Task 12571576
| Name | ParityModified-1645998426-7590-1-0_0 |
| Workunit | 9732179 |
| Created | 5 Mar 2022, 13:26:52 UTC |
| Sent | 7 Mar 2022, 11:33:02 UTC |
| Report deadline | 15 Mar 2022, 11:33:02 UTC |
| Received | 7 Mar 2022, 13:28:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 15 sec |
| CPU time | 40 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311325 | val_loss: 0.0311518 | Time: 1189.36 ms [2022-03-07 06:18:16 main:574] : INFO : Epoch 1543 | loss: 0.0311308 | val_loss: 0.0311491 | Time: 1191.19 ms [2022-03-07 06:18:17 main:574] : INFO : Epoch 1544 | loss: 0.0311309 | val_loss: 0.0311468 | Time: 1198.29 ms [2022-03-07 06:18:18 main:574] : INFO : Epoch 1545 | loss: 0.0311332 | val_loss: 0.0311506 | Time: 1192.49 ms [2022-03-07 06:18:20 main:574] : INFO : Epoch 1546 | loss: 0.0311306 | val_loss: 0.0311532 | Time: 1195.08 ms [2022-03-07 06:18:21 main:574] : INFO : Epoch 1547 | loss: 0.0311281 | val_loss: 0.0311519 | Time: 1182.76 ms [2022-03-07 06:18:22 main:574] : INFO : Epoch 1548 | loss: 0.0311278 | val_loss: 0.0311565 | Time: 1199.6 ms [2022-03-07 06:18:23 main:574] : INFO : Epoch 1549 | loss: 0.0311317 | val_loss: 0.0311586 | Time: 1217.85 ms [2022-03-07 06:18:24 main:574] : INFO : Epoch 1550 | loss: 0.0311307 | val_loss: 0.0311671 | Time: 1202.19 ms [2022-03-07 06:18:26 main:574] : INFO : Epoch 1551 | loss: 0.0311315 | val_loss: 0.0311506 | Time: 1188.54 ms [2022-03-07 06:18:27 main:574] : INFO : Epoch 1552 | loss: 0.0311308 | val_loss: 0.031158 | Time: 1168.54 ms [2022-03-07 06:18:28 main:574] : INFO : Epoch 1553 | loss: 0.0311327 | val_loss: 0.0311472 | Time: 1197.92 ms [2022-03-07 06:18:29 main:574] : INFO : Epoch 1554 | loss: 0.0311302 | val_loss: 0.0311485 | Time: 1212.07 ms [2022-03-07 06:18:30 main:574] : INFO : Epoch 1555 | loss: 0.031127 | val_loss: 0.0311527 | Time: 1205.34 ms [2022-03-07 06:18:31 main:574] : INFO : Epoch 1556 | loss: 0.0311279 | val_loss: 0.0311514 | Time: 1177.93 ms [2022-03-07 06:18:33 main:574] : INFO : Epoch 1557 | loss: 0.031128 | val_loss: 0.0311512 | Time: 1203.52 ms [2022-03-07 06:18:34 main:574] : INFO : Epoch 1558 | loss: 0.0311262 | val_loss: 0.0311525 | Time: 1185.61 ms [2022-03-07 06:18:35 main:574] : INFO : Epoch 1559 | loss: 0.0311272 | val_loss: 0.031151 | Time: 1180.23 ms [2022-03-07 06:18:36 main:574] : INFO : Epoch 1560 | loss: 0.0311331 | val_loss: 0.0311526 | Time: 1199.72 ms [2022-03-07 06:18:37 main:574] : INFO : Epoch 1561 | loss: 0.0311334 | val_loss: 0.0311532 | Time: 1191.09 ms [2022-03-07 06:18:39 main:574] : INFO : Epoch 1562 | loss: 0.0311265 | val_loss: 0.0311533 | Time: 1193.78 ms [2022-03-07 06:18:40 main:574] : INFO : Epoch 1563 | loss: 0.0311267 | val_loss: 0.031156 | Time: 1198.3 ms [2022-03-07 06:18:41 main:574] : INFO : Epoch 1564 | loss: 0.031125 | val_loss: 0.0311509 | Time: 1183.61 ms [2022-03-07 06:18:42 main:574] : INFO : Epoch 1565 | loss: 0.0311271 | val_loss: 0.0311514 | Time: 1219.8 ms [2022-03-07 06:18:43 main:574] : INFO : Epoch 1566 | loss: 0.031126 | val_loss: 0.0311531 | Time: 1188.49 ms [2022-03-07 06:18:45 main:574] : INFO : Epoch 1567 | loss: 0.0311279 | val_loss: 0.0311539 | Time: 1173.51 ms [2022-03-07 06:18:46 main:574] : INFO : Epoch 1568 | loss: 0.0311336 | val_loss: 0.0311498 | Time: 1196.58 ms [2022-03-07 06:18:47 main:574] : INFO : Epoch 1569 | loss: 0.0311326 | val_loss: 0.0311547 | Time: 1186.54 ms [2022-03-07 06:18:48 main:574] : INFO : Epoch 1570 | loss: 0.0311317 | val_loss: 0.0311519 | Time: 1200.44 ms [2022-03-07 06:18:49 main:574] : INFO : Epoch 1571 | loss: 0.0311289 | val_loss: 0.0311558 | Time: 1200.58 ms [2022-03-07 06:18:51 main:574] : INFO : Epoch 1572 | loss: 0.0311282 | val_loss: 0.0311503 | Time: 1204.86 ms [2022-03-07 06:18:52 main:574] : INFO : Epoch 1573 | loss: 0.0311304 | val_loss: 0.0311531 | Time: 1171.43 ms [2022-03-07 06:18:53 main:574] : INFO : Epoch 1574 | loss: 0.0311279 | val_loss: 0.0311529 | Time: 1190.67 ms [2022-03-07 06:18:54 main:574] : INFO : Epoch 1575 | loss: 0.0311246 | val_loss: 0.0311502 | Time: 1200.3 ms [2022-03-07 06:18:55 main:574] : INFO : Epoch 1576 | loss: 0.0311249 | val_loss: 0.0311538 | Time: 1187.78 ms [2022-03-07 06:18:57 main:574] : INFO : Epoch 1577 | loss: 0.031126 | val_loss: 0.0311537 | Time: 1195.84 ms [2022-03-07 06:18:58 main:574] : INFO : Epoch 1578 | loss: 0.0311256 | val_loss: 0.0311547 | Time: 1202.61 ms [2022-03-07 06:18:59 main:574] : INFO : Epoch 1579 | loss: 0.0311246 | val_loss: 0.0311594 | Time: 1195.16 ms [2022-03-07 06:19:00 main:574] : INFO : Epoch 1580 | loss: 0.031124 | val_loss: 0.0311532 | Time: 1199.04 ms [2022-03-07 06:19:01 main:574] : INFO : Epoch 1581 | loss: 0.0311216 | val_loss: 0.0311534 | Time: 1195.62 ms [2022-03-07 06:19:03 main:574] : INFO : Epoch 1582 | loss: 0.0311216 | val_loss: 0.0311544 | Time: 1207.56 ms [2022-03-07 06:19:04 main:574] : INFO : Epoch 1583 | loss: 0.0311222 | val_loss: 0.0311541 | Time: 1200.91 ms [2022-03-07 06:19:05 main:574] : INFO : Epoch 1584 | loss: 0.031123 | val_loss: 0.0311518 | Time: 1219.41 ms [2022-03-07 06:19:06 main:574] : INFO : Epoch 1585 | loss: 0.0311227 | val_loss: 0.0311552 | Time: 1213.07 ms [2022-03-07 06:19:07 main:574] : INFO : Epoch 1586 | loss: 0.0311269 | val_loss: 0.0311549 | Time: 1186.39 ms [2022-03-07 06:19:09 main:574] : INFO : Epoch 1587 | loss: 0.0311249 | val_loss: 0.0311664 | Time: 1196.7 ms [2022-03-07 06:19:10 main:574] : INFO : Epoch 1588 | loss: 0.0311264 | val_loss: 0.0311568 | Time: 1214.65 ms [2022-03-07 06:19:11 main:574] : INFO : Epoch 1589 | loss: 0.0311237 | val_loss: 0.0311512 | Time: 1200.24 ms [2022-03-07 06:19:12 main:574] : INFO : Epoch 1590 | loss: 0.0311233 | val_loss: 0.0311503 | Time: 1182.52 ms [2022-03-07 06:19:13 main:574] : INFO : Epoch 1591 | loss: 0.0311256 | val_loss: 0.0311494 | Time: 1195.82 ms [2022-03-07 06:19:15 main:574] : INFO : Epoch 1592 | loss: 0.0311251 | val_loss: 0.031154 | Time: 1180.13 ms [2022-03-07 06:19:16 main:574] : INFO : Epoch 1593 | loss: 0.0311238 | val_loss: 0.031152 | Time: 1199.32 ms [2022-03-07 06:19:17 main:574] : INFO : Epoch 1594 | loss: 0.0311225 | val_loss: 0.0311534 | Time: 1218.03 ms [2022-03-07 06:19:18 main:574] : INFO : Epoch 1595 | loss: 0.0311226 | val_loss: 0.0311567 | Time: 1219.09 ms [2022-03-07 06:19:19 main:574] : INFO : Epoch 1596 | loss: 0.0311261 | val_loss: 0.0311535 | Time: 1210.69 ms [2022-03-07 06:19:21 main:574] : INFO : Epoch 1597 | loss: 0.0311213 | val_loss: 0.0311514 | Time: 1197.31 ms [2022-03-07 06:19:22 main:574] : INFO : Epoch 1598 | loss: 0.0311219 | val_loss: 0.0311538 | Time: 1185.45 ms [2022-03-07 06:19:23 main:574] : INFO : Epoch 1599 | loss: 0.0311216 | val_loss: 0.0311565 | Time: 1192.46 ms [2022-03-07 06:19:24 main:574] : INFO : Epoch 1600 | loss: 0.0311216 | val_loss: 0.0311536 | Time: 1192.08 ms [2022-03-07 06:19:25 main:574] : INFO : Epoch 1601 | loss: 0.0311213 | val_loss: 0.0311538 | Time: 1198.94 ms [2022-03-07 06:19:27 main:574] : INFO : Epoch 1602 | loss: 0.0311267 | val_loss: 0.0311593 | Time: 1185.33 ms [2022-03-07 06:19:28 