Task 12554373
| Name | ParityModified-1645997628-14852-2-0_0 |
| Workunit | 9716573 |
| Created | 4 Mar 2022, 23:16:37 UTC |
| Sent | 7 Mar 2022, 16:19:19 UTC |
| Report deadline | 15 Mar 2022, 16:19:19 UTC |
| Received | 7 Mar 2022, 18:16:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 7 sec |
| CPU time | 40 min 1 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: 0.0312475 | val_loss: 0.0312484 | Time: 1205.7 ms
[2022-03-07 11:06:24 main:574] : INFO : Epoch 1543 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 1195.84 ms
[2022-03-07 11:06:25 main:574] : INFO : Epoch 1544 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 1200.16 ms
[2022-03-07 11:06:27 main:574] : INFO : Epoch 1545 | loss: 0.0312471 | val_loss: 0.031248 | Time: 1173.68 ms
[2022-03-07 11:06:28 main:574] : INFO : Epoch 1546 | loss: 0.031247 | val_loss: 0.0312477 | Time: 1197.09 ms
[2022-03-07 11:06:29 main:574] : INFO : Epoch 1547 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 1185.31 ms
[2022-03-07 11:06:30 main:574] : INFO : Epoch 1548 | loss: 0.0312468 | val_loss: 0.031247 | Time: 1193.59 ms
[2022-03-07 11:06:31 main:574] : INFO : Epoch 1549 | loss: 0.0312465 | val_loss: 0.0312468 | Time: 1187.05 ms
[2022-03-07 11:06:33 main:574] : INFO : Epoch 1550 | loss: 0.031246 | val_loss: 0.0312468 | Time: 1204.15 ms
[2022-03-07 11:06:34 main:574] : INFO : Epoch 1551 | loss: 0.0312465 | val_loss: 0.0312465 | Time: 1198.27 ms
[2022-03-07 11:06:35 main:574] : INFO : Epoch 1552 | loss: 0.031246 | val_loss: 0.0312463 | Time: 1193.86 ms
[2022-03-07 11:06:36 main:574] : INFO : Epoch 1553 | loss: 0.0312457 | val_loss: 0.031247 | Time: 1188.19 ms
[2022-03-07 11:06:37 main:574] : INFO : Epoch 1554 | loss: 0.0312456 | val_loss: 0.0312458 | Time: 1191.07 ms
[2022-03-07 11:06:39 main:574] : INFO : Epoch 1555 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 1208.47 ms
[2022-03-07 11:06:40 main:574] : INFO : Epoch 1556 | loss: 0.0312455 | val_loss: 0.0312469 | Time: 1195.62 ms
[2022-03-07 11:06:41 main:574] : INFO : Epoch 1557 | loss: 0.0312449 | val_loss: 0.0312467 | Time: 1196.64 ms
[2022-03-07 11:06:42 main:574] : INFO : Epoch 1558 | loss: 0.0312454 | val_loss: 0.031247 | Time: 1190.62 ms
[2022-03-07 11:06:43 main:574] : INFO : Epoch 1559 | loss: 0.0312445 | val_loss: 0.0312461 | Time: 1177.8 ms
[2022-03-07 11:06:45 main:574] : INFO : Epoch 1560 | loss: 0.0312455 | val_loss: 0.0312492 | Time: 1191.59 ms
[2022-03-07 11:06:46 main:574] : INFO : Epoch 1561 | loss: 0.0312455 | val_loss: 0.0312451 | Time: 1182.78 ms
[2022-03-07 11:06:47 main:574] : INFO : Epoch 1562 | loss: 0.0312441 | val_loss: 0.0312447 | Time: 1195.33 ms
[2022-03-07 11:06:48 main:574] : INFO : Epoch 1563 | loss: 0.0312447 | val_loss: 0.0312448 | Time: 1201.21 ms
[2022-03-07 11:06:49 main:574] : INFO : Epoch 1564 | loss: 0.0312433 | val_loss: 0.0312444 | Time: 1182.93 ms
[2022-03-07 11:06:50 main:574] : INFO : Epoch 1565 | loss: 0.0312434 | val_loss: 0.0312437 | Time: 1190.16 ms
[2022-03-07 11:06:52 main:574] : INFO : Epoch 1566 | loss: 0.0312431 | val_loss: 0.0312449 | Time: 1191.67 ms
[2022-03-07 11:06:53 main:574] : INFO : Epoch 1567 | loss: 0.031243 | val_loss: 0.0312434 | Time: 1171.31 ms
[2022-03-07 11:06:54 main:574] : INFO : Epoch 1568 | loss: 0.0312428 | val_loss: 0.031245 | Time: 1189.74 ms
[2022-03-07 11:06:55 main:574] : INFO : Epoch 1569 | loss: 0.0312431 | val_loss: 0.0312428 | Time: 1190.64 ms
[2022-03-07 11:06:56 main:574] : INFO : Epoch 1570 | loss: 0.0312423 | val_loss: 0.0312426 | Time: 1208.5 ms
[2022-03-07 11:06:58 main:574] : INFO : Epoch 1571 | loss: 0.0312468 | val_loss: 0.0312507 | Time: 1185.76 ms
[2022-03-07 11:06:59 main:574] : INFO : Epoch 1572 | loss: 0.031245 | val_loss: 0.0312425 | Time: 1195.57 ms
[2022-03-07 11:07:00 main:574] : INFO : Epoch 1573 | loss: 0.0312434 | val_loss: 0.0312442 | Time: 1202.34 ms
[2022-03-07 11:07:01 main:574] : INFO : Epoch 1574 | loss: 0.0312425 | val_loss: 0.0312417 | Time: 1210.78 ms
[2022-03-07 11:07:02 main:574] : INFO : Epoch 1575 | loss: 0.0312408 | val_loss: 0.0312413 | Time: 1169.92 ms
[2022-03-07 11:07:04 main:574] : INFO : Epoch 1576 | loss: 0.0312415 | val_loss: 0.0312415 | Time: 1189.97 ms
[2022-03-07 11:07:05 main:574] : INFO : Epoch 1577 | loss: 0.0312405 | val_loss: 0.031241 | Time: 1192.27 ms
[2022-03-07 11:07:06 main:574] : INFO : Epoch 1578 | loss: 0.0312401 | val_loss: 0.0312443 | Time: 1194.65 ms
[2022-03-07 11:07:07 main:574] : INFO : Epoch 1579 | loss: 0.0312432 | val_loss: 0.0312412 | Time: 1203.91 ms
[2022-03-07 11:07:09 main:574] : INFO : Epoch 1580 | loss: 0.0312401 | val_loss: 0.031242 | Time: 1302.42 ms
[2022-03-07 11:07:10 main:574] : INFO : Epoch 1581 | loss: 0.0312394 | val_loss: 0.0312404 | Time: 1429.76 ms
[2022-03-07 11:07:11 main:574] : INFO : Epoch 1582 | loss: 0.0312397 | val_loss: 0.0312461 | Time: 1188.79 ms
[2022-03-07 11:07:13 main:574] : INFO : Epoch 1583 | loss: 0.0312421 | val_loss: 0.03124 | Time: 1191.25 ms
[2022-03-07 11:07:14 main:574] : INFO : Epoch 1584 | loss: 0.0312392 | val_loss: 0.0312398 | Time: 1194.49 ms
[2022-03-07 11:07:15 main:574] : INFO : Epoch 1585 | loss: 0.0312399 | val_loss: 0.0312423 | Time: 1194.48 ms
[2022-03-07 11:07:16 main:574] : INFO : Epoch 1586 | loss: 0.0312402 | val_loss: 0.0312459 | Time: 1209.54 ms
[2022-03-07 11:07:17 main:574] : INFO : Epoch 1587 | loss: 0.0312443 | val_loss: 0.031244 | Time: 1196.97 ms
[2022-03-07 11:07:19 main:574] : INFO : Epoch 1588 | loss: 0.0312386 | val_loss: 0.0312386 | Time: 1252.82 ms
[2022-03-07 11:07:20 main:574] : INFO : Epoch 1589 | loss: 0.0312374 | val_loss: 0.0312374 | Time: 1411.7 ms
[2022-03-07 11:07:21 main:574] : INFO : Epoch 1590 | loss: 0.0312381 | val_loss: 0.0312446 | Time: 1202.97 ms
[2022-03-07 11:07:22 main:574] : INFO : Epoch 1591 | loss: 0.031239 | val_loss: 0.0312455 | Time: 1177.13 ms
[2022-03-07 11:07:24 main:574] : INFO : Epoch 1592 | loss: 0.0312387 | val_loss: 0.0312357 | Time: 1201.47 ms
[2022-03-07 11:07:25 main:574] : INFO : Epoch 1593 | loss: 0.0312348 | val_loss: 0.0312346 | Time: 1193.62 ms
[2022-03-07 11:07:26 main:574] : INFO : Epoch 1594 | loss: 0.0312352 | val_loss: 0.031236 | Time: 1186.19 ms
[2022-03-07 11:07:27 main:574] : INFO : Epoch 1595 | loss: 0.0312352 | val_loss: 0.0312344 | Time: 1192.22 ms
[2022-03-07 11:07:28 main:574] : INFO : Epoch 1596 | loss: 0.0312338 | val_loss: 0.0312304 | Time: 1199.39 ms
[2022-03-07 11:07:30 main:574] : INFO : Epoch 1597 | loss: 0.0312326 | val_loss: 0.031232 | Time: 1192.93 ms
[2022-03-07 11:07:31 main:574] : INFO : Epoch 1598 | loss: 0.0312317 | val_loss: 0.031228 | Time: 1208.87 ms
[2022-03-07 11:07:32 main:574] : INFO : Epoch 1599 | loss: 0.0312318 | val_loss: 0.0312278 | Time: 1199.37 ms
[2022-03-07 11:07:33 main:574] : INFO : Epoch 1600 | loss: 0.0312358 | val_loss: 0.0312352 | Time: 1177.27 ms
[2022-03-07 11:07:34 main:574] : INFO : Epoch 1601 | loss: 0.0312311 | val_loss: 0.0312276 | Time: 1177.23 ms
[2022-03-07 11:07:36 main:574] : INFO : Epoch 1602 | loss: 0.0312334 | val_loss: 0.0312309 | Time: 1214.03 ms
