Task 7864497
| Name | ParityModified-1631735359-6770-1_2 |
| Workunit | 5233232 |
| Created | 6 Oct 2021, 16:39:55 UTC |
| Sent | 6 Oct 2021, 16:41:33 UTC |
| Report deadline | 13 Oct 2021, 16:41:33 UTC |
| Received | 7 Oct 2021, 5:59:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 49 min 55 sec |
| CPU time | 49 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ms [2021-10-07 01:46:35 main:581] : INFO : Epoch 1538 | loss: 0.031242 | val_loss: 0.0312497 | Time: 1463.25 ms [2021-10-07 01:46:36 main:581] : INFO : Epoch 1539 | loss: 0.0312444 | val_loss: 0.0312568 | Time: 1476.16 ms [2021-10-07 01:46:38 main:581] : INFO : Epoch 1540 | loss: 0.0312452 | val_loss: 0.0312465 | Time: 1454.97 ms [2021-10-07 01:46:39 main:581] : INFO : Epoch 1541 | loss: 0.0312416 | val_loss: 0.0312511 | Time: 1456.77 ms [2021-10-07 01:46:40 main:581] : INFO : Epoch 1542 | loss: 0.0312425 | val_loss: 0.0312489 | Time: 1465.55 ms [2021-10-07 01:46:42 main:581] : INFO : Epoch 1543 | loss: 0.0312414 | val_loss: 0.0312517 | Time: 1469.65 ms [2021-10-07 01:46:43 main:581] : INFO : Epoch 1544 | loss: 0.0312405 | val_loss: 0.031246 | Time: 1438.1 ms [2021-10-07 01:46:45 main:581] : INFO : Epoch 1545 | loss: 0.0312393 | val_loss: 0.0312525 | Time: 1447.19 ms [2021-10-07 01:46:46 main:581] : INFO : Epoch 1546 | loss: 0.0312393 | val_loss: 0.0312481 | Time: 1455.03 ms [2021-10-07 01:46:48 main:581] : INFO : Epoch 1547 | loss: 0.0312419 | val_loss: 0.0312442 | Time: 1459.6 ms [2021-10-07 01:46:49 main:581] : INFO : Epoch 1548 | loss: 0.0312416 | val_loss: 0.0312433 | Time: 1439.33 ms [2021-10-07 01:46:51 main:581] : INFO : Epoch 1549 | loss: 0.031239 | val_loss: 0.0312437 | Time: 1452.66 ms [2021-10-07 01:46:52 main:581] : INFO : Epoch 1550 | loss: 0.0312412 | val_loss: 0.0312437 | Time: 1474.17 ms [2021-10-07 01:46:54 main:581] : INFO : Epoch 1551 | loss: 0.0312441 | val_loss: 0.0312472 | Time: 1460.98 ms [2021-10-07 01:46:55 main:581] : INFO : Epoch 1552 | loss: 0.0312402 | val_loss: 0.0312567 | Time: 1429.4 ms [2021-10-07 01:46:56 main:581] : INFO : Epoch 1553 | loss: 0.031242 | val_loss: 0.0312482 | Time: 1462.56 ms [2021-10-07 01:46:58 main:581] : INFO : Epoch 1554 | loss: 0.0312388 | val_loss: 0.0312448 | Time: 1460.16 ms [2021-10-07 01:46:59 main:581] : INFO : Epoch 1555 | loss: 0.0312372 | val_loss: 0.0312445 | Time: 1467.17 ms [2021-10-07 01:47:01 main:581] : INFO : Epoch 1556 | loss: 0.031243 | val_loss: 0.031251 | Time: 1465.52 ms [2021-10-07 01:47:02 main:581] : INFO : Epoch 1557 | loss: 0.031243 | val_loss: 0.0312539 | Time: 1465.55 ms [2021-10-07 01:47:04 main:581] : INFO : Epoch 1558 | loss: 0.0312386 | val_loss: 0.0312493 | Time: 1451.03 ms [2021-10-07 01:47:05 main:581] : INFO : Epoch 1559 | loss: 0.0312436 | val_loss: 0.031244 | Time: 1460.52 ms [2021-10-07 01:47:07 main:581] : INFO : Epoch 1560 | loss: 0.031239 | val_loss: 0.0312448 | Time: 1460.3 ms [2021-10-07 01:47:08 main:581] : INFO : Epoch 1561 | loss: 0.0312359 | val_loss: 0.031263 | Time: 1456.71 ms [2021-10-07 01:47:10 main:581] : INFO : Epoch 1562 | loss: 0.031236 | val_loss: 0.0312425 | Time: 1662.88 ms [2021-10-07 01:47:11 main:581] : INFO : Epoch 1563 | loss: 0.031235 | val_loss: 0.0312427 | Time: 1561.47 ms [2021-10-07 01:47:13 main:581] : INFO : Epoch 1564 | loss: 0.0312346 | val_loss: 0.0312442 | Time: 1468.62 ms [2021-10-07 01:47:14 main:581] : INFO : Epoch 1565 | loss: 0.0312367 | val_loss: 0.0312405 | Time: 1534.04 ms [2021-10-07 01:47:16 main:581] : INFO : Epoch 1566 | loss: 0.0312347 | val_loss: 0.0312422 | Time: 1445.3 ms [2021-10-07 01:47:17 main:581] : INFO : Epoch 1567 | loss: 0.0312334 | val_loss: 0.0312523 | Time: 1450.66 ms [2021-10-07 01:47:19 main:581] : INFO : Epoch 1568 | loss: 0.031239 | val_loss: 0.0312515 | Time: 1455.96 ms [2021-10-07 01:47:20 main:581] : INFO : Epoch 1569 | loss: 0.0312418 | val_loss: 0.0312441 | Time: 1450 ms [2021-10-07 01:47:22 main:581] : INFO : Epoch 1570 | loss: 0.0312333 | val_loss: 0.0312439 | Time: 1467.91 ms [2021-10-07 01:47:23 main:581] : INFO : Epoch 1571 | loss: 0.0312327 | val_loss: 0.0312454 | Time: 1455.52 ms [2021-10-07 01:47:25 main:581] : INFO : Epoch 1572 | loss: 0.0312339 | val_loss: 0.0312413 | Time: 1454.78 ms [2021-10-07 01:47:26 main:581] : INFO : Epoch 1573 | loss: 0.0312336 | val_loss: 0.0312513 | Time: 1477.98 ms [2021-10-07 01:47:28 main:581] : INFO : Epoch 1574 | loss: 0.0312308 | val_loss: 0.031242 | Time: 1463.04 ms [2021-10-07 01:47:29 main:581] : INFO : Epoch 1575 | loss: 0.0312318 | val_loss: 0.0312403 | Time: 1472.55 ms [2021-10-07 01:47:30 main:581] : INFO : Epoch 1576 | loss: 0.0312314 | val_loss: 0.0312417 | Time: 1472.54 ms [2021-10-07 01:47:32 main:581] : INFO : Epoch 1577 | loss: 0.0312363 | val_loss: 0.0312593 | Time: 1432.68 ms [2021-10-07 01:47:33 main:581] : INFO : Epoch 1578 | loss: 0.0312383 | val_loss: 0.0312428 | Time: 1449.82 ms [2021-10-07 01:47:35 main:581] : INFO : Epoch 1579 | loss: 0.0312324 | val_loss: 0.0312397 | Time: 1424.89 ms [2021-10-07 01:47:36 main:581] : INFO : Epoch 1580 | loss: 0.0312337 | val_loss: 0.0312588 | Time: 1440.84 ms [2021-10-07 01:47:38 main:581] : INFO : Epoch 1581 | loss: 0.0312401 | val_loss: 0.0312464 | Time: 1442.69 ms [2021-10-07 01:47:39 main:581] : INFO : Epoch 1582 | loss: 0.0312325 | val_loss: 0.031264 | Time: 1501.6 ms [2021-10-07 01:47:41 main:581] : INFO : Epoch 1583 | loss: 0.0312401 | val_loss: 0.0312415 | Time: 1437.47 ms [2021-10-07 01:47:42 main:581] : INFO : Epoch 1584 | loss: 0.0312314 | val_loss: 0.0312396 | Time: 1446.24 ms [2021-10-07 01:47:44 main:581] : INFO : Epoch 1585 | loss: 0.0312343 | val_loss: 0.0312455 | Time: 1489.61 ms [2021-10-07 01:47:45 main:581] : INFO : Epoch 1586 | loss: 0.0312324 | val_loss: 0.031242 | Time: 1449.09 ms [2021-10-07 01:47:46 main:581] : INFO : Epoch 1587 | loss: 0.031232 | val_loss: 0.031249 | Time: 1427.36 ms [2021-10-07 01:47:48 main:581] : INFO : Epoch 1588 | loss: 0.0312316 | val_loss: 0.0312408 | Time: 1452.65 ms [2021-10-07 01:47:49 main:581] : INFO : Epoch 1589 | loss: 0.0312317 | val_loss: 0.031245 | Time: 1431.78 ms [2021-10-07 01:47:51 main:581] : INFO : Epoch 1590 | loss: 0.0312349 | val_loss: 0.031242 | Time: 1468.45 ms [2021-10-07 01:47:52 main:581] : INFO : Epoch 1591 | loss: 0.0312347 | val_loss: 0.0312384 | Time: 1456.74 ms [2021-10-07 01:47:54 main:581] : INFO : Epoch 1592 | loss: 0.031237 | val_loss: 0.0312442 | Time: 1446.41 ms [2021-10-07 01:47:55 main:581] : INFO : Epoch 1593 | loss: 0.0312368 | val_loss: 0.0312393 | Time: 1437.17 ms [2021-10-07 01:47:57 main:581] : INFO : Epoch 1594 | loss: 0.0312368 | val_loss: 0.0312419 | Time: 1443.7 ms [2021-10-07 01:47:58 main:581] : INFO : Epoch 1595 | loss: 0.0312324 | val_loss: 0.0312405 | Time: 1457.04 ms [2021-10-07 01:47:59 main:581] : INFO : Epoch 1596 | loss: 0.0312355 | val_loss: 0.0312333 | Time: 1462.74 ms [2021-10-07 01:48:01 main:581] : INFO : Epoch 1597 | loss: 0.0312354 | val_loss: 0.0312379 | Time: 1440.43 ms [2021-10-07 01:48:02 main:581] : INFO : Epoch 1598 | loss: 0.0312328 | val_loss: 0.0312436 | Time: 1446.18 ms [2021-10-07 01:48:04 