Task 5237340
| Name | ParityMachine-1619581736-31665-3_0 |
| Workunit | 3152240 |
| Created | 26 May 2021, 7:29:58 UTC |
| Sent | 29 May 2021, 3:49:40 UTC |
| Report deadline | 5 Jun 2021, 3:49:40 UTC |
| Received | 29 May 2021, 9:57:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 3 min 58 sec |
| CPU time | 5 hours 38 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0115.9 ms [2021-05-29 10:25:50 main:574] : INFO : Epoch 1542 | loss: 0.0311249 | val_loss: 0.0311514 | Time: 10000.4 ms [2021-05-29 10:26:01 main:574] : INFO : Epoch 1543 | loss: 0.0311236 | val_loss: 0.0311509 | Time: 10623.8 ms [2021-05-29 10:26:11 main:574] : INFO : Epoch 1544 | loss: 0.0311239 | val_loss: 0.031156 | Time: 10227.2 ms [2021-05-29 10:26:23 main:574] : INFO : Epoch 1545 | loss: 0.0311256 | val_loss: 0.0311555 | Time: 11393 ms [2021-05-29 10:26:32 main:574] : INFO : Epoch 1546 | loss: 0.0311267 | val_loss: 0.0311533 | Time: 9718.2 ms [2021-05-29 10:26:42 main:574] : INFO : Epoch 1547 | loss: 0.0311341 | val_loss: 0.0311587 | Time: 9688.75 ms [2021-05-29 10:26:53 main:574] : INFO : Epoch 1548 | loss: 0.0311401 | val_loss: 0.0311571 | Time: 10665.9 ms [2021-05-29 10:27:03 main:574] : INFO : Epoch 1549 | loss: 0.0311393 | val_loss: 0.0311594 | Time: 10519.8 ms [2021-05-29 10:27:15 main:574] : INFO : Epoch 1550 | loss: 0.0311359 | val_loss: 0.0311543 | Time: 11123.4 ms [2021-05-29 10:27:24 main:574] : INFO : Epoch 1551 | loss: 0.031134 | val_loss: 0.0311556 | Time: 9659.75 ms [2021-05-29 10:27:35 main:574] : INFO : Epoch 1552 | loss: 0.0311328 | val_loss: 0.031159 | Time: 10945.4 ms [2021-05-29 10:27:46 main:574] : INFO : Epoch 1553 | loss: 0.0311341 | val_loss: 0.0311577 | Time: 10507 ms [2021-05-29 10:27:57 main:574] : INFO : Epoch 1554 | loss: 0.0311301 | val_loss: 0.0311537 | Time: 10785 ms [2021-05-29 10:28:07 main:574] : INFO : Epoch 1555 | loss: 0.0311314 | val_loss: 0.0311553 | Time: 10158.9 ms [2021-05-29 10:28:18 main:574] : INFO : Epoch 1556 | loss: 0.0311296 | val_loss: 0.0311563 | Time: 10720.9 ms [2021-05-29 10:28:29 main:574] : INFO : Epoch 1557 | loss: 0.0311292 | val_loss: 0.0311555 | Time: 10879.8 ms [2021-05-29 10:28:38 main:574] : INFO : Epoch 1558 | loss: 0.0311283 | val_loss: 0.0311529 | Time: 9672.83 ms [2021-05-29 10:28:49 main:574] : INFO : Epoch 1559 | loss: 0.0311292 | val_loss: 0.0311557 | Time: 10492.6 ms [2021-05-29 10:29:00 main:574] : INFO : Epoch 1560 | loss: 0.0311307 | val_loss: 0.0311599 | Time: 10779.3 ms [2021-05-29 10:29:10 main:574] : INFO : Epoch 1561 | loss: 0.0311328 | val_loss: 0.0311574 | Time: 10231.9 ms [2021-05-29 10:29:21 main:574] : INFO : Epoch 1562 | loss: 0.0311295 | val_loss: 0.0311564 | Time: 10505.1 ms [2021-05-29 10:29:31 main:574] : INFO : Epoch 1563 | loss: 0.0311286 | val_loss: 0.0311538 | Time: 10284.6 ms [2021-05-29 10:29:42 main:574] : INFO : Epoch 1564 | loss: 0.0311263 | val_loss: 0.0311559 | Time: 11185.7 ms [2021-05-29 10:29:53 main:574] : INFO : Epoch 1565 | loss: 0.0311265 | val_loss: 0.0311555 | Time: 10850.4 ms [2021-05-29 10:30:03 main:574] : INFO : Epoch 1566 | loss: 0.0311253 | val_loss: 0.0311543 | Time: 10429.8 ms [2021-05-29 10:30:14 main:574] : INFO : Epoch 1567 | loss: 0.0311248 | val_loss: 0.0311536 | Time: 10198.1 ms [2021-05-29 10:30:24 main:574] : INFO : Epoch 1568 | loss: 0.0311259 | val_loss: 0.0311571 | Time: 9897.61 ms [2021-05-29 10:30:34 main:574] : INFO : Epoch 1569 | loss: 0.0311282 | val_loss: 0.0311545 | Time: 9982.08 ms [2021-05-29 10:30:44 main:574] : INFO : Epoch 1570 | loss: 0.0311281 | val_loss: 0.0311587 | Time: 10412.8 ms [2021-05-29 10:30:55 main:574] : INFO : Epoch 1571 | loss: 0.0311266 | val_loss: 0.0311563 | Time: 10562 ms [2021-05-29 10:31:05 main:574] : INFO : Epoch 1572 | loss: 0.0311241 | val_loss: 0.0311535 | Time: 10647.5 ms [2021-05-29 10:31:17 main:574] : INFO : Epoch 1573 | loss: 0.0311248 | val_loss: 0.0311491 | Time: 11113.5 ms [2021-05-29 10:31:27 main:574] : INFO : Epoch 1574 | loss: 0.0311243 | val_loss: 0.0311508 | Time: 10653.2 ms [2021-05-29 10:31:38 main:574] : INFO : Epoch 1575 | loss: 0.0311258 | val_loss: 0.031147 | Time: 10271.3 ms [2021-05-29 10:31:49 main:574] : INFO : Epoch 1576 | loss: 0.0311265 | val_loss: 0.0311505 | Time: 11046.3 ms [2021-05-29 10:32:00 main:574] : INFO : Epoch 1577 | loss: 0.0311254 | val_loss: 0.0311553 | Time: 10915.9 ms [2021-05-29 10:32:09 main:574] : INFO : Epoch 1578 | loss: 0.0311245 | val_loss: 0.0311536 | Time: 9663.89 ms [2021-05-29 10:32:20 main:574] : INFO : Epoch 1579 | loss: 0.0311246 | val_loss: 0.0311518 | Time: 10788.3 ms [2021-05-29 10:32:30 main:574] : INFO : Epoch 1580 | loss: 0.0311235 | val_loss: 0.0311515 | Time: 9827.66 ms [2021-05-29 10:32:40 main:574] : INFO : Epoch 1581 | loss: 0.0311248 | val_loss: 0.0311523 | Time: 9923.94 ms [2021-05-29 10:32:51 main:574] : INFO : Epoch 1582 | loss: 0.0311225 | val_loss: 0.0311508 | Time: 10265.7 ms [2021-05-29 10:33:01 main:574] : INFO : Epoch 1583 | loss: 0.0311213 | val_loss: 0.0311517 | Time: 10746.3 ms [2021-05-29 10:33:12 main:574] : INFO : Epoch 1584 | loss: 0.0311224 | val_loss: 0.0311523 | Time: 10592.5 ms [2021-05-29 10:33:23 main:574] : INFO : Epoch 1585 | loss: 0.0311229 | val_loss: 0.0311511 | Time: 10758.4 ms [2021-05-29 10:33:33 main:574] : INFO : Epoch 1586 | loss: 0.0311212 | val_loss: 0.0311533 | Time: 10394.6 ms [2021-05-29 10:33:44 main:574] : INFO : Epoch 1587 | loss: 0.0311216 | val_loss: 0.0311569 | Time: 10672.9 ms [2021-05-29 10:33:55 main:574] : INFO : Epoch 1588 | loss: 0.0311215 | val_loss: 0.0311504 | Time: 10754 ms [2021-05-29 10:34:06 main:574] : INFO : Epoch 1589 | loss: 0.0311224 | val_loss: 0.031147 | Time: 10636 ms [2021-05-29 10:34:17 main:574] : INFO : Epoch 1590 | loss: 0.0311206 | val_loss: 0.0311512 | Time: 11323.9 ms [2021-05-29 10:34:28 main:574] : INFO : Epoch 1591 | loss: 0.0311199 | val_loss: 0.0311477 | Time: 10725 ms [2021-05-29 10:34:38 main:574] : INFO : Epoch 1592 | loss: 0.031119 | val_loss: 0.0311508 | Time: 10682.8 ms [2021-05-29 10:34:49 main:574] : INFO : Epoch 1593 | loss: 0.0311187 | val_loss: 0.0311526 | Time: 10489.3 ms [2021-05-29 10:35:00 main:574] : INFO : Epoch 1594 | loss: 0.0311174 | val_loss: 0.0311493 | Time: 10427.9 ms [2021-05-29 10:35:10 main:574] : INFO : Epoch 1595 | loss: 0.0311197 | val_loss: 0.0311527 | Time: 10142.3 ms [2021-05-29 10:35:21 main:574] : INFO : Epoch 1596 | loss: 0.0311182 | val_loss: 0.0311492 | Time: 11302.7 ms [2021-05-29 10:35:32 main:574] : INFO : Epoch 1597 | loss: 0.0311184 | val_loss: 0.0311513 | Time: 10968.8 ms [2021-05-29 10:35:42 main:574] : INFO : Epoch 1598 | loss: 0.0311215 | val_loss: 0.031156 | Time: 10023.2 ms [2021-05-29 10:35:53 main:574] : INFO : Epoch 1599 | loss: 0.031121 | val_loss: 0.0311539 | Time: 10397.4 ms [2021-05-29 10:36:04 main:574] : INFO : Epoch 1600 | loss: 0.031128 | val_loss: 0.0311498 | Time: 10862.7 ms [2021-05-29 10:36:14 main:574] : INFO : Epoch 1601 | loss: 0.0311274 | val_loss: 0.0311561 | Time: 10695.4 ms [2021-05-29 10:36:25 main:574] : INFO : Epoch 1602 | loss: 