Task 4310293
| Name | ParityMachine-1612383429-28203-3_0 |
| Workunit | 2393330 |
| Created | 4 Mar 2021, 5:40:21 UTC |
| Sent | 13 Mar 2021, 16:58:03 UTC |
| Report deadline | 20 Mar 2021, 16:58:03 UTC |
| Received | 13 Mar 2021, 18:47:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 47 min 24 sec |
| CPU time | 1 hours 45 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311406 | val_loss: 0.0311495 | Time: 3108.25 ms
[2021-03-13 19:21:11 main:574] : INFO : Epoch 1543 | loss: 0.0311393 | val_loss: 0.0311498 | Time: 3128.27 ms
[2021-03-13 19:21:14 main:574] : INFO : Epoch 1544 | loss: 0.0311396 | val_loss: 0.0311496 | Time: 3125.56 ms
[2021-03-13 19:21:17 main:574] : INFO : Epoch 1545 | loss: 0.0311398 | val_loss: 0.0311523 | Time: 3151.02 ms
[2021-03-13 19:21:20 main:574] : INFO : Epoch 1546 | loss: 0.0311411 | val_loss: 0.0311536 | Time: 3134.86 ms
[2021-03-13 19:21:23 main:574] : INFO : Epoch 1547 | loss: 0.031142 | val_loss: 0.0311529 | Time: 3145.89 ms
[2021-03-13 19:21:26 main:574] : INFO : Epoch 1548 | loss: 0.0311413 | val_loss: 0.0311564 | Time: 3114.31 ms
[2021-03-13 19:21:29 main:574] : INFO : Epoch 1549 | loss: 0.031141 | val_loss: 0.0311509 | Time: 3083.69 ms
[2021-03-13 19:21:33 main:574] : INFO : Epoch 1550 | loss: 0.0311409 | val_loss: 0.0311501 | Time: 3141.56 ms
[2021-03-13 19:21:36 main:574] : INFO : Epoch 1551 | loss: 0.0311402 | val_loss: 0.0311501 | Time: 3108.75 ms
[2021-03-13 19:21:39 main:574] : INFO : Epoch 1552 | loss: 0.0311408 | val_loss: 0.0311539 | Time: 3101.26 ms
[2021-03-13 19:21:42 main:574] : INFO : Epoch 1553 | loss: 0.0311399 | val_loss: 0.031153 | Time: 3122.41 ms
[2021-03-13 19:21:45 main:574] : INFO : Epoch 1554 | loss: 0.0311394 | val_loss: 0.0311514 | Time: 3132.55 ms
[2021-03-13 19:21:48 main:574] : INFO : Epoch 1555 | loss: 0.0311385 | val_loss: 0.0311509 | Time: 3127.42 ms
[2021-03-13 19:21:52 main:574] : INFO : Epoch 1556 | loss: 0.0311374 | val_loss: 0.031152 | Time: 3095.39 ms
[2021-03-13 19:21:55 main:574] : INFO : Epoch 1557 | loss: 0.0311417 | val_loss: 0.0311476 | Time: 3125.19 ms
[2021-03-13 19:21:58 main:574] : INFO : Epoch 1558 | loss: 0.0311417 | val_loss: 0.031153 | Time: 3123.78 ms
[2021-03-13 19:22:01 main:574] : INFO : Epoch 1559 | loss: 0.0311398 | val_loss: 0.0311531 | Time: 3136.79 ms
[2021-03-13 19:22:04 main:574] : INFO : Epoch 1560 | loss: 0.0311378 | val_loss: 0.0311574 | Time: 3125.65 ms
[2021-03-13 19:22:07 main:574] : INFO : Epoch 1561 | loss: 0.0311392 | val_loss: 0.0311542 | Time: 3122.62 ms
[2021-03-13 19:22:10 main:574] : INFO : Epoch 1562 | loss: 0.0311403 | val_loss: 0.0311586 | Time: 3129 ms
[2021-03-13 19:22:14 main:574] : INFO : Epoch 1563 | loss: 0.0311392 | val_loss: 0.0311503 | Time: 3133 ms
[2021-03-13 19:22:17 main:574] : INFO : Epoch 1564 | loss: 0.0311378 | val_loss: 0.031152 | Time: 3154.66 ms
[2021-03-13 19:22:20 main:574] : INFO : Epoch 1565 | loss: 0.0311371 | val_loss: 0.0311504 | Time: 3174.79 ms
[2021-03-13 19:22:23 main:574] : INFO : Epoch 1566 | loss: 0.0311363 | val_loss: 0.0311513 | Time: 3103.99 ms
[2021-03-13 19:22:26 main:574] : INFO : Epoch 1567 | loss: 0.0311402 | val_loss: 0.0311555 | Time: 3092.56 ms
[2021-03-13 19:22:29 main:574] : INFO : Epoch 1568 | loss: 0.0311406 | val_loss: 0.0311523 | Time: 3101.16 ms
[2021-03-13 19:22:33 main:574] : INFO : Epoch 1569 | loss: 0.0311374 | val_loss: 0.0311526 | Time: 3112.5 ms
[2021-03-13 19:22:36 main:574] : INFO : Epoch 1570 | loss: 0.0311382 | val_loss: 0.0311533 | Time: 3115.95 ms
[2021-03-13 19:22:39 main:574] : INFO : Epoch 1571 | loss: 0.0311428 | val_loss: 0.0311494 | Time: 3133.92 ms
[2021-03-13 19:22:42 main:574] : INFO : Epoch 1572 | loss: 0.0311426 | val_loss: 0.0311515 | Time: 3110.49 ms
[2021-03-13 19:22:45 main:574] : INFO : Epoch 1573 | loss: 0.0311393 | val_loss: 0.0311491 | Time: 3107.9 ms
[2021-03-13 19:22:48 main:574] : INFO : Epoch 1574 | loss: 0.0311369 | val_loss: 0.0311485 | Time: 3130.38 ms
[2021-03-13 19:22:52 main:574] : INFO : Epoch 1575 | loss: 0.031139 | val_loss: 0.0311588 | Time: 3132.4 ms
[2021-03-13 19:22:55 main:574] : INFO : Epoch 1576 | loss: 0.0311401 | val_loss: 0.0311546 | Time: 3121.09 ms
[2021-03-13 19:22:58 main:574] : INFO : Epoch 1577 | loss: 0.0311391 | val_loss: 0.0311493 | Time: 3122.67 ms
[2021-03-13 19:23:01 main:574] : INFO : Epoch 1578 | loss: 0.0311377 | val_loss: 0.0311486 | Time: 3119.67 ms
[2021-03-13 19:23:04 main:574] : INFO : Epoch 1579 | loss: 0.0311364 | val_loss: 0.0311494 | Time: 3108.93 ms
[2021-03-13 19:23:07 main:574] : INFO : Epoch 1580 | loss: 0.0311361 | val_loss: 0.0311479 | Time: 3116.45 ms
[2021-03-13 19:23:10 main:574] : INFO : Epoch 1581 | loss: 0.0311357 | val_loss: 0.031149 | Time: 3132.82 ms
[2021-03-13 19:23:14 main:574] : INFO : Epoch 1582 | loss: 0.0311371 | val_loss: 0.0311518 | Time: 3132.18 ms
[2021-03-13 19:23:17 main:574] : INFO : Epoch 1583 | loss: 0.031136 | val_loss: 0.0311502 | Time: 3150.77 ms
[2021-03-13 19:23:20 main:574] : INFO : Epoch 1584 | loss: 0.0311409 | val_loss: 0.0311526 | Time: 3133.78 ms
[2021-03-13 19:23:23 main:574] : INFO : Epoch 1585 | loss: 0.0311396 | val_loss: 0.0311531 | Time: 3109.68 ms
[2021-03-13 19:23:26 main:574] : INFO : Epoch 1586 | loss: 0.0311422 | val_loss: 0.0311525 | Time: 3112.55 ms
[2021-03-13 19:23:29 main:574] : INFO : Epoch 1587 | loss: 0.0311391 | val_loss: 0.0311514 | Time: 3102.08 ms
[2021-03-13 19:23:33 main:574] : INFO : Epoch 1588 | loss: 0.0311381 | val_loss: 0.0311508 | Time: 3115.3 ms
[2021-03-13 19:23:36 main:574] : INFO : Epoch 1589 | loss: 0.0311373 | val_loss: 0.0311528 | Time: 3101.26 ms
[2021-03-13 19:23:39 main:574] : INFO : Epoch 1590 | loss: 0.0311386 | val_loss: 0.0311528 | Time: 3102.76 ms
[2021-03-13 19:23:42 main:574] : INFO : Epoch 1591 | loss: 0.0311372 | val_loss: 0.0311537 | Time: 3093 ms
[2021-03-13 19:23:45 main:574] : INFO : Epoch 1592 | loss: 0.0311367 | val_loss: 0.0311539 | Time: 3106.28 ms
[2021-03-13 19:23:48 main:574] : INFO : Epoch 1593 | loss: 0.0311394 | val_loss: 0.0311537 | Time: 3113.1 ms
[2021-03-13 19:23:51 main:574] : INFO : Epoch 1594 | loss: 0.0311406 | val_loss: 0.0311579 | Time: 3108.59 ms
[2021-03-13 19:23:54 main:574] : INFO : Epoch 1595 | loss: 0.031137 | val_loss: 0.0311541 | Time: 3106.28 ms
[2021-03-13 19:23:58 main:574] : INFO : Epoch 1596 | loss: 0.0311358 | val_loss: 0.0311524 | Time: 3104.86 ms
[2021-03-13 19:24:01 main:574] : INFO : Epoch 1597 | loss: 0.0311359 | val_loss: 0.0311532 | Time: 3124.3 ms
[2021-03-13 19:24:04 main:574] : INFO : Epoch 1598 | loss: 0.0311371 | val_loss: 0.0311508 | Time: 3122.33 ms
[2021-03-13 19:24:07 main:574] : INFO : Epoch 1599 | loss: 0.0311388 | val_loss: 0.0311565 | Time: 3091.36 ms
[2021-03-13 19:24:10 main:574] : INFO : Epoch 1600 | loss: 0.0311443 | val_loss: 0.0311633 | Time: 3120.57 ms
[2021-03-13 19:24:13 main:574] : INFO : Epoch 1601 | loss: 0.0311496 | val_loss: 0.0311577 | Time: 3126.05 ms
[2021-03-13 19:24:17 main:574] : INFO : Epoch 1602 | loss: 0.0311431 | val_loss: 0.0311567 | Time: 3112.54 ms
