Task 10942527
| Name | ParityModified-1639963492-30368-0_3 |
| Workunit | 7407360 |
| Created | 21 Jan 2022, 16:30:33 UTC |
| Sent | 21 Jan 2022, 16:39:51 UTC |
| Report deadline | 29 Jan 2022, 16:39:51 UTC |
| Received | 28 Jan 2022, 8:13:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10821 |
| Run time | 51 min 29 sec |
| CPU time | 50 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,633.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.53 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312423 | val_loss: 0.0312434 | Time: 1491.77 ms [2022-01-24 19:27:08 main:574] : INFO : Epoch 1543 | loss: 0.0312417 | val_loss: 0.0312422 | Time: 1506.28 ms [2022-01-24 19:27:10 main:574] : INFO : Epoch 1544 | loss: 0.0312404 | val_loss: 0.0312413 | Time: 1496.37 ms [2022-01-24 19:27:11 main:574] : INFO : Epoch 1545 | loss: 0.0312412 | val_loss: 0.0312415 | Time: 1491.98 ms [2022-01-24 19:27:13 main:574] : INFO : Epoch 1546 | loss: 0.0312403 | val_loss: 0.0312409 | Time: 1488 ms [2022-01-24 19:27:14 main:574] : INFO : Epoch 1547 | loss: 0.0312404 | val_loss: 0.0312409 | Time: 1497.63 ms [2022-01-24 19:27:16 main:574] : INFO : Epoch 1548 | loss: 0.0312391 | val_loss: 0.0312402 | Time: 1489.09 ms [2022-01-24 19:27:17 main:574] : INFO : Epoch 1549 | loss: 0.031239 | val_loss: 0.0312398 | Time: 1495.74 ms [2022-01-24 19:27:19 main:574] : INFO : Epoch 1550 | loss: 0.0312386 | val_loss: 0.0312405 | Time: 1489.91 ms [2022-01-24 19:27:20 main:574] : INFO : Epoch 1551 | loss: 0.0312384 | val_loss: 0.0312411 | Time: 1493.86 ms [2022-01-24 19:27:22 main:574] : INFO : Epoch 1552 | loss: 0.0312388 | val_loss: 0.0312393 | Time: 1491 ms [2022-01-24 19:27:23 main:574] : INFO : Epoch 1553 | loss: 0.0312377 | val_loss: 0.0312439 | Time: 1489.86 ms [2022-01-24 19:27:25 main:574] : INFO : Epoch 1554 | loss: 0.0312379 | val_loss: 0.0312388 | Time: 1493.04 ms [2022-01-24 19:27:26 main:574] : INFO : Epoch 1555 | loss: 0.0312368 | val_loss: 0.0312392 | Time: 1494.99 ms [2022-01-24 19:27:28 main:574] : INFO : Epoch 1556 | loss: 0.0312388 | val_loss: 0.0312433 | Time: 1487.78 ms [2022-01-24 19:27:29 main:574] : INFO : Epoch 1557 | loss: 0.0312401 | val_loss: 0.0312428 | Time: 1490.52 ms [2022-01-24 19:27:31 main:574] : INFO : Epoch 1558 | loss: 0.0312377 | val_loss: 0.0312392 | Time: 1492.23 ms [2022-01-24 19:27:32 main:574] : INFO : Epoch 1559 | loss: 0.0312373 | val_loss: 0.0312379 | Time: 1492.4 ms [2022-01-24 19:27:34 main:574] : INFO : Epoch 1560 | loss: 0.0312354 | val_loss: 0.0312398 | Time: 1491.44 ms [2022-01-24 19:27:35 main:574] : INFO : Epoch 1561 | loss: 0.0312373 | val_loss: 0.0312389 | Time: 1489.4 ms [2022-01-24 19:27:37 main:574] : INFO : Epoch 1562 | loss: 0.031238 | val_loss: 0.0312397 | Time: 1488.83 ms [2022-01-24 19:27:38 main:574] : INFO : Epoch 1563 | loss: 0.0312355 | val_loss: 0.0312518 | Time: 1493.92 ms [2022-01-24 19:27:40 main:574] : INFO : Epoch 1564 | loss: 0.0312377 | val_loss: 0.0312382 | Time: 1495.09 ms [2022-01-24 19:27:41 main:574] : INFO : Epoch 1565 | loss: 0.0312372 | val_loss: 0.0312486 | Time: 1502.14 ms [2022-01-24 19:27:43 main:574] : INFO : Epoch 1566 | loss: 0.0312363 | val_loss: 0.0312376 | Time: 1491.67 ms [2022-01-24 19:27:44 main:574] : INFO : Epoch 1567 | loss: 0.0312388 | val_loss: 0.0312388 | Time: 1498.73 ms [2022-01-24 19:27:46 main:574] : INFO : Epoch 1568 | loss: 0.031236 | val_loss: 0.0312375 | Time: 1495.86 ms [2022-01-24 19:27:47 main:574] : INFO : Epoch 1569 | loss: 0.0312352 | val_loss: 0.0312374 | Time: 1491.74 ms [2022-01-24 19:27:49 main:574] : INFO : Epoch 1570 | loss: 0.0312345 | val_loss: 0.0312361 | Time: 1491.1 ms [2022-01-24 19:27:51 main:574] : INFO : Epoch 1571 | loss: 0.0312361 | val_loss: 0.0312358 | Time: 1497.17 ms [2022-01-24 19:27:52 main:574] : INFO : Epoch 1572 | loss: 0.031233 | val_loss: 0.0312354 | Time: 1492.92 ms [2022-01-24 19:27:54 main:574] : INFO : Epoch 1573 | loss: 0.0312333 | val_loss: 0.0312354 | Time: 1492.76 ms [2022-01-24 19:27:55 main:574] : INFO : Epoch 1574 | loss: 0.0312331 | val_loss: 0.0312344 | Time: 1487.97 ms [2022-01-24 19:27:57 main:574] : INFO : Epoch 1575 | loss: 0.0312331 | val_loss: 0.0312344 | Time: 1492.56 ms [2022-01-24 19:27:58 main:574] : INFO : Epoch 1576 | loss: 0.0312324 | val_loss: 0.0312334 | Time: 1490.76 ms [2022-01-24 19:28:00 main:574] : INFO : Epoch 1577 | loss: 0.0312306 | val_loss: 0.0312336 | Time: 1493.83 ms [2022-01-24 19:28:01 main:574] : INFO : Epoch 1578 | loss: 0.0312332 | val_loss: 0.0312392 | Time: 1489.98 ms [2022-01-24 19:28:03 main:574] : INFO : Epoch 1579 | loss: 0.0312316 | val_loss: 0.031233 | Time: 1491.16 ms [2022-01-24 19:28:04 main:574] : INFO : Epoch 1580 | loss: 0.0312307 | val_loss: 0.0312334 | Time: 1491.97 ms [2022-01-24 19:28:06 main:574] : INFO : Epoch 1581 | loss: 0.0312329 | val_loss: 0.0312339 | Time: 1493.21 ms [2022-01-24 19:28:07 main:574] : INFO : Epoch 1582 | loss: 0.0312298 | val_loss: 0.0312371 | Time: 1488.97 ms [2022-01-24 19:28:09 main:574] : INFO : Epoch 1583 | loss: 0.0312327 | val_loss: 0.0312483 | Time: 1492.87 ms [2022-01-24 19:28:10 main:574] : INFO : Epoch 1584 | loss: 0.0312387 | val_loss: 0.0312325 | Time: 1495.23 ms [2022-01-24 19:28:12 main:574] : INFO : Epoch 1585 | loss: 0.0312302 | val_loss: 0.0312333 | Time: 1495.99 ms [2022-01-24 19:28:13 main:574] : INFO : Epoch 1586 | loss: 0.0312296 | val_loss: 0.0312366 | Time: 1492.31 ms [2022-01-24 19:28:15 main:574] : INFO : Epoch 1587 | loss: 0.0312332 | val_loss: 0.0312345 | Time: 1501.36 ms [2022-01-24 19:28:16 main:574] : INFO : Epoch 1588 | loss: 0.0312298 | val_loss: 0.0312341 | Time: 1496.46 ms [2022-01-24 19:28:18 main:574] : INFO : Epoch 1589 | loss: 0.0312284 | val_loss: 0.0312296 | Time: 1495.53 ms [2022-01-24 19:28:19 main:574] : INFO : Epoch 1590 | loss: 0.0312287 | val_loss: 0.0312288 | Time: 1497.84 ms [2022-01-24 19:28:21 main:574] : INFO : Epoch 1591 | loss: 0.0312274 | val_loss: 0.0312447 | Time: 1507 ms [2022-01-24 19:28:22 main:574] : INFO : Epoch 1592 | loss: 0.0312286 | val_loss: 0.0312315 | Time: 1488.37 ms [2022-01-24 19:28:24 main:574] : INFO : Epoch 1593 | loss: 0.0312264 | val_loss: 0.0312292 | Time: 1491.87 ms [2022-01-24 19:28:25 main:574] : INFO : Epoch 1594 | loss: 0.0312334 | val_loss: 0.0312479 | Time: 1488.42 ms [2022-01-24 19:28:27 main:574] : INFO : Epoch 1595 | loss: 0.0312305 | val_loss: 0.0312278 | Time: 1493.32 ms [2022-01-24 19:28:28 main:574] : INFO : Epoch 1596 | loss: 0.0312256 | val_loss: 0.0312359 | Time: 1490.75 ms [2022-01-24 19:28:30 main:574] : INFO : Epoch 1597 | loss: 0.0312283 | val_loss: 0.0312301 | Time: 1487.93 ms [2022-01-24 19:28:31 main:574] : INFO : Epoch 1598 | loss: 0.0312242 | val_loss: 0.0312338 | Time: 1488.02 ms [2022-01-24 19:28:33 main:574] : INFO : Epoch 1599 | loss: 0.0312263 | val_loss: 0.031225 | Time: 1505.38 ms [2022-01-24 19:28:34 main:574] : INFO : Epoch 1600 | loss: 0.0312228 | val_loss: 0.0312249 | Time: 1491.33 ms [2022-01-24 19:28:36 main:574] : INFO : Epoch 1601 | loss: 0.0312297 | val_loss: 0.0312255 | Time: 1489.5 ms [2022-01-24 