[2022-03-07 11:07:37 main:574] : INFO : Epoch 1603 | loss: 0.0312301 | val_loss: 0.0312293 | Time: 1193.15 ms
[2022-03-07 11:07:38 main:574] : INFO : Epoch 1604 | loss: 0.0312306 | val_loss: 0.0312275 | Time: 1211.44 ms
[2022-03-07 11:07:39 main:574] : INFO : Epoch 1605 | loss: 0.0312277 | val_loss: 0.0312229 | Time: 1420.69 ms
[2022-03-07 11:07:41 main:574] : INFO : Epoch 1606 | loss: 0.0312262 | val_loss: 0.0312262 | Time: 1293.75 ms
[2022-03-07 11:07:42 main:574] : INFO : Epoch 1607 | loss: 0.031229 | val_loss: 0.0312265 | Time: 1182.6 ms
[2022-03-07 11:07:43 main:574] : INFO : Epoch 1608 | loss: 0.0312288 | val_loss: 0.0312223 | Time: 1186.93 ms
[2022-03-07 11:07:44 main:574] : INFO : Epoch 1609 | loss: 0.0312262 | val_loss: 0.0312217 | Time: 1188.75 ms
[2022-03-07 11:07:46 main:574] : INFO : Epoch 1610 | loss: 0.0312251 | val_loss: 0.0312234 | Time: 1195.51 ms
[2022-03-07 11:07:47 main:574] : INFO : Epoch 1611 | loss: 0.0312234 | val_loss: 0.0312197 | Time: 1199.67 ms
[2022-03-07 11:07:48 main:574] : INFO : Epoch 1612 | loss: 0.031225 | val_loss: 0.0312199 | Time: 1199.47 ms
[2022-03-07 11:07:49 main:574] : INFO : Epoch 1613 | loss: 0.0312237 | val_loss: 0.0312244 | Time: 1205.43 ms
[2022-03-07 11:07:50 main:574] : INFO : Epoch 1614 | loss: 0.0312259 | val_loss: 0.0312193 | Time: 1195.09 ms
[2022-03-07 11:07:52 main:574] : INFO : Epoch 1615 | loss: 0.0312284 | val_loss: 0.0312208 | Time: 1206.02 ms
[2022-03-07 11:07:53 main:574] : INFO : Epoch 1616 | loss: 0.0312237 | val_loss: 0.0312193 | Time: 1199.78 ms
[2022-03-07 11:07:54 main:574] : INFO : Epoch 1617 | loss: 0.0312289 | val_loss: 0.0312366 | Time: 1196.66 ms
[2022-03-07 11:07:55 main:574] : INFO : Epoch 1618 | loss: 0.0312278 | val_loss: 0.031235 | Time: 1196.92 ms
[2022-03-07 11:07:56 main:574] : INFO : Epoch 1619 | loss: 0.0312256 | val_loss: 0.0312223 | Time: 1196.68 ms
[2022-03-07 11:07:58 main:574] : INFO : Epoch 1620 | loss: 0.0312228 | val_loss: 0.031223 | Time: 1213.38 ms
[2022-03-07 11:07:59 main:574] : INFO : Epoch 1621 | loss: 0.0312217 | val_loss: 0.0312211 | Time: 1320.65 ms
[2022-03-07 11:08:00 main:574] : INFO : Epoch 1622 | loss: 0.031223 | val_loss: 0.0312284 | Time: 1405.92 ms
[2022-03-07 11:08:02 main:574] : INFO : Epoch 1623 | loss: 0.031222 | val_loss: 0.0312227 | Time: 1174.74 ms
[2022-03-07 11:08:03 main:574] : INFO : Epoch 1624 | loss: 0.0312225 | val_loss: 0.0312192 | Time: 1178.31 ms
[2022-03-07 11:08:04 main:574] : INFO : Epoch 1625 | loss: 0.031223 | val_loss: 0.031225 | Time: 1192.99 ms
[2022-03-07 11:08:05 main:574] : INFO : Epoch 1626 | loss: 0.0312255 | val_loss: 0.0312192 | Time: 1186.33 ms
[2022-03-07 11:08:06 main:574] : INFO : Epoch 1627 | loss: 0.0312229 | val_loss: 0.0312315 | Time: 1203.95 ms
[2022-03-07 11:08:08 main:574] : INFO : Epoch 1628 | loss: 0.0312336 | val_loss: 0.0312301 | Time: 1195.38 ms
[2022-03-07 11:08:09 main:574] : INFO : Epoch 1629 | loss: 0.0312259 | val_loss: 0.0312192 | Time: 1189.67 ms
[2022-03-07 11:08:10 main:574] : INFO : Epoch 1630 | loss: 0.0312269 | val_loss: 0.0312266 | Time: 1198.13 ms
[2022-03-07 11:08:11 main:574] : INFO : Epoch 1631 | loss: 0.0312218 | val_loss: 0.0312216 | Time: 1199.36 ms
[2022-03-07 11:08:12 main:574] : INFO : Epoch 1632 | loss: 0.0312209 | val_loss: 0.0312188 | Time: 1202.12 ms
[2022-03-07 11:08:14 main:574] : INFO : Epoch 1633 | loss: 0.0312206 | val_loss: 0.0312184 | Time: 1193.01 ms
[2022-03-07 11:08:15 main:574] : INFO : Epoch 1634 | loss: 0.0312238 | val_loss: 0.0312189 | Time: 1187.95 ms
[2022-03-07 11:08:16 main:574] : INFO : Epoch 1635 | loss: 0.0312328 | val_loss: 0.0312266 | Time: 1198.94 ms
[2022-03-07 11:08:17 main:574] : INFO : Epoch 1636 | loss: 0.0312234 | val_loss: 0.0312185 | Time: 1195.67 ms
[2022-03-07 11:08:18 main:574] : INFO : Epoch 1637 | loss: 0.0312303 | val_loss: 0.0312199 | Time: 1198.4 ms
[2022-03-07 11:08:20 main:574] : INFO : Epoch 1638 | loss: 0.0312226 | val_loss: 0.0312197 | Time: 1176.13 ms
[2022-03-07 11:08:21 main:574] : INFO : Epoch 1639 | loss: 0.0312193 | val_loss: 0.0312182 | Time: 1198.55 ms
[2022-03-07 11:08:22 main:574] : INFO : Epoch 1640 | loss: 0.0312195 | val_loss: 0.031218 | Time: 1196.16 ms
[2022-03-07 11:08:23 main:574] : INFO : Epoch 1641 | loss: 0.0312225 | val_loss: 0.0312232 | Time: 1214.38 ms
[2022-03-07 11:08:24 main:574] : INFO : Epoch 1642 | loss: 0.0312196 | val_loss: 0.0312173 | Time: 1181.62 ms
[2022-03-07 11:08:26 main:574] : INFO : Epoch 1643 | loss: 0.0312206 | val_loss: 0.0312207 | Time: 1194.15 ms
[2022-03-07 11:08:27 main:574] : INFO : Epoch 1644 | loss: 0.0312196 | val_loss: 0.0312171 | Time: 1194.65 ms
[2022-03-07 11:08:28 main:574] : INFO : Epoch 1645 | loss: 0.0312197 | val_loss: 0.0312256 | Time: 1165.14 ms
[2022-03-07 11:08:29 main:574] : INFO : Epoch 1646 | loss: 0.0312223 | val_loss: 0.0312179 | Time: 1199.43 ms
[2022-03-07 11:08:30 main:574] : INFO : Epoch 1647 | loss: 0.0312188 | val_loss: 0.0312208 | Time: 1201.94 ms
[2022-03-07 11:08:31 main:574] : INFO : Epoch 1648 | loss: 0.0312198 | val_loss: 0.031221 | Time: 1198.14 ms
[2022-03-07 11:08:33 main:574] : INFO : Epoch 1649 | loss: 0.0312202 | val_loss: 0.0312182 | Time: 1176.26 ms
[2022-03-07 11:08:34 main:574] : INFO : Epoch 1650 | loss: 0.0312192 | val_loss: 0.0312173 | Time: 1204.81 ms
[2022-03-07 11:08:35 main:574] : INFO : Epoch 1651 | loss: 0.031218 | val_loss: 0.0312168 | Time: 1198.21 ms
[2022-03-07 11:08:36 main:574] : INFO : Epoch 1652 | loss: 0.031219 | val_loss: 0.0312213 | Time: 1210.03 ms
[2022-03-07 11:08:37 main:574] : INFO : Epoch 1653 | loss: 0.0312205 | val_loss: 0.0312252 | Time: 1186.16 ms
[2022-03-07 11:08:39 main:574] : INFO : Epoch 1654 | loss: 0.0312199 | val_loss: 0.0312174 | Time: 1186.03 ms
[2022-03-07 11:08:40 main:574] : INFO : Epoch 1655 | loss: 0.0312192 | val_loss: 0.0312183 | Time: 1188.47 ms
[2022-03-07 11:08:41 main:574] : INFO : Epoch 1656 | loss: 0.0312185 | val_loss: 0.0312172 | Time: 1195.09 ms
[2022-03-07 11:08:42 main:574] : INFO : Epoch 1657 | loss: 0.0312169 | val_loss: 0.0312179 | Time: 1184.08 ms
[2022-03-07 11:08:43 main:574] : INFO : Epoch 1658 | loss: 0.0312202 | val_loss: 0.0312273 | Time: 1190.17 ms
[2022-03-07 11:08:45 main:574] : INFO : Epoch 1659 | loss: 0.0312258 | val_loss: 0.0312179 | Time: 1194.53 ms
[2022-03-07 11:08:46 main:574] : INFO : Epoch 1660 | loss: 0.0312184 | val_loss: 0.031217 | Time: 1193.93 ms
[2022-03-07 11:08:47 main:574] : INFO : Epoch 1661 | loss: 0.0312178 | val_loss: 0.0312165 | Time: 1173.39 ms
[2022-03-07 11:08:48 main:574] : INFO : Epoch 1662 | loss: 0.0312187 | val_loss: 0.031219 | Time: 1196.56 ms
[2022-03-07 11:08:49 main:574] : INFO : Epoch 1663 | loss: 0.0312214 | val_loss: 0.0312163 | Time: 1191.55 ms
[2022-03-07 11:08:51 main:574] : INFO : Epoch 1664 | loss: 0.0312216 | val_loss: 0.0312232 | Time: 1191.12 ms
[2022-03-07 11:08:52 main:574] : INFO : Epoch 1665 | loss: 0.0312188 | val_loss: 0.0312167 | Time: 1188.31 ms
[2022-03-07 11:08:53 main:574] : INFO : Epoch 1666 | loss: 0.0312185 | val_loss: 0.0312244 | Time: 1188.36 ms
