Task 14621673
| Name | ParityModified-1647046112-14408-3-0_2 |
| Workunit | 11639037 |
| Created | 15 Apr 2022, 11:47:57 UTC |
| Sent | 15 Apr 2022, 11:48:13 UTC |
| Report deadline | 23 Apr 2022, 11:48:13 UTC |
| Received | 15 Apr 2022, 17:17:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 30 sec |
| CPU time | 2 hours 52 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 5322.27 ms [2022-04-15 18:31:32 main:574] : INFO : Epoch 1543 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 5321.15 ms [2022-04-15 18:31:38 main:574] : INFO : Epoch 1544 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 5325.21 ms [2022-04-15 18:31:43 main:574] : INFO : Epoch 1545 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 5329.01 ms [2022-04-15 18:31:48 main:574] : INFO : Epoch 1546 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 5319.93 ms [2022-04-15 18:31:54 main:574] : INFO : Epoch 1547 | loss: 0.0312473 | val_loss: 0.0312496 | Time: 5323.35 ms [2022-04-15 18:31:59 main:574] : INFO : Epoch 1548 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 5323.51 ms [2022-04-15 18:32:04 main:574] : INFO : Epoch 1549 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 5323.12 ms [2022-04-15 18:32:10 main:574] : INFO : Epoch 1550 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 5335.58 ms [2022-04-15 18:32:15 main:574] : INFO : Epoch 1551 | loss: 0.031247 | val_loss: 0.0312472 | Time: 5329.94 ms [2022-04-15 18:32:20 main:574] : INFO : Epoch 1552 | loss: 0.0312438 | val_loss: 0.031243 | Time: 5330.11 ms [2022-04-15 18:32:26 main:574] : INFO : Epoch 1553 | loss: 0.0312419 | val_loss: 0.0312402 | Time: 5319.65 ms [2022-04-15 18:32:31 main:574] : INFO : Epoch 1554 | loss: 0.0312417 | val_loss: 0.0312373 | Time: 5314.56 ms [2022-04-15 18:32:36 main:574] : INFO : Epoch 1555 | loss: 0.0312393 | val_loss: 0.0312353 | Time: 5319.92 ms [2022-04-15 18:32:41 main:574] : INFO : Epoch 1556 | loss: 0.0312367 | val_loss: 0.0312388 | Time: 5322.85 ms [2022-04-15 18:32:47 main:574] : INFO : Epoch 1557 | loss: 0.0312363 | val_loss: 0.0312342 | Time: 5320.97 ms [2022-04-15 18:32:52 main:574] : INFO : Epoch 1558 | loss: 0.0312342 | val_loss: 0.0312345 | Time: 5326.31 ms [2022-04-15 18:32:57 main:574] : INFO : Epoch 1559 | loss: 0.0312359 | val_loss: 0.0312335 | Time: 5324.07 ms [2022-04-15 18:33:03 main:574] : INFO : Epoch 1560 | loss: 0.0312337 | val_loss: 0.0312327 | Time: 5320.8 ms [2022-04-15 18:33:08 main:574] : INFO : Epoch 1561 | loss: 0.0312347 | val_loss: 0.0312322 | Time: 5319.47 ms [2022-04-15 18:33:13 main:574] : INFO : Epoch 1562 | loss: 0.0312323 | val_loss: 0.0312331 | Time: 5314.61 ms [2022-04-15 18:33:19 main:574] : INFO : Epoch 1563 | loss: 0.031233 | val_loss: 0.0312314 | Time: 5314.77 ms [2022-04-15 18:33:24 main:574] : INFO : Epoch 1564 | loss: 0.0312324 | val_loss: 0.0312339 | Time: 5320.75 ms [2022-04-15 18:33:29 main:574] : INFO : Epoch 1565 | loss: 0.0312332 | val_loss: 0.0312328 | Time: 5319.83 ms [2022-04-15 18:33:35 main:574] : INFO : Epoch 1566 | loss: 0.0312323 | val_loss: 0.0312355 | Time: 5331.01 ms [2022-04-15 18:33:40 main:574] : INFO : Epoch 1567 | loss: 0.0312336 | val_loss: 0.0312319 | Time: 5316.01 ms [2022-04-15 18:33:45 main:574] : INFO : Epoch 1568 | loss: 0.031232 | val_loss: 0.0312312 | Time: 5321.2 ms [2022-04-15 18:33:51 main:574] : INFO : Epoch 1569 | loss: 0.0312317 | val_loss: 0.0312325 | Time: 5323.91 ms [2022-04-15 18:33:56 main:574] : INFO : Epoch 1570 | loss: 0.031233 | val_loss: 0.0312313 | Time: 5316.06 ms [2022-04-15 18:34:01 main:574] : INFO : Epoch 1571 | loss: 0.0312325 | val_loss: 0.0312323 | Time: 5320.62 ms [2022-04-15 18:34:07 main:574] : INFO : Epoch 1572 | loss: 0.0312316 | val_loss: 0.0312351 | Time: 5320.14 ms [2022-04-15 18:34:12 main:574] : INFO : Epoch 1573 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 5327.59 ms [2022-04-15 18:34:17 main:574] : INFO : Epoch 1574 | loss: 0.0312311 | val_loss: 0.0312323 | Time: 5322.74 ms [2022-04-15 18:34:23 main:574] : INFO : Epoch 1575 | loss: 0.0312323 | val_loss: 0.0312338 | Time: 5319.57 ms [2022-04-15 18:34:28 main:574] : INFO : Epoch 1576 | loss: 0.0312314 | val_loss: 0.031231 | Time: 5322.37 ms [2022-04-15 18:34:33 main:574] : INFO : Epoch 1577 | loss: 0.0312315 | val_loss: 0.0312312 | Time: 5322.06 ms [2022-04-15 18:34:39 main:574] : INFO : Epoch 1578 | loss: 0.0312308 | val_loss: 0.0312319 | Time: 5322.3 ms [2022-04-15 18:34:44 main:574] : INFO : Epoch 1579 | loss: 0.0312303 | val_loss: 0.0312356 | Time: 5321.19 ms [2022-04-15 18:34:49 main:574] : INFO : Epoch 1580 | loss: 0.031232 | val_loss: 0.0312316 | Time: 5324.63 ms [2022-04-15 18:34:55 main:574] : INFO : Epoch 1581 | loss: 0.0312317 | val_loss: 0.0312304 | Time: 5319.81 ms [2022-04-15 18:35:00 main:574] : INFO : Epoch 1582 | loss: 0.0312306 | val_loss: 0.0312304 | Time: 5328.29 ms [2022-04-15 18:35:05 main:574] : INFO : Epoch 1583 | loss: 0.0312298 | val_loss: 0.03123 | Time: 5316.97 ms [2022-04-15 18:35:11 main:574] : INFO : Epoch 1584 | loss: 0.0312318 | val_loss: 0.0312345 | Time: 5320.5 ms [2022-04-15 18:35:16 main:574] : INFO : Epoch 1585 | loss: 0.0312325 | val_loss: 0.0312327 | Time: 5359.46 ms [2022-04-15 18:35:21 main:574] : INFO : Epoch 1586 | loss: 0.0312322 | val_loss: 0.03123 | Time: 5318.81 ms [2022-04-15 18:35:27 main:574] : INFO : Epoch 1587 | loss: 0.0312296 | val_loss: 0.0312308 | Time: 5321.73 ms [2022-04-15 18:35:32 main:574] : INFO : Epoch 1588 | loss: 0.0312304 | val_loss: 0.0312302 | Time: 5318.35 ms [2022-04-15 18:35:37 main:574] : INFO : Epoch 1589 | loss: 0.031229 | val_loss: 0.0312307 | Time: 5320.88 ms [2022-04-15 18:35:43 main:574] : INFO : Epoch 1590 | loss: 0.0312296 | val_loss: 0.0312309 | Time: 5319.53 ms [2022-04-15 18:35:48 main:574] : INFO : Epoch 1591 | loss: 0.0312297 | val_loss: 0.0312295 | Time: 5321.79 ms [2022-04-15 18:35:53 main:574] : INFO : Epoch 1592 | loss: 0.0312298 | val_loss: 0.03123 | Time: 5322.01 ms [2022-04-15 18:35:59 main:574] : INFO : Epoch 1593 | loss: 0.0312293 | val_loss: 0.0312296 | Time: 5323.14 ms [2022-04-15 18:36:04 main:574] : INFO : Epoch 1594 | loss: 0.0312305 | val_loss: 0.0312297 | Time: 5326.11 ms [2022-04-15 18:36:09 main:574] : INFO : Epoch 1595 | loss: 0.0312309 | val_loss: 0.0312298 | Time: 5322 ms [2022-04-15 18:36:15 main:574] : INFO : Epoch 1596 | loss: 0.0312292 | val_loss: 0.0312298 | Time: 5322.22 ms [2022-04-15 18:36:20 main:574] : INFO : Epoch 1597 | loss: 0.0312291 | val_loss: 0.0312308 | Time: 5318.47 ms [2022-04-15 18:36:25 main:574] : INFO : Epoch 1598 | loss: 0.0312298 | val_loss: 0.0312295 | Time: 5325.52 ms [2022-04-15 18:36:31 main:574] : INFO : Epoch 1599 | loss: 0.0312289 | val_loss: 0.031229 | Time: 5325.81 ms [2022-04-15 18:36:36 main:574] : INFO : Epoch 1600 | loss: 0.0312278 | val_loss: 0.0312293 | Time: 5321.51 ms [2022-04-15 18:36:41 main:574] : INFO : Epoch 1601 | loss: 0.0312279 | val_loss: 0.0312305 | Time: 5333.45 ms [2022-04-15 18:36:47 main:574] : INFO : Epoch 1602 | loss: 0.0312285 | val_loss: 0.0312293 | Time: 5326.14 ms [2022-04-15 18:36:52 main:574] : INFO : Epoch 1603 | loss: 0.0312283 | val_loss: 0.0312414 | Time: 5323.4 ms [2022-04-15 18:36:57 main:574] : INFO : Epoch 1604 | loss: 0.0312307 | val_loss: 0.0312303 | Time: 5316.69 ms [2022-04-15 18:37:03 main:574] : INFO : Epoch 1605 | loss: 0.0312282 | val_loss: 0.0312284 | Time: 5323.92 ms [2022-04-15 18:37:08 main:574] : INFO : Epoch 1606 | loss: 0.0312283 | val_loss: 0.0312293 | Time: 5330.4 ms [2022-04-15 18:37:13 main:574] : INFO : Epoch 1607 | loss: 0.0312286 | val_loss: 0.0312295 | Time: 5317.15 ms [2022-04-15 18:37:18 main:574] : INFO : Epoch 1608 | loss: 0.0312292 | val_loss: 0.0312297 | Time: 5327.15 ms [2022-04-15 18:37:24 main:574] : INFO : Epoch 1609 | loss: 0.031228 | val_loss: 0.0312324 | Time: 5326.21 ms [2022-04-15 18:37:29 main:574] : INFO : Epoch 1610 | loss: 0.0312298 | val_loss: 0.0312289 | Time: 5325.09 ms [2022-04-15 18:37:34 main:574] : INFO : Epoch 1611 | loss: 0.0312288 | val_loss: 0.0312288 | Time: 5321.4 ms [2022-04-15 18:37:40 main:574] : INFO : Epoch 1612 | loss: 0.0312271 | val_loss: 0.031229 | Time: 5318.58 ms [2022-04-15 18:37:45 main:574] : INFO : Epoch 1613 | loss: 0.0312279 | val_loss: 0.0312313 | Time: 5322.94 ms [2022-04-15 18:37:50 main:574] : INFO : Epoch 1614 | loss: 0.0312272 | val_loss: 0.0312287 | Time: 5318.55 ms [2022-04-15 18:37:56 main:574] : INFO : Epoch 1615 | loss: 0.0312282 | val_loss: 0.0312292 | Time: 5327.39 ms [2022-04-15 18:38:01 main:574] : INFO : Epoch 1616 | loss: 0.0312274 | val_loss: 0.0312291 | Time: 5319.67 ms [2022-04-15 18:38:06 main:574] : INFO : Epoch 1617 | loss: 0.0312269 | val_loss: 0.0312303 | Time: 5324.36 ms [2022-04-15 18:38:12 main:574] : INFO : Epoch 1618 | loss: 0.0312263 | val_loss: 0.0312305 | Time: 5319.51 ms [2022-04-15 18:38:17 main:574] : INFO : Epoch 1619 | loss: 0.031227 | val_loss: 0.0312296 | Time: 5323.02 ms [2022-04-15 18:38:22 main:574] : INFO : Epoch 1620 | loss: 0.0312256 | val_loss: 0.0312281 | Time: 5321.8 ms [2022-04-15 18:38:28 main:574] : INFO : Epoch 1621 | loss: 0.0312251 | val_loss: 0.0312271 | Time: 5321.21 ms [2022-04-15 18:38:33 main:574] : INFO : Epoch 1622 | loss: 0.0312262 | val_loss: 0.0312261 | Time: 5325.26 ms [2022-04-15 18:38:38 main:574] : INFO : Epoch 1623 | loss: 0.0312248 | val_loss: 0.0312262 | Time: 5320.83 ms [2022-04-15 18:38:44 main:574] : INFO : Epoch 1624 | loss: 0.0312243 | val_loss: 0.0312261 | Time: 5322.37 ms [2022-04-15 18:38:49 main:574] : INFO : Epoch 1625 | loss: 0.0312238 | val_loss: 0.0312289 | Time: 5319.2 ms [2022-04-15 18:38:54 main:574] : INFO : Epoch 1626 | loss: 0.0312244 | val_loss: 0.031228 | Time: 5321.28 ms [2022-04-15 18:39:00 main:574] : INFO : Epoch 1627 | loss: 0.0312242 | val_loss: 0.0312285 | Time: 5320.4 ms [2022-04-15 18:39:05 main:574] : INFO : Epoch 1628 | loss: 0.0312239 | val_loss: 0.0312249 | Time: 5322.19 ms [2022-04-15 18:39:10 main:574] : INFO : Epoch 1629 | loss: 0.0312224 | val_loss: 0.0312245 | Time: 5321.94 ms [2022-04-15 18:39:16 main:574] : INFO : Epoch 1630 | loss: 0.0312256 | val_loss: 0.0312279 | Time: 5324.14 ms [2022-04-15 18:39:21 main:574] : INFO : Epoch 1631 | loss: 0.0312238 | val_loss: 0.0312277 | Time: 5319.07 ms [2022-04-15 18:39:26 main:574] : INFO : Epoch 1632 | loss: 0.0312223 | val_loss: 0.0312254 | Time: 5323.87 ms [2022-04-15 18:39:32 main:574] : INFO : Epoch 1633 | loss: 0.0312232 | val_loss: 0.0312232 | Time: 5317.59 ms [2022-04-15 18:39:37 main:574] : INFO : Epoch 1634 | loss: 0.0312226 | val_loss: 0.0312296 | Time: 5317.58 ms [2022-04-15 18:39:42 main:574] : INFO : Epoch 1635 | loss: 0.0312241 | val_loss: 0.0312267 | Time: 5313.52 ms [2022-04-15 18:39:48 main:574] : INFO : Epoch 1636 | loss: 0.0312223 | val_loss: 0.031224 | Time: 5327 ms [2022-04-15 18:39:53 main:574] : INFO : Epoch 1637 | loss: 0.031223 | val_loss: 0.0312229 | Time: 5321.54 ms [2022-04-15 18:39:58 main:574] : INFO : Epoch 1638 | loss: 0.0312234 | val_loss: 0.0312281 | Time: 5321.32 ms [2022-04-15 18:40:04 main:574] : INFO : Epoch 1639 | loss: 0.031223 | val_loss: 0.0312246 | Time: 5327.97 ms [2022-04-15 18:40:09 main:574] : INFO : Epoch 1640 | loss: 0.0312211 | val_loss: 0.0312224 | Time: 5330.32 ms [2022-04-15 18:40:14 main:574] : INFO : Epoch 1641 | loss: 0.0312229 | val_loss: 0.0312227 | Time: 5321.05 ms [2022-04-15 18:40:20 main:574] : INFO : Epoch 1642 | loss: 0.0312224 | val_loss: 0.0312235 | Time: 5322.88 ms [2022-04-15 18:40:25 main:574] : INFO : Epoch 1643 | loss: 0.0312205 | val_loss: 0.0312235 | Time: 5325.3 ms [2022-04-15 18:40:30 main:574] : INFO : Epoch 1644 | loss: 0.0312205 | val_loss: 0.0312245 | Time: 5328.47 ms [2022-04-15 18:40:36 main:574] : INFO : Epoch 1645 | loss: 0.0312197 | val_loss: 0.0312224 | Time: 5331.57 ms [2022-04-15 18:40:41 main:574] : INFO : Epoch 1646 | loss: 0.0312199 | val_loss: 0.0312219 | Time: 5322.83 ms [2022-04-15 18:40:46 main:574] : INFO : Epoch 1647 | loss: 0.0312199 | val_loss: 0.0312234 | Time: 5329.18 ms [2022-04-15 18:40:52 main:574] : INFO : Epoch 1648 | loss: 0.0312217 | val_loss: 0.0312235 | Time: 5327.94 ms [2022-04-15 18:40:57 main:574] : INFO : Epoch 1649 | loss: 0.031224 | val_loss: 0.0312285 | Time: 5321.13 ms [2022-04-15 18:41:02 main:574] : INFO : Epoch 1650 | loss: 0.0312207 | val_loss: 0.0312229 | Time: 5321.54 ms [2022-04-15 18:41:08 main:574] : INFO : Epoch 1651 | loss: 0.0312205 | val_loss: 0.0312228 | Time: 5326.78 ms [2022-04-15 18:41:13 main:574] : INFO : Epoch 1652 | loss: 0.0312204 | val_loss: 0.0312216 | Time: 5321.49 ms [2022-04-15 18:41:18 main:574] : INFO : Epoch 1653 | loss: 0.0312196 | val_loss: 0.0312219 | Time: 5318.49 ms [2022-04-15 18:41:24 main:574] : INFO : Epoch 1654 | loss: 0.0312196 | val_loss: 0.0312221 | Time: 5319.94 ms [2022-04-15 18:41:29 main:574] : INFO : Epoch 1655 | loss: 0.0312192 | val_loss: 0.0312218 | Time: 5321.35 ms [2022-04-15 18:41:34 main:574] : INFO : Epoch 1656 | loss: 0.0312206 | val_loss: 0.0312215 | Time: 5322.5 ms [2022-04-15 18:41:40 main:574] : INFO : Epoch 1657 | loss: 0.0312217 | val_loss: 0.0312214 | Time: 5316.8 ms [2022-04-15 18:41:45 main:574] : INFO : Epoch 1658 | loss: 0.0312199 | val_loss: 0.0312213 | Time: 5326.15 ms [2022-04-15 18:41:50 main:574] : INFO : Epoch 1659 | loss: 0.0312204 | val_loss: 0.0312255 | Time: 5323.48 ms [2022-04-15 18:41:56 main:574] : INFO : Epoch 1660 | loss: 0.0312209 | val_loss: 0.0312225 | Time: 5331.55 ms [2022-04-15 18:42:01 main:574] : INFO : Epoch 1661 | loss: 0.0312197 | val_loss: 0.0312244 | Time: 5325.08 ms [2022-04-15 18:42:06 main:574] : INFO : Epoch 1662 | loss: 0.031221 | val_loss: 0.0312245 | Time: 5316.98 ms [2022-04-15 18:42:12 main:574] : INFO : Epoch 1663 | loss: 0.0312201 | val_loss: 0.0312215 | Time: 5321.69 ms [2022-04-15 18:42:17 main:574] : INFO : Epoch 1664 | loss: 0.0312192 | val_loss: 0.0312254 | Time: 5330.11 ms [2022-04-15 18:42:22 main:574] : INFO : Epoch 1665 | loss: 0.0312213 | val_loss: 0.0312252 | Time: 5318.28 ms [2022-04-15 18:42:28 main:574] : INFO : Epoch 1666 | loss: 0.0312201 | val_loss: 0.0312222 | Time: 5329.82 ms [2022-04-15 18:42:33 main:574] : INFO : Epoch 1667 | loss: 0.031219 | val_loss: 0.0312206 | Time: 5322.2 ms [2022-04-15 18:42:38 main:574] : INFO : Epoch 1668 | loss: 0.0312191 | val_loss: 0.0312242 | Time: 5322.7 ms [2022-04-15 18:42:44 main:574] : INFO : Epoch 1669 | loss: 0.0312195 | val_loss: 0.0312215 | Time: 5324.73 ms [2022-04-15 18:42:49 main:574] : INFO : Epoch 1670 | loss: 0.0312194 | val_loss: 0.0312216 | Time: 5318.03 ms [2022-04-15 18:42:54 main:574] : INFO : Epoch 1671 | loss: 0.0312191 | val_loss: 0.0312242 | Time: 5320.92 ms [2022-04-15 18:42:59 main:574] : INFO : Epoch 1672 | loss: 0.0312208 | val_loss: 0.0312259 | Time: 5335.3 ms [2022-04-15 18:43:05 main:574] : INFO : Epoch 1673 | loss: 0.0312209 | val_loss: 0.0312216 | Time: 5319.87 ms [2022-04-15 18:43:10 main:574] : INFO : Epoch 1674 | loss: 0.0312198 | val_loss: 0.0312219 | Time: 5320.01 ms [2022-04-15 18:43:15 main:574] : INFO : Epoch 1675 | loss: 0.0312205 | val_loss: 0.0312211 | Time: 5321.46 ms [2022-04-15 18:43:21 main:574] : INFO : Epoch 1676 | loss: 0.0312184 | val_loss: 0.0312218 | Time: 5319.34 ms [2022-04-15 18:43:26 main:574] : INFO : Epoch 1677 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 5321.85 ms [2022-04-15 