Task 14551441
| Name | ParityModified-1647045424-8325-3-0_1 |
| Workunit | 11373052 |
| Created | 8 Apr 2022, 19:40:53 UTC |
| Sent | 8 Apr 2022, 20:21:51 UTC |
| Report deadline | 16 Apr 2022, 20:21:51 UTC |
| Received | 8 Apr 2022, 23:08:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 13 sec |
| CPU time | 1 hours 24 min 12 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311524 | val_loss: 0.0311542 | Time: 2476.7 ms
[2022-04-08 18:47:20 main:574] : INFO : Epoch 1543 | loss: 0.0311488 | val_loss: 0.0311526 | Time: 2517.67 ms
[2022-04-08 18:47:23 main:574] : INFO : Epoch 1544 | loss: 0.0311482 | val_loss: 0.0311541 | Time: 2498.48 ms
[2022-04-08 18:47:25 main:574] : INFO : Epoch 1545 | loss: 0.0311474 | val_loss: 0.0311562 | Time: 2518.15 ms
[2022-04-08 18:47:28 main:574] : INFO : Epoch 1546 | loss: 0.0311529 | val_loss: 0.0311605 | Time: 2483.72 ms
[2022-04-08 18:47:30 main:574] : INFO : Epoch 1547 | loss: 0.031156 | val_loss: 0.0311609 | Time: 2499.98 ms
[2022-04-08 18:47:33 main:574] : INFO : Epoch 1548 | loss: 0.0311555 | val_loss: 0.0311562 | Time: 2497.64 ms
[2022-04-08 18:47:35 main:574] : INFO : Epoch 1549 | loss: 0.0311524 | val_loss: 0.0311545 | Time: 2492.85 ms
[2022-04-08 18:47:38 main:574] : INFO : Epoch 1550 | loss: 0.0311511 | val_loss: 0.0311558 | Time: 2480.76 ms
[2022-04-08 18:47:40 main:574] : INFO : Epoch 1551 | loss: 0.0311494 | val_loss: 0.0311548 | Time: 2496.54 ms
[2022-04-08 18:47:43 main:574] : INFO : Epoch 1552 | loss: 0.0311508 | val_loss: 0.0311533 | Time: 2495.59 ms
[2022-04-08 18:47:45 main:574] : INFO : Epoch 1553 | loss: 0.0311493 | val_loss: 0.031155 | Time: 2500.12 ms
[2022-04-08 18:47:48 main:574] : INFO : Epoch 1554 | loss: 0.0311493 | val_loss: 0.0311538 | Time: 2486.53 ms
[2022-04-08 18:47:50 main:574] : INFO : Epoch 1555 | loss: 0.0311493 | val_loss: 0.0311561 | Time: 2504.5 ms
[2022-04-08 18:47:53 main:574] : INFO : Epoch 1556 | loss: 0.03115 | val_loss: 0.0311569 | Time: 2472.43 ms
[2022-04-08 18:47:55 main:574] : INFO : Epoch 1557 | loss: 0.0311493 | val_loss: 0.0311529 | Time: 2487.8 ms
[2022-04-08 18:47:58 main:574] : INFO : Epoch 1558 | loss: 0.0311468 | val_loss: 0.0311536 | Time: 2478 ms
[2022-04-08 18:48:00 main:574] : INFO : Epoch 1559 | loss: 0.0311493 | val_loss: 0.0311548 | Time: 2468.35 ms
[2022-04-08 18:48:03 main:574] : INFO : Epoch 1560 | loss: 0.0311456 | val_loss: 0.0311544 | Time: 2494.34 ms
[2022-04-08 18:48:05 main:574] : INFO : Epoch 1561 | loss: 0.031147 | val_loss: 0.0311631 | Time: 2512.55 ms
[2022-04-08 18:48:08 main:574] : INFO : Epoch 1562 | loss: 0.0311525 | val_loss: 0.0311592 | Time: 2495.74 ms
[2022-04-08 18:48:10 main:574] : INFO : Epoch 1563 | loss: 0.0311518 | val_loss: 0.0311563 | Time: 2519.79 ms
[2022-04-08 18:48:13 main:574] : INFO : Epoch 1564 | loss: 0.0311476 | val_loss: 0.0311525 | Time: 2483.48 ms
[2022-04-08 18:48:15 main:574] : INFO : Epoch 1565 | loss: 0.0311467 | val_loss: 0.0311556 | Time: 2499.78 ms
[2022-04-08 18:48:18 main:574] : INFO : Epoch 1566 | loss: 0.0311477 | val_loss: 0.0311574 | Time: 2501.22 ms
[2022-04-08 18:48:20 main:574] : INFO : Epoch 1567 | loss: 0.0311463 | val_loss: 0.0311551 | Time: 2525.38 ms
[2022-04-08 18:48:23 main:574] : INFO : Epoch 1568 | loss: 0.0311489 | val_loss: 0.0311578 | Time: 2500.67 ms
[2022-04-08 18:48:25 main:574] : INFO : Epoch 1569 | loss: 0.0311544 | val_loss: 0.0311611 | Time: 2511.77 ms
[2022-04-08 18:48:28 main:574] : INFO : Epoch 1570 | loss: 0.031153 | val_loss: 0.0311553 | Time: 2485.01 ms
[2022-04-08 18:48:30 main:574] : INFO : Epoch 1571 | loss: 0.0311489 | val_loss: 0.0311571 | Time: 2499.6 ms
[2022-04-08 18:48:33 main:574] : INFO : Epoch 1572 | loss: 0.0311489 | val_loss: 0.0311572 | Time: 2489.33 ms
[2022-04-08 18:48:35 main:574] : INFO : Epoch 1573 | loss: 0.0311491 | val_loss: 0.0311584 | Time: 2500 ms
[2022-04-08 18:48:38 main:574] : INFO : Epoch 1574 | loss: 0.0311514 | val_loss: 0.0311582 | Time: 2496.44 ms
[2022-04-08 18:48:40 main:574] : INFO : Epoch 1575 | loss: 0.0311491 | val_loss: 0.0311555 | Time: 2476.2 ms
[2022-04-08 18:48:43 main:574] : INFO : Epoch 1576 | loss: 0.0311472 | val_loss: 0.0311543 | Time: 2493.87 ms
[2022-04-08 18:48:45 main:574] : INFO : Epoch 1577 | loss: 0.0311467 | val_loss: 0.0311564 | Time: 2490.13 ms
[2022-04-08 18:48:48 main:574] : INFO : Epoch 1578 | loss: 0.0311477 | val_loss: 0.0311588 | Time: 2497.94 ms
[2022-04-08 18:48:50 main:574] : INFO : Epoch 1579 | loss: 0.0311464 | val_loss: 0.0311569 | Time: 2488.13 ms
[2022-04-08 18:48:53 main:574] : INFO : Epoch 1580 | loss: 0.0311481 | val_loss: 0.0311569 | Time: 2497.3 ms
[2022-04-08 18:48:55 main:574] : INFO : Epoch 1581 | loss: 0.0311475 | val_loss: 0.0311566 | Time: 2505.89 ms
[2022-04-08 18:48:58 main:574] : INFO : Epoch 1582 | loss: 0.0311474 | val_loss: 0.0311612 | Time: 2471.13 ms
[2022-04-08 18:49:00 main:574] : INFO : Epoch 1583 | loss: 0.0311459 | val_loss: 0.0311569 | Time: 2508.2 ms
[2022-04-08 18:49:03 main:574] : INFO : Epoch 1584 | loss: 0.0311456 | val_loss: 0.031155 | Time: 2505.08 ms
[2022-04-08 18:49:05 main:574] : INFO : Epoch 1585 | loss: 0.0311442 | val_loss: 0.0311607 | Time: 2486.62 ms
[2022-04-08 18:49:08 main:574] : INFO : Epoch 1586 | loss: 0.031146 | val_loss: 0.0311525 | Time: 2521.5 ms
[2022-04-08 18:49:10 main:574] : INFO : Epoch 1587 | loss: 0.0311429 | val_loss: 0.0311529 | Time: 2506.4 ms
[2022-04-08 18:49:13 main:574] : INFO : Epoch 1588 | loss: 0.0311423 | val_loss: 0.031154 | Time: 2496.84 ms
[2022-04-08 18:49:15 main:574] : INFO : Epoch 1589 | loss: 0.0311424 | val_loss: 0.0311532 | Time: 2510.34 ms
[2022-04-08 18:49:18 main:574] : INFO : Epoch 1590 | loss: 0.0311423 | val_loss: 0.0311511 | Time: 2494.42 ms
[2022-04-08 18:49:20 main:574] : INFO : Epoch 1591 | loss: 0.0311423 | val_loss: 0.0311519 | Time: 2492.38 ms
[2022-04-08 18:49:23 main:574] : INFO : Epoch 1592 | loss: 0.0311437 | val_loss: 0.0311531 | Time: 2468.98 ms
[2022-04-08 18:49:25 main:574] : INFO : Epoch 1593 | loss: 0.0311448 | val_loss: 0.031152 | Time: 2494.75 ms
[2022-04-08 18:49:28 main:574] : INFO : Epoch 1594 | loss: 0.0311421 | val_loss: 0.0311504 | Time: 2509.49 ms
[2022-04-08 18:49:30 main:574] : INFO : Epoch 1595 | loss: 0.0311407 | val_loss: 0.0311525 | Time: 2502.08 ms
[2022-04-08 18:49:33 main:574] : INFO : Epoch 1596 | loss: 0.0311396 | val_loss: 0.0311543 | Time: 2507.11 ms
[2022-04-08 18:49:35 main:574] : INFO : Epoch 1597 | loss: 0.0311425 | val_loss: 0.0311501 | Time: 2501.43 ms
[2022-04-08 18:49:38 main:574] : INFO : Epoch 1598 | loss: 0.0311414 | val_loss: 0.0311518 | Time: 2479.14 ms
[2022-04-08 18:49:40 main:574] : INFO : Epoch 1599 | loss: 0.0311401 | val_loss: 0.031151 | Time: 2501.79 ms
[2022-04-08 18:49:43 main:574] : INFO : Epoch 1600 | loss: 0.0311417 | val_loss: 0.0311584 | Time: 2499.54 ms
[2022-04-08 18:49:45 main:574] : INFO : Epoch 1601 | loss: 0.0311436 | val_loss: 0.0311565 | Time: 2495.21 ms
[2022-04-08 18:49:48 main:574] : INFO : Epoch 1602 | loss: 0.0311449 | val_loss: 0.0311606 | Time: 2499.84 ms
