Task 12952781
| Name | ParityModified-1647040497-16041-0_0 |
| Workunit | 10085120 |
| Created | 11 Mar 2022, 23:15:00 UTC |
| Sent | 12 Mar 2022, 3:06:34 UTC |
| Report deadline | 20 Mar 2022, 3:06:34 UTC |
| Received | 12 Mar 2022, 6:49:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 52 min 23 sec |
| CPU time | 1 hours 49 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0310562 | val_loss: 0.0312228 | Time: 3270.16 ms [2022-03-12 07:11:59 main:574] : INFO : Epoch 1543 | loss: 0.0310482 | val_loss: 0.0312579 | Time: 3282.67 ms [2022-03-12 07:12:03 main:574] : INFO : Epoch 1544 | loss: 0.0310503 | val_loss: 0.031253 | Time: 3315.54 ms [2022-03-12 07:12:06 main:574] : INFO : Epoch 1545 | loss: 0.0310579 | val_loss: 0.0312365 | Time: 3305.81 ms [2022-03-12 07:12:09 main:574] : INFO : Epoch 1546 | loss: 0.0310482 | val_loss: 0.0312429 | Time: 3289.51 ms [2022-03-12 07:12:12 main:574] : INFO : Epoch 1547 | loss: 0.0310474 | val_loss: 0.0312373 | Time: 3317.03 ms [2022-03-12 07:12:16 main:574] : INFO : Epoch 1548 | loss: 0.0310459 | val_loss: 0.0312494 | Time: 3280.14 ms [2022-03-12 07:12:19 main:574] : INFO : Epoch 1549 | loss: 0.03105 | val_loss: 0.0312462 | Time: 3277.01 ms [2022-03-12 07:12:22 main:574] : INFO : Epoch 1550 | loss: 0.03105 | val_loss: 0.0312349 | Time: 3289.32 ms [2022-03-12 07:12:26 main:574] : INFO : Epoch 1551 | loss: 0.0310549 | val_loss: 0.0312213 | Time: 3251.9 ms [2022-03-12 07:12:29 main:574] : INFO : Epoch 1552 | loss: 0.0310558 | val_loss: 0.0312607 | Time: 3278.79 ms [2022-03-12 07:12:32 main:574] : INFO : Epoch 1553 | loss: 0.0310565 | val_loss: 0.0312316 | Time: 3305.17 ms [2022-03-12 07:12:35 main:574] : INFO : Epoch 1554 | loss: 0.0310533 | val_loss: 0.0312368 | Time: 3259.93 ms [2022-03-12 07:12:39 main:574] : INFO : Epoch 1555 | loss: 0.0310407 | val_loss: 0.0312349 | Time: 3314.59 ms [2022-03-12 07:12:42 main:574] : INFO : Epoch 1556 | loss: 0.0310491 | val_loss: 0.0312271 | Time: 3257.15 ms [2022-03-12 07:12:45 main:574] : INFO : Epoch 1557 | loss: 0.0310459 | val_loss: 0.0312385 | Time: 3317.63 ms [2022-03-12 07:12:49 main:574] : INFO : Epoch 1558 | loss: 0.0310487 | val_loss: 0.0312265 | Time: 3278.95 ms [2022-03-12 07:12:52 main:574] : INFO : Epoch 1559 | loss: 0.0310519 | val_loss: 0.0312466 | Time: 3352.05 ms [2022-03-12 07:12:55 main:574] : INFO : Epoch 1560 | loss: 0.0310501 | val_loss: 0.0312335 | Time: 3271.86 ms [2022-03-12 07:12:59 main:574] : INFO : Epoch 1561 | loss: 0.0310434 | val_loss: 0.0312338 | Time: 3330.56 ms [2022-03-12 07:13:02 main:574] : INFO : Epoch 1562 | loss: 0.0310456 | val_loss: 0.0312329 | Time: 3315.16 ms [2022-03-12 07:13:05 main:574] : INFO : Epoch 1563 | loss: 0.0310439 | val_loss: 0.0312488 | Time: 3347.7 ms [2022-03-12 07:13:08 main:574] : INFO : Epoch 1564 | loss: 0.0310533 | val_loss: 0.0312254 | Time: 3230.19 ms [2022-03-12 07:13:12 main:574] : INFO : Epoch 1565 | loss: 0.0310553 | val_loss: 0.0312364 | Time: 3262.53 ms [2022-03-12 07:13:15 main:574] : INFO : Epoch 1566 | loss: 0.0310518 | val_loss: 0.0312389 | Time: 3296.97 ms [2022-03-12 07:13:18 main:574] : INFO : Epoch 1567 | loss: 0.0310449 | val_loss: 0.0312509 | Time: 3273.92 ms [2022-03-12 07:13:22 main:574] : INFO : Epoch 1568 | loss: 0.0310443 | val_loss: 0.0312388 | Time: 3250.3 ms [2022-03-12 07:13:25 main:574] : INFO : Epoch 1569 | loss: 0.0310477 | val_loss: 0.0312593 | Time: 3309.48 ms [2022-03-12 07:13:28 main:574] : INFO : Epoch 1570 | loss: 0.031048 | val_loss: 0.0312368 | Time: 3312.6 ms [2022-03-12 07:13:32 main:574] : INFO : Epoch 1571 | loss: 0.0310436 | val_loss: 0.0312685 | Time: 3317.43 ms [2022-03-12 07:13:35 main:574] : INFO : Epoch 1572 | loss: 0.0310428 | val_loss: 0.0312726 | Time: 3257.66 ms [2022-03-12 07:13:38 main:574] : INFO : Epoch 1573 | loss: 0.0310498 | val_loss: 0.0312513 | Time: 3288.14 ms [2022-03-12 07:13:41 main:574] : INFO : Epoch 1574 | loss: 0.0310424 | val_loss: 0.031278 | Time: 3313.98 ms [2022-03-12 07:13:45 main:574] : INFO : Epoch 1575 | loss: 0.0310466 | val_loss: 0.0312488 | Time: 3271.5 ms [2022-03-12 07:13:48 main:574] : INFO : Epoch 1576 | loss: 0.0310456 | val_loss: 0.0312384 | Time: 3241.21 ms [2022-03-12 07:13:51 main:574] : INFO : Epoch 1577 | loss: 0.0310471 | val_loss: 0.0312552 | Time: 3277.23 ms [2022-03-12 07:13:55 main:574] : INFO : Epoch 1578 | loss: 0.031054 | val_loss: 0.0312194 | Time: 3325.54 ms [2022-03-12 07:13:58 main:574] : INFO : Epoch 1579 | loss: 0.031053 | val_loss: 0.0312318 | Time: 3256.47 ms [2022-03-12 07:14:01 main:574] : INFO : Epoch 1580 | loss: 0.031052 | val_loss: 0.0312502 | Time: 3296.84 ms [2022-03-12 07:14:04 main:574] : INFO : Epoch 1581 | loss: 0.0310571 | val_loss: 0.0312267 | Time: 3304.93 ms [2022-03-12 07:14:08 main:574] : INFO : Epoch 1582 | loss: 0.0310537 | val_loss: 0.0312279 | Time: 3253.41 ms [2022-03-12 07:14:11 main:574] : INFO : Epoch 1583 | loss: 0.0310577 | val_loss: 0.0312288 | Time: 3304.41 ms [2022-03-12 07:14:14 main:574] : INFO : Epoch 1584 | loss: 0.0310625 | val_loss: 0.0312442 | Time: 3257.67 ms [2022-03-12 07:14:18 main:574] : INFO : Epoch 1585 | loss: 0.0310487 | val_loss: 0.0312534 | Time: 3283.8 ms [2022-03-12 07:14:21 main:574] : INFO : Epoch 1586 | loss: 0.0310534 | val_loss: 0.0312443 | Time: 3285.81 ms [2022-03-12 07:14:24 main:574] : INFO : Epoch 1587 | loss: 0.0310428 | val_loss: 0.0312208 | Time: 3263.95 ms [2022-03-12 07:14:27 main:574] : INFO : Epoch 1588 | loss: 0.0310488 | val_loss: 0.0312439 | Time: 3301.84 ms [2022-03-12 07:14:31 main:574] : INFO : Epoch 1589 | loss: 0.0310505 | val_loss: 0.0312541 | Time: 3287.63 ms [2022-03-12 07:14:34 main:574] : INFO : Epoch 1590 | loss: 0.0310411 | val_loss: 0.031237 | Time: 3298.18 ms [2022-03-12 07:14:37 main:574] : INFO : Epoch 1591 | loss: 0.0310372 | val_loss: 0.031241 | Time: 3289.64 ms [2022-03-12 07:14:41 main:574] : INFO : Epoch 1592 | loss: 0.0310469 | val_loss: 0.0312386 | Time: 3292.38 ms [2022-03-12 07:14:44 main:574] : INFO : Epoch 1593 | loss: 0.0310425 | val_loss: 0.031254 | Time: 3312.69 ms [2022-03-12 07:14:47 main:574] : INFO : Epoch 1594 | loss: 0.0310429 | val_loss: 0.0312488 | Time: 3274.7 ms [2022-03-12 07:14:50 main:574] : INFO : Epoch 1595 | loss: 0.0310409 | val_loss: 0.0312432 | Time: 3268.85 ms [2022-03-12 07:14:54 main:574] : INFO : Epoch 1596 | loss: 0.0310388 | val_loss: 0.0312311 | Time: 3282.34 ms [2022-03-12 07:14:57 main:574] : INFO : Epoch 1597 | loss: 0.0310422 | val_loss: 0.031226 | Time: 3296.63 ms [2022-03-12 07:15:00 main:574] : INFO : Epoch 1598 | loss: 0.0310399 | val_loss: 0.0312449 | Time: 3331.12 ms [2022-03-12 07:15:04 main:574] : INFO : Epoch 1599 | loss: 0.0310446 | val_loss: 0.031216 | Time: 3316.96 ms [2022-03-12 07:15:07 main:574] : INFO : Epoch 1600 | loss: 0.0310564 | val_loss: 0.0312655 | Time: 3210.68 ms [2022-03-12 07:15:10 main:574] : INFO : Epoch 1601 | loss: 0.0310399 | val_loss: 0.0312361 | Time: 3271.07 ms [2022-03-12 07:15:13 main:574] : INFO : Epoch 1602 | loss: 0.0310458 | val_loss: 0.0312446 | Time: 3310.94 ms [2022-03-12 