18:43:31 main:574] : INFO : Epoch 1678 | loss: 0.0312185 | val_loss: 0.0312231 | Time: 5312.51 ms [2022-04-15 18:43:37 main:574] : INFO : Epoch 1679 | loss: 0.0312197 | val_loss: 0.031221 | Time: 5339.83 ms [2022-04-15 18:43:42 main:574] : INFO : Epoch 1680 | loss: 0.0312189 | val_loss: 0.0312217 | Time: 5316.13 ms [2022-04-15 18:43:47 main:574] : INFO : Epoch 1681 | loss: 0.0312184 | val_loss: 0.031224 | Time: 5318.56 ms [2022-04-15 18:43:53 main:574] : INFO : Epoch 1682 | loss: 0.0312197 | val_loss: 0.0312219 | Time: 5324.07 ms [2022-04-15 18:43:58 main:574] : INFO : Epoch 1683 | loss: 0.0312188 | val_loss: 0.0312219 | Time: 5314.56 ms [2022-04-15 18:44:03 main:574] : INFO : Epoch 1684 | loss: 0.0312191 | val_loss: 0.0312223 | Time: 5326.02 ms [2022-04-15 18:44:09 main:574] : INFO : Epoch 1685 | loss: 0.031219 | val_loss: 0.0312219 | Time: 5325.61 ms [2022-04-15 18:44:14 main:574] : INFO : Epoch 1686 | loss: 0.0312205 | val_loss: 0.0312207 | Time: 5318.89 ms [2022-04-15 18:44:19 main:574] : INFO : Epoch 1687 | loss: 0.0312186 | val_loss: 0.0312208 | Time: 5319.85 ms [2022-04-15 18:44:25 main:574] : INFO : Epoch 1688 | loss: 0.0312188 | val_loss: 0.031225 | Time: 5322.24 ms [2022-04-15 18:44:30 main:574] : INFO : Epoch 1689 | loss: 0.0312184 | val_loss: 0.0312221 | Time: 5320.93 ms [2022-04-15 18:44:35 main:574] : INFO : Epoch 1690 | loss: 0.0312182 | val_loss: 0.0312219 | Time: 5320.22 ms [2022-04-15 18:44:41 main:574] : INFO : Epoch 1691 | loss: 0.0312185 | val_loss: 0.0312217 | Time: 5322.47 ms [2022-04-15 18:44:46 main:574] : INFO : Epoch 1692 | loss: 0.0312192 | val_loss: 0.0312216 | Time: 5323.41 ms [2022-04-15 18:44:51 main:574] : INFO : Epoch 1693 | loss: 0.0312187 | val_loss: 0.0312218 | Time: 5323.34 ms [2022-04-15 18:44:57 main:574] : INFO : Epoch 1694 | loss: 0.0312181 | val_loss: 0.0312276 | Time: 5323.07 ms [2022-04-15 18:45:02 main:574] : INFO : Epoch 1695 | loss: 0.0312199 | val_loss: 0.0312207 | Time: 5314.74 ms [2022-04-15 18:45:07 main:574] : INFO : Epoch 1696 | loss: 0.0312198 | val_loss: 0.0312213 | Time: 5329.08 ms [2022-04-15 18:45:13 main:574] : INFO : Epoch 1697 | loss: 0.0312186 | val_loss: 0.0312232 | Time: 5316.25 ms [2022-04-15 18:45:18 main:574] : INFO : Epoch 1698 | loss: 0.0312196 | val_loss: 0.0312209 | Time: 5333.39 ms [2022-04-15 18:45:23 main:574] : INFO : Epoch 1699 | loss: 0.0312198 | val_loss: 0.0312225 | Time: 5324.06 ms [2022-04-15 18:45:29 main:574] : INFO : Epoch 1700 | loss: 0.0312185 | val_loss: 0.0312217 | Time: 5329.55 ms [2022-04-15 18:45:34 main:574] : INFO : Epoch 1701 | loss: 0.0312223 | val_loss: 0.0312307 | Time: 5325.44 ms [2022-04-15 18:45:39 main:574] : INFO : Epoch 1702 | loss: 0.0312241 | val_loss: 0.0312307 | Time: 5329.78 ms [2022-04-15 18:45:45 main:574] : INFO : Epoch 1703 | loss: 0.0312221 | val_loss: 0.0312229 | Time: 5324.29 ms [2022-04-15 18:45:50 main:574] : INFO : Epoch 1704 | loss: 0.0312186 | val_loss: 0.0312223 | Time: 5321.42 ms [2022-04-15 18:45:55 main:574] : INFO : Epoch 1705 | loss: 0.0312181 | val_loss: 0.0312243 | Time: 5319.96 ms [2022-04-15 18:46:01 main:574] : INFO : Epoch 1706 | loss: 0.0312184 | val_loss: 0.0312208 | Time: 5323.73 ms [2022-04-15 18:46:06 main:574] : INFO : Epoch 1707 | loss: 0.0312179 | val_loss: 0.031221 | Time: 5324.96 ms [2022-04-15 18:46:11 main:574] : INFO : Epoch 1708 | loss: 0.031218 | val_loss: 0.031226 | Time: 5329.18 ms [2022-04-15 18:46:17 main:574] : INFO : Epoch 1709 | loss: 0.0312184 | val_loss: 0.0312212 | Time: 5318.92 ms [2022-04-15 18:46:22 main:574] : INFO : Epoch 1710 | loss: 0.0312187 | val_loss: 0.0312212 | Time: 5324.65 ms [2022-04-15 18:46:27 main:574] : INFO : Epoch 1711 | loss: 0.0312194 | val_loss: 0.0312247 | Time: 5316.68 ms [2022-04-15 18:46:33 main:574] : INFO : Epoch 1712 | loss: 0.0312197 | val_loss: 0.0312229 | Time: 5321.87 ms [2022-04-15 18:46:38 main:574] : INFO : Epoch 1713 | loss: 0.0312185 | val_loss: 0.031224 | Time: 5327.33 ms [2022-04-15 18:46:43 main:574] : INFO : Epoch 1714 | loss: 0.0312197 | val_loss: 0.0312216 | Time: 5317.77 ms [2022-04-15 18:46:49 main:574] : INFO : Epoch 1715 | loss: 0.031224 | val_loss: 0.0312284 | Time: 5321.97 ms [2022-04-15 18:46:54 main:574] : INFO : Epoch 1716 | loss: 0.0312214 | val_loss: 0.0312228 | Time: 5324.13 ms [2022-04-15 18:46:59 main:574] : INFO : Epoch 1717 | loss: 0.0312187 | val_loss: 0.0312226 | Time: 5331.08 ms [2022-04-15 18:47:05 main:574] : INFO : Epoch 1718 | loss: 0.0312188 | val_loss: 0.0312214 | Time: 5318.18 ms [2022-04-15 18:47:10 main:574] : INFO : Epoch 1719 | loss: 0.0312179 | val_loss: 0.031222 | Time: 5316.82 ms [2022-04-15 18:47:15 main:574] : INFO : Epoch 1720 | loss: 0.0312183 | val_loss: 0.0312217 | Time: 5320.94 ms [2022-04-15 18:47:21 main:574] : INFO : Epoch 1721 | loss: 0.0312186 | val_loss: 0.0312212 | Time: 5328.33 ms [2022-04-15 18:47:26 main:574] : INFO : Epoch 1722 | loss: 0.0312217 | val_loss: 0.0312208 | Time: 5320.7 ms [2022-04-15 18:47:31 main:574] : INFO : Epoch 1723 | loss: 0.031219 | val_loss: 0.0312242 | Time: 5316.33 ms [2022-04-15 18:47:36 main:574] : INFO : Epoch 1724 | loss: 0.0312191 | val_loss: 0.0312217 | Time: 5321.95 ms [2022-04-15 18:47:42 main:574] : INFO : Epoch 1725 | loss: 0.0312179 | val_loss: 0.0312237 | Time: 5326.66 ms [2022-04-15 18:47:47 main:574] : INFO : Epoch 1726 | loss: 0.0312184 | val_loss: 0.0312211 | Time: 5321.22 ms [2022-04-15 18:47:52 main:574] : INFO : Epoch 1727 | loss: 0.0312182 | val_loss: 0.0312217 | Time: 5329.11 ms [2022-04-15 18:47:58 main:574] : INFO : Epoch 1728 | loss: 0.031221 | val_loss: 0.0312259 | Time: 5326.41 ms [2022-04-15 18:48:03 main:574] : INFO : Epoch 1729 | loss: 0.0312195 | val_loss: 0.0312214 | Time: 5318.01 ms [2022-04-15 18:48:08 main:574] : INFO : Epoch 1730 | loss: 0.031223 | val_loss: 0.0312222 | Time: 5321.58 ms [2022-04-15 18:48:14 main:574] : INFO : Epoch 1731 | loss: 0.0312186 | val_loss: 0.0312213 | Time: 5323.63 ms [2022-04-15 18:48:19 main:574] : INFO : Epoch 1732 | loss: 0.0312177 | val_loss: 0.0312211 | Time: 5320.94 ms [2022-04-15 18:48:24 main:574] : INFO : Epoch 1733 | loss: 0.0312179 | val_loss: 