Task 13182142
| Name | ParityModified-1647043388-18627-1-0_0 |
| Workunit | 10307050 |
| Created | 14 Mar 2022, 12:13:40 UTC |
| Sent | 21 Mar 2022, 20:32:14 UTC |
| Report deadline | 29 Mar 2022, 20:32:14 UTC |
| Received | 21 Mar 2022, 23:59:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19941 |
| Run time | 1 hours 23 min 30 sec |
| CPU time | 1 hours 20 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,308.78 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 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: 0.0311228 | val_loss: 0.031159 | Time: 2328.69 ms
[2022-03-21 23:38:54 main:574] : INFO : Epoch 1543 | loss: 0.0311231 | val_loss: 0.0311556 | Time: 2324.55 ms
[2022-03-21 23:38:56 main:574] : INFO : Epoch 1544 | loss: 0.0311292 | val_loss: 0.0311559 | Time: 2322.78 ms
[2022-03-21 23:38:58 main:574] : INFO : Epoch 1545 | loss: 0.0311324 | val_loss: 0.0311523 | Time: 2318.33 ms
[2022-03-21 23:39:01 main:574] : INFO : Epoch 1546 | loss: 0.0311273 | val_loss: 0.031154 | Time: 2321.35 ms
[2022-03-21 23:39:03 main:574] : INFO : Epoch 1547 | loss: 0.0311281 | val_loss: 0.0311557 | Time: 2323.44 ms
[2022-03-21 23:39:06 main:574] : INFO : Epoch 1548 | loss: 0.0311256 | val_loss: 0.0311589 | Time: 2325.31 ms
[2022-03-21 23:39:08 main:574] : INFO : Epoch 1549 | loss: 0.031124 | val_loss: 0.0311548 | Time: 2317.52 ms
[2022-03-21 23:39:10 main:574] : INFO : Epoch 1550 | loss: 0.0311235 | val_loss: 0.0311567 | Time: 2318.77 ms
[2022-03-21 23:39:13 main:574] : INFO : Epoch 1551 | loss: 0.0311206 | val_loss: 0.0311558 | Time: 2514.06 ms
[2022-03-21 23:39:15 main:574] : INFO : Epoch 1552 | loss: 0.0311224 | val_loss: 0.0311563 | Time: 2431.95 ms
[2022-03-21 23:39:18 main:574] : INFO : Epoch 1553 | loss: 0.0311245 | val_loss: 0.0311564 | Time: 2330.26 ms
[2022-03-21 23:39:20 main:574] : INFO : Epoch 1554 | loss: 0.0311275 | val_loss: 0.0311568 | Time: 2321.93 ms
[2022-03-21 23:39:23 main:574] : INFO : Epoch 1555 | loss: 0.0311258 | val_loss: 0.0311533 | Time: 2475.29 ms
[2022-03-21 23:39:25 main:574] : INFO : Epoch 1556 | loss: 0.0311245 | val_loss: 0.0311598 | Time: 2326.79 ms
[2022-03-21 23:39:28 main:574] : INFO : Epoch 1557 | loss: 0.0311264 | val_loss: 0.0311566 | Time: 2322.6 ms
[2022-03-21 23:39:30 main:574] : INFO : Epoch 1558 | loss: 0.0311233 | val_loss: 0.0311548 | Time: 2324.68 ms
[2022-03-21 23:39:32 main:574] : INFO : Epoch 1559 | loss: 0.0311225 | val_loss: 0.031152 | Time: 2322.97 ms
[2022-03-21 23:39:35 main:574] : INFO : Epoch 1560 | loss: 0.0311202 | val_loss: 0.0311674 | Time: 2325.55 ms
[2022-03-21 23:39:37 main:574] : INFO : Epoch 1561 | loss: 0.0311217 | val_loss: 0.0311585 | Time: 2320.6 ms
[2022-03-21 23:39:40 main:574] : INFO : Epoch 1562 | loss: 0.0311181 | val_loss: 0.0311579 | Time: 2320.67 ms
[2022-03-21 23:39:42 main:574] : INFO : Epoch 1563 | loss: 0.0311187 | val_loss: 0.0311686 | Time: 2322.44 ms
[2022-03-21 23:39:44 main:574] : INFO : Epoch 1564 | loss: 0.031132 | val_loss: 0.0311528 | Time: 2319.68 ms
[2022-03-21 23:39:47 main:574] : INFO : Epoch 1565 | loss: 0.0311284 | val_loss: 0.0311541 | Time: 2320.99 ms
[2022-03-21 23:39:49 main:574] : INFO : Epoch 1566 | loss: 0.0311274 | val_loss: 0.0311571 | Time: 2325.59 ms
[2022-03-21 23:39:51 main:574] : INFO : Epoch 1567 | loss: 0.0311253 | val_loss: 0.0311559 | Time: 2322.45 ms
[2022-03-21 23:39:54 main:574] : INFO : Epoch 1568 | loss: 0.0311226 | val_loss: 0.0311586 | Time: 2325.47 ms
[2022-03-21 23:39:56 main:574] : INFO : Epoch 1569 | loss: 0.0311235 | val_loss: 0.0311626 | Time: 2320.66 ms
[2022-03-21 23:39:59 main:574] : INFO : Epoch 1570 | loss: 0.0311191 | val_loss: 0.0311601 | Time: 2325.79 ms
[2022-03-21 23:40:01 main:574] : INFO : Epoch 1571 | loss: 0.0311231 | val_loss: 0.0311603 | Time: 2327.82 ms
[2022-03-21 23:40:03 main:574] : INFO : Epoch 1572 | loss: 0.03112 | val_loss: 0.0311643 | Time: 2325.65 ms
[2022-03-21 23:40:06 main:574] : INFO : Epoch 1573 | loss: 0.0311207 | val_loss: 0.0311603 | Time: 2541.47 ms
[2022-03-21 23:40:08 main:574] : INFO : Epoch 1574 | loss: 0.0311194 | val_loss: 0.0311551 | Time: 2322.1 ms
[2022-03-21 23:40:11 main:574] : INFO : Epoch 1575 | loss: 0.0311171 | val_loss: 0.0311586 | Time: 2315.04 ms
[2022-03-21 23:40:13 main:574] : INFO : Epoch 1576 | loss: 0.0311159 | val_loss: 0.031167 | Time: 2320.03 ms
[2022-03-21 23:40:16 main:574] : INFO : Epoch 1577 | loss: 0.0311197 | val_loss: 0.031166 | Time: 2317.88 ms
[2022-03-21 23:40:18 main:574] : INFO : Epoch 1578 | loss: 0.0311189 | val_loss: 0.0311579 | Time: 2324.41 ms
[2022-03-21 23:40:20 main:574] : INFO : Epoch 1579 | loss: 0.0311211 | val_loss: 0.0311556 | Time: 2320.98 ms
[2022-03-21 23:40:23 main:574] : INFO : Epoch 1580 | loss: 0.0311181 | val_loss: 0.0311599 | Time: 2326.51 ms
[2022-03-21 23:40:25 main:574] : INFO : Epoch 1581 | loss: 0.0311186 | val_loss: 0.0311622 | Time: 2320.09 ms
[2022-03-21 23:40:27 main:574] : INFO : Epoch 1582 | loss: 0.0311201 | val_loss: 0.031167 | Time: 2313.73 ms
[2022-03-21 23:40:30 main:574] : INFO : Epoch 1583 | loss: 0.0311224 | val_loss: 0.031166 | Time: 2318.93 ms
[2022-03-21 23:40:32 main:574] : INFO : Epoch 1584 | loss: 0.0311474 | val_loss: 0.031182 | Time: 2319.69 ms
[2022-03-21 23:40:35 main:574] : INFO : Epoch 1585 | loss: 0.0311826 | val_loss: 0.0311843 | Time: 2320.33 ms
[2022-03-21 23:40:37 main:574] : INFO : Epoch 1586 | loss: 0.0311681 | val_loss: 0.0311643 | Time: 2324.13 ms
[2022-03-21 23:40:39 main:574] : INFO : Epoch 1587 | loss: 0.031158 | val_loss: 0.0311616 | Time: 2329.94 ms
[2022-03-21 23:40:42 main:574] : INFO : Epoch 1588 | loss: 0.0311499 | val_loss: 0.0311614 | Time: 2443.44 ms
[2022-03-21 23:40:44 main:574] : INFO : Epoch 1589 | loss: 0.0311463 | val_loss: 0.0311568 | Time: 2318.89 ms
[2022-03-21 23:40:47 main:574] : INFO : Epoch 1590 | loss: 0.0311438 | val_loss: 0.0311594 | Time: 2311.12 ms
[2022-03-21 23:40:49 main:574] : INFO : Epoch 1591 | loss: 0.0311426 | val_loss: 0.0311632 | Time: 2322.19 ms
[2022-03-21 23:40:52 main:574] : INFO : Epoch 1592 | loss: 0.0311425 | val_loss: 0.0311589 | Time: 2475.04 ms
[2022-03-21 23:40:54 main:574] : INFO : Epoch 1593 | loss: 0.0311442 | val_loss: 0.0311603 | Time: 2426.54 ms
[2022-03-21 23:40:57 main:574] : INFO : Epoch 1594 | loss: 0.0311402 | val_loss: 0.0311601 | Time: 2320.27 ms
[2022-03-21 23:40:59 main:574] : INFO : Epoch 1595 | loss: 0.0311403 | val_loss: 0.0311606 | Time: 2314.54 ms
[2022-03-21 23:41:01 main:574] : INFO : Epoch 1596 | loss: 0.031138 | val_loss: 0.0311601 | Time: 2326.62 ms
[2022-03-21 23:41:04 main:574] : INFO : Epoch 1597 | loss: 0.0311428 | val_loss: 0.0311585 | Time: 2316.01 ms
[2022-03-21 23:41:06 main:574] : INFO : Epoch 1598 | loss: 0.0311388 | val_loss: 0.0311575 | Time: 2321.1 ms
[2022-03-21 23:41:09 main:574] : INFO : Epoch 1599 | loss: 0.0311359 | val_loss: 0.0311708 | Time: 2501.35 ms
[2022-03-21 23:41:11 main:574] : INFO : Epoch 1600 | loss: 0.031137 | val_loss: 0.0311542 | Time: 2322.65 ms
[2022-03-21 23:41:13 main:574] : INFO : Epoch 1601 | loss: 0.0311381 | val_loss: 0.0311551 | Time: 2325.44 ms