07:15:17 main:574] : INFO : Epoch 1603 | loss: 0.031051 | val_loss: 0.0312381 | Time: 3265.73 ms [2022-03-12 07:15:20 main:574] : INFO : Epoch 1604 | loss: 0.0310483 | val_loss: 0.0312635 | Time: 3263.72 ms [2022-03-12 07:15:23 main:574] : INFO : Epoch 1605 | loss: 0.0310436 | val_loss: 0.0312591 | Time: 3233.91 ms [2022-03-12 07:15:27 main:574] : INFO : Epoch 1606 | loss: 0.0310483 | val_loss: 0.0312464 | Time: 3319.8 ms [2022-03-12 07:15:30 main:574] : INFO : Epoch 1607 | loss: 0.0310431 | val_loss: 0.0312668 | Time: 3296.21 ms [2022-03-12 07:15:33 main:574] : INFO : Epoch 1608 | loss: 0.0310409 | val_loss: 0.031273 | Time: 3309.6 ms [2022-03-12 07:15:36 main:574] : INFO : Epoch 1609 | loss: 0.0310439 | val_loss: 0.0312562 | Time: 3248.67 ms [2022-03-12 07:15:40 main:574] : INFO : Epoch 1610 | loss: 0.0310399 | val_loss: 0.0312592 | Time: 3260.74 ms [2022-03-12 07:15:43 main:574] : INFO : Epoch 1611 | loss: 0.0310403 | val_loss: 0.031275 | Time: 3312.88 ms [2022-03-12 07:15:46 main:574] : INFO : Epoch 1612 | loss: 0.0310438 | val_loss: 0.0312203 | Time: 3328.32 ms [2022-03-12 07:15:50 main:574] : INFO : Epoch 1613 | loss: 0.0310558 | val_loss: 0.0312438 | Time: 3234.71 ms [2022-03-12 07:15:53 main:574] : INFO : Epoch 1614 | loss: 0.0310465 | val_loss: 0.0312475 | Time: 3320.03 ms [2022-03-12 07:15:56 main:574] : INFO : Epoch 1615 | loss: 0.0310386 | val_loss: 0.0312596 | Time: 3250.14 ms [2022-03-12 07:15:59 main:574] : INFO : Epoch 1616 | loss: 0.031042 | val_loss: 0.0312442 | Time: 3281.13 ms [2022-03-12 07:16:03 main:574] : INFO : Epoch 1617 | loss: 0.0310414 | val_loss: 0.0312413 | Time: 3256.92 ms [2022-03-12 07:16:06 main:574] : INFO : Epoch 1618 | loss: 0.0310353 | val_loss: 0.0312641 | Time: 3304.74 ms [2022-03-12 07:16:09 main:574] : INFO : Epoch 1619 | loss: 0.0310392 | val_loss: 0.0312369 | Time: 3294.37 ms [2022-03-12 07:16:13 main:574] : INFO : Epoch 1620 | loss: 0.0310373 | val_loss: 0.0312495 | Time: 3298.89 ms [2022-03-12 07:16:16 main:574] : INFO : Epoch 1621 | loss: 0.0310417 | val_loss: 0.0312218 | Time: 3234.41 ms [2022-03-12 07:16:19 main:574] : INFO : Epoch 1622 | loss: 0.0310459 | val_loss: 0.0312489 | Time: 3314.63 ms [2022-03-12 07:16:22 main:574] : INFO : Epoch 1623 | loss: 0.0310524 | val_loss: 0.0312225 | Time: 3245.39 ms [2022-03-12 07:16:26 main:574] : INFO : Epoch 1624 | loss: 0.0310548 | val_loss: 0.031251 | Time: 3293.05 ms [2022-03-12 07:16:29 main:574] : INFO : Epoch 1625 | loss: 0.0310424 | val_loss: 0.031243 | Time: 3295.15 ms [2022-03-12 07:16:32 main:574] : INFO : Epoch 1626 | loss: 0.0310609 | val_loss: 0.0312385 | Time: 3372.08 ms [2022-03-12 07:16:36 main:574] : INFO : Epoch 1627 | loss: 0.0310618 | val_loss: 0.0312038 | Time: 3313.07 ms [2022-03-12 07:16:39 main:574] : INFO : Epoch 1628 | loss: 0.0310588 | val_loss: 0.0312615 | Time: 3282.01 ms [2022-03-12 07:16:42 main:574] : INFO : Epoch 1629 | loss: 0.0310548 | val_loss: 0.0312654 | Time: 3309.56 ms [2022-03-12 07:16:46 main:574] : INFO : Epoch 1630 | loss: 0.031047 | val_loss: 0.0312309 | Time: 3253.53 ms [2022-03-12 07:16:49 main:574] : INFO : Epoch 1631 | loss: 0.0310434 | val_loss: 0.0312615 | Time: 3316.62 ms [2022-03-12 07:16:52 main:574] : INFO : Epoch 1632 | loss: 0.0310435 | val_loss: 0.0312253 | Time: 3332.93 ms [2022-03-12 07:16:55 main:574] : INFO : Epoch 1633 | loss: 0.0310388 | val_loss: 0.031262 | Time: 3254.92 ms [2022-03-12 07:16:59 main:574] : INFO : Epoch 1634 | loss: 0.0310352 | val_loss: 0.0312684 | Time: 3301.85 ms [2022-03-12 07:17:02 main:574] : INFO : Epoch 1635 | loss: 0.0310394 | val_loss: 0.0312385 | Time: 3269.15 ms [2022-03-12 07:17:05 main:574] : INFO : Epoch 1636 | loss: 0.0310336 | val_loss: 0.0312433 | Time: 3245.53 ms [2022-03-12 07:17:09 main:574] : INFO : Epoch 1637 | loss: 0.031046 | val_loss: 0.0312483 | Time: 3225.39 ms [2022-03-12 07:17:12 main:574] : INFO : Epoch 1638 | loss: 0.0310438 | val_loss: 0.0312458 | Time: 3282.78 ms [2022-03-12 07:17:15 main:574] : INFO : Epoch 1639 | loss: 0.0310483 | val_loss: 0.0312493 | Time: 3311.24 ms [2022-03-12 07:17:18 main:574] : INFO : Epoch 1640 | loss: 0.0310418 | val_loss: 0.0312419 | Time: 3311.23 ms [2022-03-12 07:17:22 main:574] : INFO : Epoch 1641 | loss: 0.0310561 | val_loss: 0.0312328 | Time: 3307.53 ms [2022-03-12 07:17:25 main:574] : INFO : Epoch 1642 | loss: 0.0310586 | val_loss: 0.031258 | Time: 3278.27 ms [2022-03-12 07:17:28 main:574] : INFO : Epoch 1643 | loss: 0.0310493 | val_loss: 0.0312531 | Time: 3310.83 ms [2022-03-12 07:17:32 main:574] : INFO : Epoch 1644 | loss: 0.031042 | val_loss: 0.0312389 | Time: 3335.7 ms [2022-03-12 07:17:35 main:574] : INFO : Epoch 1645 | loss: 0.0310449 | val_loss: 0.0312311 | Time: 3274.73 ms [2022-03-12 07:17:38 main:574] : INFO : Epoch 1646 | loss: 0.0310417 | val_loss: 0.0312331 | Time: 3285.22 ms [2022-03-12 07:17:42 main:574] : INFO : Epoch 1647 | loss: 0.0310442 | val_loss: 0.0312703 | Time: 3259.97 ms [2022-03-12 07:17:45 main:574] : INFO : Epoch 1648 | loss: 0.0310475 | val_loss: 0.0312664 | Time: 3300.44 ms [2022-03-12 07:17:48 main:574] : INFO : Epoch 1649 | loss: 0.0310619 | val_loss: 0.0312392 | Time: 3311.73 ms [2022-03-12 07:17:51 main:574] : INFO : Epoch 1650 | loss: 0.0310408 | val_loss: 0.0312576 | Time: 3280.33 ms [2022-03-12 07:17:55 main:574] : INFO : Epoch 1651 | loss: 0.0310309 | val_loss: 0.0312592 | Time: 3328.4 ms [2022-03-12 07:17:58 main:574] : INFO : Epoch 1652 | loss: 0.0310329 | val_loss: 0.031258 | Time: 3310.07 ms [2022-03-12 07:18:01 main:574] : INFO : Epoch 1653 | loss: 0.0310372 | val_loss: 0.0312437 | Time: 3294.96 ms [2022-03-12 07:18:05 main:574] : INFO : Epoch 1654 | loss: 0.0310387 | val_loss: 0.0312535 | Time: 3272.87 ms [2022-03-12 07:18:08 main:574] : INFO : Epoch 1655 | loss: 0.0310399 | val_loss: 0.031275 | Time: 3300.23 ms [2022-03-12 07:18:11 main:574] : INFO : Epoch 1656 | loss: 0.0310385 | val_loss: 0.031271 | Time: 3319.68 ms [2022-03-12 07:18:15 main:574] : INFO : Epoch 1657 | loss: 0.0310397 | val_loss: 0.0312384 | Time: 3359.19 ms [2022-03-12 07:18:18 main:574] : INFO : Epoch 1658 | loss: 0.0310372 | val_loss: 0.0312654 | Time: 3253.44 ms [2022-03-12 07:18:21 main:574] : INFO : Epoch 1659 | loss: 0.0310372 | val_loss: 0.0312618 | Time: 3326.38 ms [2022-03-12 07:18:25 main:574] : INFO : Epoch 1660 | loss: 0.0310373 | val_loss: 0.0312462 | Time: 3307.85 ms [2022-03-12 07:18:28 main:574] : INFO : Epoch 1661 | loss: 0.0310407 | val_loss: 0.0312586 | Time: 3311.03 ms [2022-03-12 07:18:31 main:574] : INFO : Epoch 1662 | loss: 0.0310354 | val_loss: 0.0312501 | Time: 3310.31 ms [2022-03-12 07:18:34 main:574] : INFO : Epoch 1663 | loss: 0.0310344 | val_loss: 0.0312531 | Time: 3258.39 ms [2022-03-12 07:18:38 main:574] : INFO : Epoch 1664 | loss: 0.0310356 | val_loss: 0.0312518 | Time: 3294.08 ms [2022-03-12 07:18:41 main:574] : INFO : Epoch 1665 | loss: 0.0310315 | val_loss: 0.0312363 | Time: 3274.81 ms [2022-03-12 07:18:44 main:574] : INFO : Epoch 1666 | loss: 0.031034 | val_loss: 0.0312441 | Time: 3297.91 ms [2022-03-12 07:18:48 