[2022-04-08 18:49:50 main:574] : INFO : Epoch 1603 | loss: 0.0311448 | val_loss: 0.0311533 | Time: 2478.61 ms
[2022-04-08 18:49:53 main:574] : INFO : Epoch 1604 | loss: 0.0311434 | val_loss: 0.0311534 | Time: 2464.71 ms
[2022-04-08 18:49:55 main:574] : INFO : Epoch 1605 | loss: 0.0311438 | val_loss: 0.0311526 | Time: 2512.22 ms
[2022-04-08 18:49:58 main:574] : INFO : Epoch 1606 | loss: 0.031145 | val_loss: 0.0311564 | Time: 2492.61 ms
[2022-04-08 18:50:00 main:574] : INFO : Epoch 1607 | loss: 0.0311488 | val_loss: 0.0311535 | Time: 2486.11 ms
[2022-04-08 18:50:03 main:574] : INFO : Epoch 1608 | loss: 0.0311491 | val_loss: 0.0311551 | Time: 2479.78 ms
[2022-04-08 18:50:05 main:574] : INFO : Epoch 1609 | loss: 0.0311524 | val_loss: 0.0311568 | Time: 2509.29 ms
[2022-04-08 18:50:08 main:574] : INFO : Epoch 1610 | loss: 0.0311523 | val_loss: 0.0311552 | Time: 2477.37 ms
[2022-04-08 18:50:10 main:574] : INFO : Epoch 1611 | loss: 0.0311503 | val_loss: 0.0311564 | Time: 2494.92 ms
[2022-04-08 18:50:12 main:574] : INFO : Epoch 1612 | loss: 0.0311479 | val_loss: 0.0311544 | Time: 2470.52 ms
[2022-04-08 18:50:15 main:574] : INFO : Epoch 1613 | loss: 0.0311469 | val_loss: 0.0311552 | Time: 2512.8 ms
[2022-04-08 18:50:18 main:574] : INFO : Epoch 1614 | loss: 0.031145 | val_loss: 0.0311534 | Time: 2528.47 ms
[2022-04-08 18:50:20 main:574] : INFO : Epoch 1615 | loss: 0.0311425 | val_loss: 0.0311496 | Time: 2444.43 ms
[2022-04-08 18:50:22 main:574] : INFO : Epoch 1616 | loss: 0.0311473 | val_loss: 0.0311526 | Time: 2487.81 ms
[2022-04-08 18:50:25 main:574] : INFO : Epoch 1617 | loss: 0.0311475 | val_loss: 0.031152 | Time: 2516.71 ms
[2022-04-08 18:50:27 main:574] : INFO : Epoch 1618 | loss: 0.0311452 | val_loss: 0.0311528 | Time: 2458 ms
[2022-04-08 18:50:30 main:574] : INFO : Epoch 1619 | loss: 0.0311436 | val_loss: 0.031156 | Time: 2475.98 ms
[2022-04-08 18:50:32 main:574] : INFO : Epoch 1620 | loss: 0.0311449 | val_loss: 0.0311523 | Time: 2466.18 ms
[2022-04-08 18:50:35 main:574] : INFO : Epoch 1621 | loss: 0.0311441 | val_loss: 0.0311547 | Time: 2477.23 ms
[2022-04-08 18:50:37 main:574] : INFO : Epoch 1622 | loss: 0.0311426 | val_loss: 0.0311516 | Time: 2507.53 ms
[2022-04-08 18:50:40 main:574] : INFO : Epoch 1623 | loss: 0.031143 | val_loss: 0.0311529 | Time: 2508.35 ms
[2022-04-08 18:50:42 main:574] : INFO : Epoch 1624 | loss: 0.0311434 | val_loss: 0.031152 | Time: 2472 ms
[2022-04-08 18:50:45 main:574] : INFO : Epoch 1625 | loss: 0.0311412 | val_loss: 0.031154 | Time: 2494.41 ms
[2022-04-08 18:50:47 main:574] : INFO : Epoch 1626 | loss: 0.031143 | val_loss: 0.0311528 | Time: 2478.68 ms
[2022-04-08 18:50:50 main:574] : INFO : Epoch 1627 | loss: 0.0311408 | val_loss: 0.0311521 | Time: 2491.31 ms
[2022-04-08 18:50:52 main:574] : INFO : Epoch 1628 | loss: 0.0311417 | val_loss: 0.0311524 | Time: 2512.74 ms
[2022-04-08 18:50:55 main:574] : INFO : Epoch 1629 | loss: 0.0311391 | val_loss: 0.0311535 | Time: 2522.01 ms
[2022-04-08 18:50:57 main:574] : INFO : Epoch 1630 | loss: 0.0311397 | val_loss: 0.0311539 | Time: 2476.34 ms
[2022-04-08 18:51:00 main:574] : INFO : Epoch 1631 | loss: 0.0311394 | val_loss: 0.0311504 | Time: 2454.55 ms
[2022-04-08 18:51:02 main:574] : INFO : Epoch 1632 | loss: 0.0311392 | val_loss: 0.0311502 | Time: 2476.21 ms
[2022-04-08 18:51:05 main:574] : INFO : Epoch 1633 | loss: 0.0311398 | val_loss: 0.0311518 | Time: 2473.37 ms
[2022-04-08 18:51:07 main:574] : INFO : Epoch 1634 | loss: 0.0311409 | val_loss: 0.0311511 | Time: 2483.56 ms
[2022-04-08 18:51:10 main:574] : INFO : Epoch 1635 | loss: 0.0311378 | val_loss: 0.0311527 | Time: 2500.51 ms
[2022-04-08 18:51:12 main:574] : INFO : Epoch 1636 | loss: 0.0311421 | val_loss: 0.0311563 | Time: 2474.05 ms
[2022-04-08 18:51:15 main:574] : INFO : Epoch 1637 | loss: 0.0311422 | val_loss: 0.0311563 | Time: 2505.24 ms
[2022-04-08 18:51:17 main:574] : INFO : Epoch 1638 | loss: 0.0311423 | val_loss: 0.0311544 | Time: 2508.22 ms
[2022-04-08 18:51:20 main:574] : INFO : Epoch 1639 | loss: 0.0311413 | val_loss: 0.0311518 | Time: 2472.15 ms
[2022-04-08 18:51:22 main:574] : INFO : Epoch 1640 | loss: 0.0311423 | val_loss: 0.0311517 | Time: 2504.4 ms
[2022-04-08 18:51:25 main:574] : INFO : Epoch 1641 | loss: 0.0311463 | val_loss: 0.0311546 | Time: 2484.52 ms
[2022-04-08 18:51:27 main:574] : INFO : Epoch 1642 | loss: 0.0311444 | val_loss: 0.0311505 | Time: 2480.71 ms
[2022-04-08 18:51:30 main:574] : INFO : Epoch 1643 | loss: 0.0311423 | val_loss: 0.0311499 | Time: 2502.94 ms
[2022-04-08 18:51:32 main:574] : INFO : Epoch 1644 | loss: 0.0311399 | val_loss: 0.031148 | Time: 2471.23 ms
[2022-04-08 18:51:35 main:574] : INFO : Epoch 1645 | loss: 0.0311392 | val_loss: 0.0311503 | Time: 2528.44 ms
[2022-04-08 18:51:37 main:574] : INFO : Epoch 1646 | loss: 0.0311409 | val_loss: 0.0311511 | Time: 2480.44 ms
[2022-04-08 18:51:40 main:574] : INFO : Epoch 1647 | loss: 0.0311403 | val_loss: 0.0311524 | Time: 2512.23 ms
[2022-04-08 18:51:42 main:574] : INFO : Epoch 1648 | loss: 0.0311407 | val_loss: 0.0311484 | Time: 2490.89 ms
[2022-04-08 18:51:45 main:574] : INFO : Epoch 1649 | loss: 0.0311394 | val_loss: 0.031148 | Time: 2459.82 ms
[2022-04-08 18:51:47 main:574] : INFO : Epoch 1650 | loss: 0.0311412 | val_loss: 0.0311511 | Time: 2489.71 ms
[2022-04-08 18:51:50 main:574] : INFO : Epoch 1651 | loss: 0.0311417 | val_loss: 0.0311496 | Time: 2487.15 ms
[2022-04-08 18:51:52 main:574] : INFO : Epoch 1652 | loss: 0.0311414 | val_loss: 0.0311559 | Time: 2508.36 ms
[2022-04-08 18:51:55 main:574] : INFO : Epoch 1653 | loss: 0.031141 | val_loss: 0.0311474 | Time: 2473.09 ms
[2022-04-08 18:51:57 main:574] : INFO : Epoch 1654 | loss: 0.0311392 | val_loss: 0.0311495 | Time: 2477.27 ms
[2022-04-08 18:52:00 main:574] : INFO : Epoch 1655 | loss: 0.0311427 | val_loss: 0.0311523 | Time: 2479.35 ms
[2022-04-08 18:52:02 main:574] : INFO : Epoch 1656 | loss: 0.0311374 | val_loss: 0.0311522 | Time: 2467.39 ms
[2022-04-08 18:52:05 main:574] : INFO : Epoch 1657 | loss: 0.0311387 | val_loss: 0.0311504 | Time: 2478.94 ms
[2022-04-08 18:52:07 main:574] : INFO : Epoch 1658 | loss: 0.0311415 | val_loss: 0.0311508 | Time: 2498.77 ms
[2022-04-08 18:52:10 main:574] : INFO : Epoch 1659 | loss: 0.0311407 | val_loss: 0.0311496 | Time: 2502.85 ms
[2022-04-08 18:52:12 main:574] : INFO : Epoch 1660 | loss: 0.0311416 | val_loss: 0.0311519 | Time: 2493.54 ms
[2022-04-08 18:52:15 main:574] : INFO : Epoch 1661 | loss: 0.0311392 | val_loss: 0.03115 | Time: 2503.53 ms
[2022-04-08 18:52:17 main:574] : INFO : Epoch 1662 | loss: 0.0311363 | val_loss: 0.0311498 | Time: 2494.75 ms
[2022-04-08 18:52:20 main:574] : INFO : Epoch 1663 | loss: 0.0311376 | val_loss: 0.0311533 | Time: 2498.96 ms
[2022-04-08 18:52:22 main:574] : INFO : Epoch 1664 | loss: 0.0311372 | val_loss: 0.0311508 | Time: 2520.94 ms
[2022-04-08 18:52:25 main:574] : INFO : Epoch 1665 | loss: 0.0311377 | val_loss: 0.0311562 | Time: 2479.1 ms
[2022-04-08 18:52:27 main:574] : INFO : Epoch 1666 | loss: 0.0311354 | val_loss: 0.0311507 | Time: 2499.44 ms