[2022-03-21 23:41:16 main:574] : INFO : Epoch 1602 | loss: 0.0311385 | val_loss: 0.031161 | Time: 2321.04 ms
[2022-03-21 23:41:18 main:574] : INFO : Epoch 1603 | loss: 0.0311326 | val_loss: 0.0311603 | Time: 2319.75 ms
[2022-03-21 23:41:21 main:574] : INFO : Epoch 1604 | loss: 0.03113 | val_loss: 0.0311561 | Time: 2317.27 ms
[2022-03-21 23:41:23 main:574] : INFO : Epoch 1605 | loss: 0.0311297 | val_loss: 0.0311566 | Time: 2327.1 ms
[2022-03-21 23:41:25 main:574] : INFO : Epoch 1606 | loss: 0.0311312 | val_loss: 0.0311577 | Time: 2322.7 ms
[2022-03-21 23:41:28 main:574] : INFO : Epoch 1607 | loss: 0.0311308 | val_loss: 0.0311557 | Time: 2320.45 ms
[2022-03-21 23:41:30 main:574] : INFO : Epoch 1608 | loss: 0.0311297 | val_loss: 0.0311612 | Time: 2324.42 ms
[2022-03-21 23:41:32 main:574] : INFO : Epoch 1609 | loss: 0.0311277 | val_loss: 0.0311536 | Time: 2321.84 ms
[2022-03-21 23:41:35 main:574] : INFO : Epoch 1610 | loss: 0.0311264 | val_loss: 0.0311564 | Time: 2319.55 ms
[2022-03-21 23:41:37 main:574] : INFO : Epoch 1611 | loss: 0.0311277 | val_loss: 0.0311514 | Time: 2334.59 ms
[2022-03-21 23:41:40 main:574] : INFO : Epoch 1612 | loss: 0.0311294 | val_loss: 0.0311568 | Time: 2318.26 ms
[2022-03-21 23:41:42 main:574] : INFO : Epoch 1613 | loss: 0.0311347 | val_loss: 0.0311505 | Time: 2321.83 ms
[2022-03-21 23:41:44 main:574] : INFO : Epoch 1614 | loss: 0.0311318 | val_loss: 0.0311549 | Time: 2318.64 ms
[2022-03-21 23:41:47 main:574] : INFO : Epoch 1615 | loss: 0.0311335 | val_loss: 0.031152 | Time: 2317.26 ms
[2022-03-21 23:41:49 main:574] : INFO : Epoch 1616 | loss: 0.0311311 | val_loss: 0.0311488 | Time: 2320.41 ms
[2022-03-21 23:41:52 main:574] : INFO : Epoch 1617 | loss: 0.0311308 | val_loss: 0.0311547 | Time: 2323.91 ms
[2022-03-21 23:41:54 main:574] : INFO : Epoch 1618 | loss: 0.0311257 | val_loss: 0.0311449 | Time: 2321.92 ms
[2022-03-21 23:41:56 main:574] : INFO : Epoch 1619 | loss: 0.0311269 | val_loss: 0.031151 | Time: 2321.41 ms
[2022-03-21 23:41:59 main:574] : INFO : Epoch 1620 | loss: 0.0311267 | val_loss: 0.0311477 | Time: 2321.89 ms
[2022-03-21 23:42:01 main:574] : INFO : Epoch 1621 | loss: 0.0311246 | val_loss: 0.03115 | Time: 2318.78 ms
[2022-03-21 23:42:04 main:574] : INFO : Epoch 1622 | loss: 0.0311222 | val_loss: 0.031148 | Time: 2311.24 ms
[2022-03-21 23:42:06 main:574] : INFO : Epoch 1623 | loss: 0.031124 | val_loss: 0.0311514 | Time: 2332.14 ms
[2022-03-21 23:42:08 main:574] : INFO : Epoch 1624 | loss: 0.0311252 | val_loss: 0.0311466 | Time: 2326.11 ms
[2022-03-21 23:42:11 main:574] : INFO : Epoch 1625 | loss: 0.0311277 | val_loss: 0.0311471 | Time: 2320.39 ms
[2022-03-21 23:42:13 main:574] : INFO : Epoch 1626 | loss: 0.0311258 | val_loss: 0.0311498 | Time: 2317.68 ms
[2022-03-21 23:42:15 main:574] : INFO : Epoch 1627 | loss: 0.0311218 | val_loss: 0.0311416 | Time: 2324.34 ms
[2022-03-21 23:42:18 main:574] : INFO : Epoch 1628 | loss: 0.0311227 | val_loss: 0.0311464 | Time: 2321.46 ms
[2022-03-21 23:42:20 main:574] : INFO : Epoch 1629 | loss: 0.0311213 | val_loss: 0.0311454 | Time: 2319.88 ms
[2022-03-21 23:42:23 main:574] : INFO : Epoch 1630 | loss: 0.0311194 | val_loss: 0.0311478 | Time: 2318.81 ms
[2022-03-21 23:42:25 main:574] : INFO : Epoch 1631 | loss: 0.0311227 | val_loss: 0.0311464 | Time: 2319.62 ms
[2022-03-21 23:42:27 main:574] : INFO : Epoch 1632 | loss: 0.0311249 | val_loss: 0.031149 | Time: 2322.86 ms
[2022-03-21 23:42:30 main:574] : INFO : Epoch 1633 | loss: 0.0311224 | val_loss: 0.0311497 | Time: 2322.31 ms
[2022-03-21 23:42:32 main:574] : INFO : Epoch 1634 | loss: 0.0311218 | val_loss: 0.031156 | Time: 2322.37 ms
[2022-03-21 23:42:34 main:574] : INFO : Epoch 1635 | loss: 0.0311248 | val_loss: 0.031148 | Time: 2322.26 ms
[2022-03-21 23:42:37 main:574] : INFO : Epoch 1636 | loss: 0.0311227 | val_loss: 0.031152 | Time: 2315.5 ms
[2022-03-21 23:42:39 main:574] : INFO : Epoch 1637 | loss: 0.0311233 | val_loss: 0.0311478 | Time: 2321.86 ms
[2022-03-21 23:42:42 main:574] : INFO : Epoch 1638 | loss: 0.0311227 | val_loss: 0.0311514 | Time: 2324.57 ms
[2022-03-21 23:42:44 main:574] : INFO : Epoch 1639 | loss: 0.0311276 | val_loss: 0.0311514 | Time: 2323.56 ms
[2022-03-21 23:42:46 main:574] : INFO : Epoch 1640 | loss: 0.0311297 | val_loss: 0.0311492 | Time: 2322.14 ms
[2022-03-21 23:42:49 main:574] : INFO : Epoch 1641 | loss: 0.0311268 | val_loss: 0.0311455 | Time: 2325.49 ms
[2022-03-21 23:42:51 main:574] : INFO : Epoch 1642 | loss: 0.0311235 | val_loss: 0.0311518 | Time: 2315.17 ms
[2022-03-21 23:42:54 main:574] : INFO : Epoch 1643 | loss: 0.0311246 | val_loss: 0.0311548 | Time: 2319.33 ms
[2022-03-21 23:42:56 main:574] : INFO : Epoch 1644 | loss: 0.0311297 | val_loss: 0.0311494 | Time: 2315.76 ms
[2022-03-21 23:42:58 main:574] : INFO : Epoch 1645 | loss: 0.0311253 | val_loss: 0.0311512 | Time: 2328.52 ms
[2022-03-21 23:43:01 main:574] : INFO : Epoch 1646 | loss: 0.031124 | val_loss: 0.0311477 | Time: 2318.47 ms
[2022-03-21 23:43:03 main:574] : INFO : Epoch 1647 | loss: 0.0311203 | val_loss: 0.0311456 | Time: 2320.63 ms
[2022-03-21 23:43:06 main:574] : INFO : Epoch 1648 | loss: 0.0311179 | val_loss: 0.0311465 | Time: 2320.88 ms
[2022-03-21 23:43:08 main:574] : INFO : Epoch 1649 | loss: 0.0311218 | val_loss: 0.0311485 | Time: 2434.05 ms
[2022-03-21 23:43:10 main:574] : INFO : Epoch 1650 | loss: 0.0311212 | val_loss: 0.0311436 | Time: 2319.56 ms
[2022-03-21 23:43:13 main:574] : INFO : Epoch 1651 | loss: 0.0311203 | val_loss: 0.03115 | Time: 2320.72 ms
[2022-03-21 23:43:15 main:574] : INFO : Epoch 1652 | loss: 0.0311189 | val_loss: 0.0311484 | Time: 2319.18 ms
[2022-03-21 23:43:18 main:574] : INFO : Epoch 1653 | loss: 0.0311314 | val_loss: 0.0311596 | Time: 2330.45 ms
[2022-03-21 23:43:20 main:574] : INFO : Epoch 1654 | loss: 0.0311326 | val_loss: 0.0311558 | Time: 2315.76 ms
[2022-03-21 23:43:22 main:574] : INFO : Epoch 1655 | loss: 0.031145 | val_loss: 0.0311541 | Time: 2327.29 ms
[2022-03-21 23:43:25 main:574] : INFO : Epoch 1656 | loss: 0.0311448 | val_loss: 0.0311571 | Time: 2327.35 ms
[2022-03-21 23:43:27 main:574] : INFO : Epoch 1657 | loss: 0.0311487 | val_loss: 0.0311616 | Time: 2322.22 ms
[2022-03-21 23:43:30 main:574] : INFO : Epoch 1658 | loss: 0.0311484 | val_loss: 0.031162 | Time: 2320.93 ms
[2022-03-21 23:43:32 main:574] : INFO : Epoch 1659 | loss: 0.0311448 | val_loss: 0.0311543 | Time: 2490.54 ms
[2022-03-21 23:43:34 main:574] : INFO : Epoch 1660 | loss: 0.0311386 | val_loss: 0.0311549 | Time: 2320.37 ms
[2022-03-21 23:43:37 main:574] : INFO : Epoch 1661 | loss: 0.0311345 | val_loss: 0.0311527 | Time: 2322.6 ms
[2022-03-21 23:43:39 main:574] : INFO : Epoch 1662 | loss: 0.0311324 | val_loss: 0.0311517 | Time: 2327.14 ms
[2022-03-21 23:43:42 main:574] : INFO : Epoch 1663 | loss: 0.0311301 | val_loss: 0.0311502 | Time: 2319.5 ms
[2022-03-21 23:43:44 main:574] : INFO : Epoch 1664 | loss: 0.0311312 | val_loss: 0.0311482 | Time: 2323.21 ms
[2022-03-21 23:43:47 main:574] : INFO : Epoch 1665 | loss: 0.0311296 | val_loss: 0.031145 | Time: 2514.89 ms