[2021-03-13 19:24:20 main:574] : INFO : Epoch 1603 | loss: 0.0311427 | val_loss: 0.031161 | Time: 3122.19 ms
[2021-03-13 19:24:23 main:574] : INFO : Epoch 1604 | loss: 0.031141 | val_loss: 0.0311538 | Time: 3103.7 ms
[2021-03-13 19:24:26 main:574] : INFO : Epoch 1605 | loss: 0.0311404 | val_loss: 0.0311571 | Time: 3124.74 ms
[2021-03-13 19:24:29 main:574] : INFO : Epoch 1606 | loss: 0.0311395 | val_loss: 0.0311539 | Time: 3131.84 ms
[2021-03-13 19:24:32 main:574] : INFO : Epoch 1607 | loss: 0.0311429 | val_loss: 0.0311544 | Time: 3134.3 ms
[2021-03-13 19:24:35 main:574] : INFO : Epoch 1608 | loss: 0.0311477 | val_loss: 0.0311621 | Time: 3102.84 ms
[2021-03-13 19:24:39 main:574] : INFO : Epoch 1609 | loss: 0.0311503 | val_loss: 0.0311549 | Time: 3090.41 ms
[2021-03-13 19:24:42 main:574] : INFO : Epoch 1610 | loss: 0.0311491 | val_loss: 0.0311578 | Time: 3109.54 ms
[2021-03-13 19:24:45 main:574] : INFO : Epoch 1611 | loss: 0.0311517 | val_loss: 0.031164 | Time: 3111.1 ms
[2021-03-13 19:24:48 main:574] : INFO : Epoch 1612 | loss: 0.0311489 | val_loss: 0.0311572 | Time: 3125.13 ms
[2021-03-13 19:24:51 main:574] : INFO : Epoch 1613 | loss: 0.0311456 | val_loss: 0.0311563 | Time: 3133.81 ms
[2021-03-13 19:24:54 main:574] : INFO : Epoch 1614 | loss: 0.0311441 | val_loss: 0.0311561 | Time: 3109.55 ms
[2021-03-13 19:24:58 main:574] : INFO : Epoch 1615 | loss: 0.0311422 | val_loss: 0.0311557 | Time: 3118.68 ms
[2021-03-13 19:25:01 main:574] : INFO : Epoch 1616 | loss: 0.0311409 | val_loss: 0.031153 | Time: 3103.15 ms
[2021-03-13 19:25:04 main:574] : INFO : Epoch 1617 | loss: 0.0311401 | val_loss: 0.0311546 | Time: 3115.21 ms
[2021-03-13 19:25:07 main:574] : INFO : Epoch 1618 | loss: 0.0311426 | val_loss: 0.0311633 | Time: 3107.74 ms
[2021-03-13 19:25:10 main:574] : INFO : Epoch 1619 | loss: 0.0311436 | val_loss: 0.0311551 | Time: 3095.04 ms
[2021-03-13 19:25:13 main:574] : INFO : Epoch 1620 | loss: 0.0311387 | val_loss: 0.0311531 | Time: 3091.12 ms
[2021-03-13 19:25:16 main:574] : INFO : Epoch 1621 | loss: 0.0311367 | val_loss: 0.0311567 | Time: 3098.1 ms
[2021-03-13 19:25:19 main:574] : INFO : Epoch 1622 | loss: 0.0311385 | val_loss: 0.0311518 | Time: 3097.87 ms
[2021-03-13 19:25:23 main:574] : INFO : Epoch 1623 | loss: 0.0311361 | val_loss: 0.0311509 | Time: 3111.89 ms
[2021-03-13 19:25:26 main:574] : INFO : Epoch 1624 | loss: 0.0311356 | val_loss: 0.0311531 | Time: 3096.31 ms
[2021-03-13 19:25:29 main:574] : INFO : Epoch 1625 | loss: 0.0311371 | val_loss: 0.0311519 | Time: 3123.4 ms
[2021-03-13 19:25:32 main:574] : INFO : Epoch 1626 | loss: 0.0311378 | val_loss: 0.0311495 | Time: 3119.39 ms
[2021-03-13 19:25:35 main:574] : INFO : Epoch 1627 | loss: 0.0311352 | val_loss: 0.031152 | Time: 3133.9 ms
[2021-03-13 19:25:38 main:574] : INFO : Epoch 1628 | loss: 0.0311368 | val_loss: 0.0311524 | Time: 3111.44 ms
[2021-03-13 19:25:41 main:574] : INFO : Epoch 1629 | loss: 0.031137 | val_loss: 0.0311538 | Time: 3122.26 ms
[2021-03-13 19:25:45 main:574] : INFO : Epoch 1630 | loss: 0.0311399 | val_loss: 0.0311537 | Time: 3126.09 ms
[2021-03-13 19:25:48 main:574] : INFO : Epoch 1631 | loss: 0.03114 | val_loss: 0.0311537 | Time: 3116.65 ms
[2021-03-13 19:25:51 main:574] : INFO : Epoch 1632 | loss: 0.0311385 | val_loss: 0.0311528 | Time: 3094.55 ms
[2021-03-13 19:25:54 main:574] : INFO : Epoch 1633 | loss: 0.0311384 | val_loss: 0.0311534 | Time: 3105.92 ms
[2021-03-13 19:25:57 main:574] : INFO : Epoch 1634 | loss: 0.0311442 | val_loss: 0.0311532 | Time: 3115.97 ms
[2021-03-13 19:26:00 main:574] : INFO : Epoch 1635 | loss: 0.0311439 | val_loss: 0.0311521 | Time: 3114.47 ms
[2021-03-13 19:26:03 main:574] : INFO : Epoch 1636 | loss: 0.0311424 | val_loss: 0.0311519 | Time: 3091.3 ms
[2021-03-13 19:26:07 main:574] : INFO : Epoch 1637 | loss: 0.0311403 | val_loss: 0.0311533 | Time: 3089.73 ms
[2021-03-13 19:26:10 main:574] : INFO : Epoch 1638 | loss: 0.0311412 | val_loss: 0.0311518 | Time: 3102.94 ms
[2021-03-13 19:26:13 main:574] : INFO : Epoch 1639 | loss: 0.0311416 | val_loss: 0.031151 | Time: 3091.2 ms
[2021-03-13 19:26:16 main:574] : INFO : Epoch 1640 | loss: 0.0311419 | val_loss: 0.0311525 | Time: 3118.85 ms
[2021-03-13 19:26:19 main:574] : INFO : Epoch 1641 | loss: 0.0311394 | val_loss: 0.0311511 | Time: 3129.06 ms
[2021-03-13 19:26:22 main:574] : INFO : Epoch 1642 | loss: 0.0311393 | val_loss: 0.0311504 | Time: 3116.65 ms
[2021-03-13 19:26:25 main:574] : INFO : Epoch 1643 | loss: 0.0311388 | val_loss: 0.03115 | Time: 3104.32 ms
[2021-03-13 19:26:29 main:574] : INFO : Epoch 1644 | loss: 0.0311397 | val_loss: 0.0311514 | Time: 3125.11 ms
[2021-03-13 19:26:32 main:574] : INFO : Epoch 1645 | loss: 0.0311387 | val_loss: 0.0311501 | Time: 3108.6 ms
[2021-03-13 19:26:35 main:574] : INFO : Epoch 1646 | loss: 0.0311403 | val_loss: 0.0311515 | Time: 3123.65 ms
[2021-03-13 19:26:38 main:574] : INFO : Epoch 1647 | loss: 0.0311395 | val_loss: 0.0311525 | Time: 3115.26 ms
[2021-03-13 19:26:41 main:574] : INFO : Epoch 1648 | loss: 0.0311375 | val_loss: 0.0311516 | Time: 3092.05 ms
[2021-03-13 19:26:44 main:574] : INFO : Epoch 1649 | loss: 0.0311374 | val_loss: 0.031157 | Time: 3079.22 ms
[2021-03-13 19:26:47 main:574] : INFO : Epoch 1650 | loss: 0.0311415 | val_loss: 0.0311522 | Time: 3136.82 ms
[2021-03-13 19:26:51 main:574] : INFO : Epoch 1651 | loss: 0.0311384 | val_loss: 0.0311529 | Time: 3106.69 ms
[2021-03-13 19:26:54 main:574] : INFO : Epoch 1652 | loss: 0.0311376 | val_loss: 0.0311574 | Time: 3103.45 ms
[2021-03-13 19:26:57 main:574] : INFO : Epoch 1653 | loss: 0.0311377 | val_loss: 0.0311517 | Time: 3111.07 ms
[2021-03-13 19:27:00 main:574] : INFO : Epoch 1654 | loss: 0.0311361 | val_loss: 0.0311542 | Time: 3104.41 ms
[2021-03-13 19:27:03 main:574] : INFO : Epoch 1655 | loss: 0.031137 | val_loss: 0.0311552 | Time: 3087.34 ms
[2021-03-13 19:27:06 main:574] : INFO : Epoch 1656 | loss: 0.0311371 | val_loss: 0.0311572 | Time: 3105.41 ms
[2021-03-13 19:27:09 main:574] : INFO : Epoch 1657 | loss: 0.031139 | val_loss: 0.0311549 | Time: 3092.94 ms
[2021-03-13 19:27:13 main:574] : INFO : Epoch 1658 | loss: 0.0311361 | val_loss: 0.0311531 | Time: 3090.34 ms
[2021-03-13 19:27:16 main:574] : INFO : Epoch 1659 | loss: 0.0311351 | val_loss: 0.0311545 | Time: 3112.47 ms
[2021-03-13 19:27:19 main:574] : INFO : Epoch 1660 | loss: 0.0311385 | val_loss: 0.0311547 | Time: 3100.7 ms
[2021-03-13 19:27:22 main:574] : INFO : Epoch 1661 | loss: 0.0311376 | val_loss: 0.0311554 | Time: 3125.62 ms
[2021-03-13 19:27:25 main:574] : INFO : Epoch 1662 | loss: 0.0311382 | val_loss: 0.0311523 | Time: 3118.43 ms
[2021-03-13 19:27:28 main:574] : INFO : Epoch 1663 | loss: 0.0311392 | val_loss: 0.0311531 | Time: 3104.87 ms
[2021-03-13 19:27:31 main:574] : INFO : Epoch 1664 | loss: 0.0311399 | val_loss: 0.0311557 | Time: 3111.14 ms
[2021-03-13 19:27:35 main:574] : INFO : Epoch 1665 | loss: 0.031139 | val_loss: 0.0311501 | Time: 3115.61 ms
[2021-03-13 19:27:38 main:574] : INFO : Epoch 1666 | loss: 0.0311376 | val_loss: 0.0311531 | Time: 3103.23 ms