19:28:37 main:574] : INFO : Epoch 1602 | loss: 0.0312238 | val_loss: 0.0312254 | Time: 1493.15 ms [2022-01-24 19:28:39 main:574] : INFO : Epoch 1603 | loss: 0.0312227 | val_loss: 0.0312247 | Time: 1496.07 ms [2022-01-24 19:28:40 main:574] : INFO : Epoch 1604 | loss: 0.0312238 | val_loss: 0.0312281 | Time: 1493.77 ms [2022-01-24 19:28:42 main:574] : INFO : Epoch 1605 | loss: 0.031223 | val_loss: 0.0312255 | Time: 1494.42 ms [2022-01-24 19:28:43 main:574] : INFO : Epoch 1606 | loss: 0.0312223 | val_loss: 0.031222 | Time: 1489.12 ms [2022-01-24 19:28:45 main:574] : INFO : Epoch 1607 | loss: 0.0312215 | val_loss: 0.031229 | Time: 1495.58 ms [2022-01-24 19:28:46 main:574] : INFO : Epoch 1608 | loss: 0.031221 | val_loss: 0.0312212 | Time: 1493.55 ms [2022-01-24 19:28:48 main:574] : INFO : Epoch 1609 | loss: 0.0312199 | val_loss: 0.0312208 | Time: 1493.99 ms [2022-01-24 19:28:49 main:574] : INFO : Epoch 1610 | loss: 0.031222 | val_loss: 0.0312204 | Time: 1491.7 ms [2022-01-24 19:28:51 main:574] : INFO : Epoch 1611 | loss: 0.0312256 | val_loss: 0.0312264 | Time: 1499.6 ms [2022-01-24 19:28:52 main:574] : INFO : Epoch 1612 | loss: 0.0312271 | val_loss: 0.0312224 | Time: 1489.5 ms [2022-01-24 19:28:54 main:574] : INFO : Epoch 1613 | loss: 0.0312246 | val_loss: 0.0312258 | Time: 1495.17 ms [2022-01-24 19:28:55 main:574] : INFO : Epoch 1614 | loss: 0.0312203 | val_loss: 0.0312199 | Time: 1488.81 ms [2022-01-24 19:28:57 main:574] : INFO : Epoch 1615 | loss: 0.0312182 | val_loss: 0.0312191 | Time: 1496.04 ms [2022-01-24 19:28:58 main:574] : INFO : Epoch 1616 | loss: 0.0312193 | val_loss: 0.0312225 | Time: 1490.57 ms [2022-01-24 19:29:00 main:574] : INFO : Epoch 1617 | loss: 0.0312204 | val_loss: 0.0312193 | Time: 1490.58 ms [2022-01-24 19:29:01 main:574] : INFO : Epoch 1618 | loss: 0.0312185 | val_loss: 0.0312195 | Time: 1491.32 ms [2022-01-24 19:29:03 main:574] : INFO : Epoch 1619 | loss: 0.0312184 | val_loss: 0.0312182 | Time: 1493.54 ms [2022-01-24 19:29:04 main:574] : INFO : Epoch 1620 | loss: 0.0312175 | val_loss: 0.0312182 | Time: 1492.22 ms [2022-01-24 19:29:06 main:574] : INFO : Epoch 1621 | loss: 0.0312183 | val_loss: 0.0312191 | Time: 1489.57 ms [2022-01-24 19:29:07 main:574] : INFO : Epoch 1622 | loss: 0.031221 | val_loss: 0.0312249 | Time: 1493.39 ms [2022-01-24 19:29:09 main:574] : INFO : Epoch 1623 | loss: 0.031219 | val_loss: 0.0312176 | Time: 1490.83 ms [2022-01-24 19:29:10 main:574] : INFO : Epoch 1624 | loss: 0.0312182 | val_loss: 0.031218 | Time: 1496.14 ms [2022-01-24 19:29:12 main:574] : INFO : Epoch 1625 | loss: 0.0312166 | val_loss: 0.0312168 | Time: 1488.91 ms [2022-01-24 19:29:13 main:574] : INFO : Epoch 1626 | loss: 0.0312162 | val_loss: 0.0312175 | Time: 1494.64 ms [2022-01-24 19:29:15 main:574] : INFO : Epoch 1627 | loss: 0.0312182 | val_loss: 0.0312242 | Time: 1499.5 ms [2022-01-24 19:29:16 main:574] : INFO : Epoch 1628 | loss: 0.0312175 | val_loss: 0.0312182 | Time: 1496.5 ms [2022-01-24 19:29:18 main:574] : INFO : Epoch 1629 | loss: 0.0312166 | val_loss: 0.0312167 | Time: 1497.42 ms [2022-01-24 19:29:19 main:574] : INFO : Epoch 1630 | loss: 0.0312194 | val_loss: 0.0312165 | Time: 1494.77 ms [2022-01-24 19:29:21 main:574] : INFO : Epoch 1631 | loss: 0.0312184 | val_loss: 0.0312212 | Time: 1493.55 ms [2022-01-24 19:29:22 main:574] : INFO : Epoch 1632 | loss: 0.0312175 | val_loss: 0.0312176 | Time: 1496.62 ms [2022-01-24 19:29:24 main:574] : INFO : Epoch 1633 | loss: 0.0312166 | val_loss: 0.031216 | Time: 1491.01 ms [2022-01-24 19:29:25 main:574] : INFO : Epoch 1634 | loss: 0.0312167 | val_loss: 0.0312222 | Time: 1492.45 ms [2022-01-24 19:29:27 main:574] : INFO : Epoch 1635 | loss: 0.0312174 | val_loss: 0.0312174 | Time: 1497.2 ms [2022-01-24 19:29:28 main:574] : INFO : Epoch 1636 | loss: 0.0312207 | val_loss: 0.0312162 | Time: 1497.42 ms [2022-01-24 19:29:30 main:574] : INFO : Epoch 1637 | loss: 0.0312166 | val_loss: 0.0312155 | Time: 1493.55 ms [2022-01-24 19:29:31 main:574] : INFO : Epoch 1638 | loss: 0.0312175 | val_loss: 0.0312155 | Time: 1494.49 ms [2022-01-24 19:29:33 main:574] : INFO : Epoch 1639 | loss: 0.0312172 | val_loss: 0.0312177 | Time: 1505.99 ms [2022-01-24 19:29:34 main:574] : INFO : Epoch 1640 | loss: 0.0312203 | val_loss: 0.0312316 | Time: 1506.83 ms [2022-01-24 19:29:36 main:574] : INFO : Epoch 1641 | loss: 0.0312212 | val_loss: 0.0312289 | Time: 1494.41 ms [2022-01-24 19:29:37 main:574] : INFO : Epoch 1642 | loss: 0.0312229 | val_loss: 0.0312178 | Time: 1492.86 ms [2022-01-24 19:29:39 main:574] : INFO : Epoch 1643 | loss: 0.0312224 | val_loss: 0.0312254 | Time: 1495.75 ms [2022-01-24 19:29:40 main:574] : INFO : Epoch 1644 | loss: 0.0312177 | val_loss: 0.0312154 | Time: 1494.3 ms [2022-01-24 19:29:42 main:574] : INFO : Epoch 1645 | loss: 0.0312148 | val_loss: 0.0312134 | Time: 1493.56 ms [2022-01-24 19:29:43 main:574] : INFO : Epoch 1646 | loss: 0.031215 | val_loss: 0.0312132 | Time: 1493.14 ms [2022-01-24 19:29:45 main:574] : INFO : Epoch 1647 | loss: 0.0312152 | val_loss: 0.0312145 | Time: 1490.91 ms [2022-01-24 19:29:46 main:574] : INFO : Epoch 1648 | loss: 0.0312146 | val_loss: 0.0312207 | Time: 1496.29 ms [2022-01-24 19:29:48 main:574] : INFO : Epoch 1649 | loss: 0.0312193 | val_loss: 0.0312159 | Time: 1493.13 ms [2022-01-24 19:29:49 main:574] : INFO : Epoch 1650 | loss: 0.0312177 | val_loss: 0.0312139 | Time: 1495.74 ms [2022-01-24 19:29:51 main:574] : INFO : Epoch 1651 | loss: 0.0312172 | val_loss: 0.0312151 | Time: 1493.95 ms [2022-01-24 19:29:52 main:574] : INFO : Epoch 1652 | loss: 0.0312144 | val_loss: 0.0312133 | Time: 1497 ms [2022-01-24 19:29:54 main:574] : INFO : Epoch 1653 | loss: 0.0312144 | val_loss: 0.0312121 | Time: 1489.49 ms [2022-01-24 19:29:55 main:574] : INFO : Epoch 1654 | loss: 0.0312185 | val_loss: 0.031219 | Time: 1491.83 ms [2022-01-24 19:29:57 main:574] : INFO : Epoch 1655 | loss: 0.0312164 | val_loss: 0.0312273 | Time: 1495.33 ms [2022-01-24 19:29:58 main:574] : INFO : Epoch 1656 | loss: 0.0312177 | val_loss: 0.0312131 | Time: 1504.77 ms [2022-01-24 19:30:00 main:574] : INFO : Epoch 1657 | loss: 0.0312157 | val_loss: 0.0312199 | Time: 1495.1 ms [2022-01-24 19:30:01 main:574] : INFO : Epoch 1658 | loss: 0.0312147 | val_loss: 0.0312116 | Time: 1501.21 ms [2022-01-24 19:30:03 main:574] : INFO : Epoch 1659 | loss: 0.0312138 | val_loss: 0.0312167 | Time: 1494.99 ms [2022-01-24 19:30:04 main:574] : INFO : Epoch 1660 | loss: 0.0312156 | val_loss: 0.031217 | Time: 1500.15 ms [2022-01-24 19:30:06 main:574] : INFO : Epoch 1661 | loss: 0.0312148 | val_loss: 0.031212 | Time: 1492.64 ms [2022-01-24 19:30:07 main:574] : INFO : Epoch 1662 | loss: 0.0312133 | val_loss: 0.031211 | Time: 1491.24 ms [2022-01-24 19:30:09 main:574] : INFO : Epoch 1663 | loss: 0.0312156 | val_loss: 0.031218 | Time: 1492.43 ms [2022-01-24 19:30:10 main:574] : INFO : Epoch 1664 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 1490.61 ms [2022-01-24 19:30:12 main:574] : INFO : Epoch 1665 | loss: 0.031214 | val_loss: 0.0312129 | Time: 1493.84 ms [2022-01-24 19:30:13 main:574] : INFO : Epoch 1666 | loss: 0.0312123 | val_loss: 0.0312115 | Time: 1490.96 ms [2022-01-24 19:30:15 main:574] : INFO : Epoch 1667 | loss: 0.0312132 | val_loss: 0.0312112 | Time: 1496.76 ms [2022-01-24 19:30:16 main:574] : INFO : Epoch 1668 | loss: 0.0312139 | val_loss: 0.0312121 | Time: 1506.12 ms [2022-01-24 19:30:18 main:574] : INFO : Epoch 1669 | loss: 0.0312131 | val_loss: 0.0312104 | Time: 1493.6 ms [2022-01-24 19:30:19 main:574] : INFO : Epoch 1670 | loss: 0.0312125 | val_loss: 0.0312148 | Time: 1491.26 ms [2022-01-24 19:30:21 main:574] : INFO : Epoch 1671 | loss: 0.0312129 | val_loss: 0.0312134 | Time: 1492.07 ms [2022-01-24 19:30:23 main:574] : INFO : Epoch 1672 | loss: 0.0312132 | val_loss: 0.0312118 | Time: 1501.19 ms [2022-01-24 19:30:24 main:574] : INFO : Epoch 1673 | loss: 0.0312154 | val_loss: 0.0312107 | Time: 1490.54 ms [2022-01-24 19:30:26 main:574] : INFO : Epoch 1674 | loss: 0.0312122 | val_loss: 0.0312113 | Time: 1490.95 ms [2022-01-24 19:30:27 main:574] : INFO : Epoch 1675 | loss: 0.031212 | val_loss: 0.0312111 | Time: 1492.98 ms [2022-01-24 19:30:29 main:574] : INFO : Epoch 1676 | loss: 0.0312117 | val_loss: 0.0312107 | Time: 1491.51 ms [2022-01-24 19:30:30 main:574] : INFO : Epoch 1677 | loss: 0.0312118 | val_loss: 0.0312093 | Time: 1492.45 ms [2022-01-24 19:30:32 main:574] : INFO : Epoch 1678 | loss: 0.031211 | val_loss: 0.0312094 | Time: 1490.33 ms [2022-01-24 19:30:33 main:574] : INFO : Epoch 1679 | loss: 0.0312105 | val_loss: 0.0312094 | Time: 1497.44 ms [2022-01-24 19:30:35 main:574] : INFO : Epoch 1680 | loss: 0.0312115 | val_loss: 0.0312097 | Time: 1493.89 ms [2022-01-24 19:30:36 main:574] : INFO : Epoch 1681 | loss: 0.0312116 | val_loss: 0.0312108 | Time: 1491.92 ms [2022-01-24 19:30:38 main:574] : INFO : Epoch 1682 | loss: 0.0312115 | val_loss: 0.0312132 | Time: 1493.38 ms [2022-01-24 19:30:39 main:574] : INFO : Epoch 1683 | loss: 0.0312106 | val_loss: 0.0312088 | Time: 1492.7 ms [2022-01-24 19:30:41 main:574] : INFO : Epoch 1684 | loss: 0.0312101 | val_loss: 0.0312094 | Time: 1495.29 ms [2022-01-24 19:30:42 main:574] : INFO : Epoch 1685 | loss: 0.0312115 | val_loss: 0.0312089 | Time: 1491.62 ms [2022-01-24 19:30:44 main:574] : INFO : Epoch 1686 | loss: 0.0312117 | val_loss: 0.0312101 | Time: 1505.88 ms [2022-01-24 19:30:45 main:574] : INFO : Epoch 1687 | loss: 0.0312111 | val_loss: 0.0312092 | Time: 1494.92 ms [2022-01-24 19:30:47 main:574] : INFO : Epoch 1688 | loss: 0.0312122 | val_loss: 0.0312093 | Time: 1498.54 ms [2022-01-24 19:30:48 main:574] : INFO : Epoch 1689 | loss: 0.0312131 | val_loss: 0.0312108 | Time: 1491.46 ms [2022-01-24 19:30:50 main:574] : INFO : Epoch 1690 | loss: 0.0312122 | val_loss: 0.0312085 | Time: 1495.54 ms [2022-01-24 19:30:51 main:574] : INFO : Epoch 1691 | loss: 0.0312107 | val_loss: 0.0312092 | Time: 1490.24 ms [2022-01-24 19:30:53 main:574] : INFO : Epoch 1692 | loss: 0.0312109 | val_loss: 0.0312093 | Time: 1493.59 ms [2022-01-24 19:30:54 main:574] : INFO : Epoch 1693 | loss: 0.0312126 | val_loss: 0.0312242 | Time: 1489.82 ms [2022-01-24 19:30:56 main:574] : INFO : Epoch 1694 | loss: 0.0312157 | val_loss: 0.0312113 | Time: 1492.3 ms [2022-01-24 19:30:57 main:574] : INFO : Epoch 1695 | loss: 0.0312114 | val_loss: 0.0312094 | Time: 1490.51 ms [2022-01-24 19:30:59 main:574] : INFO : Epoch 1696 | loss: 0.0312131 | val_loss: 0.0312115 | Time: 1489.13 ms [2022-01-24 19:31:00 main:574] : INFO : Epoch 1697 | loss: 0.0312124 | val_loss: 0.0312082 | Time: 1492.6 ms [2022-01-24 19:31:02 main:574] : INFO : Epoch 1698 | loss: 0.0312118 | val_loss: 0.031209 | Time: 1495.33 ms [2022-01-24 19:31:03 main:574] : INFO : Epoch 1699 | loss: 0.0312106 | val_loss: 0.0312077 | Time: 1489.95 ms [2022-01-24 19:31:05 main:574] : INFO : Epoch 1700 | loss: 0.0312093 | val_loss: 0.0312082 | Time: 1493.03 ms [2022-01-24 19:31:06 main:574] : INFO : Epoch 1701 | loss: 0.0312111 | val_loss: 0.0312161 | Time: 1493.78 ms [2022-01-24 19:31:08 main:574] : INFO : Epoch 1702 | loss: 0.0312149 | val_loss: 0.0312079 | Time: 1493.27 ms [2022-01-24 19:31:09 main:574] : INFO : Epoch 1703 | loss: 0.0312108 | val_loss: 0.03121 | Time: 1491.12 ms [2022-01-24 19:31:11 main:574] : INFO : Epoch 1704 | loss: 0.0312111 | val_loss: 0.0312117 | Time: 1492.73 ms [2022-01-24 19:31:12 main:574] : INFO : Epoch 1705 | loss: 0.0312096 | val_loss: 0.0312088 | Time: 1492.11 ms [2022-01-24 19:31:14 main:574] : INFO : Epoch 1706 | loss: 0.0312087 | val_loss: 0.0312097 | Time: 1495.34 ms [2022-01-24 19:31:15 main:574] : INFO : Epoch 1707 | loss: 0.031209 | val_loss: 0.0312072 | Time: 1492.72 ms [2022-01-24 19:31:17 main:574] : INFO : Epoch 1708 | loss: 0.031209 | val_loss: 0.0312096 | Time: 1495.79 ms [2022-01-24 19:31:18 main:574] : INFO : Epoch 1709 | loss: 0.0312125 | val_loss: 0.0312234 | Time: 1494.98 ms [2022-01-24 19:31:20 main:574] : INFO : Epoch 1710 | loss: 0.0312186 | val_loss: 0.0312122 | Time: 1496.43 ms [2022-01-24 19:31:21 main:574] : INFO : Epoch 1711 | loss: 0.0312124 | val_loss: 0.0312156 | Time: 1495.96 ms [2022-01-24 19:31:23 main:574] : INFO : Epoch 1712 | loss: 0.0312093 | val_loss: 0.0312077 | Time: 1491.92 ms [2022-01-24 19:31:24 main:574] : INFO : Epoch 1713 | loss: 0.0312083 | val_loss: 0.031211 | Time: 1493.67 ms [2022-01-24 19:31:26 main:574] : INFO : Epoch 1714 | loss: 0.0312092 | val_loss: 0.0312079 | Time: 1496.04 ms [2022-01-24 19:31:27 main:574] : INFO : Epoch 1715 | loss: 0.0312081 | val_loss: 0.0312072 | Time: 1493.92 ms [2022-01-24 19:31:29 main:574] : INFO : Epoch 1716 | loss: 0.0312083 | val_loss: 0.0312067 | Time: 1493.55 ms [2022-01-24 19:31:30 main:574] : INFO : Epoch 1717 | loss: 0.031209 | val_loss: 0.03121 | Time: 1496.6 ms [2022-01-24 19:31:32 main:574] : INFO : Epoch 1718 | loss: 0.0312078 | val_loss: 0.0312074 | Time: 1489.88 ms [2022-01-24 19:31:33 main:574] : INFO : Epoch 1719 | loss: 0.0312075 | val_loss: 0.0312083 | Time: 1487.97 ms [2022-01-24 19:31:35 main:574] : INFO : Epoch 1720 | loss: 0.0312073 | val_loss: 0.0312069 | Time: 1500.39 ms [2022-01-24 19:31:36 main:574] : INFO : Epoch 1721 | loss: 0.0312075 | val_loss: 0.0312066 | Time: 1488.69 ms [2022-01-24 19:31:38 main:574] : INFO : Epoch 1722 | loss: 0.0312066 | val_loss: 0.0312072 | Time: 1494.75 ms [2022-01-24 19:31:39 main:574] : INFO : Epoch 1723 | loss: 0.0312067 | val_loss: 0.0312078 | Time: 1500.29 ms [2022-01-24 19:31:41 main:574] : INFO : Epoch 1724 | loss: 0.0312091 | val_loss: 0.0312067 | Time: 1493.88 ms [2022-01-24 19:31:42 main:574] : INFO : Epoch 1725 | loss: 0.0312105 | val_loss: 0.0312091 | Time: 1496.38 ms [2022-01-24 19:31:44 main:574] : INFO : Epoch 1726 | loss: 0.0312093 | val_loss: 0.0312108 | Time: 1492.6 ms [2022-01-24 19:31:45 main:574] : INFO : Epoch 1727 | loss: 0.0312082 | val_loss: 0.0312098 | Time: 1499.15 ms [2022-01-24 19:31:47 main:574] : INFO : Epoch 1728 | loss: 0.0312069 | val_loss: 0.0312068 | Time: 1495.97 ms [2022-01-24 19:31:48 main:574] : INFO : Epoch 1729 | loss: 0.0312076 | val_loss: 0.0312094 | Time: 1493.57 ms [2022-01-24 19:31:50 main:574] : INFO : Epoch 1730 | loss: 0.0312067 | val_loss: 0.0312052 | Time: 1497.42 ms [2022-01-24 19:31:51 main:574] : INFO : Epoch 1731 | loss: 0.0312079 | val_loss: 0.0312101 | Time: 1493.27 ms [2022-01-24 19:31:53 main:574] : INFO : Epoch 1732 | loss: 0.0312094 | val_loss: 0.0312056 | Time: 1492.03 ms [2022-01-24 19:31:54 main:574] : INFO : Epoch 1733 | loss: 0.0312085 | val_loss: 0.0312067 | Time: 1498.31 ms [2022-01-24 19:31:56 main:574] : INFO : Epoch 1734 | loss: 0.0312131 | val_loss: 0.0312118 | Time: 1494.04 ms [2022-01-24 19:31:57 main:574] : INFO : Epoch 1735 | loss: 0.0312079 | val_loss: 0.0312053 | Time: 1498.96 ms [2022-01-24 19:31:59 main:574] : INFO : Epoch 1736 | loss: 0.0312076 | val_loss: 0.0312055 | Time: 1492.31 ms [2022-01-24 19:32:00 main:574] : INFO : Epoch 1737 | loss: 0.0312067 | val_loss: 0.0312067 | Time: 1505.41 ms [2022-01-24 19:32:02 main:574] : INFO : Epoch 1738 | loss: 0.031208 | val_loss: 0.0312065 | Time: 1495.82 ms [2022-01-24 19:32:03 main:574] : INFO : Epoch 1739 | loss: 0.0312087 | val_loss: 0.0312051 | Time: 1494.08 ms [2022-01-24 19:32:05 main:574] : INFO : Epoch 1740 | loss: 0.0312061 | val_loss: 0.0312047 | Time: 1494.41 ms [2022-01-24 19:32:06 main:574] : INFO : Epoch 1741 | loss: 0.0312053 | val_loss: 0.0312056 | Time: 1494.97 ms [2022-01-24 19:32:08 main:574] : INFO : Epoch 1742 | loss: 0.0312057 | val_loss: 0.0312042 | Time: 1496.46 ms [2022-01-24 19:32:09 main:574] : INFO : Epoch 1743 | loss: 0.0312065 | val_loss: 0.0312058 | Time: 1492.83 ms [2022-01-24 19:32:11 main:574] : INFO : Epoch 1744 | loss: 0.0312066 | val_loss: 0.0312098 | Time: 1491.05 ms [2022-01-24 19:32:12 main:574] : INFO : Epoch 1745 | loss: 0.0312077 | val_loss: 0.0312056 | Time: 1496.8 ms [2022-01-24 19:32:14 main:574] : INFO : Epoch 1746 | loss: 0.0312058 | val_loss: 0.0312054 | Time: 1495.08 ms [2022-01-24 19:32:15 main:574] : INFO : Epoch 1747 | loss: 0.031208 | val_loss: 0.0312085 | Time: 1494.3 ms [2022-01-24 19:32:17 main:574] : INFO : Epoch 1748 | loss: 0.031206 | val_loss: 0.0312055 | Time: 1492.11 ms [2022-01-24 19:32:18 main:574] : INFO : Epoch 1749 | loss: 0.0312053 | val_loss: 0.0312047 | Time: 1497.4 ms [2022-01-24 19:32:20 main:574] : INFO : Epoch 1750 | loss: 0.0312053 | val_loss: 0.0312038 | Time: 1499.44 ms [2022-01-24 19:32:21 main:574] : INFO : Epoch 1751 | loss: 0.0312075 | val_loss: 0.0312061 | Time: 1507.17 ms [2022-01-24 19:32:23 main:574] : INFO : Epoch 1752 | loss: 0.0312063 | val_loss: 0.0312038 | Time: 1493.4 ms [2022-01-24 19:32:24 main:574] : INFO : Epoch 1753 | loss: 0.031209 | val_loss: 0.0312055 | Time: 1503.74 ms [2022-01-24 19:32:26 main:574] : INFO : Epoch 1754 | loss: 0.0312054 | val_loss: 0.0312061 | Time: 1499.62 ms [2022-01-24 19:32:27 main:574] : INFO : Epoch 1755 | loss: 0.0312053 | val_loss: 0.0312037 | Time: 1492.88 ms [2022-01-24 19:32:29 main:574] : INFO : Epoch 1756 | loss: 0.0312046 | val_loss: 0.031208 | Time: 1489.73 ms [2022-01-24 19:32:30 main:574] : INFO : Epoch 1757 | loss: 0.0312053 | val_loss: 0.0312039 | Time: 1489.61 ms [2022-01-24 19:32:32 main:574] : INFO : Epoch 1758 | loss: 0.0312053 | val_loss: 0.0312044 | Time: 1494.07 ms [2022-01-24 19:32:33 main:574] : INFO : Epoch 1759 | loss: 0.0312043 | val_loss: 0.0312043 | Time: 1493.87 ms [2022-01-24 19:32:35 main:574] : INFO : Epoch 1760 | loss: 0.0312055 | val_loss: 0.0312049 | Time: 1492.53 ms [2022-01-24 19:32:36 main:574] : INFO : Epoch 1761 | loss: 0.0312047 | val_loss: 0.0312083 | Time: 1488.99 ms [2022-01-24 19:32:38 main:574] : INFO : Epoch 1762 | loss: 0.031206 | val_loss: 0.0312032 | Time: 1491.03 ms [2022-01-24 19:32:39 main:574] : INFO : Epoch 1763 | loss: 0.0312071 | val_loss: 0.031204 | Time: 1494.14 ms [2022-01-24 19:32:41 main:574] : INFO : Epoch 1764 | loss: 0.0312148 | val_loss: 0.0312211 | Time: 1489.24 ms [2022-01-24 19:32:42 main:574] : INFO : Epoch 1765 | loss: 0.031209 | val_loss: 0.0312052 | Time: 1493.2 ms [2022-01-24 19:32:44 main:574] : INFO : Epoch 1766 | loss: 0.0312052 | val_loss: 0.0312031 | Time: 1494.72 ms [2022-01-24 19:32:45 main:574] : INFO : Epoch 1767 | loss: 0.0312041 | val_loss: 0.031203 | Time: 1497.76 ms [2022-01-24 19:32:47 main:574] : INFO : Epoch 1768 | loss: 0.0312048 | val_loss: 0.0312044 | Time: 1491.05 ms [2022-01-24 19:32:48 main:574] : INFO : Epoch 1769 | loss: 0.0312052 | val_loss: 0.0312036 | Time: 1496.28 ms [2022-01-24 19:32:50 main:574] : INFO : Epoch 1770 | loss: 0.0312072 | val_loss: 0.0312066 | Time: 1495.36 ms [2022-01-24 19:32:52 main:574] : INFO : Epoch 1771 | loss: 0.0312095 | val_loss: 0.0312105 | Time: 1495.23 ms [2022-01-24 19:32:53 main:574] : INFO : Epoch 1772 | loss: 0.0312055 | val_loss: 0.0312033 | Time: 1493.81 ms [2022-01-24 19:32:55 main:574] : INFO : Epoch 1773 | loss: 0.0312056 | val_loss: 0.0312056 | Time: 1492.65 ms [2022-01-24 19:32:56 main:574] : INFO : Epoch 1774 | loss: 0.0312076 | val_loss: 0.0312129 | Time: 1489.46 ms [2022-01-24 19:32:58 main:574] : INFO : Epoch 1775 | loss: 0.0312084 | val_loss: 0.0312122 | Time: 1491.79 ms [2022-01-24 19:32:59 main:574] : INFO : Epoch 1776 | loss: 0.0312085 | val_loss: 0.0312035 | Time: 1489.23 ms [2022-01-24 19:33:01 main:574] : INFO : Epoch 1777 | loss: 0.0312035 | val_loss: 0.0312032 | Time: 1496.16 ms [2022-01-24 19:33:02 main:574] : INFO : Epoch 1778 | loss: 0.0312059 | val_loss: 0.0312075 | Time: 1494.57 ms [2022-01-24 19:33:04 main:574] : INFO : Epoch 1779 | loss: 0.0312081 | val_loss: 0.0312031 | Time: 1488.24 ms [2022-01-24 19:33:05 main:574] : INFO : Epoch 1780 | loss: 0.0312049 | val_loss: 0.0312041 | Time: 1488.93 ms [2022-01-24 19:33:07 main:574] : INFO : Epoch 1781 | loss: 0.031207 | val_loss: 0.0312104 | Time: 1488.65 ms [2022-01-24 19:33:08 main:574] : INFO : Epoch 1782 | loss: 0.0312063 | val_loss: 0.0312045 | Time: 1494.22 ms [2022-01-24 19:33:10 main:574] : INFO : Epoch 1783 | loss: 0.0312051 | val_loss: 0.0312046 | Time: 1492.25 ms [2022-01-24 19:33:11 main:574] : INFO : Epoch 1784 | loss: 0.0312049 | val_loss: 0.0312025 | Time: 1492.31 ms [2022-01-24 19:33:13 main:574] : INFO : Epoch 1785 | loss: 0.0312064 | val_loss: 0.0312027 | Time: 1488.55 ms [2022-01-24 19:33:14 main:574] : INFO : Epoch 1786 | loss: 0.031204 | val_loss: 0.0312057 | Time: 1488.7 ms [2022-01-24 19:33:16 main:574] : INFO : Epoch 1787 | loss: 0.0312077 | val_loss: 0.0312112 | Time: 1492.94 ms [2022-01-24 19:33:17 main:574] : INFO : Epoch 1788 | loss: 0.0312064 | val_loss: 0.0312026 | Time: 1491.61 ms [2022-01-24 19:33:19 main:574] : INFO : Epoch 1789 | loss: 0.0312045 | val_loss: 0.0312032 | Time: 1492.44 ms [2022-01-24 19:33:20 main:574] : INFO : Epoch 1790 | loss: 0.0312065 | val_loss: 0.0312134 | Time: 1494.27 ms [2022-01-24 19:33:22 main:574] : INFO : Epoch 1791 | loss: 0.0312055 | val_loss: 0.0312024 | Time: 1500.35 ms [2022-01-24 19:33:23 main:574] : INFO : Epoch 1792 | loss: 0.0312048 | val_loss: 0.0312037 | Time: 1500.24 ms [2022-01-24 19:33:25 main:574] : INFO : Epoch 1793 | loss: 0.031204 | val_loss: 0.0312029 | Time: 1495.28 ms [2022-01-24 19:33:26 main:574] : INFO : Epoch 1794 | loss: 0.0312048 | val_loss: 