main:581] : INFO : Epoch 1599 | loss: 0.0312397 | val_loss: 0.031243 | Time: 1447.89 ms [2021-10-07 01:48:05 main:581] : INFO : Epoch 1600 | loss: 0.0312326 | val_loss: 0.03125 | Time: 1463.21 ms [2021-10-07 01:48:07 main:581] : INFO : Epoch 1601 | loss: 0.0312357 | val_loss: 0.031235 | Time: 1477.84 ms [2021-10-07 01:48:08 main:581] : INFO : Epoch 1602 | loss: 0.0312297 | val_loss: 0.0312339 | Time: 1469.51 ms [2021-10-07 01:48:10 main:581] : INFO : Epoch 1603 | loss: 0.0312282 | val_loss: 0.0312297 | Time: 1458.64 ms [2021-10-07 01:48:11 main:581] : INFO : Epoch 1604 | loss: 0.03123 | val_loss: 0.0312339 | Time: 1442 ms [2021-10-07 01:48:13 main:581] : INFO : Epoch 1605 | loss: 0.0312279 | val_loss: 0.0312389 | Time: 1505.92 ms [2021-10-07 01:48:14 main:581] : INFO : Epoch 1606 | loss: 0.0312301 | val_loss: 0.0312347 | Time: 1485.7 ms [2021-10-07 01:48:16 main:581] : INFO : Epoch 1607 | loss: 0.0312296 | val_loss: 0.0312311 | Time: 1454.58 ms [2021-10-07 01:48:17 main:581] : INFO : Epoch 1608 | loss: 0.0312339 | val_loss: 0.0312421 | Time: 1468.88 ms [2021-10-07 01:48:18 main:581] : INFO : Epoch 1609 | loss: 0.0312301 | val_loss: 0.0312334 | Time: 1458.21 ms [2021-10-07 01:48:20 main:581] : INFO : Epoch 1610 | loss: 0.0312276 | val_loss: 0.0312318 | Time: 1469.18 ms [2021-10-07 01:48:21 main:581] : INFO : Epoch 1611 | loss: 0.0312278 | val_loss: 0.0312313 | Time: 1478.07 ms [2021-10-07 01:48:23 main:581] : INFO : Epoch 1612 | loss: 0.0312277 | val_loss: 0.0312386 | Time: 1460.08 ms [2021-10-07 01:48:24 main:581] : INFO : Epoch 1613 | loss: 0.0312283 | val_loss: 0.0312373 | Time: 1460.61 ms [2021-10-07 01:48:26 main:581] : INFO : Epoch 1614 | loss: 0.0312263 | val_loss: 0.0312295 | Time: 1464.26 ms [2021-10-07 01:48:27 main:581] : INFO : Epoch 1615 | loss: 0.031228 | val_loss: 0.0312298 | Time: 1472 ms [2021-10-07 01:48:29 main:581] : INFO : Epoch 1616 | loss: 0.0312346 | val_loss: 0.0312373 | Time: 1450.56 ms [2021-10-07 01:48:30 main:581] : INFO : Epoch 1617 | loss: 0.0312269 | val_loss: 0.0312332 | Time: 1478.87 ms [2021-10-07 01:48:32 main:581] : INFO : Epoch 1618 | loss: 0.0312293 | val_loss: 0.0312369 | Time: 1438.85 ms [2021-10-07 01:48:33 main:581] : INFO : Epoch 1619 | loss: 0.0312291 | val_loss: 0.0312312 | Time: 1452.37 ms [2021-10-07 01:48:35 main:581] : INFO : Epoch 1620 | loss: 0.0312296 | val_loss: 0.0312388 | Time: 1457.6 ms [2021-10-07 01:48:36 main:581] : INFO : Epoch 1621 | loss: 0.0312312 | val_loss: 0.0312275 | Time: 1441.78 ms [2021-10-07 01:48:37 main:581] : INFO : Epoch 1622 | loss: 0.0312296 | val_loss: 0.031232 | Time: 1462.67 ms [2021-10-07 01:48:39 main:581] : INFO : Epoch 1623 | loss: 0.0312287 | val_loss: 0.03123 | Time: 1441.42 ms [2021-10-07 01:48:40 main:581] : INFO : Epoch 1624 | loss: 0.0312267 | val_loss: 0.0312379 | Time: 1473.01 ms [2021-10-07 01:48:42 main:581] : INFO : Epoch 1625 | loss: 0.0312306 | val_loss: 0.031232 | Time: 1466.56 ms [2021-10-07 01:48:43 main:581] : INFO : Epoch 1626 | loss: 0.0312226 | val_loss: 0.0312237 | Time: 1468.53 ms [2021-10-07 01:48:45 main:581] : INFO : Epoch 1627 | loss: 0.0312225 | val_loss: 0.0312333 | Time: 1448.35 ms [2021-10-07 01:48:46 main:581] : INFO : Epoch 1628 | loss: 0.0312212 | val_loss: 0.0312213 | Time: 1447.52 ms [2021-10-07 01:48:48 main:581] : INFO : Epoch 1629 | loss: 0.0312164 | val_loss: 0.0312244 | Time: 1457.73 ms [2021-10-07 01:48:49 main:581] : INFO : Epoch 1630 | loss: 0.0312201 | val_loss: 0.031221 | Time: 1474.56 ms [2021-10-07 01:48:51 main:581] : INFO : Epoch 1631 | loss: 0.0312216 | val_loss: 0.0312258 | Time: 1439.01 ms [2021-10-07 01:48:52 main:581] : INFO : Epoch 1632 | loss: 0.0312258 | val_loss: 0.0312304 | Time: 1439.79 ms [2021-10-07 01:48:53 main:581] : INFO : Epoch 1633 | loss: 0.0312218 | val_loss: 0.0312217 | Time: 1440.3 ms [2021-10-07 01:48:55 main:581] : INFO : Epoch 1634 | loss: 0.0312196 | val_loss: 0.0312283 | Time: 1455.98 ms [2021-10-07 01:48:56 main:581] : INFO : Epoch 1635 | loss: 0.0312171 | val_loss: 0.0312217 | Time: 1458.35 ms [2021-10-07 01:48:58 main:581] : INFO : Epoch 1636 | loss: 0.0312138 | val_loss: 0.0312199 | Time: 1475.79 ms [2021-10-07 01:48:59 main:581] : INFO : Epoch 1637 | loss: 0.0312211 | val_loss: 0.0312251 | Time: 1456.03 ms [2021-10-07 01:49:01 main:581] : INFO : Epoch 1638 | loss: 0.0312196 | val_loss: 0.0312201 | Time: 1442.7 ms [2021-10-07 01:49:02 main:581] : INFO : Epoch 1639 | loss: 0.0312168 | val_loss: 0.0312257 | Time: 1453.63 ms [2021-10-07 01:49:04 main:581] : INFO : Epoch 1640 | loss: 0.0312209 | val_loss: 0.0312378 | Time: 1459.58 ms [2021-10-07 01:49:05 main:581] : INFO : Epoch 1641 | loss: 0.0312219 | val_loss: 0.0312276 | Time: 1465.95 ms [2021-10-07 01:49:07 main:581] : INFO : Epoch 1642 | loss: 0.0312148 | val_loss: 0.0312205 | Time: 1462.26 ms [2021-10-07 01:49:08 main:581] : INFO : Epoch 1643 | loss: 0.0312114 | val_loss: 0.0312226 | Time: 1465.27 ms [2021-10-07 01:49:10 main:581] : INFO : Epoch 1644 | loss: 0.0312148 | val_loss: 0.0312335 | Time: 1485.43 ms [2021-10-07 01:49:11 main:581] : INFO : Epoch 1645 | loss: 0.0312141 | val_loss: 0.0312272 | Time: 1457.71 ms [2021-10-07 01:49:12 main:581] : INFO : Epoch 1646 | loss: 0.0312149 | val_loss: 0.0312218 | Time: 1446.97 ms [2021-10-07 01:49:14 main:581] : INFO : Epoch 1647 | loss: 0.0312117 | val_loss: 0.0312199 | Time: 1492.06 ms [2021-10-07 01:49:15 main:581] : INFO : Epoch 1648 | loss: 0.0312107 | val_loss: 0.0312338 | Time: 1438.54 ms [2021-10-07 01:49:17 main:581] : INFO : Epoch 1649 | loss: 0.0312175 | val_loss: 0.0312272 | Time: 1450.18 ms [2021-10-07 01:49:18 main:581] : INFO : Epoch 1650 | loss: 0.0312175 | val_loss: 0.0312204 | Time: 1442.5 ms [2021-10-07 01:49:20 main:581] : INFO : Epoch 1651 | loss: 0.0312114 | val_loss: 0.0312186 | Time: 1439.07 ms [2021-10-07 01:49:21 main:581] : INFO : Epoch 1652 | loss: 0.0312147 | val_loss: 0.0312241 | Time: 1430.6 ms [2021-10-07 01:49:23 main:581] : INFO : Epoch 1653 | loss: 0.0312125 | val_loss: 0.0312282 | Time: 1451.57 ms [2021-10-07 01:49:24 main:581] : INFO : Epoch 1654 | loss: 0.0312119 | val_loss: 0.0312202 | Time: 1459.71 ms [2021-10-07 01:49:25 main:581] : INFO : Epoch 1655 | loss: 0.031213 | val_loss: 0.0312238 | Time: 1434.75 ms [2021-10-07 01:49:27 main:581] : INFO : Epoch 1656 | loss: 0.0312108 | val_loss: 0.0312219 | Time: 1483.99 ms [2021-10-07 01:49:28 main:581] : INFO : Epoch 1657 | loss: 0.0312124 | val_loss: 0.0312212 | Time: 1466.7 ms [2021-10-07 01:49:30 main:581] : INFO : Epoch 1658 | loss: 0.0312085 | val_loss: 0.0312204 | Time: 1460.14 ms [2021-10-07 01:49:31 main:581] : INFO : Epoch 1659 | loss: 0.0312065 | val_loss: 0.0312208 | Time: 1438.42 ms [2021-10-07 01:49:33 main:581] : INFO : Epoch 1660 | loss: 0.0312082 | val_loss: 0.0312234 | Time: 1464.33 ms [2021-10-07 01:49:34 main:581] : INFO : Epoch 1661 | loss: 0.0312065 | val_loss: 0.03122 | Time: 1460.73 ms [2021-10-07 01:49:36 main:581] : INFO : Epoch 1662 | loss: 0.0312057 | val_loss: 0.0312239 | Time: 1460.86 ms [2021-10-07 01:49:37 main:581] : INFO : Epoch 1663 | loss: 0.0312065 | val_loss: 0.0312218 | Time: 