[2021-03-13 19:27:41 main:574] : INFO : Epoch 1667 | loss: 0.0311366 | val_loss: 0.0311526 | Time: 3103.54 ms
[2021-03-13 19:27:44 main:574] : INFO : Epoch 1668 | loss: 0.0311357 | val_loss: 0.0311511 | Time: 3127.81 ms
[2021-03-13 19:27:47 main:574] : INFO : Epoch 1669 | loss: 0.031135 | val_loss: 0.0311521 | Time: 3115.33 ms
[2021-03-13 19:27:50 main:574] : INFO : Epoch 1670 | loss: 0.0311354 | val_loss: 0.031154 | Time: 3142.51 ms
[2021-03-13 19:27:54 main:574] : INFO : Epoch 1671 | loss: 0.0311355 | val_loss: 0.0311542 | Time: 3132.76 ms
[2021-03-13 19:27:57 main:574] : INFO : Epoch 1672 | loss: 0.0311343 | val_loss: 0.0311519 | Time: 3156.03 ms
[2021-03-13 19:28:00 main:574] : INFO : Epoch 1673 | loss: 0.0311331 | val_loss: 0.0311526 | Time: 3102.79 ms
[2021-03-13 19:28:03 main:574] : INFO : Epoch 1674 | loss: 0.0311344 | val_loss: 0.0311532 | Time: 3132.83 ms
[2021-03-13 19:28:06 main:574] : INFO : Epoch 1675 | loss: 0.0311344 | val_loss: 0.0311561 | Time: 3104.54 ms
[2021-03-13 19:28:09 main:574] : INFO : Epoch 1676 | loss: 0.0311404 | val_loss: 0.031157 | Time: 3123.09 ms
[2021-03-13 19:28:13 main:574] : INFO : Epoch 1677 | loss: 0.0311344 | val_loss: 0.0311551 | Time: 3125.16 ms
[2021-03-13 19:28:16 main:574] : INFO : Epoch 1678 | loss: 0.0311375 | val_loss: 0.0311608 | Time: 3102.78 ms
[2021-03-13 19:28:19 main:574] : INFO : Epoch 1679 | loss: 0.0311372 | val_loss: 0.0311554 | Time: 3099.02 ms
[2021-03-13 19:28:22 main:574] : INFO : Epoch 1680 | loss: 0.0311337 | val_loss: 0.0311555 | Time: 3103.02 ms
[2021-03-13 19:28:25 main:574] : INFO : Epoch 1681 | loss: 0.031133 | val_loss: 0.0311558 | Time: 3099.54 ms
[2021-03-13 19:28:28 main:574] : INFO : Epoch 1682 | loss: 0.0311322 | val_loss: 0.0311525 | Time: 3121.57 ms
[2021-03-13 19:28:31 main:574] : INFO : Epoch 1683 | loss: 0.031132 | val_loss: 0.0311589 | Time: 3118.41 ms
[2021-03-13 19:28:35 main:574] : INFO : Epoch 1684 | loss: 0.0311328 | val_loss: 0.0311529 | Time: 3134.08 ms
[2021-03-13 19:28:38 main:574] : INFO : Epoch 1685 | loss: 0.0311318 | val_loss: 0.0311541 | Time: 3119.89 ms
[2021-03-13 19:28:41 main:574] : INFO : Epoch 1686 | loss: 0.0311321 | val_loss: 0.0311525 | Time: 3122.52 ms
[2021-03-13 19:28:44 main:574] : INFO : Epoch 1687 | loss: 0.0311331 | val_loss: 0.0311528 | Time: 3113.52 ms
[2021-03-13 19:28:47 main:574] : INFO : Epoch 1688 | loss: 0.0311322 | val_loss: 0.0311529 | Time: 3129.81 ms
[2021-03-13 19:28:50 main:574] : INFO : Epoch 1689 | loss: 0.0311317 | val_loss: 0.0311527 | Time: 3111.42 ms
[2021-03-13 19:28:53 main:574] : INFO : Epoch 1690 | loss: 0.0311313 | val_loss: 0.0311527 | Time: 3134.32 ms
[2021-03-13 19:28:57 main:574] : INFO : Epoch 1691 | loss: 0.0311312 | val_loss: 0.0311555 | Time: 3112.25 ms
[2021-03-13 19:29:00 main:574] : INFO : Epoch 1692 | loss: 0.0311323 | val_loss: 0.0311571 | Time: 3117.31 ms
[2021-03-13 19:29:03 main:574] : INFO : Epoch 1693 | loss: 0.0311329 | val_loss: 0.0311529 | Time: 3127.85 ms
[2021-03-13 19:29:06 main:574] : INFO : Epoch 1694 | loss: 0.0311313 | val_loss: 0.0311542 | Time: 3111.16 ms
[2021-03-13 19:29:09 main:574] : INFO : Epoch 1695 | loss: 0.0311326 | val_loss: 0.0311547 | Time: 3114.2 ms
[2021-03-13 19:29:12 main:574] : INFO : Epoch 1696 | loss: 0.0311376 | val_loss: 0.0311499 | Time: 3135.8 ms
[2021-03-13 19:29:15 main:574] : INFO : Epoch 1697 | loss: 0.0311367 | val_loss: 0.0311574 | Time: 3111.05 ms
[2021-03-13 19:29:19 main:574] : INFO : Epoch 1698 | loss: 0.0311355 | val_loss: 0.0311499 | Time: 3125.17 ms
[2021-03-13 19:29:22 main:574] : INFO : Epoch 1699 | loss: 0.0311346 | val_loss: 0.0311512 | Time: 3137.27 ms
[2021-03-13 19:29:25 main:574] : INFO : Epoch 1700 | loss: 0.0311349 | val_loss: 0.0311538 | Time: 3144.77 ms
[2021-03-13 19:29:28 main:574] : INFO : Epoch 1701 | loss: 0.031134 | val_loss: 0.0311522 | Time: 3128.8 ms
[2021-03-13 19:29:31 main:574] : INFO : Epoch 1702 | loss: 0.0311337 | val_loss: 0.0311551 | Time: 3114.19 ms
[2021-03-13 19:29:34 main:574] : INFO : Epoch 1703 | loss: 0.031135 | val_loss: 0.0311572 | Time: 3099.1 ms
[2021-03-13 19:29:38 main:574] : INFO : Epoch 1704 | loss: 0.0311338 | val_loss: 0.0311524 | Time: 3129.42 ms
[2021-03-13 19:29:41 main:574] : INFO : Epoch 1705 | loss: 0.0311339 | val_loss: 0.0311557 | Time: 3102.4 ms
[2021-03-13 19:29:44 main:574] : INFO : Epoch 1706 | loss: 0.0311356 | val_loss: 0.0311532 | Time: 3101.35 ms
[2021-03-13 19:29:47 main:574] : INFO : Epoch 1707 | loss: 0.0311332 | val_loss: 0.0311493 | Time: 3125.09 ms
[2021-03-13 19:29:50 main:574] : INFO : Epoch 1708 | loss: 0.0311328 | val_loss: 0.0311511 | Time: 3129.28 ms
[2021-03-13 19:29:53 main:574] : INFO : Epoch 1709 | loss: 0.0311314 | val_loss: 0.0311512 | Time: 3126.44 ms
[2021-03-13 19:29:57 main:574] : INFO : Epoch 1710 | loss: 0.0311313 | val_loss: 0.0311529 | Time: 3110.52 ms
[2021-03-13 19:30:00 main:574] : INFO : Epoch 1711 | loss: 0.0311315 | val_loss: 0.0311503 | Time: 3136.03 ms
[2021-03-13 19:30:03 main:574] : INFO : Epoch 1712 | loss: 0.0311313 | val_loss: 0.0311538 | Time: 3124.8 ms
[2021-03-13 19:30:06 main:574] : INFO : Epoch 1713 | loss: 0.0311336 | val_loss: 0.0311564 | Time: 3087.42 ms
[2021-03-13 19:30:09 main:574] : INFO : Epoch 1714 | loss: 0.0311336 | val_loss: 0.0311516 | Time: 3114.07 ms
[2021-03-13 19:30:12 main:574] : INFO : Epoch 1715 | loss: 0.031131 | val_loss: 0.0311546 | Time: 3108.6 ms
[2021-03-13 19:30:15 main:574] : INFO : Epoch 1716 | loss: 0.0311307 | val_loss: 0.0311528 | Time: 3097.69 ms
[2021-03-13 19:30:19 main:574] : INFO : Epoch 1717 | loss: 0.0311306 | val_loss: 0.0311499 | Time: 3091.25 ms
[2021-03-13 19:30:22 main:574] : INFO : Epoch 1718 | loss: 0.0311312 | val_loss: 0.0311537 | Time: 3107.04 ms
[2021-03-13 19:30:25 main:574] : INFO : Epoch 1719 | loss: 0.0311327 | val_loss: 0.0311519 | Time: 3117.18 ms
[2021-03-13 19:30:28 main:574] : INFO : Epoch 1720 | loss: 0.0311314 | val_loss: 0.0311527 | Time: 3116.41 ms
[2021-03-13 19:30:31 main:574] : INFO : Epoch 1721 | loss: 0.0311302 | val_loss: 0.0311539 | Time: 3105.63 ms
[2021-03-13 19:30:34 main:574] : INFO : Epoch 1722 | loss: 0.0311304 | val_loss: 0.0311609 | Time: 3125.3 ms
[2021-03-13 19:30:37 main:574] : INFO : Epoch 1723 | loss: 0.0311324 | val_loss: 0.0311545 | Time: 3120.5 ms
[2021-03-13 19:30:41 main:574] : INFO : Epoch 1724 | loss: 0.0311329 | val_loss: 0.031155 | Time: 3115.96 ms
[2021-03-13 19:30:44 main:574] : INFO : Epoch 1725 | loss: 0.0311377 | val_loss: 0.031154 | Time: 3120.33 ms
[2021-03-13 19:30:47 main:574] : INFO : Epoch 1726 | loss: 0.0311416 | val_loss: 0.0311542 | Time: 3109.28 ms
[2021-03-13 19:30:50 main:574] : INFO : Epoch 1727 | loss: 0.0311348 | val_loss: 0.0311528 | Time: 3138.45 ms
[2021-03-13 19:30:53 main:574] : INFO : Epoch 1728 | loss: 0.031134 | val_loss: 0.0311515 | Time: 3156.4 ms
[2021-03-13 19:30:56 main:574] : INFO : Epoch 1729 | loss: 0.0311341 | val_loss: 0.0311489 | Time: 3144.32 ms
[2021-03-13 19:31:00 main:574] : INFO : Epoch 1730 | loss: 0.0311345 | val_loss: 0.0311523 | Time: 3107.79 ms