0.0312039 | Time: 1498.11 ms [2022-01-24 19:33:28 main:574] : INFO : Epoch 1795 | loss: 0.031205 | val_loss: 0.0312027 | Time: 1491.53 ms [2022-01-24 19:33:29 main:574] : INFO : Epoch 1796 | loss: 0.0312041 | val_loss: 0.0312028 | Time: 1493.8 ms [2022-01-24 19:33:31 main:574] : INFO : Epoch 1797 | loss: 0.031204 | val_loss: 0.031205 | Time: 1492.52 ms [2022-01-24 19:33:32 main:574] : INFO : Epoch 1798 | loss: 0.0312042 | val_loss: 0.0312022 | Time: 1493.96 ms [2022-01-24 19:33:34 main:574] : INFO : Epoch 1799 | loss: 0.0312043 | val_loss: 0.0312047 | Time: 1498.28 ms [2022-01-24 19:33:35 main:574] : INFO : Epoch 1800 | loss: 0.0312045 | val_loss: 0.0312024 | Time: 1491.55 ms [2022-01-24 19:33:37 main:574] : INFO : Epoch 1801 | loss: 0.0312026 | val_loss: 0.0312024 | Time: 1494.07 ms [2022-01-24 19:33:38 main:574] : INFO : Epoch 1802 | loss: 0.0312042 | val_loss: 0.0312022 | Time: 1489.66 ms [2022-01-24 19:33:40 main:574] : INFO : Epoch 1803 | loss: 0.0312077 | val_loss: 0.0312062 | Time: 1492.78 ms [2022-01-24 19:33:41 main:574] : INFO : Epoch 1804 | loss: 0.0312065 | val_loss: 0.0312029 | Time: 1489.91 ms [2022-01-24 19:33:43 main:574] : INFO : Epoch 1805 | loss: 0.0312038 | val_loss: 0.0312038 | Time: 1488 ms [2022-01-24 19:33:44 main:574] : INFO : Epoch 1806 | loss: 0.0312066 | val_loss: 0.0312082 | Time: 1492.32 ms [2022-01-24 19:33:46 main:574] : INFO : Epoch 1807 | loss: 0.0312078 | val_loss: 0.0312029 | Time: 1492.67 ms [2022-01-24 19:33:47 main:574] : INFO : Epoch 1808 | loss: 0.0312037 | val_loss: 0.0312029 | Time: 1490.98 ms [2022-01-24 19:33:49 main:574] : INFO : Epoch 1809 | loss: 0.0312038 | val_loss: 0.0312029 | Time: 1493.44 ms [2022-01-24 19:33:50 main:574] : INFO : Epoch 1810 | loss: 0.0312032 | val_loss: 0.031203 | Time: 1497.05 ms [2022-01-24 19:33:52 main:574] : INFO : Epoch 1811 | loss: 0.031204 | val_loss: 0.0312047 | Time: 1500.03 ms [2022-01-24 19:33:53 main:574] : INFO : Epoch 1812 | loss: 0.0312034 | val_loss: 0.031203 | Time: 1494.19 ms [2022-01-24 19:33:55 main:574] : INFO : Epoch 1813 | loss: 0.0312035 | val_loss: 0.0312051 | Time: 1493.12 ms [2022-01-24 19:33:56 main:574] : INFO : Epoch 1814 | loss: 0.0312042 | val_loss: 0.0312038 | Time: 1496.77 ms [2022-01-24 19:33:58 main:574] : INFO : Epoch 1815 | loss: 0.0312033 | val_loss: 0.0312025 | Time: 1498.18 ms [2022-01-24 19:33:59 main:574] : INFO : Epoch 1816 | loss: 0.031204 | val_loss: 0.0312051 | Time: 1489.4 ms [2022-01-24 19:34:01 main:574] : INFO : Epoch 1817 | loss: 0.0312049 | val_loss: 0.0312063 | Time: 1491.55 ms [2022-01-24 19:34:02 main:574] : INFO : Epoch 1818 | loss: 0.0312053 | val_loss: 0.031211 | Time: 1493.01 ms [2022-01-24 19:34:04 main:574] : INFO : Epoch 1819 | loss: 0.0312085 | val_loss: 0.0312021 | Time: 1489.08 ms [2022-01-24 19:34:05 main:574] : INFO : Epoch 1820 | loss: 0.0312059 | val_loss: 0.0312056 | Time: 1491.79 ms [2022-01-24 19:34:07 main:574] : INFO : Epoch 1821 | loss: 0.0312029 | val_loss: 0.0312022 | Time: 1490.01 ms [2022-01-24 19:34:08 main:574] : INFO : Epoch 1822 | loss: 0.0312039 | val_loss: 0.0312047 | Time: 1494.78 ms [2022-01-24 19:34:10 main:574] : INFO : Epoch 1823 | loss: 0.0312031 | val_loss: 0.0312035 | Time: 1491.07 ms [2022-01-24 19:34:11 main:574] : INFO : Epoch 1824 | loss: 0.0312051 | val_loss: 0.0312036 | Time: 1496.39 ms [2022-01-24 19:34:13 main:574] : INFO : Epoch 1825 | loss: 0.0312036 | val_loss: 0.0312027 | Time: 1493.77 ms [2022-01-24 19:34:14 main:574] : INFO : Epoch 1826 | loss: 0.0312031 | val_loss: 0.0312016 | Time: 1493.93 ms [2022-01-24 19:34:16 main:574] : INFO : Epoch 1827 | loss: 0.0312029 | val_loss: 0.031202 | Time: 1494.44 ms [2022-01-24 19:34:17 main:574] : INFO : Epoch 1828 | loss: 0.0312025 | val_loss: 0.0312067 | Time: 1495.47 ms [2022-01-24 19:34:19 main:574] : INFO : Epoch 1829 | loss: 0.0312112 | val_loss: 0.0312108 | Time: 1496.95 ms [2022-01-24 19:34:20 main:574] : INFO : Epoch 1830 | loss: 0.0312111 | val_loss: 0.0312067 | Time: 1495.59 ms [2022-01-24 19:34:22 main:574] : INFO : Epoch 1831 | loss: 0.0312043 | val_loss: 0.0312021 | Time: 1497.51 ms [2022-01-24 19:34:23 main:574] : INFO : Epoch 1832 | loss: 0.031204 | val_loss: 0.031202 | Time: 1501.13 ms [2022-01-24 19:34:25 main:574] : INFO : Epoch 1833 | loss: 0.0312032 | val_loss: 0.0312018 | Time: 1491.79 ms [2022-01-24 19:34:26 main:574] : INFO : Epoch 1834 | loss: 0.0312026 | val_loss: 0.0312014 | Time: 1496.61 ms [2022-01-24 19:34:28 main:574] : INFO : Epoch 1835 | loss: 0.031204 | val_loss: 0.0312017 | Time: 1489.88 ms [2022-01-24 19:34:29 main:574] : INFO : Epoch 1836 | loss: 0.0312052 | val_loss: 0.0312066 | Time: 1496.21 ms [2022-01-24 19:34:31 main:574] : INFO : Epoch 1837 | loss: 0.0312027 | val_loss: 0.031202 | Time: 1491.61 ms [2022-01-24 19:34:32 main:574] : INFO : Epoch 1838 | loss: 0.0312023 | val_loss: 0.0312013 | Time: 1497.14 ms [2022-01-24 19:34:34 main:574] : INFO : Epoch 1839 | loss: 0.0312021 | val_loss: 0.0312021 | Time: 1501.22 ms [2022-01-24 19:34:35 main:574] : INFO : Epoch 1840 | loss: 0.0312021 | val_loss: 0.031202 | Time: 1498.92 ms [2022-01-24 19:34:37 main:574] : INFO : Epoch 1841 | loss: 0.0312075 | val_loss: 0.0312051 | Time: 1492.59 ms [2022-01-24 19:34:38 main:574] : INFO : Epoch 1842 | loss: 0.0312039 | val_loss: 0.0312031 | Time: 1503.54 ms [2022-01-24 19:34:40 main:574] : INFO : Epoch 1843 | loss: 0.031202 | val_loss: 0.0312012 | Time: 1491.21 ms [2022-01-24 19:34:41 main:574] : INFO : Epoch 1844 | loss: 0.0312026 | val_loss: 0.0312044 | Time: 1507.17 ms [2022-01-24 19:34:43 main:574] : INFO : Epoch 1845 | loss: 0.0312037 | val_loss: 0.0312031 | Time: 1491.79 ms [2022-01-24 19:34:44 main:574] : INFO : Epoch 1846 | loss: 0.0312043 | val_loss: 0.0312026 | Time: 1497.5 ms [2022-01-24 19:34:46 main:574] : INFO : Epoch 1847 | loss: 0.031205 | val_loss: 0.0312046 | Time: 1497.55 ms [2022-01-24 19:34:47 main:574] : INFO : Epoch 1848 | loss: 0.0312062 | val_loss: 0.0312024 | Time: 1497.76 ms [2022-01-24 19:34:49 main:574] : INFO : Epoch 1849 | loss: 0.0312049 | val_loss: 0.0312061 | Time: 1491.99 ms [2022-01-24 19:34:50 main:574] : INFO : Epoch 1850 | loss: 0.0312027 | val_loss: 0.0312015 | Time: 1497.6 ms [2022-01-24 19:34:52 main:574] : INFO : Epoch 1851 | loss: 0.0312029 | val_loss: 0.0312021 | Time: 1492.77 ms [2022-01-24 19:34:53 main:574] : INFO : Epoch 1852 | loss: 0.0312045 | val_loss: 0.0312039 | Time: 1496.98 ms [2022-01-24 19:34:55 main:574] : INFO : Epoch 1853 | loss: 0.0312044 | val_loss: 0.0312015 | Time: 1491.24 ms [2022-01-24 19:34:56 main:574] : INFO : Epoch 1854 | loss: 0.0312044 | val_loss: 0.0312016 | Time: 1509.88 ms [2022-01-24 19:34:58 main:574] : INFO : Epoch 1855 | loss: 0.0312027 | val_loss: 0.0312013 | Time: 1494.56 ms [2022-01-24 19:34:59 main:574] : INFO : Epoch 1856 | loss: 0.0312017 | val_loss: 0.0312024 | Time: 1506.03 ms [2022-01-24 19:35:01 main:574] : INFO : Epoch 1857 | loss: 0.0312018 | val_loss: 0.0312043 | Time: 1493.66 ms [2022-01-24 19:35:02 main:574] : INFO : Epoch 1858 | loss: 0.0312012 | val_loss: 0.0312018 | Time: 