main:574] : INFO : Epoch 1667 | loss: 0.0310377 | val_loss: 0.0312691 | Time: 3313.59 ms [2022-03-12 07:18:51 main:574] : INFO : Epoch 1668 | loss: 0.0310355 | val_loss: 0.0312665 | Time: 3278.67 ms [2022-03-12 07:18:54 main:574] : INFO : Epoch 1669 | loss: 0.0310378 | val_loss: 0.0312402 | Time: 3309.12 ms [2022-03-12 07:18:57 main:574] : INFO : Epoch 1670 | loss: 0.0310377 | val_loss: 0.031241 | Time: 3273.79 ms [2022-03-12 07:19:01 main:574] : INFO : Epoch 1671 | loss: 0.0310413 | val_loss: 0.031263 | Time: 3287.36 ms [2022-03-12 07:19:04 main:574] : INFO : Epoch 1672 | loss: 0.0310394 | val_loss: 0.0312667 | Time: 3264.08 ms [2022-03-12 07:19:07 main:574] : INFO : Epoch 1673 | loss: 0.0310412 | val_loss: 0.0312546 | Time: 3277.56 ms [2022-03-12 07:19:11 main:574] : INFO : Epoch 1674 | loss: 0.0310313 | val_loss: 0.0312441 | Time: 3310.81 ms [2022-03-12 07:19:14 main:574] : INFO : Epoch 1675 | loss: 0.0310323 | val_loss: 0.031283 | Time: 3249.02 ms [2022-03-12 07:19:17 main:574] : INFO : Epoch 1676 | loss: 0.0310308 | val_loss: 0.0312552 | Time: 3292.67 ms [2022-03-12 07:19:21 main:574] : INFO : Epoch 1677 | loss: 0.0310371 | val_loss: 0.0312451 | Time: 3313.82 ms [2022-03-12 07:19:24 main:574] : INFO : Epoch 1678 | loss: 0.0310379 | val_loss: 0.0312603 | Time: 3257.76 ms [2022-03-12 07:19:27 main:574] : INFO : Epoch 1679 | loss: 0.0310383 | val_loss: 0.0312854 | Time: 3304.33 ms [2022-03-12 07:19:30 main:574] : INFO : Epoch 1680 | loss: 0.0310362 | val_loss: 0.0312878 | Time: 3239.45 ms [2022-03-12 07:19:34 main:574] : INFO : Epoch 1681 | loss: 0.0310615 | val_loss: 0.0312536 | Time: 3291.12 ms [2022-03-12 07:19:37 main:574] : INFO : Epoch 1682 | loss: 0.0310497 | val_loss: 0.0312411 | Time: 3261.82 ms [2022-03-12 07:19:40 main:574] : INFO : Epoch 1683 | loss: 0.0310501 | val_loss: 0.0312551 | Time: 3283.53 ms [2022-03-12 07:19:43 main:574] : INFO : Epoch 1684 | loss: 0.0310463 | val_loss: 0.0312433 | Time: 3307.04 ms [2022-03-12 07:19:47 main:574] : INFO : Epoch 1685 | loss: 0.031045 | val_loss: 0.0312765 | Time: 3263.41 ms [2022-03-12 07:19:50 main:574] : INFO : Epoch 1686 | loss: 0.0310363 | val_loss: 0.03127 | Time: 3313.95 ms [2022-03-12 07:19:53 main:574] : INFO : Epoch 1687 | loss: 0.0310348 | val_loss: 0.0312615 | Time: 3301.88 ms [2022-03-12 07:19:57 main:574] : INFO : Epoch 1688 | loss: 0.0310425 | val_loss: 0.0312471 | Time: 3301.05 ms [2022-03-12 07:20:00 main:574] : INFO : Epoch 1689 | loss: 0.0310369 | val_loss: 0.0312493 | Time: 3317.63 ms [2022-03-12 07:20:03 main:574] : INFO : Epoch 1690 | loss: 0.0310324 | val_loss: 0.0312462 | Time: 3308.32 ms [2022-03-12 07:20:07 main:574] : INFO : Epoch 1691 | loss: 0.0310346 | val_loss: 0.0312727 | Time: 3311.96 ms [2022-03-12 07:20:10 main:574] : INFO : Epoch 1692 | loss: 0.0310302 | val_loss: 0.0312597 | Time: 3280.38 ms [2022-03-12 07:20:13 main:574] : INFO : Epoch 1693 | loss: 0.0310309 | val_loss: 0.0312367 | Time: 3293.66 ms [2022-03-12 07:20:17 main:574] : INFO : Epoch 1694 | loss: 0.0310407 | val_loss: 0.0312775 | Time: 3302.24 ms [2022-03-12 07:20:20 main:574] : INFO : Epoch 1695 | loss: 0.0310355 | val_loss: 0.0312531 | Time: 3318.72 ms [2022-03-12 07:20:23 main:574] : INFO : Epoch 1696 | loss: 0.0310302 | val_loss: 0.0312565 | Time: 3317.32 ms [2022-03-12 07:20:26 main:574] : INFO : Epoch 1697 | loss: 0.0310304 | val_loss: 0.0312464 | Time: 3290.8 ms [2022-03-12 07:20:30 main:574] : INFO : Epoch 1698 | loss: 0.0310299 | val_loss: 0.0312685 | Time: 3256.01 ms [2022-03-12 07:20:33 main:574] : INFO : Epoch 1699 | loss: 0.0310341 | val_loss: 0.0312568 | Time: 3273.98 ms [2022-03-12 07:20:36 main:574] : INFO : Epoch 1700 | loss: 0.0310404 | val_loss: 0.0312605 | Time: 3265.47 ms [2022-03-12 07:20:40 main:574] : INFO : Epoch 1701 | loss: 0.0310325 | val_loss: 0.0312591 | Time: 3295.42 ms [2022-03-12 07:20:43 main:574] : INFO : Epoch 1702 | loss: 0.031034 | val_loss: 0.0312475 | Time: 3288.5 ms [2022-03-12 07:20:46 main:574] : INFO : Epoch 1703 | loss: 0.0310371 | val_loss: 0.0312641 | Time: 3308.31 ms [2022-03-12 07:20:49 main:574] : INFO : Epoch 1704 | loss: 0.0310366 | val_loss: 0.0312672 | Time: 3264.49 ms [2022-03-12 07:20:53 main:574] : INFO : Epoch 1705 | loss: 0.0310353 | val_loss: 0.0312293 | Time: 3327.93 ms [2022-03-12 07:20:56 main:574] : INFO : Epoch 1706 | loss: 0.0310367 | val_loss: 0.0312495 | Time: 3321.83 ms [2022-03-12 07:20:59 main:574] : INFO : Epoch 1707 | loss: 0.0310368 | val_loss: 0.031238 | Time: 3301.12 ms [2022-03-12 07:21:03 main:574] : INFO : Epoch 1708 | loss: 0.0310344 | val_loss: 0.0312426 | Time: 3280.53 ms [2022-03-12 07:21:06 main:574] : INFO : Epoch 1709 | loss: 0.0310293 | val_loss: 0.0312499 | Time: 3289.89 ms [2022-03-12 07:21:09 main:574] : INFO : Epoch 1710 | loss: 0.0310352 | val_loss: 0.0312619 | Time: 3294.7 ms [2022-03-12 07:21:13 main:574] : INFO : Epoch 1711 | loss: 0.0310423 | val_loss: 0.0312287 | Time: 3309.62 ms [2022-03-12 07:21:16 main:574] : INFO : Epoch 1712 | loss: 0.0310495 | val_loss: 0.0312569 | Time: 3303.42 ms [2022-03-12 07:21:19 main:574] : INFO : Epoch 1713 | loss: 0.0310377 | val_loss: 0.0312875 | Time: 3350.86 ms [2022-03-12 07:21:23 main:574] : INFO : Epoch 1714 | loss: 0.031033 | val_loss: 0.0312799 | Time: 3284.89 ms [2022-03-12 07:21:26 main:574] : INFO : Epoch 1715 | loss: 0.0310407 | val_loss: 0.0312322 | Time: 3272.68 ms [2022-03-12 07:21:29 main:574] : INFO : Epoch 1716 | loss: 0.0310409 | val_loss: 0.0312442 | Time: 3294.24 ms [2022-03-12 07:21:32 main:574] : INFO : Epoch 1717 | loss: 0.0310332 | val_loss: 0.0312502 | Time: 3294.1 ms [2022-03-12 07:21:36 main:574] : INFO : Epoch 1718 | loss: 0.0310382 | val_loss: 0.0312592 | Time: 3285.5 ms [2022-03-12 07:21:39 main:574] : INFO : Epoch 1719 | loss: 0.031036 | val_loss: 0.0312576 | Time: 3290.76 ms [2022-03-12 07:21:42 main:574] : INFO : Epoch 1720 | loss: 0.0310311 | val_loss: 0.0312622 | Time: 3265.96 ms [2022-03-12 07:21:46 main:574] : INFO : Epoch 1721 | loss: 0.0310434 | val_loss: 0.0312539 | Time: 3301.94 ms [2022-03-12 07:21:49 main:574] : INFO : Epoch 1722 | loss: 0.0310473 | val_loss: 0.0312659 | Time: 3298.73 ms [2022-03-12 07:21:52 main:574] : INFO : Epoch 1723 | loss: 0.0310355 | val_loss: 0.0312464 | Time: 3245.18 ms [2022-03-12 07:21:55 main:574] : INFO : Epoch 1724 | loss: 0.0310381 | val_loss: 0.0312345 | Time: 3342.11 ms [2022-03-12 07:21:59 main:574] : INFO : Epoch 1725 | loss: 0.0310324 | val_loss: 0.0312436 | Time: 3286.73 ms [2022-03-12 07:22:02 main:574] : INFO : Epoch 1726 | loss: 0.0310287 | val_loss: 0.0312538 | Time: 3334.72 ms [2022-03-12 07:22:05 main:574] : INFO : Epoch 1727 | loss: 0.0310363 | val_loss: 0.0312623 | Time: 3291.43 ms [2022-03-12 07:22:09 main:574] : INFO : Epoch 1728 | loss: 0.0310386 | val_loss: 0.0312526 | Time: 3300.66 ms [2022-03-12 07:22:12 main:574] : INFO : Epoch 1729 | loss: 0.0310373 | val_loss: 0.031269 | Time: 3261.18 ms [2022-03-12 07:22:15 main:574] : INFO : Epoch 1730 | loss: 0.0310339 | val_loss: 0.0312467 | Time: 3298.91 ms [2022-03-12 07:22:19 