[2022-04-08 18:52:30 main:574] : INFO : Epoch 1667 | loss: 0.031136 | val_loss: 0.0311577 | Time: 2494.92 ms
[2022-04-08 18:52:32 main:574] : INFO : Epoch 1668 | loss: 0.0311373 | val_loss: 0.0311577 | Time: 2468.24 ms
[2022-04-08 18:52:34 main:574] : INFO : Epoch 1669 | loss: 0.0311355 | val_loss: 0.0311522 | Time: 2463.05 ms
[2022-04-08 18:52:37 main:574] : INFO : Epoch 1670 | loss: 0.0311348 | val_loss: 0.0311535 | Time: 2483.03 ms
[2022-04-08 18:52:39 main:574] : INFO : Epoch 1671 | loss: 0.0311337 | val_loss: 0.0311531 | Time: 2482.74 ms
[2022-04-08 18:52:42 main:574] : INFO : Epoch 1672 | loss: 0.0311398 | val_loss: 0.0311582 | Time: 2462.81 ms
[2022-04-08 18:52:44 main:574] : INFO : Epoch 1673 | loss: 0.0311396 | val_loss: 0.0311579 | Time: 2478.03 ms
[2022-04-08 18:52:47 main:574] : INFO : Epoch 1674 | loss: 0.0311381 | val_loss: 0.0311544 | Time: 2487.13 ms
[2022-04-08 18:52:49 main:574] : INFO : Epoch 1675 | loss: 0.0311426 | val_loss: 0.0311513 | Time: 2481.7 ms
[2022-04-08 18:52:52 main:574] : INFO : Epoch 1676 | loss: 0.0311415 | val_loss: 0.0311541 | Time: 2517.68 ms
[2022-04-08 18:52:54 main:574] : INFO : Epoch 1677 | loss: 0.0311421 | val_loss: 0.0311492 | Time: 2470.01 ms
[2022-04-08 18:52:57 main:574] : INFO : Epoch 1678 | loss: 0.0311407 | val_loss: 0.0311486 | Time: 2477.09 ms
[2022-04-08 18:52:59 main:574] : INFO : Epoch 1679 | loss: 0.0311427 | val_loss: 0.0311548 | Time: 2468.57 ms
[2022-04-08 18:53:02 main:574] : INFO : Epoch 1680 | loss: 0.0311453 | val_loss: 0.0311479 | Time: 2489.1 ms
[2022-04-08 18:53:04 main:574] : INFO : Epoch 1681 | loss: 0.0311445 | val_loss: 0.0311489 | Time: 2476.1 ms
[2022-04-08 18:53:07 main:574] : INFO : Epoch 1682 | loss: 0.0311401 | val_loss: 0.0311497 | Time: 2436.63 ms
[2022-04-08 18:53:09 main:574] : INFO : Epoch 1683 | loss: 0.0311412 | val_loss: 0.0311501 | Time: 2470.33 ms
[2022-04-08 18:53:12 main:574] : INFO : Epoch 1684 | loss: 0.031144 | val_loss: 0.0311494 | Time: 2450.94 ms
[2022-04-08 18:53:14 main:574] : INFO : Epoch 1685 | loss: 0.031139 | val_loss: 0.0311476 | Time: 2461.64 ms
[2022-04-08 18:53:17 main:574] : INFO : Epoch 1686 | loss: 0.0311404 | val_loss: 0.0311531 | Time: 2442.02 ms
[2022-04-08 18:53:19 main:574] : INFO : Epoch 1687 | loss: 0.0311419 | val_loss: 0.0311489 | Time: 2464.61 ms
[2022-04-08 18:53:21 main:574] : INFO : Epoch 1688 | loss: 0.0311399 | val_loss: 0.031151 | Time: 2469.94 ms
[2022-04-08 18:53:24 main:574] : INFO : Epoch 1689 | loss: 0.0311386 | val_loss: 0.0311483 | Time: 2475.69 ms
[2022-04-08 18:53:26 main:574] : INFO : Epoch 1690 | loss: 0.0311368 | val_loss: 0.0311473 | Time: 2508.73 ms
[2022-04-08 18:53:29 main:574] : INFO : Epoch 1691 | loss: 0.0311378 | val_loss: 0.031147 | Time: 2494.03 ms
[2022-04-08 18:53:31 main:574] : INFO : Epoch 1692 | loss: 0.0311369 | val_loss: 0.0311468 | Time: 2490.13 ms
[2022-04-08 18:53:34 main:574] : INFO : Epoch 1693 | loss: 0.0311349 | val_loss: 0.0311446 | Time: 2492.38 ms
[2022-04-08 18:53:36 main:574] : INFO : Epoch 1694 | loss: 0.0311332 | val_loss: 0.031147 | Time: 2491.09 ms
[2022-04-08 18:53:39 main:574] : INFO : Epoch 1695 | loss: 0.0311358 | val_loss: 0.0311483 | Time: 2500.26 ms
[2022-04-08 18:53:41 main:574] : INFO : Epoch 1696 | loss: 0.0311434 | val_loss: 0.0311519 | Time: 2506.71 ms
[2022-04-08 18:53:44 main:574] : INFO : Epoch 1697 | loss: 0.0311397 | val_loss: 0.0311508 | Time: 2489.55 ms
[2022-04-08 18:53:46 main:574] : INFO : Epoch 1698 | loss: 0.0311389 | val_loss: 0.0311473 | Time: 2486.45 ms
[2022-04-08 18:53:49 main:574] : INFO : Epoch 1699 | loss: 0.0311409 | val_loss: 0.0311563 | Time: 2498 ms
[2022-04-08 18:53:51 main:574] : INFO : Epoch 1700 | loss: 0.0311474 | val_loss: 0.0311486 | Time: 2478.44 ms
[2022-04-08 18:53:54 main:574] : INFO : Epoch 1701 | loss: 0.0311426 | val_loss: 0.0311491 | Time: 2466.04 ms
[2022-04-08 18:53:56 main:574] : INFO : Epoch 1702 | loss: 0.0311451 | val_loss: 0.0311518 | Time: 2485.19 ms
[2022-04-08 18:53:59 main:574] : INFO : Epoch 1703 | loss: 0.0311419 | val_loss: 0.0311548 | Time: 2490.53 ms
[2022-04-08 18:54:01 main:574] : INFO : Epoch 1704 | loss: 0.0311395 | val_loss: 0.0311485 | Time: 2489.65 ms
[2022-04-08 18:54:04 main:574] : INFO : Epoch 1705 | loss: 0.0311375 | val_loss: 0.0311526 | Time: 2521.79 ms
[2022-04-08 18:54:06 main:574] : INFO : Epoch 1706 | loss: 0.0311374 | val_loss: 0.0311523 | Time: 2507.11 ms
[2022-04-08 18:54:09 main:574] : INFO : Epoch 1707 | loss: 0.0311353 | val_loss: 0.0311489 | Time: 2508.87 ms
[2022-04-08 18:54:11 main:574] : INFO : Epoch 1708 | loss: 0.0311359 | val_loss: 0.0311506 | Time: 2503.02 ms
[2022-04-08 18:54:14 main:574] : INFO : Epoch 1709 | loss: 0.0311342 | val_loss: 0.0311488 | Time: 2502.27 ms
[2022-04-08 18:54:16 main:574] : INFO : Epoch 1710 | loss: 0.0311333 | val_loss: 0.0311449 | Time: 2489.01 ms
[2022-04-08 18:54:19 main:574] : INFO : Epoch 1711 | loss: 0.031132 | val_loss: 0.0311578 | Time: 2478.44 ms
[2022-04-08 18:54:21 main:574] : INFO : Epoch 1712 | loss: 0.0311362 | val_loss: 0.0311461 | Time: 2475.66 ms
[2022-04-08 18:54:24 main:574] : INFO : Epoch 1713 | loss: 0.0311334 | val_loss: 0.031146 | Time: 2525.05 ms
[2022-04-08 18:54:26 main:574] : INFO : Epoch 1714 | loss: 0.0311329 | val_loss: 0.0311478 | Time: 2493.87 ms
[2022-04-08 18:54:29 main:574] : INFO : Epoch 1715 | loss: 0.0311311 | val_loss: 0.0311451 | Time: 2508.64 ms
[2022-04-08 18:54:31 main:574] : INFO : Epoch 1716 | loss: 0.0311328 | val_loss: 0.0311446 | Time: 2474.81 ms
[2022-04-08 18:54:34 main:574] : INFO : Epoch 1717 | loss: 0.0311317 | val_loss: 0.0311449 | Time: 2508.89 ms
[2022-04-08 18:54:36 main:574] : INFO : Epoch 1718 | loss: 0.0311309 | val_loss: 0.0311466 | Time: 2532.76 ms
[2022-04-08 18:54:39 main:574] : INFO : Epoch 1719 | loss: 0.0311293 | val_loss: 0.0311436 | Time: 2504.75 ms
[2022-04-08 18:54:41 main:574] : INFO : Epoch 1720 | loss: 0.0311315 | val_loss: 0.0311478 | Time: 2490.06 ms
[2022-04-08 18:54:44 main:574] : INFO : Epoch 1721 | loss: 0.0311313 | val_loss: 0.0311457 | Time: 2529.51 ms
[2022-04-08 18:54:46 main:574] : INFO : Epoch 1722 | loss: 0.0311288 | val_loss: 0.0311463 | Time: 2473.67 ms
[2022-04-08 18:54:49 main:574] : INFO : Epoch 1723 | loss: 0.0311338 | val_loss: 0.0311474 | Time: 2473.16 ms
[2022-04-08 18:54:51 main:574] : INFO : Epoch 1724 | loss: 0.0311342 | val_loss: 0.0311457 | Time: 2461.19 ms
[2022-04-08 18:54:54 main:574] : INFO : Epoch 1725 | loss: 0.0311315 | val_loss: 0.0311462 | Time: 2452.72 ms
[2022-04-08 18:54:56 main:574] : INFO : Epoch 1726 | loss: 0.0311292 | val_loss: 0.0311489 | Time: 2485.33 ms
[2022-04-08 18:54:59 main:574] : INFO : Epoch 1727 | loss: 0.0311318 | val_loss: 0.0311467 | Time: 2479.83 ms
[2022-04-08 18:55:01 main:574] : INFO : Epoch 1728 | loss: 0.0311341 | val_loss: 0.0311455 | Time: 2511.91 ms
[2022-04-08 18:55:04 main:574] : INFO : Epoch 1729 | loss: 0.0311326 | val_loss: 0.0311455 | Time: 2525.34 ms
[2022-04-08 18:55:06 main:574] : INFO : Epoch 1730 | loss: 0.031129 | val_loss: 0.0311434 | Time: 2500.69 ms
