Task 12581333
| Name | ParityModified-1639962445-29841-3-0_1 |
| Workunit | 8761392 |
| Created | 5 Mar 2022, 19:40:15 UTC |
| Sent | 5 Mar 2022, 21:07:54 UTC |
| Report deadline | 13 Mar 2022, 21:07:54 UTC |
| Received | 6 Mar 2022, 1:34:14 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 53 min 44 sec |
| CPU time | 1 hours 51 min 15 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 11,247.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 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: 0.0311332 | val_loss: 0.0311467 | Time: 3286.4 ms
[2022-03-06 02:06:08 main:574] : INFO : Epoch 1543 | loss: 0.0311366 | val_loss: 0.031147 | Time: 3373.35 ms
[2022-03-06 02:06:11 main:574] : INFO : Epoch 1544 | loss: 0.0311344 | val_loss: 0.0311492 | Time: 3333.85 ms
[2022-03-06 02:06:14 main:574] : INFO : Epoch 1545 | loss: 0.031137 | val_loss: 0.0311476 | Time: 3382.79 ms
[2022-03-06 02:06:18 main:574] : INFO : Epoch 1546 | loss: 0.0311331 | val_loss: 0.0311446 | Time: 3274.28 ms
[2022-03-06 02:06:21 main:574] : INFO : Epoch 1547 | loss: 0.0311307 | val_loss: 0.0311485 | Time: 3382.33 ms
[2022-03-06 02:06:24 main:574] : INFO : Epoch 1548 | loss: 0.0311306 | val_loss: 0.0311462 | Time: 3360.16 ms
[2022-03-06 02:06:28 main:574] : INFO : Epoch 1549 | loss: 0.0311319 | val_loss: 0.031145 | Time: 3365.16 ms
[2022-03-06 02:06:31 main:574] : INFO : Epoch 1550 | loss: 0.0311314 | val_loss: 0.0311511 | Time: 3266.69 ms
[2022-03-06 02:06:35 main:574] : INFO : Epoch 1551 | loss: 0.0311312 | val_loss: 0.0311455 | Time: 3384.15 ms
[2022-03-06 02:06:38 main:574] : INFO : Epoch 1552 | loss: 0.0311317 | val_loss: 0.0311517 | Time: 3345.36 ms
[2022-03-06 02:06:41 main:574] : INFO : Epoch 1553 | loss: 0.031135 | val_loss: 0.0311453 | Time: 3296.7 ms
[2022-03-06 02:06:44 main:574] : INFO : Epoch 1554 | loss: 0.0311315 | val_loss: 0.0311469 | Time: 3343.7 ms
[2022-03-06 02:06:48 main:574] : INFO : Epoch 1555 | loss: 0.0311322 | val_loss: 0.031146 | Time: 3446.04 ms
[2022-03-06 02:06:51 main:574] : INFO : Epoch 1556 | loss: 0.0311323 | val_loss: 0.0311478 | Time: 3345.22 ms
[2022-03-06 02:06:55 main:574] : INFO : Epoch 1557 | loss: 0.031138 | val_loss: 0.0311517 | Time: 3277.4 ms
[2022-03-06 02:06:58 main:574] : INFO : Epoch 1558 | loss: 0.0311344 | val_loss: 0.0311447 | Time: 3296.3 ms
[2022-03-06 02:07:01 main:574] : INFO : Epoch 1559 | loss: 0.03113 | val_loss: 0.0311441 | Time: 3344.65 ms
[2022-03-06 02:07:05 main:574] : INFO : Epoch 1560 | loss: 0.0311326 | val_loss: 0.0311474 | Time: 3275.59 ms
[2022-03-06 02:07:08 main:574] : INFO : Epoch 1561 | loss: 0.031134 | val_loss: 0.0311447 | Time: 3347.95 ms
[2022-03-06 02:07:11 main:574] : INFO : Epoch 1562 | loss: 0.03113 | val_loss: 0.0311456 | Time: 3327.35 ms
[2022-03-06 02:07:15 main:574] : INFO : Epoch 1563 | loss: 0.0311296 | val_loss: 0.0311446 | Time: 3326.91 ms
[2022-03-06 02:07:18 main:574] : INFO : Epoch 1564 | loss: 0.0311312 | val_loss: 0.0311477 | Time: 3321.79 ms
[2022-03-06 02:07:21 main:574] : INFO : Epoch 1565 | loss: 0.0311299 | val_loss: 0.0311468 | Time: 3295.95 ms
[2022-03-06 02:07:24 main:574] : INFO : Epoch 1566 | loss: 0.0311304 | val_loss: 0.0311465 | Time: 3314.29 ms
[2022-03-06 02:07:28 main:574] : INFO : Epoch 1567 | loss: 0.0311296 | val_loss: 0.0311468 | Time: 3314.03 ms
[2022-03-06 02:07:31 main:574] : INFO : Epoch 1568 | loss: 0.0311328 | val_loss: 0.0311558 | Time: 3230.31 ms
[2022-03-06 02:07:34 main:574] : INFO : Epoch 1569 | loss: 0.0311411 | val_loss: 0.0311569 | Time: 3254.73 ms
[2022-03-06 02:07:38 main:574] : INFO : Epoch 1570 | loss: 0.0311458 | val_loss: 0.0311482 | Time: 3341.89 ms
[2022-03-06 02:07:41 main:574] : INFO : Epoch 1571 | loss: 0.0311384 | val_loss: 0.0311473 | Time: 3279.77 ms
[2022-03-06 02:07:44 main:574] : INFO : Epoch 1572 | loss: 0.0311331 | val_loss: 0.0311532 | Time: 3326.14 ms
[2022-03-06 02:07:48 main:574] : INFO : Epoch 1573 | loss: 0.0311312 | val_loss: 0.0311494 | Time: 3297.71 ms
[2022-03-06 02:07:51 main:574] : INFO : Epoch 1574 | loss: 0.0311295 | val_loss: 0.0311532 | Time: 3363.36 ms
[2022-03-06 02:07:54 main:574] : INFO : Epoch 1575 | loss: 0.031134 | val_loss: 0.0311506 | Time: 3308.01 ms
[2022-03-06 02:07:58 main:574] : INFO : Epoch 1576 | loss: 0.0311338 | val_loss: 0.0311499 | Time: 3313.31 ms
[2022-03-06 02:08:01 main:574] : INFO : Epoch 1577 | loss: 0.0311326 | val_loss: 0.0311486 | Time: 3318.6 ms
[2022-03-06 02:08:04 main:574] : INFO : Epoch 1578 | loss: 0.0311328 | val_loss: 0.0311501 | Time: 3332.72 ms
[2022-03-06 02:08:08 main:574] : INFO : Epoch 1579 | loss: 0.03113 | val_loss: 0.0311495 | Time: 3334.11 ms
[2022-03-06 02:08:11 main:574] : INFO : Epoch 1580 | loss: 0.0311298 | val_loss: 0.0311509 | Time: 3321.79 ms
[2022-03-06 02:08:14 main:574] : INFO : Epoch 1581 | loss: 0.0311306 | val_loss: 0.0311497 | Time: 3266.39 ms
[2022-03-06 02:08:17 main:574] : INFO : Epoch 1582 | loss: 0.0311359 | val_loss: 0.0311542 | Time: 3328.08 ms
[2022-03-06 02:08:21 main:574] : INFO : Epoch 1583 | loss: 0.0311364 | val_loss: 0.0311532 | Time: 3465.03 ms
[2022-03-06 02:08:24 main:574] : INFO : Epoch 1584 | loss: 0.03113 | val_loss: 0.0311486 | Time: 3329.62 ms
[2022-03-06 02:08:28 main:574] : INFO : Epoch 1585 | loss: 0.0311295 | val_loss: 0.0311495 | Time: 3322.44 ms
[2022-03-06 02:08:31 main:574] : INFO : Epoch 1586 | loss: 0.0311303 | val_loss: 0.0311459 | Time: 3303.71 ms
[2022-03-06 02:08:34 main:574] : INFO : Epoch 1587 | loss: 0.0311279 | val_loss: 0.0311484 | Time: 3338.9 ms
[2022-03-06 02:08:38 main:574] : INFO : Epoch 1588 | loss: 0.0311282 | val_loss: 0.0311497 | Time: 3296.87 ms
[2022-03-06 02:08:41 main:574] : INFO : Epoch 1589 | loss: 0.0311341 | val_loss: 0.0311462 | Time: 3323.99 ms
[2022-03-06 02:08:44 main:574] : INFO : Epoch 1590 | loss: 0.0311297 | val_loss: 0.0311499 | Time: 3321.08 ms
[2022-03-06 02:08:48 main:574] : INFO : Epoch 1591 | loss: 0.0311313 | val_loss: 0.0311574 | Time: 3336.46 ms
[2022-03-06 02:08:51 main:574] : INFO : Epoch 1592 | loss: 0.0311309 | val_loss: 0.0311481 | Time: 3366 ms
[2022-03-06 02:08:54 main:574] : INFO : Epoch 1593 | loss: 0.0311315 | val_loss: 0.0311529 | Time: 3344.41 ms
[2022-03-06 02:08:58 main:574] : INFO : Epoch 1594 | loss: 0.0311298 | val_loss: 0.0311469 | Time: 3343.01 ms
[2022-03-06 02:09:01 main:574] : INFO : Epoch 1595 | loss: 0.0311304 | val_loss: 0.0311504 | Time: 3289.29 ms
[2022-03-06 02:09:04 main:574] : INFO : Epoch 1596 | loss: 0.0311324 | val_loss: 0.0311453 | Time: 3345.59 ms
[2022-03-06 02:09:07 main:574] : INFO : Epoch 1597 | loss: 0.0311296 | val_loss: 0.0311473 | Time: 3225.57 ms
[2022-03-06 02:09:11 main:574] : INFO : Epoch 1598 | loss: 0.0311331 | val_loss: 0.0311518 | Time: 3260.59 ms
[2022-03-06 02:09:14 main:574] : INFO : Epoch 1599 | loss: 0.0311325 | val_loss: 0.0311502 | Time: 3266.15 ms
[2022-03-06 02:09:17 main:574] : INFO : Epoch 1600 | loss: 0.0311277 | val_loss: 0.0311494 | Time: 3366.81 ms
[2022-03-06 02:09:21 main:574] : INFO : Epoch 1601 | loss: 0.0311283 | val_loss: 0.031149 | Time: 3352.28 ms