[2022-03-07 11:08:54 main:574] : INFO : Epoch 1667 | loss: 0.0312198 | val_loss: 0.0312163 | Time: 1189.47 ms
[2022-03-07 11:08:55 main:574] : INFO : Epoch 1668 | loss: 0.0312166 | val_loss: 0.0312166 | Time: 1187.59 ms
[2022-03-07 11:08:57 main:574] : INFO : Epoch 1669 | loss: 0.0312167 | val_loss: 0.0312158 | Time: 1204.38 ms
[2022-03-07 11:08:58 main:574] : INFO : Epoch 1670 | loss: 0.031216 | val_loss: 0.0312159 | Time: 1184.15 ms
[2022-03-07 11:08:59 main:574] : INFO : Epoch 1671 | loss: 0.0312198 | val_loss: 0.0312213 | Time: 1188.51 ms
[2022-03-07 11:09:00 main:574] : INFO : Epoch 1672 | loss: 0.0312195 | val_loss: 0.0312167 | Time: 1191.87 ms
[2022-03-07 11:09:01 main:574] : INFO : Epoch 1673 | loss: 0.0312165 | val_loss: 0.0312162 | Time: 1176.01 ms
[2022-03-07 11:09:02 main:574] : INFO : Epoch 1674 | loss: 0.0312202 | val_loss: 0.031219 | Time: 1207.84 ms
[2022-03-07 11:09:04 main:574] : INFO : Epoch 1675 | loss: 0.0312201 | val_loss: 0.031221 | Time: 1179.09 ms
[2022-03-07 11:09:05 main:574] : INFO : Epoch 1676 | loss: 0.0312197 | val_loss: 0.0312176 | Time: 1199.44 ms
[2022-03-07 11:09:06 main:574] : INFO : Epoch 1677 | loss: 0.0312227 | val_loss: 0.0312194 | Time: 1198.49 ms
[2022-03-07 11:09:07 main:574] : INFO : Epoch 1678 | loss: 0.0312222 | val_loss: 0.0312229 | Time: 1198.65 ms
[2022-03-07 11:09:08 main:574] : INFO : Epoch 1679 | loss: 0.0312206 | val_loss: 0.0312174 | Time: 1193.24 ms
[2022-03-07 11:09:10 main:574] : INFO : Epoch 1680 | loss: 0.0312195 | val_loss: 0.0312212 | Time: 1196.81 ms
[2022-03-07 11:09:11 main:574] : INFO : Epoch 1681 | loss: 0.0312184 | val_loss: 0.0312153 | Time: 1192.01 ms
[2022-03-07 11:09:12 main:574] : INFO : Epoch 1682 | loss: 0.0312212 | val_loss: 0.0312203 | Time: 1204.91 ms
[2022-03-07 11:09:13 main:574] : INFO : Epoch 1683 | loss: 0.0312255 | val_loss: 0.0312188 | Time: 1200.37 ms
[2022-03-07 11:09:14 main:574] : INFO : Epoch 1684 | loss: 0.0312174 | val_loss: 0.0312171 | Time: 1181.5 ms
[2022-03-07 11:09:16 main:574] : INFO : Epoch 1685 | loss: 0.0312193 | val_loss: 0.0312155 | Time: 1199.13 ms
[2022-03-07 11:09:17 main:574] : INFO : Epoch 1686 | loss: 0.0312166 | val_loss: 0.0312151 | Time: 1205.25 ms
[2022-03-07 11:09:18 main:574] : INFO : Epoch 1687 | loss: 0.0312165 | val_loss: 0.0312156 | Time: 1190.23 ms
[2022-03-07 11:09:19 main:574] : INFO : Epoch 1688 | loss: 0.0312179 | val_loss: 0.0312166 | Time: 1182.43 ms
[2022-03-07 11:09:20 main:574] : INFO : Epoch 1689 | loss: 0.0312174 | val_loss: 0.0312175 | Time: 1185.32 ms
[2022-03-07 11:09:22 main:574] : INFO : Epoch 1690 | loss: 0.0312206 | val_loss: 0.0312234 | Time: 1191.56 ms
[2022-03-07 11:09:23 main:574] : INFO : Epoch 1691 | loss: 0.0312195 | val_loss: 0.0312151 | Time: 1202.1 ms
[2022-03-07 11:09:24 main:574] : INFO : Epoch 1692 | loss: 0.0312169 | val_loss: 0.0312174 | Time: 1207.61 ms
[2022-03-07 11:09:25 main:574] : INFO : Epoch 1693 | loss: 0.0312172 | val_loss: 0.031216 | Time: 1186.53 ms
[2022-03-07 11:09:26 main:574] : INFO : Epoch 1694 | loss: 0.0312148 | val_loss: 0.0312168 | Time: 1182.67 ms
[2022-03-07 11:09:28 main:574] : INFO : Epoch 1695 | loss: 0.0312146 | val_loss: 0.0312179 | Time: 1194.67 ms
[2022-03-07 11:09:29 main:574] : INFO : Epoch 1696 | loss: 0.0312204 | val_loss: 0.0312143 | Time: 1187.9 ms
[2022-03-07 11:09:30 main:574] : INFO : Epoch 1697 | loss: 0.0312274 | val_loss: 0.0312416 | Time: 1199.14 ms
[2022-03-07 11:09:31 main:574] : INFO : Epoch 1698 | loss: 0.0312241 | val_loss: 0.031219 | Time: 1217.51 ms
[2022-03-07 11:09:32 main:574] : INFO : Epoch 1699 | loss: 0.0312192 | val_loss: 0.0312215 | Time: 1173.48 ms
[2022-03-07 11:09:34 main:574] : INFO : Epoch 1700 | loss: 0.0312171 | val_loss: 0.0312152 | Time: 1198.99 ms
[2022-03-07 11:09:35 main:574] : INFO : Epoch 1701 | loss: 0.031215 | val_loss: 0.0312136 | Time: 1204.05 ms
[2022-03-07 11:09:36 main:574] : INFO : Epoch 1702 | loss: 0.0312142 | val_loss: 0.0312142 | Time: 1180.13 ms
[2022-03-07 11:09:37 main:574] : INFO : Epoch 1703 | loss: 0.0312172 | val_loss: 0.0312174 | Time: 1200.21 ms
[2022-03-07 11:09:38 main:574] : INFO : Epoch 1704 | loss: 0.0312201 | val_loss: 0.0312353 | Time: 1194.76 ms
[2022-03-07 11:09:40 main:574] : INFO : Epoch 1705 | loss: 0.0312194 | val_loss: 0.0312155 | Time: 1183.47 ms
[2022-03-07 11:09:41 main:574] : INFO : Epoch 1706 | loss: 0.031217 | val_loss: 0.0312184 | Time: 1174.03 ms
[2022-03-07 11:09:42 main:574] : INFO : Epoch 1707 | loss: 0.0312171 | val_loss: 0.0312238 | Time: 1205.78 ms
[2022-03-07 11:09:43 main:574] : INFO : Epoch 1708 | loss: 0.0312154 | val_loss: 0.0312208 | Time: 1196.64 ms
[2022-03-07 11:09:44 main:574] : INFO : Epoch 1709 | loss: 0.0312181 | val_loss: 0.0312236 | Time: 1180.92 ms
[2022-03-07 11:09:46 main:574] : INFO : Epoch 1710 | loss: 0.0312215 | val_loss: 0.0312152 | Time: 1211.53 ms
[2022-03-07 11:09:47 main:574] : INFO : Epoch 1711 | loss: 0.0312143 | val_loss: 0.0312137 | Time: 1179.29 ms
[2022-03-07 11:09:48 main:574] : INFO : Epoch 1712 | loss: 0.0312184 | val_loss: 0.0312247 | Time: 1186.16 ms
[2022-03-07 11:09:49 main:574] : INFO : Epoch 1713 | loss: 0.0312194 | val_loss: 0.0312167 | Time: 1186.28 ms
[2022-03-07 11:09:50 main:574] : INFO : Epoch 1714 | loss: 0.0312285 | val_loss: 0.0312222 | Time: 1184.19 ms
[2022-03-07 11:09:51 main:574] : INFO : Epoch 1715 | loss: 0.031216 | val_loss: 0.0312135 | Time: 1183.7 ms
[2022-03-07 11:09:53 main:574] : INFO : Epoch 1716 | loss: 0.0312144 | val_loss: 0.0312212 | Time: 1185.8 ms
[2022-03-07 11:09:54 main:574] : INFO : Epoch 1717 | loss: 0.0312159 | val_loss: 0.0312146 | Time: 1195.66 ms
[2022-03-07 11:09:55 main:574] : INFO : Epoch 1718 | loss: 0.0312211 | val_loss: 0.0312244 | Time: 1200.3 ms
[2022-03-07 11:09:56 main:574] : INFO : Epoch 1719 | loss: 0.0312242 | val_loss: 0.0312228 | Time: 1195.32 ms
[2022-03-07 11:09:57 main:574] : INFO : Epoch 1720 | loss: 0.0312212 | val_loss: 0.0312185 | Time: 1202.51 ms
[2022-03-07 11:09:59 main:574] : INFO : Epoch 1721 | loss: 0.0312193 | val_loss: 0.0312181 | Time: 1192.93 ms
[2022-03-07 11:10:00 main:574] : INFO : Epoch 1722 | loss: 0.0312175 | val_loss: 0.0312169 | Time: 1188.33 ms
[2022-03-07 11:10:01 main:574] : INFO : Epoch 1723 | loss: 0.0312201 | val_loss: 0.0312178 | Time: 1197.8 ms
[2022-03-07 11:10:02 main:574] : INFO : Epoch 1724 | loss: 0.0312166 | val_loss: 0.031218 | Time: 1209.05 ms
[2022-03-07 11:10:03 main:574] : INFO : Epoch 1725 | loss: 0.031219 | val_loss: 0.0312136 | Time: 1199.4 ms
[2022-03-07 11:10:05 main:574] : INFO : Epoch 1726 | loss: 0.0312144 | val_loss: 0.0312156 | Time: 1204.53 ms
[2022-03-07 11:10:06 main:574] : INFO : Epoch 1727 | loss: 0.0312133 | val_loss: 0.0312139 | Time: 1195.18 ms
[2022-03-07 11:10:07 main:574] : INFO : Epoch 1728 | loss: 0.0312135 | val_loss: 0.0312179 | Time: 1189.31 ms
[2022-03-07 11:10:08 main:574] : INFO : Epoch 1729 | loss: 0.0312143 | val_loss: 0.0312122 | Time: 1205.17 ms
[2022-03-07 11:10:09 main:574] : INFO : Epoch 1730 | loss: 0.0312161 | val_loss: 0.0312164 | Time: 1188.97 ms
