss: 0.0311583 | Time: 2411.07 ms
[2022-04-11 22:19:01 main:574] : INFO : Epoch 1959 | loss: 0.0311399 | val_loss: 0.0311595 | Time: 2582.52 ms
[2022-04-11 22:19:03 main:574] : INFO : Epoch 1960 | loss: 0.03114 | val_loss: 0.031159 | Time: 2363.22 ms
[2022-04-11 22:19:06 main:574] : INFO : Epoch 1961 | loss: 0.0311403 | val_loss: 0.0311617 | Time: 2634.57 ms
[2022-04-11 22:19:09 main:574] : INFO : Epoch 1962 | loss: 0.0311406 | val_loss: 0.0311622 | Time: 2471.15 ms
[2022-04-11 22:19:11 main:574] : INFO : Epoch 1963 | loss: 0.0311437 | val_loss: 0.0311606 | Time: 2371.1 ms
[2022-04-11 22:19:14 main:574] : INFO : Epoch 1964 | loss: 0.0311418 | val_loss: 0.031161 | Time: 2343.18 ms
[2022-04-11 22:19:16 main:574] : INFO : Epoch 1965 | loss: 0.0311408 | val_loss: 0.0311615 | Time: 2411.05 ms
[2022-04-11 22:19:19 main:574] : INFO : Epoch 1966 | loss: 0.0311401 | val_loss: 0.0311611 | Time: 2315.3 ms
[2022-04-11 22:19:23 main:574] : INFO : Epoch 1967 | loss: 0.0311401 | val_loss: 0.031163 | Time: 2586.7 ms
[2022-04-11 22:19:27 main:574] : INFO : Epoch 1968 | loss: 0.0311383 | val_loss: 0.0311607 | Time: 2680.73 ms
[2022-04-11 22:19:30 main:574] : INFO : Epoch 1969 | loss: 0.0311376 | val_loss: 0.0311636 | Time: 2506.86 ms
[2022-04-11 22:19:34 main:574] : INFO : Epoch 1970 | loss: 0.0311386 | val_loss: 0.031162 | Time: 2643.21 ms
[2022-04-11 22:19:37 main:574] : INFO : Epoch 1971 | loss: 0.0311385 | val_loss: 0.0311635 | Time: 2346.09 ms
[2022-04-11 22:19:40 main:574] : INFO : Epoch 1972 | loss: 0.031138 | val_loss: 0.0311641 | Time: 2501.17 ms
[2022-04-11 22:19:43 main:574] : INFO : Epoch 1973 | loss: 0.0311374 | val_loss: 0.0311654 | Time: 2591.27 ms
[2022-04-11 22:19:46 main:574] : INFO : Epoch 1974 | loss: 0.0311393 | val_loss: 0.0311642 | Time: 2511.26 ms
[2022-04-11 22:19:50 main:574] : INFO : Epoch 1975 | loss: 0.0311392 | val_loss: 0.0311662 | Time: 2641.64 ms
[2022-04-11 22:19:53 main:574] : INFO : Epoch 1976 | loss: 0.031139 | val_loss: 0.031167 | Time: 2592.46 ms
[2022-04-11 22:19:56 main:574] : INFO : Epoch 1977 | loss: 0.0311408 | val_loss: 0.0311665 | Time: 2645.02 ms
[2022-04-11 22:19:59 main:574] : INFO : Epoch 1978 | loss: 0.0311406 | val_loss: 0.0311666 | Time: 2478.86 ms
[2022-04-11 22:20:02 main:574] : INFO : Epoch 1979 | loss: 0.0311415 | val_loss: 0.0311661 | Time: 2636.72 ms
[2022-04-11 22:20:04 main:574] : INFO : Epoch 1980 | loss: 0.031144 | val_loss: 0.0311665 | Time: 2467.95 ms
[2022-04-11 22:20:07 main:574] : INFO : Epoch 1981 | loss: 0.031142 | val_loss: 0.0311661 | Time: 2635.21 ms