[2022-03-06 02:09:24 main:574] : INFO : Epoch 1602 | loss: 0.0311287 | val_loss: 0.0311477 | Time: 3304.32 ms
[2022-03-06 02:09:27 main:574] : INFO : Epoch 1603 | loss: 0.0311307 | val_loss: 0.0311493 | Time: 3331.52 ms
[2022-03-06 02:09:31 main:574] : INFO : Epoch 1604 | loss: 0.0311303 | val_loss: 0.0311471 | Time: 3322.35 ms
[2022-03-06 02:09:34 main:574] : INFO : Epoch 1605 | loss: 0.0311293 | val_loss: 0.0311514 | Time: 3326.59 ms
[2022-03-06 02:09:37 main:574] : INFO : Epoch 1606 | loss: 0.0311273 | val_loss: 0.0311542 | Time: 3350.67 ms
[2022-03-06 02:09:41 main:574] : INFO : Epoch 1607 | loss: 0.0311364 | val_loss: 0.0311496 | Time: 3310.19 ms
[2022-03-06 02:09:44 main:574] : INFO : Epoch 1608 | loss: 0.0311316 | val_loss: 0.0311512 | Time: 3268.37 ms
[2022-03-06 02:09:47 main:574] : INFO : Epoch 1609 | loss: 0.0311325 | val_loss: 0.0311536 | Time: 3350.51 ms
[2022-03-06 02:09:51 main:574] : INFO : Epoch 1610 | loss: 0.0311336 | val_loss: 0.0311544 | Time: 3327.04 ms
[2022-03-06 02:09:54 main:574] : INFO : Epoch 1611 | loss: 0.031131 | val_loss: 0.0311509 | Time: 3343.71 ms
[2022-03-06 02:09:57 main:574] : INFO : Epoch 1612 | loss: 0.0311298 | val_loss: 0.0311491 | Time: 3322.98 ms
[2022-03-06 02:10:01 main:574] : INFO : Epoch 1613 | loss: 0.0311292 | val_loss: 0.031147 | Time: 3296.4 ms
[2022-03-06 02:10:04 main:574] : INFO : Epoch 1614 | loss: 0.0311283 | val_loss: 0.0311482 | Time: 3325.35 ms
[2022-03-06 02:10:07 main:574] : INFO : Epoch 1615 | loss: 0.0311276 | val_loss: 0.0311494 | Time: 3346.05 ms
[2022-03-06 02:10:11 main:574] : INFO : Epoch 1616 | loss: 0.0311259 | val_loss: 0.0311488 | Time: 3277.72 ms
[2022-03-06 02:10:14 main:574] : INFO : Epoch 1617 | loss: 0.0311253 | val_loss: 0.0311473 | Time: 3303.86 ms
[2022-03-06 02:10:17 main:574] : INFO : Epoch 1618 | loss: 0.031127 | val_loss: 0.0311438 | Time: 3324.69 ms
[2022-03-06 02:10:21 main:574] : INFO : Epoch 1619 | loss: 0.0311276 | val_loss: 0.0311478 | Time: 3312.69 ms
[2022-03-06 02:10:24 main:574] : INFO : Epoch 1620 | loss: 0.0311277 | val_loss: 0.031147 | Time: 3340.95 ms
[2022-03-06 02:10:27 main:574] : INFO : Epoch 1621 | loss: 0.0311264 | val_loss: 0.0311461 | Time: 3240.35 ms
[2022-03-06 02:10:30 main:574] : INFO : Epoch 1622 | loss: 0.0311293 | val_loss: 0.031151 | Time: 3335.75 ms
[2022-03-06 02:10:34 main:574] : INFO : Epoch 1623 | loss: 0.0311267 | val_loss: 0.0311512 | Time: 3329.98 ms
[2022-03-06 02:10:37 main:574] : INFO : Epoch 1624 | loss: 0.0311277 | val_loss: 0.0311492 | Time: 3271.69 ms
[2022-03-06 02:10:40 main:574] : INFO : Epoch 1625 | loss: 0.0311263 | val_loss: 0.0311502 | Time: 3298.15 ms
[2022-03-06 02:10:44 main:574] : INFO : Epoch 1626 | loss: 0.0311262 | val_loss: 0.0311493 | Time: 3396.94 ms
[2022-03-06 02:10:47 main:574] : INFO : Epoch 1627 | loss: 0.0311266 | val_loss: 0.0311489 | Time: 3275.51 ms
[2022-03-06 02:10:50 main:574] : INFO : Epoch 1628 | loss: 0.0311266 | val_loss: 0.031148 | Time: 3286.94 ms
[2022-03-06 02:10:54 main:574] : INFO : Epoch 1629 | loss: 0.0311257 | val_loss: 0.0311494 | Time: 3296.2 ms
[2022-03-06 02:10:57 main:574] : INFO : Epoch 1630 | loss: 0.031126 | val_loss: 0.0311514 | Time: 3291.06 ms
[2022-03-06 02:11:00 main:574] : INFO : Epoch 1631 | loss: 0.0311277 | val_loss: 0.0311507 | Time: 3311.14 ms
[2022-03-06 02:11:04 main:574] : INFO : Epoch 1632 | loss: 0.0311279 | val_loss: 0.0311518 | Time: 3285.06 ms
[2022-03-06 02:11:07 main:574] : INFO : Epoch 1633 | loss: 0.0311287 | val_loss: 0.0311508 | Time: 3313.74 ms
[2022-03-06 02:11:10 main:574] : INFO : Epoch 1634 | loss: 0.0311288 | val_loss: 0.0311498 | Time: 3344.36 ms
[2022-03-06 02:11:14 main:574] : INFO : Epoch 1635 | loss: 0.0311329 | val_loss: 0.0311501 | Time: 3311.05 ms
[2022-03-06 02:11:17 main:574] : INFO : Epoch 1636 | loss: 0.0311293 | val_loss: 0.0311626 | Time: 3301.26 ms
[2022-03-06 02:11:21 main:574] : INFO : Epoch 1637 | loss: 0.0311285 | val_loss: 0.0311489 | Time: 3684.91 ms
[2022-03-06 02:11:24 main:574] : INFO : Epoch 1638 | loss: 0.0311257 | val_loss: 0.0311527 | Time: 3341.67 ms
[2022-03-06 02:11:27 main:574] : INFO : Epoch 1639 | loss: 0.0311276 | val_loss: 0.0311499 | Time: 3302.81 ms
[2022-03-06 02:11:30 main:574] : INFO : Epoch 1640 | loss: 0.0311276 | val_loss: 0.031153 | Time: 3317.08 ms
[2022-03-06 02:11:34 main:574] : INFO : Epoch 1641 | loss: 0.0311277 | val_loss: 0.0311561 | Time: 3285.55 ms
[2022-03-06 02:11:37 main:574] : INFO : Epoch 1642 | loss: 0.0311269 | val_loss: 0.031154 | Time: 3331.87 ms
[2022-03-06 02:11:40 main:574] : INFO : Epoch 1643 | loss: 0.0311283 | val_loss: 0.0311545 | Time: 3316.76 ms
[2022-03-06 02:11:44 main:574] : INFO : Epoch 1644 | loss: 0.0311304 | val_loss: 0.0311495 | Time: 3325.51 ms
[2022-03-06 02:11:47 main:574] : INFO : Epoch 1645 | loss: 0.0311335 | val_loss: 0.0311479 | Time: 3281.94 ms
[2022-03-06 02:11:50 main:574] : INFO : Epoch 1646 | loss: 0.0311316 | val_loss: 0.0311581 | Time: 3325.93 ms
[2022-03-06 02:11:54 main:574] : INFO : Epoch 1647 | loss: 0.0311451 | val_loss: 0.0311628 | Time: 3328.65 ms
[2022-03-06 02:11:57 main:574] : INFO : Epoch 1648 | loss: 0.0311374 | val_loss: 0.0311556 | Time: 3348.61 ms
[2022-03-06 02:12:01 main:574] : INFO : Epoch 1649 | loss: 0.0311327 | val_loss: 0.03116 | Time: 3339.11 ms
[2022-03-06 02:12:04 main:574] : INFO : Epoch 1650 | loss: 0.0311284 | val_loss: 0.031148 | Time: 3280.01 ms
[2022-03-06 02:12:07 main:574] : INFO : Epoch 1651 | loss: 0.0311329 | val_loss: 0.0311525 | Time: 3390.74 ms
[2022-03-06 02:12:11 main:574] : INFO : Epoch 1652 | loss: 0.0311259 | val_loss: 0.0311537 | Time: 3332.9 ms
[2022-03-06 02:12:14 main:574] : INFO : Epoch 1653 | loss: 0.0311259 | val_loss: 0.031164 | Time: 3332.46 ms
[2022-03-06 02:12:17 main:574] : INFO : Epoch 1654 | loss: 0.0311246 | val_loss: 0.0311527 | Time: 3319 ms
[2022-03-06 02:12:21 main:574] : INFO : Epoch 1655 | loss: 0.0311251 | val_loss: 0.0311529 | Time: 3338.78 ms
[2022-03-06 02:12:24 main:574] : INFO : Epoch 1656 | loss: 0.0311292 | val_loss: 0.0311531 | Time: 3324.74 ms
[2022-03-06 02:12:27 main:574] : INFO : Epoch 1657 | loss: 0.0311325 | val_loss: 0.031156 | Time: 3347.42 ms
[2022-03-06 02:12:31 main:574] : INFO : Epoch 1658 | loss: 0.0311335 | val_loss: 0.0311532 | Time: 3353.43 ms
[2022-03-06 02:12:34 main:574] : INFO : Epoch 1659 | loss: 0.031136 | val_loss: 0.0311529 | Time: 3322.88 ms
[2022-03-06 02:12:37 main:574] : INFO : Epoch 1660 | loss: 0.0311357 | val_loss: 0.0311496 | Time: 3350.25 ms
[2022-03-06 02:12:41 main:574] : INFO : Epoch 1661 | loss: 0.0311333 | val_loss: 0.0311458 | Time: 3328.28 ms
[2022-03-06 02:12:44 main:574] : INFO : Epoch 1662 | loss: 0.0311318 | val_loss: 0.0311614 | Time: 3314.78 ms
[2022-03-06 02:12:47 main:574] : INFO : Epoch 1663 | loss: 0.0311345 | val_loss: 0.0311454 | Time: 3258.21 ms
[2022-03-06 02:12:51 main:574] : INFO : Epoch 1664 | loss: 0.031131 | val_loss: 0.0311509 | Time: 3308.94 ms
[2022-03-06 02:12:54 main:574] : INFO : Epoch 1665 | loss: 0.0311321 | val_loss: 0.0311464 | Time: 3350.52 ms