1449.07 ms [2021-10-07 01:49:39 main:581] : INFO : Epoch 1664 | loss: 0.0312083 | val_loss: 0.0312188 | Time: 1438.93 ms [2021-10-07 01:49:40 main:581] : INFO : Epoch 1665 | loss: 0.0312087 | val_loss: 0.0312242 | Time: 1513.62 ms [2021-10-07 01:49:42 main:581] : INFO : Epoch 1666 | loss: 0.031209 | val_loss: 0.0312181 | Time: 1434.67 ms [2021-10-07 01:49:43 main:581] : INFO : Epoch 1667 | loss: 0.0312154 | val_loss: 0.0312255 | Time: 1612.99 ms [2021-10-07 01:49:45 main:581] : INFO : Epoch 1668 | loss: 0.0312135 | val_loss: 0.0312195 | Time: 1500.11 ms [2021-10-07 01:49:46 main:581] : INFO : Epoch 1669 | loss: 0.0312155 | val_loss: 0.0312231 | Time: 1464.37 ms [2021-10-07 01:49:48 main:581] : INFO : Epoch 1670 | loss: 0.0312109 | val_loss: 0.0312341 | Time: 1454.02 ms [2021-10-07 01:49:49 main:581] : INFO : Epoch 1671 | loss: 0.0312119 | val_loss: 0.0312156 | Time: 1439.99 ms [2021-10-07 01:49:50 main:581] : INFO : Epoch 1672 | loss: 0.0312066 | val_loss: 0.031216 | Time: 1446.24 ms [2021-10-07 01:49:52 main:581] : INFO : Epoch 1673 | loss: 0.0312053 | val_loss: 0.031218 | Time: 1433.48 ms [2021-10-07 01:49:53 main:581] : INFO : Epoch 1674 | loss: 0.0312119 | val_loss: 0.031221 | Time: 1454.69 ms [2021-10-07 01:49:55 main:581] : INFO : Epoch 1675 | loss: 0.0312097 | val_loss: 0.0312176 | Time: 1444.58 ms [2021-10-07 01:49:56 main:581] : INFO : Epoch 1676 | loss: 0.0312095 | val_loss: 0.0312275 | Time: 1464.18 ms [2021-10-07 01:49:58 main:581] : INFO : Epoch 1677 | loss: 0.0312065 | val_loss: 0.0312179 | Time: 1585.86 ms [2021-10-07 01:49:59 main:581] : INFO : Epoch 1678 | loss: 0.0312056 | val_loss: 0.0312155 | Time: 1428.38 ms [2021-10-07 01:50:01 main:581] : INFO : Epoch 1679 | loss: 0.0312105 | val_loss: 0.0312197 | Time: 1457.05 ms [2021-10-07 01:50:02 main:581] : INFO : Epoch 1680 | loss: 0.0312082 | val_loss: 0.0312226 | Time: 1436.04 ms [2021-10-07 01:50:04 main:581] : INFO : Epoch 1681 | loss: 0.0312069 | val_loss: 0.0312235 | Time: 1455.24 ms [2021-10-07 01:50:05 main:581] : INFO : Epoch 1682 | loss: 0.0312086 | val_loss: 0.0312285 | Time: 1451.57 ms [2021-10-07 01:50:07 main:581] : INFO : Epoch 1683 | loss: 0.0312098 | val_loss: 0.0312294 | Time: 1450.21 ms [2021-10-07 01:50:08 main:581] : INFO : Epoch 1684 | loss: 0.0312042 | val_loss: 0.0312248 | Time: 1454.39 ms [2021-10-07 01:50:09 main:581] : INFO : Epoch 1685 | loss: 0.0312073 | val_loss: 0.0312228 | Time: 1467.78 ms [2021-10-07 01:50:11 main:581] : INFO : Epoch 1686 | loss: 0.0312096 | val_loss: 0.0312222 | Time: 1455.75 ms [2021-10-07 01:50:12 main:581] : INFO : Epoch 1687 | loss: 0.0312031 | val_loss: 0.0312184 | Time: 1446.41 ms [2021-10-07 01:50:14 main:581] : INFO : Epoch 1688 | loss: 0.0312009 | val_loss: 0.0312217 | Time: 1487.59 ms [2021-10-07 01:50:15 main:581] : INFO : Epoch 1689 | loss: 0.0312004 | val_loss: 0.0312198 | Time: 1458.88 ms [2021-10-07 01:50:17 main:581] : INFO : Epoch 1690 | loss: 0.031201 | val_loss: 0.0312265 | Time: 1452.35 ms [2021-10-07 01:50:18 main:581] : INFO : Epoch 1691 | loss: 0.0312068 | val_loss: 0.0312229 | Time: 1453.69 ms [2021-10-07 01:50:20 main:581] : INFO : Epoch 1692 | loss: 0.0312024 | val_loss: 0.0312269 | Time: 1402.61 ms [2021-10-07 01:50:21 main:581] : INFO : Epoch 1693 | loss: 0.0312079 | val_loss: 0.03122 | Time: 1458.19 ms [2021-10-07 01:50:23 main:581] : INFO : Epoch 1694 | loss: 0.0312085 | val_loss: 0.0312217 | Time: 1492.09 ms [2021-10-07 01:50:24 main:581] : INFO : Epoch 1695 | loss: 0.0312051 | val_loss: 0.031224 | Time: 1513.81 ms [2021-10-07 01:50:26 main:581] : INFO : Epoch 1696 | loss: 0.0312025 | val_loss: 0.0312206 | Time: 1458.79 ms [2021-10-07 01:50:27 main:581] : INFO : Epoch 1697 | loss: 0.0312013 | val_loss: 0.0312235 | Time: 1440.88 ms [2021-10-07 01:50:28 main:581] : INFO : Epoch 1698 | loss: 0.0312068 | val_loss: 0.0312192 | Time: 1452.46 ms [2021-10-07 01:50:30 main:581] : INFO : Epoch 1699 | loss: 0.0312047 | val_loss: 0.0312131 | Time: 1437.84 ms [2021-10-07 01:50:31 main:581] : INFO : Epoch 1700 | loss: 0.0312019 | val_loss: 0.0312151 | Time: 1434.82 ms [2021-10-07 01:50:33 main:581] : INFO : Epoch 1701 | loss: 0.0312009 | val_loss: 0.0312188 | Time: 1460.93 ms [2021-10-07 01:50:34 main:581] : INFO : Epoch 1702 | loss: 0.0312044 | val_loss: 0.0312217 | Time: 1448.67 ms [2021-10-07 01:50:36 main:581] : INFO : Epoch 1703 | loss: 0.031201 | val_loss: 0.0312195 | Time: 1463.14 ms [2021-10-07 01:50:37 main:581] : INFO : Epoch 1704 | loss: 0.0311983 | val_loss: 0.0312203 | Time: 1469.86 ms [2021-10-07 01:50:39 main:581] : INFO : Epoch 1705 | loss: 0.0311985 | val_loss: 0.0312192 | Time: 1435.89 ms [2021-10-07 01:50:40 main:581] : INFO : Epoch 1706 | loss: 0.0311983 | val_loss: 0.0312193 | Time: 1453.51 ms [2021-10-07 01:50:41 main:581] : INFO : Epoch 1707 | loss: 0.031198 | val_loss: 0.0312162 | Time: 1440.43 ms [2021-10-07 01:50:43 main:581] : INFO : Epoch 1708 | loss: 0.0312002 | val_loss: 0.0312221 | Time: 1469.73 ms [2021-10-07 01:50:44 main:581] : INFO : Epoch 1709 | loss: 0.0312073 | val_loss: 0.031224 | Time: 1464.34 ms [2021-10-07 01:50:46 main:581] : INFO : Epoch 1710 | loss: 0.0311998 | val_loss: 0.0312214 | Time: 1455.69 ms [2021-10-07 01:50:47 main:581] : INFO : Epoch 1711 | loss: 0.031198 | val_loss: 0.0312212 | Time: 1456.91 ms [2021-10-07 01:50:49 main:581] : INFO : Epoch 1712 | loss: 0.031194 | val_loss: 0.0312247 | Time: 1488.32 ms [2021-10-07 01:50:50 main:581] : INFO : Epoch 1713 | loss: 0.0311967 | val_loss: 0.0312259 | Time: 1450.19 ms [2021-10-07 01:50:52 main:581] : INFO : Epoch 1714 | loss: 0.0311941 | val_loss: 0.0312286 | Time: 1462.43 ms [2021-10-07 01:50:53 main:581] : INFO : Epoch 1715 | loss: 0.0311935 | val_loss: 0.0312195 | Time: 1440.04 ms [2021-10-07 01:50:55 main:581] : INFO : Epoch 1716 | loss: 0.0311949 | val_loss: 0.031222 | Time: 1457.74 ms [2021-10-07 01:50:56 main:581] : INFO : Epoch 1717 | loss: 0.0311961 | val_loss: 0.031225 | Time: 1450.73 ms [2021-10-07 01:50:58 main:581] : INFO : Epoch 1718 | loss: 0.0311931 | val_loss: 0.0312204 | Time: 1448.03 ms [2021-10-07 01:50:59 main:581] : INFO : Epoch 1719 | loss: 0.0311963 | val_loss: 0.0312171 | Time: 1453.42 ms [2021-10-07 01:51:00 main:581] : INFO : Epoch 1720 | loss: 0.0311953 | val_loss: 0.0312226 | Time: 1464.74 ms [2021-10-07 01:51:02 main:581] : INFO : Epoch 1721 | loss: 0.0311953 | val_loss: 0.0312217 | Time: 1442.57 ms [2021-10-07 01:51:03 main:581] : INFO : Epoch 1722 | loss: 0.0311943 | val_loss: 0.0312264 | Time: 1454.14 ms [2021-10-07 01:51:05 main:581] : INFO : Epoch 1723 | loss: 0.0311997 | val_loss: 0.0312413 | Time: 1452.5 ms [2021-10-07 01:51:06 main:581] : INFO : Epoch 1724 | loss: 0.0312049 | val_loss: 0.0312406 | Time: 1449.75 ms [2021-10-07 01:51:08 main:581] : INFO : Epoch 1725 | loss: 0.0312008 | val_loss: 0.0312205 | Time: 1435.73 ms [2021-10-07 01:51:09 main:581] : INFO : Epoch 1726 | loss: 0.0311939 | val_loss: 0.0312193 | Time: 1447.82 ms [2021-10-07 01:51:11 main:581] : INFO : Epoch 1727 | loss: 0.0311919 | val_loss: 0.0312257 | Time: 1441.77 ms [2021-10-07 01:51:12 main:581] : INFO : Epoch 1728 | loss: 0.0311965 | val_loss: 0.0312185 | Time: 1445.77 ms [2021-10-07 01:51:13 main:581] : INFO : Epoch 1729 | loss: 0.0311976 | val_loss: 0.0312217 | Time: 1431.9 ms [2021-10-07 01:51:15 main:581] : INFO : Epoch 1730 | loss: 0.0311981 | val_loss: 0.0312204 | Time: 1433.5 ms [2021-10-07 01:51:16 main:581] : INFO : Epoch 1731 | loss: 0.0311987 | val_loss: 0.0312245 | Time: 1439.39 ms [2021-10-07 01:51:18 main:581] : INFO : Epoch 1732 | loss: 0.0311963 | val_loss: 0.0312267 | Time: 1435.22 ms [2021-10-07 01:51:19 main:581] : INFO : Epoch 1733 | loss: 0.0311957 | val_loss: 0.0312224 | Time: 1494.4 ms [2021-10-07 01:51:21 main:581] : INFO : Epoch 1734 | loss: 0.0311966 | val_loss: 0.0312193 | Time: 1449.03 ms [2021-10-07 01:51:22 main:581] : INFO : Epoch 1735 | loss: 0.0311982 | val_loss: 0.0312216 | Time: 1450.96 ms [2021-10-07 01:51:24 main:581] : INFO : Epoch 1736 | loss: 0.0311972 | val_loss: 0.0312249 | Time: 1468.12 ms [2021-10-07 01:51:25 main:581] : INFO : Epoch 1737 | loss: 0.0311951 | val_loss: 0.0312221 | Time: 1449.14 ms [2021-10-07 01:51:27 main:581] : INFO : Epoch 1738 | loss: 0.0311964 | val_loss: 0.0312247 | Time: 1444.38 ms [2021-10-07 01:51:28 main:581] : INFO : Epoch 1739 | loss: 0.0311922 | val_loss: 0.031226 | Time: 1462.69 ms [2021-10-07 01:51:29 main:581] : INFO : Epoch 1740 | loss: 0.0311944 | val_loss: 0.031225 | Time: 1466.37 ms [2021-10-07 01:51:31 main:581] : INFO : Epoch 1741 | loss: 0.031192 | val_loss: 0.0312161 | Time: 1469.31 ms [2021-10-07 01:51:32 main:581] : INFO : Epoch 1742 | loss: 0.031192 | val_loss: 0.0312235 | Time: 1461.71 ms [2021-10-07 01:51:34 main:581] : INFO : Epoch 1743 | loss: 0.031193 | val_loss: 0.0312138 | Time: 1471.13 ms [2021-10-07 01:51:35 main:581] : INFO : Epoch 1744 | loss: 0.0311911 | val_loss: 0.0312212 | Time: 1455.67 ms [2021-10-07 01:51:37 main:581] : INFO : Epoch 1745 | loss: 0.0311902 | val_loss: 0.0312176 | Time: 1450.9 ms [2021-10-07 01:51:38 main:581] : INFO : Epoch 1746 | loss: 0.0311898 | val_loss: 0.0312168 | Time: 1461.16 ms [2021-10-07 01:51:40 main:581] : INFO : Epoch 1747 | loss: 0.0311912 | val_loss: 0.0312264 | Time: 1450.17 ms [2021-10-07 01:51:41 main:581] : INFO : Epoch 1748 | loss: 0.0311898 | val_loss: 0.0312202 | Time: 1447.57 ms [2021-10-07 01:51:43 main:581] : INFO : Epoch 1749 | loss: 0.0311896 | val_loss: 0.0312254 | Time: 1460.6 ms [2021-10-07 01:51:44 main:581] : INFO : Epoch 1750 | loss: 0.0311954 | val_loss: 0.0312197 | Time: 1461.91 ms [2021-10-07 01:51:46 main:581] : INFO : Epoch 1751 | loss: 0.0311937 | val_loss: 0.0312236 | Time: 1453.53 ms [2021-10-07 01:51:47 main:581] : INFO : Epoch 1752 | loss: 0.0311925 | val_loss: 0.0312172 | Time: 1445.77 ms [2021-10-07 01:51:48 main:581] : INFO : Epoch 1753 | loss: 0.0311955 | val_loss: 0.0312182 | Time: 1502.17 ms [2021-10-07 01:51:50 main:581] : INFO : Epoch 1754 | loss: 0.0311954 | val_loss: 0.0312215 | Time: 1455.61 ms [2021-10-07 01:51:51 main:581] : INFO : Epoch 1755 | loss: 0.0311968 | val_loss: 0.0312168 | Time: 1452.12 ms [2021-10-07 01:51:53 main:581] : INFO : Epoch 1756 | loss: 0.0311963 | val_loss: 0.0312168 | Time: 1454.01 ms [2021-10-07 01:51:54 main:581] : INFO : Epoch 1757 | loss: 0.0311954 | val_loss: 0.0312187 | Time: 1451.72 ms [2021-10-07 01:51:56 main:581] : INFO : Epoch 1758 | loss: 0.0311963 | val_loss: 0.031217 | Time: 1447.18 ms [2021-10-07 01:51:57 main:581] : INFO : Epoch 1759 | loss: 0.0311928 | val_loss: 0.0312144 | Time: 1480.48 ms [2021-10-07 01:51:59 main:581] : INFO : Epoch 1760 | loss: 0.0311951 | val_loss: 0.0312186 | Time: 1439.89 ms [2021-10-07 01:52:00 main:581] : INFO : Epoch 1761 | loss: 0.0311924 | val_loss: 0.031221 | Time: 1460.21 ms [2021-10-07 01:52:02 main:581] : INFO : Epoch 1762 | loss: 0.0311924 | val_loss: 0.0312199 | Time: 1464.18 ms [2021-10-07 01:52:03 main:581] : INFO : Epoch 1763 | loss: 0.0311931 | val_loss: 0.0312159 | Time: 1452.15 ms [2021-10-07 01:52:04 main:581] : INFO : Epoch 1764 | loss: 0.0312008 | val_loss: 0.0312084 | Time: 1413.84 ms [2021-10-07 01:52:06 main:581] : INFO : Epoch 1765 | loss: 0.0311998 | val_loss: 0.0312076 | Time: 1462.7 ms [2021-10-07 01:52:07 main:581] : INFO : Epoch 1766 | loss: 0.0311998 | val_loss: 0.0312053 | Time: 1442.34 ms [2021-10-07 01:52:09 main:581] : INFO : Epoch 1767 | loss: 0.0311998 | val_loss: 0.0312086 | Time: 1468.64 ms [2021-10-07 01:52:10 main:581] : INFO : Epoch 1768 | loss: 0.0312041 | val_loss: 0.0312163 | Time: 1484.3 ms [2021-10-07 01:52:12 main:581] : INFO : Epoch 1769 | loss: 0.0312 | val_loss: 0.0312054 | Time: 1449.47 ms [2021-10-07 01:52:13 main:581] : INFO : Epoch 1770 | loss: 0.031198 | val_loss: 0.0312109 | Time: 1477.03 ms [2021-10-07 01:52:15 main:581] : INFO : Epoch 1771 | loss: 0.0311979 | val_loss: 0.0312155 | Time: 1446.85 ms [2021-10-07 01:52:16 main:581] : INFO : Epoch 1772 | loss: 0.0312003 | val_loss: 0.0312131 | Time: 1451.34 ms [2021-10-07 01:52:18 main:581] : INFO : Epoch 1773 | loss: 0.0311966 | val_loss: 0.0312094 | Time: 1477.95 ms [2021-10-07 01:52:19 main:581] : INFO : Epoch 1774 | loss: 0.0311969 | val_loss: 0.03121 | Time: 1448.87 ms [2021-10-07 01:52:20 main:581] : INFO : Epoch 1775 | loss: 0.031196 | val_loss: 0.0312079 | Time: 1461.65 ms [2021-10-07 01:52:22 main:581] : INFO : Epoch 1776 | loss: 0.0311961 | val_loss: 0.0312101 | Time: 1468.07 ms [2021-10-07 01:52:23 main:581] : INFO : Epoch 1777 | loss: 0.0311989 | val_loss: 0.0312164 | Time: 1450.45 ms [2021-10-07 01:52:25 main:581] : INFO : Epoch 1778 | loss: 0.0311975 | val_loss: 0.0312093 | Time: 1469.08 ms [2021-10-07 01:52:26 main:581] : INFO : Epoch 1779 | loss: 0.0311973 | val_loss: 0.0312093 | Time: 1455.49 ms [2021-10-07 01:52:28 main:581] : INFO : Epoch 1780 | loss: 0.0311971 | val_loss: 0.0312125 | Time: 1437.65 ms [2021-10-07 01:52:29 main:581] : INFO : Epoch 1781 | loss: 0.0311965 | val_loss: 0.0312079 | Time: 1432.93 ms [2021-10-07 01:52:31 main:581] : INFO : Epoch 1782 | loss: 0.0311952 | val_loss: 0.0312071 | Time: 1466.86 ms [2021-10-07 01:52:32 main:581] : INFO : Epoch 1783 | loss: 0.0311992 | val_loss: 0.031207 | Time: 1450.72 ms [2021-10-07 01:52:34 main:581] : INFO : Epoch 1784 | loss: 0.0311949 | val_loss: 0.0312144 | Time: 1507.13 ms [2021-10-07 01:52:35 main:581] : INFO : Epoch 1785 | loss: 0.0311942 | val_loss: 0.0312067 | Time: 1485.81 ms [2021-10-07 01:52:37 main:581] : INFO : Epoch 1786 | loss: 0.0311959 | val_loss: 0.0312089 | Time: 1489.29 ms [2021-10-07 01:52:38 main:581] : INFO : Epoch 1787 | loss: 0.0311947 | val_loss: 0.0312244 | Time: 1471.92 ms [2021-10-07 01:52:40 main:581] : INFO : Epoch 1788 | loss: 0.0311968 | val_loss: 0.0312099 | Time: 1524.95 ms [2021-10-07 01:52:41 main:581] : INFO : Epoch 1789 | loss: 0.0311909 | val_loss: 0.0312117 | Time: 1486.62 ms [2021-10-07 01:52:43 main:581] : INFO : Epoch 1790 | loss: 0.0311917 | val_loss: 0.0312084 | Time: 1451.29 ms [2021-10-07 01:52:44 main:581] : INFO : Epoch 1791 | loss: 0.0311899 | val_loss: 0.0312148 | Time: 1462.52 ms [2021-10-07 01:52:45 main:581] : INFO : Epoch 1792 | loss: 0.0311919 | val_loss: 0.0312099 | Time: 1459.41 ms [2021-10-07 01:52:47 main:581] : INFO : Epoch 1793 | loss: 0.0311905 | val_loss: 0.0312112 | Time: 1449.62 ms [2021-10-07 01:52:48 main:581] : INFO : Epoch 1794 | loss: 0.0311908 | val_loss: 0.0312131 | Time: 1448.37 ms [2021-10-07 01:52:50 main:581] : INFO : Epoch 1795 | loss: 0.0311908 | val_loss: 0.0312078 | Time: 1435.88 ms [2021-10-07 01:52:51 main:581] : INFO : Epoch 1796 | loss: 0.0311891 | val_loss: 0.0312097 | Time: 1477.81 ms [2021-10-07 01:52:53 main:581] : INFO : Epoch 1797 | loss: 0.0311884 | val_loss: 0.031217 | Time: 1448.07 ms [2021-10-07 01:52:54 main:581] : INFO : Epoch 1798 | loss: 0.0311894 | val_loss: 0.0312159 | Time: 1436.18 ms [2021-10-07 01:52:56 main:581] : INFO : Epoch 1799 | loss: 0.0311882 | val_loss: 0.0312112 | Time: 1438.61 ms [2021-10-07 01:52:57 main:581] : INFO : Epoch 1800 | loss: 0.0311869 | val_loss: 0.0312105 | Time: 1442.38 ms [2021-10-07 01:52:58 main:581] : INFO : Epoch 1801 | loss: 0.0311864 | val_loss: 0.0312139 | Time: 1441.03 ms [2021-10-07 01:53:00 main:581] : INFO : Epoch 1802 | loss: 0.0311877 | val_loss: 0.0312242 | Time: 1451.11 ms [2021-10-07 01:53:01 main:581] : INFO : Epoch 1803 | loss: 0.0311898 | val_loss: 0.0312115 | Time: 1434.98 ms [2021-10-07 01:53:03 main:581] : INFO : Epoch 1804 | loss: 0.0311884 | val_loss: 0.0312121 | Time: 1424.31 ms [2021-10-07 01:53:04 main:581] : INFO : Epoch 1805 | loss: 0.0311971 | val_loss: 0.0312106 | Time: 1432.82 ms [2021-10-07 01:53:06 main:581] : INFO : Epoch 1806 | loss: 0.0311963 | val_loss: 0.0312214 | Time: 1434.6 ms [2021-10-07 01:53:07 main:581] : INFO : Epoch 1807 | loss: 0.0311944 | val_loss: 0.0312149 | Time: 1450.35 ms [2021-10-07 01:53:09 main:581] : INFO : Epoch 1808 | loss: 0.0311931 | val_loss: 0.0312131 | Time: 1453.05 ms [2021-10-07 01:53:10 main:581] : INFO : Epoch 1809 | loss: 0.0311888 | val_loss: 0.031214 | Time: 1434.69 ms [2021-10-07 01:53:11 main:581] : INFO : Epoch 1810 | loss: 0.031189 | val_loss: 0.0312106 | Time: 1464.11 ms [2021-10-07 01:53:13 main:581] : INFO : Epoch 1811 | loss: 0.0311923 | val_loss: 0.0312192 | Time: 1463.13 ms [2021-10-07 01:53:14 main:581] : INFO : Epoch 1812 | loss: 0.031189 | val_loss: 0.031222 | Time: 1447.28 ms [2021-10-07 01:53:16 main:581] : INFO : Epoch 1813 | loss: 0.0311866 | val_loss: 0.031211 | Time: 1441.62 ms [2021-10-07 01:53:17 main:581] : INFO : Epoch 1814 | loss: 0.0311866 | val_loss: 0.0312103 | Time: 1408.05 ms [2021-10-07 01:53:19 main:581] : INFO : Epoch 1815 | loss: 0.0311852 | val_loss: 0.0312129 | Time: 1459.36 ms [2021-10-07 01:53:20 main:581] : INFO : Epoch 1816 | loss: 0.0311865 | val_loss: 0.0312143 | Time: 1444.2 ms [2021-10-07 01:53:22 main:581] : INFO : Epoch 1817 | loss: 0.0311854 | val_loss: 0.0312145 | Time: 1455.91 ms [2021-10-07 01:53:23 main:581] : INFO : Epoch 1818 | loss: 0.0311843 | val_loss: 0.0312165 | Time: 1447.64 ms [2021-10-07 01:53:25 main:581] : INFO : Epoch 1819 | loss: 0.0311839 | val_loss: 0.0312124 | Time: 1461.79 ms [2021-10-07 01:53:26 main:581] : INFO : Epoch 1820 | loss: 0.0311826 | val_loss: 0.0312172 | Time: 1460.66 ms [2021-10-07 01:53:27 main:581] : INFO : Epoch 1821 | loss: 0.0311859 | val_loss: 0.0312187 | Time: 1458.81 ms [2021-10-07 01:53:29 main:581] : INFO : Epoch 1822 | loss: 0.0311848 | val_loss: 0.0312184 | Time: 1472.22 ms [2021-10-07 01:53:30 main:581] : INFO : Epoch 1823 | loss: 0.0311851 | val_loss: 0.0312117 | Time: 1495.87 ms [2021-10-07 01:53:32 main:581] : INFO : Epoch 1824 | loss: 0.0311895 | val_loss: 0.0312142 | Time: 1442.2 ms [2021-10-07 01:53:33 main:581] : INFO : Epoch 1825 | loss: 0.0311903 | val_loss: 0.0312101 | Time: 1459.26 ms [2021-10-07 01:53:35 main:581] : INFO : Epoch 1826 | loss: 0.0311883 | val_loss: 0.0312101 | Time: 1454.03 ms [2021-10-07 01:53:36 main:581] : INFO : Epoch 1827 | loss: 0.0311872 | val_loss: 0.0312115 | Time: 1469.44 ms [2021-10-07 01:53:38 main:581] : INFO : Epoch 1828 | loss: 0.0311905 | val_loss: 0.0312166 | Time: 1440.65 ms [2021-10-07 01:53:39 main:581] : INFO : Epoch 1829 | loss: 0.0311915 | val_loss: 0.0312133 | Time: 1481.43 ms [2021-10-07 01:53:41 main:581] : INFO : Epoch 1830 | loss: 0.0311926 | val_loss: 0.0312197 | Time: 1447.58 ms [2021-10-07 01:53:42 main:581] : INFO : Epoch 1831 | loss: 0.0311863 | val_loss: 0.0312122 | Time: 1439.94 ms [2021-10-07 01:53:43 main:581] : INFO : Epoch 1832 | loss: 0.0311851 | val_loss: 0.0312173 | Time: 1464.08 ms [2021-10-07 01:53:45 main:581] : INFO : Epoch 1833 | loss: 0.0311879 | val_loss: 0.0312176 | Time: 1494.73 ms [2021-10-07 01:53:46 main:581] : INFO : Epoch 1834 | loss: 0.0311861 | val_loss: 0.0312166 | Time: 1469.83 ms [2021-10-07 01:53:48 main:581] : INFO : Epoch 1835 | loss: 0.0311849 | val_loss: 0.0312179 | Time: 1455.87 ms [2021-10-07 01:53:49 main:581] : INFO : Epoch 1836 | loss: 0.0311815 | val_loss: 0.0312282 | Time: 1466.42 ms [2021-10-07 01:53:51 main:581] : INFO : Epoch 1837 | loss: 0.0311835 | val_loss: 0.0312226 | Time: 1460 ms [2021-10-07 01:53:52 main:581] : INFO : Epoch 1838 | loss: 0.0311819 | val_loss: 0.0312172 | Time: 1480.91 ms [2021-10-07 01:53:54 main:581] : INFO : Epoch 1839 | loss: 0.0311849 | val_loss: 0.0312165 | Time: 1456.34 ms [2021-10-07 01:53:55 main:581] : INFO : Epoch 1840 | loss: 0.0311872 | val_loss: 0.0312157 | Time: 1432.23 ms [2021-10-07 01:53:57 main:581] : INFO : Epoch 1841 | loss: 0.0311831 | val_loss: 0.031221 | Time: 1451.9 ms [2021-10-07 01:53:58 main:581] : INFO : Epoch 1842 | loss: 0.0311856 | val_loss: 0.0312189 | Time: 1445.95 ms [2021-10-07 01:54:00 main:581] : INFO : Epoch 1843 | loss: 0.0311932 | val_loss: 0.0312139 | Time: 1443.02 ms [2021-10-07 01:54:01 main:581] : INFO : Epoch 1844 | loss: 0.0311922 | val_loss: 0.0312221 | Time: 1451.91 ms [2021-10-07 01:54:02 main:581] : INFO : Epoch 1845 | loss: 0.0311914 | val_loss: 0.0312122 | Time: 1448.83 ms [2021-10-07 01:54:04 main:581] : INFO : Epoch 1846 | loss: 0.0311917 | val_loss: 0.0312131 | Time: 1441.94 ms [2021-10-07 01:54:05 main:581] : INFO : Epoch 1847 | loss: 0.0311903 | val_loss: 0.0312203 | Time: 1476.51 ms [2021-10-07 01:54:07 main:581] : INFO : Epoch 1848 | loss: 0.0311863 | val_loss: 0.0312098 | Time: 1468.7 ms [2021-10-07 01:54:08 main:581] : INFO : Epoch 1849 | loss: 0.0311893 | val_loss: 0.0312135 | Time: 1500.43 ms [2021-10-07 01:54:10 main:581] : INFO : Epoch 1850 | loss: 0.03119 | val_loss: 0.031215 | Time: 1471.06 ms [2021-10-07 01:54:11 main:581] : INFO : Epoch 1851 | loss: 0.0311892 | val_loss: 0.0312102 | Time: 1439.08 ms [2021-10-07 01:54:13 main:581] : INFO : Epoch 1852 | loss: 0.0311848 | val_loss: 0.0312131 | Time: 1436.76 ms [2021-10-07 01:54:14 main:581] : INFO : Epoch 1853 | loss: 0.0311825 | val_loss: 0.0312166 | Time: 1456.09 ms [2021-10-07 01:54:16 main:581] : INFO : Epoch 1854 | loss: 0.0311861 | val_loss: 0.0312213 | Time: 1473.97 ms [2021-10-07 01:54:17 main:581] : INFO : Epoch 1855 | loss: 0.0311854 | val_loss: 0.0312179 | Time: 1486.6 ms [2021-10-07 01:54:19 main:581] : INFO : Epoch 1856 | loss: 0.031183 | val_loss: 0.0312105 | Time: 1445.78 ms [2021-10-07 01:54:20 main:581] : INFO : Epoch 1857 | loss: 0.0311841 | val_loss: 0.0312116 | Time: 1444.37 ms [2021-10-07 01:54:21 main:581] : INFO : Epoch 1858 | loss: 0.031185 | val_loss: 0.0312125 | Time: 1448.21 ms [2021-10-07 01:54:23 main:581] : INFO : Epoch 1859 | loss: 0.0311828 | val_loss: 0.0312171 | Time: 1439.11 ms [2021-10-07 01:54:24 main:581] : INFO : Epoch 1860 | loss: 0.031194 | val_loss: 0.0312182 | Time: 1471.38 ms [2021-10-07 01:54:26 main:581] : INFO : Epoch 1861 | loss: 0.031186 | val_loss: 0.0312146 | Time: 1458.88 ms [2021-10-07 01:54:27 main:581] : INFO : Epoch 1862 | loss: 0.0311851 | val_loss: 0.031212 | Time: 1438.44 ms [2021-10-07 01:54:29 main:581] : INFO : Epoch 1863 | loss: 0.0311847 | val_loss: 0.0312125 | Time: 1452.43 ms [2021-10-07 01:54:30 main:581] : INFO : Epoch 1864 | loss: 0.0311848 | val_loss: 0.0312147 | Time: 1465.28 ms [2021-10-07 01:54:32 main:581] : INFO : Epoch 1865 | loss: 0.0311854 | val_loss: 0.0312157 | Time: 1463.1 ms [2021-10-07 01:54:33 main:581] : INFO : Epoch 1866 | loss: 0.0311849 | val_loss: 0.0312141 | Time: 1450.33 ms [2021-10-07 01:54:35 main:581] : INFO : Epoch 1867 | loss: 0.031184 | val_loss: 0.0312135 | Time: 1460.35 ms [2021-10-07 01:54:36 main:581] : INFO : Epoch 1868 | loss: 0.0311822 | val_loss: 0.0312159 | Time: 1459.29 ms [2021-10-07 01:54:37 main:581] : INFO : Epoch 1869 | loss: 0.0311868 | val_loss: 0.0312184 | Time: 1465.22 ms [2021-10-07 01:54:39 main:581] : INFO : Epoch 1870 | loss: 0.0311823 | val_loss: 0.0312189 | Time: 1470.66 ms [2021-10-07 01:54:40 main:581] : INFO : Epoch 1871 | loss: 0.031185 | val_loss: 0.0312199 | Time: 1454.58 ms [2021-10-07 01:54:42 main:581] : INFO : Epoch 1872 | loss: 0.0311854 | val_loss: 0.0312164 | Time: 1475.64 ms [2021-10-07 01:54:43 main:581] : INFO : Epoch 1873 | loss: 0.031183 | val_loss: 0.0312151 | Time: 1465.67 ms [2021-10-07 01:54:45 main:581] : INFO : Epoch 1874 | loss: 0.0311906 | val_loss: 0.0312181 | Time: 1469.96 ms [2021-10-07 01:54:46 main:581] : INFO : Epoch 1875 | loss: 0.0311852 | val_loss: 0.0312365 | Time: 1456.64 ms [2021-10-07 01:54:48 main:581] : INFO : Epoch 1876 | loss: 0.0311926 | val_loss: 0.0312343 | Time: 1456.44 ms [2021-10-07 01:54:49 main:581] : INFO : Epoch 1877 | loss: 0.0311858 | val_loss: 0.0312235 | Time: 1447.58 ms [2021-10-07 01:54:51 main:581] : INFO : Epoch 1878 | loss: 0.0311844 | val_loss: 0.0312202 | Time: 1451.08 ms [2021-10-07 01:54:52 main:581] : INFO : Epoch 1879 | loss: 0.0311903 | val_loss: 0.03122 | Time: 1453.1 ms [2021-10-07 01:54:54 main:581] : INFO : Epoch 1880 | loss: 0.0312041 | val_loss: 0.0312058 | Time: 1482.13 ms [2021-10-07 01:54:55 main:581] : INFO : Epoch 1881 | loss: 0.0312023 | val_loss: 0.0312149 | Time: 1458.71 ms [2021-10-07 01:54:56 main:581] : INFO : Epoch 1882 | loss: 0.0312066 | val_loss: 0.031208 | Time: 1460.84 ms [2021-10-07 01:54:58 main:581] : INFO : Epoch 1883 | loss: 0.0311981 | val_loss: 0.03121 | Time: 1450.17 ms [2021-10-07 01:54:59 main:581] : INFO : Epoch 1884 | loss: 0.0312027 | val_loss: 0.0312097 | Time: 1459.39 ms [2021-10-07 01:55:01 main:581] : INFO : Epoch 1885 | loss: 0.0311969 | val_loss: 0.0312116 | Time: 1447.33 ms [2021-10-07 01:55:02 main:581] : INFO : Epoch 1886 | loss: 0.0311995 | val_loss: 0.0312123 | Time: 1476.33 ms [2021-10-07 01:55:04 main:581] : INFO : Epoch 1887 | loss: 0.0311985 | val_loss: 0.0312052 | Time: 1472.34 ms [2021-10-07 01:55:05 main:581] : INFO : Epoch 1888 | loss: 0.0311934 | val_loss: 0.0312047 | Time: 1467.26 ms [2021-10-07 01:55:07 main:581] : INFO : Epoch 1889 | loss: 0.0311912 | val_loss: 0.0312078 | Time: 1453.64 ms [2021-10-07 01:55:08 main:581] : INFO : Epoch 1890 | loss: 0.0311926 | val_loss: 0.0312072 | Time: 1453.19 ms [2021-10-07 01:55:10 main:581] : INFO : Epoch 1891 | loss: 0.031193 | val_loss: 0.0312081 | Time: 1482.19 ms [2021-10-07 01:55:11 main:581] : INFO : Epoch 1892 | loss: 0.0311933 | val_loss: 0.0312067 | Time: 1465.61 ms [2021-10-07 01:55:13 main:581] : INFO : Epoch 1893 | loss: 0.0311916 | val_loss: 0.0312064 | Time: 1450.72 ms [2021-10-07 01:55:14 main:581] : INFO : Epoch 1894 | loss: 0.0311877 | val_loss: 0.0312099 | Time: 1471.61 ms [2021-10-07 01:55:15 main:581] : INFO : Epoch 1895 | loss: 0.031189 | val_loss: 0.0312102 | Time: 1460.6 ms [2021-10-07 01:55:17 main:581] : INFO : Epoch 1896 | loss: 0.031186 | val_loss: 0.0312101 | Time: 1444.56 ms [2021-10-07 01:55:18 main:581] : INFO : Epoch 1897 | loss: 0.0311876 | val_loss: 0.0312115 | Time: 1466.26 ms [2021-10-07 01:55:20 main:581] : INFO : Epoch 1898 | loss: 0.0311939 | val_loss: 0.0312194 | Time: 1473.67 ms [2021-10-07 01:55:21 main:581] : INFO : Epoch 1899 | loss: 0.0311889 | val_loss: 0.0312122 | Time: 1466.36 ms [2021-10-07 01:55:23 main:581] : INFO : Epoch 1900 | loss: 0.0311834 | val_loss: 0.0312146 | Time: 1475.22 ms [2021-10-07 01:55:24 main:581] : INFO : Epoch 1901 | loss: 0.031185 | val_loss: 0.0312138 | Time: 1457.47 ms [2021-10-07 01:55:26 main:581] : INFO : Epoch 1902 | loss: 0.0311862 | val_loss: 0.031212 | Time: 1465.48 ms [2021-10-07 01:55:27 main:581] : INFO : Epoch 1903 | loss: 0.0311889 | val_loss: 0.0312141 | Time: 1490.75 ms [2021-10-07 01:55:29 main:581] : INFO : Epoch 1904 | loss: 0.0311847 | val_loss: 0.0312128 | Time: 1476.54 ms [2021-10-07 01:55:30 main:581] : INFO : Epoch 1905 | loss: 0.0311866 | val_loss: 0.0312104 | Time: 1443.06 ms [2021-10-07 01:55:32 main:581] : INFO : Epoch 1906 | loss: 0.0311903 | val_loss: 0.031212 | Time: 1460.75 ms [2021-10-07 01:55:33 main:581] : INFO : Epoch 1907 | loss: 0.0311892 | val_loss: 0.0312144 | Time: 1453.06 ms [2021-10-07 01:55:35 main:581] : INFO : Epoch 1908 | loss: 0.0311851 | val_loss: 0.0312103 | Time: 1440.73 ms [2021-10-07 01:55:36 main:581] : INFO : Epoch 1909 | loss: 0.0311826 | val_loss: 0.0312138 | Time: 1452.21 ms [2021-10-07 01:55:37 main:581] : INFO : Epoch 1910 | loss: 0.0311826 | val_loss: 0.0312112 | Time: 1467.89 ms [2021-10-07 01:55:39 main:581] : INFO : Epoch 1911 | loss: 0.0311813 | val_loss: 0.0312149 | Time: 1483.99 ms [2021-10-07 01:55:40 main:581] : INFO : Epoch 1912 | loss: 0.0311838 | val_loss: 0.0312171 | Time: 1444.1 ms [2021-10-07 01:55:42 main:581] : INFO : Epoch 1913 | loss: 0.0311844 | val_loss: 0.0312115 | Time: 1422.9 ms [2021-10-07 01:55:43 main:581] : INFO : Epoch 1914 | loss: 0.0311823 | val_loss: 0.0312145 | Time: 1450.51 ms [2021-10-07 01:55:45 main:581] : INFO : Epoch 1915 | loss: 0.031181 | val_loss: 0.0312094 | Time: 1425.88 ms [2021-10-07 01:55:46 main:581] : INFO : Epoch 1916 | loss: 0.0311804 | val_loss: 0.0312118 | Time: 1524.64 ms [2021-10-07 01:55:48 main:581] : INFO : Epoch 1917 | loss: 0.0311796 | val_loss: 0.0312144 | Time: 1466.89 ms [2021-10-07 01:55:49 main:581] : INFO : Epoch 1918 | loss: 0.0311779 | val_loss: 0.0312158 | Time: 1446.45 ms [2021-10-07 01:55:51 main:581] : INFO : Epoch 1919 | loss: 0.0311811 | val_loss: 0.03122 | Time: 1424.13 ms [2021-10-07 01:55:52 main:581] : INFO : Epoch 1920 | loss: 0.031185 | val_loss: 0.0312126 | Time: 1453.07 ms [2021-10-07 01:55:53 main:581] : INFO : Epoch 1921 | loss: 0.0311814 | val_loss: 0.0312131 | Time: 1449.6 ms [2021-10-07 01:55:55 main:581] : INFO : Epoch 1922 | loss: 0.031188 | val_loss: 0.0312092 | Time: 1438.53 ms [2021-10-07 01:55:56 main:581] : INFO : Epoch 1923 | loss: 0.0311886 | val_loss: 0.0312142 | Time: 1484.89 ms [2021-10-07 01:55:58 main:581] : INFO : Epoch 1924 | loss: 0.031184 | val_loss: 0.0312215 | Time: 1458.14 ms [2021-10-07 01:55:59 main:581] : INFO : Epoch 1925 | loss: 0.0311809 | val_loss: 0.0312108 | Time: 1453.78 ms [2021-10-07 01:56:01 main:581] : INFO : Epoch 1926 | loss: 0.0311799 | val_loss: 0.0312169 | Time: 1448.89 ms [2021-10-07 01:56:02 main:581] : INFO : Epoch 1927 | loss: 0.0311815 | val_loss: 0.0312147 | Time: 1444.24 ms [2021-10-07 01:56:04 main:581] : INFO : Epoch 1928 | loss: 0.03118 | val_loss: 0.0312168 | Time: 1463.2 ms [2021-10-07 01:56:05 main:581] : INFO : Epoch 1929 | loss: 0.0311807 | val_loss: 0.0312256 | Time: 1430.71 ms [2021-10-07 01:56:06 main:581] : INFO : Epoch 1930 | loss: 0.031181 | val_loss: 0.0312167 | Time: 1451.4 ms [2021-10-07 01:56:08 main:581] : INFO : Epoch 1931 | loss: 0.0311815 | val_loss: 0.0312196 | Time: 1434.24 ms [2021-10-07 01:56:09 main:581] : INFO : Epoch 1932 | loss: 0.0311786 | val_loss: 0.0312279 | Time: 1435.48 ms [2021-10-07 01:56:11 main:581] : INFO : Epoch 1933 | loss: 0.0311784 | val_loss: 0.0312158 | Time: 1422.95 ms [2021-10-07 01:56:12 main:581] : INFO : Epoch 1934 | loss: 0.0311799 | val_loss: 0.0312186 | Time: 1438.39 ms [2021-10-07 01:56:14 main:581] : INFO : Epoch 1935 | loss: 0.0311819 | val_loss: 0.0312172 | Time: 1440.3 ms [2021-10-07 01:56:15 main:581] : INFO : Epoch 1936 | loss: 0.0311799 | val_loss: 0.0312177 | Time: 1458.45 ms [2021-10-07 01:56:17 main:581] : INFO : Epoch 1937 | loss: 0.0311799 | val_loss: 0.0312104 | Time: 1444.56 ms [2021-10-07 01:56:18 main:581] : INFO : Epoch 1938 | loss: 0.0311824 | val_loss: 0.0312184 | Time: 1438.64 ms [2021-10-07 01:56:19 main:581] : INFO : Epoch 1939 | loss: 0.0311797 | val_loss: 0.0312172 | Time: 1446.3 ms [2021-10-07 01:56:21 main:581] : INFO : Epoch 1940 | loss: 0.0311783 | val_loss: 0.0312166 | Time: 1454 ms [2021-10-07 01:56:22 main:581] : INFO : Epoch 1941 | loss: 0.0311803 | val_loss: 0.0312177 | Time: 1524.1 ms [2021-10-07 01:56:24 main:581] : INFO : Epoch 1942 | loss: 0.031178 | val_loss: 0.0312153 | Time: 1442.53 ms [2021-10-07 01:56:25 main:581] : INFO : Epoch 1943 | loss: 0.031177 | val_loss: 0.0312205 | Time: 1448.3 ms [2021-10-07 01:56:27 main:581] : INFO : Epoch 1944 | loss: 0.0311788 | val_loss: 0.0312173 | Time: 1448.46 ms [2021-10-07 01:56:28 main:581] : INFO : Epoch 1945 | loss: 0.031182 | val_loss: 0.0312199 | Time: 1461.33 ms [2021-10-07 01:56:30 main:581] : INFO : Epoch 1946 | loss: 0.0311845 | val_loss: 0.0312155 | Time: 1461.45 ms [2021-10-07 01:56:31 main:581] : INFO : Epoch 1947 | loss: 0.0311863 | val_loss: 0.0312244 | Time: 1449.22 ms [2021-10-07 01:56:33 main:581] : INFO : Epoch 1948 | loss: 0.0311832 | val_loss: 0.0312137 | Time: 1440.61 ms [2021-10-07 01:56:34 main:581] : INFO : Epoch 1949 | loss: 0.031179 | val_loss: 0.0312161 | Time: 1438.42 ms [2021-10-07 01:56:35 main:581] : INFO : Epoch 1950 | loss: 0.0311835 | val_loss: 0.0312122 | Time: 1442.03 ms [2021-10-07 01:56:37 main:581] : INFO : Epoch 1951 | loss: 0.0311816 | val_loss: 0.0312193 | Time: 1443.4 ms [2021-10-07 01:56:38 main:581] : INFO : Epoch 1952 | loss: 0.031176 | val_loss: 0.031213 | Time: 1464.25 ms [2021-10-07 01:56:40 main:581] : INFO : Epoch 1953 | loss: 0.031178 | val_loss: 0.0312146 | Time: 1467.05 ms [2021-10-07 01:56:41 main:581] : INFO : Epoch 1954 | loss: 0.031181 | val_loss: 0.0312192 | Time: 1463.47 ms [2021-10-07 01:56:43 main:581] : INFO : Epoch 1955 | loss: 0.031185 | val_loss: 0.0312108 | Time: 1440.4 ms [2021-10-07 01:56:44 main:581] : INFO : Epoch 1956 | loss: 0.0311914 | val_loss: 0.0312212 | Time: 1450.87 ms [2021-10-07 01:56:46 main:581] : INFO : Epoch 1957 | loss: 0.0311872 | val_loss: 0.0312168 | Time: 1437.81 ms [2021-10-07 01:56:47 main:581] : INFO : Epoch 1958 | loss: 0.0311833 | val_loss: 0.0312109 | Time: 1435.61 ms [2021-10-07 01:56:49 main:581] : INFO : Epoch 1959 | loss: 0.03118 | val_loss: 0.031216 | Time: 1456.56 ms [2021-10-07 01:56:50 main:581] : INFO : Epoch 1960 | loss: 0.0311801 | val_loss: 0.0312161 | Time: 1452.52 ms [2021-10-07 01:56:51 main:581] : INFO : Epoch 1961 | loss: 0.0311778 | val_loss: 0.0312201 | Time: 1447.18 ms [2021-10-07 01:56:53 main:581] : INFO : Epoch 1962 | loss: 0.0311773 | val_loss: 0.0312263 | Time: 1437.93 ms [2021-10-07 01:56:54 main:581] : INFO : Epoch 1963 | loss: 0.0311759 | val_loss: 0.0312155 | Time: 1439.89 ms [2021-10-07 01:56:56 main:581] : INFO : Epoch 1964 | loss: 0.0311767 | val_loss: 0.0312165 | Time: 1463.47 ms [2021-10-07 01:56:57 main:581] : INFO : Epoch 1965 | loss: 0.031174 | val_loss: 0.0312222 | Time: 1455.87 ms [2021-10-07 01:56:59 main:581] : INFO : Epoch 1966 | loss: 0.0311755 | val_loss: 0.0312215 | Time: 1439.21 ms [2021-10-07 01:57:00 main:581] : INFO : Epoch 1967 | loss: 0.0311808 | val_loss: 0.0312157 | Time: 1456.2 ms [2021-10-07 01:57:02 main:581] : INFO : Epoch 1968 | loss: 0.0311761 | val_loss: 0.0312209 | Time: 1457.31 ms [2021-10-07 01:57:03 main:581] : INFO : Epoch 1969 | loss: 0.0311749 | val_loss: 0.031219 | Time: 1439.86 ms [2021-10-07 01:57:04 main:581] : INFO : Epoch 1970 | loss: 0.0311737 | val_loss: 0.0312273 | Time: 1458.36 ms [2021-10-07 01:57:06 main:581] : INFO : Epoch 1971 | loss: 0.031177 | val_loss: 0.0312223 | Time: 1473.25 ms [2021-10-07 01:57:07 main:581] : INFO : Epoch 1972 | loss: 0.0311794 | val_loss: 0.0312155 | Time: 1451.56 ms [2021-10-07 01:57:09 main:581] : INFO : Epoch 1973 | loss: 0.0311801 | val_loss: 0.0312161 | Time: 1433.62 ms [2021-10-07 01:57:10 main:581] : INFO : Epoch 1974 | loss: 0.0311766 | val_loss: 0.0312186 | Time: 1490.71 ms [2021-10-07 01:57:12 main:581] : INFO : Epoch 1975 | loss: 0.031178 | val_loss: 0.0312207 | Time: 1457.73 ms [2021-10-07 01:57:13 main:581] : INFO : Epoch 1976 | loss: 0.0311783 | val_loss: 0.0312177 | Time: 1451.24 ms [2021-10-07 01:57:15 main:581] : INFO : Epoch 1977 | loss: 0.0311786 | val_loss: 0.03122 | Time: 1459.77 ms [2021-10-07 01:57:16 main:581] : INFO : Epoch 1978 | loss: 0.0311731 | val_loss: 0.0312229 | Time: 1441.99 ms [2021-10-07 01:57:18 main:581] : INFO : Epoch 1979 | loss: 0.0311744 | val_loss: 0.0312236 | Time: 1485.82 ms [2021-10-07 01:57:19 main:581] : INFO : Epoch 1980 | loss: 0.0311766 | val_loss: 0.0312216 | Time: 1454.24 ms [2021-10-07 01:57:21 main:581] : INFO : Epoch 1981 | loss: 0.0311753 | val_loss: 0.0312148 | Time: 1446.99 ms [2021-10-07 01:57:22 main:581] : INFO : Epoch 1982 | loss: 0.031173 | val_loss: 0.0312243 | Time: 1457.46 ms [2021-10-07 01:57:23 main:581] : INFO : Epoch 1983 | loss: 0.0311739 | val_loss: 0.0312304 | Time: 1442.67 ms [2021-10-07 01:57:25 main:581] : INFO : Epoch 1984 | loss: 0.0311749 | val_loss: 0.0312199 | Time: 1456.32 ms [2021-10-07 01:57:26 main:581] : INFO : Epoch 1985 | loss: 0.0311736 | val_loss: 0.0312181 | Time: 1449.11 ms [2021-10-07 01:57:28 main:581] : INFO : Epoch 1986 | loss: 0.0311785 | val_loss: 0.0312196 | Time: 1449.21 ms [2021-10-07 01:57:29 main:581] : INFO : Epoch 1987 | loss: 0.0311746 | val_loss: 0.0312179 | Time: 1453.85 ms [2021-10-07 01:57:31 main:581] : INFO : Epoch 1988 | loss: 0.0311734 | val_loss: 0.0312275 | Time: 1453.72 ms [2021-10-07 01:57:32 main:581] : INFO : Epoch 1989 | loss: 0.0311824 | val_loss: 0.0312138 | Time: 1464.95 ms [2021-10-07 01:57:34 main:581] : INFO : Epoch 1990 | loss: 0.0311835 | val_loss: 0.0312163 | Time: 1426.97 ms [2021-10-07 01:57:35 main:581] : INFO : Epoch 1991 | loss: 0.0311767 | val_loss: 0.0312258 | Time: 1450.97 ms [2021-10-07 01:57:36 main:581] : INFO : Epoch 1992 | loss: 0.0311731 | val_loss: 0.0312228 | Time: 1451.2 ms [2021-10-07 01:57:38 main:581] : INFO : Epoch 1993 | loss: 0.0311727 | val_loss: 0.031224 | Time: 1453.88 ms [2021-10-07 01:57:39 main:581] : INFO : Epoch 1994 | loss: 0.0311773 | val_loss: 0.031225 | Time: 1461.06 ms [2021-10-07 01:57:41 main:581] : INFO : Epoch 1995 | loss: 0.0311786 | val_loss: 0.0312238 | Time: 1489.14 ms [2021-10-07 01:57:42 main:581] : INFO : Epoch 1996 | loss: 0.0311798 | val_loss: 0.0312239 | Time: 1479.54 ms [2021-10-07 01:57:44 main:581] : INFO : Epoch 1997 | loss: 0.0311788 | val_loss: 0.0312255 | Time: 1454.97 ms [2021-10-07 01:57:45 main:581] : INFO : Epoch 1998 | loss: 0.0311787 | val_loss: 0.0312202 | Time: 1440.44 ms [2021-10-07 01:57:47 main:581] : INFO : Epoch 1999 | loss: 0.0311755 | val_loss: 0.0312207 | Time: 1450.47 ms [2021-10-07 01:57:48 main:581] : INFO : Epoch 2000 | loss: 0.0311788 | val_loss: 0.0312224 | Time: 1441.53 ms [2021-10-07 01:57:50 main:581] : INFO : Epoch 2001 | loss: 0.0311749 | val_loss: 0.0312185 | Time: 1456.42 ms [2021-10-07 01:57:51 main:581] : INFO : Epoch 2002 | loss: 0.0311821 | val_loss: 0.0312227 | Time: 1434.07 ms [2021-10-07 01:57:52 main:581] : INFO : Epoch 2003 | loss: 0.0311873 | val_loss: 0.031214 | Time: 1433.98 ms [2021-10-07 01:57:54 main:581] : INFO : Epoch 2004 | loss: 0.0311798 | val_loss: 0.0312184 | Time: 1436.13 ms [2021-10-07 01:57:55 main:581] : INFO : Epoch 2005 | loss: 0.0311787 | val_loss: 0.0312155 | Time: 1459.44 ms [2021-10-07 01:57:57 main:581] : INFO : Epoch 2006 | loss: 0.0311751 | val_loss: 0.0312164 | Time: 1445.77 ms [2021-10-07 01:57:58 main:581] : INFO : Epoch 2007 | loss: 0.0311716 | val_loss: 0.0312171 | Time: 1462.42 ms [2021-10-07 01:58:00 main:581] : INFO : Epoch 2008 | loss: 0.0311737 | val_loss: 0.0312193 | Time: 1445.13 ms [2021-10-07 01:58:01 main:581] : INFO : Epoch 2009 | loss: 0.0311762 | val_loss: 0.0312275 | Time: 1441.39 ms [2021-10-07 01:58:03 main:581] : INFO : Epoch 2010 | loss: 0.0311772 | val_loss: 0.031213 | Time: 1453.56 ms [2021-10-07 01:58:04 main:581] : INFO : Epoch 2011 | loss: 0.0311788 | val_loss: 0.0312352 | Time: 1445.71 ms [2021-10-07 01:58:06 main:581] : INFO : Epoch 2012 | loss: 0.0311752 | val_loss: 0.0312214 | Time: 1473.48 ms [2021-10-07 01:58:07 main:581] : INFO : Epoch 2013 | loss: 0.0311804 | val_loss: 0.0312217 | Time: 1485.31 ms [2021-10-07 01:58:08 main:581] : INFO : Epoch 2014 | loss: 0.0311721 | val_loss: 0.0312242 | Time: 1431.08 ms [2021-10-07 01:58:10 main:581] : INFO : Epoch 2015 | loss: 0.0311718 | val_loss: 0.0312248 | Time: 1462.22 ms [2021-10-07 01:58:11 main:581] : INFO : Epoch 2016 | loss: 0.0311774 | val_loss: 0.0312226 | Time: 1422 ms [2021-10-07 01:58:13 main:581] : INFO : Epoch 2017 | loss: 0.0311763 | val_loss: 0.0312198 | Time: 1441.16 ms [2021-10-07 01:58:14 main:581] : INFO : Epoch 2018 | loss: 0.0311776 | val_loss: 0.031225 | Time: 1429.41 ms [2021-10-07 01:58:16 main:581] : INFO : Epoch 2019 | loss: 0.0311763 | val_loss: 0.0312281 | Time: 1439.56 ms [2021-10-07 01:58:17 main:581] : INFO : Epoch 2020 | loss: 0.0311724 | val_loss: 0.0312162 | Time: 1492.32 ms [2021-10-07 01:58:19 main:581] : INFO : Epoch 2021 | loss: 0.0311707 | val_loss: 0.031231 | Time: 1522.66 ms [2021-10-07 01:58:20 main:581] : INFO : Epoch 2022 | loss: 0.031169 | val_loss: 0.031218 | Time: 1456.72 ms [2021-10-07 01:58:22 main:581] : INFO : Epoch 2023 | loss: 0.0311714 | val_loss: 0.0312242 | Time: 1456.99 ms [2021-10-07 01:58:23 main:581] : INFO : Epoch 2024 | loss: 0.0311795 | val_loss: 0.031221 | Time: 1439.87 ms [2021-10-07 01:58:24 main:581] : INFO : Epoch 2025 | loss: 0.0311812 | val_loss: 0.0312167 | Time: 1446.71 ms [2021-10-07 01:58:26 main:581] : INFO : Epoch 2026 | loss: 0.0311748 | val_loss: 0.0312142 | Time: 1435.58 ms [2021-10-07 01:58:27 main:581] : INFO : Epoch 2027 | loss: 0.0311832 | val_loss: 0.0312163 | Time: 1443.86 ms [2021-10-07 01:58:29 main:581] : INFO : Epoch 2028 | loss: 0.0311791 | val_loss: 0.0312199 | Time: 1440.07 ms [2021-10-07 01:58:30 main:581] : INFO : Epoch 2029 | loss: 0.0311832 | val_loss: 0.0312136 | Time: 1437.47 ms [2021-10-07 01:58:32 main:581] : INFO : Epoch 2030 | loss: 0.0311804 | val_loss: 0.0312159 | Time: 1454.83 ms [2021-10-07 01:58:33 main:581] : INFO : Epoch 2031 | loss: 0.0311813 | val_loss: 0.0312252 | Time: 1428.3 ms [2021-10-07 01:58:35 main:581] : INFO : Epoch 2032 | loss: 0.0311784 | val_loss: 0.0312164 | Time: 1449.99 ms [2021-10-07 01:58:36 main:581] : INFO : Epoch 2033 | loss: 0.0311722 | val_loss: 0.0312226 | Time: 1461.86 ms [2021-10-07 01:58:37 main:581] : INFO : Epoch 2034 | loss: 0.0311729 | val_loss: 0.0312224 | Time: 1440.27 ms [2021-10-07 01:58:39 main:581] : INFO : Epoch 2035 | loss: 0.0311736 | val_loss: 0.0312198 | Time: 1453.77 ms [2021-10-07 01:58:40 main:581] : INFO : Epoch 2036 | loss: 0.0311731 | val_loss: 0.0312263 | Time: 1452.33 ms [2021-10-07 01:58:42 main:581] : INFO : Epoch 2037 | loss: 0.0311794 | val_loss: 0.0312187 | Time: 1426.33 ms [2021-10-07 01:58:43 main:581] : INFO : Epoch 2038 | loss: 0.031175 | val_loss: 0.031219 | Time: 1425.72 ms [2021-10-07 01:58:45 main:581] : INFO : Epoch 2039 | loss: 0.0311738 | val_loss: 0.0312215 | Time: 1418.28 ms [2021-10-07 01:58:46 main:581] : INFO : Epoch 2040 | loss: 0.0311743 | val_loss: 0.0312271 | Time: 1429.87 ms [2021-10-07 01:58:48 main:581] : INFO : Epoch 2041 | loss: 0.031176 | val_loss: 0.0312171 | Time: 1450.35 ms [2021-10-07 01:58:49 main:581] : INFO : Epoch 2042 | loss: 0.0312103 | val_loss: 0.0312099 | Time: 1450.43 ms [2021-10-07 01:58:50 main:581] : INFO : Epoch 2043 | loss: 0.0312118 | val_loss: 0.0312233 | Time: 1414.65 ms [2021-10-07 01:58:52 main:581] : INFO : Epoch 2044 | loss: 0.0312535 | val_loss: 0.0327455 | Time: 1452.18 ms [2021-10-07 01:58:53 main:581] : INFO : Epoch 2045 | loss: 0.0412176 | val_loss: 0.0838514 | Time: 1434.2 ms [2021-10-07 01:58:55 main:581] : INFO : Epoch 2046 | loss: 0.0445269 | val_loss: 0.0333143 | Time: 1446.9 ms [2021-10-07 01:58:56 main:581] : INFO : Epoch 2047 | loss: 0.0318642 | val_loss: 0.0315264 | Time: 1441.15 ms [2021-10-07 01:58:58 main:581] : INFO : Epoch 2048 | loss: 0.0313739 | val_loss: 0.0312968 | Time: 1454.38 ms [2021-10-07 01:58:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312968 [2021-10-07 01:58:58 main:610] : INFO : Saving end state to config to file [2021-10-07 01:58:58 main:615] : INFO : Success, exiting.. 01:58:58 (160171): 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)