1492.27 ms [2022-01-24 19:35:04 main:574] : INFO : Epoch 1859 | loss: 0.031201 | val_loss: 0.0312044 | Time: 1489.77 ms [2022-01-24 19:35:05 main:574] : INFO : Epoch 1860 | loss: 0.0312011 | val_loss: 0.0312015 | Time: 1491.83 ms [2022-01-24 19:35:07 main:574] : INFO : Epoch 1861 | loss: 0.0312036 | val_loss: 0.0312026 | Time: 1487.51 ms [2022-01-24 19:35:08 main:574] : INFO : Epoch 1862 | loss: 0.0312032 | val_loss: 0.0312047 | Time: 1491.35 ms [2022-01-24 19:35:10 main:574] : INFO : Epoch 1863 | loss: 0.0312027 | val_loss: 0.0312039 | Time: 1489.49 ms [2022-01-24 19:35:11 main:574] : INFO : Epoch 1864 | loss: 0.0312041 | val_loss: 0.0312016 | Time: 1492.05 ms [2022-01-24 19:35:13 main:574] : INFO : Epoch 1865 | loss: 0.0312015 | val_loss: 0.0312054 | Time: 1490.01 ms [2022-01-24 19:35:14 main:574] : INFO : Epoch 1866 | loss: 0.031205 | val_loss: 0.031214 | Time: 1503.5 ms [2022-01-24 19:35:16 main:574] : INFO : Epoch 1867 | loss: 0.0312055 | val_loss: 0.0312018 | Time: 1489.54 ms [2022-01-24 19:35:17 main:574] : INFO : Epoch 1868 | loss: 0.0312026 | val_loss: 0.0312008 | Time: 1497.09 ms [2022-01-24 19:35:19 main:574] : INFO : Epoch 1869 | loss: 0.0312019 | val_loss: 0.0312012 | Time: 1499.54 ms [2022-01-24 19:35:20 main:574] : INFO : Epoch 1870 | loss: 0.0312007 | val_loss: 0.0312019 | Time: 1502.92 ms [2022-01-24 19:35:22 main:574] : INFO : Epoch 1871 | loss: 0.0312018 | val_loss: 0.0312012 | Time: 1495.95 ms [2022-01-24 19:35:23 main:574] : INFO : Epoch 1872 | loss: 0.0312005 | val_loss: 0.0312013 | Time: 1498.15 ms [2022-01-24 19:35:25 main:574] : INFO : Epoch 1873 | loss: 0.0312012 | val_loss: 0.0312008 | Time: 1494.96 ms [2022-01-24 19:35:27 main:574] : INFO : Epoch 1874 | loss: 0.0312008 | val_loss: 0.0312009 | Time: 1492.54 ms [2022-01-24 19:35:28 main:574] : INFO : Epoch 1875 | loss: 0.0312006 | val_loss: 0.0312017 | Time: 1488.85 ms [2022-01-24 19:35:30 main:574] : INFO : Epoch 1876 | loss: 0.0312022 | val_loss: 0.0312026 | Time: 1492.55 ms [2022-01-24 19:35:31 main:574] : INFO : Epoch 1877 | loss: 0.0312026 | val_loss: 0.0312064 | Time: 1491.38 ms [2022-01-24 19:35:33 main:574] : INFO : Epoch 1878 | loss: 0.0312015 | val_loss: 0.0312011 | Time: 1491.29 ms [2022-01-24 19:35:34 main:574] : INFO : Epoch 1879 | loss: 0.0312012 | val_loss: 0.0312012 | Time: 1489.55 ms [2022-01-24 19:35:36 main:574] : INFO : Epoch 1880 | loss: 0.0312004 | val_loss: 0.0312017 | Time: 1488.23 ms [2022-01-24 19:35:37 main:574] : INFO : Epoch 1881 | loss: 0.0312011 | val_loss: 0.0312019 | Time: 1489.66 ms [2022-01-24 19:35:39 main:574] : INFO : Epoch 1882 | loss: 0.0312025 | val_loss: 0.0312055 | Time: 1494.65 ms [2022-01-24 19:35:40 main:574] : INFO : Epoch 1883 | loss: 0.0312031 | val_loss: 0.0312012 | Time: 1491.63 ms [2022-01-24 19:35:42 main:574] : INFO : Epoch 1884 | loss: 0.0312035 | val_loss: 0.031207 | Time: 1490.33 ms [2022-01-24 19:35:43 main:574] : INFO : Epoch 1885 | loss: 0.0312032 | val_loss: 0.031202 | Time: 1490.72 ms [2022-01-24 19:35:45 main:574] : INFO : Epoch 1886 | loss: 0.0312006 | val_loss: 0.0312013 | Time: 1493.07 ms [2022-01-24 19:35:46 main:574] : INFO : Epoch 1887 | loss: 0.0312004 | val_loss: 0.0312023 | Time: 1491.33 ms [2022-01-24 19:35:48 main:574] : INFO : Epoch 1888 | loss: 0.0312029 | val_loss: 0.0312018 | Time: 1491.82 ms [2022-01-24 19:35:49 main:574] : INFO : Epoch 1889 | loss: 0.0312005 | val_loss: 0.0312014 | Time: 1488.57 ms [2022-01-24 19:35:51 main:574] : INFO : Epoch 1890 | loss: 0.0312003 | val_loss: 0.0312013 | Time: 1495.56 ms [2022-01-24 19:35:52 main:574] : INFO : Epoch 1891 | loss: 0.0312056 | val_loss: 0.0312051 | Time: 1488.87 ms [2022-01-24 19:35:54 main:574] : INFO : Epoch 1892 | loss: 0.0312034 | val_loss: 0.031201 | Time: 1491.57 ms [2022-01-24 19:35:55 main:574] : INFO : Epoch 1893 | loss: 0.0312007 | val_loss: 0.0312012 | Time: 1487.54 ms [2022-01-24 19:35:57 main:574] : INFO : Epoch 1894 | loss: 0.0312003 | val_loss: 0.0312008 | Time: 1494.36 ms [2022-01-24 19:35:58 main:574] : INFO : Epoch 1895 | loss: 0.0312002 | val_loss: 0.0312048 | Time: 1494.24 ms [2022-01-24 19:36:00 main:574] : INFO : Epoch 1896 | loss: 0.0312008 | val_loss: 0.0312007 | Time: 1503.06 ms [2022-01-24 19:36:01 main:574] : INFO : Epoch 1897 | loss: 0.0312004 | val_loss: 0.0312006 | Time: 1493.57 ms [2022-01-24 19:36:03 main:574] : INFO : Epoch 1898 | loss: 0.0312006 | val_loss: 0.0312026 | Time: 1495.2 ms [2022-01-24 19:36:04 main:574] : INFO : Epoch 1899 | loss: 0.0312009 | val_loss: 0.0312003 | Time: 1511.47 ms [2022-01-24 19:36:06 main:574] : INFO : Epoch 1900 | loss: 0.0312005 | val_loss: 0.0312021 | Time: 1490.23 ms [2022-01-24 19:36:07 main:574] : INFO : Epoch 1901 | loss: 0.0312008 | val_loss: 0.0312034 | Time: 1491.02 ms [2022-01-24 19:36:09 main:574] : INFO : Epoch 1902 | loss: 0.0312007 | val_loss: 0.0312013 | Time: 1492.12 ms [2022-01-24 19:36:10 main:574] : INFO : Epoch 1903 | loss: 0.0312001 | val_loss: 0.031205 | Time: 1488.87 ms [2022-01-24 19:36:12 main:574] : INFO : Epoch 1904 | loss: 0.0312017 | val_loss: 0.0312043 | Time: 1491.82 ms [2022-01-24 19:36:13 main:574] : INFO : Epoch 1905 | loss: 0.0312022 | val_loss: 0.0312042 | Time: 1489.23 ms [2022-01-24 19:36:15 main:574] : INFO : Epoch 1906 | loss: 0.0312037 | val_loss: 0.031202 | Time: 1494.25 ms [2022-01-24 19:36:16 main:574] : INFO : Epoch 1907 | loss: 0.0312019 | val_loss: 0.0312009 | Time: 1493.63 ms [2022-01-24 19:36:18 main:574] : INFO : Epoch 1908 | loss: 0.0312021 | val_loss: 0.0312026 | Time: 1490.18 ms [2022-01-24 19:36:19 main:574] : INFO : Epoch 1909 | loss: 0.0312006 | val_loss: 0.0312013 | Time: 1488.48 ms [2022-01-24 19:36:21 main:574] : INFO : Epoch 1910 | loss: 0.0312031 | val_loss: 0.0312069 | Time: 1493.64 ms [2022-01-24 19:36:22 main:574] : INFO : Epoch 1911 | loss: 0.0312032 | val_loss: 0.0312059 | Time: 1493.71 ms [2022-01-24 19:36:24 main:574] : INFO : Epoch 1912 | loss: 0.0312002 | val_loss: 0.031202 | Time: 1497.81 ms [2022-01-24 19:36:25 main:574] : INFO : Epoch 1913 | loss: 0.0311995 | val_loss: 0.0312013 | Time: 1496.63 ms [2022-01-24 19:36:27 main:574] : INFO : Epoch 1914 | loss: 0.0312001 | val_loss: 0.0312013 | Time: 1495.35 ms [2022-01-24 19:36:28 main:574] : INFO : Epoch 1915 | loss: 0.0312008 | val_loss: 0.0312032 | Time: 1496.43 ms [2022-01-24 19:36:30 main:574] : INFO : Epoch 1916 | loss: 0.0312054 | val_loss: 0.0312021 | Time: 1496.4 ms [2022-01-24 19:36:31 main:574] : INFO : Epoch 1917 | loss: 0.0312008 | val_loss: 0.0312103 | Time: 1489.88 ms [2022-01-24 19:36:33 main:574] : INFO : Epoch 1918 | loss: 0.0312017 | val_loss: 0.0312008 | Time: 1497.81 ms [2022-01-24 19:36:34 main:574] : INFO : Epoch 1919 | loss: 0.0312003 | val_loss: 0.0312039 | Time: 1493.27 ms [2022-01-24 19:36:36 main:574] : INFO : Epoch 1920 | loss: 0.0312 | val_loss: 0.0312002 | Time: 1494.31 ms [2022-01-24 19:36:37 main:574] : INFO : Epoch 1921 | loss: 0.0311999 | val_loss: 0.0312028 | Time: 1489.79 ms [2022-01-24 19:36:39 main:574] : INFO : Epoch 1922 | loss: 0.0311996 | val_loss: 0.031208 | Time: 1492.19 ms [2022-01-24 