[2022-03-06 02:12:57 main:574] : INFO : Epoch 1666 | loss: 0.0311277 | val_loss: 0.0311467 | Time: 3366.19 ms
[2022-03-06 02:13:01 main:574] : INFO : Epoch 1667 | loss: 0.0311274 | val_loss: 0.0311477 | Time: 3296.68 ms
[2022-03-06 02:13:04 main:574] : INFO : Epoch 1668 | loss: 0.0311272 | val_loss: 0.0311461 | Time: 3295.4 ms
[2022-03-06 02:13:07 main:574] : INFO : Epoch 1669 | loss: 0.0311277 | val_loss: 0.0311563 | Time: 3353.8 ms
[2022-03-06 02:13:11 main:574] : INFO : Epoch 1670 | loss: 0.0311299 | val_loss: 0.031147 | Time: 3334.11 ms
[2022-03-06 02:13:14 main:574] : INFO : Epoch 1671 | loss: 0.0311314 | val_loss: 0.0311491 | Time: 3279.39 ms
[2022-03-06 02:13:17 main:574] : INFO : Epoch 1672 | loss: 0.0311298 | val_loss: 0.0311457 | Time: 3363.8 ms
[2022-03-06 02:13:21 main:574] : INFO : Epoch 1673 | loss: 0.0311286 | val_loss: 0.0311484 | Time: 3355.63 ms
[2022-03-06 02:13:24 main:574] : INFO : Epoch 1674 | loss: 0.0311287 | val_loss: 0.0311468 | Time: 3481.7 ms
[2022-03-06 02:13:27 main:574] : INFO : Epoch 1675 | loss: 0.0311314 | val_loss: 0.0311502 | Time: 3359.09 ms
[2022-03-06 02:13:31 main:574] : INFO : Epoch 1676 | loss: 0.0311315 | val_loss: 0.0311473 | Time: 3294.94 ms
[2022-03-06 02:13:34 main:574] : INFO : Epoch 1677 | loss: 0.0311257 | val_loss: 0.0311459 | Time: 3326.54 ms
[2022-03-06 02:13:37 main:574] : INFO : Epoch 1678 | loss: 0.0311279 | val_loss: 0.0311562 | Time: 3251.07 ms
[2022-03-06 02:13:41 main:574] : INFO : Epoch 1679 | loss: 0.0311299 | val_loss: 0.0311467 | Time: 3280.24 ms
[2022-03-06 02:13:44 main:574] : INFO : Epoch 1680 | loss: 0.0311274 | val_loss: 0.0311483 | Time: 3309.32 ms
[2022-03-06 02:13:47 main:574] : INFO : Epoch 1681 | loss: 0.0311314 | val_loss: 0.031153 | Time: 3320.25 ms
[2022-03-06 02:13:50 main:574] : INFO : Epoch 1682 | loss: 0.0311346 | val_loss: 0.0311519 | Time: 3263.71 ms
[2022-03-06 02:13:54 main:574] : INFO : Epoch 1683 | loss: 0.0311333 | val_loss: 0.0311526 | Time: 3333.84 ms
[2022-03-06 02:13:57 main:574] : INFO : Epoch 1684 | loss: 0.0311294 | val_loss: 0.0311492 | Time: 3257.34 ms
[2022-03-06 02:14:00 main:574] : INFO : Epoch 1685 | loss: 0.0311288 | val_loss: 0.0311501 | Time: 3353.18 ms
[2022-03-06 02:14:04 main:574] : INFO : Epoch 1686 | loss: 0.0311317 | val_loss: 0.0311481 | Time: 3314.07 ms
[2022-03-06 02:14:07 main:574] : INFO : Epoch 1687 | loss: 0.0311316 | val_loss: 0.0311449 | Time: 3340.46 ms
[2022-03-06 02:14:10 main:574] : INFO : Epoch 1688 | loss: 0.0311329 | val_loss: 0.0311456 | Time: 3288.57 ms
[2022-03-06 02:14:14 main:574] : INFO : Epoch 1689 | loss: 0.0311278 | val_loss: 0.031146 | Time: 3373.11 ms
[2022-03-06 02:14:17 main:574] : INFO : Epoch 1690 | loss: 0.0311282 | val_loss: 0.031147 | Time: 3302.18 ms
[2022-03-06 02:14:20 main:574] : INFO : Epoch 1691 | loss: 0.0311278 | val_loss: 0.0311572 | Time: 3309.07 ms
[2022-03-06 02:14:24 main:574] : INFO : Epoch 1692 | loss: 0.0311346 | val_loss: 0.0311496 | Time: 3300.09 ms
[2022-03-06 02:14:27 main:574] : INFO : Epoch 1693 | loss: 0.0311365 | val_loss: 0.0311497 | Time: 3329.61 ms
[2022-03-06 02:14:30 main:574] : INFO : Epoch 1694 | loss: 0.0311363 | val_loss: 0.0311508 | Time: 3353.43 ms
[2022-03-06 02:14:34 main:574] : INFO : Epoch 1695 | loss: 0.0311337 | val_loss: 0.0311478 | Time: 3351.11 ms
[2022-03-06 02:14:37 main:574] : INFO : Epoch 1696 | loss: 0.0311364 | val_loss: 0.0311469 | Time: 3288.38 ms
[2022-03-06 02:14:40 main:574] : INFO : Epoch 1697 | loss: 0.0311333 | val_loss: 0.0311522 | Time: 3341.91 ms
[2022-03-06 02:14:44 main:574] : INFO : Epoch 1698 | loss: 0.0311313 | val_loss: 0.0311465 | Time: 3355.33 ms
[2022-03-06 02:14:47 main:574] : INFO : Epoch 1699 | loss: 0.0311316 | val_loss: 0.0311483 | Time: 3286.74 ms
[2022-03-06 02:14:50 main:574] : INFO : Epoch 1700 | loss: 0.0311305 | val_loss: 0.0311507 | Time: 3305.9 ms
[2022-03-06 02:14:54 main:574] : INFO : Epoch 1701 | loss: 0.03113 | val_loss: 0.0311526 | Time: 3364.25 ms
[2022-03-06 02:14:57 main:574] : INFO : Epoch 1702 | loss: 0.0311296 | val_loss: 0.031155 | Time: 3287.5 ms
[2022-03-06 02:15:00 main:574] : INFO : Epoch 1703 | loss: 0.0311302 | val_loss: 0.0311491 | Time: 3411.66 ms
[2022-03-06 02:15:04 main:574] : INFO : Epoch 1704 | loss: 0.0311261 | val_loss: 0.0311475 | Time: 3311.95 ms
[2022-03-06 02:15:07 main:574] : INFO : Epoch 1705 | loss: 0.0311256 | val_loss: 0.0311469 | Time: 3359.21 ms
[2022-03-06 02:15:10 main:574] : INFO : Epoch 1706 | loss: 0.0311258 | val_loss: 0.0311468 | Time: 3358.69 ms
[2022-03-06 02:15:14 main:574] : INFO : Epoch 1707 | loss: 0.0311243 | val_loss: 0.0311485 | Time: 3314.91 ms
[2022-03-06 02:15:17 main:574] : INFO : Epoch 1708 | loss: 0.0311265 | val_loss: 0.0311493 | Time: 3308.63 ms
[2022-03-06 02:15:20 main:574] : INFO : Epoch 1709 | loss: 0.0311259 | val_loss: 0.0311513 | Time: 3303.57 ms
[2022-03-06 02:15:24 main:574] : INFO : Epoch 1710 | loss: 0.0311314 | val_loss: 0.0311746 | Time: 3346 ms
[2022-03-06 02:15:27 main:574] : INFO : Epoch 1711 | loss: 0.0311346 | val_loss: 0.0311495 | Time: 3265.18 ms
[2022-03-06 02:15:30 main:574] : INFO : Epoch 1712 | loss: 0.0311301 | val_loss: 0.0311482 | Time: 3328.54 ms
[2022-03-06 02:15:34 main:574] : INFO : Epoch 1713 | loss: 0.0311257 | val_loss: 0.0311472 | Time: 3325.69 ms
[2022-03-06 02:15:37 main:574] : INFO : Epoch 1714 | loss: 0.0311254 | val_loss: 0.031147 | Time: 3294.91 ms
[2022-03-06 02:15:40 main:574] : INFO : Epoch 1715 | loss: 0.0311238 | val_loss: 0.0311484 | Time: 3286.89 ms
[2022-03-06 02:15:44 main:574] : INFO : Epoch 1716 | loss: 0.0311252 | val_loss: 0.0311453 | Time: 3310.03 ms
[2022-03-06 02:15:47 main:574] : INFO : Epoch 1717 | loss: 0.0311264 | val_loss: 0.0311535 | Time: 3323.72 ms
[2022-03-06 02:15:50 main:574] : INFO : Epoch 1718 | loss: 0.0311283 | val_loss: 0.0311491 | Time: 3331.72 ms
[2022-03-06 02:15:54 main:574] : INFO : Epoch 1719 | loss: 0.0311266 | val_loss: 0.0311451 | Time: 3288.48 ms
[2022-03-06 02:15:57 main:574] : INFO : Epoch 1720 | loss: 0.0311274 | val_loss: 0.0311474 | Time: 3305.98 ms
[2022-03-06 02:16:00 main:574] : INFO : Epoch 1721 | loss: 0.031124 | val_loss: 0.0311485 | Time: 3330.07 ms
[2022-03-06 02:16:03 main:574] : INFO : Epoch 1722 | loss: 0.0311249 | val_loss: 0.0311517 | Time: 3247.82 ms
[2022-03-06 02:16:07 main:574] : INFO : Epoch 1723 | loss: 0.0311244 | val_loss: 0.0311467 | Time: 3265.12 ms
[2022-03-06 02:16:10 main:574] : INFO : Epoch 1724 | loss: 0.031126 | val_loss: 0.0311453 | Time: 3283.07 ms
[2022-03-06 02:16:13 main:574] : INFO : Epoch 1725 | loss: 0.0311268 | val_loss: 0.0311485 | Time: 3268.6 ms
[2022-03-06 02:16:17 main:574] : INFO : Epoch 1726 | loss: 0.0311283 | val_loss: 0.031146 | Time: 3319.16 ms
[2022-03-06 02:16:20 main:574] : INFO : Epoch 1727 | loss: 0.0311255 | val_loss: 0.0311499 | Time: 3293.58 ms
[2022-03-06 02:16:23 main:574] : INFO : Epoch 1728 | loss: 0.0311301 | val_loss: 0.0311486 | Time: 3330.81 ms
[2022-03-06 02:16:26 main:574] : INFO : Epoch 1729 | loss: 0.0311269 | val_loss: 0.0311511 | Time: 3271.47 ms
[2022-03-06 02:16:30 main:574] : INFO : Epoch 1730 | loss: 0.0311268 | val_loss: 0.0311513 | Time: 3348.39 ms