main:574] : INFO : Epoch 1603 | loss: 0.0311266 | val_loss: 0.0311545 | Time: 1206.16 ms [2022-03-07 06:19:29 main:574] : INFO : Epoch 1604 | loss: 0.0311222 | val_loss: 0.031156 | Time: 1201.83 ms [2022-03-07 06:19:30 main:574] : INFO : Epoch 1605 | loss: 0.0311223 | val_loss: 0.031162 | Time: 1213.04 ms [2022-03-07 06:19:31 main:574] : INFO : Epoch 1606 | loss: 0.0311225 | val_loss: 0.031158 | Time: 1191.04 ms [2022-03-07 06:19:33 main:574] : INFO : Epoch 1607 | loss: 0.0311227 | val_loss: 0.0311523 | Time: 1182.47 ms [2022-03-07 06:19:34 main:574] : INFO : Epoch 1608 | loss: 0.0311218 | val_loss: 0.0311563 | Time: 1206.2 ms [2022-03-07 06:19:35 main:574] : INFO : Epoch 1609 | loss: 0.0311273 | val_loss: 0.0311516 | Time: 1193.46 ms [2022-03-07 06:19:36 main:574] : INFO : Epoch 1610 | loss: 0.0311258 | val_loss: 0.0311537 | Time: 1183.22 ms [2022-03-07 06:19:37 main:574] : INFO : Epoch 1611 | loss: 0.0311253 | val_loss: 0.0311528 | Time: 1189.8 ms [2022-03-07 06:19:39 main:574] : INFO : Epoch 1612 | loss: 0.0311252 | val_loss: 0.0311562 | Time: 1204.29 ms [2022-03-07 06:19:40 main:574] : INFO : Epoch 1613 | loss: 0.0311264 | val_loss: 0.0311529 | Time: 1197.42 ms [2022-03-07 06:19:41 main:574] : INFO : Epoch 1614 | loss: 0.0311235 | val_loss: 0.0311537 | Time: 1192.49 ms [2022-03-07 06:19:42 main:574] : INFO : Epoch 1615 | loss: 0.0311229 | val_loss: 0.0311517 | Time: 1188.44 ms [2022-03-07 06:19:43 main:574] : INFO : Epoch 1616 | loss: 0.0311226 | val_loss: 0.0311542 | Time: 1186.82 ms [2022-03-07 06:19:45 main:574] : INFO : Epoch 1617 | loss: 0.0311274 | val_loss: 0.031152 | Time: 1184.3 ms [2022-03-07 06:19:46 main:574] : INFO : Epoch 1618 | loss: 0.0311353 | val_loss: 0.0311588 | Time: 1211.43 ms [2022-03-07 06:19:47 main:574] : INFO : Epoch 1619 | loss: 0.0311332 | val_loss: 0.0311536 | Time: 1199.47 ms [2022-03-07 06:19:48 main:574] : INFO : Epoch 1620 | loss: 0.0311285 | val_loss: 0.0311575 | Time: 1181.63 ms [2022-03-07 06:19:49 main:574] : INFO : Epoch 1621 | loss: 0.0311302 | val_loss: 0.0311526 | Time: 1210.23 ms [2022-03-07 06:19:51 main:574] : INFO : Epoch 1622 | loss: 0.0311272 | val_loss: 0.0311523 | Time: 1195.24 ms [2022-03-07 06:19:52 main:574] : INFO : Epoch 1623 | loss: 0.0311246 | val_loss: 0.0311514 | Time: 1183.44 ms [2022-03-07 06:19:53 main:574] : INFO : Epoch 1624 | loss: 0.0311238 | val_loss: 0.0311511 | Time: 1198.6 ms [2022-03-07 06:19:54 main:574] : INFO : Epoch 1625 | loss: 0.0311217 | val_loss: 0.0311582 | Time: 1219.93 ms [2022-03-07 06:19:55 main:574] : INFO : Epoch 1626 | loss: 0.0311231 | val_loss: 0.0311477 | Time: 1178.25 ms [2022-03-07 06:19:57 main:574] : INFO : Epoch 1627 | loss: 0.0311216 | val_loss: 0.0311525 | Time: 1211.8 ms [2022-03-07 06:19:58 main:574] : INFO : Epoch 1628 | loss: 0.0311216 | val_loss: 0.0311568 | Time: 1176.51 ms [2022-03-07 06:19:59 main:574] : INFO : Epoch 1629 | loss: 0.0311244 | val_loss: 0.031152 | Time: 1201.78 ms [2022-03-07 06:20:00 main:574] : INFO : Epoch 1630 | loss: 0.0311283 | val_loss: 0.0311531 | Time: 1185.32 ms [2022-03-07 06:20:01 main:574] : INFO : Epoch 1631 | loss: 0.031127 | val_loss: 0.0311568 | Time: 1213.97 ms [2022-03-07 06:20:02 main:574] : INFO : Epoch 1632 | loss: 0.0311254 | val_loss: 0.0311521 | Time: 1196.91 ms [2022-03-07 06:20:04 main:574] : INFO : Epoch 1633 | loss: 0.0311235 | val_loss: 0.0311497 | Time: 1191.25 ms [2022-03-07 06:20:05 main:574] : INFO : Epoch 1634 | loss: 0.0311248 | val_loss: 0.0311544 | Time: 1195.23 ms [2022-03-07 06:20:06 main:574] : INFO : Epoch 1635 | loss: 0.031139 | val_loss: 0.0311502 | Time: 1198.38 ms [2022-03-07 06:20:07 main:574] : INFO : Epoch 1636 | loss: 0.031151 | val_loss: 0.0311532 | Time: 1189.42 ms [2022-03-07 06:20:08 main:574] : INFO : Epoch 1637 | loss: 0.0311448 | val_loss: 0.0311548 | Time: 1176.04 ms [2022-03-07 06:20:10 main:574] : INFO : Epoch 1638 | loss: 0.0311421 | val_loss: 0.0311504 | Time: 1186.2 ms [2022-03-07 06:20:11 main:574] : INFO : Epoch 1639 | loss: 0.0311437 | val_loss: 0.0311479 | Time: 1219.59 ms [2022-03-07 06:20:12 main:574] : INFO : Epoch 1640 | loss: 0.0311393 | val_loss: 0.0311504 | Time: 1199.78 ms [2022-03-07 06:20:13 main:574] : INFO : Epoch 1641 | loss: 0.0311389 | val_loss: 0.0311489 | Time: 1214.8 ms [2022-03-07 06:20:14 main:574] : INFO : Epoch 1642 | loss: 0.0311394 | val_loss: 0.0311564 | Time: 1207.06 ms [2022-03-07 06:20:16 main:574] : INFO : Epoch 1643 | loss: 0.0311341 | val_loss: 0.0311517 | Time: 1192.78 ms [2022-03-07 06:20:17 main:574] : INFO : Epoch 1644 | loss: 0.0311366 | val_loss: 0.0311491 | Time: 1194.3 ms [2022-03-07 06:20:18 main:574] : INFO : Epoch 1645 | loss: 0.0311331 | val_loss: 0.0311498 | Time: 1195.67 ms [2022-03-07 06:20:19 main:574] : INFO : Epoch 1646 | loss: 0.0311315 | val_loss: 0.0311493 | Time: 1198.65 ms [2022-03-07 06:20:20 main:574] : INFO : Epoch 1647 | loss: 0.0311287 | val_loss: 0.0311509 | Time: 1180.77 ms [2022-03-07 06:20:22 main:574] : INFO : Epoch 1648 | loss: 0.0311284 | val_loss: 0.0311499 | Time: 1193.61 ms [2022-03-07 06:20:23 main:574] : INFO : Epoch 1649 | loss: 0.031127 | val_loss: 0.0311527 | Time: 1178.76 ms [2022-03-07 06:20:24 main:574] : INFO : Epoch 1650 | loss: 0.0311285 | val_loss: 0.0311517 | Time: 1214.9 ms [2022-03-07 06:20:25 main:574] : INFO : Epoch 1651 | loss: 0.0311296 | val_loss: 0.0311481 | Time: 1217.27 ms [2022-03-07 06:20:26 main:574] : INFO : Epoch 1652 | loss: 0.0311374 | val_loss: 0.0311554 | Time: 1179.43 ms [2022-03-07 06:20:28 main:574] : INFO : Epoch 1653 | loss: 0.031139 | val_loss: 0.0311532 | Time: 1199.73 ms [2022-03-07 06:20:29 main:574] : INFO : Epoch 1654 | loss: 0.0311345 | val_loss: 0.0311544 | Time: 1185.27 ms [2022-03-07 06:20:30 main:574] : INFO : Epoch 1655 | loss: 0.0311325 | val_loss: 0.0311513 | Time: 1213.02 ms [2022-03-07 06:20:31 main:574] : INFO : Epoch 1656 | loss: 0.031129 | val_loss: 0.0311502 | Time: 1221.35 ms [2022-03-07 06:20:32 main:574] : INFO : Epoch 1657 | loss: 0.031128 | val_loss: 0.0311498 | Time: 1204.85 ms [2022-03-07 06:20:34 main:574] : INFO : Epoch 1658 | loss: 0.0311263 | val_loss: 0.0311482 | Time: 1184.66 ms [2022-03-07 06:20:35 main:574] : INFO : Epoch 1659 | loss: 0.0311265 | val_loss: 0.0311507 | Time: 1198.93 ms [2022-03-07 06:20:36 main:574] : INFO : Epoch 1660 | loss: 0.031127 | val_loss: 0.0311533 | Time: 1186.94 ms [2022-03-07 06:20:37 main:574] : INFO : Epoch 1661 | loss: 0.0311261 | val_loss: 0.0311464 | Time: 1192.88 ms [2022-03-07 06:20:38 main:574] : INFO : Epoch 1662 | loss: 0.031126 | val_loss: 0.0311518 | Time: 1201.36 ms [2022-03-07 06:20:40 main:574] : INFO : Epoch 1663 | loss: 0.0311265 | val_loss: 0.0311509 | Time: 1168.85 ms [2022-03-07 06:20:41 main:574] : INFO : Epoch 1664 | loss: 0.0311267 | val_loss: 0.0311491 | Time: 1185.26 ms [2022-03-07 06:20:42 main:574] : INFO : Epoch 1665 | loss: 0.0311267 | val_loss: 0.0311484 | Time: 1198.69 ms [2022-03-07 06:20:43 main:574] : INFO : Epoch 1666 | loss: 0.0311321 | val_loss: 0.0311465 | Time: 1191.91 ms [2022-03-07 06:20:44 main:574] : INFO : Epoch 1667 | loss: 0.0311308 | val_loss: 0.0311493 | Time: 1187.25 ms [2022-03-07 06:20:46 main:574] : INFO : Epoch 1668 | loss: 0.0311335 | val_loss: 0.0311555 | Time: 1203.9 ms [2022-03-07 06:20:47 main:574] : INFO : Epoch 1669 | loss: 0.031134 | val_loss: 0.0311499 | Time: 1194.29 ms [2022-03-07 06:20:48 main:574] : INFO : Epoch 1670 | loss: 0.0311321 | val_loss: 0.0311521 | Time: 1219.14 ms [2022-03-07 06:20:49 main:574] : INFO : Epoch 1671 | loss: 0.031132 | val_loss: 0.0311541 | Time: 1180.46 ms [2022-03-07 06:20:50 main:574] : INFO : Epoch 1672 | loss: 0.0311375 | val_loss: 0.0311543 | Time: 1184.8 ms [2022-03-07 06:20:52 main:574] : INFO : Epoch 1673 | loss: 0.0311404 | val_loss: 0.0311548 | Time: 1205.31 ms [2022-03-07 06:20:53 main:574] : INFO : Epoch 1674 | loss: 0.0311385 | val_loss: 0.0311525 | Time: 1215.04 ms [2022-03-07 06:20:54 main:574] : INFO : Epoch 1675 | loss: 0.0311357 | val_loss: 0.0311496 | Time: 1192.86 ms [2022-03-07 06:20:55 main:574] : INFO : Epoch 1676 | loss: 0.0311322 | val_loss: 0.0311509 | Time: 1178.32 ms [2022-03-07 06:20:56 main:574] : INFO : Epoch 1677 | loss: 0.03113 | val_loss: 0.0311507 | Time: 1205.97 ms [2022-03-07 06:20:58 main:574] : INFO : Epoch 1678 | loss: 0.0311297 | val_loss: 0.0311581 | Time: 1203.2 ms [2022-03-07 06:20:59 main:574] : INFO : Epoch 1679 | loss: 0.0311299 | val_loss: 0.0311534 | Time: 1205.8 ms [2022-03-07 06:21:00 main:574] : INFO : Epoch 1680 | loss: 0.0311292 | val_loss: 0.031152 | Time: 1197.76 ms [2022-03-07 06:21:01 main:574] : INFO : Epoch 1681 | loss: 0.031128 | val_loss: 0.0311497 | Time: 1205.43 ms [2022-03-07 06:21:02 main:574] : INFO : Epoch 1682 | loss: 0.0311283 | val_loss: 0.0311519 | Time: 1227.62 ms [2022-03-07 06:21:04 main:574] : INFO : Epoch 1683 | loss: 0.0311283 | val_loss: 0.0311528 | Time: 1198.78 ms [2022-03-07 06:21:05 main:574] : INFO : Epoch 1684 | loss: 0.0311281 | val_loss: 0.0311541 | Time: 1192.51 ms [2022-03-07 06:21:06 main:574] : INFO : Epoch 1685 | loss: 0.0311315 | val_loss: 0.0311551 | Time: 1195.37 ms [2022-03-07 06:21:07 main:574] : INFO : Epoch 1686 | loss: 0.0311317 | val_loss: 0.0311482 | Time: 1201.47 ms [2022-03-07 06:21:08 main:574] : INFO : Epoch 1687 | loss: 0.0311269 | val_loss: 0.0311561 | Time: 1201.54 ms [2022-03-07 06:21:10 main:574] : INFO : Epoch 1688 | loss: 0.031126 | val_loss: 0.0311547 | Time: 1208.97 ms [2022-03-07 06:21:11 main:574] : INFO : Epoch 1689 | loss: 0.0311268 | val_loss: 0.0311545 | Time: 1195.5 ms [2022-03-07 06:21:12 main:574] : INFO : Epoch 1690 | loss: 0.0311354 | val_loss: 0.031156 | Time: 1202.64 ms [2022-03-07 06:21:13 main:574] : INFO : Epoch 1691 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 1197.18 ms [2022-03-07 06:21:14 main:574] : INFO : Epoch 1692 | loss: 0.0311426 | val_loss: 0.0311558 | Time: 1197.17 ms [2022-03-07 06:21:16 main:574] : INFO : Epoch 1693 | loss: 0.031138 | val_loss: 0.0311524 | Time: 1187.56 ms [2022-03-07 06:21:17 main:574] : INFO : Epoch 1694 | loss: 0.031133 | val_loss: 0.0311492 | Time: 1204.97 ms [2022-03-07 06:21:18 main:574] : INFO : Epoch 1695 | loss: 0.0311319 | val_loss: 0.0311515 | Time: 1210.03 ms [2022-03-07 06:21:19 main:574] : INFO : Epoch 1696 | loss: 0.0311333 | val_loss: 0.0311513 | Time: 1188.85 ms [2022-03-07 06:21:20 main:574] : INFO : Epoch 1697 | loss: 0.0311305 | val_loss: 0.0311475 | Time: 1213.87 ms [2022-03-07 06:21:22 main:574] : INFO : Epoch 1698 | loss: 0.0311322 | val_loss: 0.0311504 | Time: 1211.84 ms [2022-03-07 06:21:23 main:574] : INFO : Epoch 1699 | loss: 0.0311281 | val_loss: 0.0311515 | Time: 1193.93 ms [2022-03-07 06:21:24 main:574] : INFO : Epoch 1700 | loss: 0.0311306 | val_loss: 0.0311453 | Time: 1188.76 ms [2022-03-07 06:21:25 main:574] : INFO : Epoch 1701 | loss: 0.0311407 | val_loss: 0.0311568 | Time: 1204.48 ms [2022-03-07 06:21:26 main:574] : INFO : Epoch 1702 | loss: 0.0311466 | val_loss: 0.0311509 | Time: 1212.85 ms [2022-03-07 06:21:28 main:574] : INFO : Epoch 1703 | loss: 0.0311407 | val_loss: 0.0311524 | Time: 1205.97 ms [2022-03-07 06:21:29 main:574] : INFO : Epoch 1704 | loss: 0.031133 | val_loss: 0.0311468 | Time: 1204.08 ms [2022-03-07 06:21:30 main:574] : INFO : Epoch 1705 | loss: 0.0311308 | val_loss: 0.0311494 | Time: 1206.42 ms [2022-03-07 06:21:31 main:574] : INFO : Epoch 1706 | loss: 0.0311346 | val_loss: 0.0311495 | Time: 1182.4 ms [2022-03-07 06:21:32 main:574] : INFO : Epoch 1707 | loss: 0.0311342 | val_loss: 0.0311578 | Time: 1181.72 ms [2022-03-07 06:21:34 main:574] : INFO : Epoch 1708 | loss: 0.0311344 | val_loss: 0.0311478 | Time: 1201.09 ms [2022-03-07 06:21:35 main:574] : INFO : Epoch 1709 | loss: 0.0311376 | val_loss: 0.0311562 | Time: 1201.25 ms [2022-03-07 06:21:36 main:574] : INFO : Epoch 1710 | loss: 0.0311474 | val_loss: 0.0311654 | Time: 1192.21 ms [2022-03-07 06:21:37 main:574] : INFO : Epoch 1711 | loss: 0.0311412 | val_loss: 0.0311497 | Time: 1213.27 ms [2022-03-07 06:21:38 main:574] : INFO : Epoch 1712 | loss: 0.0311326 | val_loss: 0.031152 | Time: 1194.63 ms [2022-03-07 06:21:40 main:574] : INFO : Epoch 1713 | loss: 0.031133 | val_loss: 0.0311508 | Time: 1206.53 ms [2022-03-07 06:21:41 main:574] : INFO : Epoch 1714 | loss: 0.0311326 | val_loss: 0.0311496 | Time: 1183.7 ms [2022-03-07 06:21:42 main:574] : INFO : Epoch 1715 | loss: 0.0311293 | val_loss: 0.0311482 | Time: 1184.93 ms [2022-03-07 06:21:43 main:574] : INFO : Epoch 1716 | loss: 0.0311293 | val_loss: 0.031149 | Time: 1198.97 ms [2022-03-07 06:21:44 main:574] : INFO : Epoch 1717 | loss: 0.0311296 | val_loss: 0.0311481 | Time: 1202.98 ms [2022-03-07 06:21:46 main:574] : INFO : Epoch 1718 | loss: 0.0311276 | val_loss: 0.0311511 | Time: 1202.83 ms [2022-03-07 06:21:47 main:574] : INFO : Epoch 1719 | loss: 0.0311283 | val_loss: 0.0311541 | Time: 1190.99 ms [2022-03-07 06:21:48 main:574] : INFO : Epoch 1720 | loss: 0.0311409 | val_loss: 0.0311536 | Time: 1218.7 ms [2022-03-07 06:21:49 main:574] : INFO : Epoch 1721 | loss: 0.0311364 | val_loss: 0.0311465 | Time: 1212.13 ms [2022-03-07 06:21:50 main:574] : INFO : Epoch 1722 | loss: 0.0311344 | val_loss: 0.0311522 | Time: 1190.59 ms [2022-03-07 06:21:52 main:574] : INFO : Epoch 1723 | loss: 0.0311302 | val_loss: 0.0311474 | Time: 1218.24 ms [2022-03-07 06:21:53 main:574] : INFO : Epoch 1724 | loss: 0.0311293 | val_loss: 0.0311481 | Time: 1209.72 ms [2022-03-07 06:21:54 main:574] : INFO : Epoch 1725 | loss: 0.0311303 | val_loss: 0.0311472 | Time: 1196.08 ms [2022-03-07 06:21:55 main:574] : INFO : Epoch 1726 | loss: 0.0311293 | val_loss: 0.0311483 | Time: 1193.34 ms [2022-03-07 06:21:56 main:574] : INFO : Epoch 1727 | loss: 0.0311248 | val_loss: 0.0311477 | Time: 1197.01 ms [2022-03-07 06:21:58 main:574] : INFO : Epoch 1728 | loss: 0.0311254 | val_loss: 0.0311434 | Time: 1195.9 ms [2022-03-07 06:21:59 main:574] : INFO : Epoch 1729 | loss: 0.0311267 | val_loss: 0.031147 | Time: 1197.66 ms [2022-03-07 06:22:00 main:574] : INFO : Epoch 1730 | loss: 0.0311259 | val_loss: 0.0311466 | Time: 1204.02 ms [2022-03-07 06:22:01 main:574] : INFO : Epoch 1731 | loss: 0.0311265 | val_loss: 0.0311468 | Time: 1197.87 ms [2022-03-07 06:22:02 main:574] : INFO : Epoch 1732 | loss: 0.0311278 | val_loss: 0.0311456 | Time: 1202.56 ms [2022-03-07 06:22:04 main:574] : INFO : Epoch 1733 | loss: 0.0311284 | val_loss: 0.0311513 | Time: 1182.73 ms [2022-03-07 06:22:05 main:574] : INFO : Epoch 1734 | loss: 0.0311285 | val_loss: 0.0311458 | Time: 1202.85 ms [2022-03-07 06:22:06 main:574] : INFO : Epoch 1735 | loss: 0.031126 | val_loss: 0.0311503 | Time: 1199.18 ms [2022-03-07 06:22:07 main:574] : INFO : Epoch 1736 | loss: 0.031126 | val_loss: 0.0311484 | Time: 1200.27 ms [2022-03-07 06:22:08 main:574] : INFO : Epoch 1737 | loss: 0.0311258 | val_loss: 0.031144 | Time: 1205.03 ms [2022-03-07 06:22:10 main:574] : INFO : Epoch 1738 | loss: 0.0311255 | val_loss: 0.0311467 | Time: 1193.63 ms [2022-03-07 06:22:11 main:574] : INFO : Epoch 1739 | loss: 0.0311275 | val_loss: 0.0311441 | Time: 1201.95 ms [2022-03-07 06:22:12 main:574] : INFO : Epoch 1740 | loss: 0.0311246 | val_loss: 0.0311473 | Time: 1204.74 ms [2022-03-07 06:22:13 main:574] : INFO : Epoch 1741 | loss: 0.031125 | val_loss: 0.0311479 | Time: 1185.27 ms [2022-03-07 06:22:14 main:574] : INFO : Epoch 1742 | loss: 0.0311256 | val_loss: 0.0311458 | Time: 1195.72 ms [2022-03-07 06:22:16 main:574] : INFO : Epoch 1743 | loss: 0.0311233 | val_loss: 0.0311475 | Time: 1193.11 ms [2022-03-07 06:22:17 main:574] : INFO : Epoch 1744 | loss: 0.0311228 | val_loss: 0.0311482 | Time: 1181.88 ms [2022-03-07 06:22:18 main:574] : INFO : Epoch 1745 | loss: 0.0311242 | val_loss: 0.0311454 | Time: 1204.92 ms [2022-03-07 06:22:19 main:574] : INFO : Epoch 1746 | loss: 0.031123 | val_loss: 0.0311487 | Time: 1196.48 ms [2022-03-07 06:22:20 main:574] : INFO : Epoch 1747 | loss: 0.0311219 | val_loss: 0.0311492 | Time: 1198.03 ms [2022-03-07 06:22:22 main:574] : INFO : Epoch 1748 | loss: 0.0311226 | val_loss: 0.031148 | Time: 1213.87 ms [2022-03-07 06:22:23 main:574] : INFO : Epoch 1749 | loss: 0.0311238 | val_loss: 0.0311557 | Time: 1213.55 ms [2022-03-07 06:22:24 main:574] : INFO : Epoch 1750 | loss: 0.0311239 | val_loss: 0.0311489 | Time: 1191.84 ms [2022-03-07 06:22:25 main:574] : INFO : Epoch 1751 | loss: 0.0311217 | val_loss: 0.0311473 | Time: 1187.76 ms [2022-03-07 06:22:26 main:574] : INFO : Epoch 1752 | loss: 0.0311213 | val_loss: 0.0311492 | Time: 1183.89 ms [2022-03-07 06:22:28 main:574] : INFO : Epoch 1753 | loss: 0.0311255 | val_loss: 0.0311486 | Time: 1203.11 ms [2022-03-07 06:22:29 main:574] : INFO : Epoch 1754 | loss: 0.0311276 | val_loss: 0.0311492 | Time: 1182.17 ms [2022-03-07 06:22:30 main:574] : INFO : Epoch 1755 | loss: 0.0311241 | val_loss: 0.0311484 | Time: 1187.58 ms [2022-03-07 06:22:31 main:574] : INFO : Epoch 1756 | loss: 0.031127 | val_loss: 0.0311466 | Time: 1196.45 ms [2022-03-07 06:22:32 main:574] : INFO : Epoch 1757 | loss: 0.0311235 | val_loss: 0.0311508 | Time: 1199.02 ms [2022-03-07 06:22:34 main:574] : INFO : Epoch 1758 | loss: 0.0311253 | val_loss: 0.0311462 | Time: 1197 ms [2022-03-07 06:22:35 main:574] : INFO : Epoch 1759 | loss: 0.0311235 | val_loss: 0.031144 | Time: 1205.56 ms [2022-03-07 06:22:36 main:574] : INFO : Epoch 1760 | loss: 0.0311237 | val_loss: 0.0311461 | Time: 1206.45 ms [2022-03-07 06:22:37 main:574] : INFO : Epoch 1761 | loss: 0.0311217 | val_loss: 0.0311473 | Time: 1215.31 ms [2022-03-07 06:22:38 main:574] : INFO : Epoch 1762 | loss: 0.0311205 | val_loss: 0.0311544 | Time: 1205.65 ms [2022-03-07 06:22:40 main:574] : INFO : Epoch 1763 | loss: 0.0311213 | val_loss: 0.0311501 | Time: 1201.24 ms [2022-03-07 06:22:41 main:574] : INFO : Epoch 1764 | loss: 0.0311242 | val_loss: 0.0311554 | Time: 1212.67 ms [2022-03-07 06:22:42 main:574] : INFO : Epoch 1765 | loss: 0.0311238 | val_loss: 0.0311469 | Time: 1200.66 ms [2022-03-07 06:22:43 main:574] : INFO : Epoch 1766 | loss: 0.0311227 | val_loss: 0.0311496 | Time: 1206.58 ms [2022-03-07 06:22:44 main:574] : INFO : Epoch 1767 | loss: 0.0311218 | val_loss: 0.0311491 | Time: 1196.43 ms [2022-03-07 06:22:46 main:574] : INFO : Epoch 1768 | loss: 0.03112 | val_loss: 0.03115 | Time: 1215.35 ms [2022-03-07 06:22:47 main:574] : INFO : Epoch 1769 | loss: 0.0311191 | val_loss: 0.0311476 | Time: 1195.41 ms [2022-03-07 06:22:48 main:574] : INFO : Epoch 1770 | loss: 0.0311227 | val_loss: 0.0311486 | Time: 1195.88 ms [2022-03-07 06:22:49 main:574] : INFO : Epoch 1771 | loss: 0.0311204 | val_loss: 0.0311511 | Time: 1203.39 ms [2022-03-07 06:22:50 main:574] : INFO : Epoch 1772 | loss: 0.0311165 | val_loss: 0.0311525 | Time: 1195.71 ms [2022-03-07 06:22:52 main:574] : INFO : Epoch 1773 | loss: 0.0311172 | val_loss: 0.0311516 | Time: 1200.94 ms [2022-03-07 06:22:53 main:574] : INFO : Epoch 1774 | loss: 0.0311182 | val_loss: 0.0311541 | Time: 1200.45 ms [2022-03-07 06:22:54 main:574] : INFO : Epoch 1775 | loss: 0.0311199 | val_loss: 0.0311502 | Time: 1215.11 ms [2022-03-07 06:22:55 main:574] : INFO : Epoch 1776 | loss: 0.0311206 | val_loss: 0.03115 | Time: 1195.74 ms [2022-03-07 06:22:56 main:574] : INFO : Epoch 1777 | loss: 0.0311212 | val_loss: 0.0311495 | Time: 1185.09 ms [2022-03-07 06:22:58 main:574] : INFO : Epoch 1778 | loss: 0.0311186 | val_loss: 0.0311489 | Time: 1182.36 ms [2022-03-07 06:22:59 main:574] : INFO : Epoch 1779 | loss: 0.0311186 | val_loss: 0.0311477 | Time: 1190.46 ms [2022-03-07 06:23:00 main:574] : INFO : Epoch 1780 | loss: 0.0311174 | val_loss: 0.0311501 | Time: 1190.24 ms [2022-03-07 06:23:01 main:574] : INFO : Epoch 1781 | loss: 0.0311171 | val_loss: 0.0311497 | Time: 1210.62 ms [2022-03-07 06:23:02 main:574] : INFO : Epoch 1782 | loss: 0.0311189 | val_loss: 0.0311537 | Time: 1206.12 ms [2022-03-07 06:23:04 main:574] : INFO : Epoch 1783 | loss: 0.031124 | val_loss: 0.0311515 | Time: 1213.14 ms [2022-03-07 06:23:05 main:574] : INFO : Epoch 1784 | loss: 0.0311247 | val_loss: 0.031148 | Time: 1182.03 ms [2022-03-07 06:23:06 main:574] : INFO : Epoch 1785 | loss: 0.0311201 | val_loss: 0.0311482 | Time: 1207.13 ms [2022-03-07 06:23:07 main:574] : INFO : Epoch 1786 | loss: 0.0311182 | val_loss: 0.0311504 | Time: 1174.61 ms [2022-03-07 06:23:08 main:574] : INFO : Epoch 1787 | loss: 0.0311176 | val_loss: 0.0311491 | Time: 1195.93 ms [2022-03-07 06:23:10 main:574] : INFO : Epoch 1788 | loss: 0.0311193 | val_loss: 0.0311518 | Time: 1198.65 ms [2022-03-07 06:23:11 main:574] : INFO : Epoch 1789 | loss: 0.031118 | val_loss: 0.0311478 | Time: 1214.99 ms [2022-03-07 06:23:12 main:574] : INFO : Epoch 1790 | loss: 0.0311175 | val_loss: 0.0311506 | Time: 1203.16 ms [2022-03-07 06:23:13 main:574] : INFO : Epoch 1791 | loss: 0.0311181 | val_loss: 0.0311491 | Time: 1196.13 ms [2022-03-07 06:23:14 main:574] : INFO : Epoch 1792 | loss: 0.0311179 | val_loss: 0.0311535 | Time: 1180.92 ms [2022-03-07 06:23:16 main:574] : INFO : Epoch 1793 | loss: 0.0311243 | val_loss: 0.0311498 | Time: 1191.68 ms [2022-03-07 06:23:17 main:574] : INFO : Epoch 1794 | loss: 0.0311257 | val_loss: 0.0311484 | Time: 1199.63 ms [2022-03-07 06:23:18 main:574] : INFO : Epoch 1795 | loss: 0.0311281 | val_loss: 0.0311502 | Time: 1216.34 ms [2022-03-07 06:23:19 main:574] : INFO : Epoch 1796 | loss: 0.0311319 | val_loss: 0.0311486 | Time: 1186.47 ms [2022-03-07 06:23:20 main:574] : INFO : Epoch 1797 | loss: 0.0311309 | val_loss: 0.0311536 | Time: 1197.37 ms [2022-03-07 06:23:22 main:574] : INFO : Epoch 1798 | loss: 0.0311269 | val_loss: 0.0311498 | Time: 1198.7 ms [2022-03-07 06:23:23 main:574] : INFO : Epoch 1799 | loss: 0.0311242 | val_loss: 0.0311471 | Time: 1193.92 ms [2022-03-07 06:23:24 main:574] : INFO : Epoch 1800 | loss: 0.0311223 | val_loss: 0.0311511 | Time: 1204.15 ms [2022-03-07 06:23:25 main:574] : INFO : Epoch 1801 | loss: 0.0311259 | val_loss: 0.0311566 | Time: 1187.78 ms [2022-03-07 06:23:26 main:574] : INFO : Epoch 1802 | loss: 0.0311193 | val_loss: 0.0311486 | Time: 1181.27 ms [2022-03-07 06:23:28 main:574] : INFO : Epoch 1803 | loss: 0.0311188 | val_loss: 0.0311542 | Time: 1189.09 ms [2022-03-07 06:23:29 main:574] : INFO : Epoch 1804 | loss: 0.0311207 | val_loss: 0.031153 | Time: 1214.51 ms [2022-03-07 06:23:30 main:574] : INFO : Epoch 1805 | loss: 0.0311176 | val_loss: 0.031155 | Time: 1214.9 ms [2022-03-07 06:23:31 main:574] : INFO : Epoch 1806 | loss: 0.0311218 | val_loss: 0.0311526 | Time: 1215.52 ms [2022-03-07 06:23:32 main:574] : INFO : Epoch 1807 | loss: 0.0311234 | val_loss: 0.0311459 | Time: 1205.73 ms [2022-03-07 06:23:34 main:574] : INFO : Epoch 1808 | loss: 0.0311243 | val_loss: 0.0311516 | Time: 1197.99 ms [2022-03-07 06:23:35 main:574] : INFO : Epoch 1809 | loss: 0.0311249 | val_loss: 0.0311503 | Time: 1212.6 ms [2022-03-07 06:23:36 main:574] : INFO : Epoch 1810 | loss: 0.0311247 | val_loss: 0.031151 | Time: 1193.93 ms [2022-03-07 06:23:37 main:574] : INFO : Epoch 1811 | loss: 0.0311278 | val_loss: 0.0311521 | Time: 1210.79 ms [2022-03-07 06:23:38 main:574] : INFO : Epoch 1812 | loss: 0.0311252 | val_loss: 0.031151 | Time: 1186.47 ms [2022-03-07 06:23:40 main:574] : INFO : Epoch 1813 | loss: 0.0311231 | val_loss: 0.0311531 | Time: 1196.09 ms [2022-03-07 06:23:41 main:574] : INFO : Epoch 1814 | loss: 0.031123 | val_loss: 0.0311541 | Time: 1199.75 ms [2022-03-07 06:23:42 main:574] : INFO : Epoch 1815 | loss: 0.0311228 | val_loss: 0.0311546 | Time: 1203.68 ms [2022-03-07 06:23:43 main:574] : INFO : Epoch 1816 | loss: 0.0311196 | val_loss: 0.031164 | Time: 1201.62 ms [2022-03-07 06:23:44 main:574] : INFO : Epoch 1817 | loss: 0.0311217 | val_loss: 0.0311534 | Time: 1204.67 ms [2022-03-07 06:23:46 main:574] : INFO : Epoch 1818 | loss: 0.0311198 | val_loss: 0.0311485 | Time: 1208.43 ms [2022-03-07 06:23:47 main:574] : INFO : Epoch 1819 | loss: 0.0311199 | val_loss: 0.0311517 | Time: 1204.65 ms [2022-03-07 06:23:48 main:574] : INFO : Epoch 1820 | loss: 0.0311182 | val_loss: 0.03115 | Time: 1209.27 ms [2022-03-07 06:23:49 main:574] : INFO : Epoch 1821 | loss: 0.0311195 | val_loss: 0.0311554 | Time: 1198.62 ms [2022-03-07 06:23:51 main:574] : INFO : Epoch 1822 | loss: 0.0311197 | val_loss: 0.0311531 | Time: 1206.53 ms [2022-03-07 06:23:52 main:574] : INFO : Epoch 1823 | loss: 0.0311195 | val_loss: 0.0311502 | Time: 1177.66 ms [2022-03-07 06:23:53 main:574] : INFO : Epoch 1824 | loss: 0.0311176 | val_loss: 0.0311508 | Time: 1219.2 ms [2022-03-07 06:23:54 main:574] : INFO : Epoch 1825 | loss: 0.0311179 | val_loss: 0.0311519 | Time: 1200.09 ms [2022-03-07 06:23:55 main:574] : INFO : Epoch 1826 | loss: 0.0311167 | val_loss: 0.0311664 | Time: 1191.35 ms [2022-03-07 06:23:56 main:574] : INFO : Epoch 1827 | loss: 0.0311313 | val_loss: 0.0311625 | Time: 1173.09 ms [2022-03-07 06:23:58 main:574] : INFO : Epoch 1828 | loss: 0.0311332 | val_loss: 0.031153 | Time: 1205.57 ms [2022-03-07 06:23:59 main:574] : INFO : Epoch 1829 | loss: 0.031131 | val_loss: 0.0311608 | Time: 1205.74 ms [2022-03-07 06:24:00 main:574] : INFO : Epoch 1830 | loss: 0.0311256 | val_loss: 0.0311513 | Time: 1186.3 ms [2022-03-07 06:24:01 main:574] : INFO : Epoch 1831 | loss: 0.0311237 | val_loss: 0.0311515 | Time: 1211.41 ms [2022-03-07 06:24:02 main:574] : INFO : Epoch 1832 | loss: 0.0311196 | val_loss: 0.0311536 | Time: 1172.01 ms [2022-03-07 06:24:04 main:574] : INFO : Epoch 1833 | loss: 0.0311206 | val_loss: 0.0311586 | Time: 1199.32 ms [2022-03-07 06:24:05 main:574] : INFO : Epoch 1834 | loss: 0.0311243 | val_loss: 0.0311563 | Time: 1185.54 ms [2022-03-07 06:24:06 main:574] : INFO : Epoch 1835 | loss: 0.0311241 | val_loss: 0.0311538 | Time: 1187.66 ms [2022-03-07 06:24:07 main:574] : INFO : Epoch 1836 | loss: 0.0311223 | val_loss: 0.0311496 | Time: 1198.86 ms [2022-03-07 06:24:08 main:574] : INFO : Epoch 1837 | loss: 0.0311198 | val_loss: 0.0311522 | Time: 1204.86 ms [2022-03-07 06:24:10 main:574] : INFO : Epoch 1838 | loss: 0.0311194 | val_loss: 0.0311489 | Time: 1195.06 ms [2022-03-07 06:24:11 main:574] : INFO : Epoch 1839 | loss: 0.0311232 | val_loss: 0.0311482 | Time: 1186.4 ms [2022-03-07 06:24:12 main:574] : INFO : Epoch 1840 | loss: 0.0311211 | val_loss: 0.0311487 | Time: 1209.24 ms [2022-03-07 06:24:13 main:574] : INFO : Epoch 1841 | loss: 0.0311259 | val_loss: 0.0311519 | Time: 1211.74 ms [2022-03-07 06:24:14 main:574] : INFO : Epoch 1842 | loss: 0.031125 | val_loss: 0.0311542 | Time: 1188.59 ms [2022-03-07 06:24:16 main:574] : INFO : Epoch 1843 | loss: 0.0311256 | val_loss: 0.0311489 | Time: 1199.8 ms [2022-03-07 06:24:17 main:574] : INFO : Epoch 1844 | loss: 0.0311256 | val_loss: 0.0311469 | Time: 1204.41 ms [2022-03-07 06:24:18 main:574] : INFO : Epoch 1845 | loss: 0.0311253 | val_loss: 0.031144 | Time: 1203.69 ms [2022-03-07 06:24:19 main:574] : INFO : Epoch 1846 | loss: 0.0311227 | val_loss: 0.0311472 | Time: 1204.19 ms [2022-03-07 06:24:20 main:574] : INFO : Epoch 1847 | loss: 0.0311207 | val_loss: 0.0311464 | Time: 1213.12 ms [2022-03-07 06:24:22 main:574] : INFO : Epoch 1848 | loss: 0.0311232 | val_loss: 0.0311476 | Time: 1192.26 ms [2022-03-07 06:24:23 main:574] : INFO : Epoch 1849 | loss: 0.0311219 | val_loss: 0.0311462 | Time: 1196.97 ms [2022-03-07 06:24:24 main:574] : INFO : Epoch 1850 | loss: 0.0311196 | val_loss: 0.0311492 | Time: 1228.32 ms [2022-03-07 06:24:25 main:574] : INFO : Epoch 1851 | loss: 0.0311195 | val_loss: 0.0311514 | Time: 1183.26 ms [2022-03-07 06:24:26 main:574] : INFO : Epoch 1852 | loss: 0.0311217 | val_loss: 0.0311486 | Time: 1194.54 ms [2022-03-07 06:24:28 main:574] : INFO : Epoch 1853 | loss: 0.0311224 | val_loss: 0.0311496 | Time: 1190.9 ms [2022-03-07 06:24:29 main:574] : INFO : Epoch 1854 | loss: 0.0311169 | val_loss: 0.0311505 | Time: 1195.85 ms [2022-03-07 06:24:30 main:574] : INFO : Epoch 1855 | loss: 0.0311167 | val_loss: 0.0311538 | Time: 1206.58 ms [2022-03-07 06:24:31 main:574] : INFO : Epoch 1856 | loss: 0.0311175 | val_loss: 0.0311576 | Time: 1207.21 ms [2022-03-07 06:24:32 main:574] : INFO : Epoch 1857 | loss: 0.031116 | val_loss: 0.0311508 | Time: 1184.25 ms [2022-03-07 06:24:34 main:574] : INFO : Epoch 1858 | loss: 0.0311182 | val_loss: 0.0311578 | Time: 1205.34 ms [2022-03-07 06:24:35 main:574] : INFO : Epoch 