[2022-03-07 11:10:11 main:574] : INFO : Epoch 1731 | loss: 0.0312179 | val_loss: 0.0312152 | Time: 1194.1 ms
[2022-03-07 11:10:12 main:574] : INFO : Epoch 1732 | loss: 0.0312147 | val_loss: 0.0312127 | Time: 1193.48 ms
[2022-03-07 11:10:13 main:574] : INFO : Epoch 1733 | loss: 0.0312161 | val_loss: 0.0312125 | Time: 1196.23 ms
[2022-03-07 11:10:14 main:574] : INFO : Epoch 1734 | loss: 0.0312164 | val_loss: 0.031214 | Time: 1182.28 ms
[2022-03-07 11:10:15 main:574] : INFO : Epoch 1735 | loss: 0.0312145 | val_loss: 0.0312195 | Time: 1179.99 ms
[2022-03-07 11:10:17 main:574] : INFO : Epoch 1736 | loss: 0.0312132 | val_loss: 0.0312122 | Time: 1195.12 ms
[2022-03-07 11:10:18 main:574] : INFO : Epoch 1737 | loss: 0.031215 | val_loss: 0.0312136 | Time: 1182.2 ms
[2022-03-07 11:10:19 main:574] : INFO : Epoch 1738 | loss: 0.031214 | val_loss: 0.0312134 | Time: 1193.49 ms
[2022-03-07 11:10:20 main:574] : INFO : Epoch 1739 | loss: 0.0312183 | val_loss: 0.0312201 | Time: 1202.68 ms
[2022-03-07 11:10:21 main:574] : INFO : Epoch 1740 | loss: 0.0312208 | val_loss: 0.0312131 | Time: 1183.52 ms
[2022-03-07 11:10:23 main:574] : INFO : Epoch 1741 | loss: 0.0312125 | val_loss: 0.0312116 | Time: 1202.93 ms
[2022-03-07 11:10:24 main:574] : INFO : Epoch 1742 | loss: 0.0312123 | val_loss: 0.0312138 | Time: 1175.2 ms
[2022-03-07 11:10:25 main:574] : INFO : Epoch 1743 | loss: 0.0312123 | val_loss: 0.0312112 | Time: 1209.22 ms
[2022-03-07 11:10:26 main:574] : INFO : Epoch 1744 | loss: 0.0312158 | val_loss: 0.0312166 | Time: 1217.7 ms
[2022-03-07 11:10:27 main:574] : INFO : Epoch 1745 | loss: 0.0312164 | val_loss: 0.0312155 | Time: 1193.3 ms
[2022-03-07 11:10:28 main:574] : INFO : Epoch 1746 | loss: 0.0312174 | val_loss: 0.0312121 | Time: 1189.48 ms
[2022-03-07 11:10:30 main:574] : INFO : Epoch 1747 | loss: 0.0312162 | val_loss: 0.031214 | Time: 1185.62 ms
[2022-03-07 11:10:31 main:574] : INFO : Epoch 1748 | loss: 0.0312134 | val_loss: 0.0312231 | Time: 1180.53 ms
[2022-03-07 11:10:32 main:574] : INFO : Epoch 1749 | loss: 0.031217 | val_loss: 0.0312234 | Time: 1204.81 ms
[2022-03-07 11:10:33 main:574] : INFO : Epoch 1750 | loss: 0.0312142 | val_loss: 0.0312122 | Time: 1177.35 ms
[2022-03-07 11:10:34 main:574] : INFO : Epoch 1751 | loss: 0.0312124 | val_loss: 0.0312201 | Time: 1205.13 ms
[2022-03-07 11:10:36 main:574] : INFO : Epoch 1752 | loss: 0.0312195 | val_loss: 0.0312247 | Time: 1194.69 ms
[2022-03-07 11:10:37 main:574] : INFO : Epoch 1753 | loss: 0.0312172 | val_loss: 0.0312227 | Time: 1174.52 ms
[2022-03-07 11:10:38 main:574] : INFO : Epoch 1754 | loss: 0.0312151 | val_loss: 0.0312151 | Time: 1204.19 ms
[2022-03-07 11:10:39 main:574] : INFO : Epoch 1755 | loss: 0.0312244 | val_loss: 0.0312184 | Time: 1217.97 ms
[2022-03-07 11:10:40 main:574] : INFO : Epoch 1756 | loss: 0.031217 | val_loss: 0.0312169 | Time: 1192.24 ms
[2022-03-07 11:10:42 main:574] : INFO : Epoch 1757 | loss: 0.0312159 | val_loss: 0.0312136 | Time: 1185.14 ms
[2022-03-07 11:10:43 main:574] : INFO : Epoch 1758 | loss: 0.0312117 | val_loss: 0.0312136 | Time: 1205.02 ms
[2022-03-07 11:10:44 main:574] : INFO : Epoch 1759 | loss: 0.0312117 | val_loss: 0.0312231 | Time: 1198.03 ms
[2022-03-07 11:10:45 main:574] : INFO : Epoch 1760 | loss: 0.0312142 | val_loss: 0.0312133 | Time: 1182.62 ms
[2022-03-07 11:10:46 main:574] : INFO : Epoch 1761 | loss: 0.0312127 | val_loss: 0.0312109 | Time: 1192.39 ms
[2022-03-07 11:10:48 main:574] : INFO : Epoch 1762 | loss: 0.0312107 | val_loss: 0.0312111 | Time: 1188.54 ms
[2022-03-07 11:10:49 main:574] : INFO : Epoch 1763 | loss: 0.0312122 | val_loss: 0.0312103 | Time: 1187.77 ms
[2022-03-07 11:10:50 main:574] : INFO : Epoch 1764 | loss: 0.0312123 | val_loss: 0.0312101 | Time: 1200.21 ms
[2022-03-07 11:10:51 main:574] : INFO : Epoch 1765 | loss: 0.0312127 | val_loss: 0.0312139 | Time: 1197.84 ms
[2022-03-07 11:10:52 main:574] : INFO : Epoch 1766 | loss: 0.0312128 | val_loss: 0.0312101 | Time: 1204.07 ms
[2022-03-07 11:10:54 main:574] : INFO : Epoch 1767 | loss: 0.0312122 | val_loss: 0.0312168 | Time: 1198.12 ms
[2022-03-07 11:10:55 main:574] : INFO : Epoch 1768 | loss: 0.031211 | val_loss: 0.0312112 | Time: 1197.21 ms
[2022-03-07 11:10:56 main:574] : INFO : Epoch 1769 | loss: 0.0312123 | val_loss: 0.0312119 | Time: 1186.41 ms
[2022-03-07 11:10:57 main:574] : INFO : Epoch 1770 | loss: 0.031214 | val_loss: 0.0312207 | Time: 1197.99 ms
[2022-03-07 11:10:58 main:574] : INFO : Epoch 1771 | loss: 0.0312152 | val_loss: 0.0312113 | Time: 1186.92 ms
[2022-03-07 11:11:00 main:574] : INFO : Epoch 1772 | loss: 0.0312102 | val_loss: 0.0312117 | Time: 1183.72 ms
[2022-03-07 11:11:01 main:574] : INFO : Epoch 1773 | loss: 0.0312104 | val_loss: 0.0312106 | Time: 1183.07 ms
[2022-03-07 11:11:02 main:574] : INFO : Epoch 1774 | loss: 0.0312152 | val_loss: 0.0312114 | Time: 1211.34 ms
[2022-03-07 11:11:03 main:574] : INFO : Epoch 1775 | loss: 0.0312118 | val_loss: 0.0312129 | Time: 1200.32 ms
[2022-03-07 11:11:04 main:574] : INFO : Epoch 1776 | loss: 0.0312113 | val_loss: 0.0312231 | Time: 1192.43 ms
[2022-03-07 11:11:06 main:574] : INFO : Epoch 1777 | loss: 0.0312132 | val_loss: 0.0312296 | Time: 1198.47 ms
[2022-03-07 11:11:07 main:574] : INFO : Epoch 1778 | loss: 0.0312158 | val_loss: 0.0312193 | Time: 1203.14 ms
[2022-03-07 11:11:08 main:574] : INFO : Epoch 1779 | loss: 0.0312164 | val_loss: 0.0312114 | Time: 1183.32 ms
[2022-03-07 11:11:09 main:574] : INFO : Epoch 1780 | loss: 0.031212 | val_loss: 0.0312204 | Time: 1198.52 ms
[2022-03-07 11:11:10 main:574] : INFO : Epoch 1781 | loss: 0.0312119 | val_loss: 0.0312125 | Time: 1192.98 ms
[2022-03-07 11:11:12 main:574] : INFO : Epoch 1782 | loss: 0.0312104 | val_loss: 0.0312111 | Time: 1193.21 ms
[2022-03-07 11:11:13 main:574] : INFO : Epoch 1783 | loss: 0.031212 | val_loss: 0.0312211 | Time: 1195.71 ms
[2022-03-07 11:11:14 main:574] : INFO : Epoch 1784 | loss: 0.0312111 | val_loss: 0.0312095 | Time: 1190.03 ms
[2022-03-07 11:11:15 main:574] : INFO : Epoch 1785 | loss: 0.0312095 | val_loss: 0.0312101 | Time: 1195.68 ms
[2022-03-07 11:11:16 main:574] : INFO : Epoch 1786 | loss: 0.0312097 | val_loss: 0.0312096 | Time: 1209.42 ms
[2022-03-07 11:11:18 main:574] : INFO : Epoch 1787 | loss: 0.0312087 | val_loss: 0.0312154 | Time: 1186.08 ms
[2022-03-07 11:11:19 main:574] : INFO : Epoch 1788 | loss: 0.0312115 | val_loss: 0.0312104 | Time: 1186.01 ms
[2022-03-07 11:11:20 main:574] : INFO : Epoch 1789 | loss: 0.0312107 | val_loss: 0.0312141 | Time: 1193.13 ms
[2022-03-07 11:11:21 main:574] : INFO : Epoch 1790 | loss: 0.031211 | val_loss: 0.0312093 | Time: 1178.4 ms
[2022-03-07 11:11:22 main:574] : INFO : Epoch 1791 | loss: 0.0312094 | val_loss: 0.0312141 | Time: 1198.57 ms
[2022-03-07 11:11:23 main:574] : INFO : Epoch 1792 | loss: 0.031209 | val_loss: 0.0312096 | Time: 1201.41 ms
[2022-03-07 11:11:25 main:574] : INFO : Epoch 1793 | loss: 0.0312093 | val_loss: 0.0312153 | Time: 1184.76 ms
[2022-03-07 11:11:26 main:574] : INFO : Epoch 1794 | loss: 0.0312209 | val_loss: 0.031219 | Time: 1178.29 ms