main:574] : INFO : Epoch 1731 | loss: 0.0310383 | val_loss: 0.0312617 | Time: 3258.88 ms [2022-03-12 07:22:22 main:574] : INFO : Epoch 1732 | loss: 0.0310373 | val_loss: 0.0312538 | Time: 3315.09 ms [2022-03-12 07:22:25 main:574] : INFO : Epoch 1733 | loss: 0.0310387 | val_loss: 0.0312741 | Time: 3293.8 ms [2022-03-12 07:22:28 main:574] : INFO : Epoch 1734 | loss: 0.0310279 | val_loss: 0.0312612 | Time: 3247.79 ms [2022-03-12 07:22:32 main:574] : INFO : Epoch 1735 | loss: 0.0310312 | val_loss: 0.0312657 | Time: 3280.86 ms [2022-03-12 07:22:35 main:574] : INFO : Epoch 1736 | loss: 0.0310316 | val_loss: 0.0312549 | Time: 3341.22 ms [2022-03-12 07:22:38 main:574] : INFO : Epoch 1737 | loss: 0.0310274 | val_loss: 0.0312664 | Time: 3268.08 ms [2022-03-12 07:22:42 main:574] : INFO : Epoch 1738 | loss: 0.0310299 | val_loss: 0.0312879 | Time: 3265.43 ms [2022-03-12 07:22:45 main:574] : INFO : Epoch 1739 | loss: 0.0310337 | val_loss: 0.0312571 | Time: 3266.98 ms [2022-03-12 07:22:48 main:574] : INFO : Epoch 1740 | loss: 0.0310348 | val_loss: 0.0312646 | Time: 3284.7 ms [2022-03-12 07:22:51 main:574] : INFO : Epoch 1741 | loss: 0.0310322 | val_loss: 0.031275 | Time: 3287.34 ms [2022-03-12 07:22:55 main:574] : INFO : Epoch 1742 | loss: 0.0310348 | val_loss: 0.0312467 | Time: 3292.28 ms [2022-03-12 07:22:58 main:574] : INFO : Epoch 1743 | loss: 0.0310255 | val_loss: 0.031262 | Time: 3303.68 ms [2022-03-12 07:23:01 main:574] : INFO : Epoch 1744 | loss: 0.0310267 | val_loss: 0.0312724 | Time: 3283.46 ms [2022-03-12 07:23:05 main:574] : INFO : Epoch 1745 | loss: 0.031028 | val_loss: 0.031272 | Time: 3300.3 ms [2022-03-12 07:23:08 main:574] : INFO : Epoch 1746 | loss: 0.0310318 | val_loss: 0.0312637 | Time: 3311.81 ms [2022-03-12 07:23:11 main:574] : INFO : Epoch 1747 | loss: 0.0310325 | val_loss: 0.0312342 | Time: 3286.55 ms [2022-03-12 07:23:14 main:574] : INFO : Epoch 1748 | loss: 0.0310421 | val_loss: 0.0312833 | Time: 3256.68 ms [2022-03-12 07:23:18 main:574] : INFO : Epoch 1749 | loss: 0.0310388 | val_loss: 0.0312405 | Time: 3288.28 ms [2022-03-12 07:23:21 main:574] : INFO : Epoch 1750 | loss: 0.0310378 | val_loss: 0.0312393 | Time: 3332.11 ms [2022-03-12 07:23:24 main:574] : INFO : Epoch 1751 | loss: 0.0310303 | val_loss: 0.0312623 | Time: 3307.87 ms [2022-03-12 07:23:28 main:574] : INFO : Epoch 1752 | loss: 0.0310315 | val_loss: 0.0312678 | Time: 3289.01 ms [2022-03-12 07:23:31 main:574] : INFO : Epoch 1753 | loss: 0.0310322 | val_loss: 0.0312521 | Time: 3262.88 ms [2022-03-12 07:23:34 main:574] : INFO : Epoch 1754 | loss: 0.0310382 | val_loss: 0.0312502 | Time: 3279.57 ms [2022-03-12 07:23:38 main:574] : INFO : Epoch 1755 | loss: 0.0310357 | val_loss: 0.0312405 | Time: 3281.02 ms [2022-03-12 07:23:41 main:574] : INFO : Epoch 1756 | loss: 0.0310337 | val_loss: 0.0312613 | Time: 3306.04 ms [2022-03-12 07:23:44 main:574] : INFO : Epoch 1757 | loss: 0.0310268 | val_loss: 0.0312584 | Time: 3289.5 ms [2022-03-12 07:23:47 main:574] : INFO : Epoch 1758 | loss: 0.0310361 | val_loss: 0.0312345 | Time: 3218.08 ms [2022-03-12 07:23:51 main:574] : INFO : Epoch 1759 | loss: 0.0310249 | val_loss: 0.0312477 | Time: 3252.14 ms [2022-03-12 07:23:54 main:574] : INFO : Epoch 1760 | loss: 0.0310274 | val_loss: 0.0312582 | Time: 3373.9 ms [2022-03-12 07:23:57 main:574] : INFO : Epoch 1761 | loss: 0.0310327 | val_loss: 0.0312671 | Time: 3315.36 ms [2022-03-12 07:24:01 main:574] : INFO : Epoch 1762 | loss: 0.0310269 | val_loss: 0.0312464 | Time: 3283.42 ms [2022-03-12 07:24:04 main:574] : INFO : Epoch 1763 | loss: 0.0310288 | val_loss: 0.0312699 | Time: 3341.74 ms [2022-03-12 07:24:07 main:574] : INFO : Epoch 1764 | loss: 0.0310318 | val_loss: 0.0312479 | Time: 3264.76 ms [2022-03-12 07:24:10 main:574] : INFO : Epoch 1765 | loss: 0.031038 | val_loss: 0.0312828 | Time: 3279.36 ms [2022-03-12 07:24:14 main:574] : INFO : Epoch 1766 | loss: 0.0310363 | val_loss: 0.0312476 | Time: 3267.75 ms [2022-03-12 07:24:17 main:574] : INFO : Epoch 1767 | loss: 0.0310456 | val_loss: 0.031275 | Time: 3259.02 ms [2022-03-12 07:24:20 main:574] : INFO : Epoch 1768 | loss: 0.0310367 | val_loss: 0.0312859 | Time: 3245.49 ms [2022-03-12 07:24:24 main:574] : INFO : Epoch 1769 | loss: 0.0310316 | val_loss: 0.0312832 | Time: 3343.96 ms [2022-03-12 07:24:27 main:574] : INFO : Epoch 1770 | loss: 0.0310347 | val_loss: 0.0312405 | Time: 3292.26 ms [2022-03-12 07:24:30 main:574] : INFO : Epoch 1771 | loss: 0.0310384 | val_loss: 0.0312264 | Time: 3282.04 ms [2022-03-12 07:24:34 main:574] : INFO : Epoch 1772 | loss: 0.0310344 | val_loss: 0.0312805 | Time: 3297.82 ms [2022-03-12 07:24:37 main:574] : INFO : Epoch 1773 | loss: 0.0310278 | val_loss: 0.0312459 | Time: 3257.31 ms [2022-03-12 07:24:40 main:574] : INFO : Epoch 1774 | loss: 0.0310284 | val_loss: 0.0312473 | Time: 3254.92 ms [2022-03-12 07:24:43 main:574] : INFO : Epoch 1775 | loss: 0.0310266 | val_loss: 0.0312419 | Time: 3333.04 ms [2022-03-12 07:24:47 main:574] : INFO : Epoch 1776 | loss: 0.0310416 | val_loss: 0.0312445 | Time: 3312.61 ms [2022-03-12 07:24:50 main:574] : INFO : Epoch 1777 | loss: 0.031038 | val_loss: 0.0312447 | Time: 3306.77 ms [2022-03-12 07:24:53 main:574] : INFO : Epoch 1778 | loss: 0.0310372 | val_loss: 0.0312561 | Time: 3290.99 ms [2022-03-12 07:24:57 main:574] : INFO : Epoch 1779 | loss: 0.031035 | val_loss: 0.031242 | Time: 3279.88 ms [2022-03-12 07:25:00 main:574] : INFO : Epoch 1780 | loss: 0.0310502 | val_loss: 0.0312219 | Time: 3259.24 ms [2022-03-12 07:25:03 main:574] : INFO : Epoch 1781 | loss: 0.0310716 | val_loss: 0.0312538 | Time: 3303.96 ms [2022-03-12 07:25:06 main:574] : INFO : Epoch 1782 | loss: 0.031048 | val_loss: 0.0312517 | Time: 3327.17 ms [2022-03-12 07:25:10 main:574] : INFO : Epoch 1783 | loss: 0.0310309 | val_loss: 0.0312541 | Time: 3318.74 ms [2022-03-12 07:25:13 main:574] : INFO : Epoch 1784 | loss: 0.0310249 | val_loss: 0.0312657 | Time: 3300.18 ms [2022-03-12 07:25:16 main:574] : INFO : Epoch 1785 | loss: 0.0310248 | val_loss: 0.0312806 | Time: 3281.59 ms [2022-03-12 07:25:20 main:574] : INFO : Epoch 1786 | loss: 0.0310256 | val_loss: 0.0312566 | Time: 3290.04 ms [2022-03-12 07:25:23 main:574] : INFO : Epoch 1787 | loss: 0.0310304 | val_loss: 0.0312536 | Time: 3292.09 ms [2022-03-12 07:25:26 main:574] : INFO : Epoch 1788 | loss: 0.0310278 | val_loss: 0.0312438 | Time: 3301.92 ms [2022-03-12 07:25:30 main:574] : INFO : Epoch 1789 | loss: 0.0310309 | val_loss: 0.0312366 | Time: 3310.07 ms [2022-03-12 07:25:33 main:574] : INFO : Epoch 1790 | loss: 0.0310247 | val_loss: 0.0312686 | Time: 3291.25 ms [2022-03-12 07:25:36 main:574] : INFO : Epoch 1791 | loss: 0.0310263 | val_loss: 0.0312474 | Time: 3260.16 ms [2022-03-12 07:25:39 main:574] : INFO : Epoch 1792 | loss: 0.0310355 | val_loss: 0.0312544 | Time: 3293.74 ms [2022-03-12 07:25:43 main:574] : INFO : Epoch 1793 | loss: 0.0310273 | val_loss: 0.0312636 | Time: 3273.73 ms [2022-03-12 07:25:46 main:574] : INFO : Epoch 1794 | loss: 0.0310262 | val_loss: 0.0312703 | Time: 3319.72 ms [2022-03-12 07:25:49 