[2021-03-13 19:31:03 main:574] : INFO : Epoch 1731 | loss: 0.0311355 | val_loss: 0.0311544 | Time: 3140.58 ms
[2021-03-13 19:31:06 main:574] : INFO : Epoch 1732 | loss: 0.0311347 | val_loss: 0.0311538 | Time: 3120.88 ms
[2021-03-13 19:31:09 main:574] : INFO : Epoch 1733 | loss: 0.0311337 | val_loss: 0.0311543 | Time: 3119.79 ms
[2021-03-13 19:31:12 main:574] : INFO : Epoch 1734 | loss: 0.0311339 | val_loss: 0.0311553 | Time: 3131.38 ms
[2021-03-13 19:31:15 main:574] : INFO : Epoch 1735 | loss: 0.0311318 | val_loss: 0.0311499 | Time: 3117.81 ms
[2021-03-13 19:31:18 main:574] : INFO : Epoch 1736 | loss: 0.0311353 | val_loss: 0.0311526 | Time: 3094.57 ms
[2021-03-13 19:31:22 main:574] : INFO : Epoch 1737 | loss: 0.0311354 | val_loss: 0.03116 | Time: 3131.63 ms
[2021-03-13 19:31:25 main:574] : INFO : Epoch 1738 | loss: 0.0311321 | val_loss: 0.0311523 | Time: 3120.7 ms
[2021-03-13 19:31:28 main:574] : INFO : Epoch 1739 | loss: 0.0311303 | val_loss: 0.0311541 | Time: 3105.03 ms
[2021-03-13 19:31:31 main:574] : INFO : Epoch 1740 | loss: 0.0311308 | val_loss: 0.0311556 | Time: 3132.84 ms
[2021-03-13 19:31:34 main:574] : INFO : Epoch 1741 | loss: 0.0311411 | val_loss: 0.0311591 | Time: 3117.13 ms
[2021-03-13 19:31:37 main:574] : INFO : Epoch 1742 | loss: 0.0311396 | val_loss: 0.0311651 | Time: 3116.79 ms
[2021-03-13 19:31:40 main:574] : INFO : Epoch 1743 | loss: 0.0311436 | val_loss: 0.0311548 | Time: 3084.26 ms
[2021-03-13 19:31:44 main:574] : INFO : Epoch 1744 | loss: 0.0311382 | val_loss: 0.0311573 | Time: 3110.44 ms
[2021-03-13 19:31:47 main:574] : INFO : Epoch 1745 | loss: 0.0311355 | val_loss: 0.0311586 | Time: 3107.2 ms
[2021-03-13 19:31:50 main:574] : INFO : Epoch 1746 | loss: 0.0311357 | val_loss: 0.0311511 | Time: 3108.41 ms
[2021-03-13 19:31:53 main:574] : INFO : Epoch 1747 | loss: 0.0311335 | val_loss: 0.0311518 | Time: 3118.04 ms
[2021-03-13 19:31:56 main:574] : INFO : Epoch 1748 | loss: 0.0311343 | val_loss: 0.031152 | Time: 3103.46 ms
[2021-03-13 19:31:59 main:574] : INFO : Epoch 1749 | loss: 0.031134 | val_loss: 0.0311538 | Time: 3122.87 ms
[2021-03-13 19:32:02 main:574] : INFO : Epoch 1750 | loss: 0.0311322 | val_loss: 0.03115 | Time: 3091.45 ms
[2021-03-13 19:32:06 main:574] : INFO : Epoch 1751 | loss: 0.0311323 | val_loss: 0.0311493 | Time: 3101.68 ms
[2021-03-13 19:32:09 main:574] : INFO : Epoch 1752 | loss: 0.0311316 | val_loss: 0.0311536 | Time: 3121.34 ms
[2021-03-13 19:32:12 main:574] : INFO : Epoch 1753 | loss: 0.0311348 | val_loss: 0.0311477 | Time: 3128.69 ms
[2021-03-13 19:32:15 main:574] : INFO : Epoch 1754 | loss: 0.0311327 | val_loss: 0.0311525 | Time: 3128.83 ms
[2021-03-13 19:32:18 main:574] : INFO : Epoch 1755 | loss: 0.031133 | val_loss: 0.0311502 | Time: 3117.9 ms
[2021-03-13 19:32:21 main:574] : INFO : Epoch 1756 | loss: 0.0311349 | val_loss: 0.0311645 | Time: 3130.23 ms
[2021-03-13 19:32:25 main:574] : INFO : Epoch 1757 | loss: 0.0311405 | val_loss: 0.0311605 | Time: 3115.59 ms
[2021-03-13 19:32:28 main:574] : INFO : Epoch 1758 | loss: 0.0311364 | val_loss: 0.0311498 | Time: 3124.71 ms
[2021-03-13 19:32:31 main:574] : INFO : Epoch 1759 | loss: 0.0311317 | val_loss: 0.0311494 | Time: 3092.05 ms
[2021-03-13 19:32:34 main:574] : INFO : Epoch 1760 | loss: 0.0311309 | val_loss: 0.0311518 | Time: 3118.89 ms
[2021-03-13 19:32:37 main:574] : INFO : Epoch 1761 | loss: 0.0311314 | val_loss: 0.0311476 | Time: 3116.73 ms
[2021-03-13 19:32:40 main:574] : INFO : Epoch 1762 | loss: 0.0311307 | val_loss: 0.0311541 | Time: 3095.99 ms
[2021-03-13 19:32:43 main:574] : INFO : Epoch 1763 | loss: 0.0311304 | val_loss: 0.0311489 | Time: 3113.15 ms
[2021-03-13 19:32:46 main:574] : INFO : Epoch 1764 | loss: 0.0311318 | val_loss: 0.0311539 | Time: 3100.78 ms
[2021-03-13 19:32:50 main:574] : INFO : Epoch 1765 | loss: 0.031132 | val_loss: 0.031153 | Time: 3068.05 ms
[2021-03-13 19:32:53 main:574] : INFO : Epoch 1766 | loss: 0.0311335 | val_loss: 0.0311527 | Time: 3089.93 ms
[2021-03-13 19:32:56 main:574] : INFO : Epoch 1767 | loss: 0.0311308 | val_loss: 0.0311495 | Time: 3102.53 ms
[2021-03-13 19:32:59 main:574] : INFO : Epoch 1768 | loss: 0.0311297 | val_loss: 0.0311489 | Time: 3097.87 ms
[2021-03-13 19:33:02 main:574] : INFO : Epoch 1769 | loss: 0.0311297 | val_loss: 0.0311515 | Time: 3095.09 ms
[2021-03-13 19:33:05 main:574] : INFO : Epoch 1770 | loss: 0.0311297 | val_loss: 0.0311531 | Time: 3092.27 ms
[2021-03-13 19:33:08 main:574] : INFO : Epoch 1771 | loss: 0.0311281 | val_loss: 0.0311526 | Time: 3103.51 ms
[2021-03-13 19:33:12 main:574] : INFO : Epoch 1772 | loss: 0.0311284 | val_loss: 0.0311493 | Time: 3121.1 ms
[2021-03-13 19:33:15 main:574] : INFO : Epoch 1773 | loss: 0.0311269 | val_loss: 0.0311523 | Time: 3101.92 ms
[2021-03-13 19:33:18 main:574] : INFO : Epoch 1774 | loss: 0.0311271 | val_loss: 0.0311514 | Time: 3110.27 ms
[2021-03-13 19:33:21 main:574] : INFO : Epoch 1775 | loss: 0.0311286 | val_loss: 0.0311531 | Time: 3134.83 ms
[2021-03-13 19:33:24 main:574] : INFO : Epoch 1776 | loss: 0.0311311 | val_loss: 0.0311503 | Time: 3122.27 ms
[2021-03-13 19:33:27 main:574] : INFO : Epoch 1777 | loss: 0.0311294 | val_loss: 0.0311502 | Time: 3126.68 ms
[2021-03-13 19:33:31 main:574] : INFO : Epoch 1778 | loss: 0.0311273 | val_loss: 0.0311522 | Time: 3106.76 ms
[2021-03-13 19:33:34 main:574] : INFO : Epoch 1779 | loss: 0.03113 | val_loss: 0.0311536 | Time: 3126.21 ms
[2021-03-13 19:33:37 main:574] : INFO : Epoch 1780 | loss: 0.0311324 | val_loss: 0.0311509 | Time: 3132.4 ms
[2021-03-13 19:33:40 main:574] : INFO : Epoch 1781 | loss: 0.0311311 | val_loss: 0.031155 | Time: 3130.46 ms
[2021-03-13 19:33:43 main:574] : INFO : Epoch 1782 | loss: 0.0311303 | val_loss: 0.0311526 | Time: 3081.03 ms
[2021-03-13 19:33:46 main:574] : INFO : Epoch 1783 | loss: 0.0311298 | val_loss: 0.0311551 | Time: 3125.46 ms
[2021-03-13 19:33:49 main:574] : INFO : Epoch 1784 | loss: 0.0311295 | val_loss: 0.0311529 | Time: 3116.2 ms
[2021-03-13 19:33:53 main:574] : INFO : Epoch 1785 | loss: 0.0311294 | val_loss: 0.0311528 | Time: 3070.49 ms
[2021-03-13 19:33:56 main:574] : INFO : Epoch 1786 | loss: 0.0311341 | val_loss: 0.0311532 | Time: 3130.22 ms
[2021-03-13 19:33:59 main:574] : INFO : Epoch 1787 | loss: 0.0311333 | val_loss: 0.0311532 | Time: 3089.88 ms
[2021-03-13 19:34:02 main:574] : INFO : Epoch 1788 | loss: 0.0311328 | val_loss: 0.0311546 | Time: 3105.59 ms
[2021-03-13 19:34:05 main:574] : INFO : Epoch 1789 | loss: 0.0311342 | val_loss: 0.031153 | Time: 3088.87 ms
[2021-03-13 19:34:08 main:574] : INFO : Epoch 1790 | loss: 0.031133 | val_loss: 0.0311505 | Time: 3118.73 ms
[2021-03-13 19:34:11 main:574] : INFO : Epoch 1791 | loss: 0.0311315 | val_loss: 0.0311516 | Time: 3113.89 ms
[2021-03-13 19:34:15 main:574] : INFO : Epoch 1792 | loss: 0.0311317 | val_loss: 0.0311549 | Time: 3118.87 ms
[2021-03-13 19:34:18 main:574] : INFO : Epoch 1793 | loss: 0.0311345 | val_loss: 0.0311511 | Time: 3094.41 ms
[2021-03-13 19:34:21 main:574] : INFO : Epoch 1794 | loss: 0.0311323 | val_loss: 0.0311541 | Time: 3097.7 ms