[2022-04-11 22:20:10 main:574] : INFO : Epoch 1982 | loss: 0.0311408 | val_loss: 0.0311656 | Time: 2565.96 ms
[2022-04-11 22:20:13 main:574] : INFO : Epoch 1983 | loss: 0.0311415 | val_loss: 0.0311672 | Time: 2568.87 ms
[2022-04-11 22:20:17 main:574] : INFO : Epoch 1984 | loss: 0.0311458 | val_loss: 0.0311681 | Time: 2676.81 ms
[2022-04-11 22:20:20 main:574] : INFO : Epoch 1985 | loss: 0.0311445 | val_loss: 0.0311641 | Time: 2353.27 ms
[2022-04-11 22:20:23 main:574] : INFO : Epoch 1986 | loss: 0.0311415 | val_loss: 0.0311635 | Time: 2383.41 ms
[2022-04-11 22:20:25 main:574] : INFO : Epoch 1987 | loss: 0.0311421 | val_loss: 0.0311633 | Time: 2458.63 ms
[2022-04-11 22:20:29 main:574] : INFO : Epoch 1988 | loss: 0.0311416 | val_loss: 0.0311638 | Time: 2595.06 ms
[2022-04-11 22:20:32 main:574] : INFO : Epoch 1989 | loss: 0.031152 | val_loss: 0.0311734 | Time: 2465.47 ms
[2022-04-11 22:20:35 main:574] : INFO : Epoch 1990 | loss: 0.0311571 | val_loss: 0.0311708 | Time: 2605.02 ms
[2022-04-11 22:20:38 main:574] : INFO : Epoch 1991 | loss: 0.031165 | val_loss: 0.0311768 | Time: 2266.98 ms
[2022-04-11 22:20:41 main:574] : INFO : Epoch 1992 | loss: 0.0311654 | val_loss: 0.0311742 | Time: 2291.15 ms
[2022-04-11 22:20:44 main:574] : INFO : Epoch 1993 | loss: 0.0311629 | val_loss: 0.0311681 | Time: 2595.32 ms
[2022-04-11 22:20:48 main:574] : INFO : Epoch 1994 | loss: 0.0311582 | val_loss: 0.0311609 | Time: 2568.35 ms
[2022-04-11 22:20:51 main:574] : INFO : Epoch 1995 | loss: 0.0311493 | val_loss: 0.0311606 | Time: 2618.04 ms
[2022-04-11 22:20:53 main:574] : INFO : Epoch 1996 | loss: 0.0311464 | val_loss: 0.0311606 | Time: 2444.63 ms
[2022-04-11 22:20:56 main:574] : INFO : Epoch 1997 | loss: 0.0311481 | val_loss: 0.0311607 | Time: 2411.19 ms
[2022-04-11 22:20:59 main:574] : INFO : Epoch 1998 | loss: 0.0311497 | val_loss: 0.0311599 | Time: 2629.66 ms
[2022-04-11 22:21:02 main:574] : INFO : Epoch 1999 | loss: 0.0311436 | val_loss: 0.0311628 | Time: 2482.57 ms
[2022-04-11 22:21:05 main:574] : INFO : Epoch 2000 | loss: 0.0311426 | val_loss: 0.0311599 | Time: 2631.73 ms
[2022-04-11 22:21:08 main:574] : INFO : Epoch 2001 | loss: 0.0311412 | val_loss: 0.0311617 | Time: 2447.22 ms
[2022-04-11 22:21:11 main:574] : INFO : Epoch 2002 | loss: 0.0311437 | val_loss: 0.0311617 | Time: 2328.73 ms
[2022-04-11 22:21:15 main:574] : INFO : Epoch 2003 | loss: 0.0311435 | val_loss: 0.0311639 | Time: 2639.24 ms
[2022-04-11 22:21:17 main:574] : INFO : Epoch 2004 | loss: 0.0311428 | val_loss: 0.0311625 | Time: 2397.58 ms