[2022-04-08 18:55:09 main:574] : INFO : Epoch 1731 | loss: 0.0311283 | val_loss: 0.0311542 | Time: 2497.19 ms
[2022-04-08 18:55:11 main:574] : INFO : Epoch 1732 | loss: 0.0311338 | val_loss: 0.0311444 | Time: 2495.91 ms
[2022-04-08 18:55:14 main:574] : INFO : Epoch 1733 | loss: 0.0311277 | val_loss: 0.031146 | Time: 2499.51 ms
[2022-04-08 18:55:16 main:574] : INFO : Epoch 1734 | loss: 0.0311303 | val_loss: 0.0311453 | Time: 2489.65 ms
[2022-04-08 18:55:19 main:574] : INFO : Epoch 1735 | loss: 0.0311311 | val_loss: 0.0311434 | Time: 2502.53 ms
[2022-04-08 18:55:21 main:574] : INFO : Epoch 1736 | loss: 0.031129 | val_loss: 0.031149 | Time: 2523.74 ms
[2022-04-08 18:55:24 main:574] : INFO : Epoch 1737 | loss: 0.0311335 | val_loss: 0.0311496 | Time: 2463.13 ms
[2022-04-08 18:55:26 main:574] : INFO : Epoch 1738 | loss: 0.0311334 | val_loss: 0.0311484 | Time: 2493.28 ms
[2022-04-08 18:55:29 main:574] : INFO : Epoch 1739 | loss: 0.0311332 | val_loss: 0.0311509 | Time: 2527.38 ms
[2022-04-08 18:55:31 main:574] : INFO : Epoch 1740 | loss: 0.0311353 | val_loss: 0.0311475 | Time: 2499.66 ms
[2022-04-08 18:55:34 main:574] : INFO : Epoch 1741 | loss: 0.031132 | val_loss: 0.0311478 | Time: 2506.41 ms
[2022-04-08 18:55:36 main:574] : INFO : Epoch 1742 | loss: 0.0311323 | val_loss: 0.0311494 | Time: 2489.31 ms
[2022-04-08 18:55:39 main:574] : INFO : Epoch 1743 | loss: 0.0311324 | val_loss: 0.0311478 | Time: 2497.83 ms
[2022-04-08 18:55:41 main:574] : INFO : Epoch 1744 | loss: 0.0311302 | val_loss: 0.0311499 | Time: 2459.31 ms
[2022-04-08 18:55:44 main:574] : INFO : Epoch 1745 | loss: 0.0311286 | val_loss: 0.0311511 | Time: 2477.26 ms
[2022-04-08 18:55:46 main:574] : INFO : Epoch 1746 | loss: 0.0311308 | val_loss: 0.0311512 | Time: 2459.03 ms
[2022-04-08 18:55:49 main:574] : INFO : Epoch 1747 | loss: 0.0311288 | val_loss: 0.0311487 | Time: 2519.4 ms
[2022-04-08 18:55:51 main:574] : INFO : Epoch 1748 | loss: 0.0311323 | val_loss: 0.0311526 | Time: 2472.02 ms
[2022-04-08 18:55:54 main:574] : INFO : Epoch 1749 | loss: 0.0311351 | val_loss: 0.0311525 | Time: 2494.96 ms
[2022-04-08 18:55:56 main:574] : INFO : Epoch 1750 | loss: 0.0311303 | val_loss: 0.0311484 | Time: 2496.48 ms
[2022-04-08 18:55:59 main:574] : INFO : Epoch 1751 | loss: 0.0311272 | val_loss: 0.0311469 | Time: 2493.56 ms
[2022-04-08 18:56:01 main:574] : INFO : Epoch 1752 | loss: 0.0311267 | val_loss: 0.0311509 | Time: 2492.84 ms
[2022-04-08 18:56:04 main:574] : INFO : Epoch 1753 | loss: 0.0311318 | val_loss: 0.0311646 | Time: 2494.53 ms
[2022-04-08 18:56:06 main:574] : INFO : Epoch 1754 | loss: 0.0311318 | val_loss: 0.0311504 | Time: 2495.39 ms
[2022-04-08 18:56:09 main:574] : INFO : Epoch 1755 | loss: 0.0311255 | val_loss: 0.0311486 | Time: 2477.61 ms
[2022-04-08 18:56:11 main:574] : INFO : Epoch 1756 | loss: 0.031125 | val_loss: 0.031148 | Time: 2488.69 ms
[2022-04-08 18:56:14 main:574] : INFO : Epoch 1757 | loss: 0.0311258 | val_loss: 0.031147 | Time: 2489.12 ms
[2022-04-08 18:56:16 main:574] : INFO : Epoch 1758 | loss: 0.0311256 | val_loss: 0.0311483 | Time: 2503.23 ms
[2022-04-08 18:56:19 main:574] : INFO : Epoch 1759 | loss: 0.0311282 | val_loss: 0.0311477 | Time: 2495.96 ms
[2022-04-08 18:56:21 main:574] : INFO : Epoch 1760 | loss: 0.0311307 | val_loss: 0.0311481 | Time: 2484.25 ms
[2022-04-08 18:56:24 main:574] : INFO : Epoch 1761 | loss: 0.0311307 | val_loss: 0.0311466 | Time: 2480.84 ms
[2022-04-08 18:56:26 main:574] : INFO : Epoch 1762 | loss: 0.0311297 | val_loss: 0.0311469 | Time: 2508.72 ms
[2022-04-08 18:56:29 main:574] : INFO : Epoch 1763 | loss: 0.0311314 | val_loss: 0.0311614 | Time: 2453.25 ms
[2022-04-08 18:56:31 main:574] : INFO : Epoch 1764 | loss: 0.0311301 | val_loss: 0.031147 | Time: 2475.85 ms
[2022-04-08 18:56:34 main:574] : INFO : Epoch 1765 | loss: 0.0311263 | val_loss: 0.0311523 | Time: 2510.19 ms
[2022-04-08 18:56:36 main:574] : INFO : Epoch 1766 | loss: 0.0311249 | val_loss: 0.0311478 | Time: 2490.53 ms
[2022-04-08 18:56:39 main:574] : INFO : Epoch 1767 | loss: 0.0311259 | val_loss: 0.0311506 | Time: 2474.95 ms
[2022-04-08 18:56:41 main:574] : INFO : Epoch 1768 | loss: 0.0311256 | val_loss: 0.0311524 | Time: 2511.28 ms
[2022-04-08 18:56:44 main:574] : INFO : Epoch 1769 | loss: 0.031127 | val_loss: 0.0311456 | Time: 2483.74 ms
[2022-04-08 18:56:46 main:574] : INFO : Epoch 1770 | loss: 0.0311249 | val_loss: 0.0311534 | Time: 2452.48 ms
[2022-04-08 18:56:49 main:574] : INFO : Epoch 1771 | loss: 0.031127 | val_loss: 0.0311454 | Time: 2479.84 ms
[2022-04-08 18:56:51 main:574] : INFO : Epoch 1772 | loss: 0.0311256 | val_loss: 0.0311456 | Time: 2483.29 ms
[2022-04-08 18:56:53 main:574] : INFO : Epoch 1773 | loss: 0.0311308 | val_loss: 0.0311523 | Time: 2468.44 ms
[2022-04-08 18:56:56 main:574] : INFO : Epoch 1774 | loss: 0.0311333 | val_loss: 0.0311452 | Time: 2484.26 ms
[2022-04-08 18:56:58 main:574] : INFO : Epoch 1775 | loss: 0.0311319 | val_loss: 0.0311494 | Time: 2494.04 ms
[2022-04-08 18:57:01 main:574] : INFO : Epoch 1776 | loss: 0.0311317 | val_loss: 0.0311467 | Time: 2511.37 ms
[2022-04-08 18:57:03 main:574] : INFO : Epoch 1777 | loss: 0.0311345 | val_loss: 0.0311451 | Time: 2477.83 ms
[2022-04-08 18:57:06 main:574] : INFO : Epoch 1778 | loss: 0.031133 | val_loss: 0.0311494 | Time: 2460.1 ms
[2022-04-08 18:57:08 main:574] : INFO : Epoch 1779 | loss: 0.0311358 | val_loss: 0.0311521 | Time: 2473.59 ms
[2022-04-08 18:57:11 main:574] : INFO : Epoch 1780 | loss: 0.0311321 | val_loss: 0.0311475 | Time: 2499.89 ms
[2022-04-08 18:57:13 main:574] : INFO : Epoch 1781 | loss: 0.0311296 | val_loss: 0.0311484 | Time: 2448.24 ms
[2022-04-08 18:57:16 main:574] : INFO : Epoch 1782 | loss: 0.0311304 | val_loss: 0.0311453 | Time: 2484.77 ms
[2022-04-08 18:57:18 main:574] : INFO : Epoch 1783 | loss: 0.0311306 | val_loss: 0.0311518 | Time: 2463.18 ms
[2022-04-08 18:57:21 main:574] : INFO : Epoch 1784 | loss: 0.0311294 | val_loss: 0.0311469 | Time: 2490.74 ms
[2022-04-08 18:57:23 main:574] : INFO : Epoch 1785 | loss: 0.0311343 | val_loss: 0.0311482 | Time: 2484.46 ms
[2022-04-08 18:57:26 main:574] : INFO : Epoch 1786 | loss: 0.0311326 | val_loss: 0.0311513 | Time: 2510.78 ms
[2022-04-08 18:57:28 main:574] : INFO : Epoch 1787 | loss: 0.0311322 | val_loss: 0.0311503 | Time: 2485.41 ms
[2022-04-08 18:57:31 main:574] : INFO : Epoch 1788 | loss: 0.0311282 | val_loss: 0.0311451 | Time: 2507.09 ms
[2022-04-08 18:57:33 main:574] : INFO : Epoch 1789 | loss: 0.031127 | val_loss: 0.0311476 | Time: 2506.1 ms
[2022-04-08 18:57:36 main:574] : INFO : Epoch 1790 | loss: 0.0311267 | val_loss: 0.0311428 | Time: 2516.48 ms
[2022-04-08 18:57:38 main:574] : INFO : Epoch 1791 | loss: 0.0311263 | val_loss: 0.0311456 | Time: 2493.53 ms
[2022-04-08 18:57:41 main:574] : INFO : Epoch 1792 | loss: 0.0311292 | val_loss: 0.0311592 | Time: 2482.66 ms
[2022-04-08 18:57:43 main:574] : INFO : Epoch 1793 | loss: 0.0311294 | val_loss: 0.0311535 | Time: 2485.39 ms
[2022-04-08 18:57:46 main:574] : INFO : Epoch 1794 | loss: 0.0311266 | val_loss: 0.0311452 | Time: 2509.88 ms