0.0311268 | val_loss: 0.0311533 | Time: 10329.9 ms [2021-05-29 10:36:35 main:574] : INFO : Epoch 1603 | loss: 0.0311269 | val_loss: 0.0311569 | Time: 10620.3 ms [2021-05-29 10:36:46 main:574] : INFO : Epoch 1604 | loss: 0.0311275 | val_loss: 0.0311532 | Time: 11105.6 ms [2021-05-29 10:36:57 main:574] : INFO : Epoch 1605 | loss: 0.0311345 | val_loss: 0.0311531 | Time: 10431.8 ms [2021-05-29 10:37:07 main:574] : INFO : Epoch 1606 | loss: 0.0311331 | val_loss: 0.0311559 | Time: 10285.7 ms [2021-05-29 10:37:18 main:574] : INFO : Epoch 1607 | loss: 0.0311293 | val_loss: 0.0311533 | Time: 10263.3 ms [2021-05-29 10:37:28 main:574] : INFO : Epoch 1608 | loss: 0.0311321 | val_loss: 0.0311575 | Time: 10256.6 ms [2021-05-29 10:37:38 main:574] : INFO : Epoch 1609 | loss: 0.0311281 | val_loss: 0.0311501 | Time: 9765.12 ms [2021-05-29 10:37:48 main:574] : INFO : Epoch 1610 | loss: 0.0311265 | val_loss: 0.0311554 | Time: 10417.4 ms [2021-05-29 10:37:59 main:574] : INFO : Epoch 1611 | loss: 0.0311272 | val_loss: 0.031154 | Time: 11091 ms [2021-05-29 10:38:10 main:574] : INFO : Epoch 1612 | loss: 0.0311258 | val_loss: 0.0311505 | Time: 10421.1 ms [2021-05-29 10:38:20 main:574] : INFO : Epoch 1613 | loss: 0.0311234 | val_loss: 0.0311522 | Time: 10745.8 ms [2021-05-29 10:38:31 main:574] : INFO : Epoch 1614 | loss: 0.0311253 | val_loss: 0.0311521 | Time: 10964.1 ms [2021-05-29 10:38:41 main:574] : INFO : Epoch 1615 | loss: 0.0311315 | val_loss: 0.031152 | Time: 9885.13 ms [2021-05-29 10:38:52 main:574] : INFO : Epoch 1616 | loss: 0.0311268 | val_loss: 0.0311491 | Time: 10243.8 ms [2021-05-29 10:39:03 main:574] : INFO : Epoch 1617 | loss: 0.0311242 | val_loss: 0.0311491 | Time: 10930.3 ms [2021-05-29 10:39:13 main:574] : INFO : Epoch 1618 | loss: 0.0311219 | val_loss: 0.0311502 | Time: 10146 ms [2021-05-29 10:39:24 main:574] : INFO : Epoch 1619 | loss: 0.0311211 | val_loss: 0.031151 | Time: 11062.6 ms [2021-05-29 10:39:36 main:574] : INFO : Epoch 1620 | loss: 0.0311227 | val_loss: 0.0311511 | Time: 11691.4 ms [2021-05-29 10:39:46 main:574] : INFO : Epoch 1621 | loss: 0.0311209 | val_loss: 0.031152 | Time: 10041.2 ms [2021-05-29 10:39:56 main:574] : INFO : Epoch 1622 | loss: 0.0311223 | val_loss: 0.0311506 | Time: 9929.16 ms [2021-05-29 10:40:06 main:574] : INFO : Epoch 1623 | loss: 0.0311246 | val_loss: 0.0311494 | Time: 10111.1 ms [2021-05-29 10:40:17 main:574] : INFO : Epoch 1624 | loss: 0.0311248 | val_loss: 0.0311593 | Time: 11358.5 ms [2021-05-29 10:40:27 main:574] : INFO : Epoch 1625 | loss: 0.0311265 | val_loss: 0.0311553 | Time: 10087.9 ms [2021-05-29 10:40:37 main:574] : INFO : Epoch 1626 | loss: 0.0311229 | val_loss: 0.031147 | Time: 9626.82 ms [2021-05-29 10:40:48 main:574] : INFO : Epoch 1627 | loss: 0.031125 | val_loss: 0.0311486 | Time: 11186.8 ms [2021-05-29 10:40:59 main:574] : INFO : Epoch 1628 | loss: 0.0311233 | val_loss: 0.0311516 | Time: 10315.7 ms [2021-05-29 10:41:10 main:574] : INFO : Epoch 1629 | loss: 0.0311207 | val_loss: 0.0311479 | Time: 10820.9 ms [2021-05-29 10:41:20 main:574] : INFO : Epoch 1630 | loss: 0.0311199 | val_loss: 0.0311545 | Time: 10861.1 ms [2021-05-29 10:41:31 main:574] : INFO : Epoch 1631 | loss: 0.0311199 | val_loss: 0.0311532 | Time: 10607.1 ms [2021-05-29 10:41:42 main:574] : INFO : Epoch 1632 | loss: 0.0311195 | val_loss: 0.0311553 | Time: 10669.2 ms [2021-05-29 10:41:53 main:574] : INFO : Epoch 1633 | loss: 0.0311222 | val_loss: 0.0311516 | Time: 10863.6 ms [2021-05-29 10:42:04 main:574] : INFO : Epoch 1634 | loss: 0.0311193 | val_loss: 0.0311529 | Time: 10748.1 ms [2021-05-29 10:42:14 main:574] : INFO : Epoch 1635 | loss: 0.0311181 | val_loss: 0.0311516 | Time: 10382.5 ms [2021-05-29 10:42:25 main:574] : INFO : Epoch 1636 | loss: 0.0311154 | val_loss: 0.0311502 | Time: 10983.4 ms [2021-05-29 10:42:36 main:574] : INFO : Epoch 1637 | loss: 0.0311147 | val_loss: 0.0311513 | Time: 10424.7 ms [2021-05-29 10:42:47 main:574] : INFO : Epoch 1638 | loss: 0.0311158 | val_loss: 0.0311546 | Time: 11009.4 ms [2021-05-29 10:42:57 main:574] : INFO : Epoch 1639 | loss: 0.0311182 | val_loss: 0.0311518 | Time: 10131 ms [2021-05-29 10:43:07 main:574] : INFO : Epoch 1640 | loss: 0.0311174 | val_loss: 0.0311531 | Time: 10316.1 ms [2021-05-29 10:43:17 main:574] : INFO : Epoch 1641 | loss: 0.0311202 | val_loss: 0.0311499 | Time: 9937.75 ms [2021-05-29 10:43:27 main:574] : INFO : Epoch 1642 | loss: 0.0311181 | val_loss: 0.0311518 | Time: 9664.21 ms [2021-05-29 10:43:37 main:574] : INFO : Epoch 1643 | loss: 0.0311205 | val_loss: 0.031148 | Time: 9984.22 ms [2021-05-29 10:43:48 main:574] : INFO : Epoch 1644 | loss: 0.0311198 | val_loss: 0.0311501 | Time: 10644.4 ms [2021-05-29 10:43:58 main:574] : INFO : Epoch 1645 | loss: 0.0311191 | val_loss: 0.0311525 | Time: 10691.3 ms [2021-05-29 10:44:09 main:574] : INFO : Epoch 1646 | loss: 0.0311195 | val_loss: 0.0311508 | Time: 10708.3 ms [2021-05-29 10:44:20 main:574] : INFO : Epoch 1647 | loss: 0.031118 | val_loss: 0.0311495 | Time: 10892.8 ms [2021-05-29 10:44:31 main:574] : INFO : Epoch 1648 | loss: 0.0311222 | val_loss: 0.0311498 | Time: 10886.5 ms [2021-05-29 10:44:42 main:574] : INFO : Epoch 1649 | loss: 0.0311184 | val_loss: 0.0311451 | Time: 11019 ms [2021-05-29 10:44:53 main:574] : INFO : Epoch 1650 | loss: 0.0311169 | val_loss: 0.0311444 | Time: 10441.8 ms [2021-05-29 10:45:04 main:574] : INFO : Epoch 1651 | loss: 0.0311171 | val_loss: 0.0311441 | Time: 10997 ms [2021-05-29 10:45:14 main:574] : INFO : Epoch 1652 | loss: 0.0311174 | val_loss: 0.0311508 | Time: 10826.6 ms [2021-05-29 10:45:26 main:574] : INFO : Epoch 1653 | loss: 0.031119 | val_loss: 0.0311504 | Time: 11063.2 ms [2021-05-29 10:45:37 main:574] : INFO : Epoch 1654 | loss: 0.0311172 | val_loss: 0.0311469 | Time: 10805.6 ms [2021-05-29 10:45:48 main:574] : INFO : Epoch 1655 | loss: 0.031115 | val_loss: 0.0311479 | Time: 11104.1 ms [2021-05-29 10:45:59 main:574] : INFO : Epoch 1656 | loss: 0.031115 | val_loss: 0.0311467 | Time: 10968.2 ms [2021-05-29 10:46:10 main:574] : INFO : Epoch 1657 | loss: 0.031116 | val_loss: 0.0311501 | Time: 10725.3 ms [2021-05-29 10:46:19 main:574] : INFO : Epoch 1658 | loss: 0.0311173 | val_loss: 0.0311486 | Time: 9438.83 ms [2021-05-29 10:46:29 main:574] : INFO : Epoch 1659 | loss: 0.0311166 | val_loss: 0.0311498 | Time: 10195.2 ms [2021-05-29 10:46:40 main:574] : INFO : Epoch 1660 | loss: 0.0311175 | val_loss: 0.0311519 | Time: 10933.8 ms [2021-05-29 10:46:51 main:574] : INFO : Epoch 1661 | loss: 0.0311186 | val_loss: 0.031153 | Time: 10541.2 ms [2021-05-29 10:47:02 main:574] : INFO : Epoch 1662 | loss: 0.0311226 | val_loss: 0.031156 | Time: 10915.7 ms [2021-05-29 10:47:13 main:574] : INFO : Epoch 1663 | loss: 0.0311173 | val_loss: 0.0311477 | Time: 10669.3 ms [2021-05-29 10:47:23 main:574] : INFO : Epoch 1664 | loss: 0.031116 | val_loss: 0.0311538 | Time: 10510.5 ms [2021-05-29 10:47:34 main:574] : INFO : Epoch 1665 | loss: 0.0311163 | val_loss: 0.0311482 | Time: 10587.2 ms [2021-05-29 10:47:44 main:574] : INFO : Epoch 1666 | loss: 0.0311147 | val_loss: 