[2022-03-21 23:43:49 main:574] : INFO : Epoch 1666 | loss: 0.0311281 | val_loss: 0.0311484 | Time: 2437.69 ms
[2022-03-21 23:43:52 main:574] : INFO : Epoch 1667 | loss: 0.0311265 | val_loss: 0.0311441 | Time: 2434.9 ms
[2022-03-21 23:43:54 main:574] : INFO : Epoch 1668 | loss: 0.0311273 | val_loss: 0.0311389 | Time: 2315.53 ms
[2022-03-21 23:43:56 main:574] : INFO : Epoch 1669 | loss: 0.0311252 | val_loss: 0.0311398 | Time: 2323.59 ms
[2022-03-21 23:43:59 main:574] : INFO : Epoch 1670 | loss: 0.031123 | val_loss: 0.0311397 | Time: 2443.86 ms
[2022-03-21 23:44:01 main:574] : INFO : Epoch 1671 | loss: 0.0311237 | val_loss: 0.0311423 | Time: 2334.39 ms
[2022-03-21 23:44:04 main:574] : INFO : Epoch 1672 | loss: 0.0311262 | val_loss: 0.0311397 | Time: 2314.52 ms
[2022-03-21 23:44:06 main:574] : INFO : Epoch 1673 | loss: 0.0311294 | val_loss: 0.0311485 | Time: 2315.9 ms
[2022-03-21 23:44:08 main:574] : INFO : Epoch 1674 | loss: 0.0311293 | val_loss: 0.0311387 | Time: 2313.73 ms
[2022-03-21 23:44:11 main:574] : INFO : Epoch 1675 | loss: 0.0311264 | val_loss: 0.0311418 | Time: 2319.81 ms
[2022-03-21 23:44:13 main:574] : INFO : Epoch 1676 | loss: 0.031129 | val_loss: 0.0311404 | Time: 2319.66 ms
[2022-03-21 23:44:16 main:574] : INFO : Epoch 1677 | loss: 0.031163 | val_loss: 0.031557 | Time: 2320.57 ms
[2022-03-21 23:44:18 main:574] : INFO : Epoch 1678 | loss: 0.0323282 | val_loss: 0.0373568 | Time: 2318.94 ms
[2022-03-21 23:44:20 main:574] : INFO : Epoch 1679 | loss: 0.0338215 | val_loss: 0.0589912 | Time: 2321.96 ms
[2022-03-21 23:44:23 main:574] : INFO : Epoch 1680 | loss: 0.0347886 | val_loss: 0.0315299 | Time: 2319.26 ms
[2022-03-21 23:44:25 main:574] : INFO : Epoch 1681 | loss: 0.0314551 | val_loss: 0.0313009 | Time: 2466.76 ms
[2022-03-21 23:44:28 main:574] : INFO : Epoch 1682 | loss: 0.0312834 | val_loss: 0.0312603 | Time: 2319.58 ms
[2022-03-21 23:44:30 main:574] : INFO : Epoch 1683 | loss: 0.0312545 | val_loss: 0.0312523 | Time: 2542.83 ms
[2022-03-21 23:44:33 main:574] : INFO : Epoch 1684 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 2315.89 ms
[2022-03-21 23:44:35 main:574] : INFO : Epoch 1685 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2321.44 ms
[2022-03-21 23:44:38 main:574] : INFO : Epoch 1686 | loss: 0.0312516 | val_loss: 0.0312528 | Time: 2512.98 ms
[2022-03-21 23:44:40 main:574] : INFO : Epoch 1687 | loss: 0.0312542 | val_loss: 0.0312506 | Time: 2456.44 ms
[2022-03-21 23:44:43 main:574] : INFO : Epoch 1688 | loss: 0.0312518 | val_loss: 0.0312496 | Time: 2330.01 ms
[2022-03-21 23:44:45 main:574] : INFO : Epoch 1689 | loss: 0.0312534 | val_loss: 0.0312575 | Time: 2323.05 ms
[2022-03-21 23:44:47 main:574] : INFO : Epoch 1690 | loss: 0.0312511 | val_loss: 0.0312492 | Time: 2323.74 ms
[2022-03-21 23:44:50 main:574] : INFO : Epoch 1691 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2320.61 ms
[2022-03-21 23:44:52 main:574] : INFO : Epoch 1692 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 2320.9 ms
[2022-03-21 23:44:54 main:574] : INFO : Epoch 1693 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 2316.39 ms
[2022-03-21 23:44:57 main:574] : INFO : Epoch 1694 | loss: 0.0312441 | val_loss: 0.0312379 | Time: 2314.71 ms
[2022-03-21 23:44:59 main:574] : INFO : Epoch 1695 | loss: 0.0312334 | val_loss: 0.0312254 | Time: 2303.12 ms
[2022-03-21 23:45:02 main:574] : INFO : Epoch 1696 | loss: 0.0312191 | val_loss: 0.0312136 | Time: 2460.74 ms
[2022-03-21 23:45:04 main:574] : INFO : Epoch 1697 | loss: 0.0312132 | val_loss: 0.0312045 | Time: 2320.59 ms
[2022-03-21 23:45:07 main:574] : INFO : Epoch 1698 | loss: 0.0312077 | val_loss: 0.0312016 | Time: 2318.22 ms
[2022-03-21 23:45:09 main:574] : INFO : Epoch 1699 | loss: 0.0312017 | val_loss: 0.0311964 | Time: 2325.47 ms
[2022-03-21 23:45:11 main:574] : INFO : Epoch 1700 | loss: 0.0311996 | val_loss: 0.031194 | Time: 2312.59 ms
[2022-03-21 23:45:14 main:574] : INFO : Epoch 1701 | loss: 0.0311961 | val_loss: 0.0312061 | Time: 2479.47 ms
[2022-03-21 23:45:16 main:574] : INFO : Epoch 1702 | loss: 0.0311983 | val_loss: 0.0311975 | Time: 2317.38 ms
[2022-03-21 23:45:19 main:574] : INFO : Epoch 1703 | loss: 0.0311867 | val_loss: 0.0311795 | Time: 2318.53 ms
[2022-03-21 23:45:21 main:574] : INFO : Epoch 1704 | loss: 0.0311804 | val_loss: 0.0311752 | Time: 2327.05 ms
[2022-03-21 23:45:23 main:574] : INFO : Epoch 1705 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 2318.3 ms
[2022-03-21 23:45:26 main:574] : INFO : Epoch 1706 | loss: 0.0311727 | val_loss: 0.0311695 | Time: 2322.52 ms
[2022-03-21 23:45:28 main:574] : INFO : Epoch 1707 | loss: 0.0311645 | val_loss: 0.0311655 | Time: 2509.59 ms
[2022-03-21 23:45:31 main:574] : INFO : Epoch 1708 | loss: 0.0311581 | val_loss: 0.0311583 | Time: 2319.29 ms
[2022-03-21 23:45:33 main:574] : INFO : Epoch 1709 | loss: 0.0311592 | val_loss: 0.0311536 | Time: 2314.81 ms
[2022-03-21 23:45:35 main:574] : INFO : Epoch 1710 | loss: 0.0311525 | val_loss: 0.0311627 | Time: 2328.63 ms
[2022-03-21 23:45:38 main:574] : INFO : Epoch 1711 | loss: 0.0311566 | val_loss: 0.0311589 | Time: 2321.64 ms
[2022-03-21 23:45:40 main:574] : INFO : Epoch 1712 | loss: 0.0311537 | val_loss: 0.031154 | Time: 2320.09 ms
[2022-03-21 23:45:43 main:574] : INFO : Epoch 1713 | loss: 0.031152 | val_loss: 0.0311641 | Time: 2315.11 ms
[2022-03-21 23:45:45 main:574] : INFO : Epoch 1714 | loss: 0.0311545 | val_loss: 0.0311518 | Time: 2474.67 ms
[2022-03-21 23:45:48 main:574] : INFO : Epoch 1715 | loss: 0.0311453 | val_loss: 0.0311469 | Time: 2320.43 ms
[2022-03-21 23:45:50 main:574] : INFO : Epoch 1716 | loss: 0.0311442 | val_loss: 0.0311487 | Time: 2319.52 ms
[2022-03-21 23:45:52 main:574] : INFO : Epoch 1717 | loss: 0.0311422 | val_loss: 0.0311478 | Time: 2321.38 ms
[2022-03-21 23:45:55 main:574] : INFO : Epoch 1718 | loss: 0.0311459 | val_loss: 0.0311474 | Time: 2316.06 ms
[2022-03-21 23:45:57 main:574] : INFO : Epoch 1719 | loss: 0.0311392 | val_loss: 0.0311477 | Time: 2320.49 ms
[2022-03-21 23:46:00 main:574] : INFO : Epoch 1720 | loss: 0.0311406 | val_loss: 0.0311477 | Time: 2490.33 ms
[2022-03-21 23:46:02 main:574] : INFO : Epoch 1721 | loss: 0.0311379 | val_loss: 0.0311477 | Time: 2428.66 ms
[2022-03-21 23:46:05 main:574] : INFO : Epoch 1722 | loss: 0.031138 | val_loss: 0.0311723 | Time: 2329.61 ms
[2022-03-21 23:46:07 main:574] : INFO : Epoch 1723 | loss: 0.0311463 | val_loss: 0.0311568 | Time: 2321.42 ms
[2022-03-21 23:46:09 main:574] : INFO : Epoch 1724 | loss: 0.0311377 | val_loss: 0.0311486 | Time: 2320.45 ms
[2022-03-21 23:46:12 main:574] : INFO : Epoch 1725 | loss: 0.0311379 | val_loss: 0.0311478 | Time: 2319.71 ms
[2022-03-21 23:46:14 main:574] : INFO : Epoch 1726 | loss: 0.0311379 | val_loss: 0.0311512 | Time: 2430.9 ms
[2022-03-21 23:46:17 main:574] : INFO : Epoch 1727 | loss: 0.031134 | val_loss: 0.0311491 | Time: 2321.65 ms
[2022-03-21 23:46:19 main:574] : INFO : Epoch 1728 | loss: 0.0311403 | val_loss: 0.031157 | Time: 2325.44 ms
[2022-03-21 23:46:21 main:574] : INFO : Epoch 1729 | loss: 0.031139 | val_loss: 0.031153 | Time: 2322.4 ms