[2022-04-08 18:57:48 main:574] : INFO : Epoch 1795 | loss: 0.0311361 | val_loss: 0.0311466 | Time: 2529.17 ms
[2022-04-08 18:57:51 main:574] : INFO : Epoch 1796 | loss: 0.0311347 | val_loss: 0.03115 | Time: 2508.68 ms
[2022-04-08 18:57:53 main:574] : INFO : Epoch 1797 | loss: 0.0311322 | val_loss: 0.0311473 | Time: 2505.35 ms
[2022-04-08 18:57:56 main:574] : INFO : Epoch 1798 | loss: 0.031133 | val_loss: 0.0311549 | Time: 2523.89 ms
[2022-04-08 18:57:58 main:574] : INFO : Epoch 1799 | loss: 0.0311341 | val_loss: 0.0311436 | Time: 2515.9 ms
[2022-04-08 18:58:01 main:574] : INFO : Epoch 1800 | loss: 0.0311294 | val_loss: 0.0311478 | Time: 2502.96 ms
[2022-04-08 18:58:03 main:574] : INFO : Epoch 1801 | loss: 0.0311275 | val_loss: 0.0311465 | Time: 2500.29 ms
[2022-04-08 18:58:06 main:574] : INFO : Epoch 1802 | loss: 0.0311284 | val_loss: 0.0311428 | Time: 2512.04 ms
[2022-04-08 18:58:08 main:574] : INFO : Epoch 1803 | loss: 0.0311302 | val_loss: 0.0311503 | Time: 2489.49 ms
[2022-04-08 18:58:11 main:574] : INFO : Epoch 1804 | loss: 0.0311277 | val_loss: 0.0311487 | Time: 2475.5 ms
[2022-04-08 18:58:13 main:574] : INFO : Epoch 1805 | loss: 0.0311298 | val_loss: 0.0311438 | Time: 2485.02 ms
[2022-04-08 18:58:16 main:574] : INFO : Epoch 1806 | loss: 0.0311258 | val_loss: 0.0311468 | Time: 2481.66 ms
[2022-04-08 18:58:18 main:574] : INFO : Epoch 1807 | loss: 0.0311291 | val_loss: 0.0311508 | Time: 2474.41 ms
[2022-04-08 18:58:21 main:574] : INFO : Epoch 1808 | loss: 0.0311277 | val_loss: 0.031147 | Time: 2479.55 ms
[2022-04-08 18:58:23 main:574] : INFO : Epoch 1809 | loss: 0.0311289 | val_loss: 0.031152 | Time: 2467.04 ms
[2022-04-08 18:58:26 main:574] : INFO : Epoch 1810 | loss: 0.0311534 | val_loss: 0.0311533 | Time: 2512.14 ms
[2022-04-08 18:58:28 main:574] : INFO : Epoch 1811 | loss: 0.0311467 | val_loss: 0.031149 | Time: 2498.37 ms
[2022-04-08 18:58:31 main:574] : INFO : Epoch 1812 | loss: 0.0311441 | val_loss: 0.0311496 | Time: 2524.36 ms
[2022-04-08 18:58:33 main:574] : INFO : Epoch 1813 | loss: 0.031142 | val_loss: 0.0311486 | Time: 2485.43 ms
[2022-04-08 18:58:36 main:574] : INFO : Epoch 1814 | loss: 0.0311389 | val_loss: 0.0311466 | Time: 2473.93 ms
[2022-04-08 18:58:38 main:574] : INFO : Epoch 1815 | loss: 0.0311377 | val_loss: 0.031151 | Time: 2490.19 ms
[2022-04-08 18:58:41 main:574] : INFO : Epoch 1816 | loss: 0.0311374 | val_loss: 0.0311439 | Time: 2506.72 ms
[2022-04-08 18:58:43 main:574] : INFO : Epoch 1817 | loss: 0.0311343 | val_loss: 0.0311476 | Time: 2522.17 ms
[2022-04-08 18:58:46 main:574] : INFO : Epoch 1818 | loss: 0.0311337 | val_loss: 0.0311467 | Time: 2517.45 ms
[2022-04-08 18:58:48 main:574] : INFO : Epoch 1819 | loss: 0.0311336 | val_loss: 0.0311442 | Time: 2489.63 ms
[2022-04-08 18:58:51 main:574] : INFO : Epoch 1820 | loss: 0.0311295 | val_loss: 0.0311463 | Time: 2521.87 ms
[2022-04-08 18:58:53 main:574] : INFO : Epoch 1821 | loss: 0.0311322 | val_loss: 0.0311439 | Time: 2477.11 ms
[2022-04-08 18:58:56 main:574] : INFO : Epoch 1822 | loss: 0.03113 | val_loss: 0.0311426 | Time: 2516.22 ms
[2022-04-08 18:58:58 main:574] : INFO : Epoch 1823 | loss: 0.0311296 | val_loss: 0.0311466 | Time: 2474.87 ms
[2022-04-08 18:59:01 main:574] : INFO : Epoch 1824 | loss: 0.031131 | val_loss: 0.0311483 | Time: 2502.22 ms
[2022-04-08 18:59:03 main:574] : INFO : Epoch 1825 | loss: 0.0311289 | val_loss: 0.0311463 | Time: 2472.66 ms
[2022-04-08 18:59:06 main:574] : INFO : Epoch 1826 | loss: 0.0311276 | val_loss: 0.0311488 | Time: 2500.99 ms
[2022-04-08 18:59:08 main:574] : INFO : Epoch 1827 | loss: 0.031127 | val_loss: 0.0311449 | Time: 2521.99 ms
[2022-04-08 18:59:11 main:574] : INFO : Epoch 1828 | loss: 0.0311262 | val_loss: 0.0311489 | Time: 2500.3 ms
[2022-04-08 18:59:13 main:574] : INFO : Epoch 1829 | loss: 0.0311243 | val_loss: 0.0311462 | Time: 2514.21 ms
[2022-04-08 18:59:16 main:574] : INFO : Epoch 1830 | loss: 0.0311259 | val_loss: 0.0311475 | Time: 2496.17 ms
[2022-04-08 18:59:18 main:574] : INFO : Epoch 1831 | loss: 0.0311253 | val_loss: 0.0311465 | Time: 2488.17 ms
[2022-04-08 18:59:21 main:574] : INFO : Epoch 1832 | loss: 0.0311243 | val_loss: 0.031148 | Time: 2480.52 ms
[2022-04-08 18:59:23 main:574] : INFO : Epoch 1833 | loss: 0.0311278 | val_loss: 0.0311443 | Time: 2528.38 ms
[2022-04-08 18:59:26 main:574] : INFO : Epoch 1834 | loss: 0.0311273 | val_loss: 0.0311492 | Time: 2488.11 ms
[2022-04-08 18:59:28 main:574] : INFO : Epoch 1835 | loss: 0.0311298 | val_loss: 0.0311561 | Time: 2482.17 ms
[2022-04-08 18:59:31 main:574] : INFO : Epoch 1836 | loss: 0.0311304 | val_loss: 0.0311484 | Time: 2478.69 ms
[2022-04-08 18:59:33 main:574] : INFO : Epoch 1837 | loss: 0.0311284 | val_loss: 0.0311452 | Time: 2499.6 ms
[2022-04-08 18:59:36 main:574] : INFO : Epoch 1838 | loss: 0.0311258 | val_loss: 0.0311465 | Time: 2518.23 ms
[2022-04-08 18:59:38 main:574] : INFO : Epoch 1839 | loss: 0.0311258 | val_loss: 0.0311442 | Time: 2483.56 ms
[2022-04-08 18:59:41 main:574] : INFO : Epoch 1840 | loss: 0.0311242 | val_loss: 0.0311443 | Time: 2510.63 ms
[2022-04-08 18:59:43 main:574] : INFO : Epoch 1841 | loss: 0.0311234 | val_loss: 0.0311472 | Time: 2535.03 ms
[2022-04-08 18:59:46 main:574] : INFO : Epoch 1842 | loss: 0.0311287 | val_loss: 0.0311459 | Time: 2481.75 ms
[2022-04-08 18:59:48 main:574] : INFO : Epoch 1843 | loss: 0.0311259 | val_loss: 0.0311482 | Time: 2478.84 ms
[2022-04-08 18:59:51 main:574] : INFO : Epoch 1844 | loss: 0.0311212 | val_loss: 0.031147 | Time: 2486.64 ms
[2022-04-08 18:59:53 main:574] : INFO : Epoch 1845 | loss: 0.0311224 | val_loss: 0.0311492 | Time: 2513.83 ms
[2022-04-08 18:59:56 main:574] : INFO : Epoch 1846 | loss: 0.031127 | val_loss: 0.0311497 | Time: 2524.36 ms
[2022-04-08 18:59:58 main:574] : INFO : Epoch 1847 | loss: 0.031125 | val_loss: 0.0311483 | Time: 2529.81 ms
[2022-04-08 19:00:01 main:574] : INFO : Epoch 1848 | loss: 0.0311245 | val_loss: 0.0311503 | Time: 2503.87 ms
[2022-04-08 19:00:03 main:574] : INFO : Epoch 1849 | loss: 0.0311239 | val_loss: 0.0311462 | Time: 2513.19 ms
[2022-04-08 19:00:06 main:574] : INFO : Epoch 1850 | loss: 0.0311218 | val_loss: 0.0311551 | Time: 2492.11 ms
[2022-04-08 19:00:08 main:574] : INFO : Epoch 1851 | loss: 0.031124 | val_loss: 0.0311495 | Time: 2508.93 ms
[2022-04-08 19:00:11 main:574] : INFO : Epoch 1852 | loss: 0.0311223 | val_loss: 0.0311493 | Time: 2532.33 ms
[2022-04-08 19:00:13 main:574] : INFO : Epoch 1853 | loss: 0.0311242 | val_loss: 0.0311448 | Time: 2489.32 ms
[2022-04-08 19:00:16 main:574] : INFO : Epoch 1854 | loss: 0.0311218 | val_loss: 0.0311499 | Time: 2498.67 ms
[2022-04-08 19:00:18 main:574] : INFO : Epoch 1855 | loss: 0.0311206 | val_loss: 0.0311459 | Time: 2497.5 ms
[2022-04-08 19:00:21 main:574] : INFO : Epoch 1856 | loss: 0.031127 | val_loss: 0.0311514 | Time: 2480.16 ms
[2022-04-08 19:00:23 main:574] : INFO : Epoch 1857 | loss: 0.031123 | val_loss: 0.0311459 | Time: 2508.76 ms
[2022-04-08 19:00:26 main:574] : INFO : Epoch 1858 | loss: 0.0311227 | val_loss: 0.0311425 | Time: 2472.66 ms