0.0311504 | Time: 10324.4 ms [2021-05-29 10:47:54 main:574] : INFO : Epoch 1667 | loss: 0.0311139 | val_loss: 0.0311495 | Time: 10066.8 ms [2021-05-29 10:48:06 main:574] : INFO : Epoch 1668 | loss: 0.0311168 | val_loss: 0.0311516 | Time: 11258.7 ms [2021-05-29 10:48:16 main:574] : INFO : Epoch 1669 | loss: 0.0311237 | val_loss: 0.0311485 | Time: 10463.3 ms [2021-05-29 10:48:27 main:574] : INFO : Epoch 1670 | loss: 0.0311302 | val_loss: 0.031149 | Time: 10751.1 ms [2021-05-29 10:48:38 main:574] : INFO : Epoch 1671 | loss: 0.0311325 | val_loss: 0.0311563 | Time: 10888.7 ms [2021-05-29 10:48:49 main:574] : INFO : Epoch 1672 | loss: 0.0311284 | val_loss: 0.0311492 | Time: 11243.1 ms [2021-05-29 10:49:00 main:574] : INFO : Epoch 1673 | loss: 0.0311273 | val_loss: 0.0311464 | Time: 10523.7 ms [2021-05-29 10:49:10 main:574] : INFO : Epoch 1674 | loss: 0.0311254 | val_loss: 0.0311465 | Time: 9826.75 ms [2021-05-29 10:49:21 main:574] : INFO : Epoch 1675 | loss: 0.0311246 | val_loss: 0.0311474 | Time: 10720.9 ms [2021-05-29 10:49:31 main:574] : INFO : Epoch 1676 | loss: 0.0311269 | val_loss: 0.0311471 | Time: 9877.4 ms [2021-05-29 10:49:42 main:574] : INFO : Epoch 1677 | loss: 0.0311276 | val_loss: 0.0311483 | Time: 11237.9 ms [2021-05-29 10:49:52 main:574] : INFO : Epoch 1678 | loss: 0.031125 | val_loss: 0.0311512 | Time: 10526.9 ms [2021-05-29 10:50:03 main:574] : INFO : Epoch 1679 | loss: 0.0311263 | val_loss: 0.0311503 | Time: 10190.2 ms [2021-05-29 10:50:14 main:574] : INFO : Epoch 1680 | loss: 0.0311257 | val_loss: 0.0311476 | Time: 10790.4 ms [2021-05-29 10:50:24 main:574] : INFO : Epoch 1681 | loss: 0.0311255 | val_loss: 0.0311442 | Time: 10550 ms [2021-05-29 10:50:35 main:574] : INFO : Epoch 1682 | loss: 0.0311234 | val_loss: 0.0311473 | Time: 10948.1 ms [2021-05-29 10:50:46 main:574] : INFO : Epoch 1683 | loss: 0.0311219 | val_loss: 0.0311475 | Time: 10918 ms [2021-05-29 10:50:57 main:574] : INFO : Epoch 1684 | loss: 0.0311207 | val_loss: 0.0311484 | Time: 10331.6 ms [2021-05-29 10:51:08 main:574] : INFO : Epoch 1685 | loss: 0.0311232 | val_loss: 0.0311493 | Time: 11186.5 ms [2021-05-29 10:51:19 main:574] : INFO : Epoch 1686 | loss: 0.031121 | val_loss: 0.0311513 | Time: 10907.9 ms [2021-05-29 10:51:30 main:574] : INFO : Epoch 1687 | loss: 0.0311192 | val_loss: 0.0311448 | Time: 10673.8 ms [2021-05-29 10:51:40 main:574] : INFO : Epoch 1688 | loss: 0.0311179 | val_loss: 0.0311539 | Time: 10788.7 ms [2021-05-29 10:51:51 main:574] : INFO : Epoch 1689 | loss: 0.0311198 | val_loss: 0.0311473 | Time: 10800.1 ms [2021-05-29 10:52:02 main:574] : INFO : Epoch 1690 | loss: 0.0311187 | val_loss: 0.031151 | Time: 10562 ms [2021-05-29 10:52:13 main:574] : INFO : Epoch 1691 | loss: 0.0311182 | val_loss: 0.0311462 | Time: 10700.4 ms [2021-05-29 10:52:24 main:574] : INFO : Epoch 1692 | loss: 0.031117 | val_loss: 0.0311516 | Time: 10767.6 ms [2021-05-29 10:52:35 main:574] : INFO : Epoch 1693 | loss: 0.0311217 | val_loss: 0.031163 | Time: 11108.4 ms [2021-05-29 10:52:45 main:574] : INFO : Epoch 1694 | loss: 0.03112 | val_loss: 0.0311459 | Time: 10112.3 ms [2021-05-29 10:52:56 main:574] : INFO : Epoch 1695 | loss: 0.031119 | val_loss: 0.0311515 | Time: 11037.8 ms [2021-05-29 10:53:07 main:574] : INFO : Epoch 1696 | loss: 0.0311202 | val_loss: 0.0311477 | Time: 10620.5 ms [2021-05-29 10:53:17 main:574] : INFO : Epoch 1697 | loss: 0.0311189 | val_loss: 0.0311467 | Time: 10081.9 ms [2021-05-29 10:53:27 main:574] : INFO : Epoch 1698 | loss: 0.0311196 | val_loss: 0.031149 | Time: 10242.6 ms [2021-05-29 10:53:38 main:574] : INFO : Epoch 1699 | loss: 0.031122 | val_loss: 0.0311515 | Time: 10440.8 ms [2021-05-29 10:53:48 main:574] : INFO : Epoch 1700 | loss: 0.0311233 | val_loss: 0.0311462 | Time: 9937.69 ms [2021-05-29 10:53:58 main:574] : INFO : Epoch 1701 | loss: 0.0311189 | val_loss: 0.0311456 | Time: 9843.89 ms [2021-05-29 10:54:08 main:574] : INFO : Epoch 1702 | loss: 0.0311191 | val_loss: 0.0311507 | Time: 10723.7 ms [2021-05-29 10:54:19 main:574] : INFO : Epoch 1703 | loss: 0.0311188 | val_loss: 0.0311471 | Time: 11067.3 ms [2021-05-29 10:54:30 main:574] : INFO : Epoch 1704 | loss: 0.0311191 | val_loss: 0.0311472 | Time: 10867.2 ms [2021-05-29 10:54:41 main:574] : INFO : Epoch 1705 | loss: 0.0311199 | val_loss: 0.0311498 | Time: 10196.1 ms [2021-05-29 10:54:52 main:574] : INFO : Epoch 1706 | loss: 0.0311235 | val_loss: 0.0311516 | Time: 10924.8 ms [2021-05-29 10:55:03 main:574] : INFO : Epoch 1707 | loss: 0.0311258 | val_loss: 0.0311498 | Time: 10976.4 ms [2021-05-29 10:55:13 main:574] : INFO : Epoch 1708 | loss: 0.0311236 | val_loss: 0.0311461 | Time: 10446.4 ms [2021-05-29 10:55:24 main:574] : INFO : Epoch 1709 | loss: 0.0311216 | val_loss: 0.0311503 | Time: 11055.3 ms [2021-05-29 10:55:35 main:574] : INFO : Epoch 1710 | loss: 0.0311223 | val_loss: 0.0311515 | Time: 10806.7 ms [2021-05-29 10:55:45 main:574] : INFO : Epoch 1711 | loss: 0.0311236 | val_loss: 0.0311527 | Time: 10170.4 ms [2021-05-29 10:55:56 main:574] : INFO : Epoch 1712 | loss: 0.0311241 | val_loss: 0.0311529 | Time: 10194.3 ms [2021-05-29 10:56:07 main:574] : INFO : Epoch 1713 | loss: 0.031122 | val_loss: 0.0311487 | Time: 10960.2 ms [2021-05-29 10:56:17 main:574] : INFO : Epoch 1714 | loss: 0.0311195 | val_loss: 0.0311498 | Time: 10416.7 ms [2021-05-29 10:56:28 main:574] : INFO : Epoch 1715 | loss: 0.0311183 | val_loss: 0.0311509 | Time: 10473.7 ms [2021-05-29 10:56:38 main:574] : INFO : Epoch 1716 | loss: 0.0311186 | val_loss: 0.0311499 | Time: 10075.2 ms [2021-05-29 10:56:49 main:574] : INFO : Epoch 1717 | loss: 0.0311172 | val_loss: 0.0311552 | Time: 10959.8 ms [2021-05-29 10:56:59 main:574] : INFO : Epoch 1718 | loss: 0.0311179 | val_loss: 0.0311522 | Time: 9949.04 ms [2021-05-29 10:57:09 main:574] : INFO : Epoch 1719 | loss: 0.031116 | val_loss: 0.0311535 | Time: 10604.6 ms [2021-05-29 10:57:20 main:574] : INFO : Epoch 1720 | loss: 0.0311162 | val_loss: 0.0311536 | Time: 10529.7 ms [2021-05-29 10:57:31 main:574] : INFO : Epoch 1721 | loss: 0.0311169 | val_loss: 0.0311574 | Time: 10777.8 ms [2021-05-29 10:57:41 main:574] : INFO : Epoch 1722 | loss: 0.0311186 | val_loss: 0.0311505 | Time: 9842.59 ms [2021-05-29 10:57:51 main:574] : INFO : Epoch 1723 | loss: 0.0311158 | val_loss: 0.0311482 | Time: 10300.6 ms [2021-05-29 10:58:01 main:574] : INFO : Epoch 1724 | loss: 0.0311173 | val_loss: 0.031154 | Time: 10368.4 ms [2021-05-29 10:58:12 main:574] : INFO : Epoch 1725 | loss: 0.0311173 | val_loss: 0.031154 | Time: 10429.4 ms [2021-05-29 10:58:22 main:574] : INFO : Epoch 1726 | loss: 0.0311191 | val_loss: 0.0311508 | Time: 9930.14 ms [2021-05-29 10:58:33 main:574] : INFO : Epoch 1727 | loss: 0.0311188 | val_loss: 0.0311513 | Time: 10578.5 ms [2021-05-29 10:58:43 main:574] : INFO : Epoch 1728 | loss: 0.0311181 | val_loss: 0.0311552 | Time: 10712.6 ms [2021-05-29 10:58:55 main:574] : INFO : Epoch 1729 | loss: 0.0311186 | val_loss: 0.0311522 | Time: 11138 ms [2021-05-29 10:59:06 main:574] : INFO : Epoch 1730 | loss: 0.0311195 | val_loss: 0.0311547 | Time: 11597.8 ms [2021-05-29 10:59:17 main:574] : INFO : Epoch 1731 | loss: 0.0311191 | val_loss: 0.0311497 | Time: 11233.1 ms [2021-05-29 10:59:28 main:574] : INFO : Epoch 1732 | loss: 0.0311197 | val_loss: 0.0311499 | Time: 10861 ms [2021-05-29 10:59:39 main:574] : INFO : Epoch 1733 | loss: 0.0311169 | val_loss: 0.0311523 | Time: 10361 ms [2021-05-29 10:59:50 main:574] : INFO : Epoch 1734 | loss: 0.0311173 | val_loss: 0.031157 | Time: 10980 ms [2021-05-29 11:00:00 main:574] : INFO : Epoch 1735 | loss: 0.0311166 | val_loss: 0.0311574 | Time: 9928.94 ms [2021-05-29 11:00:10 main:574] : INFO : Epoch 1736 | loss: 0.0311183 | val_loss: 0.0311559 | Time: 10544.6 ms [2021-05-29 11:00:21 main:574] : INFO : Epoch 1737 | loss: 0.031117 | val_loss: 0.0311629 | Time: 10689 ms [2021-05-29 11:00:32 main:574] : INFO : Epoch 1738 | loss: 0.0311149 | val_loss: 0.0311595 | Time: 10482.9 ms [2021-05-29 11:00:43 main:574] : INFO : Epoch 1739 | loss: 0.031113 | val_loss: 0.0311558 | Time: 11335 ms [2021-05-29 11:00:54 main:574] : INFO : Epoch 1740 | loss: 0.0311122 | val_loss: 0.031153 | Time: 10977.9 ms [2021-05-29 11:01:05 main:574] : INFO : Epoch 1741 | loss: 0.0311143 | val_loss: 0.0311568 | Time: 10854.4 ms [2021-05-29 11:01:16 main:574] : INFO : Epoch 1742 | loss: 0.0311138 | val_loss: 0.0311533 | Time: 11338.7 ms [2021-05-29 11:01:28 main:574] : INFO : Epoch 1743 | loss: 0.0311144 | val_loss: 0.0311536 | Time: 11226.3 ms [2021-05-29 11:01:38 main:574] : INFO : Epoch 1744 | loss: 0.0311167 | val_loss: 0.031153 | Time: 10209.9 ms [2021-05-29 11:01:49 main:574] : INFO : Epoch 1745 | loss: 0.0311177 | val_loss: 0.031152 | Time: 11090.5 ms [2021-05-29 11:02:00 main:574] : INFO : Epoch 1746 | loss: 0.0311162 | val_loss: 0.0311531 | Time: 11011.1 ms [2021-05-29 11:02:10 main:574] : INFO : Epoch 1747 | loss: 0.0311155 | val_loss: 0.0311483 | Time: 10029.4 ms [2021-05-29 11:02:21 main:574] : INFO : Epoch 1748 | loss: 0.0311143 | val_loss: 0.0311503 | Time: 10428.8 ms [2021-05-29 11:02:31 main:574] : INFO : Epoch 1749 | loss: 0.0311158 | val_loss: 0.0311567 | Time: 10654.4 ms [2021-05-29 11:02:42 main:574] : INFO : Epoch 1750 | loss: 0.0311169 | val_loss: 0.0311539 | Time: 10698 ms [2021-05-29 11:02:53 main:574] : INFO : Epoch 1751 | loss: 0.0311148 | val_loss: 0.0311548 | Time: 10325.1 ms [2021-05-29 11:03:03 main:574] : INFO : Epoch 1752 | loss: 0.0311133 | val_loss: 0.0311553 | Time: 10601.1 ms [2021-05-29 11:03:14 main:574] : INFO : Epoch 1753 | loss: 0.0311141 | val_loss: 0.0311514 | Time: 10472.3 ms [2021-05-29 11:03:24 main:574] : INFO : Epoch 1754 | loss: 0.0311138 | val_loss: 0.0311506 | Time: 10653.7 ms [2021-05-29 11:03:35 main:574] : INFO : Epoch 1755 | loss: 0.0311134 | val_loss: 0.0311534 | Time: 10855.6 ms [2021-05-29 11:03:46 main:574] : INFO : Epoch 1756 | loss: 0.031119 | val_loss: 0.0311573 | Time: 10319.6 ms [2021-05-29 11:03:56 main:574] : INFO : Epoch 1757 | loss: 0.0311224 | val_loss: 0.0311554 | Time: 10248.3 ms [2021-05-29 11:04:07 main:574] : INFO : Epoch 1758 | loss: 0.0311172 | val_loss: 0.0311497 | Time: 10712.9 ms [2021-05-29 11:04:17 main:574] : INFO : Epoch 1759 | loss: 0.0311174 | val_loss: 0.031148 | Time: 10317.4 ms [2021-05-29 11:04:28 main:574] : INFO : Epoch 1760 | loss: 0.031116 | val_loss: 0.0311466 | Time: 10897.6 ms [2021-05-29 11:04:39 main:574] : INFO : Epoch 1761 | loss: 0.0311163 | val_loss: 0.0311471 | Time: 10619.2 ms [2021-05-29 11:04:49 main:574] : INFO : Epoch 1762 | loss: 0.0311202 | val_loss: 0.0311443 | Time: 10550.8 ms [2021-05-29 11:04:59 main:574] : INFO : Epoch 1763 | loss: 0.0311212 | val_loss: 0.0311471 | Time: 10040.7 ms [2021-05-29 11:05:10 main:574] : INFO : Epoch 1764 | loss: 0.0311221 | val_loss: 0.0311526 | Time: 10313.5 ms [2021-05-29 11:05:20 main:574] : INFO : Epoch 1765 | loss: 0.0311215 | val_loss: 0.0311492 | Time: 10331.9 ms [2021-05-29 11:05:31 main:574] : INFO : Epoch 1766 | loss: 0.0311241 | val_loss: 0.0311503 | Time: 11126.4 ms [2021-05-29 11:05:41 main:574] : INFO : Epoch 1767 | loss: 0.0311302 | val_loss: 0.031151 | Time: 9931.19 ms [2021-05-29 11:05:52 main:574] : INFO : Epoch 1768 | loss: 0.0311275 | val_loss: 0.0311468 | Time: 10250.9 ms [2021-05-29 11:06:03 main:574] : INFO : Epoch 1769 | loss: 0.031122 | val_loss: 0.0311438 | Time: 11559.1 ms [2021-05-29 11:06:14 main:574] : INFO : Epoch 1770 | loss: 0.0311203 | val_loss: 0.0311454 | Time: 10566 ms [2021-05-29 11:06:25 main:574] : INFO : Epoch 1771 | loss: 0.0311187 | val_loss: 0.0311458 | Time: 10721.4 ms [2021-05-29 11:06:35 main:574] : INFO : Epoch 1772 | loss: 0.0311216 | val_loss: 0.0311509 | Time: 9997.87 ms [2021-05-29 11:06:45 main:574] : INFO : Epoch 1773 | loss: 0.0311233 | val_loss: 0.031156 | Time: 10604 ms [2021-05-29 11:06:56 main:574] : INFO : Epoch 1774 | loss: 0.0311241 | val_loss: 0.0311488 | Time: 10950.8 ms [2021-05-29 11:07:07 main:574] : INFO : Epoch 1775 | loss: 0.0311244 | val_loss: 0.0311448 | Time: 10545.6 ms [2021-05-29 11:07:18 main:574] : INFO : Epoch 1776 | loss: 0.0311205 | val_loss: 0.0311443 | Time: 11379.8 ms [2021-05-29 11:07:29 main:574] : INFO : Epoch 1777 | loss: 0.0311202 | val_loss: 0.031149 | Time: 10288.1 ms [2021-05-29 11:07:39 main:574] : INFO : Epoch 1778 | loss: 0.0311193 | val_loss: 0.0311448 | Time: 10315.2 ms [2021-05-29 11:07:50 main:574] : INFO : Epoch 1779 | loss: 0.0311187 | val_loss: 0.0311454 | Time: 10819 ms [2021-05-29 11:08:00 main:574] : INFO : Epoch 1780 | loss: 0.0311187 | val_loss: 0.0311452 | Time: 9879.53 ms [2021-05-29 11:08:10 main:574] : INFO : Epoch 1781 | loss: 0.0311176 | val_loss: 0.0311446 | Time: 10003.4 ms [2021-05-29 11:08:21 main:574] : INFO : Epoch 1782 | loss: 0.0311226 | val_loss: 0.0311577 | Time: 11026.1 ms [2021-05-29 11:08:33 main:574] : INFO : Epoch 1783 | loss: 0.0311288 | val_loss: 0.0311527 | Time: 11352.1 ms [2021-05-29 11:08:44 main:574] : INFO : Epoch 1784 | loss: 0.031127 | val_loss: 0.0311528 | Time: 11301.6 ms [2021-05-29 11:08:55 main:574] : INFO : Epoch 1785 | loss: 0.0311239 | val_loss: 0.031147 | Time: 10728.3 ms [2021-05-29 11:09:06 main:574] : INFO : Epoch 1786 | loss: 0.0311237 | val_loss: 0.031148 | Time: 11143.8 ms [2021-05-29 11:09:17 main:574] : INFO : Epoch 1787 | loss: 0.031127 | val_loss: 0.0311428 | Time: 11042.4 ms [2021-05-29 11:09:28 main:574] : INFO : Epoch 1788 | loss: 0.0311253 | val_loss: 0.0311431 | Time: 10756.5 ms [2021-05-29 11:09:38 main:574] : INFO : Epoch 1789 | loss: 0.0311235 | val_loss: 0.0311428 | Time: 10369.4 ms [2021-05-29 11:09:49 main:574] : INFO : Epoch 1790 | loss: 0.0311214 | val_loss: 0.0311413 | Time: 10622.5 ms [2021-05-29 11:10:00 main:574] : INFO : Epoch 1791 | loss: 0.0311208 | val_loss: 0.031142 | Time: 10649.4 ms [2021-05-29 11:10:10 main:574] : INFO : Epoch 1792 | loss: 0.0311235 | val_loss: 0.0311495 | Time: 10540.1 ms [2021-05-29 11:10:21 main:574] : INFO : Epoch 1793 | loss: 0.0311211 | val_loss: 0.0311429 | Time: 10728.3 ms [2021-05-29 11:10:32 main:574] : INFO : Epoch 1794 | loss: 0.031118 | val_loss: 0.0311412 | Time: 10558.3 ms [2021-05-29 11:10:42 main:574] : INFO : Epoch 1795 | loss: 0.0311195 | val_loss: 0.0311429 | Time: 10593.1 ms [2021-05-29 11:10:53 main:574] : INFO : Epoch 1796 | loss: 0.0311178 | val_loss: 0.0311446 | Time: 10646.8 ms [2021-05-29 11:11:04 main:574] : INFO : Epoch 1797 | loss: 0.0311161 | val_loss: 0.0311468 | Time: 10552.6 ms [2021-05-29 11:11:14 main:574] : INFO : Epoch 1798 | loss: 0.0311149 | val_loss: 0.0311447 | Time: 10557.9 ms [2021-05-29 11:11:24 main:574] : INFO : Epoch 1799 | loss: 0.0311159 | val_loss: 0.0311454 | Time: 10250.1 ms [2021-05-29 11:11:35 main:574] : INFO : Epoch 1800 | loss: 0.0311173 | val_loss: 0.0311448 | Time: 10891.1 ms [2021-05-29 11:11:46 main:574] : INFO : Epoch 1801 | loss: 0.0311175 | val_loss: 0.0311441 | Time: 11048.5 ms [2021-05-29 11:11:57 main:574] : INFO : Epoch 1802 | loss: 0.0311192 | val_loss: 0.0311517 | Time: 10572 ms [2021-05-29 11:12:07 main:574] : INFO : Epoch 1803 | loss: 0.031123 | val_loss: 0.0311435 | Time: 10313.9 ms [2021-05-29 11:12:18 main:574] : INFO : Epoch 1804 | loss: 0.0311222 | val_loss: 0.0311524 | Time: 10242.8 ms [2021-05-29 11:12:29 main:574] : INFO : Epoch 1805 | loss: 0.0311202 | val_loss: 0.0311444 | Time: 10862.6 ms [2021-05-29 11:12:39 main:574] : INFO : Epoch 1806 | loss: 0.0311169 | val_loss: 0.0311438 | Time: 10690.4 ms [2021-05-29 11:12:50 main:574] : INFO : Epoch 1807 | loss: 0.0311153 | val_loss: 0.0311413 | Time: 10437.9 ms [2021-05-29 11:13:00 main:574] : INFO : Epoch 1808 | loss: 0.0311141 | val_loss: 0.0311428 | Time: 10112.3 ms [2021-05-29 11:13:10 main:574] : INFO : Epoch 1809 | loss: 0.0311158 | val_loss: 0.0311473 | Time: 10207.6 ms [2021-05-29 11:13:22 main:574] : INFO : Epoch 1810 | loss: 0.0311161 | val_loss: 0.0311462 | Time: 11336.3 ms [2021-05-29 11:13:33 main:574] : INFO : Epoch 1811 | loss: 0.0311148 | val_loss: 0.0311423 | Time: 11013.9 ms [2021-05-29 11:13:44 main:574] : INFO : Epoch 1812 | loss: 0.0311127 | val_loss: 0.0311457 | Time: 11202.5 ms [2021-05-29 11:13:55 main:574] : INFO : Epoch 1813 | loss: 0.0311116 | val_loss: 0.0311438 | Time: 10533.3 ms [2021-05-29 11:14:05 main:574] : INFO : Epoch 1814 | loss: 0.0311123 | val_loss: 0.0311459 | Time: 9977.37 ms [2021-05-29 11:14:15 main:574] : INFO : Epoch 1815 | loss: 0.0311124 | val_loss: 0.0311448 | Time: 10452.8 ms [2021-05-29 11:14:26 main:574] : INFO : Epoch 1816 | loss: 0.0311121 | val_loss: 0.0311446 | Time: 10727.8 ms [2021-05-29 11:14:36 main:574] : INFO : Epoch 1817 | loss: 0.0311117 | val_loss: 0.0311424 | Time: 10140.8 ms [2021-05-29 11:14:47 main:574] : INFO : Epoch 1818 | loss: 0.0311113 | val_loss: 0.0311419 | Time: 10626.3 ms [2021-05-29 11:14:57 main:574] : INFO : Epoch 1819 | loss: 0.0311141 | val_loss: 0.0311427 | Time: 10249.2 ms [2021-05-29 11:15:08 main:574] : INFO : Epoch 1820 | loss: 0.031114 | val_loss: 0.0311424 | Time: 10618.5 ms [2021-05-29 11:15:18 main:574] : INFO : Epoch 1821 | loss: 0.0311124 | val_loss: 0.0311458 | Time: 10149 ms [2021-05-29 11:15:28 main:574] : INFO : Epoch 1822 | loss: 0.0311135 | val_loss: 0.0311462 | Time: 10446.6 ms [2021-05-29 11:15:39 main:574] : INFO : Epoch 1823 | loss: 0.0311144 | val_loss: 0.0311449 | Time: 10691.6 ms [2021-05-29 11:15:50 main:574] : INFO : Epoch 1824 | loss: 0.0311133 | val_loss: 0.0311434 | Time: 10929.8 ms [2021-05-29 11:16:00 main:574] : INFO : Epoch 1825 | loss: 0.0311121 | val_loss: 0.0311423 | Time: 9561.06 ms [2021-05-29 11:16:11 main:574] : INFO : Epoch 1826 | loss: 0.0311114 | val_loss: 0.0311416 | Time: 10604.9 ms [2021-05-29 11:16:21 main:574] : INFO : Epoch 1827 | loss: 0.0311114 | val_loss: 0.0311442 | Time: 10009.4 ms [2021-05-29 11:16:31 main:574] : INFO : Epoch 1828 | loss: 0.0311127 | val_loss: 0.0311424 | Time: 10635.1 ms [2021-05-29 11:16:42 main:574] : INFO : Epoch 1829 | loss: 0.0311111 | val_loss: 0.0311455 | Time: 10770.2 ms [2021-05-29 11:16:53 main:574] : INFO : Epoch 1830 | loss: 0.0311093 | val_loss: 0.0311419 | Time: 10881.2 ms [2021-05-29 11:17:04 main:574] : INFO : Epoch 1831 | loss: 0.0311099 | val_loss: 0.031147 | Time: 10899.1 ms [2021-05-29 11:17:15 main:574] : INFO : Epoch 1832 | loss: 0.0311089 | val_loss: 0.0311448 | Time: 10540.8 ms [2021-05-29 11:17:26 main:574] : INFO : Epoch 1833 | loss: 0.0311083 | val_loss: 0.0311447 | Time: 10771.5 ms [2021-05-29 11:17:37 main:574] : INFO : Epoch 1834 | loss: 0.0311083 | val_loss: 0.0311458 | Time: 10997.9 ms [2021-05-29 11:17:47 main:574] : INFO : Epoch 1835 | loss: 0.0311096 | val_loss: 0.0311469 | Time: 10574.2 ms [2021-05-29 11:17:58 main:574] : INFO : Epoch 1836 | loss: 0.0311156 | val_loss: 0.0311497 | Time: 10717.6 ms [2021-05-29 11:18:09 main:574] : INFO : Epoch 1837 | loss: 0.0311176 | val_loss: 0.0311453 | Time: 11387.7 ms [2021-05-29 11:18:20 main:574] : INFO : Epoch 1838 | loss: 0.0311155 | val_loss: 0.0311446 | Time: 10737.3 ms [2021-05-29 11:18:30 main:574] : INFO : Epoch 1839 | loss: 0.0311156 | val_loss: 0.0311423 | Time: 9950.99 ms [2021-05-29 11:18:40 main:574] : INFO : Epoch 1840 | loss: 0.031114 | val_loss: 0.0311434 | Time: 9926.71 ms [2021-05-29 11:18:50 main:574] : INFO : Epoch 1841 | loss: 0.0311115 | val_loss: 0.0311458 | Time: 10095.7 ms [2021-05-29 11:19:01 main:574] : INFO : Epoch 1842 | loss: 0.0311106 | val_loss: 0.0311451 | Time: 10872.8 ms [2021-05-29 11:19:12 main:574] : INFO : Epoch 1843 | loss: 0.0311091 | val_loss: 0.031147 | Time: 10295.8 ms [2021-05-29 11:19:22 main:574] : INFO : Epoch 1844 | loss: 0.0311093 | val_loss: 0.0311472 | Time: 10689.8 ms [2021-05-29 11:19:33 main:574] : INFO : Epoch 1845 | loss: 0.0311092 | val_loss: 0.0311428 | Time: 10797.6 ms [2021-05-29 11:19:44 main:574] : INFO : Epoch 1846 | loss: 0.0311107 | val_loss: 0.0311427 | Time: 11121.7 ms [2021-05-29 11:19:55 main:574] : INFO : Epoch 1847 | loss: 0.0311144 | val_loss: 0.0311505 | Time: 10988.5 ms [2021-05-29 11:20:06 main:574] : INFO : Epoch 1848 | loss: 0.0311193 | val_loss: 0.0311443 | Time: 10279.1 ms [2021-05-29 11:20:17 main:574] : INFO : Epoch 1849 | loss: 0.0311273 | val_loss: 0.0311597 | Time: 11058.7 ms [2021-05-29 11:20:27 main:574] : INFO : Epoch 1850 | loss: 0.0311325 | val_loss: 0.0311454 | Time: 10351.7 ms [2021-05-29 11:20:38 main:574] : INFO : Epoch 1851 | loss: 0.0311287 | val_loss: 0.0311447 | Time: 10630.2 ms [2021-05-29 11:20:49 main:574] : INFO : Epoch 1852 | loss: 0.0311271 | val_loss: 0.0311538 | Time: 10615.1 ms [2021-05-29 11:20:59 main:574] : INFO : Epoch 1853 | loss: 0.0311296 | val_loss: 0.0311525 | Time: 10374.4 ms [2021-05-29 11:21:10 main:574] : INFO : Epoch 1854 | loss: 0.0311254 | val_loss: 0.0311503 | Time: 10687 ms [2021-05-29 11:21:20 main:574] : INFO : Epoch 1855 | loss: 0.0311262 | val_loss: 0.0311459 | Time: 10344.6 ms [2021-05-29 11:21:30 main:574] : INFO : Epoch 1856 | loss: 0.0311232 | val_loss: 0.0311462 | Time: 9979.5 ms [2021-05-29 11:21:41 main:574] : INFO : Epoch 1857 | loss: 0.0311214 | val_loss: 0.03115 | Time: 10846.9 ms [2021-05-29 11:21:52 main:574] : INFO : Epoch 1858 | loss: 0.0311235 | val_loss: 0.031142 | Time: 10619.1 ms [2021-05-29 