[2022-03-21 23:46:24 main:574] : INFO : Epoch 1730 | loss: 0.0311374 | val_loss: 0.0311509 | Time: 2319.51 ms
[2022-03-21 23:46:26 main:574] : INFO : Epoch 1731 | loss: 0.0311356 | val_loss: 0.0311509 | Time: 2321.41 ms
[2022-03-21 23:46:29 main:574] : INFO : Epoch 1732 | loss: 0.0311332 | val_loss: 0.0311503 | Time: 2322.64 ms
[2022-03-21 23:46:31 main:574] : INFO : Epoch 1733 | loss: 0.0311328 | val_loss: 0.0311606 | Time: 2337.72 ms
[2022-03-21 23:46:34 main:574] : INFO : Epoch 1734 | loss: 0.0311357 | val_loss: 0.0311662 | Time: 2503.44 ms
[2022-03-21 23:46:36 main:574] : INFO : Epoch 1735 | loss: 0.0311425 | val_loss: 0.0311522 | Time: 2320.38 ms
[2022-03-21 23:46:38 main:574] : INFO : Epoch 1736 | loss: 0.0311398 | val_loss: 0.0311551 | Time: 2323.21 ms
[2022-03-21 23:46:41 main:574] : INFO : Epoch 1737 | loss: 0.0311398 | val_loss: 0.0311484 | Time: 2332.48 ms
[2022-03-21 23:46:43 main:574] : INFO : Epoch 1738 | loss: 0.0311352 | val_loss: 0.0311515 | Time: 2315.02 ms
[2022-03-21 23:46:46 main:574] : INFO : Epoch 1739 | loss: 0.0311342 | val_loss: 0.0311478 | Time: 2319.18 ms
[2022-03-21 23:46:48 main:574] : INFO : Epoch 1740 | loss: 0.0311306 | val_loss: 0.0311484 | Time: 2325.69 ms
[2022-03-21 23:46:50 main:574] : INFO : Epoch 1741 | loss: 0.031133 | val_loss: 0.0311514 | Time: 2317.28 ms
[2022-03-21 23:46:53 main:574] : INFO : Epoch 1742 | loss: 0.0311323 | val_loss: 0.0311451 | Time: 2320.86 ms
[2022-03-21 23:46:55 main:574] : INFO : Epoch 1743 | loss: 0.0311344 | val_loss: 0.0311485 | Time: 2498.55 ms
[2022-03-21 23:46:58 main:574] : INFO : Epoch 1744 | loss: 0.0311383 | val_loss: 0.0311515 | Time: 2315.94 ms
[2022-03-21 23:47:00 main:574] : INFO : Epoch 1745 | loss: 0.0311361 | val_loss: 0.0311497 | Time: 2304.92 ms
[2022-03-21 23:47:03 main:574] : INFO : Epoch 1746 | loss: 0.0311345 | val_loss: 0.0311481 | Time: 2512 ms
[2022-03-21 23:47:05 main:574] : INFO : Epoch 1747 | loss: 0.031134 | val_loss: 0.0311505 | Time: 2319.09 ms
[2022-03-21 23:47:08 main:574] : INFO : Epoch 1748 | loss: 0.0311312 | val_loss: 0.0311477 | Time: 2432.24 ms
[2022-03-21 23:47:10 main:574] : INFO : Epoch 1749 | loss: 0.0311333 | val_loss: 0.0311502 | Time: 2322.86 ms
[2022-03-21 23:47:12 main:574] : INFO : Epoch 1750 | loss: 0.0311327 | val_loss: 0.0311538 | Time: 2319.21 ms
[2022-03-21 23:47:15 main:574] : INFO : Epoch 1751 | loss: 0.03113 | val_loss: 0.0311518 | Time: 2320.9 ms
[2022-03-21 23:47:17 main:574] : INFO : Epoch 1752 | loss: 0.0311277 | val_loss: 0.0311505 | Time: 2319.63 ms
[2022-03-21 23:47:19 main:574] : INFO : Epoch 1753 | loss: 0.0311255 | val_loss: 0.0311471 | Time: 2321.29 ms
[2022-03-21 23:47:22 main:574] : INFO : Epoch 1754 | loss: 0.0311266 | val_loss: 0.0311502 | Time: 2520.34 ms
[2022-03-21 23:47:24 main:574] : INFO : Epoch 1755 | loss: 0.0311254 | val_loss: 0.0311537 | Time: 2324.55 ms
[2022-03-21 23:47:27 main:574] : INFO : Epoch 1756 | loss: 0.0311285 | val_loss: 0.0311532 | Time: 2327.5 ms
[2022-03-21 23:47:29 main:574] : INFO : Epoch 1757 | loss: 0.0311276 | val_loss: 0.0311492 | Time: 2318.91 ms
[2022-03-21 23:47:32 main:574] : INFO : Epoch 1758 | loss: 0.0311265 | val_loss: 0.03115 | Time: 2328.77 ms
[2022-03-21 23:47:34 main:574] : INFO : Epoch 1759 | loss: 0.031126 | val_loss: 0.0311506 | Time: 2324.01 ms
[2022-03-21 23:47:37 main:574] : INFO : Epoch 1760 | loss: 0.0311298 | val_loss: 0.031146 | Time: 2477.44 ms
[2022-03-21 23:47:39 main:574] : INFO : Epoch 1761 | loss: 0.031126 | val_loss: 0.0311448 | Time: 2321.15 ms
[2022-03-21 23:47:41 main:574] : INFO : Epoch 1762 | loss: 0.0311236 | val_loss: 0.0311466 | Time: 2328.24 ms
[2022-03-21 23:47:44 main:574] : INFO : Epoch 1763 | loss: 0.031125 | val_loss: 0.0311536 | Time: 2326.11 ms
[2022-03-21 23:47:46 main:574] : INFO : Epoch 1764 | loss: 0.0311275 | val_loss: 0.0311481 | Time: 2321.24 ms
[2022-03-21 23:47:49 main:574] : INFO : Epoch 1765 | loss: 0.0311255 | val_loss: 0.0311516 | Time: 2318.32 ms
[2022-03-21 23:47:51 main:574] : INFO : Epoch 1766 | loss: 0.0311334 | val_loss: 0.0311603 | Time: 2318.15 ms
[2022-03-21 23:47:53 main:574] : INFO : Epoch 1767 | loss: 0.0311251 | val_loss: 0.0311484 | Time: 2316.93 ms
[2022-03-21 23:47:56 main:574] : INFO : Epoch 1768 | loss: 0.031121 | val_loss: 0.0311509 | Time: 2325.3 ms
[2022-03-21 23:47:58 main:574] : INFO : Epoch 1769 | loss: 0.031123 | val_loss: 0.03115 | Time: 2319.52 ms
[2022-03-21 23:48:00 main:574] : INFO : Epoch 1770 | loss: 0.0311242 | val_loss: 0.0311562 | Time: 2307.61 ms
[2022-03-21 23:48:03 main:574] : INFO : Epoch 1771 | loss: 0.0311229 | val_loss: 0.0311478 | Time: 2573.63 ms
[2022-03-21 23:48:06 main:574] : INFO : Epoch 1772 | loss: 0.0311217 | val_loss: 0.0311488 | Time: 2357.91 ms
[2022-03-21 23:48:08 main:574] : INFO : Epoch 1773 | loss: 0.0311218 | val_loss: 0.0311513 | Time: 2316.87 ms
[2022-03-21 23:48:10 main:574] : INFO : Epoch 1774 | loss: 0.031125 | val_loss: 0.0311581 | Time: 2321.07 ms
[2022-03-21 23:48:13 main:574] : INFO : Epoch 1775 | loss: 0.0311232 | val_loss: 0.0311515 | Time: 2322.22 ms
[2022-03-21 23:48:15 main:574] : INFO : Epoch 1776 | loss: 0.0311211 | val_loss: 0.0311471 | Time: 2326.86 ms
[2022-03-21 23:48:17 main:574] : INFO : Epoch 1777 | loss: 0.0311224 | val_loss: 0.0311478 | Time: 2325.03 ms
[2022-03-21 23:48:20 main:574] : INFO : Epoch 1778 | loss: 0.0311206 | val_loss: 0.0311476 | Time: 2321.4 ms
[2022-03-21 23:48:22 main:574] : INFO : Epoch 1779 | loss: 0.0311214 | val_loss: 0.0311558 | Time: 2317.44 ms
[2022-03-21 23:48:25 main:574] : INFO : Epoch 1780 | loss: 0.0311208 | val_loss: 0.0311495 | Time: 2324.13 ms
[2022-03-21 23:48:27 main:574] : INFO : Epoch 1781 | loss: 0.031125 | val_loss: 0.0311542 | Time: 2314.7 ms
[2022-03-21 23:48:29 main:574] : INFO : Epoch 1782 | loss: 0.0311279 | val_loss: 0.0311486 | Time: 2327.92 ms
[2022-03-21 23:48:32 main:574] : INFO : Epoch 1783 | loss: 0.0311232 | val_loss: 0.031155 | Time: 2321.05 ms
[2022-03-21 23:48:34 main:574] : INFO : Epoch 1784 | loss: 0.0311251 | val_loss: 0.0311517 | Time: 2312.15 ms
[2022-03-21 23:48:37 main:574] : INFO : Epoch 1785 | loss: 0.0311316 | val_loss: 0.0311597 | Time: 2325.72 ms
[2022-03-21 23:48:39 main:574] : INFO : Epoch 1786 | loss: 0.0311305 | val_loss: 0.0311574 | Time: 2320.58 ms
[2022-03-21 23:48:41 main:574] : INFO : Epoch 1787 | loss: 0.031127 | val_loss: 0.0311579 | Time: 2321.88 ms
[2022-03-21 23:48:44 main:574] : INFO : Epoch 1788 | loss: 0.0311262 | val_loss: 0.0311507 | Time: 2315.18 ms
[2022-03-21 23:48:46 main:574] : INFO : Epoch 1789 | loss: 0.0311267 | val_loss: 0.0311542 | Time: 2317.95 ms
[2022-03-21 23:48:49 main:574] : INFO : Epoch 1790 | loss: 0.0311233 | val_loss: 0.0311595 | Time: 2322.9 ms
[2022-03-21 23:48:51 main:574] : INFO : Epoch 1791 | loss: 0.0311222 | val_loss: 0.0311458 | Time: 2315.17 ms
[2022-03-21 23:48:53 main:574] : INFO : Epoch 1792 | loss: 0.0311189 | val_loss: 0.0311514 | Time: 2324.26 ms
[2022-03-21 23:48:56 main:574] : INFO : Epoch 1793 | loss: 0.0311208 | val_loss: 0.0311492 | Time: 2489.19 ms