1859 | loss: 0.0311363 | val_loss: 0.0311607 | Time: 1191.95 ms [2022-03-07 06:24:36 main:574] : INFO : Epoch 1860 | loss: 0.031155 | val_loss: 0.0311682 | Time: 1199.26 ms [2022-03-07 06:24:37 main:574] : INFO : Epoch 1861 | loss: 0.0311516 | val_loss: 0.0311592 | Time: 1223.37 ms [2022-03-07 06:24:39 main:574] : INFO : Epoch 1862 | loss: 0.0311456 | val_loss: 0.0311515 | Time: 1203.47 ms [2022-03-07 06:24:40 main:574] : INFO : Epoch 1863 | loss: 0.0311371 | val_loss: 0.0311552 | Time: 1191.44 ms [2022-03-07 06:24:41 main:574] : INFO : Epoch 1864 | loss: 0.0311322 | val_loss: 0.0311488 | Time: 1203.3 ms [2022-03-07 06:24:42 main:574] : INFO : Epoch 1865 | loss: 0.0311313 | val_loss: 0.0311564 | Time: 1187.27 ms [2022-03-07 06:24:43 main:574] : INFO : Epoch 1866 | loss: 0.031129 | val_loss: 0.0311497 | Time: 1188.76 ms [2022-03-07 06:24:44 main:574] : INFO : Epoch 1867 | loss: 0.0311288 | val_loss: 0.0311458 | Time: 1188.55 ms [2022-03-07 06:24:46 main:574] : INFO : Epoch 1868 | loss: 0.0311268 | val_loss: 0.0311482 | Time: 1208.46 ms [2022-03-07 06:24:47 main:574] : INFO : Epoch 1869 | loss: 0.0311264 | val_loss: 0.0311478 | Time: 1181.16 ms [2022-03-07 06:24:48 main:574] : INFO : Epoch 1870 | loss: 0.0311246 | val_loss: 0.0311507 | Time: 1203.86 ms [2022-03-07 06:24:49 main:574] : INFO : Epoch 1871 | loss: 0.0311238 | val_loss: 0.0311464 | Time: 1201.05 ms [2022-03-07 06:24:50 main:574] : INFO : Epoch 1872 | loss: 0.031123 | val_loss: 0.0311474 | Time: 1179.11 ms [2022-03-07 06:24:52 main:574] : INFO : Epoch 1873 | loss: 0.0311214 | val_loss: 0.0311468 | Time: 1182.48 ms [2022-03-07 06:24:53 main:574] : INFO : Epoch 1874 | loss: 0.0311223 | val_loss: 0.0311454 | Time: 1192.64 ms [2022-03-07 06:24:54 main:574] : INFO : Epoch 1875 | loss: 0.0311208 | val_loss: 0.0311465 | Time: 1202.97 ms [2022-03-07 06:24:55 main:574] : INFO : Epoch 1876 | loss: 0.0311201 | val_loss: 0.0311503 | Time: 1209.19 ms [2022-03-07 06:24:56 main:574] : INFO : Epoch 1877 | loss: 0.0311192 | val_loss: 0.0311447 | Time: 1205.92 ms [2022-03-07 06:24:58 main:574] : INFO : Epoch 1878 | loss: 0.0311201 | val_loss: 0.0311478 | Time: 1189.37 ms [2022-03-07 06:24:59 main:574] : INFO : Epoch 1879 | loss: 0.0311192 | val_loss: 0.0311491 | Time: 1200.79 ms [2022-03-07 06:25:00 main:574] : INFO : Epoch 1880 | loss: 0.0311214 | val_loss: 0.0311561 | Time: 1189.69 ms [2022-03-07 06:25:01 main:574] : INFO : Epoch 1881 | loss: 0.0311239 | val_loss: 0.0311499 | Time: 1197.09 ms [2022-03-07 06:25:02 main:574] : INFO : Epoch 1882 | loss: 0.0311231 | val_loss: 0.0311535 | Time: 1212.91 ms [2022-03-07 06:25:04 main:574] : INFO : Epoch 1883 | loss: 0.0311208 | val_loss: 0.0311466 | Time: 1211.8 ms [2022-03-07 06:25:05 main:574] : INFO : Epoch 1884 | loss: 0.0311191 | val_loss: 0.0311468 | Time: 1188.5 ms [2022-03-07 06:25:06 main:574] : INFO : Epoch 1885 | loss: 0.0311188 | val_loss: 0.0311528 | Time: 1187.48 ms [2022-03-07 06:25:07 main:574] : INFO : Epoch 1886 | loss: 0.0311182 | val_loss: 0.0311473 | Time: 1203.22 ms [2022-03-07 06:25:08 main:574] : INFO : Epoch 1887 | loss: 0.0311175 | val_loss: 0.0311548 | Time: 1181.23 ms [2022-03-07 06:25:10 main:574] : INFO : Epoch 1888 | loss: 0.031119 | val_loss: 0.0311507 | Time: 1198.37 ms [2022-03-07 06:25:11 main:574] : INFO : Epoch 1889 | loss: 0.0311162 | val_loss: 0.0311539 | Time: 1197.46 ms [2022-03-07 06:25:12 main:574] : INFO : Epoch 1890 | loss: 0.0311178 | val_loss: 0.0311529 | Time: 1194.69 ms [2022-03-07 06:25:13 main:574] : INFO : Epoch 1891 | loss: 0.0311169 | val_loss: 0.0311548 | Time: 1212.76 ms [2022-03-07 06:25:14 main:574] : INFO : Epoch 1892 | loss: 0.0311177 | val_loss: 0.0311515 | Time: 1176.35 ms [2022-03-07 06:25:16 main:574] : INFO : Epoch 1893 | loss: 0.0311179 | val_loss: 0.031153 | Time: 1187.66 ms [2022-03-07 06:25:17 main:574] : INFO : Epoch 1894 | loss: 0.031118 | val_loss: 0.0311536 | Time: 1188.05 ms [2022-03-07 06:25:18 main:574] : INFO : Epoch 1895 | loss: 0.0311197 | val_loss: 0.0311527 | Time: 1208.1 ms [2022-03-07 06:25:19 main:574] : INFO : Epoch 1896 | loss: 0.031118 | val_loss: 0.0311504 | Time: 1182.2 ms [2022-03-07 06:25:20 main:574] : INFO : Epoch 1897 | loss: 0.0311162 | val_loss: 0.031152 | Time: 1198.86 ms [2022-03-07 06:25:22 main:574] : INFO : Epoch 1898 | loss: 0.0311189 | val_loss: 0.0311536 | Time: 1183.97 ms [2022-03-07 06:25:23 main:574] : INFO : Epoch 1899 | loss: 0.03112 | val_loss: 0.0311474 | Time: 1196.17 ms [2022-03-07 06:25:24 main:574] : INFO : Epoch 1900 | loss: 0.0311166 | val_loss: 0.0311513 | Time: 1205.53 ms [2022-03-07 06:25:25 main:574] : INFO : Epoch 1901 | loss: 0.0311167 | val_loss: 0.0311543 | Time: 1213.02 ms [2022-03-07 06:25:26 main:574] : INFO : Epoch 1902 | loss: 0.0311179 | val_loss: 0.0311518 | Time: 1207.72 ms [2022-03-07 06:25:28 main:574] : INFO : Epoch 1903 | loss: 0.0311155 | val_loss: 0.0311508 | Time: 1195.23 ms [2022-03-07 06:25:29 main:574] : INFO : Epoch 1904 | loss: 0.0311151 | val_loss: 0.0311535 | Time: 1197.1 ms [2022-03-07 06:25:30 main:574] : INFO : Epoch 1905 | loss: 0.0311173 | val_loss: 0.03115 | Time: 1190.7 ms [2022-03-07 06:25:31 main:574] : INFO : Epoch 1906 | loss: 0.0311194 | val_loss: 0.0311497 | Time: 1191.08 ms [2022-03-07 06:25:32 main:574] : INFO : Epoch 1907 | loss: 0.031134 | val_loss: 0.0311518 | Time: 1185.77 ms [2022-03-07 06:25:34 main:574] : INFO : Epoch 1908 | loss: 0.0311315 | val_loss: 0.0311456 | Time: 1158.81 ms [2022-03-07 06:25:35 main:574] : INFO : Epoch 1909 | loss: 0.0311278 | val_loss: 0.0311487 | Time: 1181.51 ms [2022-03-07 06:25:36 main:574] : INFO : Epoch 1910 | loss: 0.0311239 | val_loss: 0.0311506 | Time: 1188.02 ms [2022-03-07 06:25:37 main:574] : INFO : Epoch 1911 | loss: 0.0311237 | val_loss: 0.0311515 | Time: 1205.98 ms [2022-03-07 06:25:38 main:574] : INFO : Epoch 1912 | loss: 0.0311243 | val_loss: 0.0311634 | Time: 1210.63 ms [2022-03-07 06:25:40 main:574] : INFO : Epoch 1913 | loss: 0.0311267 | val_loss: 0.031145 | Time: 1199.05 ms [2022-03-07 06:25:41 main:574] : INFO : Epoch 1914 | loss: 0.0311276 | val_loss: 0.0311601 | Time: 1172.03 ms [2022-03-07 06:25:42 main:574] : INFO : Epoch 1915 | loss: 0.0311253 | val_loss: 0.0311498 | Time: 1180.62 ms [2022-03-07 06:25:43 main:574] : INFO : Epoch 1916 | loss: 0.0311203 | val_loss: 0.0311507 | Time: 1198.71 ms [2022-03-07 06:25:44 main:574] : INFO : Epoch 1917 | loss: 0.0311201 | val_loss: 0.0311569 | Time: 1178.41 ms [2022-03-07 06:25:45 main:574] : INFO : Epoch 1918 | loss: 0.0311176 | val_loss: 0.0311521 | Time: 1191.85 ms [2022-03-07 06:25:47 main:574] : INFO : Epoch 1919 | loss: 0.0311164 | val_loss: 0.0311474 | Time: 1178.65 ms [2022-03-07 06:25:48 main:574] : INFO : Epoch 1920 | loss: 0.0311169 | val_loss: 0.0311529 | Time: 1186.21 ms [2022-03-07 06:25:49 main:574] : INFO : Epoch 1921 | loss: 0.0311155 | val_loss: 0.03115 | Time: 1185.18 ms [2022-03-07 06:25:50 main:574] : INFO : Epoch 1922 | loss: 0.0311136 | val_loss: 0.0311522 | Time: 1204.21 ms [2022-03-07 06:25:51 main:574] : INFO : Epoch 1923 | loss: 0.0311142 | val_loss: 0.0311477 | Time: 1211.81 ms [2022-03-07 06:25:53 main:574] : INFO : Epoch 1924 | loss: 0.0311138 | val_loss: 0.0311535 | Time: 1193.85 ms [2022-03-07 06:25:54 main:574] : INFO : Epoch 1925 | loss: 0.0311166 | val_loss: 0.0311561 | Time: 1197.7 ms [2022-03-07 06:25:55 main:574] : INFO : Epoch 1926 | loss: 0.0311128 | val_loss: 0.0311521 | Time: 1174.85 ms [2022-03-07 06:25:56 main:574] : INFO : Epoch 1927 | loss: 0.0311149 | val_loss: 0.0311508 | Time: 1204.81 ms [2022-03-07 06:25:57 main:574] : INFO : Epoch 1928 | loss: 0.0311174 | val_loss: 0.0311523 | Time: 1199.21 ms [2022-03-07 06:25:59 main:574] : INFO : Epoch 1929 | loss: 0.0311153 | val_loss: 0.0311484 | Time: 1211.64 ms [2022-03-07 06:26:00 main:574] : INFO : Epoch 1930 | loss: 0.0311204 | val_loss: 0.0311492 | Time: 1218.1 ms [2022-03-07 06:26:01 main:574] : INFO : Epoch 1931 | loss: 0.0311182 | val_loss: 0.0311513 | Time: 1189.55 ms [2022-03-07 06:26:02 main:574] : INFO : Epoch 1932 | loss: 0.0311167 | val_loss: 0.0311484 | Time: 1204.65 ms [2022-03-07 06:26:03 main:574] : INFO : Epoch 1933 | loss: 0.0311196 | val_loss: 0.0311504 | Time: 1190.53 ms [2022-03-07 06:26:05 main:574] : INFO : Epoch 1934 | loss: 0.0311183 | val_loss: 0.0311488 | Time: 1192.72 ms [2022-03-07 06:26:06 main:574] : INFO : Epoch 1935 | loss: 0.0311168 | val_loss: 0.0311524 | Time: 1197.5 ms [2022-03-07 06:26:07 main:574] : INFO : Epoch 1936 | loss: 0.0311157 | val_loss: 0.0311482 | Time: 1171.44 ms [2022-03-07 06:26:08 main:574] : INFO : Epoch 1937 | loss: 0.0311165 | val_loss: 0.0311495 | Time: 1209.11 ms [2022-03-07 06:26:09 main:574] : INFO : Epoch 1938 | loss: 0.031117 | val_loss: 0.0311548 | Time: 1177.63 ms [2022-03-07 06:26:11 main:574] : INFO : Epoch 1939 | loss: 0.0311158 | val_loss: 0.0311556 | Time: 1173.4 ms [2022-03-07 06:26:12 main:574] : INFO : Epoch 1940 | loss: 0.0311149 | val_loss: 0.0311515 | Time: 1202.88 ms [2022-03-07 06:26:13 main:574] : INFO : Epoch 1941 | loss: 0.0311149 | val_loss: 0.0311486 | Time: 1195.42 ms [2022-03-07 06:26:14 main:574] : INFO : Epoch 1942 | loss: 0.0311143 | val_loss: 0.0311552 | Time: 1206.21 ms [2022-03-07 06:26:15 main:574] : INFO : Epoch 1943 | loss: 0.0311145 | val_loss: 0.0311554 | Time: 1211.45 ms [2022-03-07 06:26:17 main:574] : INFO : Epoch 1944 | loss: 0.0311135 | val_loss: 0.0311504 | Time: 1188.32 ms [2022-03-07 06:26:18 main:574] : INFO : Epoch 1945 | loss: 0.0311121 | val_loss: 0.0311547 | Time: 1206.21 ms [2022-03-07 06:26:19 main:574] : INFO : Epoch 1946 | loss: 0.0311135 | val_loss: 0.0311539 | Time: 1164.65 ms [2022-03-07 06:26:20 main:574] : INFO : Epoch 1947 | loss: 0.0311145 | val_loss: 0.0311514 | Time: 1188.76 ms [2022-03-07 06:26:21 main:574] : INFO : Epoch 1948 | loss: 0.0311179 | val_loss: 0.0311486 | Time: 1199.37 ms [2022-03-07 06:26:22 main:574] : INFO : Epoch 1949 | loss: 0.0311195 | val_loss: 0.0311504 | Time: 1196.1 ms [2022-03-07 06:26:24 main:574] : INFO : Epoch 1950 | loss: 0.0311223 | val_loss: 0.0311518 | Time: 1195.36 ms [2022-03-07 06:26:25 main:574] : INFO : Epoch 1951 | loss: 0.0311415 | val_loss: 0.0311632 | Time: 1180.39 ms [2022-03-07 06:26:26 main:574] : INFO : Epoch 1952 | loss: 0.0311602 | val_loss: 0.0311833 | Time: 1202.83 ms [2022-03-07 06:26:27 main:574] : INFO : Epoch 1953 | loss: 0.0311875 | val_loss: 0.0311776 | Time: 1199.66 ms [2022-03-07 06:26:28 main:574] : INFO : Epoch 1954 | loss: 0.0311771 | val_loss: 0.0311675 | Time: 1204.6 ms [2022-03-07 06:26:30 main:574] : INFO : Epoch 1955 | loss: 0.0311685 | val_loss: 0.0311615 | Time: 1183.59 ms [2022-03-07 06:26:31 main:574] : INFO : Epoch 1956 | loss: 0.0311631 | val_loss: 0.0311601 | Time: 1166.37 ms [2022-03-07 06:26:32 main:574] : INFO : Epoch 1957 | loss: 0.0311594 | val_loss: 0.0311559 | Time: 1198.02 ms [2022-03-07 06:26:33 main:574] : INFO : Epoch 1958 | loss: 0.0311554 | val_loss: 0.0311553 | Time: 1183.49 ms [2022-03-07 06:26:34 main:574] : INFO : Epoch 1959 | loss: 0.0311534 | val_loss: 0.0311536 | Time: 1202.09 ms [2022-03-07 06:26:36 main:574] : INFO : Epoch 1960 | loss: 0.0311519 | val_loss: 0.0311537 | Time: 1208.89 ms [2022-03-07 06:26:37 main:574] : INFO : Epoch 1961 | loss: 0.0311497 | val_loss: 0.0311523 | Time: 1200.87 ms [2022-03-07 06:26:38 main:574] : INFO : Epoch 1962 | loss: 0.0311478 | val_loss: 0.0311521 | Time: 1198.57 ms [2022-03-07 06:26:39 main:574] : INFO : Epoch 1963 | loss: 0.0311445 | val_loss: 0.0311501 | Time: 1201.25 ms [2022-03-07 06:26:40 main:574] : INFO : Epoch 1964 | loss: 0.031142 | val_loss: 0.0311505 | Time: 1163.72 ms [2022-03-07 06:26:42 main:574] : INFO : Epoch 1965 | loss: 0.03114 | val_loss: 0.0311524 | Time: 1199.3 ms [2022-03-07 06:26:43 main:574] : INFO : Epoch 1966 | loss: 0.03114 | val_loss: 0.0311497 | Time: 1187.76 ms [2022-03-07 06:26:44 main:574] : INFO : Epoch 1967 | loss: 0.0311402 | val_loss: 0.0311491 | Time: 1202.25 ms [2022-03-07 06:26:45 main:574] : INFO : Epoch 1968 | loss: 0.031139 | val_loss: 0.0311497 | Time: 1184.37 ms [2022-03-07 06:26:46 main:574] : INFO : Epoch 1969 | loss: 0.0311379 | val_loss: 0.031147 | Time: 1190.58 ms [2022-03-07 06:26:48 main:574] : INFO : Epoch 1970 | loss: 0.031138 | val_loss: 0.0311513 | Time: 1195.42 ms [2022-03-07 06:26:49 main:574] : INFO : Epoch 1971 | loss: 0.0311363 | val_loss: 0.0311477 | Time: 1202.28 ms [2022-03-07 06:26:50 main:574] : INFO : Epoch 1972 | loss: 0.031135 | val_loss: 0.0311481 | Time: 1198.96 ms [2022-03-07 06:26:51 main:574] : INFO : Epoch 1973 | loss: 0.0311371 | val_loss: 0.0311517 | Time: 1214.11 ms [2022-03-07 06:26:52 main:574] : INFO : Epoch 1974 | loss: 0.0311364 | val_loss: 0.0311479 | Time: 1206.36 ms [2022-03-07 06:26:54 main:574] : INFO : Epoch 1975 | loss: 0.0311353 | val_loss: 0.0311469 | Time: 1201.55 ms [2022-03-07 06:26:55 main:574] : INFO : Epoch 1976 | loss: 0.0311359 | val_loss: 0.0311531 | Time: 1204.86 ms [2022-03-07 06:26:56 main:574] : INFO : Epoch 1977 | loss: 0.0311364 | val_loss: 0.0311466 | Time: 1198.58 ms [2022-03-07 06:26:57 main:574] : INFO : Epoch 1978 | loss: 0.0311373 | val_loss: 0.031148 | Time: 1216.08 ms [2022-03-07 06:26:58 main:574] : INFO : Epoch 1979 | loss: 0.031135 | val_loss: 0.0311456 | Time: 1197.16 ms [2022-03-07 06:27:00 main:574] : INFO : Epoch 1980 | loss: 0.0311334 | val_loss: 0.0311536 | Time: 1218.02 ms [2022-03-07 06:27:01 main:574] : INFO : Epoch 1981 | loss: 0.0311382 | val_loss: 0.03115 | Time: 1206.49 ms [2022-03-07 06:27:02 main:574] : INFO : Epoch 1982 | loss: 0.0311354 | val_loss: 0.0311435 | Time: 1199.33 ms [2022-03-07 06:27:03 main:574] : INFO : Epoch 1983 | loss: 0.0311321 | val_loss: 0.0311464 | Time: 1205.14 ms [2022-03-07 06:27:04 main:574] : INFO : Epoch 1984 | loss: 0.0311375 | val_loss: 0.0311513 | Time: 1202.93 ms [2022-03-07 06:27:06 main:574] : INFO : Epoch 1985 | loss: 0.0311356 | val_loss: 0.0311554 | Time: 1201.22 ms [2022-03-07 06:27:07 main:574] : INFO : Epoch 1986 | loss: 0.0311394 | val_loss: 0.0311593 | Time: 1206.59 ms [2022-03-07 06:27:08 main:574] : INFO : Epoch 1987 | loss: 