11:22:03 main:574] : INFO : Epoch 1859 | loss: 0.0311228 | val_loss: 0.0311424 | Time: 10759.6 ms [2021-05-29 11:22:13 main:574] : INFO : Epoch 1860 | loss: 0.0311217 | val_loss: 0.0311423 | Time: 10246.3 ms [2021-05-29 11:22:24 main:574] : INFO : Epoch 1861 | loss: 0.0311215 | val_loss: 0.0311494 | Time: 11113.6 ms [2021-05-29 11:22:35 main:574] : INFO : Epoch 1862 | loss: 0.0311234 | val_loss: 0.0311492 | Time: 10878 ms [2021-05-29 11:22:46 main:574] : INFO : Epoch 1863 | loss: 0.0311277 | val_loss: 0.0311466 | Time: 10361.6 ms [2021-05-29 11:22:56 main:574] : INFO : Epoch 1864 | loss: 0.0311277 | val_loss: 0.0311475 | Time: 10382.5 ms [2021-05-29 11:23:07 main:574] : INFO : Epoch 1865 | loss: 0.0311271 | val_loss: 0.0311472 | Time: 11158.8 ms [2021-05-29 11:23:19 main:574] : INFO : Epoch 1866 | loss: 0.0311274 | val_loss: 0.0311448 | Time: 11369.2 ms [2021-05-29 11:23:29 main:574] : INFO : Epoch 1867 | loss: 0.0311241 | val_loss: 0.0311455 | Time: 10642.6 ms [2021-05-29 11:23:41 main:574] : INFO : Epoch 1868 | loss: 0.0311247 | val_loss: 0.0311486 | Time: 11255.2 ms [2021-05-29 11:23:51 main:574] : INFO : Epoch 1869 | loss: 0.0311258 | val_loss: 0.0311522 | Time: 9933.01 ms [2021-05-29 11:24:02 main:574] : INFO : Epoch 1870 | loss: 0.0311253 | val_loss: 0.031149 | Time: 11088.5 ms [2021-05-29 11:24:13 main:574] : INFO : Epoch 1871 | loss: 0.0311219 | val_loss: 0.0311498 | Time: 11414.9 ms [2021-05-29 11:24:24 main:574] : INFO : Epoch 1872 | loss: 0.0311203 | val_loss: 0.0311495 | Time: 10691.7 ms [2021-05-29 11:24:35 main:574] : INFO : Epoch 1873 | loss: 0.031129 | val_loss: 0.031152 | Time: 10959.8 ms [2021-05-29 11:24:47 main:574] : INFO : Epoch 1874 | loss: 0.0311353 | val_loss: 0.0311521 | Time: 11486.7 ms [2021-05-29 11:24:57 main:574] : INFO : Epoch 1875 | loss: 0.0311321 | val_loss: 0.0311537 | Time: 10319.6 ms [2021-05-29 11:25:08 main:574] : INFO : Epoch 1876 | loss: 0.0311453 | val_loss: 0.0311511 | Time: 10582.7 ms [2021-05-29 11:25:18 main:574] : INFO : Epoch 1877 | loss: 0.0311356 | val_loss: 0.0311501 | Time: 10692.8 ms [2021-05-29 11:25:29 main:574] : INFO : Epoch 1878 | loss: 0.0311338 | val_loss: 0.0311484 | Time: 10761.8 ms [2021-05-29 11:25:40 main:574] : INFO : Epoch 1879 | loss: 0.0311309 | val_loss: 0.0311478 | Time: 10337.3 ms [2021-05-29 11:25:50 main:574] : INFO : Epoch 1880 | loss: 0.0311283 | val_loss: 0.0311453 | Time: 10666.5 ms [2021-05-29 11:26:01 main:574] : INFO : Epoch 1881 | loss: 0.0311281 | val_loss: 0.031148 | Time: 10849.9 ms [2021-05-29 11:26:12 main:574] : INFO : Epoch 1882 | loss: 0.0311284 | val_loss: 0.0311473 | Time: 10168.8 ms [2021-05-29 11:26:22 main:574] : INFO : Epoch 1883 | loss: 0.0311268 | val_loss: 0.0311469 | Time: 10168.7 ms [2021-05-29 11:26:32 main:574] : INFO : Epoch 1884 | loss: 0.0311265 | val_loss: 0.0311496 | Time: 10054.9 ms [2021-05-29 11:26:42 main:574] : INFO : Epoch 1885 | loss: 0.0311271 | val_loss: 0.0311523 | Time: 10281.9 ms [2021-05-29 11:26:53 main:574] : INFO : Epoch 1886 | loss: 0.031126 | val_loss: 0.0311535 | Time: 10909.1 ms [2021-05-29 11:27:04 main:574] : INFO : Epoch 1887 | loss: 0.0311282 | val_loss: 0.0311556 | Time: 10793.5 ms [2021-05-29 11:27:15 main:574] : INFO : Epoch 1888 | loss: 0.0311254 | val_loss: 0.0311479 | Time: 10988.9 ms [2021-05-29 11:27:26 main:574] : INFO : Epoch 1889 | loss: 0.0311235 | val_loss: 0.0311499 | Time: 10557 ms [2021-05-29 11:27:36 main:574] : INFO : Epoch 1890 | loss: 0.0311223 | val_loss: 0.0311492 | Time: 10234 ms [2021-05-29 11:27:47 main:574] : INFO : Epoch 1891 | loss: 0.0311216 | val_loss: 0.0311506 | Time: 10949.8 ms [2021-05-29 11:27:57 main:574] : INFO : Epoch 1892 | loss: 0.0311228 | val_loss: 0.0311485 | Time: 10200.6 ms [2021-05-29 11:28:08 main:574] : INFO : Epoch 1893 | loss: 0.0311206 | val_loss: 0.0311504 | Time: 10831.3 ms [2021-05-29 11:28:19 main:574] : INFO : Epoch 1894 | loss: 0.0311204 | val_loss: 0.0311486 | Time: 10512.6 ms [2021-05-29 11:28:30 main:574] : INFO : Epoch 1895 | loss: 0.0311203 | val_loss: 0.0311493 | Time: 10802 ms [2021-05-29 11:28:40 main:574] : INFO : Epoch 1896 | loss: 0.0311211 | val_loss: 0.0311457 | Time: 9994.76 ms [2021-05-29 11:28:51 main:574] : INFO : Epoch 1897 | loss: 0.0311212 | val_loss: 0.031148 | Time: 10991.5 ms [2021-05-29 11:29:01 main:574] : INFO : Epoch 1898 | loss: 0.0311199 | val_loss: 0.0311454 | Time: 10298 ms [2021-05-29 11:29:12 main:574] : INFO : Epoch 1899 | loss: 0.0311206 | val_loss: 0.0311522 | Time: 10850.1 ms [2021-05-29 11:29:23 main:574] : INFO : Epoch 1900 | loss: 0.031122 | val_loss: 0.0311482 | Time: 10905.9 ms [2021-05-29 11:29:34 main:574] : INFO : Epoch 1901 | loss: 0.0311211 | val_loss: 0.0311503 | Time: 10855 ms [2021-05-29 11:29:45 main:574] : INFO : Epoch 1902 | loss: 0.0311196 | val_loss: 0.0311508 | Time: 10742.3 ms [2021-05-29 11:29:55 main:574] : INFO : Epoch 1903 | loss: 0.0311208 | val_loss: 0.0311534 | Time: 10409.2 ms [2021-05-29 11:30:06 main:574] : INFO : Epoch 1904 | loss: 0.0311183 | val_loss: 0.0311481 | Time: 10806.7 ms [2021-05-29 11:30:18 main:574] : INFO : Epoch 1905 | loss: 0.0311179 | val_loss: 0.0311478 | Time: 11352.8 ms [2021-05-29 11:30:28 main:574] : INFO : Epoch 1906 | loss: 0.0311186 | val_loss: 0.0311525 | Time: 10128.5 ms [2021-05-29 11:30:39 main:574] : INFO : Epoch 1907 | loss: 0.0311256 | val_loss: 0.0311451 | Time: 10608.3 ms [2021-05-29 11:30:49 main:574] : INFO : Epoch 1908 | loss: 0.0311289 | val_loss: 0.03115 | Time: 10854.7 ms [2021-05-29 11:31:00 main:574] : INFO : Epoch 1909 | loss: 0.0311277 | val_loss: 0.031151 | Time: 10807.7 ms [2021-05-29 11:31:11 main:574] : INFO : Epoch 1910 | loss: 0.0311248 | val_loss: 0.0311515 | Time: 11103 ms [2021-05-29 11:31:22 main:574] : INFO : Epoch 1911 | loss: 0.0311247 | val_loss: 0.0311481 | Time: 10077.8 ms [2021-05-29 11:31:32 main:574] : INFO : Epoch 1912 | loss: 0.031122 | val_loss: 0.0311495 | Time: 10651 ms [2021-05-29 11:31:43 main:574] : INFO : Epoch 1913 | loss: 0.0311234 | val_loss: 0.0311433 | Time: 10836.9 ms [2021-05-29 11:31:55 main:574] : INFO : Epoch 1914 | loss: 0.031122 | val_loss: 0.0311456 | Time: 11324.3 ms [2021-05-29 11:32:05 main:574] : INFO : Epoch 1915 | loss: 0.0311222 | val_loss: 0.0311475 | Time: 10663.1 ms [2021-05-29 11:32:16 main:574] : INFO : Epoch 1916 | loss: 0.0311237 | val_loss: 0.0311491 | Time: 10766.9 ms [2021-05-29 11:32:27 main:574] : INFO : Epoch 1917 | loss: 0.0311249 | val_loss: 0.0311531 | Time: 11288.7 ms [2021-05-29 11:32:37 main:574] : INFO : Epoch 1918 | loss: 0.0311252 | val_loss: 0.0311559 | Time: 9485.87 ms [2021-05-29 11:32:48 main:574] : INFO : Epoch 1919 | loss: 0.031125 | val_loss: 0.0311616 | Time: 10916.4 ms [2021-05-29 11:32:59 main:574] : INFO : Epoch 1920 | loss: 0.031127 | val_loss: 0.0311478 | Time: 10825.8 ms [2021-05-29 11:33:09 main:574] : INFO : Epoch 1921 | loss: 0.0311249 | val_loss: 0.0311485 | Time: 10207.7 ms [2021-05-29 11:33:20 main:574] : INFO : Epoch 1922 | loss: 0.0311217 | val_loss: 0.0311484 | Time: 11192.3 ms [2021-05-29 11:33:31 