[2022-03-21 23:48:58 main:574] : INFO : Epoch 1794 | loss: 0.0311231 | val_loss: 0.0311528 | Time: 2325.74 ms
[2022-03-21 23:49:01 main:574] : INFO : Epoch 1795 | loss: 0.0311212 | val_loss: 0.0311537 | Time: 2313.15 ms
[2022-03-21 23:49:03 main:574] : INFO : Epoch 1796 | loss: 0.0311201 | val_loss: 0.0311504 | Time: 2321.49 ms
[2022-03-21 23:49:05 main:574] : INFO : Epoch 1797 | loss: 0.0311196 | val_loss: 0.0311477 | Time: 2326.1 ms
[2022-03-21 23:49:08 main:574] : INFO : Epoch 1798 | loss: 0.0311212 | val_loss: 0.0311549 | Time: 2317.5 ms
[2022-03-21 23:49:10 main:574] : INFO : Epoch 1799 | loss: 0.0311181 | val_loss: 0.0311531 | Time: 2320.81 ms
[2022-03-21 23:49:13 main:574] : INFO : Epoch 1800 | loss: 0.031119 | val_loss: 0.0311486 | Time: 2329.61 ms
[2022-03-21 23:49:15 main:574] : INFO : Epoch 1801 | loss: 0.0311178 | val_loss: 0.0311513 | Time: 2319.58 ms
[2022-03-21 23:49:17 main:574] : INFO : Epoch 1802 | loss: 0.0311193 | val_loss: 0.0311605 | Time: 2314.87 ms
[2022-03-21 23:49:20 main:574] : INFO : Epoch 1803 | loss: 0.031126 | val_loss: 0.031154 | Time: 2319.55 ms
[2022-03-21 23:49:22 main:574] : INFO : Epoch 1804 | loss: 0.0311189 | val_loss: 0.0311559 | Time: 2328.64 ms
[2022-03-21 23:49:24 main:574] : INFO : Epoch 1805 | loss: 0.0311274 | val_loss: 0.0311624 | Time: 2319.38 ms
[2022-03-21 23:49:27 main:574] : INFO : Epoch 1806 | loss: 0.0311226 | val_loss: 0.0311559 | Time: 2322.6 ms
[2022-03-21 23:49:29 main:574] : INFO : Epoch 1807 | loss: 0.0311223 | val_loss: 0.0311557 | Time: 2324.65 ms
[2022-03-21 23:49:32 main:574] : INFO : Epoch 1808 | loss: 0.031127 | val_loss: 0.0311482 | Time: 2326.02 ms
[2022-03-21 23:49:34 main:574] : INFO : Epoch 1809 | loss: 0.0311304 | val_loss: 0.0311486 | Time: 2315.53 ms
[2022-03-21 23:49:36 main:574] : INFO : Epoch 1810 | loss: 0.0311352 | val_loss: 0.0311536 | Time: 2320.29 ms
[2022-03-21 23:49:39 main:574] : INFO : Epoch 1811 | loss: 0.0311306 | val_loss: 0.0311516 | Time: 2319.66 ms
[2022-03-21 23:49:41 main:574] : INFO : Epoch 1812 | loss: 0.0311353 | val_loss: 0.0311582 | Time: 2319.81 ms
[2022-03-21 23:49:44 main:574] : INFO : Epoch 1813 | loss: 0.0311335 | val_loss: 0.0311568 | Time: 2320.06 ms
[2022-03-21 23:49:46 main:574] : INFO : Epoch 1814 | loss: 0.0311287 | val_loss: 0.0311459 | Time: 2323.69 ms
[2022-03-21 23:49:48 main:574] : INFO : Epoch 1815 | loss: 0.0311267 | val_loss: 0.0311477 | Time: 2321.59 ms
[2022-03-21 23:49:51 main:574] : INFO : Epoch 1816 | loss: 0.031127 | val_loss: 0.0311423 | Time: 2324.23 ms
[2022-03-21 23:49:53 main:574] : INFO : Epoch 1817 | loss: 0.0311309 | val_loss: 0.0311576 | Time: 2321.17 ms
[2022-03-21 23:49:55 main:574] : INFO : Epoch 1818 | loss: 0.0311316 | val_loss: 0.0311538 | Time: 2315.89 ms
[2022-03-21 23:49:58 main:574] : INFO : Epoch 1819 | loss: 0.0311254 | val_loss: 0.0311487 | Time: 2324.99 ms
[2022-03-21 23:50:00 main:574] : INFO : Epoch 1820 | loss: 0.0311252 | val_loss: 0.0311502 | Time: 2313.8 ms
[2022-03-21 23:50:03 main:574] : INFO : Epoch 1821 | loss: 0.0311201 | val_loss: 0.0311515 | Time: 2327.38 ms
[2022-03-21 23:50:05 main:574] : INFO : Epoch 1822 | loss: 0.0311191 | val_loss: 0.0311479 | Time: 2485.67 ms
[2022-03-21 23:50:08 main:574] : INFO : Epoch 1823 | loss: 0.0311172 | val_loss: 0.0311524 | Time: 2320.28 ms
[2022-03-21 23:50:10 main:574] : INFO : Epoch 1824 | loss: 0.0311209 | val_loss: 0.0311432 | Time: 2319.45 ms
[2022-03-21 23:50:12 main:574] : INFO : Epoch 1825 | loss: 0.0311193 | val_loss: 0.0311434 | Time: 2312.72 ms
[2022-03-21 23:50:15 main:574] : INFO : Epoch 1826 | loss: 0.0311168 | val_loss: 0.0311449 | Time: 2478.06 ms
[2022-03-21 23:50:17 main:574] : INFO : Epoch 1827 | loss: 0.0311229 | val_loss: 0.0311476 | Time: 2318.04 ms
[2022-03-21 23:50:20 main:574] : INFO : Epoch 1828 | loss: 0.0311239 | val_loss: 0.031151 | Time: 2321.42 ms
[2022-03-21 23:50:22 main:574] : INFO : Epoch 1829 | loss: 0.0311253 | val_loss: 0.0311465 | Time: 2318.03 ms
[2022-03-21 23:50:24 main:574] : INFO : Epoch 1830 | loss: 0.0311223 | val_loss: 0.031146 | Time: 2316.5 ms
[2022-03-21 23:50:27 main:574] : INFO : Epoch 1831 | loss: 0.031121 | val_loss: 0.0311478 | Time: 2319.37 ms
[2022-03-21 23:50:29 main:574] : INFO : Epoch 1832 | loss: 0.0311214 | val_loss: 0.0311482 | Time: 2320.05 ms
[2022-03-21 23:50:32 main:574] : INFO : Epoch 1833 | loss: 0.0311184 | val_loss: 0.0311465 | Time: 2318.18 ms
[2022-03-21 23:50:34 main:574] : INFO : Epoch 1834 | loss: 0.0311223 | val_loss: 0.031145 | Time: 2320.31 ms
[2022-03-21 23:50:37 main:574] : INFO : Epoch 1835 | loss: 0.0311214 | val_loss: 0.0311466 | Time: 2546.7 ms
[2022-03-21 23:50:39 main:574] : INFO : Epoch 1836 | loss: 0.0311165 | val_loss: 0.0311463 | Time: 2318.37 ms
[2022-03-21 23:50:41 main:574] : INFO : Epoch 1837 | loss: 0.0311143 | val_loss: 0.0311477 | Time: 2316.57 ms
[2022-03-21 23:50:44 main:574] : INFO : Epoch 1838 | loss: 0.0311127 | val_loss: 0.0311445 | Time: 2323.06 ms
[2022-03-21 23:50:46 main:574] : INFO : Epoch 1839 | loss: 0.0311125 | val_loss: 0.0311537 | Time: 2321.16 ms
[2022-03-21 23:50:48 main:574] : INFO : Epoch 1840 | loss: 0.0311127 | val_loss: 0.0311456 | Time: 2327.71 ms
[2022-03-21 23:50:51 main:574] : INFO : Epoch 1841 | loss: 0.03111 | val_loss: 0.0311466 | Time: 2316.68 ms
[2022-03-21 23:50:53 main:574] : INFO : Epoch 1842 | loss: 0.0311103 | val_loss: 0.0311515 | Time: 2320.71 ms
[2022-03-21 23:50:56 main:574] : INFO : Epoch 1843 | loss: 0.0311107 | val_loss: 0.0311546 | Time: 2319.78 ms
[2022-03-21 23:50:58 main:574] : INFO : Epoch 1844 | loss: 0.0311165 | val_loss: 0.0311491 | Time: 2321.83 ms
[2022-03-21 23:51:00 main:574] : INFO : Epoch 1845 | loss: 0.0311159 | val_loss: 0.0311448 | Time: 2320.49 ms
[2022-03-21 23:51:03 main:574] : INFO : Epoch 1846 | loss: 0.0311189 | val_loss: 0.0311495 | Time: 2476.18 ms
[2022-03-21 23:51:05 main:574] : INFO : Epoch 1847 | loss: 0.0311183 | val_loss: 0.0311417 | Time: 2318.89 ms
[2022-03-21 23:51:08 main:574] : INFO : Epoch 1848 | loss: 0.0311159 | val_loss: 0.0311422 | Time: 2323.51 ms
[2022-03-21 23:51:10 main:574] : INFO : Epoch 1849 | loss: 0.0311179 | val_loss: 0.0311431 | Time: 2317.59 ms
[2022-03-21 23:51:12 main:574] : INFO : Epoch 1850 | loss: 0.031116 | val_loss: 0.0311466 | Time: 2321 ms
[2022-03-21 23:51:15 main:574] : INFO : Epoch 1851 | loss: 0.0311237 | val_loss: 0.0311384 | Time: 2326.12 ms
[2022-03-21 23:51:17 main:574] : INFO : Epoch 1852 | loss: 0.0311216 | val_loss: 0.0311434 | Time: 2325.05 ms
[2022-03-21 23:51:20 main:574] : INFO : Epoch 1853 | loss: 0.0311206 | val_loss: 0.0311408 | Time: 2322.46 ms
[2022-03-21 23:51:22 main:574] : INFO : Epoch 1854 | loss: 0.031117 | val_loss: 0.0311464 | Time: 2448.39 ms
[2022-03-21 23:51:25 main:574] : INFO : Epoch 1855 | loss: 0.0311169 | val_loss: 0.0311499 | Time: 2317.72 ms
[2022-03-21 23:51:27 main:574] : INFO : Epoch 1856 | loss: 0.0311139 | val_loss: 0.0311496 | Time: 2322.27 ms
[2022-03-21 23:51:29 main:574] : INFO : Epoch 1857 | loss: 0.0311167 | val_loss: 0.031147 | Time: 2331.23 ms
[2022-03-21 23:51:32 main:574] : INFO : Epoch 1858 | loss: 0.0311162 | val_loss: 0.0311459 | Time: 2316.63 ms