[2021-03-13 19:34:24 main:574] : INFO : Epoch 1795 | loss: 0.0311316 | val_loss: 0.0311558 | Time: 3098.33 ms
[2021-03-13 19:34:27 main:574] : INFO : Epoch 1796 | loss: 0.0311322 | val_loss: 0.0311535 | Time: 3138.69 ms
[2021-03-13 19:34:30 main:574] : INFO : Epoch 1797 | loss: 0.0311336 | val_loss: 0.0311641 | Time: 3103.6 ms
[2021-03-13 19:34:33 main:574] : INFO : Epoch 1798 | loss: 0.0311333 | val_loss: 0.0311559 | Time: 3112.86 ms
[2021-03-13 19:34:37 main:574] : INFO : Epoch 1799 | loss: 0.0311322 | val_loss: 0.0311597 | Time: 3120.29 ms
[2021-03-13 19:34:40 main:574] : INFO : Epoch 1800 | loss: 0.0311334 | val_loss: 0.0311518 | Time: 3120.58 ms
[2021-03-13 19:34:43 main:574] : INFO : Epoch 1801 | loss: 0.0311294 | val_loss: 0.031148 | Time: 3121.38 ms
[2021-03-13 19:34:46 main:574] : INFO : Epoch 1802 | loss: 0.031131 | val_loss: 0.03115 | Time: 3120.44 ms
[2021-03-13 19:34:49 main:574] : INFO : Epoch 1803 | loss: 0.0311292 | val_loss: 0.0311497 | Time: 3116.45 ms
[2021-03-13 19:34:52 main:574] : INFO : Epoch 1804 | loss: 0.031128 | val_loss: 0.0311521 | Time: 3112.48 ms
[2021-03-13 19:34:55 main:574] : INFO : Epoch 1805 | loss: 0.031128 | val_loss: 0.0311506 | Time: 3129.76 ms
[2021-03-13 19:34:59 main:574] : INFO : Epoch 1806 | loss: 0.0311296 | val_loss: 0.0311587 | Time: 3109.27 ms
[2021-03-13 19:35:02 main:574] : INFO : Epoch 1807 | loss: 0.0311335 | val_loss: 0.0311517 | Time: 3087.06 ms
[2021-03-13 19:35:05 main:574] : INFO : Epoch 1808 | loss: 0.031129 | val_loss: 0.0311481 | Time: 3092.5 ms
[2021-03-13 19:35:08 main:574] : INFO : Epoch 1809 | loss: 0.0311284 | val_loss: 0.0311506 | Time: 3077.04 ms
[2021-03-13 19:35:11 main:574] : INFO : Epoch 1810 | loss: 0.0311275 | val_loss: 0.0311505 | Time: 3119.08 ms
[2021-03-13 19:35:14 main:574] : INFO : Epoch 1811 | loss: 0.031127 | val_loss: 0.0311501 | Time: 3098.79 ms
[2021-03-13 19:35:17 main:574] : INFO : Epoch 1812 | loss: 0.0311258 | val_loss: 0.0311524 | Time: 3073.21 ms
[2021-03-13 19:35:21 main:574] : INFO : Epoch 1813 | loss: 0.0311265 | val_loss: 0.0311541 | Time: 3110.39 ms
[2021-03-13 19:35:24 main:574] : INFO : Epoch 1814 | loss: 0.0311275 | val_loss: 0.031151 | Time: 3084.58 ms
[2021-03-13 19:35:27 main:574] : INFO : Epoch 1815 | loss: 0.0311285 | val_loss: 0.0311521 | Time: 3082.49 ms
[2021-03-13 19:35:30 main:574] : INFO : Epoch 1816 | loss: 0.0311355 | val_loss: 0.0311551 | Time: 3084.99 ms
[2021-03-13 19:35:33 main:574] : INFO : Epoch 1817 | loss: 0.031139 | val_loss: 0.0311568 | Time: 3099.19 ms
[2021-03-13 19:35:36 main:574] : INFO : Epoch 1818 | loss: 0.031136 | val_loss: 0.0311511 | Time: 3095.18 ms
[2021-03-13 19:35:39 main:574] : INFO : Epoch 1819 | loss: 0.0311342 | val_loss: 0.0311534 | Time: 3102.71 ms
[2021-03-13 19:35:42 main:574] : INFO : Epoch 1820 | loss: 0.0311313 | val_loss: 0.0311525 | Time: 3103.55 ms
[2021-03-13 19:35:45 main:574] : INFO : Epoch 1821 | loss: 0.0311304 | val_loss: 0.0311504 | Time: 3098.02 ms
[2021-03-13 19:35:49 main:574] : INFO : Epoch 1822 | loss: 0.0311305 | val_loss: 0.0311527 | Time: 3106.26 ms
[2021-03-13 19:35:52 main:574] : INFO : Epoch 1823 | loss: 0.0311292 | val_loss: 0.0311514 | Time: 3096.84 ms
[2021-03-13 19:35:55 main:574] : INFO : Epoch 1824 | loss: 0.0311276 | val_loss: 0.0311538 | Time: 3097.12 ms
[2021-03-13 19:35:58 main:574] : INFO : Epoch 1825 | loss: 0.0311277 | val_loss: 0.0311491 | Time: 3107.8 ms
[2021-03-13 19:36:01 main:574] : INFO : Epoch 1826 | loss: 0.0311278 | val_loss: 0.0311532 | Time: 3117.82 ms
[2021-03-13 19:36:04 main:574] : INFO : Epoch 1827 | loss: 0.0311309 | val_loss: 0.0311516 | Time: 3086.52 ms
[2021-03-13 19:36:07 main:574] : INFO : Epoch 1828 | loss: 0.0311306 | val_loss: 0.0311515 | Time: 3098.96 ms
[2021-03-13 19:36:11 main:574] : INFO : Epoch 1829 | loss: 0.0311278 | val_loss: 0.0311535 | Time: 3115.83 ms
[2021-03-13 19:36:14 main:574] : INFO : Epoch 1830 | loss: 0.0311271 | val_loss: 0.0311514 | Time: 3113.91 ms
[2021-03-13 19:36:17 main:574] : INFO : Epoch 1831 | loss: 0.0311274 | val_loss: 0.0311526 | Time: 3090.11 ms
[2021-03-13 19:36:20 main:574] : INFO : Epoch 1832 | loss: 0.0311258 | val_loss: 0.031159 | Time: 3108.84 ms
[2021-03-13 19:36:23 main:574] : INFO : Epoch 1833 | loss: 0.0311282 | val_loss: 0.0311522 | Time: 3103.45 ms
[2021-03-13 19:36:26 main:574] : INFO : Epoch 1834 | loss: 0.0311278 | val_loss: 0.0311546 | Time: 3084.23 ms
[2021-03-13 19:36:29 main:574] : INFO : Epoch 1835 | loss: 0.0311274 | val_loss: 0.0311534 | Time: 3085.38 ms
[2021-03-13 19:36:32 main:574] : INFO : Epoch 1836 | loss: 0.0311275 | val_loss: 0.0311531 | Time: 3086.5 ms
[2021-03-13 19:36:36 main:574] : INFO : Epoch 1837 | loss: 0.0311266 | val_loss: 0.031156 | Time: 3120.91 ms
[2021-03-13 19:36:39 main:574] : INFO : Epoch 1838 | loss: 0.0311292 | val_loss: 0.0311633 | Time: 3116.77 ms
[2021-03-13 19:36:42 main:574] : INFO : Epoch 1839 | loss: 0.0311357 | val_loss: 0.0311593 | Time: 3105.05 ms
[2021-03-13 19:36:45 main:574] : INFO : Epoch 1840 | loss: 0.0311287 | val_loss: 0.0311524 | Time: 3106.53 ms
[2021-03-13 19:36:48 main:574] : INFO : Epoch 1841 | loss: 0.0311274 | val_loss: 0.0311708 | Time: 3104.17 ms
[2021-03-13 19:36:51 main:574] : INFO : Epoch 1842 | loss: 0.0311313 | val_loss: 0.0311639 | Time: 3111.23 ms
[2021-03-13 19:36:54 main:574] : INFO : Epoch 1843 | loss: 0.0311302 | val_loss: 0.0311503 | Time: 3085.86 ms
[2021-03-13 19:36:58 main:574] : INFO : Epoch 1844 | loss: 0.0311318 | val_loss: 0.0311495 | Time: 3106.18 ms
[2021-03-13 19:37:01 main:574] : INFO : Epoch 1845 | loss: 0.0311328 | val_loss: 0.0311506 | Time: 3111.81 ms
[2021-03-13 19:37:04 main:574] : INFO : Epoch 1846 | loss: 0.0311339 | val_loss: 0.0311554 | Time: 3110.72 ms
[2021-03-13 19:37:07 main:574] : INFO : Epoch 1847 | loss: 0.0311317 | val_loss: 0.0311542 | Time: 3102.52 ms
[2021-03-13 19:37:10 main:574] : INFO : Epoch 1848 | loss: 0.0311297 | val_loss: 0.031152 | Time: 3131.68 ms
[2021-03-13 19:37:13 main:574] : INFO : Epoch 1849 | loss: 0.0311289 | val_loss: 0.0311544 | Time: 3107.88 ms
[2021-03-13 19:37:16 main:574] : INFO : Epoch 1850 | loss: 0.0311285 | val_loss: 0.0311503 | Time: 3096.03 ms
[2021-03-13 19:37:20 main:574] : INFO : Epoch 1851 | loss: 0.0311278 | val_loss: 0.0311537 | Time: 3097.01 ms
[2021-03-13 19:37:23 main:574] : INFO : Epoch 1852 | loss: 0.0311285 | val_loss: 0.0311532 | Time: 3120.87 ms
[2021-03-13 19:37:26 main:574] : INFO : Epoch 1853 | loss: 0.0311296 | val_loss: 0.0311512 | Time: 3085.88 ms
[2021-03-13 19:37:29 main:574] : INFO : Epoch 1854 | loss: 0.0311289 | val_loss: 0.0311524 | Time: 3129.1 ms
[2021-03-13 19:37:32 main:574] : INFO : Epoch 1855 | loss: 0.0311302 | val_loss: 0.0311524 | Time: 3079.84 ms
[2021-03-13 19:37:35 main:574] : INFO : Epoch 1856 | loss: 0.0311299 | val_loss: 0.0311516 | Time: 3116.3 ms
[2021-03-13 19:37:38 main:574] : INFO : Epoch 1857 | loss: 0.0311291 | val_loss: 0.0311548 | Time: 3088.39 ms
[2021-03-13 19:37:42 main:574] : INFO : Epoch 1858 | loss: 0.0311276 | val_loss: 0.0311577 | Time: 3087.05 ms