[2022-04-08 19:00:28 main:574] : INFO : Epoch 1859 | loss: 0.0311261 | val_loss: 0.0311434 | Time: 2496.47 ms
[2022-04-08 19:00:31 main:574] : INFO : Epoch 1860 | loss: 0.0311302 | val_loss: 0.03115 | Time: 2468.05 ms
[2022-04-08 19:00:33 main:574] : INFO : Epoch 1861 | loss: 0.0311361 | val_loss: 0.0311412 | Time: 2483.94 ms
[2022-04-08 19:00:36 main:574] : INFO : Epoch 1862 | loss: 0.0311285 | val_loss: 0.0311433 | Time: 2517.94 ms
[2022-04-08 19:00:38 main:574] : INFO : Epoch 1863 | loss: 0.0311265 | val_loss: 0.0311422 | Time: 2499.36 ms
[2022-04-08 19:00:41 main:574] : INFO : Epoch 1864 | loss: 0.031125 | val_loss: 0.0311444 | Time: 2529.52 ms
[2022-04-08 19:00:43 main:574] : INFO : Epoch 1865 | loss: 0.0311222 | val_loss: 0.0311402 | Time: 2517.99 ms
[2022-04-08 19:00:46 main:574] : INFO : Epoch 1866 | loss: 0.0311269 | val_loss: 0.0311477 | Time: 2513.13 ms
[2022-04-08 19:00:48 main:574] : INFO : Epoch 1867 | loss: 0.0311372 | val_loss: 0.0311483 | Time: 2525.52 ms
[2022-04-08 19:00:51 main:574] : INFO : Epoch 1868 | loss: 0.0311342 | val_loss: 0.0311466 | Time: 2508.11 ms
[2022-04-08 19:00:54 main:574] : INFO : Epoch 1869 | loss: 0.0311308 | val_loss: 0.0311433 | Time: 2505.88 ms
[2022-04-08 19:00:56 main:574] : INFO : Epoch 1870 | loss: 0.0311275 | val_loss: 0.0311475 | Time: 2528.03 ms
[2022-04-08 19:00:59 main:574] : INFO : Epoch 1871 | loss: 0.0311256 | val_loss: 0.0311422 | Time: 2506.53 ms
[2022-04-08 19:01:01 main:574] : INFO : Epoch 1872 | loss: 0.0311247 | val_loss: 0.0311421 | Time: 2505.78 ms
[2022-04-08 19:01:04 main:574] : INFO : Epoch 1873 | loss: 0.0311229 | val_loss: 0.0311409 | Time: 2508.15 ms
[2022-04-08 19:01:06 main:574] : INFO : Epoch 1874 | loss: 0.0311239 | val_loss: 0.0311388 | Time: 2487.99 ms
[2022-04-08 19:01:09 main:574] : INFO : Epoch 1875 | loss: 0.0311222 | val_loss: 0.0311401 | Time: 2506.1 ms
[2022-04-08 19:01:11 main:574] : INFO : Epoch 1876 | loss: 0.0311206 | val_loss: 0.0311392 | Time: 2494.07 ms
[2022-04-08 19:01:14 main:574] : INFO : Epoch 1877 | loss: 0.03112 | val_loss: 0.0311398 | Time: 2497.9 ms
[2022-04-08 19:01:16 main:574] : INFO : Epoch 1878 | loss: 0.0311206 | val_loss: 0.031142 | Time: 2513.44 ms
[2022-04-08 19:01:19 main:574] : INFO : Epoch 1879 | loss: 0.0311208 | val_loss: 0.0311441 | Time: 2492.98 ms
[2022-04-08 19:01:21 main:574] : INFO : Epoch 1880 | loss: 0.0311209 | val_loss: 0.0311404 | Time: 2489.8 ms
[2022-04-08 19:01:24 main:574] : INFO : Epoch 1881 | loss: 0.0311238 | val_loss: 0.0311402 | Time: 2540.57 ms
[2022-04-08 19:01:26 main:574] : INFO : Epoch 1882 | loss: 0.0311221 | val_loss: 0.0311406 | Time: 2499.46 ms
[2022-04-08 19:01:29 main:574] : INFO : Epoch 1883 | loss: 0.0311219 | val_loss: 0.0311401 | Time: 2523.2 ms
[2022-04-08 19:01:31 main:574] : INFO : Epoch 1884 | loss: 0.0311207 | val_loss: 0.0311425 | Time: 2513.59 ms
[2022-04-08 19:01:34 main:574] : INFO : Epoch 1885 | loss: 0.0311206 | val_loss: 0.0311434 | Time: 2519.75 ms
[2022-04-08 19:01:36 main:574] : INFO : Epoch 1886 | loss: 0.031119 | val_loss: 0.0311468 | Time: 2501.01 ms
[2022-04-08 19:01:39 main:574] : INFO : Epoch 1887 | loss: 0.0311191 | val_loss: 0.0311431 | Time: 2472.75 ms
[2022-04-08 19:01:41 main:574] : INFO : Epoch 1888 | loss: 0.0311191 | val_loss: 0.0311429 | Time: 2496.16 ms
[2022-04-08 19:01:44 main:574] : INFO : Epoch 1889 | loss: 0.0311216 | val_loss: 0.0311411 | Time: 2517.24 ms
[2022-04-08 19:01:46 main:574] : INFO : Epoch 1890 | loss: 0.0311216 | val_loss: 0.0311446 | Time: 2489.26 ms
[2022-04-08 19:01:49 main:574] : INFO : Epoch 1891 | loss: 0.0311205 | val_loss: 0.0311438 | Time: 2489.2 ms
[2022-04-08 19:01:51 main:574] : INFO : Epoch 1892 | loss: 0.0311179 | val_loss: 0.0311463 | Time: 2505.2 ms
[2022-04-08 19:01:54 main:574] : INFO : Epoch 1893 | loss: 0.0311183 | val_loss: 0.0311422 | Time: 2495.13 ms
[2022-04-08 19:01:56 main:574] : INFO : Epoch 1894 | loss: 0.0311179 | val_loss: 0.0311429 | Time: 2476.09 ms
[2022-04-08 19:01:59 main:574] : INFO : Epoch 1895 | loss: 0.0311183 | val_loss: 0.0311394 | Time: 2472.03 ms
[2022-04-08 19:02:01 main:574] : INFO : Epoch 1896 | loss: 0.0311188 | val_loss: 0.0311542 | Time: 2478.88 ms
[2022-04-08 19:02:04 main:574] : INFO : Epoch 1897 | loss: 0.0311195 | val_loss: 0.0311391 | Time: 2508.2 ms
[2022-04-08 19:02:06 main:574] : INFO : Epoch 1898 | loss: 0.0311197 | val_loss: 0.0311412 | Time: 2514.37 ms
[2022-04-08 19:02:09 main:574] : INFO : Epoch 1899 | loss: 0.0311176 | val_loss: 0.0311446 | Time: 2489.8 ms
[2022-04-08 19:02:11 main:574] : INFO : Epoch 1900 | loss: 0.0311411 | val_loss: 0.03116 | Time: 2507.46 ms
[2022-04-08 19:02:14 main:574] : INFO : Epoch 1901 | loss: 0.0311504 | val_loss: 0.0311573 | Time: 2519.58 ms
[2022-04-08 19:02:16 main:574] : INFO : Epoch 1902 | loss: 0.0311487 | val_loss: 0.0311569 | Time: 2492.71 ms
[2022-04-08 19:02:19 main:574] : INFO : Epoch 1903 | loss: 0.0311443 | val_loss: 0.0311551 | Time: 2500.46 ms
[2022-04-08 19:02:21 main:574] : INFO : Epoch 1904 | loss: 0.0311424 | val_loss: 0.0311546 | Time: 2472.67 ms
[2022-04-08 19:02:24 main:574] : INFO : Epoch 1905 | loss: 0.0311409 | val_loss: 0.031148 | Time: 2483.67 ms
[2022-04-08 19:02:26 main:574] : INFO : Epoch 1906 | loss: 0.0311363 | val_loss: 0.0311453 | Time: 2490.55 ms
[2022-04-08 19:02:29 main:574] : INFO : Epoch 1907 | loss: 0.031138 | val_loss: 0.0311588 | Time: 2537.5 ms
[2022-04-08 19:02:31 main:574] : INFO : Epoch 1908 | loss: 0.0311412 | val_loss: 0.0311492 | Time: 2502.72 ms
[2022-04-08 19:02:34 main:574] : INFO : Epoch 1909 | loss: 0.0311364 | val_loss: 0.0311508 | Time: 2496.17 ms
[2022-04-08 19:02:36 main:574] : INFO : Epoch 1910 | loss: 0.0311354 | val_loss: 0.0311515 | Time: 2527 ms
[2022-04-08 19:02:39 main:574] : INFO : Epoch 1911 | loss: 0.0311324 | val_loss: 0.0311412 | Time: 2497.55 ms
[2022-04-08 19:02:41 main:574] : INFO : Epoch 1912 | loss: 0.0311293 | val_loss: 0.0311434 | Time: 2482.53 ms
[2022-04-08 19:02:44 main:574] : INFO : Epoch 1913 | loss: 0.0311281 | val_loss: 0.0311403 | Time: 2490.33 ms
[2022-04-08 19:02:46 main:574] : INFO : Epoch 1914 | loss: 0.0311284 | val_loss: 0.0311596 | Time: 2514.42 ms
[2022-04-08 19:02:49 main:574] : INFO : Epoch 1915 | loss: 0.03113 | val_loss: 0.0311463 | Time: 2458.1 ms
[2022-04-08 19:02:51 main:574] : INFO : Epoch 1916 | loss: 0.0311305 | val_loss: 0.0311466 | Time: 2497.11 ms
[2022-04-08 19:02:54 main:574] : INFO : Epoch 1917 | loss: 0.0311451 | val_loss: 0.0311431 | Time: 2548.3 ms
[2022-04-08 19:02:56 main:574] : INFO : Epoch 1918 | loss: 0.0311386 | val_loss: 0.031143 | Time: 2504.23 ms
[2022-04-08 19:02:59 main:574] : INFO : Epoch 1919 | loss: 0.0311378 | val_loss: 0.0311437 | Time: 2523.73 ms
[2022-04-08 19:03:01 main:574] : INFO : Epoch 1920 | loss: 0.0311345 | val_loss: 0.031145 | Time: 2502.77 ms
[2022-04-08 19:03:04 main:574] : INFO : Epoch 1921 | loss: 0.0311329 | val_loss: 0.0311445 | Time: 2500.1 ms
[2022-04-08 19:03:06 main:574] : INFO : Epoch 1922 | loss: 0.0311399 | val_loss: 0.031147 | Time: 2536.43 ms