0.0311392 | val_loss: 0.031148 | Time: 1212.5 ms [2022-03-07 06:27:09 main:574] : INFO : Epoch 1988 | loss: 0.0311383 | val_loss: 0.0311488 | Time: 1215.49 ms [2022-03-07 06:27:10 main:574] : INFO : Epoch 1989 | loss: 0.0311352 | val_loss: 0.0311481 | Time: 1196.71 ms [2022-03-07 06:27:12 main:574] : INFO : Epoch 1990 | loss: 0.0311326 | val_loss: 0.0311491 | Time: 1210.97 ms [2022-03-07 06:27:13 main:574] : INFO : Epoch 1991 | loss: 0.0311307 | val_loss: 0.0311495 | Time: 1199.19 ms [2022-03-07 06:27:14 main:574] : INFO : Epoch 1992 | loss: 0.0311305 | val_loss: 0.0311534 | Time: 1211.53 ms [2022-03-07 06:27:15 main:574] : INFO : Epoch 1993 | loss: 0.0311348 | val_loss: 0.0311494 | Time: 1198.26 ms [2022-03-07 06:27:16 main:574] : INFO : Epoch 1994 | loss: 0.0311402 | val_loss: 0.0311474 | Time: 1174.01 ms [2022-03-07 06:27:18 main:574] : INFO : Epoch 1995 | loss: 0.0311353 | val_loss: 0.0311491 | Time: 1202.46 ms [2022-03-07 06:27:19 main:574] : INFO : Epoch 1996 | loss: 0.0311353 | val_loss: 0.0311448 | Time: 1163.41 ms [2022-03-07 06:27:20 main:574] : INFO : Epoch 1997 | loss: 0.0311339 | val_loss: 0.0311436 | Time: 1202.76 ms [2022-03-07 06:27:21 main:574] : INFO : Epoch 1998 | loss: 0.0311329 | val_loss: 0.0311448 | Time: 1199.48 ms [2022-03-07 06:27:22 main:574] : INFO : Epoch 1999 | loss: 0.03113 | val_loss: 0.0311474 | Time: 1171.03 ms [2022-03-07 06:27:24 main:574] : INFO : Epoch 2000 | loss: 0.0311303 | val_loss: 0.0311501 | Time: 1201.58 ms [2022-03-07 06:27:25 main:574] : INFO : Epoch 2001 | loss: 0.031134 | val_loss: 0.0311575 | Time: 1194.86 ms [2022-03-07 06:27:26 main:574] : INFO : Epoch 2002 | loss: 0.031132 | val_loss: 0.0311446 | Time: 1174.37 ms [2022-03-07 06:27:27 main:574] : INFO : Epoch 2003 | loss: 0.0311266 | val_loss: 0.0311456 | Time: 1204.61 ms [2022-03-07 06:27:28 main:574] : INFO : Epoch 2004 | loss: 0.0311266 | val_loss: 0.0311469 | Time: 1206.53 ms [2022-03-07 06:27:30 main:574] : INFO : Epoch 2005 | loss: 0.0311254 | val_loss: 0.031147 | Time: 1192.67 ms [2022-03-07 06:27:31 main:574] : INFO : Epoch 2006 | loss: 0.0311258 | val_loss: 0.0311444 | Time: 1189.91 ms [2022-03-07 06:27:32 main:574] : INFO : Epoch 2007 | loss: 0.0311252 | val_loss: 0.0311481 | Time: 1181.43 ms [2022-03-07 06:27:33 main:574] : INFO : Epoch 2008 | loss: 0.0311265 | val_loss: 0.0311495 | Time: 1201.43 ms [2022-03-07 06:27:34 main:574] : INFO : Epoch 2009 | loss: 0.0311265 | val_loss: 0.0311449 | Time: 1186.04 ms [2022-03-07 06:27:36 main:574] : INFO : Epoch 2010 | loss: 0.0311256 | val_loss: 0.0311461 | Time: 1213.96 ms [2022-03-07 06:27:37 main:574] : INFO : Epoch 2011 | loss: 0.0311252 | val_loss: 0.0311492 | Time: 1203.91 ms [2022-03-07 06:27:38 main:574] : INFO : Epoch 2012 | loss: 0.0311263 | val_loss: 0.0311465 | Time: 1202.99 ms [2022-03-07 06:27:39 main:574] : INFO : Epoch 2013 | loss: 0.0311267 | val_loss: 0.031144 | Time: 1186.3 ms [2022-03-07 06:27:40 main:574] : INFO : Epoch 2014 | loss: 0.0311264 | val_loss: 0.0311452 | Time: 1208.72 ms [2022-03-07 06:27:42 main:574] : INFO : Epoch 2015 | loss: 0.0311278 | val_loss: 0.0311418 | Time: 1204.24 ms [2022-03-07 06:27:43 main:574] : INFO : Epoch 2016 | loss: 0.031126 | val_loss: 0.0311455 | Time: 1181.03 ms [2022-03-07 06:27:44 main:574] : INFO : Epoch 2017 | loss: 0.0311336 | val_loss: 0.0311482 | Time: 1191.37 ms [2022-03-07 06:27:45 main:574] : INFO : Epoch 2018 | loss: 0.0311313 | val_loss: 0.0311413 | Time: 1198.59 ms [2022-03-07 06:27:46 main:574] : INFO : Epoch 2019 | loss: 0.0311263 | val_loss: 0.0311472 | Time: 1199.36 ms [2022-03-07 06:27:48 main:574] : INFO : Epoch 2020 | loss: 0.031127 | val_loss: 0.0311409 | Time: 1201.22 ms [2022-03-07 06:27:49 main:574] : INFO : Epoch 2021 | loss: 0.0311235 | val_loss: 0.0311454 | Time: 1192.03 ms [2022-03-07 06:27:50 main:574] : INFO : Epoch 2022 | loss: 0.0311236 | val_loss: 0.0311443 | Time: 1200.18 ms [2022-03-07 06:27:51 main:574] : INFO : Epoch 2023 | loss: 0.0311228 | val_loss: 0.0311447 | Time: 1196.73 ms [2022-03-07 06:27:52 main:574] : INFO : Epoch 2024 | loss: 0.0311216 | val_loss: 0.0311474 | Time: 1204.83 ms [2022-03-07 06:27:54 main:574] : INFO : Epoch 2025 | loss: 0.0311212 | val_loss: 0.0311448 | Time: 1198.12 ms [2022-03-07 06:27:55 main:574] : INFO : Epoch 2026 | loss: 0.0311203 | val_loss: 0.0311466 | Time: 1185.12 ms [2022-03-07 06:27:56 main:574] : INFO : Epoch 2027 | loss: 0.0311212 | val_loss: 0.0311439 | Time: 1185.73 ms [2022-03-07 06:27:57 main:574] : INFO : Epoch 2028 | loss: 0.0311199 | val_loss: 0.0311483 | Time: 1189.44 ms [2022-03-07 06:27:58 main:574] : INFO : Epoch 2029 | loss: 0.0311238 | val_loss: 0.0311441 | Time: 1189.48 ms [2022-03-07 06:28:00 main:574] : INFO : Epoch 2030 | loss: 0.0311239 | val_loss: 0.0311541 | Time: 1201.51 ms [2022-03-07 06:28:01 main:574] : INFO : Epoch 2031 | loss: 0.0311218 | val_loss: 0.0311458 | Time: 1204.85 ms [2022-03-07 06:28:02 main:574] : INFO : Epoch 2032 | loss: 0.0311193 | val_loss: 0.0311452 | Time: 1184.43 ms [2022-03-07 06:28:03 main:574] : INFO : Epoch 2033 | loss: 0.0311199 | val_loss: 0.0311475 | Time: 1212.2 ms [2022-03-07 06:28:04 main:574] : INFO : Epoch 2034 | loss: 0.0311234 | val_loss: 0.0311466 | Time: 1190.39 ms [2022-03-07 06:28:06 main:574] : INFO : Epoch 2035 | loss: 0.0311204 | val_loss: 0.0311472 | Time: 1187.25 ms [2022-03-07 06:28:07 main:574] : INFO : Epoch 2036 | loss: 0.031118 | val_loss: 0.0311445 | Time: 1200.83 ms [2022-03-07 06:28:08 main:574] : INFO : Epoch 2037 | loss: 0.0311202 | val_loss: 0.0311459 | Time: 1196.34 ms [2022-03-07 06:28:09 main:574] : INFO : Epoch 2038 | loss: 0.0311205 | val_loss: 0.0311446 | Time: 1186.23 ms [2022-03-07 06:28:10 main:574] : INFO : Epoch 2039 | loss: 0.0311222 | val_loss: 0.0311467 | Time: 1188.19 ms [2022-03-07 06:28:11 main:574] : INFO : Epoch 2040 | loss: 0.0311232 | val_loss: 0.0311522 | Time: 1181.74 ms [2022-03-07 06:28:13 main:574] : INFO : Epoch 2041 | loss: 0.0311269 | val_loss: 0.0311425 | Time: 1174.09 ms [2022-03-07 06:28:14 main:574] : INFO : Epoch 2042 | loss: 0.0311214 | val_loss: 0.0311478 | Time: 1194.07 ms [2022-03-07 06:28:15 main:574] : INFO : Epoch 2043 | loss: 0.0311249 | val_loss: 0.031154 | Time: 1209.69 ms [2022-03-07 06:28:16 main:574] : INFO : Epoch 2044 | loss: 0.031126 | val_loss: 0.0311506 | Time: 1179.78 ms [2022-03-07 06:28:17 main:574] : INFO : Epoch 2045 | loss: 0.0311227 | val_loss: 0.0311498 | Time: 1180.97 ms [2022-03-07 06:28:19 main:574] : INFO : Epoch 2046 | loss: 0.031121 | val_loss: 0.031148 | Time: 1179.24 ms [2022-03-07 06:28:20 main:574] : INFO : Epoch 2047 | loss: 0.0311193 | val_loss: 0.031146 | Time: 1206.23 ms [2022-03-07 06:28:21 main:574] : INFO : Epoch 2048 | loss: 0.0311201 | val_loss: 0.0311464 | Time: 1185.3 ms [2022-03-07 06:28:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311464 [2022-03-07 06:28:21 main:603] : INFO : Saving end state to config to file [2022-03-07 06:28:21 main:608] : INFO : Success, exiting.. 06:28:21 (8184): 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)