[2022-03-07 11:11:27 main:574] : INFO : Epoch 1795 | loss: 0.0312153 | val_loss: 0.0312094 | Time: 1193.3 ms
[2022-03-07 11:11:28 main:574] : INFO : Epoch 1796 | loss: 0.0312088 | val_loss: 0.0312125 | Time: 1216.05 ms
[2022-03-07 11:11:29 main:574] : INFO : Epoch 1797 | loss: 0.0312098 | val_loss: 0.0312088 | Time: 1190.14 ms
[2022-03-07 11:11:31 main:574] : INFO : Epoch 1798 | loss: 0.0312081 | val_loss: 0.0312087 | Time: 1199.3 ms
[2022-03-07 11:11:32 main:574] : INFO : Epoch 1799 | loss: 0.0312104 | val_loss: 0.0312118 | Time: 1191.69 ms
[2022-03-07 11:11:33 main:574] : INFO : Epoch 1800 | loss: 0.031208 | val_loss: 0.0312165 | Time: 1179.5 ms
[2022-03-07 11:11:34 main:574] : INFO : Epoch 1801 | loss: 0.0312123 | val_loss: 0.031214 | Time: 1185.8 ms
[2022-03-07 11:11:35 main:574] : INFO : Epoch 1802 | loss: 0.0312089 | val_loss: 0.031211 | Time: 1176.9 ms
[2022-03-07 11:11:37 main:574] : INFO : Epoch 1803 | loss: 0.0312092 | val_loss: 0.0312184 | Time: 1189.53 ms
[2022-03-07 11:11:38 main:574] : INFO : Epoch 1804 | loss: 0.0312178 | val_loss: 0.0312142 | Time: 1197.5 ms
[2022-03-07 11:11:39 main:574] : INFO : Epoch 1805 | loss: 0.0312134 | val_loss: 0.031209 | Time: 1181.21 ms
[2022-03-07 11:11:40 main:574] : INFO : Epoch 1806 | loss: 0.0312165 | val_loss: 0.0312196 | Time: 1191.08 ms
[2022-03-07 11:11:41 main:574] : INFO : Epoch 1807 | loss: 0.0312158 | val_loss: 0.03121 | Time: 1183.09 ms
[2022-03-07 11:11:43 main:574] : INFO : Epoch 1808 | loss: 0.0312105 | val_loss: 0.0312154 | Time: 1179.82 ms
[2022-03-07 11:11:44 main:574] : INFO : Epoch 1809 | loss: 0.0312091 | val_loss: 0.031211 | Time: 1181.28 ms
[2022-03-07 11:11:45 main:574] : INFO : Epoch 1810 | loss: 0.0312106 | val_loss: 0.0312102 | Time: 1190.75 ms
[2022-03-07 11:11:46 main:574] : INFO : Epoch 1811 | loss: 0.031212 | val_loss: 0.0312128 | Time: 1182.39 ms
[2022-03-07 11:11:47 main:574] : INFO : Epoch 1812 | loss: 0.0312135 | val_loss: 0.0312105 | Time: 1184.84 ms
[2022-03-07 11:11:48 main:574] : INFO : Epoch 1813 | loss: 0.0312082 | val_loss: 0.0312089 | Time: 1185.44 ms
[2022-03-07 11:11:50 main:574] : INFO : Epoch 1814 | loss: 0.031207 | val_loss: 0.031208 | Time: 1180.95 ms
[2022-03-07 11:11:51 main:574] : INFO : Epoch 1815 | loss: 0.0312094 | val_loss: 0.0312148 | Time: 1203.69 ms
[2022-03-07 11:11:52 main:574] : INFO : Epoch 1816 | loss: 0.0312157 | val_loss: 0.0312183 | Time: 1181.79 ms
[2022-03-07 11:11:53 main:574] : INFO : Epoch 1817 | loss: 0.0312133 | val_loss: 0.0312092 | Time: 1196.97 ms
[2022-03-07 11:11:54 main:574] : INFO : Epoch 1818 | loss: 0.0312127 | val_loss: 0.0312147 | Time: 1198.53 ms
[2022-03-07 11:11:56 main:574] : INFO : Epoch 1819 | loss: 0.031213 | val_loss: 0.0312092 | Time: 1189.56 ms
[2022-03-07 11:11:57 main:574] : INFO : Epoch 1820 | loss: 0.0312129 | val_loss: 0.0312155 | Time: 1179.29 ms
[2022-03-07 11:11:58 main:574] : INFO : Epoch 1821 | loss: 0.0312153 | val_loss: 0.0312116 | Time: 1189.91 ms
[2022-03-07 11:11:59 main:574] : INFO : Epoch 1822 | loss: 0.0312097 | val_loss: 0.0312108 | Time: 1213.74 ms
[2022-03-07 11:12:00 main:574] : INFO : Epoch 1823 | loss: 0.0312113 | val_loss: 0.0312138 | Time: 1208.87 ms
[2022-03-07 11:12:02 main:574] : INFO : Epoch 1824 | loss: 0.0312114 | val_loss: 0.0312115 | Time: 1199.25 ms
[2022-03-07 11:12:03 main:574] : INFO : Epoch 1825 | loss: 0.0312105 | val_loss: 0.0312179 | Time: 1184.81 ms
[2022-03-07 11:12:04 main:574] : INFO : Epoch 1826 | loss: 0.0312102 | val_loss: 0.0312078 | Time: 1173.31 ms
[2022-03-07 11:12:05 main:574] : INFO : Epoch 1827 | loss: 0.0312076 | val_loss: 0.0312078 | Time: 1189.25 ms
[2022-03-07 11:12:06 main:574] : INFO : Epoch 1828 | loss: 0.0312084 | val_loss: 0.0312069 | Time: 1182.42 ms
[2022-03-07 11:12:08 main:574] : INFO : Epoch 1829 | loss: 0.0312054 | val_loss: 0.0312077 | Time: 1187.93 ms
[2022-03-07 11:12:09 main:574] : INFO : Epoch 1830 | loss: 0.0312065 | val_loss: 0.0312066 | Time: 1190.68 ms
[2022-03-07 11:12:10 main:574] : INFO : Epoch 1831 | loss: 0.0312061 | val_loss: 0.031207 | Time: 1196.94 ms
[2022-03-07 11:12:11 main:574] : INFO : Epoch 1832 | loss: 0.0312124 | val_loss: 0.0312067 | Time: 1181.64 ms
[2022-03-07 11:12:12 main:574] : INFO : Epoch 1833 | loss: 0.0312082 | val_loss: 0.0312056 | Time: 1199.61 ms
[2022-03-07 11:12:13 main:574] : INFO : Epoch 1834 | loss: 0.0312054 | val_loss: 0.0312098 | Time: 1191.23 ms
[2022-03-07 11:12:15 main:574] : INFO : Epoch 1835 | loss: 0.0312054 | val_loss: 0.0312063 | Time: 1189.87 ms
[2022-03-07 11:12:16 main:574] : INFO : Epoch 1836 | loss: 0.0312103 | val_loss: 0.0312073 | Time: 1191.21 ms
[2022-03-07 11:12:17 main:574] : INFO : Epoch 1837 | loss: 0.0312068 | val_loss: 0.0312082 | Time: 1170.1 ms
[2022-03-07 11:12:18 main:574] : INFO : Epoch 1838 | loss: 0.031208 | val_loss: 0.0312061 | Time: 1193.81 ms
[2022-03-07 11:12:19 main:574] : INFO : Epoch 1839 | loss: 0.0312084 | val_loss: 0.0312069 | Time: 1178.88 ms
[2022-03-07 11:12:21 main:574] : INFO : Epoch 1840 | loss: 0.0312047 | val_loss: 0.0312057 | Time: 1197.9 ms
[2022-03-07 11:12:22 main:574] : INFO : Epoch 1841 | loss: 0.0312069 | val_loss: 0.0312173 | Time: 1204.98 ms
[2022-03-07 11:12:23 main:574] : INFO : Epoch 1842 | loss: 0.0312073 | val_loss: 0.031213 | Time: 1192.68 ms
[2022-03-07 11:12:24 main:574] : INFO : Epoch 1843 | loss: 0.0312072 | val_loss: 0.0312172 | Time: 1188.53 ms
[2022-03-07 11:12:25 main:574] : INFO : Epoch 1844 | loss: 0.0312106 | val_loss: 0.0312121 | Time: 1176.97 ms
[2022-03-07 11:12:27 main:574] : INFO : Epoch 1845 | loss: 0.0312112 | val_loss: 0.031212 | Time: 1179.8 ms
[2022-03-07 11:12:28 main:574] : INFO : Epoch 1846 | loss: 0.0312099 | val_loss: 0.0312104 | Time: 1185.39 ms
[2022-03-07 11:12:29 main:574] : INFO : Epoch 1847 | loss: 0.0312074 | val_loss: 0.0312073 | Time: 1188.24 ms
[2022-03-07 11:12:30 main:574] : INFO : Epoch 1848 | loss: 0.0312081 | val_loss: 0.0312206 | Time: 1184.89 ms
[2022-03-07 11:12:31 main:574] : INFO : Epoch 1849 | loss: 0.0312097 | val_loss: 0.0312052 | Time: 1203.72 ms
[2022-03-07 11:12:33 main:574] : INFO : Epoch 1850 | loss: 0.0312078 | val_loss: 0.031207 | Time: 1194.08 ms
[2022-03-07 11:12:34 main:574] : INFO : Epoch 1851 | loss: 0.0312073 | val_loss: 0.0312067 | Time: 1206.05 ms
[2022-03-07 11:12:35 main:574] : INFO : Epoch 1852 | loss: 0.031209 | val_loss: 0.0312313 | Time: 1181.93 ms
[2022-03-07 11:12:36 main:574] : INFO : Epoch 1853 | loss: 0.0312145 | val_loss: 0.0312126 | Time: 1189.08 ms
[2022-03-07 11:12:37 main:574] : INFO : Epoch 1854 | loss: 0.0312132 | val_loss: 0.0312101 | Time: 1193.31 ms
[2022-03-07 11:12:38 main:574] : INFO : Epoch 1855 | loss: 0.0312103 | val_loss: 0.0312064 | Time: 1186.11 ms
[2022-03-07 11:12:40 main:574] : INFO : Epoch 1856 | loss: 0.0312088 | val_loss: 0.0312057 | Time: 1184.57 ms
[2022-03-07 11:12:41 main:574] : INFO : Epoch 1857 | loss: 0.0312086 | val_loss: 0.0312156 | Time: 1201.06 ms
[2022-03-07 11:12:42 main:574] : INFO : Epoch 1858 | loss: 0.0312139 | val_loss: 0.0312106 | Time: 1203.41 ms