[2021-03-13 19:37:45 main:574] : INFO : Epoch 1859 | loss: 0.0311286 | val_loss: 0.03116 | Time: 3091.61 ms
[2021-03-13 19:37:48 main:574] : INFO : Epoch 1860 | loss: 0.0311345 | val_loss: 0.031151 | Time: 3096.03 ms
[2021-03-13 19:37:51 main:574] : INFO : Epoch 1861 | loss: 0.0311312 | val_loss: 0.0311502 | Time: 3076.87 ms
[2021-03-13 19:37:54 main:574] : INFO : Epoch 1862 | loss: 0.0311281 | val_loss: 0.0311534 | Time: 3114.88 ms
[2021-03-13 19:37:57 main:574] : INFO : Epoch 1863 | loss: 0.0311302 | val_loss: 0.0311525 | Time: 3097.95 ms
[2021-03-13 19:38:00 main:574] : INFO : Epoch 1864 | loss: 0.0311281 | val_loss: 0.0311519 | Time: 3095.66 ms
[2021-03-13 19:38:03 main:574] : INFO : Epoch 1865 | loss: 0.0311265 | val_loss: 0.0311506 | Time: 3110.38 ms
[2021-03-13 19:38:07 main:574] : INFO : Epoch 1866 | loss: 0.0311272 | val_loss: 0.0311497 | Time: 3136.19 ms
[2021-03-13 19:38:10 main:574] : INFO : Epoch 1867 | loss: 0.0311272 | val_loss: 0.0311507 | Time: 3130.75 ms
[2021-03-13 19:38:13 main:574] : INFO : Epoch 1868 | loss: 0.0311283 | val_loss: 0.0311524 | Time: 3097.19 ms
[2021-03-13 19:38:16 main:574] : INFO : Epoch 1869 | loss: 0.031127 | val_loss: 0.0311511 | Time: 3143.69 ms
[2021-03-13 19:38:19 main:574] : INFO : Epoch 1870 | loss: 0.0311278 | val_loss: 0.0311473 | Time: 3119.49 ms
[2021-03-13 19:38:22 main:574] : INFO : Epoch 1871 | loss: 0.0311277 | val_loss: 0.0311539 | Time: 3122.35 ms
[2021-03-13 19:38:26 main:574] : INFO : Epoch 1872 | loss: 0.0311299 | val_loss: 0.0311544 | Time: 3118.22 ms
[2021-03-13 19:38:29 main:574] : INFO : Epoch 1873 | loss: 0.0311312 | val_loss: 0.0311507 | Time: 3100.85 ms
[2021-03-13 19:38:32 main:574] : INFO : Epoch 1874 | loss: 0.0311291 | val_loss: 0.0311514 | Time: 3124.26 ms
[2021-03-13 19:38:35 main:574] : INFO : Epoch 1875 | loss: 0.0311289 | val_loss: 0.0311489 | Time: 3095.85 ms
[2021-03-13 19:38:38 main:574] : INFO : Epoch 1876 | loss: 0.0311272 | val_loss: 0.0311509 | Time: 3085.41 ms
[2021-03-13 19:38:41 main:574] : INFO : Epoch 1877 | loss: 0.0311294 | val_loss: 0.0311499 | Time: 3114.49 ms
[2021-03-13 19:38:44 main:574] : INFO : Epoch 1878 | loss: 0.0311281 | val_loss: 0.03115 | Time: 3141.59 ms
[2021-03-13 19:38:48 main:574] : INFO : Epoch 1879 | loss: 0.0311279 | val_loss: 0.0311511 | Time: 3092.01 ms
[2021-03-13 19:38:51 main:574] : INFO : Epoch 1880 | loss: 0.0311289 | val_loss: 0.0311498 | Time: 3086.43 ms
[2021-03-13 19:38:54 main:574] : INFO : Epoch 1881 | loss: 0.0311284 | val_loss: 0.0311467 | Time: 3102.71 ms
[2021-03-13 19:38:57 main:574] : INFO : Epoch 1882 | loss: 0.0311288 | val_loss: 0.0311494 | Time: 3094.8 ms
[2021-03-13 19:39:00 main:574] : INFO : Epoch 1883 | loss: 0.0311284 | val_loss: 0.0311504 | Time: 3077.76 ms
[2021-03-13 19:39:03 main:574] : INFO : Epoch 1884 | loss: 0.0311292 | val_loss: 0.0311516 | Time: 3080.31 ms
[2021-03-13 19:39:06 main:574] : INFO : Epoch 1885 | loss: 0.031129 | val_loss: 0.0311483 | Time: 3100.96 ms
[2021-03-13 19:39:09 main:574] : INFO : Epoch 1886 | loss: 0.0311305 | val_loss: 0.0311488 | Time: 3102.77 ms
[2021-03-13 19:39:13 main:574] : INFO : Epoch 1887 | loss: 0.0311276 | val_loss: 0.0311502 | Time: 3107.14 ms
[2021-03-13 19:39:16 main:574] : INFO : Epoch 1888 | loss: 0.0311276 | val_loss: 0.031151 | Time: 3105.86 ms
[2021-03-13 19:39:19 main:574] : INFO : Epoch 1889 | loss: 0.0311276 | val_loss: 0.0311481 | Time: 3092.07 ms
[2021-03-13 19:39:22 main:574] : INFO : Epoch 1890 | loss: 0.0311279 | val_loss: 0.0311481 | Time: 3110.05 ms
[2021-03-13 19:39:25 main:574] : INFO : Epoch 1891 | loss: 0.0311275 | val_loss: 0.0311476 | Time: 3085.74 ms
[2021-03-13 19:39:28 main:574] : INFO : Epoch 1892 | loss: 0.0311271 | val_loss: 0.0311505 | Time: 3091.32 ms
[2021-03-13 19:39:31 main:574] : INFO : Epoch 1893 | loss: 0.0311273 | val_loss: 0.0311473 | Time: 3110.79 ms
[2021-03-13 19:39:35 main:574] : INFO : Epoch 1894 | loss: 0.0311275 | val_loss: 0.0311488 | Time: 3106.05 ms
[2021-03-13 19:39:38 main:574] : INFO : Epoch 1895 | loss: 0.0311259 | val_loss: 0.0311477 | Time: 3104.44 ms
[2021-03-13 19:39:41 main:574] : INFO : Epoch 1896 | loss: 0.0311265 | val_loss: 0.0311507 | Time: 3074.2 ms
[2021-03-13 19:39:44 main:574] : INFO : Epoch 1897 | loss: 0.0311284 | val_loss: 0.0311491 | Time: 3116.42 ms
[2021-03-13 19:39:47 main:574] : INFO : Epoch 1898 | loss: 0.0311291 | val_loss: 0.0311473 | Time: 3063.02 ms
[2021-03-13 19:39:50 main:574] : INFO : Epoch 1899 | loss: 0.031128 | val_loss: 0.0311477 | Time: 3076.34 ms
[2021-03-13 19:39:53 main:574] : INFO : Epoch 1900 | loss: 0.0311266 | val_loss: 0.0311494 | Time: 3102.43 ms
[2021-03-13 19:39:56 main:574] : INFO : Epoch 1901 | loss: 0.0311305 | val_loss: 0.0311466 | Time: 3077.55 ms
[2021-03-13 19:40:00 main:574] : INFO : Epoch 1902 | loss: 0.0311309 | val_loss: 0.0311505 | Time: 3084.11 ms
[2021-03-13 19:40:03 main:574] : INFO : Epoch 1903 | loss: 0.0311346 | val_loss: 0.0311513 | Time: 3107.89 ms
[2021-03-13 19:40:06 main:574] : INFO : Epoch 1904 | loss: 0.0311314 | val_loss: 0.0311478 | Time: 3079.73 ms
[2021-03-13 19:40:09 main:574] : INFO : Epoch 1905 | loss: 0.0311283 | val_loss: 0.0311488 | Time: 3077.93 ms
[2021-03-13 19:40:12 main:574] : INFO : Epoch 1906 | loss: 0.0311279 | val_loss: 0.0311494 | Time: 3077.59 ms
[2021-03-13 19:40:15 main:574] : INFO : Epoch 1907 | loss: 0.0311285 | val_loss: 0.031149 | Time: 3097.42 ms
[2021-03-13 19:40:18 main:574] : INFO : Epoch 1908 | loss: 0.031128 | val_loss: 0.031147 | Time: 3081.16 ms
[2021-03-13 19:40:21 main:574] : INFO : Epoch 1909 | loss: 0.0311278 | val_loss: 0.0311483 | Time: 3095.35 ms
[2021-03-13 19:40:25 main:574] : INFO : Epoch 1910 | loss: 0.0311263 | val_loss: 0.0311473 | Time: 3087.81 ms
[2021-03-13 19:40:28 main:574] : INFO : Epoch 1911 | loss: 0.0311274 | val_loss: 0.03115 | Time: 3092.82 ms
[2021-03-13 19:40:31 main:574] : INFO : Epoch 1912 | loss: 0.0311296 | val_loss: 0.0311481 | Time: 3092.76 ms
[2021-03-13 19:40:34 main:574] : INFO : Epoch 1913 | loss: 0.0311302 | val_loss: 0.0311509 | Time: 3095.64 ms
[2021-03-13 19:40:37 main:574] : INFO : Epoch 1914 | loss: 0.0311288 | val_loss: 0.0311495 | Time: 3087.03 ms
[2021-03-13 19:40:40 main:574] : INFO : Epoch 1915 | loss: 0.0311303 | val_loss: 0.0311517 | Time: 3087.06 ms
[2021-03-13 19:40:43 main:574] : INFO : Epoch 1916 | loss: 0.0311316 | val_loss: 0.0311545 | Time: 3070.78 ms
[2021-03-13 19:40:46 main:574] : INFO : Epoch 1917 | loss: 0.0311331 | val_loss: 0.0311544 | Time: 3072.01 ms
[2021-03-13 19:40:49 main:574] : INFO : Epoch 1918 | loss: 0.0311326 | val_loss: 0.0311506 | Time: 3096.77 ms
[2021-03-13 19:40:53 main:574] : INFO : Epoch 1919 | loss: 0.0311411 | val_loss: 0.0311607 | Time: 3092.98 ms
[2021-03-13 19:40:56 main:574] : INFO : Epoch 1920 | loss: 0.031144 | val_loss: 0.0311568 | Time: 3109.03 ms
[2021-03-13 19:40:59 main:574] : INFO : Epoch 1921 | loss: 0.0311412 | val_loss: 0.0311567 | Time: 3130.25 ms
[2021-03-13 19:41:02 main:574] : INFO : Epoch 1922 | loss: 0.0311409 | val_loss: 0.0311548 | Time: 3109.03 ms