[2022-04-08 19:03:09 main:574] : INFO : Epoch 1923 | loss: 0.0311367 | val_loss: 0.031147 | Time: 2489.05 ms
[2022-04-08 19:03:11 main:574] : INFO : Epoch 1924 | loss: 0.0311339 | val_loss: 0.0311443 | Time: 2512.87 ms
[2022-04-08 19:03:14 main:574] : INFO : Epoch 1925 | loss: 0.0311356 | val_loss: 0.0311458 | Time: 2493.49 ms
[2022-04-08 19:03:16 main:574] : INFO : Epoch 1926 | loss: 0.0311339 | val_loss: 0.0311444 | Time: 2478.05 ms
[2022-04-08 19:03:19 main:574] : INFO : Epoch 1927 | loss: 0.0311373 | val_loss: 0.0311507 | Time: 2479.97 ms
[2022-04-08 19:03:21 main:574] : INFO : Epoch 1928 | loss: 0.0311392 | val_loss: 0.0311455 | Time: 2487.37 ms
[2022-04-08 19:03:24 main:574] : INFO : Epoch 1929 | loss: 0.0311368 | val_loss: 0.031147 | Time: 2480.96 ms
[2022-04-08 19:03:26 main:574] : INFO : Epoch 1930 | loss: 0.0311324 | val_loss: 0.0311425 | Time: 2479.48 ms
[2022-04-08 19:03:29 main:574] : INFO : Epoch 1931 | loss: 0.0311332 | val_loss: 0.0311446 | Time: 2477.26 ms
[2022-04-08 19:03:31 main:574] : INFO : Epoch 1932 | loss: 0.0311325 | val_loss: 0.0311427 | Time: 2491.16 ms
[2022-04-08 19:03:34 main:574] : INFO : Epoch 1933 | loss: 0.0311289 | val_loss: 0.0311415 | Time: 2496.21 ms
[2022-04-08 19:03:36 main:574] : INFO : Epoch 1934 | loss: 0.0311285 | val_loss: 0.0311427 | Time: 2512.85 ms
[2022-04-08 19:03:39 main:574] : INFO : Epoch 1935 | loss: 0.031127 | val_loss: 0.031142 | Time: 2497.88 ms
[2022-04-08 19:03:41 main:574] : INFO : Epoch 1936 | loss: 0.0311262 | val_loss: 0.0311422 | Time: 2485.47 ms
[2022-04-08 19:03:44 main:574] : INFO : Epoch 1937 | loss: 0.0311242 | val_loss: 0.0311407 | Time: 2463.71 ms
[2022-04-08 19:03:46 main:574] : INFO : Epoch 1938 | loss: 0.0311253 | val_loss: 0.0311514 | Time: 2490.28 ms
[2022-04-08 19:03:49 main:574] : INFO : Epoch 1939 | loss: 0.0311257 | val_loss: 0.0311447 | Time: 2516.94 ms
[2022-04-08 19:03:51 main:574] : INFO : Epoch 1940 | loss: 0.0311236 | val_loss: 0.031146 | Time: 2497.25 ms
[2022-04-08 19:03:54 main:574] : INFO : Epoch 1941 | loss: 0.0311233 | val_loss: 0.0311461 | Time: 2483.19 ms
[2022-04-08 19:03:56 main:574] : INFO : Epoch 1942 | loss: 0.0311244 | val_loss: 0.0311464 | Time: 2504.68 ms
[2022-04-08 19:03:59 main:574] : INFO : Epoch 1943 | loss: 0.0311236 | val_loss: 0.0311479 | Time: 2486.37 ms
[2022-04-08 19:04:01 main:574] : INFO : Epoch 1944 | loss: 0.0311284 | val_loss: 0.0311476 | Time: 2490.77 ms
[2022-04-08 19:04:04 main:574] : INFO : Epoch 1945 | loss: 0.031126 | val_loss: 0.0311446 | Time: 2498.74 ms
[2022-04-08 19:04:06 main:574] : INFO : Epoch 1946 | loss: 0.0311226 | val_loss: 0.0311477 | Time: 2527.67 ms
[2022-04-08 19:04:09 main:574] : INFO : Epoch 1947 | loss: 0.0311229 | val_loss: 0.0311447 | Time: 2495.76 ms
[2022-04-08 19:04:11 main:574] : INFO : Epoch 1948 | loss: 0.0311199 | val_loss: 0.0311475 | Time: 2497.3 ms
[2022-04-08 19:04:14 main:574] : INFO : Epoch 1949 | loss: 0.0311208 | val_loss: 0.0311441 | Time: 2522.94 ms
[2022-04-08 19:04:16 main:574] : INFO : Epoch 1950 | loss: 0.0311244 | val_loss: 0.0311467 | Time: 2488.23 ms
[2022-04-08 19:04:19 main:574] : INFO : Epoch 1951 | loss: 0.0311248 | val_loss: 0.0311441 | Time: 2493.58 ms
[2022-04-08 19:04:21 main:574] : INFO : Epoch 1952 | loss: 0.0311242 | val_loss: 0.0311475 | Time: 2498.81 ms
[2022-04-08 19:04:24 main:574] : INFO : Epoch 1953 | loss: 0.0311217 | val_loss: 0.0311472 | Time: 2487.67 ms
[2022-04-08 19:04:26 main:574] : INFO : Epoch 1954 | loss: 0.0311195 | val_loss: 0.031151 | Time: 2483.62 ms
[2022-04-08 19:04:29 main:574] : INFO : Epoch 1955 | loss: 0.0311196 | val_loss: 0.0311483 | Time: 2479.09 ms
[2022-04-08 19:04:31 main:574] : INFO : Epoch 1956 | loss: 0.031119 | val_loss: 0.0311462 | Time: 2509.28 ms
[2022-04-08 19:04:34 main:574] : INFO : Epoch 1957 | loss: 0.0311184 | val_loss: 0.0311457 | Time: 2502.82 ms
[2022-04-08 19:04:36 main:574] : INFO : Epoch 1958 | loss: 0.0311201 | val_loss: 0.031151 | Time: 2492.52 ms
[2022-04-08 19:04:39 main:574] : INFO : Epoch 1959 | loss: 0.0311235 | val_loss: 0.0311531 | Time: 2523.07 ms
[2022-04-08 19:04:41 main:574] : INFO : Epoch 1960 | loss: 0.0311248 | val_loss: 0.0311455 | Time: 2520.1 ms
[2022-04-08 19:04:44 main:574] : INFO : Epoch 1961 | loss: 0.0311206 | val_loss: 0.0311479 | Time: 2520.71 ms
[2022-04-08 19:04:46 main:574] : INFO : Epoch 1962 | loss: 0.0311186 | val_loss: 0.0311437 | Time: 2515.49 ms
[2022-04-08 19:04:49 main:574] : INFO : Epoch 1963 | loss: 0.0311199 | val_loss: 0.0311505 | Time: 2513.56 ms
[2022-04-08 19:04:51 main:574] : INFO : Epoch 1964 | loss: 0.0311174 | val_loss: 0.0311464 | Time: 2507.63 ms
[2022-04-08 19:04:54 main:574] : INFO : Epoch 1965 | loss: 0.03112 | val_loss: 0.0311432 | Time: 2467.82 ms
[2022-04-08 19:04:56 main:574] : INFO : Epoch 1966 | loss: 0.0311228 | val_loss: 0.0311462 | Time: 2481.17 ms
[2022-04-08 19:04:59 main:574] : INFO : Epoch 1967 | loss: 0.0311189 | val_loss: 0.0311474 | Time: 2485.65 ms
[2022-04-08 19:05:01 main:574] : INFO : Epoch 1968 | loss: 0.0311213 | val_loss: 0.0311444 | Time: 2515.87 ms
[2022-04-08 19:05:04 main:574] : INFO : Epoch 1969 | loss: 0.0311207 | val_loss: 0.0311448 | Time: 2548.15 ms
[2022-04-08 19:05:06 main:574] : INFO : Epoch 1970 | loss: 0.0311182 | val_loss: 0.0311471 | Time: 2506.73 ms
[2022-04-08 19:05:09 main:574] : INFO : Epoch 1971 | loss: 0.0311237 | val_loss: 0.0311561 | Time: 2526.19 ms
[2022-04-08 19:05:11 main:574] : INFO : Epoch 1972 | loss: 0.0311251 | val_loss: 0.0311478 | Time: 2493.13 ms
[2022-04-08 19:05:14 main:574] : INFO : Epoch 1973 | loss: 0.0311228 | val_loss: 0.0311423 | Time: 2471.09 ms
[2022-04-08 19:05:16 main:574] : INFO : Epoch 1974 | loss: 0.0311238 | val_loss: 0.0311542 | Time: 2480.3 ms
[2022-04-08 19:05:19 main:574] : INFO : Epoch 1975 | loss: 0.0311226 | val_loss: 0.0311463 | Time: 2502.19 ms
[2022-04-08 19:05:21 main:574] : INFO : Epoch 1976 | loss: 0.0311211 | val_loss: 0.0311498 | Time: 2501.12 ms
[2022-04-08 19:05:24 main:574] : INFO : Epoch 1977 | loss: 0.0311191 | val_loss: 0.031146 | Time: 2496.1 ms
[2022-04-08 19:05:26 main:574] : INFO : Epoch 1978 | loss: 0.031121 | val_loss: 0.0311413 | Time: 2487.76 ms
[2022-04-08 19:05:29 main:574] : INFO : Epoch 1979 | loss: 0.0311197 | val_loss: 0.0311435 | Time: 2499.18 ms
[2022-04-08 19:05:31 main:574] : INFO : Epoch 1980 | loss: 0.0311193 | val_loss: 0.0311443 | Time: 2498.4 ms
[2022-04-08 19:05:34 main:574] : INFO : Epoch 1981 | loss: 0.0311181 | val_loss: 0.0311483 | Time: 2529.23 ms
[2022-04-08 19:05:36 main:574] : INFO : Epoch 1982 | loss: 0.031119 | val_loss: 0.0311488 | Time: 2511.88 ms
[2022-04-08 19:05:39 main:574] : INFO : Epoch 1983 | loss: 0.0311192 | val_loss: 0.0311499 | Time: 2521.37 ms
[2022-04-08 19:05:41 main:574] : INFO : Epoch 1984 | loss: 0.031121 | val_loss: 0.0311542 | Time: 2518.15 ms
[2022-04-08 19:05:44 main:574] : INFO : Epoch 1985 | loss: 0.0311219 | val_loss: 0.0311493 | Time: 2525.97 ms
[2022-04-08 19:05:46 main:574] : INFO : Epoch 1986 | loss: 0.0311236 | val_loss: 0.0311513 | Time: 2522.63 ms
[2022-04-08 19:05:49 main:574] : INFO : Epoch 1987 | loss: 0.0311189 | val_loss: 0.0311434 | Time: 2520.23 ms