[2022-03-07 11:12:43 main:574] : INFO : Epoch 1859 | loss: 0.0312096 | val_loss: 0.031207 | Time: 1202.9 ms
[2022-03-07 11:12:44 main:574] : INFO : Epoch 1860 | loss: 0.031206 | val_loss: 0.0312049 | Time: 1189.85 ms
[2022-03-07 11:12:46 main:574] : INFO : Epoch 1861 | loss: 0.0312067 | val_loss: 0.0312101 | Time: 1178.01 ms
[2022-03-07 11:12:47 main:574] : INFO : Epoch 1862 | loss: 0.0312061 | val_loss: 0.0312075 | Time: 1204.94 ms
[2022-03-07 11:12:48 main:574] : INFO : Epoch 1863 | loss: 0.0312057 | val_loss: 0.0312056 | Time: 1187.43 ms
[2022-03-07 11:12:49 main:574] : INFO : Epoch 1864 | loss: 0.0312058 | val_loss: 0.0312043 | Time: 1192.89 ms
[2022-03-07 11:12:50 main:574] : INFO : Epoch 1865 | loss: 0.0312058 | val_loss: 0.0312121 | Time: 1197.28 ms
[2022-03-07 11:12:52 main:574] : INFO : Epoch 1866 | loss: 0.0312045 | val_loss: 0.0312053 | Time: 1199.51 ms
[2022-03-07 11:12:53 main:574] : INFO : Epoch 1867 | loss: 0.0312054 | val_loss: 0.0312102 | Time: 1176.1 ms
[2022-03-07 11:12:54 main:574] : INFO : Epoch 1868 | loss: 0.0312157 | val_loss: 0.0312155 | Time: 1187.91 ms
[2022-03-07 11:12:55 main:574] : INFO : Epoch 1869 | loss: 0.0312092 | val_loss: 0.0312054 | Time: 1195.81 ms
[2022-03-07 11:12:56 main:574] : INFO : Epoch 1870 | loss: 0.0312071 | val_loss: 0.0312064 | Time: 1186.49 ms
[2022-03-07 11:12:58 main:574] : INFO : Epoch 1871 | loss: 0.031204 | val_loss: 0.0312046 | Time: 1192.45 ms
[2022-03-07 11:12:59 main:574] : INFO : Epoch 1872 | loss: 0.031203 | val_loss: 0.0312093 | Time: 1184.64 ms
[2022-03-07 11:13:00 main:574] : INFO : Epoch 1873 | loss: 0.0312038 | val_loss: 0.0312041 | Time: 1178.9 ms
[2022-03-07 11:13:01 main:574] : INFO : Epoch 1874 | loss: 0.0312028 | val_loss: 0.031212 | Time: 1192.74 ms
[2022-03-07 11:13:02 main:574] : INFO : Epoch 1875 | loss: 0.031205 | val_loss: 0.031205 | Time: 1202.63 ms
[2022-03-07 11:13:04 main:574] : INFO : Epoch 1876 | loss: 0.0312087 | val_loss: 0.0312047 | Time: 1199.65 ms
[2022-03-07 11:13:05 main:574] : INFO : Epoch 1877 | loss: 0.031206 | val_loss: 0.0312067 | Time: 1202.31 ms
[2022-03-07 11:13:06 main:574] : INFO : Epoch 1878 | loss: 0.0312046 | val_loss: 0.0312077 | Time: 1196.67 ms
[2022-03-07 11:13:07 main:574] : INFO : Epoch 1879 | loss: 0.0312083 | val_loss: 0.0312113 | Time: 1191.93 ms
[2022-03-07 11:13:08 main:574] : INFO : Epoch 1880 | loss: 0.0312112 | val_loss: 0.0312103 | Time: 1202.53 ms
[2022-03-07 11:13:10 main:574] : INFO : Epoch 1881 | loss: 0.0312073 | val_loss: 0.0312071 | Time: 1188.89 ms
[2022-03-07 11:13:11 main:574] : INFO : Epoch 1882 | loss: 0.0312056 | val_loss: 0.0312051 | Time: 1187.88 ms
[2022-03-07 11:13:12 main:574] : INFO : Epoch 1883 | loss: 0.0312037 | val_loss: 0.0312202 | Time: 1193.3 ms
[2022-03-07 11:13:13 main:574] : INFO : Epoch 1884 | loss: 0.0312098 | val_loss: 0.0312047 | Time: 1186.72 ms
[2022-03-07 11:13:14 main:574] : INFO : Epoch 1885 | loss: 0.0312061 | val_loss: 0.0312041 | Time: 1176.8 ms
[2022-03-07 11:13:15 main:574] : INFO : Epoch 1886 | loss: 0.0312035 | val_loss: 0.0312043 | Time: 1199.32 ms
[2022-03-07 11:13:17 main:574] : INFO : Epoch 1887 | loss: 0.0312048 | val_loss: 0.0312043 | Time: 1192.3 ms
[2022-03-07 11:13:18 main:574] : INFO : Epoch 1888 | loss: 0.0312018 | val_loss: 0.0312045 | Time: 1187.44 ms
[2022-03-07 11:13:19 main:574] : INFO : Epoch 1889 | loss: 0.0312045 | val_loss: 0.0312169 | Time: 1181.56 ms
[2022-03-07 11:13:20 main:574] : INFO : Epoch 1890 | loss: 0.031206 | val_loss: 0.0312052 | Time: 1187.78 ms
[2022-03-07 11:13:21 main:574] : INFO : Epoch 1891 | loss: 0.0312044 | val_loss: 0.0312063 | Time: 1177.8 ms
[2022-03-07 11:13:23 main:574] : INFO : Epoch 1892 | loss: 0.0312065 | val_loss: 0.0312098 | Time: 1185.89 ms
[2022-03-07 11:13:24 main:574] : INFO : Epoch 1893 | loss: 0.0312121 | val_loss: 0.0312133 | Time: 1179.73 ms
[2022-03-07 11:13:25 main:574] : INFO : Epoch 1894 | loss: 0.0312128 | val_loss: 0.0312252 | Time: 1192.57 ms
[2022-03-07 11:13:26 main:574] : INFO : Epoch 1895 | loss: 0.0312106 | val_loss: 0.0312069 | Time: 1200.63 ms
[2022-03-07 11:13:27 main:574] : INFO : Epoch 1896 | loss: 0.0312077 | val_loss: 0.0312071 | Time: 1169.54 ms
[2022-03-07 11:13:29 main:574] : INFO : Epoch 1897 | loss: 0.0312037 | val_loss: 0.031205 | Time: 1186.44 ms
[2022-03-07 11:13:30 main:574] : INFO : Epoch 1898 | loss: 0.0312023 | val_loss: 0.0312084 | Time: 1177.85 ms
[2022-03-07 11:13:31 main:574] : INFO : Epoch 1899 | loss: 0.0312059 | val_loss: 0.031207 | Time: 1196.51 ms
[2022-03-07 11:13:32 main:574] : INFO : Epoch 1900 | loss: 0.0312108 | val_loss: 0.031216 | Time: 1205.13 ms
[2022-03-07 11:13:33 main:574] : INFO : Epoch 1901 | loss: 0.0312074 | val_loss: 0.0312069 | Time: 1180.91 ms
[2022-03-07 11:13:34 main:574] : INFO : Epoch 1902 | loss: 0.0312078 | val_loss: 0.0312067 | Time: 1193.56 ms
[2022-03-07 11:13:36 main:574] : INFO : Epoch 1903 | loss: 0.0312091 | val_loss: 0.0312062 | Time: 1195.99 ms
[2022-03-07 11:13:37 main:574] : INFO : Epoch 1904 | loss: 0.0312079 | val_loss: 0.0312125 | Time: 1190.89 ms
[2022-03-07 11:13:38 main:574] : INFO : Epoch 1905 | loss: 0.0312044 | val_loss: 0.0312034 | Time: 1187.3 ms
[2022-03-07 11:13:39 main:574] : INFO : Epoch 1906 | loss: 0.0312024 | val_loss: 0.0312057 | Time: 1201.57 ms
[2022-03-07 11:13:40 main:574] : INFO : Epoch 1907 | loss: 0.0312041 | val_loss: 0.031207 | Time: 1190.67 ms
[2022-03-07 11:13:42 main:574] : INFO : Epoch 1908 | loss: 0.0312039 | val_loss: 0.0312056 | Time: 1189.74 ms
[2022-03-07 11:13:43 main:574] : INFO : Epoch 1909 | loss: 0.0312028 | val_loss: 0.0312042 | Time: 1200.84 ms
[2022-03-07 11:13:44 main:574] : INFO : Epoch 1910 | loss: 0.0312026 | val_loss: 0.0312035 | Time: 1187.86 ms
[2022-03-07 11:13:45 main:574] : INFO : Epoch 1911 | loss: 0.0312021 | val_loss: 0.0312029 | Time: 1189.81 ms
[2022-03-07 11:13:46 main:574] : INFO : Epoch 1912 | loss: 0.0312041 | val_loss: 0.0312089 | Time: 1210.25 ms
[2022-03-07 11:13:48 main:574] : INFO : Epoch 1913 | loss: 0.0312064 | val_loss: 0.0312027 | Time: 1196.51 ms
[2022-03-07 11:13:49 main:574] : INFO : Epoch 1914 | loss: 0.0312019 | val_loss: 0.0312024 | Time: 1179.89 ms
[2022-03-07 11:13:50 main:574] : INFO : Epoch 1915 | loss: 0.0312022 | val_loss: 0.0312033 | Time: 1194.67 ms
[2022-03-07 11:13:51 main:574] : INFO : Epoch 1916 | loss: 0.0312042 | val_loss: 0.0312188 | Time: 1171.9 ms
[2022-03-07 11:13:52 main:574] : INFO : Epoch 1917 | loss: 0.0312101 | val_loss: 0.031211 | Time: 1197.99 ms
[2022-03-07 11:13:54 main:574] : INFO : Epoch 1918 | loss: 0.0312054 | val_loss: 0.0312037 | Time: 1178.59 ms
[2022-03-07 11:13:55 main:574] : INFO : Epoch 1919 | loss: 0.0312051 | val_loss: 0.0312062 | Time: 1173.73 ms
[2022-03-07 11:13:56 main:574] : INFO : Epoch 1920 | loss: 0.0312076 | val_loss: 0.0312109 | Time: 1201.25 ms
[2022-03-07 11:13:57 main:574] : INFO : Epoch 1921 | loss: 0.0312065 | val_loss: 0.0312042 | Time: 1185.46 ms
[2022-03-07 11:13:58 main:574] : INFO : Epoch 1922 | loss: 0.031204 | val_loss: 0.031205 | Time: 1176.21 ms