main:574] : INFO : Epoch 1795 | loss: 0.0310376 | val_loss: 0.0312323 | Time: 3259.22 ms [2022-03-12 07:25:53 main:574] : INFO : Epoch 1796 | loss: 0.031038 | val_loss: 0.0312705 | Time: 3325.35 ms [2022-03-12 07:25:56 main:574] : INFO : Epoch 1797 | loss: 0.0310278 | val_loss: 0.0312475 | Time: 3284.25 ms [2022-03-12 07:25:59 main:574] : INFO : Epoch 1798 | loss: 0.0310282 | val_loss: 0.0312595 | Time: 3202.26 ms [2022-03-12 07:26:02 main:574] : INFO : Epoch 1799 | loss: 0.0310291 | val_loss: 0.0312738 | Time: 3333.08 ms [2022-03-12 07:26:06 main:574] : INFO : Epoch 1800 | loss: 0.031028 | val_loss: 0.0312448 | Time: 3279.22 ms [2022-03-12 07:26:09 main:574] : INFO : Epoch 1801 | loss: 0.0310412 | val_loss: 0.0312348 | Time: 3286.91 ms [2022-03-12 07:26:12 main:574] : INFO : Epoch 1802 | loss: 0.0310499 | val_loss: 0.0312788 | Time: 3272.94 ms [2022-03-12 07:26:16 main:574] : INFO : Epoch 1803 | loss: 0.0310322 | val_loss: 0.031251 | Time: 3298.18 ms [2022-03-12 07:26:19 main:574] : INFO : Epoch 1804 | loss: 0.0310242 | val_loss: 0.0312595 | Time: 3260.65 ms [2022-03-12 07:26:22 main:574] : INFO : Epoch 1805 | loss: 0.0310294 | val_loss: 0.0312733 | Time: 3322.57 ms [2022-03-12 07:26:25 main:574] : INFO : Epoch 1806 | loss: 0.0310379 | val_loss: 0.0312465 | Time: 3237.88 ms [2022-03-12 07:26:29 main:574] : INFO : Epoch 1807 | loss: 0.0310338 | val_loss: 0.0312763 | Time: 3298.38 ms [2022-03-12 07:26:32 main:574] : INFO : Epoch 1808 | loss: 0.0310345 | val_loss: 0.0312588 | Time: 3302.94 ms [2022-03-12 07:26:35 main:574] : INFO : Epoch 1809 | loss: 0.031032 | val_loss: 0.0312549 | Time: 3319.25 ms [2022-03-12 07:26:39 main:574] : INFO : Epoch 1810 | loss: 0.0310338 | val_loss: 0.0312646 | Time: 3295.95 ms [2022-03-12 07:26:42 main:574] : INFO : Epoch 1811 | loss: 0.0310357 | val_loss: 0.0312657 | Time: 3291.75 ms [2022-03-12 07:26:45 main:574] : INFO : Epoch 1812 | loss: 0.0310298 | val_loss: 0.0312395 | Time: 3290.36 ms [2022-03-12 07:26:49 main:574] : INFO : Epoch 1813 | loss: 0.0310281 | val_loss: 0.0312356 | Time: 3272.68 ms [2022-03-12 07:26:52 main:574] : INFO : Epoch 1814 | loss: 0.0310366 | val_loss: 0.031248 | Time: 3282.1 ms [2022-03-12 07:26:55 main:574] : INFO : Epoch 1815 | loss: 0.0310312 | val_loss: 0.0312599 | Time: 3237.03 ms [2022-03-12 07:26:58 main:574] : INFO : Epoch 1816 | loss: 0.0310377 | val_loss: 0.0312443 | Time: 3298.77 ms [2022-03-12 07:27:02 main:574] : INFO : Epoch 1817 | loss: 0.0310454 | val_loss: 0.0312584 | Time: 3319.34 ms [2022-03-12 07:27:05 main:574] : INFO : Epoch 1818 | loss: 0.0310366 | val_loss: 0.0312412 | Time: 3272.77 ms [2022-03-12 07:27:08 main:574] : INFO : Epoch 1819 | loss: 0.0310519 | val_loss: 0.031234 | Time: 3319.89 ms [2022-03-12 07:27:12 main:574] : INFO : Epoch 1820 | loss: 0.031051 | val_loss: 0.0312516 | Time: 3275.19 ms [2022-03-12 07:27:15 main:574] : INFO : Epoch 1821 | loss: 0.0310376 | val_loss: 0.0312243 | Time: 3289.3 ms [2022-03-12 07:27:18 main:574] : INFO : Epoch 1822 | loss: 0.0310355 | val_loss: 0.0312473 | Time: 3278.51 ms [2022-03-12 07:27:21 main:574] : INFO : Epoch 1823 | loss: 0.0310291 | val_loss: 0.0312462 | Time: 3289.83 ms [2022-03-12 07:27:25 main:574] : INFO : Epoch 1824 | loss: 0.0310252 | val_loss: 0.0312449 | Time: 3308.92 ms [2022-03-12 07:27:28 main:574] : INFO : Epoch 1825 | loss: 0.0310224 | val_loss: 0.0312802 | Time: 3303.1 ms [2022-03-12 07:27:31 main:574] : INFO : Epoch 1826 | loss: 0.0310304 | val_loss: 0.0312565 | Time: 3293.06 ms [2022-03-12 07:27:35 main:574] : INFO : Epoch 1827 | loss: 0.031031 | val_loss: 0.0312578 | Time: 3271.98 ms [2022-03-12 07:27:38 main:574] : INFO : Epoch 1828 | loss: 0.0310253 | val_loss: 0.0312385 | Time: 3290.34 ms [2022-03-12 07:27:41 main:574] : INFO : Epoch 1829 | loss: 0.0310305 | val_loss: 0.0312462 | Time: 3297.95 ms [2022-03-12 07:27:45 main:574] : INFO : Epoch 1830 | loss: 0.0310374 | val_loss: 0.0312309 | Time: 3321.13 ms [2022-03-12 07:27:48 main:574] : INFO : Epoch 1831 | loss: 0.0310567 | val_loss: 0.0312495 | Time: 3257.18 ms [2022-03-12 07:27:51 main:574] : INFO : Epoch 1832 | loss: 0.03104 | val_loss: 0.0312496 | Time: 3342.66 ms [2022-03-12 07:27:54 main:574] : INFO : Epoch 1833 | loss: 0.0310338 | val_loss: 0.0312766 | Time: 3252.53 ms [2022-03-12 07:27:58 main:574] : INFO : Epoch 1834 | loss: 0.0310618 | val_loss: 0.0312172 | Time: 3306.35 ms [2022-03-12 07:28:01 main:574] : INFO : Epoch 1835 | loss: 0.031078 | val_loss: 0.0312554 | Time: 3280.22 ms [2022-03-12 07:28:04 main:574] : INFO : Epoch 1836 | loss: 0.03105 | val_loss: 0.031253 | Time: 3277.26 ms [2022-03-12 07:28:08 main:574] : INFO : Epoch 1837 | loss: 0.0310336 | val_loss: 0.031233 | Time: 3265.73 ms [2022-03-12 07:28:11 main:574] : INFO : Epoch 1838 | loss: 0.0310267 | val_loss: 0.0312575 | Time: 3330.03 ms [2022-03-12 07:28:14 main:574] : INFO : Epoch 1839 | loss: 0.031029 | val_loss: 0.0312833 | Time: 3278.46 ms [2022-03-12 07:28:17 main:574] : INFO : Epoch 1840 | loss: 0.0310263 | val_loss: 0.0312863 | Time: 3267.74 ms [2022-03-12 07:28:21 main:574] : INFO : Epoch 1841 | loss: 0.0310383 | val_loss: 0.0312369 | Time: 3270.13 ms [2022-03-12 07:28:24 main:574] : INFO : Epoch 1842 | loss: 0.0310322 | val_loss: 0.0312792 | Time: 3309.26 ms [2022-03-12 07:28:27 main:574] : INFO : Epoch 1843 | loss: 0.0310188 | val_loss: 0.0312504 | Time: 3338.58 ms [2022-03-12 07:28:31 main:574] : INFO : Epoch 1844 | loss: 0.0310299 | val_loss: 0.0312312 | Time: 3261.2 ms [2022-03-12 07:28:34 main:574] : INFO : Epoch 1845 | loss: 0.0310246 | val_loss: 0.031272 | Time: 3245.16 ms [2022-03-12 07:28:37 main:574] : INFO : Epoch 1846 | loss: 0.031021 | val_loss: 0.0312534 | Time: 3302.54 ms [2022-03-12 07:28:41 main:574] : INFO : Epoch 1847 | loss: 0.0310262 | val_loss: 0.0312951 | Time: 3287.17 ms [2022-03-12 07:28:44 main:574] : INFO : Epoch 1848 | loss: 0.0310451 | val_loss: 0.0312631 | Time: 3300.09 ms [2022-03-12 07:28:47 main:574] : INFO : Epoch 1849 | loss: 0.0310544 | val_loss: 0.0312382 | Time: 3285.45 ms [2022-03-12 07:28:50 main:574] : INFO : Epoch 1850 | loss: 0.0310457 | val_loss: 0.0312803 | Time: 3322.55 ms [2022-03-12 07:28:54 main:574] : INFO : Epoch 1851 | loss: 0.0310335 | val_loss: 0.0312403 | Time: 3305.18 ms [2022-03-12 07:28:57 main:574] : INFO : Epoch 1852 | loss: 0.0310305 | val_loss: 0.0312557 | Time: 3289.15 ms [2022-03-12 07:29:00 main:574] : INFO : Epoch 1853 | loss: 0.0310256 | val_loss: 0.0312599 | Time: 3263.45 ms [2022-03-12 07:29:04 main:574] : INFO : Epoch 1854 | loss: 0.0310271 | val_loss: 0.0312346 | Time: 3325.9 ms [2022-03-12 07:29:07 main:574] : INFO : Epoch 1855 | loss: 0.0310366 | val_loss: 0.0312577 | Time: 3269.13 ms [2022-03-12 07:29:10 main:574] : INFO : Epoch 1856 | loss: 0.0310283 | val_loss: 0.0312527 | Time: 3259.65 ms [2022-03-12 07:29:13 main:574] : INFO : Epoch 1857 | loss: 0.0310332 | val_loss: 0.0312628 | Time: 3306.1 ms [2022-03-12 07:29:17 main:574] : INFO : Epoch 1858 | loss: 0.031022 | val_loss: 0.0312563 | Time: 3279.86 ms [2022-03-12 07:29:20 main:574] : INFO : Epoch 1859 | loss: 0.0310296 | val_loss: 0.031245 | Time: 3294.57 ms [2022-03-12 07:29:23 main:574] : INFO : Epoch 1860 | loss: 0.0310236 | val_loss: 0.0312578 | Time: 3298.32 ms [2022-03-12 07:29:27 main:574] : INFO : Epoch 1861 | loss: 0.0310257 | val_loss: 0.0312539 | Time: 3276.91 ms [2022-03-12 07:29:30 main:574] : INFO : Epoch 1862 | loss: 0.0310322 | val_loss: 0.0312765 | Time: 3242.32 ms [2022-03-12 07:29:33 main:574] : INFO : Epoch 1863 | loss: 0.0310336 | val_loss: 0.0312818 | Time: 3227.02 ms [2022-03-12 07:29:36 main:574] : INFO : Epoch 1864 | loss: 0.0310305 | val_loss: 0.0312467 | Time: 3248.1 ms [2022-03-12 07:29:40 main:574] : INFO : Epoch 1865 | loss: 0.0310232 | val_loss: 0.0312511 | Time: 3329.52 ms [2022-03-12 07:29:43 main:574] : INFO : Epoch 1866 | loss: 0.0310345 | val_loss: 0.0312619 | Time: 3246.96 ms [2022-03-12 07:29:46 main:574] : INFO : Epoch 1867 | loss: 0.031028 | val_loss: 0.0312388 | Time: 3273.95 ms [2022-03-12 07:29:49 main:574] : INFO : Epoch 1868 | loss: 0.0310272 | val_loss: 0.0312542 | Time: 3227.92 ms [2022-03-12 07:29:53 main:574] : INFO : Epoch 1869 | loss: 0.0310264 | val_loss: 0.0312563 | Time: 3316.34 ms [2022-03-12 07:29:56 main:574] : INFO : Epoch 1870 | loss: 0.0310289 | val_loss: 0.0312619 | Time: 3334.59 ms [2022-03-12 07:29:59 main:574] : INFO : Epoch 1871 | loss: 0.0310246 | val_loss: 0.0312871 | Time: 3281.96 ms [2022-03-12 07:30:03 main:574] : INFO : Epoch 1872 | loss: 0.0310294 | val_loss: 0.0312873 | Time: 3311.48 ms [2022-03-12 07:30:06 main:574] : INFO : Epoch 1873 | loss: 0.0310269 | val_loss: 0.0312557 | Time: 3311.19 ms [2022-03-12 07:30:09 main:574] : INFO : Epoch 1874 | loss: 0.031028 | val_loss: 0.0312723 | Time: 3280.68 ms [2022-03-12 07:30:13 main:574] : INFO : Epoch 1875 | loss: 0.0310283 | val_loss: 0.0312519 | Time: 3279.09 ms [2022-03-12 07:30:16 main:574] : INFO : Epoch 1876 | loss: 0.0310293 | val_loss: 0.0312399 | Time: 3252.58 ms [2022-03-12 07:30:19 main:574] : INFO : Epoch 1877 | loss: 0.0310219 | val_loss: 0.0312689 | Time: 3297.88 ms [2022-03-12 07:30:22 main:574] : INFO : Epoch 1878 | loss: 0.0310287 | val_loss: 0.031255 | Time: 3324.02 ms [2022-03-12 07:30:26 main:574] : INFO : Epoch 1879 | loss: 0.0310295 | val_loss: 0.0312411 | Time: 3260.99 ms [2022-03-12 07:30:29 main:574] : INFO : Epoch 1880 | loss: 0.0310204 | val_loss: 0.0312395 | Time: 3315.44 ms [2022-03-12 07:30:32 main:574] : INFO : Epoch 1881 | loss: 0.0310202 | val_loss: 0.031249 | Time: 3342.55 ms [2022-03-12 07:30:36 main:574] : INFO : Epoch 1882 | loss: 0.031017 | val_loss: 0.0312461 | Time: 3312.55 ms [2022-03-12 07:30:39 main:574] : INFO : Epoch 1883 | loss: 0.0310166 | val_loss: 0.0312888 | Time: 3244.89 ms [2022-03-12 07:30:42 main:574] : INFO : Epoch 1884 | loss: 0.0310253 | val_loss: 0.0312753 | Time: 3246.58 ms [2022-03-12 07:30:46 main:574] : INFO : Epoch 1885 | loss: 0.0310298 | val_loss: 0.0312444 | Time: 3307.7 ms [2022-03-12 07:30:49 main:574] : INFO : Epoch 1886 | loss: 0.0310388 | val_loss: 0.0312669 | Time: 3289.16 ms [2022-03-12 07:30:52 main:574] : INFO : Epoch 1887 | loss: 0.0310353 | val_loss: 0.0312818 | Time: 3291.64 ms [2022-03-12 07:30:55 main:574] : INFO : Epoch 1888 | loss: 0.0310336 | val_loss: 0.0312511 | Time: 3234.42 ms [2022-03-12 07:30:59 main:574] : INFO : Epoch 1889 | loss: 0.0310319 | val_loss: 0.0312712 | Time: 3352.67 ms [2022-03-12 07:31:02 main:574] : INFO : Epoch 1890 | loss: 0.0310235 | val_loss: 0.0312576 | Time: 3291.27 ms [2022-03-12 07:31:05 main:574] : INFO : Epoch 1891 | loss: 0.0310255 | val_loss: 0.0312488 | Time: 3326.47 ms [2022-03-12 07:31:09 main:574] : INFO : Epoch 1892 | loss: 0.0310244 | val_loss: 0.0312631 | Time: 3266.29 ms [2022-03-12 07:31:12 main:574] : INFO : Epoch 1893 | loss: 0.0310185 | val_loss: 0.0312537 | Time: 3346.28 ms [2022-03-12 07:31:15 main:574] : INFO : Epoch 1894 | loss: 0.0310189 | val_loss: 0.0312712 | Time: 3304.11 ms [2022-03-12 07:31:19 main:574] : INFO : Epoch 1895 | loss: 0.031029 | val_loss: 0.0312499 | Time: 3327.26 ms [2022-03-12 07:31:22 main:574] : INFO : Epoch 1896 | loss: 0.0310358 | val_loss: 0.0312262 | Time: 3314.89 ms [2022-03-12 07:31:25 main:574] : INFO : Epoch 1897 | loss: 0.0310349 | val_loss: 0.0312611 | Time: 3279.69 ms [2022-03-12 07:31:29 main:574] : INFO : Epoch 1898 | loss: 0.0310272 | val_loss: 0.0312485 | Time: 3324.66 ms [2022-03-12 07:31:32 main:574] : INFO : Epoch 1899 | loss: 0.0310271 | val_loss: 0.0312414 | Time: 3242.61 ms [2022-03-12 07:31:35 main:574] : INFO : Epoch 1900 | loss: 0.0310236 | val_loss: 0.031266 | Time: 3272.11 ms [2022-03-12 07:31:38 main:574] : INFO : Epoch 1901 | loss: 0.031026 | val_loss: 0.0312668 | Time: 3276.34 ms [2022-03-12 07:31:42 main:574] : INFO : Epoch 1902 | loss: 0.0310262 | val_loss: 0.0312509 | Time: 3273.33 ms [2022-03-12 07:31:45 main:574] : INFO : Epoch 1903 | loss: 0.031027 | val_loss: 0.031275 | Time: 3298.1 ms [2022-03-12 07:31:48 main:574] : INFO : Epoch 1904 | loss: 0.0310285 | val_loss: 0.0312523 | Time: 3281.05 ms [2022-03-12 07:31:51 main:574] : INFO : Epoch 1905 | loss: 0.0310249 | val_loss: 0.0312381 | Time: 3275.44 ms [2022-03-12 07:31:55 main:574] : INFO : Epoch 1906 | loss: 0.0310326 | val_loss: 0.0312482 | Time: 3280.4 ms [2022-03-12 07:31:58 main:574] : INFO : Epoch 1907 | loss: 0.0310266 | val_loss: 0.0312703 | Time: 3318.32 ms [2022-03-12 07:32:01 main:574] : INFO : Epoch 1908 | loss: 0.0310275 | val_loss: 0.0312728 | Time: 3298.57 ms [2022-03-12 07:32:05 main:574] : INFO : Epoch 1909 | loss: 0.0310261 | val_loss: 0.0312498 | Time: 3331.68 ms [2022-03-12 07:32:08 main:574] : INFO : Epoch 1910 | loss: 0.0310296 | val_loss: 0.0312477 | Time: 3313.6 ms [2022-03-12 07:32:11 main:574] : INFO : Epoch 1911 | loss: 0.0310281 | val_loss: 0.0312428 | Time: 3272.25 ms [2022-03-12 07:32:15 main:574] : INFO : Epoch 1912 | loss: 0.0310208 | val_loss: 0.0312306 | Time: 3291.82 ms [2022-03-12 07:32:18 main:574] : INFO : Epoch 1913 | loss: 0.0310251 | val_loss: 0.0312839 | Time: 3277.55 ms [2022-03-12 07:32:21 main:574] : INFO : Epoch 1914 | loss: 0.031021 | val_loss: 0.0312487 | Time: 3251 ms [2022-03-12 07:32:24 main:574] : INFO : Epoch 1915 | loss: 0.0310294 | val_loss: 0.0312847 | Time: 3304.42 ms [2022-03-12 07:32:28 main:574] : INFO : Epoch 1916 | loss: 0.0310288 | val_loss: 0.0312249 | Time: 3306.24 ms [2022-03-12 07:32:31 main:574] : INFO : Epoch 1917 | loss: 0.0310301 | val_loss: 0.0312458 | Time: 3268.62 ms [2022-03-12 07:32:34 main:574] : INFO : Epoch 1918 | loss: 0.031029 | val_loss: 0.03126 | Time: 3279.23 ms [2022-03-12 07:32:38 main:574] : INFO : Epoch 1919 | loss: 0.0310343 | val_loss: 0.0312526 | Time: 3290.3 ms [2022-03-12 07:32:41 main:574] : INFO : Epoch 1920 | loss: 0.0310296 | val_loss: 0.031246 | Time: 3255.92 ms [2022-03-12 07:32:44 main:574] : INFO : Epoch 1921 | loss: 0.0310236 | val_loss: 0.0312687 | Time: 3271.88 ms [2022-03-12 07:32:47 main:574] : INFO : Epoch 1922 | loss: 0.0310276 | val_loss: 0.0312456 | Time: 3293.14 ms [2022-03-12 07:32:51 main:574] : INFO : Epoch 1923 | loss: 0.0310275 | val_loss: 0.0312624 | Time: 3266.58 ms [2022-03-12 07:32:54 main:574] : INFO : Epoch 1924 | loss: 0.031036 | val_loss: 0.0312646 | Time: 3294.22 ms [2022-03-12 07:32:57 main:574] : INFO : Epoch 1925 | loss: 0.031024 | val_loss: 0.0312493 | Time: 3269.97 ms [2022-03-12 07:33:01 main:574] : INFO : Epoch 1926 | loss: 0.0310275 | val_loss: 0.0312539 | Time: 3298 ms [2022-03-12 07:33:04 main:574] : INFO : Epoch 1927 | loss: 0.031025 | val_loss: 0.0312703 | Time: 3289.42 ms [2022-03-12 07:33:07 main:574] : INFO : Epoch 1928 | loss: 0.0310321 | val_loss: 0.0312524 | Time: 3297.84 ms [2022-03-12 07:33:10 main:574] : INFO : Epoch 1929 | loss: 0.0310264 | val_loss: 0.0312536 | Time: 3269.49 ms [2022-03-12 07:33:14 main:574] : INFO : Epoch 1930 | loss: 0.0310288 | val_loss: 0.0312576 | Time: 3239.4 ms [2022-03-12 07:33:17 main:574] : INFO : Epoch 1931 | loss: 0.0310238 | val_loss: 0.0312551 | Time: 3281.59 ms [2022-03-12 07:33:20 main:574] : INFO : Epoch 1932 | loss: 0.0310164 | val_loss: 0.0312533 | Time: 3263.29 ms [2022-03-12 07:33:24 main:574] : INFO : Epoch 1933 | loss: 0.0310188 | val_loss: 0.0312902 | Time: 3276.46 ms [2022-03-12 07:33:27 main:574] : INFO : Epoch 1934 | loss: 0.0310235 | val_loss: 0.0312651 | Time: 3249.76 ms [2022-03-12 07:33:30 main:574] : INFO : Epoch 1935 | loss: 0.0310248 | val_loss: 0.031245 | Time: 3240.31 ms [2022-03-12 07:33:33 main:574] : INFO : Epoch 1936 | loss: 0.0310255 | val_loss: 0.0312397 | Time: 3303.08 ms [2022-03-12 07:33:37 main:574] : INFO : Epoch 1937 | loss: 0.0310254 | val_loss: 0.0312479 | Time: 3342.81 ms [2022-03-12 07:33:40 main:574] : INFO : Epoch 1938 | loss: 0.0310278 | val_loss: 0.0312503 | Time: 3334.55 ms [2022-03-12 07:33:43 main:574] : INFO : Epoch 1939 | loss: 0.0310304 | val_loss: 0.0312726 | Time: 3281.25 ms [2022-03-12 07:33:47 main:574] : INFO : Epoch 1940 | loss: 0.0310263 | val_loss: 0.0312726 | Time: 3238.33 ms [2022-03-12 07:33:50 main:574] : INFO : Epoch 1941 | loss: 0.0310191 | val_loss: 0.0312711 | Time: 3302.41 ms [2022-03-12 07:33:53 main:574] : INFO : Epoch 1942 | loss: 0.0310219 | val_loss: 0.0312525 | Time: 3250.88 ms [2022-03-12 07:33:56 main:574] : INFO : Epoch 1943 | loss: 0.0310275 | val_loss: 0.0312828 | Time: 3313.32 ms [2022-03-12 07:34:00 main:574] : INFO : Epoch 1944 | loss: 0.0310357 | val_loss: 0.0312624 | Time: 3264.88 ms [2022-03-12 07:34:03 main:574] : INFO : Epoch 1945 | loss: 0.0310188 | val_loss: 0.0312776 | Time: 3325.38 ms [2022-03-12 07:34:06 main:574] : INFO : Epoch 1946 | loss: 0.0310201 | val_loss: 0.0312335 | Time: 3300.53 ms [2022-03-12 07:34:10 main:574] : INFO : Epoch 1947 | loss: 0.0310304 | val_loss: 0.0312434 | Time: 3290.18 ms [2022-03-12 07:34:13 main:574] : INFO : Epoch 1948 | loss: 0.0310261 | val_loss: 0.0312713 | Time: 3285.59 ms [2022-03-12 07:34:16 main:574] : INFO : Epoch 1949 | loss: 0.031026 | val_loss: 0.0312637 | Time: 3269.86 ms [2022-03-12 07:34:19 main:574] : INFO : Epoch 1950 | loss: 0.0310264 | val_loss: 0.0312607 | Time: 3269.58 ms [2022-03-12 07:34:23 main:574] : INFO : Epoch 1951 | loss: 0.0310316 | val_loss: 0.0312444 | Time: 3305.49 ms [2022-03-12 07:34:26 main:574] : INFO : Epoch 1952 | loss: 0.0310336 | val_loss: 0.0312358 | Time: 3282.79 ms [2022-03-12 07:34:29 main:574] : INFO : Epoch 1953 | loss: 0.0310242 | val_loss: 0.0312802 | Time: 3301.31 ms [2022-03-12 07:34:33 main:574] : INFO : Epoch 1954 | loss: 0.0310308 | val_loss: 0.0312672 | Time: 3281.36 ms [2022-03-12 07:34:36 main:574] : INFO : Epoch 1955 | loss: 0.0310341 | val_loss: 0.0312852 | Time: 3290.71 ms [2022-03-12 07:34:39 main:574] : INFO : Epoch 1956 | loss: 0.0310201 | val_loss: 0.0312477 | Time: 3257.52 ms [2022-03-12 07:34:42 main:574] : INFO : Epoch 1957 | loss: 0.0310301 | val_loss: 0.0312511 | Time: 3282.31 ms [2022-03-12 07:34:46 main:574] : INFO : Epoch 1958 | loss: 0.0310379 | val_loss: 0.0312455 | Time: 3289.43 ms [2022-03-12 07:34:49 main:574] : INFO : Epoch 1959 | loss: 0.0310279 | val_loss: 0.0312815 | Time: 3273.22 ms [2022-03-12 07:34:52 main:574] : INFO : Epoch 1960 | loss: 0.0310457 | val_loss: 0.0312355 | Time: 3287.7 ms [2022-03-12 07:34:56 main:574] : INFO : Epoch 1961 | loss: 0.0310383 | val_loss: 0.0312418 | Time: 3255.57 ms [2022-03-12 07:34:59 main:574] : INFO : Epoch 1962 | loss: 0.0310252 | val_loss: 0.0312772 | Time: 3358.35 ms [2022-03-12 07:35:02 main:574] : INFO : Epoch 1963 | loss: 0.0310263 | val_loss: 0.031269 | Time: 3334.69 ms [2022-03-12 07:35:06 main:574] : INFO : Epoch 1964 | loss: 0.031026 | val_loss: 0.0312762 | Time: 3299.67 ms [2022-03-12 07:35:09 main:574] : INFO : Epoch 1965 | loss: 0.0310203 | val_loss: 0.0312525 | Time: 3304.56 ms [2022-03-12 07:35:12 main:574] : INFO : Epoch 1966 | loss: 0.0310193 | val_loss: 0.0312684 | Time: 3275.85 ms [2022-03-12 07:35:15 main:574] : INFO : Epoch 1967 | loss: 0.0310144 | val_loss: 0.0312768 | Time: 3285.09 ms [2022-03-12 07:35:19 main:574] : INFO : Epoch 1968 | loss: 0.0310202 | val_loss: 0.0312782 | Time: 3251.84 ms [2022-03-12 07:35:22 main:574] : INFO : Epoch 1969 | loss: 0.0310147 | val_loss: 0.0312622 | Time: 3268.26 ms [2022-03-12 07:35:25 main:574] : INFO : Epoch 1970 | loss: 0.0310288 | val_loss: 0.0312365 | Time: 3248.94 ms [2022-03-12 07:35:29 main:574] : INFO : Epoch 1971 | loss: 0.0310308 | val_loss: 0.031281 | Time: 3269.41 ms [2022-03-12 07:35:32 main:574] : INFO : Epoch 1972 | loss: 0.0310145 | val_loss: 0.0312587 | Time: 3323.9 ms [2022-03-12 07:35:35 main:574] : INFO : Epoch 1973 | loss: 0.0310136 | val_loss: 0.0312963 | Time: 3307.38 ms [2022-03-12 07:35:38 main:574] : INFO : Epoch 1974 | loss: 0.0310168 | val_loss: 0.0312715 | Time: 3311.31 ms [2022-03-12 07:35:42 main:574] : INFO : Epoch 1975 | loss: 0.0310217 | val_loss: 0.031255 | Time: 3292.49 ms [2022-03-12 07:35:45 main:574] : INFO : Epoch 1976 | loss: 0.0310217 | val_loss: 0.031252 | Time: 3288.19 ms [2022-03-12 07:35:48 main:574] : INFO : Epoch 1977 | loss: 0.031011 | val_loss: 0.0312746 | Time: 3300.27 ms [2022-03-12 07:35:52 main:574] : INFO : Epoch 1978 | loss: 0.0310183 | val_loss: 0.0312525 | Time: 3265.2 ms [2022-03-12 07:35:55 main:574] : INFO : Epoch 1979 | loss: 0.0310233 | val_loss: 0.0312371 | Time: 3274.29 ms [2022-03-12 07:35:58 main:574] : INFO : Epoch 1980 | loss: 0.0310259 | val_loss: 0.0312662 | Time: 3301.54 ms [2022-03-12 07:36:02 main:574] : INFO : Epoch 1981 | loss: 0.0310228 | val_loss: 0.0312637 | Time: 3313.03 ms [2022-03-12 07:36:05 main:574] : INFO : Epoch 1982 | loss: 0.0310206 | val_loss: 0.0312704 | Time: 3076.98 ms [2022-03-12 07:36:07 main:574] : INFO : Epoch 1983 | loss: 0.0310221 | val_loss: 0.0312502 | Time: 2260.48 ms [2022-03-12 07:36:09 main:574] : INFO : Epoch 1984 | loss: 0.0310132 | val_loss: 0.0312717 | Time: 2516.33 ms [2022-03-12 07:36:12 main:574] : INFO : Epoch 1985 | loss: 0.0310131 | val_loss: 0.0312553 | Time: 2436.34 ms [2022-03-12 07:36:14 main:574] : INFO : Epoch 1986 | loss: 0.031017 | val_loss: 0.031256 | Time: 2430.23 ms [2022-03-12 07:36:17 main:574] : INFO : Epoch 1987 | loss: 