[2022-03-06 02:16:33 main:574] : INFO : Epoch 1731 | loss: 0.031128 | val_loss: 0.0311497 | Time: 3302.83 ms
[2022-03-06 02:16:36 main:574] : INFO : Epoch 1732 | loss: 0.0311296 | val_loss: 0.0311479 | Time: 3328.69 ms
[2022-03-06 02:16:40 main:574] : INFO : Epoch 1733 | loss: 0.031133 | val_loss: 0.0311505 | Time: 3354.72 ms
[2022-03-06 02:16:43 main:574] : INFO : Epoch 1734 | loss: 0.0311283 | val_loss: 0.031151 | Time: 3315.16 ms
[2022-03-06 02:16:46 main:574] : INFO : Epoch 1735 | loss: 0.0311284 | val_loss: 0.031151 | Time: 3304.19 ms
[2022-03-06 02:16:50 main:574] : INFO : Epoch 1736 | loss: 0.0311296 | val_loss: 0.03115 | Time: 3328.61 ms
[2022-03-06 02:16:53 main:574] : INFO : Epoch 1737 | loss: 0.0311312 | val_loss: 0.0311513 | Time: 3342.14 ms
[2022-03-06 02:16:56 main:574] : INFO : Epoch 1738 | loss: 0.0311347 | val_loss: 0.031149 | Time: 3285.16 ms
[2022-03-06 02:17:00 main:574] : INFO : Epoch 1739 | loss: 0.0311347 | val_loss: 0.0311546 | Time: 3284.8 ms
[2022-03-06 02:17:03 main:574] : INFO : Epoch 1740 | loss: 0.0311293 | val_loss: 0.0311472 | Time: 3353.86 ms
[2022-03-06 02:17:06 main:574] : INFO : Epoch 1741 | loss: 0.0311278 | val_loss: 0.0311466 | Time: 3314.75 ms
[2022-03-06 02:17:10 main:574] : INFO : Epoch 1742 | loss: 0.0311305 | val_loss: 0.0311466 | Time: 3247.58 ms
[2022-03-06 02:17:13 main:574] : INFO : Epoch 1743 | loss: 0.031127 | val_loss: 0.0311478 | Time: 3310.92 ms
[2022-03-06 02:17:16 main:574] : INFO : Epoch 1744 | loss: 0.0311266 | val_loss: 0.0311471 | Time: 3275.28 ms
[2022-03-06 02:17:20 main:574] : INFO : Epoch 1745 | loss: 0.031126 | val_loss: 0.0311478 | Time: 3300.21 ms
[2022-03-06 02:17:23 main:574] : INFO : Epoch 1746 | loss: 0.031129 | val_loss: 0.0311539 | Time: 3346.35 ms
[2022-03-06 02:17:26 main:574] : INFO : Epoch 1747 | loss: 0.0311345 | val_loss: 0.0311525 | Time: 3302.45 ms
[2022-03-06 02:17:30 main:574] : INFO : Epoch 1748 | loss: 0.0311305 | val_loss: 0.0311482 | Time: 3324.04 ms
[2022-03-06 02:17:33 main:574] : INFO : Epoch 1749 | loss: 0.0311288 | val_loss: 0.0311505 | Time: 3387.27 ms
[2022-03-06 02:17:36 main:574] : INFO : Epoch 1750 | loss: 0.0311293 | val_loss: 0.031146 | Time: 3260.02 ms
[2022-03-06 02:17:39 main:574] : INFO : Epoch 1751 | loss: 0.0311305 | val_loss: 0.0311526 | Time: 3282.53 ms
[2022-03-06 02:17:43 main:574] : INFO : Epoch 1752 | loss: 0.0311304 | val_loss: 0.0311495 | Time: 3288.96 ms
[2022-03-06 02:17:46 main:574] : INFO : Epoch 1753 | loss: 0.0311333 | val_loss: 0.0311564 | Time: 3383.78 ms
[2022-03-06 02:17:49 main:574] : INFO : Epoch 1754 | loss: 0.0311319 | val_loss: 0.0311472 | Time: 3286.58 ms
[2022-03-06 02:17:53 main:574] : INFO : Epoch 1755 | loss: 0.031129 | val_loss: 0.0311587 | Time: 3276.13 ms
[2022-03-06 02:17:56 main:574] : INFO : Epoch 1756 | loss: 0.0311422 | val_loss: 0.0311568 | Time: 3260.5 ms
[2022-03-06 02:17:59 main:574] : INFO : Epoch 1757 | loss: 0.031142 | val_loss: 0.0311554 | Time: 3298.89 ms
[2022-03-06 02:18:03 main:574] : INFO : Epoch 1758 | loss: 0.0311399 | val_loss: 0.0311536 | Time: 3359.28 ms
[2022-03-06 02:18:06 main:574] : INFO : Epoch 1759 | loss: 0.0311414 | val_loss: 0.0311554 | Time: 3341.71 ms
[2022-03-06 02:18:09 main:574] : INFO : Epoch 1760 | loss: 0.0311403 | val_loss: 0.0311572 | Time: 3323.16 ms
[2022-03-06 02:18:13 main:574] : INFO : Epoch 1761 | loss: 0.031138 | val_loss: 0.0311526 | Time: 3313.1 ms
[2022-03-06 02:18:16 main:574] : INFO : Epoch 1762 | loss: 0.0311374 | val_loss: 0.0311531 | Time: 3328.9 ms
[2022-03-06 02:18:19 main:574] : INFO : Epoch 1763 | loss: 0.0311345 | val_loss: 0.0311543 | Time: 3347.13 ms
[2022-03-06 02:18:23 main:574] : INFO : Epoch 1764 | loss: 0.0311351 | val_loss: 0.0311558 | Time: 3317.82 ms
[2022-03-06 02:18:26 main:574] : INFO : Epoch 1765 | loss: 0.0311347 | val_loss: 0.0311517 | Time: 3356.7 ms
[2022-03-06 02:18:29 main:574] : INFO : Epoch 1766 | loss: 0.0311356 | val_loss: 0.0311583 | Time: 3285.71 ms
[2022-03-06 02:18:33 main:574] : INFO : Epoch 1767 | loss: 0.0311375 | val_loss: 0.0311576 | Time: 3253.26 ms
[2022-03-06 02:18:36 main:574] : INFO : Epoch 1768 | loss: 0.031134 | val_loss: 0.0311548 | Time: 3262.12 ms
[2022-03-06 02:18:39 main:574] : INFO : Epoch 1769 | loss: 0.0311369 | val_loss: 0.0311516 | Time: 3341.18 ms
[2022-03-06 02:18:43 main:574] : INFO : Epoch 1770 | loss: 0.031135 | val_loss: 0.031156 | Time: 3363.87 ms
[2022-03-06 02:18:46 main:574] : INFO : Epoch 1771 | loss: 0.0311419 | val_loss: 0.0311555 | Time: 3232.44 ms
[2022-03-06 02:18:49 main:574] : INFO : Epoch 1772 | loss: 0.0311376 | val_loss: 0.0311523 | Time: 3305.96 ms
[2022-03-06 02:18:52 main:574] : INFO : Epoch 1773 | loss: 0.0311384 | val_loss: 0.0311576 | Time: 3303.19 ms
[2022-03-06 02:18:56 main:574] : INFO : Epoch 1774 | loss: 0.0311372 | val_loss: 0.0311491 | Time: 3352.65 ms
[2022-03-06 02:18:59 main:574] : INFO : Epoch 1775 | loss: 0.0311348 | val_loss: 0.0311512 | Time: 3314.18 ms
[2022-03-06 02:19:02 main:574] : INFO : Epoch 1776 | loss: 0.0311349 | val_loss: 0.0311505 | Time: 3306.24 ms
[2022-03-06 02:19:06 main:574] : INFO : Epoch 1777 | loss: 0.0311395 | val_loss: 0.0311566 | Time: 3318.49 ms
[2022-03-06 02:19:09 main:574] : INFO : Epoch 1778 | loss: 0.0311432 | val_loss: 0.0311499 | Time: 3353.41 ms
[2022-03-06 02:19:12 main:574] : INFO : Epoch 1779 | loss: 0.0311394 | val_loss: 0.0311503 | Time: 3341.96 ms
[2022-03-06 02:19:16 main:574] : INFO : Epoch 1780 | loss: 0.0311392 | val_loss: 0.0311518 | Time: 3349.41 ms
[2022-03-06 02:19:19 main:574] : INFO : Epoch 1781 | loss: 0.0311351 | val_loss: 0.0311478 | Time: 3317.97 ms
[2022-03-06 02:19:22 main:574] : INFO : Epoch 1782 | loss: 0.0311357 | val_loss: 0.0311488 | Time: 3290.39 ms
[2022-03-06 02:19:26 main:574] : INFO : Epoch 1783 | loss: 0.03114 | val_loss: 0.0311535 | Time: 3343.26 ms
[2022-03-06 02:19:29 main:574] : INFO : Epoch 1784 | loss: 0.0311413 | val_loss: 0.031155 | Time: 3258.23 ms
[2022-03-06 02:19:32 main:574] : INFO : Epoch 1785 | loss: 0.031136 | val_loss: 0.0311525 | Time: 3367.44 ms
[2022-03-06 02:19:36 main:574] : INFO : Epoch 1786 | loss: 0.0311336 | val_loss: 0.031151 | Time: 3313.66 ms
[2022-03-06 02:19:39 main:574] : INFO : Epoch 1787 | loss: 0.0311336 | val_loss: 0.0311512 | Time: 3283.28 ms
[2022-03-06 02:19:42 main:574] : INFO : Epoch 1788 | loss: 0.0311339 | val_loss: 0.0311584 | Time: 3262.86 ms
[2022-03-06 02:19:46 main:574] : INFO : Epoch 1789 | loss: 0.0311386 | val_loss: 0.0311641 | Time: 3329.97 ms
[2022-03-06 02:19:49 main:574] : INFO : Epoch 1790 | loss: 0.0311393 | val_loss: 0.0311588 | Time: 3293.62 ms
[2022-03-06 02:19:52 main:574] : INFO : Epoch 1791 | loss: 0.0311371 | val_loss: 0.0311584 | Time: 3331.67 ms
[2022-03-06 02:19:56 main:574] : INFO : Epoch 1792 | loss: 0.031137 | val_loss: 0.0311519 | Time: 3377.76 ms
[2022-03-06 02:19:59 main:574] : INFO : Epoch 1793 | loss: 0.0311348 | val_loss: 0.0311544 | Time: 3270.78 ms
[2022-03-06 02:20:02 main:574] : INFO : Epoch 1794 | loss: 0.0311319 | val_loss: 0.0311554 | Time: 3331.61 ms