[2022-03-21 23:51:34 main:574] : INFO : Epoch 1859 | loss: 0.0311128 | val_loss: 0.0311518 | Time: 2317.89 ms
[2022-03-21 23:51:36 main:574] : INFO : Epoch 1860 | loss: 0.0311134 | val_loss: 0.031149 | Time: 2315.06 ms
[2022-03-21 23:51:39 main:574] : INFO : Epoch 1861 | loss: 0.0311164 | val_loss: 0.0311533 | Time: 2318.92 ms
[2022-03-21 23:51:41 main:574] : INFO : Epoch 1862 | loss: 0.0311122 | val_loss: 0.0311513 | Time: 2443.48 ms
[2022-03-21 23:51:44 main:574] : INFO : Epoch 1863 | loss: 0.0311096 | val_loss: 0.0311485 | Time: 2319.27 ms
[2022-03-21 23:51:46 main:574] : INFO : Epoch 1864 | loss: 0.0311071 | val_loss: 0.0311467 | Time: 2321.5 ms
[2022-03-21 23:51:49 main:574] : INFO : Epoch 1865 | loss: 0.0311058 | val_loss: 0.0311495 | Time: 2319.92 ms
[2022-03-21 23:51:51 main:574] : INFO : Epoch 1866 | loss: 0.0311109 | val_loss: 0.03115 | Time: 2318.21 ms
[2022-03-21 23:51:53 main:574] : INFO : Epoch 1867 | loss: 0.0311126 | val_loss: 0.0311563 | Time: 2327.51 ms
[2022-03-21 23:51:56 main:574] : INFO : Epoch 1868 | loss: 0.0311077 | val_loss: 0.0311512 | Time: 2320.6 ms
[2022-03-21 23:51:58 main:574] : INFO : Epoch 1869 | loss: 0.0311114 | val_loss: 0.0311505 | Time: 2320.05 ms
[2022-03-21 23:52:00 main:574] : INFO : Epoch 1870 | loss: 0.0311069 | val_loss: 0.0311467 | Time: 2316.76 ms
[2022-03-21 23:52:03 main:574] : INFO : Epoch 1871 | loss: 0.031113 | val_loss: 0.0311501 | Time: 2325.03 ms
[2022-03-21 23:52:05 main:574] : INFO : Epoch 1872 | loss: 0.0311154 | val_loss: 0.0311526 | Time: 2320.45 ms
[2022-03-21 23:52:08 main:574] : INFO : Epoch 1873 | loss: 0.0311145 | val_loss: 0.0311476 | Time: 2318.37 ms
[2022-03-21 23:52:10 main:574] : INFO : Epoch 1874 | loss: 0.0311136 | val_loss: 0.0311476 | Time: 2320.81 ms
[2022-03-21 23:52:12 main:574] : INFO : Epoch 1875 | loss: 0.0311168 | val_loss: 0.0311485 | Time: 2321.31 ms
[2022-03-21 23:52:15 main:574] : INFO : Epoch 1876 | loss: 0.0311114 | val_loss: 0.0311415 | Time: 2317.07 ms
[2022-03-21 23:52:17 main:574] : INFO : Epoch 1877 | loss: 0.0311172 | val_loss: 0.0311424 | Time: 2527.7 ms
[2022-03-21 23:52:20 main:574] : INFO : Epoch 1878 | loss: 0.0311161 | val_loss: 0.0311458 | Time: 2448.43 ms
[2022-03-21 23:52:22 main:574] : INFO : Epoch 1879 | loss: 0.0311132 | val_loss: 0.0311508 | Time: 2316.43 ms
[2022-03-21 23:52:25 main:574] : INFO : Epoch 1880 | loss: 0.0311107 | val_loss: 0.0311468 | Time: 2322.38 ms
[2022-03-21 23:52:27 main:574] : INFO : Epoch 1881 | loss: 0.0311116 | val_loss: 0.0311645 | Time: 2325.79 ms
[2022-03-21 23:52:29 main:574] : INFO : Epoch 1882 | loss: 0.0311207 | val_loss: 0.0311505 | Time: 2327.36 ms
[2022-03-21 23:52:32 main:574] : INFO : Epoch 1883 | loss: 0.0311202 | val_loss: 0.0311462 | Time: 2319.88 ms
[2022-03-21 23:52:34 main:574] : INFO : Epoch 1884 | loss: 0.0311196 | val_loss: 0.0311511 | Time: 2323.94 ms
[2022-03-21 23:52:37 main:574] : INFO : Epoch 1885 | loss: 0.0311207 | val_loss: 0.0311508 | Time: 2330.36 ms
[2022-03-21 23:52:39 main:574] : INFO : Epoch 1886 | loss: 0.0311231 | val_loss: 0.0311515 | Time: 2322.89 ms
[2022-03-21 23:52:41 main:574] : INFO : Epoch 1887 | loss: 0.0311207 | val_loss: 0.0311446 | Time: 2324.43 ms
[2022-03-21 23:52:44 main:574] : INFO : Epoch 1888 | loss: 0.031114 | val_loss: 0.0311431 | Time: 2489.87 ms
[2022-03-21 23:52:46 main:574] : INFO : Epoch 1889 | loss: 0.031111 | val_loss: 0.0311528 | Time: 2415.22 ms
[2022-03-21 23:52:49 main:574] : INFO : Epoch 1890 | loss: 0.031113 | val_loss: 0.0311488 | Time: 2319.18 ms
[2022-03-21 23:52:51 main:574] : INFO : Epoch 1891 | loss: 0.0311119 | val_loss: 0.0311488 | Time: 2322.73 ms
[2022-03-21 23:52:54 main:574] : INFO : Epoch 1892 | loss: 0.0311066 | val_loss: 0.0311488 | Time: 2328.58 ms
[2022-03-21 23:52:56 main:574] : INFO : Epoch 1893 | loss: 0.0311066 | val_loss: 0.031148 | Time: 2318.62 ms
[2022-03-21 23:52:58 main:574] : INFO : Epoch 1894 | loss: 0.0311055 | val_loss: 0.0311514 | Time: 2320.42 ms
[2022-03-21 23:53:01 main:574] : INFO : Epoch 1895 | loss: 0.0311151 | val_loss: 0.0311679 | Time: 2511.61 ms
[2022-03-21 23:53:03 main:574] : INFO : Epoch 1896 | loss: 0.031113 | val_loss: 0.0311531 | Time: 2326.12 ms
[2022-03-21 23:53:06 main:574] : INFO : Epoch 1897 | loss: 0.0311095 | val_loss: 0.0311521 | Time: 2331.51 ms
[2022-03-21 23:53:08 main:574] : INFO : Epoch 1898 | loss: 0.031108 | val_loss: 0.0311481 | Time: 2319.72 ms
[2022-03-21 23:53:11 main:574] : INFO : Epoch 1899 | loss: 0.0311095 | val_loss: 0.0311559 | Time: 2328.11 ms
[2022-03-21 23:53:13 main:574] : INFO : Epoch 1900 | loss: 0.0311098 | val_loss: 0.0311664 | Time: 2516.76 ms
[2022-03-21 23:53:16 main:574] : INFO : Epoch 1901 | loss: 0.0311123 | val_loss: 0.0311462 | Time: 2446.68 ms
[2022-03-21 23:53:18 main:574] : INFO : Epoch 1902 | loss: 0.0311185 | val_loss: 0.0311485 | Time: 2318.18 ms
[2022-03-21 23:53:20 main:574] : INFO : Epoch 1903 | loss: 0.0311122 | val_loss: 0.0311512 | Time: 2317.67 ms
[2022-03-21 23:53:23 main:574] : INFO : Epoch 1904 | loss: 0.0311069 | val_loss: 0.0311524 | Time: 2483.49 ms
[2022-03-21 23:53:25 main:574] : INFO : Epoch 1905 | loss: 0.0311044 | val_loss: 0.0311474 | Time: 2318.78 ms
[2022-03-21 23:53:28 main:574] : INFO : Epoch 1906 | loss: 0.0311061 | val_loss: 0.0311485 | Time: 2325.35 ms
[2022-03-21 23:53:30 main:574] : INFO : Epoch 1907 | loss: 0.0311053 | val_loss: 0.0311483 | Time: 2319.3 ms
[2022-03-21 23:53:33 main:574] : INFO : Epoch 1908 | loss: 0.0311043 | val_loss: 0.0311461 | Time: 2319.46 ms
[2022-03-21 23:53:35 main:574] : INFO : Epoch 1909 | loss: 0.0311138 | val_loss: 0.0311431 | Time: 2327.03 ms
[2022-03-21 23:53:38 main:574] : INFO : Epoch 1910 | loss: 0.0311131 | val_loss: 0.0311488 | Time: 2509.32 ms
[2022-03-21 23:53:40 main:574] : INFO : Epoch 1911 | loss: 0.0311156 | val_loss: 0.0311513 | Time: 2425.1 ms
[2022-03-21 23:53:42 main:574] : INFO : Epoch 1912 | loss: 0.0311126 | val_loss: 0.0311448 | Time: 2329.13 ms
[2022-03-21 23:53:45 main:574] : INFO : Epoch 1913 | loss: 0.0311083 | val_loss: 0.0311455 | Time: 2329.76 ms
[2022-03-21 23:53:47 main:574] : INFO : Epoch 1914 | loss: 0.0311122 | val_loss: 0.0311469 | Time: 2318.52 ms
[2022-03-21 23:53:50 main:574] : INFO : Epoch 1915 | loss: 0.0311205 | val_loss: 0.031157 | Time: 2321.96 ms
[2022-03-21 23:53:52 main:574] : INFO : Epoch 1916 | loss: 0.0311442 | val_loss: 0.0311529 | Time: 2534.74 ms
[2022-03-21 23:53:55 main:574] : INFO : Epoch 1917 | loss: 0.0311379 | val_loss: 0.0311503 | Time: 2315.76 ms
[2022-03-21 23:53:57 main:574] : INFO : Epoch 1918 | loss: 0.0311318 | val_loss: 0.0311478 | Time: 2321.97 ms
[2022-03-21 23:53:59 main:574] : INFO : Epoch 1919 | loss: 0.0311301 | val_loss: 0.0311539 | Time: 2325.32 ms
[2022-03-21 23:54:02 main:574] : INFO : Epoch 1920 | loss: 0.0311326 | val_loss: 0.0311482 | Time: 2320.77 ms
[2022-03-21 23:54:04 main:574] : INFO : Epoch 1921 | loss: 0.0311304 | val_loss: 0.0311494 | Time: 2321.13 ms
[2022-03-21 23:54:07 main:574] : INFO : Epoch 1922 | loss: 0.0311267 | val_loss: 0.0311478 | Time: 2523.39 ms