[2022-04-11 22:21:20 main:574] : INFO : Epoch 2005 | loss: 0.0311432 | val_loss: 0.031159 | Time: 2513.7 ms
[2022-04-11 22:21:23 main:574] : INFO : Epoch 2006 | loss: 0.0311414 | val_loss: 0.0311598 | Time: 2660.84 ms
[2022-04-11 22:21:27 main:574] : INFO : Epoch 2007 | loss: 0.031143 | val_loss: 0.0311624 | Time: 2697.32 ms
[2022-04-11 22:21:29 main:574] : INFO : Epoch 2008 | loss: 0.0311426 | val_loss: 0.0311608 | Time: 2416.44 ms
[2022-04-11 22:21:32 main:574] : INFO : Epoch 2009 | loss: 0.0311409 | val_loss: 0.0311607 | Time: 2531.48 ms
[2022-04-11 22:21:35 main:574] : INFO : Epoch 2010 | loss: 0.0311413 | val_loss: 0.0311615 | Time: 2281.39 ms
[2022-04-11 22:21:38 main:574] : INFO : Epoch 2011 | loss: 0.0311424 | val_loss: 0.0311621 | Time: 2655.98 ms
[2022-04-11 22:21:40 main:574] : INFO : Epoch 2012 | loss: 0.0311438 | val_loss: 0.0311623 | Time: 2567.33 ms
[2022-04-11 22:21:43 main:574] : INFO : Epoch 2013 | loss: 0.0311421 | val_loss: 0.0311638 | Time: 2811.39 ms
[2022-04-11 22:21:46 main:574] : INFO : Epoch 2014 | loss: 0.0311417 | val_loss: 0.0311642 | Time: 2712.21 ms
[2022-04-11 22:21:49 main:574] : INFO : Epoch 2015 | loss: 0.0311432 | val_loss: 0.031166 | Time: 2533.11 ms
[2022-04-11 22:21:52 main:574] : INFO : Epoch 2016 | loss: 0.0311424 | val_loss: 0.0311648 | Time: 2480.8 ms
[2022-04-11 22:21:54 main:574] : INFO : Epoch 2017 | loss: 0.0311446 | val_loss: 0.031166 | Time: 2920.99 ms
[2022-04-11 22:21:57 main:574] : INFO : Epoch 2018 | loss: 0.0311424 | val_loss: 0.0311667 | Time: 2686.07 ms
[2022-04-11 22:22:00 main:574] : INFO : Epoch 2019 | loss: 0.0311437 | val_loss: 0.0311621 | Time: 2607.58 ms
[2022-04-11 22:22:02 main:574] : INFO : Epoch 2020 | loss: 0.0311425 | val_loss: 0.0311633 | Time: 2591.66 ms
[2022-04-11 22:22:05 main:574] : INFO : Epoch 2021 | loss: 0.0311424 | val_loss: 0.0311645 | Time: 2575.08 ms
[2022-04-11 22:22:08 main:574] : INFO : Epoch 2022 | loss: 0.0311423 | val_loss: 0.0311645 | Time: 2618.17 ms
[2022-04-11 22:22:10 main:574] : INFO : Epoch 2023 | loss: 0.0311415 | val_loss: 0.0311657 | Time: 2617.54 ms
[2022-04-11 22:22:13 main:574] : INFO : Epoch 2024 | loss: 0.0311415 | val_loss: 0.031165 | Time: 2735.14 ms
[2022-04-11 22:22:16 main:574] : INFO : Epoch 2025 | loss: 0.031141 | val_loss: 0.0311659 | Time: 2480.08 ms
[2022-04-11 22:22:18 main:574] : INFO : Epoch 2026 | loss: 0.0311401 | val_loss: 0.031169 | Time: 2581.21 ms
[2022-04-11 22:22:21 main:574] : INFO : Epoch 2027 | loss: 0.0311418 | val_loss: 0.0311641 | Time: 2477.78 ms