[2022-03-06 02:20:06 main:574] : INFO : Epoch 1795 | loss: 0.0311343 | val_loss: 0.0311522 | Time: 3307.17 ms
[2022-03-06 02:20:09 main:574] : INFO : Epoch 1796 | loss: 0.0311321 | val_loss: 0.0311526 | Time: 3316.45 ms
[2022-03-06 02:20:12 main:574] : INFO : Epoch 1797 | loss: 0.0311331 | val_loss: 0.0311572 | Time: 3326.94 ms
[2022-03-06 02:20:15 main:574] : INFO : Epoch 1798 | loss: 0.0311354 | val_loss: 0.0311605 | Time: 3263.81 ms
[2022-03-06 02:20:19 main:574] : INFO : Epoch 1799 | loss: 0.0311327 | val_loss: 0.0311574 | Time: 3316.63 ms
[2022-03-06 02:20:22 main:574] : INFO : Epoch 1800 | loss: 0.0311346 | val_loss: 0.0311564 | Time: 3289.95 ms
[2022-03-06 02:20:25 main:574] : INFO : Epoch 1801 | loss: 0.0311344 | val_loss: 0.0311579 | Time: 3317.89 ms
[2022-03-06 02:20:29 main:574] : INFO : Epoch 1802 | loss: 0.0311344 | val_loss: 0.031153 | Time: 3296.9 ms
[2022-03-06 02:20:32 main:574] : INFO : Epoch 1803 | loss: 0.0311335 | val_loss: 0.0311535 | Time: 3289.9 ms
[2022-03-06 02:20:35 main:574] : INFO : Epoch 1804 | loss: 0.0311319 | val_loss: 0.0311509 | Time: 3280.97 ms
[2022-03-06 02:20:39 main:574] : INFO : Epoch 1805 | loss: 0.0311314 | val_loss: 0.0311538 | Time: 3277.66 ms
[2022-03-06 02:20:42 main:574] : INFO : Epoch 1806 | loss: 0.0311314 | val_loss: 0.0311537 | Time: 3317.33 ms
[2022-03-06 02:20:45 main:574] : INFO : Epoch 1807 | loss: 0.0311311 | val_loss: 0.0311516 | Time: 3336.57 ms
[2022-03-06 02:20:48 main:574] : INFO : Epoch 1808 | loss: 0.0311331 | val_loss: 0.0311559 | Time: 3293.39 ms
[2022-03-06 02:20:52 main:574] : INFO : Epoch 1809 | loss: 0.0311324 | val_loss: 0.0311559 | Time: 3338.11 ms
[2022-03-06 02:20:55 main:574] : INFO : Epoch 1810 | loss: 0.0311312 | val_loss: 0.0311562 | Time: 3291.46 ms
[2022-03-06 02:20:58 main:574] : INFO : Epoch 1811 | loss: 0.0311303 | val_loss: 0.0311544 | Time: 3318.92 ms
[2022-03-06 02:21:02 main:574] : INFO : Epoch 1812 | loss: 0.0311301 | val_loss: 0.0311552 | Time: 3288.79 ms
[2022-03-06 02:21:05 main:574] : INFO : Epoch 1813 | loss: 0.0311291 | val_loss: 0.031159 | Time: 3319.22 ms
[2022-03-06 02:21:08 main:574] : INFO : Epoch 1814 | loss: 0.0311346 | val_loss: 0.0311562 | Time: 3286 ms
[2022-03-06 02:21:12 main:574] : INFO : Epoch 1815 | loss: 0.0311418 | val_loss: 0.0311572 | Time: 3351.41 ms
[2022-03-06 02:21:15 main:574] : INFO : Epoch 1816 | loss: 0.0311352 | val_loss: 0.0311554 | Time: 3279.73 ms
[2022-03-06 02:21:18 main:574] : INFO : Epoch 1817 | loss: 0.0311339 | val_loss: 0.0311526 | Time: 3306.5 ms
[2022-03-06 02:21:22 main:574] : INFO : Epoch 1818 | loss: 0.031131 | val_loss: 0.0311492 | Time: 3305.61 ms
[2022-03-06 02:21:25 main:574] : INFO : Epoch 1819 | loss: 0.0311329 | val_loss: 0.0311514 | Time: 3334.12 ms
[2022-03-06 02:21:28 main:574] : INFO : Epoch 1820 | loss: 0.0311356 | val_loss: 0.0311529 | Time: 3292.91 ms
[2022-03-06 02:21:32 main:574] : INFO : Epoch 1821 | loss: 0.0311374 | val_loss: 0.0311535 | Time: 3331.87 ms
[2022-03-06 02:21:35 main:574] : INFO : Epoch 1822 | loss: 0.0311367 | val_loss: 0.0311524 | Time: 3264.75 ms
[2022-03-06 02:21:38 main:574] : INFO : Epoch 1823 | loss: 0.0311378 | val_loss: 0.031161 | Time: 3329.58 ms
[2022-03-06 02:21:41 main:574] : INFO : Epoch 1824 | loss: 0.0311356 | val_loss: 0.031156 | Time: 3327.35 ms
[2022-03-06 02:21:45 main:574] : INFO : Epoch 1825 | loss: 0.0311327 | val_loss: 0.0311502 | Time: 3248.78 ms
[2022-03-06 02:21:48 main:574] : INFO : Epoch 1826 | loss: 0.0311336 | val_loss: 0.0311583 | Time: 3373.85 ms
[2022-03-06 02:21:51 main:574] : INFO : Epoch 1827 | loss: 0.0311332 | val_loss: 0.0311494 | Time: 3308.36 ms
[2022-03-06 02:21:55 main:574] : INFO : Epoch 1828 | loss: 0.0311334 | val_loss: 0.0311507 | Time: 3281.36 ms
[2022-03-06 02:21:58 main:574] : INFO : Epoch 1829 | loss: 0.0311334 | val_loss: 0.0311563 | Time: 3331.92 ms
[2022-03-06 02:22:01 main:574] : INFO : Epoch 1830 | loss: 0.0311322 | val_loss: 0.03116 | Time: 3347.76 ms
[2022-03-06 02:22:05 main:574] : INFO : Epoch 1831 | loss: 0.03113 | val_loss: 0.0311511 | Time: 3326.3 ms
[2022-03-06 02:22:08 main:574] : INFO : Epoch 1832 | loss: 0.0311292 | val_loss: 0.0311559 | Time: 3316.44 ms
[2022-03-06 02:22:11 main:574] : INFO : Epoch 1833 | loss: 0.0311311 | val_loss: 0.0311522 | Time: 3368.08 ms
[2022-03-06 02:22:15 main:574] : INFO : Epoch 1834 | loss: 0.0311314 | val_loss: 0.0311531 | Time: 3284.84 ms
[2022-03-06 02:22:18 main:574] : INFO : Epoch 1835 | loss: 0.0311282 | val_loss: 0.0311544 | Time: 3327.53 ms
[2022-03-06 02:22:21 main:574] : INFO : Epoch 1836 | loss: 0.0311275 | val_loss: 0.0311564 | Time: 3318.22 ms
[2022-03-06 02:22:25 main:574] : INFO : Epoch 1837 | loss: 0.0311282 | val_loss: 0.0311495 | Time: 3300.79 ms
[2022-03-06 02:22:28 main:574] : INFO : Epoch 1838 | loss: 0.0311299 | val_loss: 0.0311573 | Time: 3342.42 ms
[2022-03-06 02:22:31 main:574] : INFO : Epoch 1839 | loss: 0.0311278 | val_loss: 0.0311517 | Time: 3342.76 ms
[2022-03-06 02:22:35 main:574] : INFO : Epoch 1840 | loss: 0.0311269 | val_loss: 0.0311546 | Time: 3317.43 ms
[2022-03-06 02:22:38 main:574] : INFO : Epoch 1841 | loss: 0.0311278 | val_loss: 0.031154 | Time: 3325.32 ms
[2022-03-06 02:22:41 main:574] : INFO : Epoch 1842 | loss: 0.0311299 | val_loss: 0.0311536 | Time: 3322.17 ms
[2022-03-06 02:22:45 main:574] : INFO : Epoch 1843 | loss: 0.0311279 | val_loss: 0.0311507 | Time: 3345.47 ms
[2022-03-06 02:22:48 main:574] : INFO : Epoch 1844 | loss: 0.0311331 | val_loss: 0.0311653 | Time: 3347.17 ms
[2022-03-06 02:22:51 main:574] : INFO : Epoch 1845 | loss: 0.0311281 | val_loss: 0.0311512 | Time: 3276.28 ms
[2022-03-06 02:22:55 main:574] : INFO : Epoch 1846 | loss: 0.0311302 | val_loss: 0.0311558 | Time: 3329.16 ms
[2022-03-06 02:22:58 main:574] : INFO : Epoch 1847 | loss: 0.0311286 | val_loss: 0.0311533 | Time: 3313.63 ms
[2022-03-06 02:23:01 main:574] : INFO : Epoch 1848 | loss: 0.0311267 | val_loss: 0.0311541 | Time: 3332.18 ms
[2022-03-06 02:23:05 main:574] : INFO : Epoch 1849 | loss: 0.0311283 | val_loss: 0.0311564 | Time: 3309.76 ms
[2022-03-06 02:23:08 main:574] : INFO : Epoch 1850 | loss: 0.0311297 | val_loss: 0.0311546 | Time: 3302.27 ms
[2022-03-06 02:23:11 main:574] : INFO : Epoch 1851 | loss: 0.0311282 | val_loss: 0.0311583 | Time: 3293.59 ms
[2022-03-06 02:23:15 main:574] : INFO : Epoch 1852 | loss: 0.031128 | val_loss: 0.0311541 | Time: 3328.03 ms
[2022-03-06 02:23:18 main:574] : INFO : Epoch 1853 | loss: 0.0311293 | val_loss: 0.0311527 | Time: 3269.28 ms
[2022-03-06 02:23:21 main:574] : INFO : Epoch 1854 | loss: 0.0311282 | val_loss: 0.0311562 | Time: 3360.03 ms
[2022-03-06 02:23:24 main:574] : INFO : Epoch 1855 | loss: 0.031129 | val_loss: 0.0311566 | Time: 3282.41 ms
[2022-03-06 02:23:28 main:574] : INFO : Epoch 1856 | loss: 0.0311292 | val_loss: 0.0311519 | Time: 3300.27 ms
[2022-03-06 02:23:31 main:574] : INFO : Epoch 1857 | loss: 0.031128 | val_loss: 0.0311548 | Time: 3280.51 ms
[2022-03-06 02:23:34 main:574] : INFO : Epoch 1858 | loss: 0.0311287 | val_loss: 0.0311525 | Time: 3311.12 ms