[2022-03-07 11:13:59 main:574] : INFO : Epoch 1923 | loss: 0.0312029 | val_loss: 0.0312042 | Time: 1171.34 ms
[2022-03-07 11:14:01 main:574] : INFO : Epoch 1924 | loss: 0.031203 | val_loss: 0.0312025 | Time: 1187.16 ms
[2022-03-07 11:14:02 main:574] : INFO : Epoch 1925 | loss: 0.031201 | val_loss: 0.0312023 | Time: 1193.49 ms
[2022-03-07 11:14:03 main:574] : INFO : Epoch 1926 | loss: 0.0312006 | val_loss: 0.031204 | Time: 1188.83 ms
[2022-03-07 11:14:04 main:574] : INFO : Epoch 1927 | loss: 0.0312015 | val_loss: 0.0312037 | Time: 1207.2 ms
[2022-03-07 11:14:05 main:574] : INFO : Epoch 1928 | loss: 0.0312002 | val_loss: 0.0312047 | Time: 1204.49 ms
[2022-03-07 11:14:07 main:574] : INFO : Epoch 1929 | loss: 0.0312023 | val_loss: 0.0312043 | Time: 1197.64 ms
[2022-03-07 11:14:08 main:574] : INFO : Epoch 1930 | loss: 0.0312013 | val_loss: 0.0312031 | Time: 1178.32 ms
[2022-03-07 11:14:09 main:574] : INFO : Epoch 1931 | loss: 0.0312031 | val_loss: 0.0312222 | Time: 1192.4 ms
[2022-03-07 11:14:10 main:574] : INFO : Epoch 1932 | loss: 0.0312063 | val_loss: 0.0312061 | Time: 1198.59 ms
[2022-03-07 11:14:11 main:574] : INFO : Epoch 1933 | loss: 0.0312034 | val_loss: 0.0312041 | Time: 1189.52 ms
[2022-03-07 11:14:13 main:574] : INFO : Epoch 1934 | loss: 0.0312053 | val_loss: 0.0312039 | Time: 1195.85 ms
[2022-03-07 11:14:14 main:574] : INFO : Epoch 1935 | loss: 0.0312048 | val_loss: 0.0312034 | Time: 1193.29 ms
[2022-03-07 11:14:15 main:574] : INFO : Epoch 1936 | loss: 0.0312087 | val_loss: 0.0312048 | Time: 1196.86 ms
[2022-03-07 11:14:16 main:574] : INFO : Epoch 1937 | loss: 0.0312008 | val_loss: 0.0312022 | Time: 1174.01 ms
[2022-03-07 11:14:17 main:574] : INFO : Epoch 1938 | loss: 0.0312035 | val_loss: 0.0312066 | Time: 1181.66 ms
[2022-03-07 11:14:19 main:574] : INFO : Epoch 1939 | loss: 0.0312002 | val_loss: 0.0312016 | Time: 1192.89 ms
[2022-03-07 11:14:20 main:574] : INFO : Epoch 1940 | loss: 0.0312002 | val_loss: 0.0312017 | Time: 1186.35 ms
[2022-03-07 11:14:21 main:574] : INFO : Epoch 1941 | loss: 0.0312037 | val_loss: 0.0312025 | Time: 1180.51 ms
[2022-03-07 11:14:22 main:574] : INFO : Epoch 1942 | loss: 0.0311998 | val_loss: 0.0312027 | Time: 1183.12 ms
[2022-03-07 11:14:23 main:574] : INFO : Epoch 1943 | loss: 0.0312012 | val_loss: 0.0312034 | Time: 1186.09 ms
[2022-03-07 11:14:25 main:574] : INFO : Epoch 1944 | loss: 0.0312052 | val_loss: 0.031203 | Time: 1195.38 ms
[2022-03-07 11:14:26 main:574] : INFO : Epoch 1945 | loss: 0.0311998 | val_loss: 0.0312032 | Time: 1184.4 ms
[2022-03-07 11:14:27 main:574] : INFO : Epoch 1946 | loss: 0.0312002 | val_loss: 0.0312011 | Time: 1185.49 ms
[2022-03-07 11:14:28 main:574] : INFO : Epoch 1947 | loss: 0.0311993 | val_loss: 0.0312017 | Time: 1179.01 ms
[2022-03-07 11:14:29 main:574] : INFO : Epoch 1948 | loss: 0.0312035 | val_loss: 0.0312069 | Time: 1193.59 ms
[2022-03-07 11:14:30 main:574] : INFO : Epoch 1949 | loss: 0.0312022 | val_loss: 0.0312029 | Time: 1200.61 ms
[2022-03-07 11:14:32 main:574] : INFO : Epoch 1950 | loss: 0.0312016 | val_loss: 0.0312018 | Time: 1197.79 ms
[2022-03-07 11:14:33 main:574] : INFO : Epoch 1951 | loss: 0.0312003 | val_loss: 0.0312021 | Time: 1190.33 ms
[2022-03-07 11:14:34 main:574] : INFO : Epoch 1952 | loss: 0.0311984 | val_loss: 0.0312019 | Time: 1191.48 ms
[2022-03-07 11:14:35 main:574] : INFO : Epoch 1953 | loss: 0.031201 | val_loss: 0.0312011 | Time: 1201.27 ms
[2022-03-07 11:14:36 main:574] : INFO : Epoch 1954 | loss: 0.0312008 | val_loss: 0.0312047 | Time: 1182.35 ms
[2022-03-07 11:14:38 main:574] : INFO : Epoch 1955 | loss: 0.0312009 | val_loss: 0.0312013 | Time: 1179.71 ms
[2022-03-07 11:14:39 main:574] : INFO : Epoch 1956 | loss: 0.0312006 | val_loss: 0.0312045 | Time: 1189.97 ms
[2022-03-07 11:14:40 main:574] : INFO : Epoch 1957 | loss: 0.0312007 | val_loss: 0.0312044 | Time: 1209.44 ms
[2022-03-07 11:14:41 main:574] : INFO : Epoch 1958 | loss: 0.0312009 | val_loss: 0.0312029 | Time: 1206.48 ms
[2022-03-07 11:14:42 main:574] : INFO : Epoch 1959 | loss: 0.0311992 | val_loss: 0.0312053 | Time: 1202.46 ms
[2022-03-07 11:14:44 main:574] : INFO : Epoch 1960 | loss: 0.0312017 | val_loss: 0.0312036 | Time: 1202.59 ms
[2022-03-07 11:14:45 main:574] : INFO : Epoch 1961 | loss: 0.031199 | val_loss: 0.0312014 | Time: 1201.01 ms
[2022-03-07 11:14:46 main:574] : INFO : Epoch 1962 | loss: 0.031203 | val_loss: 0.0312017 | Time: 1195.63 ms
[2022-03-07 11:14:47 main:574] : INFO : Epoch 1963 | loss: 0.0312065 | val_loss: 0.0312144 | Time: 1196.06 ms
[2022-03-07 11:14:48 main:574] : INFO : Epoch 1964 | loss: 0.0312032 | val_loss: 0.031207 | Time: 1200.26 ms
[2022-03-07 11:14:50 main:574] : INFO : Epoch 1965 | loss: 0.0311994 | val_loss: 0.0312023 | Time: 1208.21 ms
[2022-03-07 11:14:51 main:574] : INFO : Epoch 1966 | loss: 0.0312032 | val_loss: 0.0312153 | Time: 1177.23 ms
[2022-03-07 11:14:52 main:574] : INFO : Epoch 1967 | loss: 0.0312022 | val_loss: 0.0312031 | Time: 1187.06 ms
[2022-03-07 11:14:53 main:574] : INFO : Epoch 1968 | loss: 0.0312046 | val_loss: 0.0312079 | Time: 1188.48 ms
[2022-03-07 11:14:54 main:574] : INFO : Epoch 1969 | loss: 0.0312026 | val_loss: 0.0312021 | Time: 1175.92 ms
[2022-03-07 11:14:56 main:574] : INFO : Epoch 1970 | loss: 0.0312 | val_loss: 0.0312059 | Time: 1203.41 ms
[2022-03-07 11:14:57 main:574] : INFO : Epoch 1971 | loss: 0.0312035 | val_loss: 0.031203 | Time: 1175.77 ms
[2022-03-07 11:14:58 main:574] : INFO : Epoch 1972 | loss: 0.0312 | val_loss: 0.0312011 | Time: 1184.99 ms
[2022-03-07 11:14:59 main:574] : INFO : Epoch 1973 | loss: 0.0312024 | val_loss: 0.0312041 | Time: 1188.27 ms
[2022-03-07 11:15:00 main:574] : INFO : Epoch 1974 | loss: 0.0312027 | val_loss: 0.0312043 | Time: 1182.47 ms
[2022-03-07 11:15:02 main:574] : INFO : Epoch 1975 | loss: 0.0312004 | val_loss: 0.0312042 | Time: 1188.25 ms
[2022-03-07 11:15:03 main:574] : INFO : Epoch 1976 | loss: 0.0311985 | val_loss: 0.0312006 | Time: 1207.28 ms
[2022-03-07 11:15:04 main:574] : INFO : Epoch 1977 | loss: 0.031198 | val_loss: 0.0312093 | Time: 1187.64 ms
[2022-03-07 11:15:05 main:574] : INFO : Epoch 1978 | loss: 0.0312066 | val_loss: 0.0312033 | Time: 1175.25 ms
[2022-03-07 11:15:06 main:574] : INFO : Epoch 1979 | loss: 0.0312063 | val_loss: 0.0312044 | Time: 1191.25 ms
[2022-03-07 11:15:08 main:574] : INFO : Epoch 1980 | loss: 0.0312007 | val_loss: 0.0312083 | Time: 1187.89 ms
[2022-03-07 11:15:09 main:574] : INFO : Epoch 1981 | loss: 0.031204 | val_loss: 0.0312022 | Time: 1191.43 ms
[2022-03-07 11:15:10 main:574] : INFO : Epoch 1982 | loss: 0.0311986 | val_loss: 0.031202 | Time: 1205.06 ms
[2022-03-07 11:15:11 main:574] : INFO : Epoch 1983 | loss: 0.0311985 | val_loss: 0.0312051 | Time: 1183.05 ms
[2022-03-07 11:15:12 main:574] : INFO : Epoch 1984 | loss: 0.0312029 | val_loss: 0.0312023 | Time: 1175.13 ms
[2022-03-07 11:15:13 main:574] : INFO : Epoch 1985 | loss: 0.0312064 | val_loss: 0.031226 | Time: 1196.39 ms
[2022-03-07 11:15:15 main:574] : INFO : Epoch 1986 | loss: 0.0312099 | val_loss: 0.031203 | Time: 1185.65 ms