19:36:40 main:574] : INFO : Epoch 1923 | loss: 0.0312017 | val_loss: 0.0312017 | Time: 1496.5 ms [2022-01-24 19:36:42 main:574] : INFO : Epoch 1924 | loss: 0.0312006 | val_loss: 0.0312015 | Time: 1489.7 ms [2022-01-24 19:36:43 main:574] : INFO : Epoch 1925 | loss: 0.0312048 | val_loss: 0.0312196 | Time: 1491.41 ms [2022-01-24 19:36:45 main:574] : INFO : Epoch 1926 | loss: 0.031209 | val_loss: 0.0312104 | Time: 1491.4 ms [2022-01-24 19:36:46 main:574] : INFO : Epoch 1927 | loss: 0.0312061 | val_loss: 0.0312049 | Time: 1492.08 ms [2022-01-24 19:36:48 main:574] : INFO : Epoch 1928 | loss: 0.0312028 | val_loss: 0.0312021 | Time: 1492.46 ms [2022-01-24 19:36:49 main:574] : INFO : Epoch 1929 | loss: 0.0312009 | val_loss: 0.0312038 | Time: 1493.47 ms [2022-01-24 19:36:51 main:574] : INFO : Epoch 1930 | loss: 0.0312035 | val_loss: 0.0312021 | Time: 1493.4 ms [2022-01-24 19:36:52 main:574] : INFO : Epoch 1931 | loss: 0.0312019 | val_loss: 0.0312096 | Time: 1490.9 ms [2022-01-24 19:36:54 main:574] : INFO : Epoch 1932 | loss: 0.0312046 | val_loss: 0.0312018 | Time: 1499.72 ms [2022-01-24 19:36:55 main:574] : INFO : Epoch 1933 | loss: 0.0312006 | val_loss: 0.0312065 | Time: 1496.36 ms [2022-01-24 19:36:57 main:574] : INFO : Epoch 1934 | loss: 0.0312002 | val_loss: 0.0312009 | Time: 1495.2 ms [2022-01-24 19:36:58 main:574] : INFO : Epoch 1935 | loss: 0.0311995 | val_loss: 0.0312012 | Time: 1495.8 ms [2022-01-24 19:37:00 main:574] : INFO : Epoch 1936 | loss: 0.0311993 | val_loss: 0.0312005 | Time: 1495.48 ms [2022-01-24 19:37:01 main:574] : INFO : Epoch 1937 | loss: 0.0312006 | val_loss: 0.0312016 | Time: 1500.35 ms [2022-01-24 19:37:03 main:574] : INFO : Epoch 1938 | loss: 0.0311998 | val_loss: 0.0312012 | Time: 1493.79 ms [2022-01-24 19:37:04 main:574] : INFO : Epoch 1939 | loss: 0.0311996 | val_loss: 0.0312032 | Time: 1495.7 ms [2022-01-24 19:37:06 main:574] : INFO : Epoch 1940 | loss: 0.0311999 | val_loss: 0.0312007 | Time: 1490.59 ms [2022-01-24 19:37:07 main:574] : INFO : Epoch 1941 | loss: 0.0311996 | val_loss: 0.0312001 | Time: 1493.8 ms [2022-01-24 19:37:09 main:574] : INFO : Epoch 1942 | loss: 0.0311996 | val_loss: 0.0312051 | Time: 1491.65 ms [2022-01-24 19:37:10 main:574] : INFO : Epoch 1943 | loss: 0.031203 | val_loss: 0.0312079 | Time: 1494.89 ms [2022-01-24 19:37:12 main:574] : INFO : Epoch 1944 | loss: 0.0312015 | val_loss: 0.0312002 | Time: 1491.21 ms [2022-01-24 19:37:13 main:574] : INFO : Epoch 1945 | loss: 0.0311998 | val_loss: 0.031202 | Time: 1491.7 ms [2022-01-24 19:37:15 main:574] : INFO : Epoch 1946 | loss: 0.0312 | val_loss: 0.0311998 | Time: 1494.27 ms [2022-01-24 19:37:16 main:574] : INFO : Epoch 1947 | loss: 0.0311989 | val_loss: 0.0312008 | Time: 1498.96 ms [2022-01-24 19:37:18 main:574] : INFO : Epoch 1948 | loss: 0.0312065 | val_loss: 0.0312221 | Time: 1493.58 ms [2022-01-24 19:37:19 main:574] : INFO : Epoch 1949 | loss: 0.0312034 | val_loss: 0.0312035 | Time: 1498.85 ms [2022-01-24 19:37:21 main:574] : INFO : Epoch 1950 | loss: 0.0312022 | val_loss: 0.0312026 | Time: 1498.05 ms [2022-01-24 19:37:22 main:574] : INFO : Epoch 1951 | loss: 0.0312 | val_loss: 0.0312005 | Time: 1499.87 ms [2022-01-24 19:37:24 main:574] : INFO : Epoch 1952 | loss: 0.0311994 | val_loss: 0.0312016 | Time: 1491.74 ms [2022-01-24 19:37:25 main:574] : INFO : Epoch 1953 | loss: 0.031202 | val_loss: 0.0312048 | Time: 1493.92 ms [2022-01-24 19:37:27 main:574] : INFO : Epoch 1954 | loss: 0.0311998 | val_loss: 0.0312011 | Time: 1491.76 ms [2022-01-24 19:37:28 main:574] : INFO : Epoch 1955 | loss: 0.0311988 | val_loss: 0.0312008 | Time: 1493.81 ms [2022-01-24 19:37:30 main:574] : INFO : Epoch 1956 | loss: 0.0312005 | val_loss: 0.0312011 | Time: 1492.58 ms [2022-01-24 19:37:31 main:574] : INFO : Epoch 1957 | loss: 0.0311993 | val_loss: 0.0312006 | Time: 1493.18 ms [2022-01-24 19:37:33 main:574] : INFO : Epoch 1958 | loss: 0.0311996 | val_loss: 0.0312027 | Time: 1511.17 ms [2022-01-24 19:37:34 main:574] : INFO : Epoch 1959 | loss: 0.0311983 | val_loss: 0.0312024 | Time: 1505.98 ms [2022-01-24 19:37:36 main:574] : INFO : Epoch 1960 | loss: 0.0311987 | val_loss: 0.0312007 | Time: 1494.98 ms [2022-01-24 19:37:37 main:574] : INFO : Epoch 1961 | loss: 0.0311995 | val_loss: 0.0312139 | Time: 1500.08 ms [2022-01-24 19:37:39 main:574] : INFO : Epoch 1962 | loss: 0.0312033 | val_loss: 0.0312099 | Time: 1493.62 ms [2022-01-24 19:37:40 main:574] : INFO : Epoch 1963 | loss: 0.0312056 | val_loss: 0.0312034 | Time: 1493.08 ms [2022-01-24 19:37:42 main:574] : INFO : Epoch 1964 | loss: 0.0311997 | val_loss: 0.0312013 | Time: 1487.66 ms [2022-01-24 19:37:43 main:574] : INFO : Epoch 1965 | loss: 0.0312005 | val_loss: 0.031201 | Time: 1494.35 ms [2022-01-24 19:37:45 main:574] : INFO : Epoch 1966 | loss: 0.0311989 | val_loss: 0.0312013 | Time: 1493.24 ms [2022-01-24 19:37:46 main:574] : INFO : Epoch 1967 | loss: 0.0311986 | val_loss: 0.0312032 | Time: 1491.1 ms [2022-01-24 19:37:48 main:574] : INFO : Epoch 1968 | loss: 0.0311989 | val_loss: 0.031201 | Time: 1490.37 ms [2022-01-24 19:37:49 main:574] : INFO : Epoch 1969 | loss: 0.0311985 | val_loss: 0.0312043 | Time: 1493.19 ms [2022-01-24 19:37:51 main:574] : INFO : Epoch 1970 | loss: 0.0311994 | val_loss: 0.0312009 | Time: 1498.55 ms [2022-01-24 19:37:52 main:574] : INFO : Epoch 1971 | loss: 0.031198 | val_loss: 0.0312022 | Time: 1494.58 ms [2022-01-24 19:37:54 main:574] : INFO : Epoch 1972 | loss: 0.031199 | val_loss: 0.0312026 | Time: 1491.15 ms [2022-01-24 19:37:55 main:574] : INFO : Epoch 1973 | loss: 0.0311999 | val_loss: 0.0312022 | Time: 1500.77 ms [2022-01-24 19:37:57 main:574] : INFO : Epoch 1974 | loss: 0.0311987 | val_loss: 0.0312014 | Time: 1499.53 ms [2022-01-24 19:37:59 main:574] : INFO : Epoch 1975 | loss: 0.0311996 | val_loss: 0.031206 | Time: 1500.31 ms [2022-01-24 19:38:00 main:574] : INFO : Epoch 1976 | loss: 0.0311995 | val_loss: 0.0312029 | Time: 1495.12 ms [2022-01-24 19:38:02 main:574] : INFO : Epoch 1977 | loss: 0.0311991 | val_loss: 0.0312009 | Time: 1496.6 ms [2022-01-24 19:38:03 main:574] : INFO : Epoch 1978 | loss: 0.0311996 | val_loss: 0.0312016 | Time: 1495.93 ms [2022-01-24 19:38:05 main:574] : INFO : Epoch 1979 | loss: 0.0311983 | val_loss: 0.0312016 | Time: 1490.06 ms [2022-01-24 19:38:06 main:574] : INFO : Epoch 1980 | loss: 0.031199 | val_loss: 0.0312044 | Time: 1489.12 ms [2022-01-24 19:38:08 main:574] : INFO : Epoch 1981 | loss: 0.0312004 | val_loss: 0.0312021 | Time: 1491.07 ms [2022-01-24 19:38:09 main:574] : INFO : Epoch 1982 | loss: 0.031199 | val_loss: 0.0312037 | Time: 1493.34 ms [2022-01-24 19:38:11 main:574] : INFO : Epoch 1983 | loss: 0.0311976 | val_loss: 0.0312012 | Time: 1490.78 ms [2022-01-24 19:38:12 main:574] : INFO : Epoch 1984 | loss: 0.0311987 | val_loss: 0.0312021 | Time: 1493.82 ms [2022-01-24 19:38:14 main:574] : INFO : Epoch 1985 | loss: 0.031198 | val_loss: 0.0312011 | Time: 1493.9 ms [2022-01-24 19:38:15 main:574] : INFO : Epoch 1986 | loss: 0.0311978 | val_loss: 0.0312018 | Time: 1495.07 ms [2022-01-24 19:38:17 main:574] : INFO : Epoch 