[2022-04-11 22:22:23 main:574] : INFO : Epoch 2028 | loss: 0.0311409 | val_loss: 0.0311688 | Time: 2457.92 ms
[2022-04-11 22:22:26 main:574] : INFO : Epoch 2029 | loss: 0.0311387 | val_loss: 0.0311657 | Time: 2580.42 ms
[2022-04-11 22:22:29 main:574] : INFO : Epoch 2030 | loss: 0.0311404 | val_loss: 0.0311676 | Time: 2492.47 ms
[2022-04-11 22:22:31 main:574] : INFO : Epoch 2031 | loss: 0.031142 | val_loss: 0.0311676 | Time: 2436.28 ms
[2022-04-11 22:22:34 main:574] : INFO : Epoch 2032 | loss: 0.0311427 | val_loss: 0.0311632 | Time: 2444.4 ms
[2022-04-11 22:22:36 main:574] : INFO : Epoch 2033 | loss: 0.0311415 | val_loss: 0.0311675 | Time: 2275.63 ms
[2022-04-11 22:22:39 main:574] : INFO : Epoch 2034 | loss: 0.03114 | val_loss: 0.0311663 | Time: 2563.46 ms
[2022-04-11 22:22:41 main:574] : INFO : Epoch 2035 | loss: 0.0311406 | val_loss: 0.0311689 | Time: 2631.2 ms
[2022-04-11 22:22:44 main:574] : INFO : Epoch 2036 | loss: 0.03114 | val_loss: 0.0311671 | Time: 2396.63 ms
[2022-04-11 22:22:47 main:574] : INFO : Epoch 2037 | loss: 0.0311395 | val_loss: 0.0311668 | Time: 2726.41 ms
[2022-04-11 22:22:49 main:574] : INFO : Epoch 2038 | loss: 0.0311392 | val_loss: 0.0311667 | Time: 2642.34 ms
[2022-04-11 22:22:52 main:574] : INFO : Epoch 2039 | loss: 0.0311381 | val_loss: 0.0311662 | Time: 2542.16 ms
[2022-04-11 22:22:55 main:574] : INFO : Epoch 2040 | loss: 0.031139 | val_loss: 0.0311692 | Time: 2590.04 ms
[2022-04-11 22:22:57 main:574] : INFO : Epoch 2041 | loss: 0.0311392 | val_loss: 0.0311662 | Time: 2463.47 ms
[2022-04-11 22:23:00 main:574] : INFO : Epoch 2042 | loss: 0.0311411 | val_loss: 0.0311674 | Time: 2500.85 ms
[2022-04-11 22:23:02 main:574] : INFO : Epoch 2043 | loss: 0.0311462 | val_loss: 0.0311623 | Time: 2613.14 ms
[2022-04-11 22:23:05 main:574] : INFO : Epoch 2044 | loss: 0.0311502 | val_loss: 0.0311636 | Time: 2388.48 ms
[2022-04-11 22:23:07 main:574] : INFO : Epoch 2045 | loss: 0.0311545 | val_loss: 0.0311645 | Time: 2581.28 ms
[2022-04-11 22:23:10 main:574] : INFO : Epoch 2046 | loss: 0.0311523 | val_loss: 0.0311658 | Time: 2618.79 ms
[2022-04-11 22:23:13 main:574] : INFO : Epoch 2047 | loss: 0.0311496 | val_loss: 0.0311662 | Time: 2544.04 ms
[2022-04-11 22:23:15 main:574] : INFO : Epoch 2048 | loss: 0.0311516 | val_loss: 0.0311662 | Time: 2480.85 ms
[2022-04-11 22:23:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311662
[2022-04-11 22:23:15 main:603] : INFO : Saving end state to config to file
[2022-04-11 22:23:15 main:608] : INFO : Success, exiting..
22:23:15 (28528): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)