[2022-03-07 11:15:16 main:574] : INFO : Epoch 1987 | loss: 0.0312003 | val_loss: 0.0312018 | Time: 1194.52 ms
[2022-03-07 11:15:17 main:574] : INFO : Epoch 1988 | loss: 0.0312006 | val_loss: 0.0312014 | Time: 1187.81 ms
[2022-03-07 11:15:18 main:574] : INFO : Epoch 1989 | loss: 0.0311976 | val_loss: 0.0312026 | Time: 1203.37 ms
[2022-03-07 11:15:19 main:574] : INFO : Epoch 1990 | loss: 0.0311994 | val_loss: 0.0312014 | Time: 1175.92 ms
[2022-03-07 11:15:21 main:574] : INFO : Epoch 1991 | loss: 0.0311974 | val_loss: 0.0312006 | Time: 1179.26 ms
[2022-03-07 11:15:22 main:574] : INFO : Epoch 1992 | loss: 0.0311998 | val_loss: 0.0312109 | Time: 1197.48 ms
[2022-03-07 11:15:23 main:574] : INFO : Epoch 1993 | loss: 0.031199 | val_loss: 0.0312008 | Time: 1203.11 ms
[2022-03-07 11:15:24 main:574] : INFO : Epoch 1994 | loss: 0.0312021 | val_loss: 0.0312169 | Time: 1196.94 ms
[2022-03-07 11:15:25 main:574] : INFO : Epoch 1995 | loss: 0.0312059 | val_loss: 0.0312043 | Time: 1188.26 ms
[2022-03-07 11:15:27 main:574] : INFO : Epoch 1996 | loss: 0.0311979 | val_loss: 0.0311997 | Time: 1176.67 ms
[2022-03-07 11:15:28 main:574] : INFO : Epoch 1997 | loss: 0.0311963 | val_loss: 0.0311997 | Time: 1191.17 ms
[2022-03-07 11:15:29 main:574] : INFO : Epoch 1998 | loss: 0.0311965 | val_loss: 0.0312 | Time: 1190.1 ms
[2022-03-07 11:15:30 main:574] : INFO : Epoch 1999 | loss: 0.0311974 | val_loss: 0.0312003 | Time: 1188.15 ms
[2022-03-07 11:15:31 main:574] : INFO : Epoch 2000 | loss: 0.0311992 | val_loss: 0.0312027 | Time: 1213.84 ms
[2022-03-07 11:15:33 main:574] : INFO : Epoch 2001 | loss: 0.0311981 | val_loss: 0.0312013 | Time: 1213.37 ms
[2022-03-07 11:15:34 main:574] : INFO : Epoch 2002 | loss: 0.0311963 | val_loss: 0.0312002 | Time: 1192.71 ms
[2022-03-07 11:15:35 main:574] : INFO : Epoch 2003 | loss: 0.031201 | val_loss: 0.031201 | Time: 1194.36 ms
[2022-03-07 11:15:36 main:574] : INFO : Epoch 2004 | loss: 0.031199 | val_loss: 0.0312024 | Time: 1197.27 ms
[2022-03-07 11:15:37 main:574] : INFO : Epoch 2005 | loss: 0.031198 | val_loss: 0.0312004 | Time: 1205.88 ms
[2022-03-07 11:15:39 main:574] : INFO : Epoch 2006 | loss: 0.0311971 | val_loss: 0.0311992 | Time: 1190.02 ms
[2022-03-07 11:15:40 main:574] : INFO : Epoch 2007 | loss: 0.0311959 | val_loss: 0.0311999 | Time: 1179.66 ms
[2022-03-07 11:15:41 main:574] : INFO : Epoch 2008 | loss: 0.0311979 | val_loss: 0.0312075 | Time: 1177.91 ms
[2022-03-07 11:15:42 main:574] : INFO : Epoch 2009 | loss: 0.0311975 | val_loss: 0.0311988 | Time: 1179.63 ms
[2022-03-07 11:15:43 main:574] : INFO : Epoch 2010 | loss: 0.0311968 | val_loss: 0.0312002 | Time: 1188.37 ms
[2022-03-07 11:15:44 main:574] : INFO : Epoch 2011 | loss: 0.0311961 | val_loss: 0.0311995 | Time: 1188.63 ms
[2022-03-07 11:15:46 main:574] : INFO : Epoch 2012 | loss: 0.0311964 | val_loss: 0.0312029 | Time: 1184.02 ms
[2022-03-07 11:15:47 main:574] : INFO : Epoch 2013 | loss: 0.0311974 | val_loss: 0.0312 | Time: 1191.3 ms
[2022-03-07 11:15:48 main:574] : INFO : Epoch 2014 | loss: 0.031196 | val_loss: 0.0312003 | Time: 1189.39 ms
[2022-03-07 11:15:49 main:574] : INFO : Epoch 2015 | loss: 0.0311958 | val_loss: 0.0312062 | Time: 1181.81 ms
[2022-03-07 11:15:50 main:574] : INFO : Epoch 2016 | loss: 0.0312021 | val_loss: 0.0312016 | Time: 1197.36 ms
[2022-03-07 11:15:52 main:574] : INFO : Epoch 2017 | loss: 0.0311967 | val_loss: 0.0312007 | Time: 1193.37 ms
[2022-03-07 11:15:53 main:574] : INFO : Epoch 2018 | loss: 0.031196 | val_loss: 0.0311993 | Time: 1200.25 ms
[2022-03-07 11:15:54 main:574] : INFO : Epoch 2019 | loss: 0.0311971 | val_loss: 0.0312009 | Time: 1193.31 ms
[2022-03-07 11:15:55 main:574] : INFO : Epoch 2020 | loss: 0.0311974 | val_loss: 0.0312003 | Time: 1195.49 ms
[2022-03-07 11:15:56 main:574] : INFO : Epoch 2021 | loss: 0.0311961 | val_loss: 0.0312017 | Time: 1199.35 ms
[2022-03-07 11:15:58 main:574] : INFO : Epoch 2022 | loss: 0.0311943 | val_loss: 0.0311986 | Time: 1178.63 ms
[2022-03-07 11:15:59 main:574] : INFO : Epoch 2023 | loss: 0.0311953 | val_loss: 0.0312001 | Time: 1189.22 ms
[2022-03-07 11:16:00 main:574] : INFO : Epoch 2024 | loss: 0.0311984 | val_loss: 0.0312029 | Time: 1176.19 ms
[2022-03-07 11:16:01 main:574] : INFO : Epoch 2025 | loss: 0.0311951 | val_loss: 0.031202 | Time: 1174.54 ms
[2022-03-07 11:16:02 main:574] : INFO : Epoch 2026 | loss: 0.0311936 | val_loss: 0.0311994 | Time: 1183.35 ms
[2022-03-07 11:16:03 main:574] : INFO : Epoch 2027 | loss: 0.0311934 | val_loss: 0.031199 | Time: 1163.66 ms
[2022-03-07 11:16:05 main:574] : INFO : Epoch 2028 | loss: 0.0311951 | val_loss: 0.0311996 | Time: 1184.89 ms
[2022-03-07 11:16:06 main:574] : INFO : Epoch 2029 | loss: 0.0311946 | val_loss: 0.0312019 | Time: 1187.26 ms
[2022-03-07 11:16:07 main:574] : INFO : Epoch 2030 | loss: 0.031194 | val_loss: 0.0311987 | Time: 1201.74 ms
[2022-03-07 11:16:08 main:574] : INFO : Epoch 2031 | loss: 0.0311973 | val_loss: 0.0312032 | Time: 1195.14 ms
[2022-03-07 11:16:09 main:574] : INFO : Epoch 2032 | loss: 0.0311952 | val_loss: 0.0312006 | Time: 1199.28 ms
[2022-03-07 11:16:11 main:574] : INFO : Epoch 2033 | loss: 0.0311936 | val_loss: 0.0311985 | Time: 1189.19 ms
[2022-03-07 11:16:12 main:574] : INFO : Epoch 2034 | loss: 0.0311924 | val_loss: 0.0311985 | Time: 1183.28 ms
[2022-03-07 11:16:13 main:574] : INFO : Epoch 2035 | loss: 0.0311943 | val_loss: 0.0311985 | Time: 1197.23 ms
[2022-03-07 11:16:14 main:574] : INFO : Epoch 2036 | loss: 0.0311929 | val_loss: 0.031199 | Time: 1201.88 ms
[2022-03-07 11:16:15 main:574] : INFO : Epoch 2037 | loss: 0.0311926 | val_loss: 0.0311978 | Time: 1191.87 ms
[2022-03-07 11:16:17 main:574] : INFO : Epoch 2038 | loss: 0.0311936 | val_loss: 0.0311999 | Time: 1192.97 ms
[2022-03-07 11:16:18 main:574] : INFO : Epoch 2039 | loss: 0.031196 | val_loss: 0.0311985 | Time: 1181.11 ms
[2022-03-07 11:16:19 main:574] : INFO : Epoch 2040 | loss: 0.0312003 | val_loss: 0.0312148 | Time: 1184.82 ms
[2022-03-07 11:16:20 main:574] : INFO : Epoch 2041 | loss: 0.0312004 | val_loss: 0.0311992 | Time: 1186.05 ms
[2022-03-07 11:16:21 main:574] : INFO : Epoch 2042 | loss: 0.0311939 | val_loss: 0.0312019 | Time: 1203.12 ms
[2022-03-07 11:16:23 main:574] : INFO : Epoch 2043 | loss: 0.031193 | val_loss: 0.0311976 | Time: 1200.77 ms
[2022-03-07 11:16:24 main:574] : INFO : Epoch 2044 | loss: 0.0311932 | val_loss: 0.0311975 | Time: 1212.12 ms
[2022-03-07 11:16:25 main:574] : INFO : Epoch 2045 | loss: 0.0311943 | val_loss: 0.0311999 | Time: 1205.6 ms
[2022-03-07 11:16:26 main:574] : INFO : Epoch 2046 | loss: 0.031192 | val_loss: 0.0311983 | Time: 1190.99 ms
[2022-03-07 11:16:27 main:574] : INFO : Epoch 2047 | loss: 0.0311981 | val_loss: 0.0312093 | Time: 1195.21 ms
[2022-03-07 11:16:29 main:574] : INFO : Epoch 2048 | loss: 0.0311954 | val_loss: 0.0312032 | Time: 1191.3 ms
[2022-03-07 11:16:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312032
[2022-03-07 11:16:29 main:603] : INFO : Saving end state to config to file
[2022-03-07 11:16:29 main:608] : INFO : Success, exiting..
11:16:29 (7112): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)