[2022-03-21 23:54:09 main:574] : INFO : Epoch 1923 | loss: 0.0311239 | val_loss: 0.031146 | Time: 2318.07 ms
[2022-03-21 23:54:12 main:574] : INFO : Epoch 1924 | loss: 0.0311237 | val_loss: 0.0311498 | Time: 2324.07 ms
[2022-03-21 23:54:14 main:574] : INFO : Epoch 1925 | loss: 0.0311224 | val_loss: 0.0311419 | Time: 2479.46 ms
[2022-03-21 23:54:17 main:574] : INFO : Epoch 1926 | loss: 0.0311191 | val_loss: 0.0311451 | Time: 2328.73 ms
[2022-03-21 23:54:19 main:574] : INFO : Epoch 1927 | loss: 0.0311163 | val_loss: 0.0311407 | Time: 2323.2 ms
[2022-03-21 23:54:21 main:574] : INFO : Epoch 1928 | loss: 0.0311173 | val_loss: 0.0311466 | Time: 2316.56 ms
[2022-03-21 23:54:24 main:574] : INFO : Epoch 1929 | loss: 0.0311148 | val_loss: 0.031147 | Time: 2316.72 ms
[2022-03-21 23:54:26 main:574] : INFO : Epoch 1930 | loss: 0.031114 | val_loss: 0.0311406 | Time: 2321.43 ms
[2022-03-21 23:54:29 main:574] : INFO : Epoch 1931 | loss: 0.0311113 | val_loss: 0.0311422 | Time: 2507.97 ms
[2022-03-21 23:54:31 main:574] : INFO : Epoch 1932 | loss: 0.0311131 | val_loss: 0.031144 | Time: 2321.82 ms
[2022-03-21 23:54:33 main:574] : INFO : Epoch 1933 | loss: 0.0311142 | val_loss: 0.031152 | Time: 2323.48 ms
[2022-03-21 23:54:36 main:574] : INFO : Epoch 1934 | loss: 0.0311943 | val_loss: 0.0311998 | Time: 2318.38 ms
[2022-03-21 23:54:38 main:574] : INFO : Epoch 1935 | loss: 0.031197 | val_loss: 0.0311909 | Time: 2322.5 ms
[2022-03-21 23:54:41 main:574] : INFO : Epoch 1936 | loss: 0.0311878 | val_loss: 0.0311793 | Time: 2317.46 ms
[2022-03-21 23:54:43 main:574] : INFO : Epoch 1937 | loss: 0.0311784 | val_loss: 0.0311705 | Time: 2325.61 ms
[2022-03-21 23:54:45 main:574] : INFO : Epoch 1938 | loss: 0.0311739 | val_loss: 0.0311679 | Time: 2320.62 ms
[2022-03-21 23:54:48 main:574] : INFO : Epoch 1939 | loss: 0.0311721 | val_loss: 0.0311731 | Time: 2311.92 ms
[2022-03-21 23:54:50 main:574] : INFO : Epoch 1940 | loss: 0.0311713 | val_loss: 0.0311683 | Time: 2330.71 ms
[2022-03-21 23:54:53 main:574] : INFO : Epoch 1941 | loss: 0.031169 | val_loss: 0.0311686 | Time: 2322.34 ms
[2022-03-21 23:54:55 main:574] : INFO : Epoch 1942 | loss: 0.0311683 | val_loss: 0.031165 | Time: 2322.61 ms
[2022-03-21 23:54:57 main:574] : INFO : Epoch 1943 | loss: 0.0311654 | val_loss: 0.0311645 | Time: 2319.75 ms
[2022-03-21 23:55:00 main:574] : INFO : Epoch 1944 | loss: 0.0311651 | val_loss: 0.0311638 | Time: 2318.33 ms
[2022-03-21 23:55:02 main:574] : INFO : Epoch 1945 | loss: 0.0311637 | val_loss: 0.0311646 | Time: 2336.15 ms
[2022-03-21 23:55:04 main:574] : INFO : Epoch 1946 | loss: 0.0311649 | val_loss: 0.031163 | Time: 2316.74 ms
[2022-03-21 23:55:07 main:574] : INFO : Epoch 1947 | loss: 0.0311629 | val_loss: 0.0311626 | Time: 2318.38 ms
[2022-03-21 23:55:09 main:574] : INFO : Epoch 1948 | loss: 0.0311614 | val_loss: 0.0311646 | Time: 2319.02 ms
[2022-03-21 23:55:12 main:574] : INFO : Epoch 1949 | loss: 0.0311622 | val_loss: 0.0311617 | Time: 2327.58 ms
[2022-03-21 23:55:14 main:574] : INFO : Epoch 1950 | loss: 0.031162 | val_loss: 0.0311626 | Time: 2317.27 ms
[2022-03-21 23:55:16 main:574] : INFO : Epoch 1951 | loss: 0.0311601 | val_loss: 0.0311618 | Time: 2316.86 ms
[2022-03-21 23:55:19 main:574] : INFO : Epoch 1952 | loss: 0.0311603 | val_loss: 0.0311621 | Time: 2316.09 ms
[2022-03-21 23:55:21 main:574] : INFO : Epoch 1953 | loss: 0.0311596 | val_loss: 0.0311601 | Time: 2326.04 ms
[2022-03-21 23:55:24 main:574] : INFO : Epoch 1954 | loss: 0.0311594 | val_loss: 0.0311593 | Time: 2323.32 ms
[2022-03-21 23:55:26 main:574] : INFO : Epoch 1955 | loss: 0.0311573 | val_loss: 0.0311596 | Time: 2325.33 ms
[2022-03-21 23:55:28 main:574] : INFO : Epoch 1956 | loss: 0.0311567 | val_loss: 0.0311591 | Time: 2326.22 ms
[2022-03-21 23:55:31 main:574] : INFO : Epoch 1957 | loss: 0.0311583 | val_loss: 0.0311613 | Time: 2319.14 ms
[2022-03-21 23:55:33 main:574] : INFO : Epoch 1958 | loss: 0.0311576 | val_loss: 0.0311587 | Time: 2329.21 ms
[2022-03-21 23:55:36 main:574] : INFO : Epoch 1959 | loss: 0.0311584 | val_loss: 0.0311585 | Time: 2521.08 ms
[2022-03-21 23:55:38 main:574] : INFO : Epoch 1960 | loss: 0.0311588 | val_loss: 0.0311571 | Time: 2323.07 ms
[2022-03-21 23:55:41 main:574] : INFO : Epoch 1961 | loss: 0.0311576 | val_loss: 0.0311561 | Time: 2318.9 ms
[2022-03-21 23:55:43 main:574] : INFO : Epoch 1962 | loss: 0.0311597 | val_loss: 0.0311583 | Time: 2324.87 ms
[2022-03-21 23:55:45 main:574] : INFO : Epoch 1963 | loss: 0.0311585 | val_loss: 0.0311612 | Time: 2320.74 ms
[2022-03-21 23:55:48 main:574] : INFO : Epoch 1964 | loss: 0.0311586 | val_loss: 0.0311589 | Time: 2456.93 ms
[2022-03-21 23:55:50 main:574] : INFO : Epoch 1965 | loss: 0.0311592 | val_loss: 0.0311604 | Time: 2322.43 ms
[2022-03-21 23:55:53 main:574] : INFO : Epoch 1966 | loss: 0.0311554 | val_loss: 0.0311565 | Time: 2482.08 ms
[2022-03-21 23:55:55 main:574] : INFO : Epoch 1967 | loss: 0.0311535 | val_loss: 0.0311568 | Time: 2324.19 ms
[2022-03-21 23:55:58 main:574] : INFO : Epoch 1968 | loss: 0.0311544 | val_loss: 0.0311576 | Time: 2308.06 ms
[2022-03-21 23:56:00 main:574] : INFO : Epoch 1969 | loss: 0.031154 | val_loss: 0.0311568 | Time: 2338.21 ms
[2022-03-21 23:56:02 main:574] : INFO : Epoch 1970 | loss: 0.0311516 | val_loss: 0.0311585 | Time: 2310.68 ms
[2022-03-21 23:56:05 main:574] : INFO : Epoch 1971 | loss: 0.0311519 | val_loss: 0.0311576 | Time: 2318.87 ms
[2022-03-21 23:56:07 main:574] : INFO : Epoch 1972 | loss: 0.0311533 | val_loss: 0.0311568 | Time: 2325.58 ms
[2022-03-21 23:56:10 main:574] : INFO : Epoch 1973 | loss: 0.031156 | val_loss: 0.0311601 | Time: 2492.28 ms
[2022-03-21 23:56:12 main:574] : INFO : Epoch 1974 | loss: 0.0311513 | val_loss: 0.0311543 | Time: 2323.25 ms
[2022-03-21 23:56:14 main:574] : INFO : Epoch 1975 | loss: 0.0311497 | val_loss: 0.031155 | Time: 2320.73 ms
[2022-03-21 23:56:17 main:574] : INFO : Epoch 1976 | loss: 0.0311488 | val_loss: 0.0311567 | Time: 2320.51 ms
[2022-03-21 23:56:19 main:574] : INFO : Epoch 1977 | loss: 0.0311487 | val_loss: 0.0311562 | Time: 2463.14 ms
[2022-03-21 23:56:22 main:574] : INFO : Epoch 1978 | loss: 0.0311485 | val_loss: 0.0311568 | Time: 2327.46 ms
[2022-03-21 23:56:24 main:574] : INFO : Epoch 1979 | loss: 0.0311489 | val_loss: 0.0311569 | Time: 2328.25 ms
[2022-03-21 23:56:27 main:574] : INFO : Epoch 1980 | loss: 0.0311473 | val_loss: 0.0311546 | Time: 2326.13 ms
[2022-03-21 23:56:29 main:574] : INFO : Epoch 1981 | loss: 0.0311468 | val_loss: 0.0311549 | Time: 2319.13 ms
[2022-03-21 23:56:31 main:574] : INFO : Epoch 1982 | loss: 0.0311467 | val_loss: 0.0311563 | Time: 2418.08 ms
[2022-03-21 23:56:34 main:574] : INFO : Epoch 1983 | loss: 0.0311469 | val_loss: 0.0311558 | Time: 2318.73 ms
[2022-03-21 23:56:36 main:574] : INFO : Epoch 1984 | loss: 0.0311469 | val_loss: 0.0311568 | Time: 2549.19 ms
[2022-03-21 23:56:39 main:574] : INFO : Epoch 1985 | loss: 0.0311491 | val_loss: 0.031156 | Time: 2320.85 ms
[2022-03-21 23:56:41 main:574] : INFO : Epoch 1986 | loss: 0.0311479 | val_loss: 0.0311542 | Time: 2540.27 ms