[2021-03-13 19:41:05 main:574] : INFO : Epoch 1923 | loss: 0.0311403 | val_loss: 0.0311564 | Time: 3119.3 ms
[2021-03-13 19:41:08 main:574] : INFO : Epoch 1924 | loss: 0.0311386 | val_loss: 0.031155 | Time: 3130.25 ms
[2021-03-13 19:41:12 main:574] : INFO : Epoch 1925 | loss: 0.0311382 | val_loss: 0.0311544 | Time: 3114.43 ms
[2021-03-13 19:41:15 main:574] : INFO : Epoch 1926 | loss: 0.0311396 | val_loss: 0.0311525 | Time: 3074.67 ms
[2021-03-13 19:41:18 main:574] : INFO : Epoch 1927 | loss: 0.0311378 | val_loss: 0.0311504 | Time: 3115.44 ms
[2021-03-13 19:41:21 main:574] : INFO : Epoch 1928 | loss: 0.0311371 | val_loss: 0.0311496 | Time: 3091.54 ms
[2021-03-13 19:41:24 main:574] : INFO : Epoch 1929 | loss: 0.0311368 | val_loss: 0.0311536 | Time: 3100.01 ms
[2021-03-13 19:41:27 main:574] : INFO : Epoch 1930 | loss: 0.0311361 | val_loss: 0.0311496 | Time: 3109.27 ms
[2021-03-13 19:41:30 main:574] : INFO : Epoch 1931 | loss: 0.0311349 | val_loss: 0.0311524 | Time: 3138.84 ms
[2021-03-13 19:41:34 main:574] : INFO : Epoch 1932 | loss: 0.0311335 | val_loss: 0.0311536 | Time: 3110.13 ms
[2021-03-13 19:41:37 main:574] : INFO : Epoch 1933 | loss: 0.0311412 | val_loss: 0.0311588 | Time: 3121.7 ms
[2021-03-13 19:41:40 main:574] : INFO : Epoch 1934 | loss: 0.031146 | val_loss: 0.0311568 | Time: 3096.58 ms
[2021-03-13 19:41:43 main:574] : INFO : Epoch 1935 | loss: 0.0311446 | val_loss: 0.0311588 | Time: 3093.71 ms
[2021-03-13 19:41:46 main:574] : INFO : Epoch 1936 | loss: 0.0311441 | val_loss: 0.0311558 | Time: 3080 ms
[2021-03-13 19:41:49 main:574] : INFO : Epoch 1937 | loss: 0.0311416 | val_loss: 0.0311569 | Time: 3115.59 ms
[2021-03-13 19:41:52 main:574] : INFO : Epoch 1938 | loss: 0.0311404 | val_loss: 0.0311568 | Time: 3107.87 ms
[2021-03-13 19:41:56 main:574] : INFO : Epoch 1939 | loss: 0.0311393 | val_loss: 0.0311578 | Time: 3122.15 ms
[2021-03-13 19:41:59 main:574] : INFO : Epoch 1940 | loss: 0.0311389 | val_loss: 0.0311553 | Time: 3117.35 ms
[2021-03-13 19:42:02 main:574] : INFO : Epoch 1941 | loss: 0.0311377 | val_loss: 0.031155 | Time: 3099.85 ms
[2021-03-13 19:42:05 main:574] : INFO : Epoch 1942 | loss: 0.0311362 | val_loss: 0.0311538 | Time: 3110.56 ms
[2021-03-13 19:42:08 main:574] : INFO : Epoch 1943 | loss: 0.0311362 | val_loss: 0.0311544 | Time: 3115.68 ms
[2021-03-13 19:42:11 main:574] : INFO : Epoch 1944 | loss: 0.0311362 | val_loss: 0.031154 | Time: 3093.13 ms
[2021-03-13 19:42:14 main:574] : INFO : Epoch 1945 | loss: 0.031135 | val_loss: 0.0311533 | Time: 3121.61 ms
[2021-03-13 19:42:18 main:574] : INFO : Epoch 1946 | loss: 0.0311384 | val_loss: 0.031155 | Time: 3098.69 ms
[2021-03-13 19:42:21 main:574] : INFO : Epoch 1947 | loss: 0.0311448 | val_loss: 0.0311535 | Time: 3071.22 ms
[2021-03-13 19:42:24 main:574] : INFO : Epoch 1948 | loss: 0.0311445 | val_loss: 0.0311541 | Time: 3104.24 ms
[2021-03-13 19:42:27 main:574] : INFO : Epoch 1949 | loss: 0.0312235 | val_loss: 0.0315284 | Time: 3087.92 ms
[2021-03-13 19:42:30 main:574] : INFO : Epoch 1950 | loss: 0.0362804 | val_loss: 0.0317264 | Time: 3081.98 ms
[2021-03-13 19:42:33 main:574] : INFO : Epoch 1951 | loss: 0.0316172 | val_loss: 0.031289 | Time: 3109.44 ms
[2021-03-13 19:42:36 main:574] : INFO : Epoch 1952 | loss: 0.0312544 | val_loss: 0.031212 | Time: 3097.44 ms
[2021-03-13 19:42:39 main:574] : INFO : Epoch 1953 | loss: 0.0311883 | val_loss: 0.0311767 | Time: 3089.72 ms
[2021-03-13 19:42:43 main:574] : INFO : Epoch 1954 | loss: 0.031175 | val_loss: 0.0311745 | Time: 3125.87 ms
[2021-03-13 19:42:46 main:574] : INFO : Epoch 1955 | loss: 0.0311642 | val_loss: 0.0311621 | Time: 3085.12 ms
[2021-03-13 19:42:49 main:574] : INFO : Epoch 1956 | loss: 0.0311513 | val_loss: 0.0311568 | Time: 3090.28 ms
[2021-03-13 19:42:52 main:574] : INFO : Epoch 1957 | loss: 0.0311503 | val_loss: 0.0311634 | Time: 3116.02 ms
[2021-03-13 19:42:55 main:574] : INFO : Epoch 1958 | loss: 0.0311488 | val_loss: 0.031153 | Time: 3115.56 ms
[2021-03-13 19:42:58 main:574] : INFO : Epoch 1959 | loss: 0.0311444 | val_loss: 0.0311539 | Time: 3115.54 ms
[2021-03-13 19:43:01 main:574] : INFO : Epoch 1960 | loss: 0.0311445 | val_loss: 0.0311544 | Time: 3109.48 ms
[2021-03-13 19:43:05 main:574] : INFO : Epoch 1961 | loss: 0.0311445 | val_loss: 0.0311522 | Time: 3098.29 ms
[2021-03-13 19:43:08 main:574] : INFO : Epoch 1962 | loss: 0.0311434 | val_loss: 0.0311511 | Time: 3102.33 ms
[2021-03-13 19:43:11 main:574] : INFO : Epoch 1963 | loss: 0.0311423 | val_loss: 0.0311551 | Time: 3075.72 ms
[2021-03-13 19:43:14 main:574] : INFO : Epoch 1964 | loss: 0.031141 | val_loss: 0.0311502 | Time: 3055.01 ms
[2021-03-13 19:43:17 main:574] : INFO : Epoch 1965 | loss: 0.0311391 | val_loss: 0.0311516 | Time: 3105.35 ms
[2021-03-13 19:43:20 main:574] : INFO : Epoch 1966 | loss: 0.0311383 | val_loss: 0.031147 | Time: 3082.76 ms
[2021-03-13 19:43:23 main:574] : INFO : Epoch 1967 | loss: 0.0311402 | val_loss: 0.031151 | Time: 3100.26 ms
[2021-03-13 19:43:26 main:574] : INFO : Epoch 1968 | loss: 0.0311459 | val_loss: 0.0311501 | Time: 3088.09 ms
[2021-03-13 19:43:30 main:574] : INFO : Epoch 1969 | loss: 0.0311425 | val_loss: 0.0311505 | Time: 3109.23 ms
[2021-03-13 19:43:33 main:574] : INFO : Epoch 1970 | loss: 0.0311416 | val_loss: 0.0311517 | Time: 3099.61 ms
[2021-03-13 19:43:36 main:574] : INFO : Epoch 1971 | loss: 0.031141 | val_loss: 0.0311508 | Time: 3103.21 ms
[2021-03-13 19:43:39 main:574] : INFO : Epoch 1972 | loss: 0.031139 | val_loss: 0.031151 | Time: 3103.22 ms
[2021-03-13 19:43:42 main:574] : INFO : Epoch 1973 | loss: 0.0311388 | val_loss: 0.031152 | Time: 3132.56 ms
[2021-03-13 19:43:45 main:574] : INFO : Epoch 1974 | loss: 0.0311382 | val_loss: 0.0311498 | Time: 3124.21 ms
[2021-03-13 19:43:48 main:574] : INFO : Epoch 1975 | loss: 0.0311388 | val_loss: 0.0311542 | Time: 3109.11 ms
[2021-03-13 19:43:52 main:574] : INFO : Epoch 1976 | loss: 0.0311377 | val_loss: 0.0311531 | Time: 3084.83 ms
[2021-03-13 19:43:55 main:574] : INFO : Epoch 1977 | loss: 0.0311391 | val_loss: 0.0311528 | Time: 3086.18 ms
[2021-03-13 19:43:58 main:574] : INFO : Epoch 1978 | loss: 0.0311357 | val_loss: 0.0311503 | Time: 3071.56 ms
[2021-03-13 19:44:01 main:574] : INFO : Epoch 1979 | loss: 0.0311362 | val_loss: 0.0311534 | Time: 3080.3 ms
[2021-03-13 19:44:04 main:574] : INFO : Epoch 1980 | loss: 0.0311387 | val_loss: 0.0311492 | Time: 3110.19 ms
[2021-03-13 19:44:07 main:574] : INFO : Epoch 1981 | loss: 0.0311378 | val_loss: 0.0311495 | Time: 3109.59 ms
[2021-03-13 19:44:10 main:574] : INFO : Epoch 1982 | loss: 0.031135 | val_loss: 0.0311461 | Time: 3120.18 ms
[2021-03-13 19:44:13 main:574] : INFO : Epoch 1983 | loss: 0.0311362 | val_loss: 0.0311509 | Time: 3098.66 ms
[2021-03-13 19:44:16 main:574] : INFO : Epoch 1984 | loss: 0.0311349 | val_loss: 0.0311528 | Time: 3090.29 ms
[2021-03-13 19:44:20 main:574] : INFO : Epoch 1985 | loss: 0.0311335 | val_loss: 0.0311535 | Time: 3112.49 ms
[2021-03-13 19:44:23 main:574] : INFO : Epoch 1986 | loss: 0.031135 | val_loss: 0.0311497 | Time: 3104.01 ms
[2021-03-13 19:44:26 main:574] : INFO : Epoch 1987 | loss: 0.0311336 | val_loss: 0.0311485 | Time: 3089.39 ms