[2022-03-06 02:23:38 main:574] : INFO : Epoch 1859 | loss: 0.0311302 | val_loss: 0.0311574 | Time: 3311.63 ms
[2022-03-06 02:23:41 main:574] : INFO : Epoch 1860 | loss: 0.0311287 | val_loss: 0.0311628 | Time: 3303.15 ms
[2022-03-06 02:23:44 main:574] : INFO : Epoch 1861 | loss: 0.0311286 | val_loss: 0.0311514 | Time: 3263.62 ms
[2022-03-06 02:23:48 main:574] : INFO : Epoch 1862 | loss: 0.0311265 | val_loss: 0.0311563 | Time: 3333.27 ms
[2022-03-06 02:23:51 main:574] : INFO : Epoch 1863 | loss: 0.0311296 | val_loss: 0.0311563 | Time: 3311.01 ms
[2022-03-06 02:23:54 main:574] : INFO : Epoch 1864 | loss: 0.0311315 | val_loss: 0.0311514 | Time: 3291.61 ms
[2022-03-06 02:23:58 main:574] : INFO : Epoch 1865 | loss: 0.0311284 | val_loss: 0.0311529 | Time: 3307.68 ms
[2022-03-06 02:24:01 main:574] : INFO : Epoch 1866 | loss: 0.0311291 | val_loss: 0.0311524 | Time: 3350.46 ms
[2022-03-06 02:24:04 main:574] : INFO : Epoch 1867 | loss: 0.031133 | val_loss: 0.0311506 | Time: 3290.83 ms
[2022-03-06 02:24:07 main:574] : INFO : Epoch 1868 | loss: 0.0311317 | val_loss: 0.0311516 | Time: 3317.12 ms
[2022-03-06 02:24:11 main:574] : INFO : Epoch 1869 | loss: 0.0311274 | val_loss: 0.0311506 | Time: 3281.91 ms
[2022-03-06 02:24:14 main:574] : INFO : Epoch 1870 | loss: 0.0311289 | val_loss: 0.0311509 | Time: 3338.99 ms
[2022-03-06 02:24:17 main:574] : INFO : Epoch 1871 | loss: 0.0311276 | val_loss: 0.0311517 | Time: 3263.07 ms
[2022-03-06 02:24:21 main:574] : INFO : Epoch 1872 | loss: 0.0311277 | val_loss: 0.0311502 | Time: 3327.94 ms
[2022-03-06 02:24:24 main:574] : INFO : Epoch 1873 | loss: 0.031126 | val_loss: 0.0311534 | Time: 3312.2 ms
[2022-03-06 02:24:27 main:574] : INFO : Epoch 1874 | loss: 0.0311274 | val_loss: 0.0311543 | Time: 3311.67 ms
[2022-03-06 02:24:31 main:574] : INFO : Epoch 1875 | loss: 0.0311257 | val_loss: 0.0311541 | Time: 3362.16 ms
[2022-03-06 02:24:34 main:574] : INFO : Epoch 1876 | loss: 0.0311284 | val_loss: 0.0311579 | Time: 3344.75 ms
[2022-03-06 02:24:37 main:574] : INFO : Epoch 1877 | loss: 0.0311284 | val_loss: 0.0311557 | Time: 3366.22 ms
[2022-03-06 02:24:41 main:574] : INFO : Epoch 1878 | loss: 0.0311282 | val_loss: 0.0311539 | Time: 3300.27 ms
[2022-03-06 02:24:44 main:574] : INFO : Epoch 1879 | loss: 0.0311259 | val_loss: 0.0311542 | Time: 3323.13 ms
[2022-03-06 02:24:47 main:574] : INFO : Epoch 1880 | loss: 0.0311247 | val_loss: 0.0311526 | Time: 3273.14 ms
[2022-03-06 02:24:51 main:574] : INFO : Epoch 1881 | loss: 0.0311235 | val_loss: 0.0311512 | Time: 3327.18 ms
[2022-03-06 02:24:54 main:574] : INFO : Epoch 1882 | loss: 0.0311262 | val_loss: 0.0311544 | Time: 3312.02 ms
[2022-03-06 02:24:57 main:574] : INFO : Epoch 1883 | loss: 0.0311298 | val_loss: 0.0311519 | Time: 3248.59 ms
[2022-03-06 02:25:01 main:574] : INFO : Epoch 1884 | loss: 0.0311239 | val_loss: 0.0311493 | Time: 3331.2 ms
[2022-03-06 02:25:04 main:574] : INFO : Epoch 1885 | loss: 0.0311248 | val_loss: 0.0311508 | Time: 3299.64 ms
[2022-03-06 02:25:07 main:574] : INFO : Epoch 1886 | loss: 0.0311269 | val_loss: 0.0311516 | Time: 3349.65 ms
[2022-03-06 02:25:11 main:574] : INFO : Epoch 1887 | loss: 0.0311332 | val_loss: 0.0311607 | Time: 3256.05 ms
[2022-03-06 02:25:14 main:574] : INFO : Epoch 1888 | loss: 0.0311407 | val_loss: 0.0311578 | Time: 3251.26 ms
[2022-03-06 02:25:17 main:574] : INFO : Epoch 1889 | loss: 0.0311382 | val_loss: 0.0311586 | Time: 3319.54 ms
[2022-03-06 02:25:20 main:574] : INFO : Epoch 1890 | loss: 0.0311421 | val_loss: 0.0311573 | Time: 3291.74 ms
[2022-03-06 02:25:24 main:574] : INFO : Epoch 1891 | loss: 0.0311457 | val_loss: 0.0311613 | Time: 3298.15 ms
[2022-03-06 02:25:27 main:574] : INFO : Epoch 1892 | loss: 0.0311421 | val_loss: 0.0311524 | Time: 3302.35 ms
[2022-03-06 02:25:30 main:574] : INFO : Epoch 1893 | loss: 0.0311407 | val_loss: 0.0311584 | Time: 3287.52 ms
[2022-03-06 02:25:34 main:574] : INFO : Epoch 1894 | loss: 0.031138 | val_loss: 0.0311559 | Time: 3293.2 ms
[2022-03-06 02:25:37 main:574] : INFO : Epoch 1895 | loss: 0.0311389 | val_loss: 0.0311521 | Time: 3313.71 ms
[2022-03-06 02:25:40 main:574] : INFO : Epoch 1896 | loss: 0.031139 | val_loss: 0.0311524 | Time: 3305.46 ms
[2022-03-06 02:25:44 main:574] : INFO : Epoch 1897 | loss: 0.0311355 | val_loss: 0.0311482 | Time: 3324.05 ms
[2022-03-06 02:25:47 main:574] : INFO : Epoch 1898 | loss: 0.0311335 | val_loss: 0.0311539 | Time: 3323.85 ms
[2022-03-06 02:25:50 main:574] : INFO : Epoch 1899 | loss: 0.0311351 | val_loss: 0.0311508 | Time: 3315.6 ms
[2022-03-06 02:25:54 main:574] : INFO : Epoch 1900 | loss: 0.031135 | val_loss: 0.0311504 | Time: 3327.92 ms
[2022-03-06 02:25:57 main:574] : INFO : Epoch 1901 | loss: 0.0311346 | val_loss: 0.0311497 | Time: 3270.68 ms
[2022-03-06 02:26:00 main:574] : INFO : Epoch 1902 | loss: 0.0311314 | val_loss: 0.0311484 | Time: 3326.59 ms
[2022-03-06 02:26:03 main:574] : INFO : Epoch 1903 | loss: 0.0311303 | val_loss: 0.0311533 | Time: 3347.35 ms
[2022-03-06 02:26:07 main:574] : INFO : Epoch 1904 | loss: 0.0311323 | val_loss: 0.0311515 | Time: 3316.62 ms
[2022-03-06 02:26:10 main:574] : INFO : Epoch 1905 | loss: 0.0311323 | val_loss: 0.0311514 | Time: 3328.88 ms
[2022-03-06 02:26:13 main:574] : INFO : Epoch 1906 | loss: 0.0311299 | val_loss: 0.0311518 | Time: 3318.14 ms
[2022-03-06 02:26:17 main:574] : INFO : Epoch 1907 | loss: 0.031131 | val_loss: 0.031151 | Time: 3278.53 ms
[2022-03-06 02:26:20 main:574] : INFO : Epoch 1908 | loss: 0.0311334 | val_loss: 0.0311509 | Time: 3335.07 ms
[2022-03-06 02:26:23 main:574] : INFO : Epoch 1909 | loss: 0.0311324 | val_loss: 0.0311593 | Time: 3313.31 ms
[2022-03-06 02:26:27 main:574] : INFO : Epoch 1910 | loss: 0.0311368 | val_loss: 0.0311548 | Time: 3298.2 ms
[2022-03-06 02:26:30 main:574] : INFO : Epoch 1911 | loss: 0.0311338 | val_loss: 0.0311557 | Time: 3321.46 ms
[2022-03-06 02:26:33 main:574] : INFO : Epoch 1912 | loss: 0.0311339 | val_loss: 0.0311573 | Time: 3263.53 ms
[2022-03-06 02:26:37 main:574] : INFO : Epoch 1913 | loss: 0.0311345 | val_loss: 0.0311682 | Time: 3301.82 ms
[2022-03-06 02:26:40 main:574] : INFO : Epoch 1914 | loss: 0.0311383 | val_loss: 0.0311579 | Time: 3273.83 ms
[2022-03-06 02:26:43 main:574] : INFO : Epoch 1915 | loss: 0.0311346 | val_loss: 0.0311528 | Time: 3335.37 ms
[2022-03-06 02:26:46 main:574] : INFO : Epoch 1916 | loss: 0.0311349 | val_loss: 0.0311565 | Time: 3246.9 ms
[2022-03-06 02:26:50 main:574] : INFO : Epoch 1917 | loss: 0.0311315 | val_loss: 0.0311596 | Time: 3345.33 ms
[2022-03-06 02:26:53 main:574] : INFO : Epoch 1918 | loss: 0.031131 | val_loss: 0.0311559 | Time: 3300.32 ms
[2022-03-06 02:26:56 main:574] : INFO : Epoch 1919 | loss: 0.0311329 | val_loss: 0.0311556 | Time: 3320.76 ms
[2022-03-06 02:27:00 main:574] : INFO : Epoch 1920 | loss: 0.0311342 | val_loss: 0.0311601 | Time: 3297 ms
[2022-03-06 02:27:03 main:574] : INFO : Epoch 1921 | loss: 0.0311358 | val_loss: 0.0311603 | Time: 3296.52 ms
[2022-03-06 02:27:06 main:574] : INFO : Epoch 1922 | loss: 0.0311298 | val_loss: 0.0311565 | Time: 3312.41 ms