[2022-03-21 23:56:44 main:574] : INFO : Epoch 1987 | loss: 0.0311474 | val_loss: 0.0311563 | Time: 2313.44 ms
[2022-03-21 23:56:46 main:574] : INFO : Epoch 1988 | loss: 0.0311456 | val_loss: 0.0311547 | Time: 2317.94 ms
[2022-03-21 23:56:49 main:574] : INFO : Epoch 1989 | loss: 0.0311453 | val_loss: 0.0311555 | Time: 2327.31 ms
[2022-03-21 23:56:51 main:574] : INFO : Epoch 1990 | loss: 0.0311455 | val_loss: 0.0311561 | Time: 2320.32 ms
[2022-03-21 23:56:53 main:574] : INFO : Epoch 1991 | loss: 0.0311446 | val_loss: 0.0311598 | Time: 2317.18 ms
[2022-03-21 23:56:56 main:574] : INFO : Epoch 1992 | loss: 0.0311447 | val_loss: 0.0311554 | Time: 2321.07 ms
[2022-03-21 23:56:58 main:574] : INFO : Epoch 1993 | loss: 0.031142 | val_loss: 0.0311553 | Time: 2316.67 ms
[2022-03-21 23:57:00 main:574] : INFO : Epoch 1994 | loss: 0.0311428 | val_loss: 0.0311566 | Time: 2323.5 ms
[2022-03-21 23:57:03 main:574] : INFO : Epoch 1995 | loss: 0.0311417 | val_loss: 0.0311544 | Time: 2323.3 ms
[2022-03-21 23:57:05 main:574] : INFO : Epoch 1996 | loss: 0.0311418 | val_loss: 0.0311571 | Time: 2325.88 ms
[2022-03-21 23:57:08 main:574] : INFO : Epoch 1997 | loss: 0.0311422 | val_loss: 0.0311559 | Time: 2319.7 ms
[2022-03-21 23:57:10 main:574] : INFO : Epoch 1998 | loss: 0.031141 | val_loss: 0.0311561 | Time: 2314.74 ms
[2022-03-21 23:57:12 main:574] : INFO : Epoch 1999 | loss: 0.0311395 | val_loss: 0.0311558 | Time: 2326.21 ms
[2022-03-21 23:57:15 main:574] : INFO : Epoch 2000 | loss: 0.0311408 | val_loss: 0.0311559 | Time: 2312.51 ms
[2022-03-21 23:57:17 main:574] : INFO : Epoch 2001 | loss: 0.0311411 | val_loss: 0.0311569 | Time: 2319.45 ms
[2022-03-21 23:57:20 main:574] : INFO : Epoch 2002 | loss: 0.0311391 | val_loss: 0.0311538 | Time: 2316.7 ms
[2022-03-21 23:57:22 main:574] : INFO : Epoch 2003 | loss: 0.0311391 | val_loss: 0.031157 | Time: 2321.32 ms
[2022-03-21 23:57:24 main:574] : INFO : Epoch 2004 | loss: 0.0311384 | val_loss: 0.0311576 | Time: 2322.51 ms
[2022-03-21 23:57:27 main:574] : INFO : Epoch 2005 | loss: 0.031139 | val_loss: 0.0311557 | Time: 2326.04 ms
[2022-03-21 23:57:29 main:574] : INFO : Epoch 2006 | loss: 0.0311392 | val_loss: 0.0311575 | Time: 2309.02 ms
[2022-03-21 23:57:31 main:574] : INFO : Epoch 2007 | loss: 0.031139 | val_loss: 0.0311569 | Time: 2324.04 ms
[2022-03-21 23:57:34 main:574] : INFO : Epoch 2008 | loss: 0.0311396 | val_loss: 0.031155 | Time: 2316.65 ms
[2022-03-21 23:57:36 main:574] : INFO : Epoch 2009 | loss: 0.03114 | val_loss: 0.0311594 | Time: 2317.73 ms
[2022-03-21 23:57:39 main:574] : INFO : Epoch 2010 | loss: 0.0311399 | val_loss: 0.0311579 | Time: 2327.82 ms
[2022-03-21 23:57:41 main:574] : INFO : Epoch 2011 | loss: 0.03114 | val_loss: 0.0311556 | Time: 2322.7 ms
[2022-03-21 23:57:43 main:574] : INFO : Epoch 2012 | loss: 0.0311391 | val_loss: 0.0311569 | Time: 2320.16 ms
[2022-03-21 23:57:46 main:574] : INFO : Epoch 2013 | loss: 0.0311378 | val_loss: 0.0311557 | Time: 2318.43 ms
[2022-03-21 23:57:48 main:574] : INFO : Epoch 2014 | loss: 0.0311389 | val_loss: 0.0311583 | Time: 2314.69 ms
[2022-03-21 23:57:50 main:574] : INFO : Epoch 2015 | loss: 0.0311382 | val_loss: 0.031156 | Time: 2323.2 ms
[2022-03-21 23:57:53 main:574] : INFO : Epoch 2016 | loss: 0.0311386 | val_loss: 0.0311585 | Time: 2326.48 ms
[2022-03-21 23:57:55 main:574] : INFO : Epoch 2017 | loss: 0.0311397 | val_loss: 0.0311593 | Time: 2325.97 ms
[2022-03-21 23:57:58 main:574] : INFO : Epoch 2018 | loss: 0.031142 | val_loss: 0.0311597 | Time: 2320.38 ms
[2022-03-21 23:58:00 main:574] : INFO : Epoch 2019 | loss: 0.0311435 | val_loss: 0.0311589 | Time: 2485.54 ms
[2022-03-21 23:58:03 main:574] : INFO : Epoch 2020 | loss: 0.0311405 | val_loss: 0.0311584 | Time: 2317.09 ms
[2022-03-21 23:58:05 main:574] : INFO : Epoch 2021 | loss: 0.0311395 | val_loss: 0.0311543 | Time: 2316.35 ms
[2022-03-21 23:58:07 main:574] : INFO : Epoch 2022 | loss: 0.0311399 | val_loss: 0.0311554 | Time: 2324.66 ms
[2022-03-21 23:58:10 main:574] : INFO : Epoch 2023 | loss: 0.0311363 | val_loss: 0.0311541 | Time: 2325.7 ms
[2022-03-21 23:58:12 main:574] : INFO : Epoch 2024 | loss: 0.0311363 | val_loss: 0.0311544 | Time: 2322.31 ms
[2022-03-21 23:58:15 main:574] : INFO : Epoch 2025 | loss: 0.0311383 | val_loss: 0.0311535 | Time: 2315.1 ms
[2022-03-21 23:58:17 main:574] : INFO : Epoch 2026 | loss: 0.0311364 | val_loss: 0.0311547 | Time: 2460.2 ms
[2022-03-21 23:58:20 main:574] : INFO : Epoch 2027 | loss: 0.0311393 | val_loss: 0.0311577 | Time: 2435.74 ms
[2022-03-21 23:58:22 main:574] : INFO : Epoch 2028 | loss: 0.0311411 | val_loss: 0.0311541 | Time: 2323.39 ms
[2022-03-21 23:58:24 main:574] : INFO : Epoch 2029 | loss: 0.0311385 | val_loss: 0.031152 | Time: 2330.02 ms
[2022-03-21 23:58:27 main:574] : INFO : Epoch 2030 | loss: 0.0311359 | val_loss: 0.0311523 | Time: 2329.05 ms
[2022-03-21 23:58:29 main:574] : INFO : Epoch 2031 | loss: 0.0311348 | val_loss: 0.0311506 | Time: 2543.07 ms
[2022-03-21 23:58:32 main:574] : INFO : Epoch 2032 | loss: 0.0311369 | val_loss: 0.0311531 | Time: 2324.11 ms
[2022-03-21 23:58:34 main:574] : INFO : Epoch 2033 | loss: 0.0311363 | val_loss: 0.0311572 | Time: 2327.2 ms
[2022-03-21 23:58:37 main:574] : INFO : Epoch 2034 | loss: 0.0311384 | val_loss: 0.0311571 | Time: 2324.7 ms
[2022-03-21 23:58:39 main:574] : INFO : Epoch 2035 | loss: 0.0311343 | val_loss: 0.0311573 | Time: 2311.98 ms
[2022-03-21 23:58:41 main:574] : INFO : Epoch 2036 | loss: 0.0311334 | val_loss: 0.0311568 | Time: 2325.38 ms
[2022-03-21 23:58:44 main:574] : INFO : Epoch 2037 | loss: 0.0311335 | val_loss: 0.0311562 | Time: 2321.86 ms
[2022-03-21 23:58:46 main:574] : INFO : Epoch 2038 | loss: 0.031131 | val_loss: 0.0311561 | Time: 2318.45 ms
[2022-03-21 23:58:48 main:574] : INFO : Epoch 2039 | loss: 0.0311331 | val_loss: 0.0311575 | Time: 2316.54 ms
[2022-03-21 23:58:51 main:574] : INFO : Epoch 2040 | loss: 0.031134 | val_loss: 0.0311575 | Time: 2323.58 ms
[2022-03-21 23:58:53 main:574] : INFO : Epoch 2041 | loss: 0.0311338 | val_loss: 0.0311561 | Time: 2336.01 ms
[2022-03-21 23:58:56 main:574] : INFO : Epoch 2042 | loss: 0.0311388 | val_loss: 0.0311645 | Time: 2488.62 ms
[2022-03-21 23:58:58 main:574] : INFO : Epoch 2043 | loss: 0.0311445 | val_loss: 0.0311598 | Time: 2316.75 ms
[2022-03-21 23:59:01 main:574] : INFO : Epoch 2044 | loss: 0.0311385 | val_loss: 0.0311539 | Time: 2322.59 ms
[2022-03-21 23:59:03 main:574] : INFO : Epoch 2045 | loss: 0.0311369 | val_loss: 0.0311612 | Time: 2322.71 ms
[2022-03-21 23:59:05 main:574] : INFO : Epoch 2046 | loss: 0.0311406 | val_loss: 0.0311547 | Time: 2326.26 ms
[2022-03-21 23:59:08 main:574] : INFO : Epoch 2047 | loss: 0.0311439 | val_loss: 0.0311547 | Time: 2324.71 ms
[2022-03-21 23:59:10 main:574] : INFO : Epoch 2048 | loss: 0.0311414 | val_loss: 0.0311536 | Time: 2326.49 ms
[2022-03-21 23:59:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311536
[2022-03-21 23:59:10 main:603] : INFO : Saving end state to config to file
[2022-03-21 23:59:10 main:608] : INFO : Success, exiting..
23:59:10 (10828): 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)