1987 | loss: 0.0311977 | val_loss: 0.0312026 | Time: 1493.86 ms [2022-01-24 19:38:18 main:574] : INFO : Epoch 1988 | loss: 0.0311984 | val_loss: 0.0312021 | Time: 1488.86 ms [2022-01-24 19:38:20 main:574] : INFO : Epoch 1989 | loss: 0.0311975 | val_loss: 0.0312053 | Time: 1488.82 ms [2022-01-24 19:38:21 main:574] : INFO : Epoch 1990 | loss: 0.0311996 | val_loss: 0.0312036 | Time: 1492.29 ms [2022-01-24 19:38:23 main:574] : INFO : Epoch 1991 | loss: 0.0311998 | val_loss: 0.0312089 | Time: 1488.27 ms [2022-01-24 19:38:24 main:574] : INFO : Epoch 1992 | loss: 0.0311999 | val_loss: 0.0312024 | Time: 1491.35 ms [2022-01-24 19:38:26 main:574] : INFO : Epoch 1993 | loss: 0.0311978 | val_loss: 0.0312013 | Time: 1491.12 ms [2022-01-24 19:38:27 main:574] : INFO : Epoch 1994 | loss: 0.0311974 | val_loss: 0.0312052 | Time: 1492.52 ms [2022-01-24 19:38:29 main:574] : INFO : Epoch 1995 | loss: 0.0311983 | val_loss: 0.0312095 | Time: 1496.25 ms [2022-01-24 19:38:30 main:574] : INFO : Epoch 1996 | loss: 0.0312042 | val_loss: 0.0312031 | Time: 1490.79 ms [2022-01-24 19:38:32 main:574] : INFO : Epoch 1997 | loss: 0.0312015 | val_loss: 0.0312076 | Time: 1493.44 ms [2022-01-24 19:38:33 main:574] : INFO : Epoch 1998 | loss: 0.0311993 | val_loss: 0.0312065 | Time: 1493.03 ms [2022-01-24 19:38:35 main:574] : INFO : Epoch 1999 | loss: 0.0312011 | val_loss: 0.0312034 | Time: 1499.88 ms [2022-01-24 19:38:36 main:574] : INFO : Epoch 2000 | loss: 0.0311992 | val_loss: 0.031202 | Time: 1491.98 ms [2022-01-24 19:38:38 main:574] : INFO : Epoch 2001 | loss: 0.0311967 | val_loss: 0.031202 | Time: 1488.78 ms [2022-01-24 19:38:39 main:574] : INFO : Epoch 2002 | loss: 0.0311987 | val_loss: 0.0312067 | Time: 1498.99 ms [2022-01-24 19:38:41 main:574] : INFO : Epoch 2003 | loss: 0.0311991 | val_loss: 0.031203 | Time: 1500.16 ms [2022-01-24 19:38:42 main:574] : INFO : Epoch 2004 | loss: 0.031197 | val_loss: 0.0312019 | Time: 1491.13 ms [2022-01-24 19:38:44 main:574] : INFO : Epoch 2005 | loss: 0.0311969 | val_loss: 0.0312017 | Time: 1493.62 ms [2022-01-24 19:38:45 main:574] : INFO : Epoch 2006 | loss: 0.0311979 | val_loss: 0.0312035 | Time: 1490.27 ms [2022-01-24 19:38:47 main:574] : INFO : Epoch 2007 | loss: 0.0311989 | val_loss: 0.0312015 | Time: 1495.72 ms [2022-01-24 19:38:48 main:574] : INFO : Epoch 2008 | loss: 0.0312005 | val_loss: 0.0312061 | Time: 1488.2 ms [2022-01-24 19:38:50 main:574] : INFO : Epoch 2009 | loss: 0.0312003 | val_loss: 0.0312142 | Time: 1493.11 ms [2022-01-24 19:38:51 main:574] : INFO : Epoch 2010 | loss: 0.0311986 | val_loss: 0.0312019 | Time: 1494.09 ms [2022-01-24 19:38:53 main:574] : INFO : Epoch 2011 | loss: 0.0311971 | val_loss: 0.031202 | Time: 1491.93 ms [2022-01-24 19:38:54 main:574] : INFO : Epoch 2012 | loss: 0.0311985 | val_loss: 0.0312034 | Time: 1492.89 ms [2022-01-24 19:38:56 main:574] : INFO : Epoch 2013 | loss: 0.0311971 | val_loss: 0.0312074 | Time: 1494.08 ms [2022-01-24 19:38:57 main:574] : INFO : Epoch 2014 | loss: 0.0311977 | val_loss: 0.0312022 | Time: 1491.67 ms [2022-01-24 19:38:59 main:574] : INFO : Epoch 2015 | loss: 0.0311961 | val_loss: 0.031205 | Time: 1488.34 ms [2022-01-24 19:39:00 main:574] : INFO : Epoch 2016 | loss: 0.0311974 | val_loss: 0.0312016 | Time: 1491.62 ms [2022-01-24 19:39:02 main:574] : INFO : Epoch 2017 | loss: 0.0311967 | val_loss: 0.031203 | Time: 1489.86 ms [2022-01-24 19:39:03 main:574] : INFO : Epoch 2018 | loss: 0.0311963 | val_loss: 0.0312058 | Time: 1494.66 ms [2022-01-24 19:39:05 main:574] : INFO : Epoch 2019 | loss: 0.0311969 | val_loss: 0.0312068 | Time: 1485.97 ms [2022-01-24 19:39:06 main:574] : INFO : Epoch 2020 | loss: 0.0311962 | val_loss: 0.0312015 | Time: 1489.21 ms [2022-01-24 19:39:08 main:574] : INFO : Epoch 2021 | loss: 0.0311971 | val_loss: 0.0312027 | Time: 1489.65 ms [2022-01-24 19:39:09 main:574] : INFO : Epoch 2022 | loss: 0.0311967 | val_loss: 0.0312045 | Time: 1494.62 ms [2022-01-24 19:39:11 main:574] : INFO : Epoch 2023 | loss: 0.0311962 | val_loss: 0.0312093 | Time: 1492.32 ms [2022-01-24 19:39:12 main:574] : INFO : Epoch 2024 | loss: 0.0312007 | val_loss: 0.0312056 | Time: 1492.1 ms [2022-01-24 19:39:14 main:574] : INFO : Epoch 2025 | loss: 0.0311998 | val_loss: 0.0312079 | Time: 1490.68 ms [2022-01-24 19:39:15 main:574] : INFO : Epoch 2026 | loss: 0.0311986 | val_loss: 0.0312045 | Time: 1492.22 ms [2022-01-24 19:39:17 main:574] : INFO : Epoch 2027 | loss: 0.0311972 | val_loss: 0.0312061 | Time: 1496.82 ms [2022-01-24 19:39:18 main:574] : INFO : Epoch 2028 | loss: 0.0311968 | val_loss: 0.0312032 | Time: 1500.98 ms [2022-01-24 19:39:20 main:574] : INFO : Epoch 2029 | loss: 0.0311974 | val_loss: 0.0312039 | Time: 1492.82 ms [2022-01-24 19:39:21 main:574] : INFO : Epoch 2030 | loss: 0.0311969 | val_loss: 0.0312054 | Time: 1492.7 ms [2022-01-24 19:39:23 main:574] : INFO : Epoch 2031 | loss: 0.0311957 | val_loss: 0.0312025 | Time: 1495.69 ms [2022-01-24 19:39:24 main:574] : INFO : Epoch 2032 | loss: 0.0311955 | val_loss: 0.0312025 | Time: 1495.13 ms [2022-01-24 19:39:26 main:574] : INFO : Epoch 2033 | loss: 0.0311964 | val_loss: 0.0312038 | Time: 1492.4 ms [2022-01-24 19:39:27 main:574] : INFO : Epoch 2034 | loss: 0.0311968 | val_loss: 0.0312061 | Time: 1501.03 ms [2022-01-24 19:39:29 main:574] : INFO : Epoch 2035 | loss: 0.0311958 | val_loss: 0.0312032 | Time: 1489.16 ms [2022-01-24 19:39:30 main:574] : INFO : Epoch 2036 | loss: 0.0311958 | val_loss: 0.0312067 | Time: 1491.77 ms [2022-01-24 19:39:32 main:574] : INFO : Epoch 2037 | loss: 0.0311956 | val_loss: 0.0312011 | Time: 1489.15 ms [2022-01-24 19:39:33 main:574] : INFO : Epoch 2038 | loss: 0.0311951 | val_loss: 0.0312038 | Time: 1490.43 ms [2022-01-24 19:39:35 main:574] : INFO : Epoch 2039 | loss: 0.0311962 | val_loss: 0.0312078 | Time: 1489.69 ms [2022-01-24 19:39:36 main:574] : INFO : Epoch 2040 | loss: 0.031195 | val_loss: 0.0312021 | Time: 1491.9 ms [2022-01-24 19:39:38 main:574] : INFO : Epoch 2041 | loss: 0.0311966 | val_loss: 0.0312106 | Time: 1496.78 ms [2022-01-24 19:39:39 main:574] : INFO : Epoch 2042 | loss: 0.0311959 | val_loss: 0.0312038 | Time: 1494.52 ms [2022-01-24 19:39:41 main:574] : INFO : Epoch 2043 | loss: 0.0311958 | val_loss: 0.0312027 | Time: 1492.82 ms [2022-01-24 19:39:42 main:574] : INFO : Epoch 2044 | loss: 0.0311959 | val_loss: 0.0312037 | Time: 1495.26 ms [2022-01-24 19:39:44 main:574] : INFO : Epoch 2045 | loss: 0.0311955 | val_loss: 0.0312024 | Time: 1503.79 ms [2022-01-24 19:39:45 main:574] : INFO : Epoch 2046 | loss: 0.0311956 | val_loss: 0.031203 | Time: 1494.29 ms [2022-01-24 19:39:47 main:574] : INFO : Epoch 2047 | loss: 0.0311962 | val_loss: 0.0312045 | Time: 1491.95 ms [2022-01-24 19:39:48 main:574] : INFO : Epoch 2048 | loss: 0.0311987 | val_loss: 0.0312087 | Time: 1500.73 ms [2022-01-24 19:39:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312087 [2022-01-24 19:39:48 main:603] : INFO : Saving end state to config to file [2022-01-24 19:39:48 main:608] : INFO : Success, exiting.. 19:39:48 (7628): 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)