0.0310162 | val_loss: 0.0312569 | Time: 2433.83 ms [2022-03-12 07:36:20 main:574] : INFO : Epoch 1988 | loss: 0.0310216 | val_loss: 0.0312515 | Time: 3024.11 ms [2022-03-12 07:36:23 main:574] : INFO : Epoch 1989 | loss: 0.0310186 | val_loss: 0.031256 | Time: 3275.42 ms [2022-03-12 07:36:26 main:574] : INFO : Epoch 1990 | loss: 0.0310193 | val_loss: 0.0312472 | Time: 3292.1 ms [2022-03-12 07:36:30 main:574] : INFO : Epoch 1991 | loss: 0.0310207 | val_loss: 0.0312553 | Time: 3301.74 ms [2022-03-12 07:36:33 main:574] : INFO : Epoch 1992 | loss: 0.0310198 | val_loss: 0.0312493 | Time: 3294.15 ms [2022-03-12 07:36:36 main:574] : INFO : Epoch 1993 | loss: 0.0310228 | val_loss: 0.0312497 | Time: 3329.71 ms [2022-03-12 07:36:40 main:574] : INFO : Epoch 1994 | loss: 0.0310165 | val_loss: 0.0312524 | Time: 3290.44 ms [2022-03-12 07:36:43 main:574] : INFO : Epoch 1995 | loss: 0.0310141 | val_loss: 0.0312677 | Time: 3327.5 ms [2022-03-12 07:36:46 main:574] : INFO : Epoch 1996 | loss: 0.0310213 | val_loss: 0.0312551 | Time: 3297.1 ms [2022-03-12 07:36:49 main:574] : INFO : Epoch 1997 | loss: 0.0310275 | val_loss: 0.0312458 | Time: 3263.54 ms [2022-03-12 07:36:53 main:574] : INFO : Epoch 1998 | loss: 0.0310188 | val_loss: 0.0312778 | Time: 3283.96 ms [2022-03-12 07:36:56 main:574] : INFO : Epoch 1999 | loss: 0.0310213 | val_loss: 0.0312672 | Time: 3319.22 ms [2022-03-12 07:36:59 main:574] : INFO : Epoch 2000 | loss: 0.0310212 | val_loss: 0.0312475 | Time: 3296.48 ms [2022-03-12 07:37:03 main:574] : INFO : Epoch 2001 | loss: 0.0310201 | val_loss: 0.0312608 | Time: 3257.17 ms [2022-03-12 07:37:06 main:574] : INFO : Epoch 2002 | loss: 0.0310238 | val_loss: 0.0312731 | Time: 3309.37 ms [2022-03-12 07:37:09 main:574] : INFO : Epoch 2003 | loss: 0.0310255 | val_loss: 0.0312483 | Time: 3280.07 ms [2022-03-12 07:37:13 main:574] : INFO : Epoch 2004 | loss: 0.0310424 | val_loss: 0.0312337 | Time: 3264.73 ms [2022-03-12 07:37:16 main:574] : INFO : Epoch 2005 | loss: 0.0310406 | val_loss: 0.0312626 | Time: 3345.24 ms [2022-03-12 07:37:19 main:574] : INFO : Epoch 2006 | loss: 0.0310311 | val_loss: 0.0312509 | Time: 3306.48 ms [2022-03-12 07:37:23 main:574] : INFO : Epoch 2007 | loss: 0.0310255 | val_loss: 0.0312455 | Time: 3330.56 ms [2022-03-12 07:37:26 main:574] : INFO : Epoch 2008 | loss: 0.0310227 | val_loss: 0.0312565 | Time: 3284.3 ms [2022-03-12 07:37:29 main:574] : INFO : Epoch 2009 | loss: 0.0310248 | val_loss: 0.0312796 | Time: 3284.42 ms [2022-03-12 07:37:32 main:574] : INFO : Epoch 2010 | loss: 0.0310191 | val_loss: 0.0312936 | Time: 3331.67 ms [2022-03-12 07:37:36 main:574] : INFO : Epoch 2011 | loss: 0.0310199 | val_loss: 0.031275 | Time: 3290.81 ms [2022-03-12 07:37:39 main:574] : INFO : Epoch 2012 | loss: 0.0310407 | val_loss: 0.031264 | Time: 3271.68 ms [2022-03-12 07:37:42 main:574] : INFO : Epoch 2013 | loss: 0.0310294 | val_loss: 0.0312545 | Time: 3249.14 ms [2022-03-12 07:37:46 main:574] : INFO : Epoch 2014 | loss: 0.0310234 | val_loss: 0.0312525 | Time: 3268.14 ms [2022-03-12 07:37:49 main:574] : INFO : Epoch 2015 | loss: 0.0310239 | val_loss: 0.0313076 | Time: 3291.96 ms [2022-03-12 07:37:52 main:574] : INFO : Epoch 2016 | loss: 0.031024 | val_loss: 0.0312876 | Time: 3301.61 ms [2022-03-12 07:37:55 main:574] : INFO : Epoch 2017 | loss: 0.0310294 | val_loss: 0.0312838 | Time: 3287.1 ms [2022-03-12 07:37:59 main:574] : INFO : Epoch 2018 | loss: 0.0310286 | val_loss: 0.0312363 | Time: 3259.32 ms [2022-03-12 07:38:02 main:574] : INFO : Epoch 2019 | loss: 0.0310216 | val_loss: 0.031246 | Time: 3288.32 ms [2022-03-12 07:38:05 main:574] : INFO : Epoch 2020 | loss: 0.0310132 | val_loss: 0.0312692 | Time: 3270.51 ms [2022-03-12 07:38:09 main:574] : INFO : Epoch 2021 | loss: 0.0310117 | val_loss: 0.031271 | Time: 3240.51 ms [2022-03-12 07:38:12 main:574] : INFO : Epoch 2022 | loss: 0.031015 | val_loss: 0.0312612 | Time: 3279.86 ms [2022-03-12 07:38:15 main:574] : INFO : Epoch 2023 | loss: 0.0310235 | val_loss: 0.0312649 | Time: 3247.41 ms [2022-03-12 07:38:18 main:574] : INFO : Epoch 2024 | loss: 0.0310182 | val_loss: 0.031251 | Time: 3315.42 ms [2022-03-12 07:38:22 main:574] : INFO : Epoch 2025 | loss: 0.0310215 | val_loss: 0.0312519 | Time: 3254.61 ms [2022-03-12 07:38:25 main:574] : INFO : Epoch 2026 | loss: 0.0310168 | val_loss: 0.0312688 | Time: 3251.95 ms [2022-03-12 07:38:28 main:574] : INFO : Epoch 2027 | loss: 0.0310186 | val_loss: 0.0312704 | Time: 3280.76 ms [2022-03-12 07:38:31 main:574] : INFO : Epoch 2028 | loss: 0.0310212 | val_loss: 0.0312605 | Time: 3256.29 ms [2022-03-12 07:38:35 main:574] : INFO : Epoch 2029 | loss: 0.0310147 | val_loss: 0.031298 | Time: 3294.01 ms [2022-03-12 07:38:38 main:574] : INFO : Epoch 2030 | loss: 0.0310229 | val_loss: 0.0312432 | Time: 3282.08 ms [2022-03-12 07:38:41 main:574] : INFO : Epoch 2031 | loss: 0.0310311 | val_loss: 0.0312456 | Time: 3281.83 ms [2022-03-12 07:38:45 main:574] : INFO : Epoch 2032 | loss: 0.0310313 | val_loss: 0.0312382 | Time: 3250.28 ms [2022-03-12 07:38:48 main:574] : INFO : Epoch 2033 | loss: 0.0310189 | val_loss: 0.0312703 | Time: 3279.11 ms [2022-03-12 07:38:51 main:574] : INFO : Epoch 2034 | loss: 0.0310159 | val_loss: 0.0312686 | Time: 3264.44 ms [2022-03-12 07:38:54 main:574] : INFO : Epoch 2035 | loss: 0.0310139 | val_loss: 0.0312599 | Time: 3332.27 ms [2022-03-12 07:38:58 main:574] : INFO : Epoch 2036 | loss: 0.0310209 | val_loss: 0.0312849 | Time: 3289.43 ms [2022-03-12 07:39:01 main:574] : INFO : Epoch 2037 | loss: 0.0310226 | val_loss: 0.031265 | Time: 3319.61 ms [2022-03-12 07:39:04 main:574] : INFO : Epoch 2038 | loss: 0.0310272 | val_loss: 0.0312551 | Time: 3282.75 ms [2022-03-12 07:39:08 main:574] : INFO : Epoch 2039 | loss: 0.0310239 | val_loss: 0.0312579 | Time: 3308.43 ms [2022-03-12 07:39:11 main:574] : INFO : Epoch 2040 | loss: 0.0310286 | val_loss: 0.0312379 | Time: 3306.6 ms [2022-03-12 07:39:14 main:574] : INFO : Epoch 2041 | loss: 0.0310275 | val_loss: 0.0313002 | Time: 3269.09 ms [2022-03-12 07:39:18 main:574] : INFO : Epoch 2042 | loss: 0.0310311 | val_loss: 0.0312722 | Time: 3279.59 ms [2022-03-12 07:39:21 main:574] : INFO : Epoch 2043 | loss: 0.0310556 | val_loss: 0.0312436 | Time: 3270.31 ms [2022-03-12 07:39:24 main:574] : INFO : Epoch 2044 | loss: 0.0310559 | val_loss: 0.0312552 | Time: 3254.68 ms [2022-03-12 07:39:27 main:574] : INFO : Epoch 2045 | loss: 0.0310388 | val_loss: 0.0312629 | Time: 3300.8 ms [2022-03-12 07:39:31 main:574] : INFO : Epoch 2046 | loss: 0.031019 | val_loss: 0.0312548 | Time: 3256.03 ms [2022-03-12 07:39:34 main:574] : INFO : Epoch 2047 | loss: 0.031023 | val_loss: 0.0312682 | Time: 3299.02 ms [2022-03-12 07:39:37 main:574] : INFO : Epoch 2048 | loss: 0.0310203 | val_loss: 0.0312989 | Time: 3266.64 ms [2022-03-12 07:39:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312989 [2022-03-12 07:39:37 main:603] : INFO : Saving end state to config to file [2022-03-12 07:39:37 main:608] : INFO : Success, exiting.. 07:39:37 (13408): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)