[2022-03-06 02:27:10 main:574] : INFO : Epoch 1923 | loss: 0.0311314 | val_loss: 0.0311535 | Time: 3282.45 ms
[2022-03-06 02:27:13 main:574] : INFO : Epoch 1924 | loss: 0.0311299 | val_loss: 0.0311582 | Time: 3312.9 ms
[2022-03-06 02:27:16 main:574] : INFO : Epoch 1925 | loss: 0.0311266 | val_loss: 0.0311563 | Time: 3332.34 ms
[2022-03-06 02:27:20 main:574] : INFO : Epoch 1926 | loss: 0.0311276 | val_loss: 0.0311601 | Time: 3335.07 ms
[2022-03-06 02:27:23 main:574] : INFO : Epoch 1927 | loss: 0.0311273 | val_loss: 0.0311546 | Time: 3298.64 ms
[2022-03-06 02:27:26 main:574] : INFO : Epoch 1928 | loss: 0.0311282 | val_loss: 0.0311545 | Time: 3261.65 ms
[2022-03-06 02:27:29 main:574] : INFO : Epoch 1929 | loss: 0.0311277 | val_loss: 0.0311606 | Time: 3299.46 ms
[2022-03-06 02:27:33 main:574] : INFO : Epoch 1930 | loss: 0.0311323 | val_loss: 0.0311543 | Time: 3314.55 ms
[2022-03-06 02:27:36 main:574] : INFO : Epoch 1931 | loss: 0.0311307 | val_loss: 0.0311526 | Time: 3312.65 ms
[2022-03-06 02:27:39 main:574] : INFO : Epoch 1932 | loss: 0.0311316 | val_loss: 0.0311563 | Time: 3253.86 ms
[2022-03-06 02:27:43 main:574] : INFO : Epoch 1933 | loss: 0.03113 | val_loss: 0.0311534 | Time: 3347.97 ms
[2022-03-06 02:27:46 main:574] : INFO : Epoch 1934 | loss: 0.0311279 | val_loss: 0.0311554 | Time: 3250.6 ms
[2022-03-06 02:27:49 main:574] : INFO : Epoch 1935 | loss: 0.0311268 | val_loss: 0.0311588 | Time: 3318.2 ms
[2022-03-06 02:27:53 main:574] : INFO : Epoch 1936 | loss: 0.0311274 | val_loss: 0.0311569 | Time: 3272.53 ms
[2022-03-06 02:27:56 main:574] : INFO : Epoch 1937 | loss: 0.0311295 | val_loss: 0.0311558 | Time: 3342.49 ms
[2022-03-06 02:27:59 main:574] : INFO : Epoch 1938 | loss: 0.0311297 | val_loss: 0.031153 | Time: 3256.87 ms
[2022-03-06 02:28:02 main:574] : INFO : Epoch 1939 | loss: 0.0311246 | val_loss: 0.0311522 | Time: 3312.15 ms
[2022-03-06 02:28:06 main:574] : INFO : Epoch 1940 | loss: 0.0311257 | val_loss: 0.0311565 | Time: 3276.72 ms
[2022-03-06 02:28:09 main:574] : INFO : Epoch 1941 | loss: 0.0311272 | val_loss: 0.0311507 | Time: 3331.64 ms
[2022-03-06 02:28:12 main:574] : INFO : Epoch 1942 | loss: 0.0311253 | val_loss: 0.0311566 | Time: 3313.12 ms
[2022-03-06 02:28:16 main:574] : INFO : Epoch 1943 | loss: 0.0311259 | val_loss: 0.0311542 | Time: 3295.03 ms
[2022-03-06 02:28:19 main:574] : INFO : Epoch 1944 | loss: 0.0311298 | val_loss: 0.0311563 | Time: 3288.2 ms
[2022-03-06 02:28:22 main:574] : INFO : Epoch 1945 | loss: 0.0311284 | val_loss: 0.0311524 | Time: 3303.39 ms
[2022-03-06 02:28:26 main:574] : INFO : Epoch 1946 | loss: 0.0311272 | val_loss: 0.0311514 | Time: 3296.97 ms
[2022-03-06 02:28:29 main:574] : INFO : Epoch 1947 | loss: 0.0311234 | val_loss: 0.0311555 | Time: 3329.43 ms
[2022-03-06 02:28:32 main:574] : INFO : Epoch 1948 | loss: 0.0311238 | val_loss: 0.0311564 | Time: 3302.86 ms
[2022-03-06 02:28:36 main:574] : INFO : Epoch 1949 | loss: 0.0311247 | val_loss: 0.0311547 | Time: 3318.43 ms
[2022-03-06 02:28:39 main:574] : INFO : Epoch 1950 | loss: 0.0311232 | val_loss: 0.0311541 | Time: 3342.65 ms
[2022-03-06 02:28:42 main:574] : INFO : Epoch 1951 | loss: 0.0311229 | val_loss: 0.0311539 | Time: 3267.92 ms
[2022-03-06 02:28:46 main:574] : INFO : Epoch 1952 | loss: 0.031123 | val_loss: 0.0311529 | Time: 3301.32 ms
[2022-03-06 02:28:49 main:574] : INFO : Epoch 1953 | loss: 0.0311212 | val_loss: 0.0311531 | Time: 3297.57 ms
[2022-03-06 02:28:52 main:574] : INFO : Epoch 1954 | loss: 0.031121 | val_loss: 0.031154 | Time: 3307.65 ms
[2022-03-06 02:28:55 main:574] : INFO : Epoch 1955 | loss: 0.031123 | val_loss: 0.0311554 | Time: 3311.2 ms
[2022-03-06 02:28:59 main:574] : INFO : Epoch 1956 | loss: 0.0311275 | val_loss: 0.0311539 | Time: 3301.79 ms
[2022-03-06 02:29:02 main:574] : INFO : Epoch 1957 | loss: 0.0311331 | val_loss: 0.0311609 | Time: 3311.96 ms
[2022-03-06 02:29:05 main:574] : INFO : Epoch 1958 | loss: 0.0311272 | val_loss: 0.0311547 | Time: 3271.48 ms
[2022-03-06 02:29:09 main:574] : INFO : Epoch 1959 | loss: 0.0311267 | val_loss: 0.0311557 | Time: 3285.6 ms
[2022-03-06 02:29:12 main:574] : INFO : Epoch 1960 | loss: 0.031126 | val_loss: 0.0311532 | Time: 3299.57 ms
[2022-03-06 02:29:15 main:574] : INFO : Epoch 1961 | loss: 0.0311251 | val_loss: 0.0311534 | Time: 3308.93 ms
[2022-03-06 02:29:18 main:574] : INFO : Epoch 1962 | loss: 0.0311239 | val_loss: 0.0311553 | Time: 3248.39 ms
[2022-03-06 02:29:22 main:574] : INFO : Epoch 1963 | loss: 0.0311258 | val_loss: 0.0311531 | Time: 3302.84 ms
[2022-03-06 02:29:25 main:574] : INFO : Epoch 1964 | loss: 0.0311294 | val_loss: 0.0311515 | Time: 3250.08 ms
[2022-03-06 02:29:28 main:574] : INFO : Epoch 1965 | loss: 0.0311304 | val_loss: 0.0311487 | Time: 3326.6 ms
[2022-03-06 02:29:32 main:574] : INFO : Epoch 1966 | loss: 0.0311314 | val_loss: 0.0311481 | Time: 3260.9 ms
[2022-03-06 02:29:35 main:574] : INFO : Epoch 1967 | loss: 0.0311306 | val_loss: 0.0311544 | Time: 3336.77 ms
[2022-03-06 02:29:38 main:574] : INFO : Epoch 1968 | loss: 0.0311319 | val_loss: 0.0311521 | Time: 3339.84 ms
[2022-03-06 02:29:42 main:574] : INFO : Epoch 1969 | loss: 0.0311309 | val_loss: 0.0311551 | Time: 3251.99 ms
[2022-03-06 02:29:45 main:574] : INFO : Epoch 1970 | loss: 0.0311376 | val_loss: 0.0311641 | Time: 3289.82 ms
[2022-03-06 02:29:48 main:574] : INFO : Epoch 1971 | loss: 0.0311517 | val_loss: 0.0311615 | Time: 3284.63 ms
[2022-03-06 02:29:51 main:574] : INFO : Epoch 1972 | loss: 0.0319146 | val_loss: 0.0325007 | Time: 3279.35 ms
[2022-03-06 02:29:55 main:574] : INFO : Epoch 1973 | loss: 0.0355362 | val_loss: 0.0331518 | Time: 3285 ms
[2022-03-06 02:29:58 main:574] : INFO : Epoch 1974 | loss: 0.0318662 | val_loss: 0.031259 | Time: 3491.32 ms
[2022-03-06 02:30:02 main:574] : INFO : Epoch 1975 | loss: 0.0312726 | val_loss: 0.031223 | Time: 3370.58 ms
[2022-03-06 02:30:05 main:574] : INFO : Epoch 1976 | loss: 0.0312016 | val_loss: 0.0311782 | Time: 3253.93 ms
[2022-03-06 02:30:08 main:574] : INFO : Epoch 1977 | loss: 0.031165 | val_loss: 0.0311619 | Time: 3329.22 ms
[2022-03-06 02:30:11 main:574] : INFO : Epoch 1978 | loss: 0.0311495 | val_loss: 0.0311617 | Time: 3259.93 ms
[2022-03-06 02:30:15 main:574] : INFO : Epoch 1979 | loss: 0.0311417 | val_loss: 0.0311586 | Time: 3313.72 ms
[2022-03-06 02:30:18 main:574] : INFO : Epoch 1980 | loss: 0.0311382 | val_loss: 0.0311612 | Time: 3239.45 ms
[2022-03-06 02:30:21 main:574] : INFO : Epoch 1981 | loss: 0.0311368 | val_loss: 0.0311575 | Time: 3300.96 ms
[2022-03-06 02:30:25 main:574] : INFO : Epoch 1982 | loss: 0.0311377 | val_loss: 0.0311577 | Time: 3332.92 ms
[2022-03-06 02:30:28 main:574] : INFO : Epoch 1983 | loss: 0.0311382 | val_loss: 0.0311567 | Time: 3236.08 ms
[2022-03-06 02:30:31 main:574] : INFO : Epoch 1984 | loss: 0.0311376 | val_loss: 0.0311542 | Time: 3303.39 ms
[2022-03-06 02:30:35 main:574] : INFO : Epoch 1985 | loss: 0.0311497 | val_loss: 0.0311685 | Time: 3327.96 ms
[2022-03-06 02:30:38 main:574] : INFO : Epoch 1986 | loss: 0.0311483 | val_loss: 0.0311562 | Time: 3283.18 ms