main:574] : INFO : Epoch 1923 | loss: 0.0311221 | val_loss: 0.0311503 | Time: 10756.6 ms [2021-05-29 11:33:42 main:574] : INFO : Epoch 1924 | loss: 0.0311204 | val_loss: 0.0311504 | Time: 10602.7 ms [2021-05-29 11:33:53 main:574] : INFO : Epoch 1925 | loss: 0.0311197 | val_loss: 0.0311474 | Time: 10762.4 ms [2021-05-29 11:34:03 main:574] : INFO : Epoch 1926 | loss: 0.0311201 | val_loss: 0.0311476 | Time: 10590.8 ms [2021-05-29 11:34:14 main:574] : INFO : Epoch 1927 | loss: 0.0311198 | val_loss: 0.0311486 | Time: 11063 ms [2021-05-29 11:34:25 main:574] : INFO : Epoch 1928 | loss: 0.031119 | val_loss: 0.0311506 | Time: 10382 ms [2021-05-29 11:34:36 main:574] : INFO : Epoch 1929 | loss: 0.0311167 | val_loss: 0.031151 | Time: 10609.2 ms [2021-05-29 11:34:46 main:574] : INFO : Epoch 1930 | loss: 0.0311169 | val_loss: 0.0311491 | Time: 10589.1 ms [2021-05-29 11:34:57 main:574] : INFO : Epoch 1931 | loss: 0.0311173 | val_loss: 0.0311499 | Time: 11002.4 ms [2021-05-29 11:35:08 main:574] : INFO : Epoch 1932 | loss: 0.0311165 | val_loss: 0.0311571 | Time: 10816.9 ms [2021-05-29 11:35:19 main:574] : INFO : Epoch 1933 | loss: 0.0311185 | val_loss: 0.0311529 | Time: 10266.6 ms [2021-05-29 11:35:29 main:574] : INFO : Epoch 1934 | loss: 0.0311183 | val_loss: 0.0311511 | Time: 10689.9 ms [2021-05-29 11:35:40 main:574] : INFO : Epoch 1935 | loss: 0.0311187 | val_loss: 0.0311524 | Time: 11173 ms [2021-05-29 11:35:52 main:574] : INFO : Epoch 1936 | loss: 0.0311218 | val_loss: 0.0311579 | Time: 11148.1 ms [2021-05-29 11:36:02 main:574] : INFO : Epoch 1937 | loss: 0.0311212 | val_loss: 0.0311483 | Time: 10624.4 ms [2021-05-29 11:36:13 main:574] : INFO : Epoch 1938 | loss: 0.0311175 | val_loss: 0.0311512 | Time: 10823.7 ms [2021-05-29 11:36:24 main:574] : INFO : Epoch 1939 | loss: 0.0311165 | val_loss: 0.0311497 | Time: 10850.8 ms [2021-05-29 11:36:35 main:574] : INFO : Epoch 1940 | loss: 0.0311162 | val_loss: 0.0311565 | Time: 10291.2 ms [2021-05-29 11:36:44 main:574] : INFO : Epoch 1941 | loss: 0.0311162 | val_loss: 0.0311516 | Time: 9224.28 ms [2021-05-29 11:36:55 main:574] : INFO : Epoch 1942 | loss: 0.0311161 | val_loss: 0.0311537 | Time: 10617.3 ms [2021-05-29 11:37:05 main:574] : INFO : Epoch 1943 | loss: 0.0311139 | val_loss: 0.0311556 | Time: 10793.8 ms [2021-05-29 11:37:15 main:574] : INFO : Epoch 1944 | loss: 0.0311137 | val_loss: 0.0311504 | Time: 9932.4 ms [2021-05-29 11:37:26 main:574] : INFO : Epoch 1945 | loss: 0.0311134 | val_loss: 0.0311494 | Time: 10887.5 ms [2021-05-29 11:37:37 main:574] : INFO : Epoch 1946 | loss: 0.0311163 | val_loss: 0.0311509 | Time: 10231.6 ms [2021-05-29 11:37:47 main:574] : INFO : Epoch 1947 | loss: 0.0311204 | val_loss: 0.0311501 | Time: 10233 ms [2021-05-29 11:37:58 main:574] : INFO : Epoch 1948 | loss: 0.0311209 | val_loss: 0.0311522 | Time: 10794.2 ms [2021-05-29 11:38:08 main:574] : INFO : Epoch 1949 | loss: 0.0311175 | val_loss: 0.0311519 | Time: 10470.7 ms [2021-05-29 11:38:19 main:574] : INFO : Epoch 1950 | loss: 0.0311159 | val_loss: 0.031148 | Time: 10560.2 ms [2021-05-29 11:38:29 main:574] : INFO : Epoch 1951 | loss: 0.0311168 | val_loss: 0.0311466 | Time: 9910.45 ms [2021-05-29 11:38:40 main:574] : INFO : Epoch 1952 | loss: 0.031115 | val_loss: 0.031148 | Time: 11434.9 ms [2021-05-29 11:38:50 main:574] : INFO : Epoch 1953 | loss: 0.0311188 | val_loss: 0.0311464 | Time: 9900.91 ms [2021-05-29 11:39:00 main:574] : INFO : Epoch 1954 | loss: 0.0311196 | val_loss: 0.0311444 | Time: 10007 ms [2021-05-29 11:39:11 main:574] : INFO : Epoch 1955 | loss: 0.0311153 | val_loss: 0.0311422 | Time: 10699.7 ms [2021-05-29 11:39:22 main:574] : INFO : Epoch 1956 | loss: 0.0311167 | val_loss: 0.0311415 | Time: 10295.8 ms [2021-05-29 11:39:32 main:574] : INFO : Epoch 1957 | loss: 0.0311184 | val_loss: 0.031155 | Time: 10710.8 ms [2021-05-29 11:39:43 main:574] : INFO : Epoch 1958 | loss: 0.0311218 | val_loss: 0.031149 | Time: 10220.8 ms [2021-05-29 11:39:54 main:574] : INFO : Epoch 1959 | loss: 0.0311218 | val_loss: 0.0311517 | Time: 11253 ms [2021-05-29 11:40:05 main:574] : INFO : Epoch 1960 | loss: 0.0311185 | val_loss: 0.0311506 | Time: 10339.4 ms [2021-05-29 11:40:16 main:574] : INFO : Epoch 1961 | loss: 0.0311162 | val_loss: 0.0311501 | Time: 10913 ms [2021-05-29 11:40:26 main:574] : INFO : Epoch 1962 | loss: 0.0311144 | val_loss: 0.0311466 | Time: 10922.6 ms [2021-05-29 11:40:38 main:574] : INFO : Epoch 1963 | loss: 0.0311129 | val_loss: 0.0311478 | Time: 11383.3 ms [2021-05-29 11:40:49 main:574] : INFO : Epoch 1964 | loss: 0.031113 | val_loss: 0.0311516 | Time: 11011.9 ms [2021-05-29 11:41:00 main:574] : INFO : Epoch 1965 | loss: 0.0311191 | val_loss: 0.0311537 | Time: 10478.2 ms [2021-05-29 11:41:10 main:574] : INFO : Epoch 1966 | loss: 0.0311208 | val_loss: 0.0311543 | Time: 10113.5 ms [2021-05-29 11:41:20 main:574] : INFO : Epoch 1967 | loss: 0.0311196 | val_loss: 0.0311467 | Time: 10418.6 ms [2021-05-29 11:41:31 main:574] : INFO : Epoch 1968 | loss: 0.0311152 | val_loss: 0.0311446 | Time: 10815.2 ms [2021-05-29 11:41:42 main:574] : INFO : Epoch 1969 | loss: 0.0311168 | val_loss: 0.0311412 | Time: 10823.4 ms [2021-05-29 11:41:53 main:574] : INFO : Epoch 1970 | loss: 0.0311152 | val_loss: 0.0311415 | Time: 10575.3 ms [2021-05-29 11:42:04 main:574] : INFO : Epoch 1971 | loss: 0.031115 | val_loss: 0.0311432 | Time: 11036.9 ms [2021-05-29 11:42:14 main:574] : INFO : Epoch 1972 | loss: 0.0311146 | val_loss: 0.0311424 | Time: 10291 ms [2021-05-29 11:42:25 main:574] : INFO : Epoch 1973 | loss: 0.0311143 | val_loss: 0.0311439 | Time: 10846.9 ms [2021-05-29 11:42:36 main:574] : INFO : Epoch 1974 | loss: 0.0311146 | val_loss: 0.0311434 | Time: 11408.7 ms [2021-05-29 11:42:47 main:574] : INFO : Epoch 1975 | loss: 0.0311134 | val_loss: 0.0311504 | Time: 10857.7 ms [2021-05-29 11:42:57 main:574] : INFO : Epoch 1976 | loss: 0.0311128 | val_loss: 0.0311434 | Time: 10136.3 ms [2021-05-29 11:43:09 main:574] : INFO : Epoch 1977 | loss: 0.0311107 | val_loss: 0.0311419 | Time: 11255.9 ms [2021-05-29 11:43:20 main:574] : INFO : Epoch 1978 | loss: 0.0311107 | val_loss: 0.0311466 | Time: 10911.7 ms [2021-05-29 11:43:31 main:574] : INFO : Epoch 1979 | loss: 0.0311135 | val_loss: 0.0311407 | Time: 10838.8 ms [2021-05-29 11:43:40 main:574] : INFO : Epoch 1980 | loss: 0.0311132 | val_loss: 0.0311434 | Time: 9865.26 ms [2021-05-29 11:43:51 main:574] : INFO : Epoch 1981 | loss: 0.0311161 | val_loss: 0.0311415 | Time: 11014.3 ms [2021-05-29 11:44:02 main:574] : INFO : Epoch 1982 | loss: 0.0311126 | val_loss: 0.0311393 | Time: 10600.3 ms [2021-05-29 11:44:14 main:574] : INFO : Epoch 1983 | loss: 0.0311137 | val_loss: 0.0311464 | Time: 11502.1 ms [2021-05-29 11:44:25 main:574] : INFO : Epoch 1984 | loss: 0.0311121 | val_loss: 0.0311424 | Time: 10779 ms [2021-05-29 11:44:36 main:574] : INFO : Epoch 1985 | loss: 0.0311131 | val_loss: 0.0311416 | Time: 11250.5 ms [2021-05-29 11:44:47 main:574] : INFO : Epoch 1986 | loss: 0.0311131 | val_loss: 0.0311444 | Time: 11292.8 ms [2021-05-29 11:44:57 main:574] : INFO : Epoch 