[2022-04-08 19:05:51 main:574] : INFO : Epoch 1988 | loss: 0.0311201 | val_loss: 0.0311485 | Time: 2514.35 ms
[2022-04-08 19:05:54 main:574] : INFO : Epoch 1989 | loss: 0.0311218 | val_loss: 0.031144 | Time: 2523.77 ms
[2022-04-08 19:05:56 main:574] : INFO : Epoch 1990 | loss: 0.0311239 | val_loss: 0.0311442 | Time: 2452.55 ms
[2022-04-08 19:05:59 main:574] : INFO : Epoch 1991 | loss: 0.0311195 | val_loss: 0.0311448 | Time: 2507.32 ms
[2022-04-08 19:06:01 main:574] : INFO : Epoch 1992 | loss: 0.0311179 | val_loss: 0.0311443 | Time: 2484.2 ms
[2022-04-08 19:06:04 main:574] : INFO : Epoch 1993 | loss: 0.0311176 | val_loss: 0.0311524 | Time: 2461.03 ms
[2022-04-08 19:06:06 main:574] : INFO : Epoch 1994 | loss: 0.031134 | val_loss: 0.0311502 | Time: 2477.87 ms
[2022-04-08 19:06:09 main:574] : INFO : Epoch 1995 | loss: 0.0311337 | val_loss: 0.0311435 | Time: 2495.71 ms
[2022-04-08 19:06:11 main:574] : INFO : Epoch 1996 | loss: 0.0311301 | val_loss: 0.0311428 | Time: 2473.82 ms
[2022-04-08 19:06:14 main:574] : INFO : Epoch 1997 | loss: 0.0311263 | val_loss: 0.0311442 | Time: 2513.05 ms
[2022-04-08 19:06:16 main:574] : INFO : Epoch 1998 | loss: 0.0311346 | val_loss: 0.0311437 | Time: 2482.38 ms
[2022-04-08 19:06:19 main:574] : INFO : Epoch 1999 | loss: 0.0311331 | val_loss: 0.031143 | Time: 2476.59 ms
[2022-04-08 19:06:21 main:574] : INFO : Epoch 2000 | loss: 0.0311297 | val_loss: 0.0311444 | Time: 2473.41 ms
[2022-04-08 19:06:24 main:574] : INFO : Epoch 2001 | loss: 0.0311252 | val_loss: 0.03114 | Time: 2472.53 ms
[2022-04-08 19:06:26 main:574] : INFO : Epoch 2002 | loss: 0.0311229 | val_loss: 0.0311443 | Time: 2536.82 ms
[2022-04-08 19:06:29 main:574] : INFO : Epoch 2003 | loss: 0.0311206 | val_loss: 0.0311444 | Time: 2511.91 ms
[2022-04-08 19:06:31 main:574] : INFO : Epoch 2004 | loss: 0.0311201 | val_loss: 0.0311434 | Time: 2516.11 ms
[2022-04-08 19:06:34 main:574] : INFO : Epoch 2005 | loss: 0.0311202 | val_loss: 0.0311413 | Time: 2488.74 ms
[2022-04-08 19:06:36 main:574] : INFO : Epoch 2006 | loss: 0.0311195 | val_loss: 0.0311426 | Time: 2524.61 ms
[2022-04-08 19:06:39 main:574] : INFO : Epoch 2007 | loss: 0.0311175 | val_loss: 0.0311362 | Time: 2520.77 ms
[2022-04-08 19:06:41 main:574] : INFO : Epoch 2008 | loss: 0.0311196 | val_loss: 0.0311389 | Time: 2516.66 ms
[2022-04-08 19:06:44 main:574] : INFO : Epoch 2009 | loss: 0.0311189 | val_loss: 0.0311448 | Time: 2515.34 ms
[2022-04-08 19:06:46 main:574] : INFO : Epoch 2010 | loss: 0.0311196 | val_loss: 0.0311354 | Time: 2517.28 ms
[2022-04-08 19:06:49 main:574] : INFO : Epoch 2011 | loss: 0.0311194 | val_loss: 0.0311403 | Time: 2484.16 ms
[2022-04-08 19:06:51 main:574] : INFO : Epoch 2012 | loss: 0.0311203 | val_loss: 0.0311418 | Time: 2518.06 ms
[2022-04-08 19:06:54 main:574] : INFO : Epoch 2013 | loss: 0.0311183 | val_loss: 0.0311381 | Time: 2505.31 ms
[2022-04-08 19:06:56 main:574] : INFO : Epoch 2014 | loss: 0.0311172 | val_loss: 0.0311436 | Time: 2511.18 ms
[2022-04-08 19:06:59 main:574] : INFO : Epoch 2015 | loss: 0.0311167 | val_loss: 0.0311478 | Time: 2514.82 ms
[2022-04-08 19:07:01 main:574] : INFO : Epoch 2016 | loss: 0.0311192 | val_loss: 0.0311415 | Time: 2535.31 ms
[2022-04-08 19:07:04 main:574] : INFO : Epoch 2017 | loss: 0.0311166 | val_loss: 0.0311374 | Time: 2511.11 ms
[2022-04-08 19:07:06 main:574] : INFO : Epoch 2018 | loss: 0.031118 | val_loss: 0.0311366 | Time: 2503.29 ms
[2022-04-08 19:07:09 main:574] : INFO : Epoch 2019 | loss: 0.0311152 | val_loss: 0.0311339 | Time: 2520.57 ms
[2022-04-08 19:07:11 main:574] : INFO : Epoch 2020 | loss: 0.0311146 | val_loss: 0.0311305 | Time: 2506.62 ms
[2022-04-08 19:07:14 main:574] : INFO : Epoch 2021 | loss: 0.0311128 | val_loss: 0.0311325 | Time: 2505.5 ms
[2022-04-08 19:07:17 main:574] : INFO : Epoch 2022 | loss: 0.0311145 | val_loss: 0.0311352 | Time: 2512.85 ms
[2022-04-08 19:07:19 main:574] : INFO : Epoch 2023 | loss: 0.031114 | val_loss: 0.031132 | Time: 2523.8 ms
[2022-04-08 19:07:22 main:574] : INFO : Epoch 2024 | loss: 0.0311123 | val_loss: 0.0311315 | Time: 2523.69 ms
[2022-04-08 19:07:24 main:574] : INFO : Epoch 2025 | loss: 0.0311141 | val_loss: 0.0311335 | Time: 2526.27 ms
[2022-04-08 19:07:27 main:574] : INFO : Epoch 2026 | loss: 0.0311149 | val_loss: 0.0311352 | Time: 2529.92 ms
[2022-04-08 19:07:29 main:574] : INFO : Epoch 2027 | loss: 0.0311157 | val_loss: 0.0311348 | Time: 2517.49 ms
[2022-04-08 19:07:31 main:574] : INFO : Epoch 2028 | loss: 0.0311148 | val_loss: 0.0311366 | Time: 1875.74 ms
[2022-04-08 19:07:33 main:574] : INFO : Epoch 2029 | loss: 0.0311168 | val_loss: 0.0311311 | Time: 1890.86 ms
[2022-04-08 19:07:35 main:574] : INFO : Epoch 2030 | loss: 0.0311138 | val_loss: 0.0311371 | Time: 1919.89 ms
[2022-04-08 19:07:37 main:574] : INFO : Epoch 2031 | loss: 0.0311115 | val_loss: 0.0311359 | Time: 1895.03 ms
[2022-04-08 19:07:39 main:574] : INFO : Epoch 2032 | loss: 0.0311121 | val_loss: 0.0311331 | Time: 1908.86 ms
[2022-04-08 19:07:40 main:574] : INFO : Epoch 2033 | loss: 0.0311102 | val_loss: 0.0311424 | Time: 1776.54 ms
[2022-04-08 19:07:42 main:574] : INFO : Epoch 2034 | loss: 0.0311131 | val_loss: 0.0311352 | Time: 1847.05 ms
[2022-04-08 19:07:44 main:574] : INFO : Epoch 2035 | loss: 0.0311124 | val_loss: 0.031135 | Time: 1856.91 ms
[2022-04-08 19:07:46 main:574] : INFO : Epoch 2036 | loss: 0.0311239 | val_loss: 0.031137 | Time: 1825.35 ms
[2022-04-08 19:07:48 main:574] : INFO : Epoch 2037 | loss: 0.031119 | val_loss: 0.0311392 | Time: 2505.88 ms
[2022-04-08 19:07:51 main:574] : INFO : Epoch 2038 | loss: 0.0311143 | val_loss: 0.0311331 | Time: 2455.9 ms
[2022-04-08 19:07:53 main:574] : INFO : Epoch 2039 | loss: 0.031112 | val_loss: 0.0311345 | Time: 2516.4 ms
[2022-04-08 19:07:56 main:574] : INFO : Epoch 2040 | loss: 0.0311165 | val_loss: 0.0311366 | Time: 2507.47 ms
[2022-04-08 19:07:58 main:574] : INFO : Epoch 2041 | loss: 0.0311108 | val_loss: 0.0311463 | Time: 2491.96 ms
[2022-04-08 19:08:01 main:574] : INFO : Epoch 2042 | loss: 0.0311101 | val_loss: 0.0311365 | Time: 2497.72 ms
[2022-04-08 19:08:03 main:574] : INFO : Epoch 2043 | loss: 0.0311083 | val_loss: 0.0311381 | Time: 2472.66 ms
[2022-04-08 19:08:06 main:574] : INFO : Epoch 2044 | loss: 0.0311093 | val_loss: 0.0311336 | Time: 2502.92 ms
[2022-04-08 19:08:08 main:574] : INFO : Epoch 2045 | loss: 0.0311115 | val_loss: 0.0311391 | Time: 2468.59 ms
[2022-04-08 19:08:11 main:574] : INFO : Epoch 2046 | loss: 0.0311163 | val_loss: 0.0311457 | Time: 2444.9 ms
[2022-04-08 19:08:13 main:574] : INFO : Epoch 2047 | loss: 0.0311173 | val_loss: 0.0311409 | Time: 2480.97 ms
[2022-04-08 19:08:16 main:574] : INFO : Epoch 2048 | loss: 0.0311281 | val_loss: 0.0311392 | Time: 2517.98 ms
[2022-04-08 19:08:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311392
[2022-04-08 19:08:16 main:603] : INFO : Saving end state to config to file
[2022-04-08 19:08:16 main:608] : INFO : Success, exiting..
19:08:16 (3308): 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)