[2022-03-06 02:30:41 main:574] : INFO : Epoch 1987 | loss: 0.0311423 | val_loss: 0.0311549 | Time: 3295.24 ms
[2022-03-06 02:30:44 main:574] : INFO : Epoch 1988 | loss: 0.0311382 | val_loss: 0.0311582 | Time: 3291.83 ms
[2022-03-06 02:30:48 main:574] : INFO : Epoch 1989 | loss: 0.0311356 | val_loss: 0.031158 | Time: 3300.93 ms
[2022-03-06 02:30:51 main:574] : INFO : Epoch 1990 | loss: 0.0311372 | val_loss: 0.0311571 | Time: 3319.25 ms
[2022-03-06 02:30:54 main:574] : INFO : Epoch 1991 | loss: 0.0311375 | val_loss: 0.0311554 | Time: 3235.3 ms
[2022-03-06 02:30:58 main:574] : INFO : Epoch 1992 | loss: 0.0311372 | val_loss: 0.0311627 | Time: 3273.5 ms
[2022-03-06 02:31:01 main:574] : INFO : Epoch 1993 | loss: 0.0311392 | val_loss: 0.0311553 | Time: 3270.01 ms
[2022-03-06 02:31:04 main:574] : INFO : Epoch 1994 | loss: 0.0311385 | val_loss: 0.0311572 | Time: 3311.77 ms
[2022-03-06 02:31:07 main:574] : INFO : Epoch 1995 | loss: 0.0311387 | val_loss: 0.031156 | Time: 3321.9 ms
[2022-03-06 02:31:11 main:574] : INFO : Epoch 1996 | loss: 0.0311383 | val_loss: 0.0311526 | Time: 3318.07 ms
[2022-03-06 02:31:14 main:574] : INFO : Epoch 1997 | loss: 0.0311402 | val_loss: 0.0311581 | Time: 3251.62 ms
[2022-03-06 02:31:17 main:574] : INFO : Epoch 1998 | loss: 0.0311404 | val_loss: 0.0311531 | Time: 3270.1 ms
[2022-03-06 02:31:21 main:574] : INFO : Epoch 1999 | loss: 0.0311388 | val_loss: 0.0311564 | Time: 3292.76 ms
[2022-03-06 02:31:24 main:574] : INFO : Epoch 2000 | loss: 0.0311402 | val_loss: 0.0311542 | Time: 3339.04 ms
[2022-03-06 02:31:27 main:574] : INFO : Epoch 2001 | loss: 0.0311392 | val_loss: 0.0311533 | Time: 3289.36 ms
[2022-03-06 02:31:31 main:574] : INFO : Epoch 2002 | loss: 0.0311377 | val_loss: 0.031151 | Time: 3304.03 ms
[2022-03-06 02:31:34 main:574] : INFO : Epoch 2003 | loss: 0.0311382 | val_loss: 0.0311527 | Time: 3266.31 ms
[2022-03-06 02:31:37 main:574] : INFO : Epoch 2004 | loss: 0.0311411 | val_loss: 0.0311531 | Time: 3299.27 ms
[2022-03-06 02:31:40 main:574] : INFO : Epoch 2005 | loss: 0.0311415 | val_loss: 0.0311498 | Time: 3297.06 ms
[2022-03-06 02:31:44 main:574] : INFO : Epoch 2006 | loss: 0.03114 | val_loss: 0.0311482 | Time: 3264.78 ms
[2022-03-06 02:31:47 main:574] : INFO : Epoch 2007 | loss: 0.0311379 | val_loss: 0.0311507 | Time: 3322.71 ms
[2022-03-06 02:31:50 main:574] : INFO : Epoch 2008 | loss: 0.0311366 | val_loss: 0.0311495 | Time: 3312.02 ms
[2022-03-06 02:31:54 main:574] : INFO : Epoch 2009 | loss: 0.0311407 | val_loss: 0.0311545 | Time: 3338.41 ms
[2022-03-06 02:31:57 main:574] : INFO : Epoch 2010 | loss: 0.0311483 | val_loss: 0.0311576 | Time: 3315.82 ms
[2022-03-06 02:32:00 main:574] : INFO : Epoch 2011 | loss: 0.0311492 | val_loss: 0.0311563 | Time: 3281.59 ms
[2022-03-06 02:32:04 main:574] : INFO : Epoch 2012 | loss: 0.0311505 | val_loss: 0.0311735 | Time: 3316.42 ms
[2022-03-06 02:32:07 main:574] : INFO : Epoch 2013 | loss: 0.0311518 | val_loss: 0.0311544 | Time: 3302.43 ms
[2022-03-06 02:32:10 main:574] : INFO : Epoch 2014 | loss: 0.0311475 | val_loss: 0.031153 | Time: 3260.57 ms
[2022-03-06 02:32:13 main:574] : INFO : Epoch 2015 | loss: 0.0311417 | val_loss: 0.0311617 | Time: 3261.8 ms
[2022-03-06 02:32:17 main:574] : INFO : Epoch 2016 | loss: 0.0311438 | val_loss: 0.0311541 | Time: 3321.02 ms
[2022-03-06 02:32:20 main:574] : INFO : Epoch 2017 | loss: 0.0311426 | val_loss: 0.0311524 | Time: 3313.22 ms
[2022-03-06 02:32:23 main:574] : INFO : Epoch 2018 | loss: 0.0311388 | val_loss: 0.0311513 | Time: 3285.22 ms
[2022-03-06 02:32:27 main:574] : INFO : Epoch 2019 | loss: 0.0311408 | val_loss: 0.0311539 | Time: 3278.8 ms
[2022-03-06 02:32:30 main:574] : INFO : Epoch 2020 | loss: 0.0311458 | val_loss: 0.0311524 | Time: 3351.33 ms
[2022-03-06 02:32:33 main:574] : INFO : Epoch 2021 | loss: 0.0311409 | val_loss: 0.0311557 | Time: 3255.5 ms
[2022-03-06 02:32:37 main:574] : INFO : Epoch 2022 | loss: 0.031138 | val_loss: 0.0311519 | Time: 3284.83 ms
[2022-03-06 02:32:40 main:574] : INFO : Epoch 2023 | loss: 0.0311354 | val_loss: 0.0311516 | Time: 3299.54 ms
[2022-03-06 02:32:43 main:574] : INFO : Epoch 2024 | loss: 0.0311352 | val_loss: 0.0311507 | Time: 3266.9 ms
[2022-03-06 02:32:46 main:574] : INFO : Epoch 2025 | loss: 0.031136 | val_loss: 0.0311551 | Time: 3319.11 ms
[2022-03-06 02:32:50 main:574] : INFO : Epoch 2026 | loss: 0.0311359 | val_loss: 0.0311499 | Time: 3310.72 ms
[2022-03-06 02:32:53 main:574] : INFO : Epoch 2027 | loss: 0.0311347 | val_loss: 0.0311502 | Time: 3302.66 ms
[2022-03-06 02:32:56 main:574] : INFO : Epoch 2028 | loss: 0.0311343 | val_loss: 0.0311511 | Time: 3314.47 ms
[2022-03-06 02:33:00 main:574] : INFO : Epoch 2029 | loss: 0.0311361 | val_loss: 0.0311494 | Time: 3292.42 ms
[2022-03-06 02:33:03 main:574] : INFO : Epoch 2030 | loss: 0.0311358 | val_loss: 0.0311554 | Time: 3324.97 ms
[2022-03-06 02:33:06 main:574] : INFO : Epoch 2031 | loss: 0.0311381 | val_loss: 0.0311508 | Time: 3258.59 ms
[2022-03-06 02:33:10 main:574] : INFO : Epoch 2032 | loss: 0.0311361 | val_loss: 0.0311511 | Time: 3312.18 ms
[2022-03-06 02:33:13 main:574] : INFO : Epoch 2033 | loss: 0.0311364 | val_loss: 0.031148 | Time: 3299.53 ms
[2022-03-06 02:33:16 main:574] : INFO : Epoch 2034 | loss: 0.0311349 | val_loss: 0.031148 | Time: 3292.28 ms
[2022-03-06 02:33:19 main:574] : INFO : Epoch 2035 | loss: 0.0311349 | val_loss: 0.0311486 | Time: 3283.93 ms
[2022-03-06 02:33:23 main:574] : INFO : Epoch 2036 | loss: 0.0311328 | val_loss: 0.0311465 | Time: 3272.56 ms
[2022-03-06 02:33:26 main:574] : INFO : Epoch 2037 | loss: 0.0311334 | val_loss: 0.0311481 | Time: 3332.14 ms
[2022-03-06 02:33:29 main:574] : INFO : Epoch 2038 | loss: 0.0311323 | val_loss: 0.031146 | Time: 3290.54 ms
[2022-03-06 02:33:33 main:574] : INFO : Epoch 2039 | loss: 0.0311314 | val_loss: 0.031153 | Time: 3257.78 ms
[2022-03-06 02:33:36 main:574] : INFO : Epoch 2040 | loss: 0.0311348 | val_loss: 0.0311453 | Time: 3315.47 ms
[2022-03-06 02:33:39 main:574] : INFO : Epoch 2041 | loss: 0.0311323 | val_loss: 0.0311462 | Time: 3361.64 ms
[2022-03-06 02:33:43 main:574] : INFO : Epoch 2042 | loss: 0.0311337 | val_loss: 0.031149 | Time: 3311.17 ms
[2022-03-06 02:33:46 main:574] : INFO : Epoch 2043 | loss: 0.0311329 | val_loss: 0.0311494 | Time: 3265.46 ms
[2022-03-06 02:33:49 main:574] : INFO : Epoch 2044 | loss: 0.0311331 | val_loss: 0.0311488 | Time: 3288.18 ms
[2022-03-06 02:33:53 main:574] : INFO : Epoch 2045 | loss: 0.0311336 | val_loss: 0.0311492 | Time: 3278.27 ms
[2022-03-06 02:33:56 main:574] : INFO : Epoch 2046 | loss: 0.0311335 | val_loss: 0.0311512 | Time: 3287.65 ms
[2022-03-06 02:33:59 main:574] : INFO : Epoch 2047 | loss: 0.0311341 | val_loss: 0.0311504 | Time: 3297.76 ms
[2022-03-06 02:34:02 main:574] : INFO : Epoch 2048 | loss: 0.0311316 | val_loss: 0.0311509 | Time: 3317.77 ms
[2022-03-06 02:34:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311509
[2022-03-06 02:34:02 main:603] : INFO : Saving end state to config to file
[2022-03-06 02:34:02 main:608] : INFO : Success, exiting..
02:34:02 (13384): 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)