1987 | loss: 0.0311134 | val_loss: 0.0311441 | Time: 9983.94 ms [2021-05-29 11:45:08 main:574] : INFO : Epoch 1988 | loss: 0.0311108 | val_loss: 0.031144 | Time: 10350.1 ms [2021-05-29 11:45:18 main:574] : INFO : Epoch 1989 | loss: 0.0311106 | val_loss: 0.0311443 | Time: 10570 ms [2021-05-29 11:45:29 main:574] : INFO : Epoch 1990 | loss: 0.0311132 | val_loss: 0.0311513 | Time: 11048.1 ms [2021-05-29 11:45:40 main:574] : INFO : Epoch 1991 | loss: 0.0311145 | val_loss: 0.0311451 | Time: 10227.4 ms [2021-05-29 11:45:50 main:574] : INFO : Epoch 1992 | loss: 0.031116 | val_loss: 0.0311436 | Time: 10461.8 ms [2021-05-29 11:46:01 main:574] : INFO : Epoch 1993 | loss: 0.0311179 | val_loss: 0.0311452 | Time: 11081.6 ms [2021-05-29 11:46:13 main:574] : INFO : Epoch 1994 | loss: 0.03112 | val_loss: 0.031145 | Time: 11199.6 ms [2021-05-29 11:46:23 main:574] : INFO : Epoch 1995 | loss: 0.0311199 | val_loss: 0.0311577 | Time: 10014.6 ms [2021-05-29 11:46:33 main:574] : INFO : Epoch 1996 | loss: 0.0311239 | val_loss: 0.0311599 | Time: 10078 ms [2021-05-29 11:46:44 main:574] : INFO : Epoch 1997 | loss: 0.0313686 | val_loss: 0.0345992 | Time: 10555 ms [2021-05-29 11:46:54 main:574] : INFO : Epoch 1998 | loss: 0.0356136 | val_loss: 0.0321812 | Time: 10877.3 ms [2021-05-29 11:47:04 main:574] : INFO : Epoch 1999 | loss: 0.0317525 | val_loss: 0.0313453 | Time: 9936.94 ms [2021-05-29 11:47:15 main:574] : INFO : Epoch 2000 | loss: 0.0313023 | val_loss: 0.0312283 | Time: 10602 ms [2021-05-29 11:47:26 main:574] : INFO : Epoch 2001 | loss: 0.0311939 | val_loss: 0.0311761 | Time: 10578.3 ms [2021-05-29 11:47:36 main:574] : INFO : Epoch 2002 | loss: 0.0311568 | val_loss: 0.0311591 | Time: 10413.9 ms [2021-05-29 11:47:47 main:574] : INFO : Epoch 2003 | loss: 0.0311348 | val_loss: 0.0311482 | Time: 10944.2 ms [2021-05-29 11:47:58 main:574] : INFO : Epoch 2004 | loss: 0.0311287 | val_loss: 0.0311481 | Time: 11046.9 ms [2021-05-29 11:48:09 main:574] : INFO : Epoch 2005 | loss: 0.0311265 | val_loss: 0.031148 | Time: 10658.6 ms [2021-05-29 11:48:20 main:574] : INFO : Epoch 2006 | loss: 0.0311243 | val_loss: 0.0311478 | Time: 11073.3 ms [2021-05-29 11:48:31 main:574] : INFO : Epoch 2007 | loss: 0.0311215 | val_loss: 0.0311464 | Time: 10893.2 ms [2021-05-29 11:48:41 main:574] : INFO : Epoch 2008 | loss: 0.0311195 | val_loss: 0.0311465 | Time: 10134.9 ms [2021-05-29 11:48:52 main:574] : INFO : Epoch 2009 | loss: 0.0311181 | val_loss: 0.031146 | Time: 10227.8 ms [2021-05-29 11:49:02 main:574] : INFO : Epoch 2010 | loss: 0.0311178 | val_loss: 0.031145 | Time: 10256.9 ms [2021-05-29 11:49:12 main:574] : INFO : Epoch 2011 | loss: 0.0311159 | val_loss: 0.0311455 | Time: 10316.2 ms [2021-05-29 11:49:23 main:574] : INFO : Epoch 2012 | loss: 0.0311161 | val_loss: 0.0311461 | Time: 10547.6 ms [2021-05-29 11:49:33 main:574] : INFO : Epoch 2013 | loss: 0.031117 | val_loss: 0.0311485 | Time: 10396.9 ms [2021-05-29 11:49:44 main:574] : INFO : Epoch 2014 | loss: 0.0311186 | val_loss: 0.0311502 | Time: 10143.4 ms [2021-05-29 11:49:54 main:574] : INFO : Epoch 2015 | loss: 0.0311189 | val_loss: 0.0311445 | Time: 9879.83 ms [2021-05-29 11:50:04 main:574] : INFO : Epoch 2016 | loss: 0.0311158 | val_loss: 0.0311495 | Time: 10490.7 ms [2021-05-29 11:50:15 main:574] : INFO : Epoch 2017 | loss: 0.031114 | val_loss: 0.0311483 | Time: 11200 ms [2021-05-29 11:50:26 main:574] : INFO : Epoch 2018 | loss: 0.0311148 | val_loss: 0.0311504 | Time: 10906.2 ms [2021-05-29 11:50:37 main:574] : INFO : Epoch 2019 | loss: 0.0311168 | val_loss: 0.0311463 | Time: 10528.3 ms [2021-05-29 11:50:48 main:574] : INFO : Epoch 2020 | loss: 0.0311166 | val_loss: 0.0311564 | Time: 10771.8 ms [2021-05-29 11:50:59 main:574] : INFO : Epoch 2021 | loss: 0.0311166 | val_loss: 0.0311487 | Time: 10991.2 ms [2021-05-29 11:51:09 main:574] : INFO : Epoch 2022 | loss: 0.0311148 | val_loss: 0.0311488 | Time: 10727.4 ms [2021-05-29 11:51:20 main:574] : INFO : Epoch 2023 | loss: 0.0311141 | val_loss: 0.0311432 | Time: 10331.4 ms [2021-05-29 11:51:31 main:574] : INFO : Epoch 2024 | loss: 0.0311124 | val_loss: 0.0311443 | Time: 10915.4 ms [2021-05-29 11:51:42 main:574] : INFO : Epoch 2025 | loss: 0.031114 | val_loss: 0.0311482 | Time: 10803.2 ms [2021-05-29 11:51:52 main:574] : INFO : Epoch 2026 | loss: 0.0311146 | val_loss: 0.0311454 | Time: 10633 ms [2021-05-29 11:52:03 main:574] : INFO : Epoch 2027 | loss: 0.0311163 | val_loss: 0.0311441 | Time: 10463.8 ms [2021-05-29 11:52:14 main:574] : INFO : Epoch 2028 | loss: 0.031116 | val_loss: 0.0311416 | Time: 10940.6 ms [2021-05-29 11:52:25 main:574] : INFO : Epoch 2029 | loss: 0.0311158 | val_loss: 0.0311415 | Time: 10864 ms [2021-05-29 11:52:35 main:574] : INFO : Epoch 2030 | loss: 0.0311142 | val_loss: 0.0311444 | Time: 10611.9 ms [2021-05-29 11:52:46 main:574] : INFO : Epoch 2031 | loss: 0.0311139 | val_loss: 0.0311439 | Time: 10342.9 ms [2021-05-29 11:52:57 main:574] : INFO : Epoch 2032 | loss: 0.031112 | val_loss: 0.0311471 | Time: 10580.9 ms [2021-05-29 11:53:07 main:574] : INFO : Epoch 2033 | loss: 0.0311142 | val_loss: 0.0311431 | Time: 10506.9 ms [2021-05-29 11:53:18 main:574] : INFO : Epoch 2034 | loss: 0.0311104 | val_loss: 0.0311423 | Time: 10294.3 ms [2021-05-29 11:53:28 main:574] : INFO : Epoch 2035 | loss: 0.0311095 | val_loss: 0.0311436 | Time: 10316.2 ms [2021-05-29 11:53:39 main:574] : INFO : Epoch 2036 | loss: 0.0311108 | val_loss: 0.0311425 | Time: 10923.4 ms [2021-05-29 11:53:50 main:574] : INFO : Epoch 2037 | loss: 0.0311113 | val_loss: 0.0311423 | Time: 10598.8 ms [2021-05-29 11:54:00 main:574] : INFO : Epoch 2038 | loss: 0.0311107 | val_loss: 0.0311444 | Time: 10844.2 ms [2021-05-29 11:54:11 main:574] : INFO : Epoch 2039 | loss: 0.0311124 | val_loss: 0.0311482 | Time: 10287.7 ms [2021-05-29 11:54:21 main:574] : INFO : Epoch 2040 | loss: 0.0311102 | val_loss: 0.0311476 | Time: 10250.7 ms [2021-05-29 11:54:32 main:574] : INFO : Epoch 2041 | loss: 0.0311097 | val_loss: 0.0311464 | Time: 10403 ms [2021-05-29 11:54:42 main:574] : INFO : Epoch 2042 | loss: 0.0311121 | val_loss: 0.0311473 | Time: 9958.71 ms [2021-05-29 11:54:52 main:574] : INFO : Epoch 2043 | loss: 0.0311138 | val_loss: 0.0311524 | Time: 9834.24 ms [2021-05-29 11:55:03 main:574] : INFO : Epoch 2044 | loss: 0.0311127 | val_loss: 0.0311458 | Time: 11063.4 ms [2021-05-29 11:55:12 main:574] : INFO : Epoch 2045 | loss: 0.0311105 | val_loss: 0.0311475 | Time: 9717.95 ms [2021-05-29 11:55:23 main:574] : INFO : Epoch 2046 | loss: 0.0311105 | val_loss: 0.0311497 | Time: 10367.1 ms [2021-05-29 11:55:34 main:574] : INFO : Epoch 2047 | loss: 0.0311135 | val_loss: 0.0311566 | Time: 10976.1 ms [2021-05-29 11:55:44 main:574] : INFO : Epoch 2048 | loss: 0.0311207 | val_loss: 0.031158 | Time: 10137.3 ms [2021-05-29 11:55:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031158 [2021-05-29 11:55:44 main:603] : INFO : Saving end state to config to file [2021-05-29 11:55:44 main:608] : INFO : Success, exiting.. 11:55:44 (48188): 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)