[2021-03-13 19:44:29 main:574] : INFO : Epoch 1988 | loss: 0.0311335 | val_loss: 0.0311578 | Time: 3113.94 ms
[2021-03-13 19:44:32 main:574] : INFO : Epoch 1989 | loss: 0.0311343 | val_loss: 0.03115 | Time: 3105.3 ms
[2021-03-13 19:44:35 main:574] : INFO : Epoch 1990 | loss: 0.031132 | val_loss: 0.0311486 | Time: 3105.56 ms
[2021-03-13 19:44:38 main:574] : INFO : Epoch 1991 | loss: 0.0311326 | val_loss: 0.0311488 | Time: 3087.18 ms
[2021-03-13 19:44:42 main:574] : INFO : Epoch 1992 | loss: 0.0311321 | val_loss: 0.0311496 | Time: 3102.15 ms
[2021-03-13 19:44:45 main:574] : INFO : Epoch 1993 | loss: 0.0311316 | val_loss: 0.0311502 | Time: 3128.09 ms
[2021-03-13 19:44:48 main:574] : INFO : Epoch 1994 | loss: 0.0311302 | val_loss: 0.0311498 | Time: 3088.72 ms
[2021-03-13 19:44:51 main:574] : INFO : Epoch 1995 | loss: 0.0311298 | val_loss: 0.0311487 | Time: 3123.71 ms
[2021-03-13 19:44:54 main:574] : INFO : Epoch 1996 | loss: 0.0311289 | val_loss: 0.0311507 | Time: 3098.61 ms
[2021-03-13 19:44:57 main:574] : INFO : Epoch 1997 | loss: 0.0311306 | val_loss: 0.031151 | Time: 3110.08 ms
[2021-03-13 19:45:00 main:574] : INFO : Epoch 1998 | loss: 0.0311296 | val_loss: 0.0311505 | Time: 3114.78 ms
[2021-03-13 19:45:04 main:574] : INFO : Epoch 1999 | loss: 0.0311312 | val_loss: 0.0311503 | Time: 3090.02 ms
[2021-03-13 19:45:07 main:574] : INFO : Epoch 2000 | loss: 0.0311295 | val_loss: 0.031149 | Time: 3116.6 ms
[2021-03-13 19:45:10 main:574] : INFO : Epoch 2001 | loss: 0.0311287 | val_loss: 0.0311489 | Time: 3093.04 ms
[2021-03-13 19:45:13 main:574] : INFO : Epoch 2002 | loss: 0.0311295 | val_loss: 0.0311528 | Time: 3114.47 ms
[2021-03-13 19:45:16 main:574] : INFO : Epoch 2003 | loss: 0.0311307 | val_loss: 0.0311491 | Time: 3107.87 ms
[2021-03-13 19:45:19 main:574] : INFO : Epoch 2004 | loss: 0.0311307 | val_loss: 0.0311516 | Time: 3114.4 ms
[2021-03-13 19:45:22 main:574] : INFO : Epoch 2005 | loss: 0.031129 | val_loss: 0.0311477 | Time: 3105.45 ms
[2021-03-13 19:45:26 main:574] : INFO : Epoch 2006 | loss: 0.031129 | val_loss: 0.0311538 | Time: 3123 ms
[2021-03-13 19:45:29 main:574] : INFO : Epoch 2007 | loss: 0.0311321 | val_loss: 0.0311488 | Time: 3090.83 ms
[2021-03-13 19:45:32 main:574] : INFO : Epoch 2008 | loss: 0.0311364 | val_loss: 0.0311476 | Time: 3125.45 ms
[2021-03-13 19:45:35 main:574] : INFO : Epoch 2009 | loss: 0.0311335 | val_loss: 0.0311477 | Time: 3116.36 ms
[2021-03-13 19:45:38 main:574] : INFO : Epoch 2010 | loss: 0.0311314 | val_loss: 0.0311494 | Time: 3140.35 ms
[2021-03-13 19:45:41 main:574] : INFO : Epoch 2011 | loss: 0.0311321 | val_loss: 0.0311487 | Time: 3091.96 ms
[2021-03-13 19:45:45 main:574] : INFO : Epoch 2012 | loss: 0.0311293 | val_loss: 0.0311467 | Time: 3104.42 ms
[2021-03-13 19:45:48 main:574] : INFO : Epoch 2013 | loss: 0.0311329 | val_loss: 0.0311518 | Time: 3103.53 ms
[2021-03-13 19:45:51 main:574] : INFO : Epoch 2014 | loss: 0.0311319 | val_loss: 0.031148 | Time: 3122.61 ms
[2021-03-13 19:45:54 main:574] : INFO : Epoch 2015 | loss: 0.0311335 | val_loss: 0.0311475 | Time: 3113.74 ms
[2021-03-13 19:45:57 main:574] : INFO : Epoch 2016 | loss: 0.0311309 | val_loss: 0.0311474 | Time: 3107.29 ms
[2021-03-13 19:46:00 main:574] : INFO : Epoch 2017 | loss: 0.0311288 | val_loss: 0.0311488 | Time: 3113.83 ms
[2021-03-13 19:46:03 main:574] : INFO : Epoch 2018 | loss: 0.0311282 | val_loss: 0.031148 | Time: 3082.21 ms
[2021-03-13 19:46:06 main:574] : INFO : Epoch 2019 | loss: 0.0311292 | val_loss: 0.0311473 | Time: 3114.67 ms
[2021-03-13 19:46:10 main:574] : INFO : Epoch 2020 | loss: 0.0311304 | val_loss: 0.0311453 | Time: 3078.38 ms
[2021-03-13 19:46:13 main:574] : INFO : Epoch 2021 | loss: 0.0311299 | val_loss: 0.0311457 | Time: 3070.21 ms
[2021-03-13 19:46:16 main:574] : INFO : Epoch 2022 | loss: 0.0311282 | val_loss: 0.0311487 | Time: 3108.07 ms
[2021-03-13 19:46:19 main:574] : INFO : Epoch 2023 | loss: 0.0311291 | val_loss: 0.0311457 | Time: 3112.91 ms
[2021-03-13 19:46:22 main:574] : INFO : Epoch 2024 | loss: 0.0311291 | val_loss: 0.0311469 | Time: 3093.01 ms
[2021-03-13 19:46:25 main:574] : INFO : Epoch 2025 | loss: 0.0311292 | val_loss: 0.0311472 | Time: 3129.5 ms
[2021-03-13 19:46:28 main:574] : INFO : Epoch 2026 | loss: 0.0311269 | val_loss: 0.0311487 | Time: 3107.48 ms
[2021-03-13 19:46:31 main:574] : INFO : Epoch 2027 | loss: 0.0311348 | val_loss: 0.0311498 | Time: 3109.23 ms
[2021-03-13 19:46:35 main:574] : INFO : Epoch 2028 | loss: 0.0311386 | val_loss: 0.0311476 | Time: 3105.68 ms
[2021-03-13 19:46:38 main:574] : INFO : Epoch 2029 | loss: 0.031138 | val_loss: 0.0311473 | Time: 3115.17 ms
[2021-03-13 19:46:41 main:574] : INFO : Epoch 2030 | loss: 0.0311353 | val_loss: 0.0311466 | Time: 3139.57 ms
[2021-03-13 19:46:44 main:574] : INFO : Epoch 2031 | loss: 0.0311344 | val_loss: 0.0311456 | Time: 3124.76 ms
[2021-03-13 19:46:47 main:574] : INFO : Epoch 2032 | loss: 0.0311328 | val_loss: 0.0311463 | Time: 3093.19 ms
[2021-03-13 19:46:50 main:574] : INFO : Epoch 2033 | loss: 0.0311311 | val_loss: 0.0311474 | Time: 3117.89 ms
[2021-03-13 19:46:54 main:574] : INFO : Epoch 2034 | loss: 0.0311316 | val_loss: 0.0311456 | Time: 3101.34 ms
[2021-03-13 19:46:57 main:574] : INFO : Epoch 2035 | loss: 0.0311306 | val_loss: 0.0311475 | Time: 3124.34 ms
[2021-03-13 19:47:00 main:574] : INFO : Epoch 2036 | loss: 0.0311301 | val_loss: 0.0311455 | Time: 3120.47 ms
[2021-03-13 19:47:03 main:574] : INFO : Epoch 2037 | loss: 0.0311301 | val_loss: 0.0311452 | Time: 3098.85 ms
[2021-03-13 19:47:06 main:574] : INFO : Epoch 2038 | loss: 0.0311296 | val_loss: 0.0311447 | Time: 3083.47 ms
[2021-03-13 19:47:09 main:574] : INFO : Epoch 2039 | loss: 0.0311302 | val_loss: 0.0311482 | Time: 3122.12 ms
[2021-03-13 19:47:12 main:574] : INFO : Epoch 2040 | loss: 0.0311296 | val_loss: 0.0311468 | Time: 3112.02 ms
[2021-03-13 19:47:16 main:574] : INFO : Epoch 2041 | loss: 0.0311306 | val_loss: 0.0311482 | Time: 3089.15 ms
[2021-03-13 19:47:19 main:574] : INFO : Epoch 2042 | loss: 0.0311303 | val_loss: 0.0311462 | Time: 3098.69 ms
[2021-03-13 19:47:22 main:574] : INFO : Epoch 2043 | loss: 0.0311286 | val_loss: 0.0311492 | Time: 3107.34 ms
[2021-03-13 19:47:25 main:574] : INFO : Epoch 2044 | loss: 0.0311296 | val_loss: 0.0311476 | Time: 3090.48 ms
[2021-03-13 19:47:28 main:574] : INFO : Epoch 2045 | loss: 0.0311306 | val_loss: 0.0311473 | Time: 3112.94 ms
[2021-03-13 19:47:31 main:574] : INFO : Epoch 2046 | loss: 0.0311286 | val_loss: 0.0311488 | Time: 3072.69 ms
[2021-03-13 19:47:34 main:574] : INFO : Epoch 2047 | loss: 0.0311288 | val_loss: 0.0311464 | Time: 3103.76 ms
[2021-03-13 19:47:38 main:574] : INFO : Epoch 2048 | loss: 0.0311294 | val_loss: 0.0311473 | Time: 3126.9 ms
[2021-03-13 19:47:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311473
[2021-03-13 19:47:38 main:603] : INFO : Saving end state to config to file
[2021-03-13 19:47:38 main:608] : INFO : Success, exiting..
19:47:38 (5720): 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)