0.031222 | Time: 5321.26 ms [2022-04-15 18:48:30 main:574] : INFO : Epoch 1734 | loss: 0.0312218 | val_loss: 0.0312245 | Time: 5320.8 ms [2022-04-15 18:48:35 main:574] : INFO : Epoch 1735 | loss: 0.0312243 | val_loss: 0.0312256 | Time: 5324.53 ms [2022-04-15 18:48:40 main:574] : INFO : Epoch 1736 | loss: 0.0312196 | val_loss: 0.0312244 | Time: 5325.6 ms [2022-04-15 18:48:46 main:574] : INFO : Epoch 1737 | loss: 0.0312195 | val_loss: 0.0312232 | Time: 5319.81 ms [2022-04-15 18:48:51 main:574] : INFO : Epoch 1738 | loss: 0.0312173 | val_loss: 0.0312227 | Time: 5322.96 ms [2022-04-15 18:48:56 main:574] : INFO : Epoch 1739 | loss: 0.0312193 | val_loss: 0.0312226 | Time: 5319.85 ms [2022-04-15 18:49:02 main:574] : INFO : Epoch 1740 | loss: 0.0312185 | val_loss: 0.0312219 | Time: 5320.92 ms [2022-04-15 18:49:07 main:574] : INFO : Epoch 1741 | loss: 0.031219 | val_loss: 0.0312229 | Time: 5327.38 ms [2022-04-15 18:49:12 main:574] : INFO : Epoch 1742 | loss: 0.0312182 | val_loss: 0.0312219 | Time: 5322.92 ms [2022-04-15 18:49:18 main:574] : INFO : Epoch 1743 | loss: 0.0312182 | val_loss: 0.031221 | Time: 5316.06 ms [2022-04-15 18:49:23 main:574] : INFO : Epoch 1744 | loss: 0.0312182 | val_loss: 0.0312219 | Time: 5321.38 ms [2022-04-15 18:49:28 main:574] : INFO : Epoch 1745 | loss: 0.0312174 | val_loss: 0.0312229 | Time: 5321.16 ms [2022-04-15 18:49:34 main:574] : INFO : Epoch 1746 | loss: 0.0312186 | val_loss: 0.0312215 | Time: 5324.06 ms [2022-04-15 18:49:39 main:574] : INFO : Epoch 1747 | loss: 0.0312208 | val_loss: 0.0312277 | Time: 5316.93 ms [2022-04-15 18:49:44 main:574] : INFO : Epoch 1748 | loss: 0.031219 | val_loss: 0.0312237 | Time: 5322.52 ms [2022-04-15 18:49:50 main:574] : INFO : Epoch 1749 | loss: 0.0312183 | val_loss: 0.0312245 | Time: 5324.48 ms [2022-04-15 18:49:55 main:574] : INFO : Epoch 1750 | loss: 0.0312179 | val_loss: 0.0312223 | Time: 5321.09 ms [2022-04-15 18:50:00 main:574] : INFO : Epoch 1751 | loss: 0.0312181 | val_loss: 0.0312209 | Time: 5324.09 ms [2022-04-15 18:50:06 main:574] : INFO : Epoch 1752 | loss: 0.0312191 | val_loss: 0.0312217 | Time: 5323.08 ms [2022-04-15 18:50:11 main:574] : INFO : Epoch 1753 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 5321.16 ms [2022-04-15 18:50:16 main:574] : INFO : Epoch 1754 | loss: 0.0312201 | val_loss: 0.0312229 | Time: 5336.09 ms [2022-04-15 18:50:22 main:574] : INFO : Epoch 1755 | loss: 0.0312182 | val_loss: 0.0312221 | Time: 5323.92 ms [2022-04-15 18:50:27 main:574] : INFO : Epoch 1756 | loss: 0.0312183 | val_loss: 0.0312223 | Time: 5322.92 ms [2022-04-15 18:50:32 main:574] : INFO : Epoch 1757 | loss: 0.0312202 | val_loss: 0.0312218 | Time: 5325.4 ms [2022-04-15 18:50:38 main:574] : INFO : Epoch 1758 | loss: 0.0312186 | val_loss: 0.0312242 | Time: 5317.95 ms [2022-04-15 18:50:43 main:574] : INFO : Epoch 1759 | loss: 0.0312201 | val_loss: 0.031222 | Time: 5317.48 ms [2022-04-15 18:50:48 main:574] : INFO : Epoch 1760 | loss: 0.031218 | val_loss: 0.0312239 | Time: 5322.66 ms [2022-04-15 18:50:54 main:574] : INFO : Epoch 1761 | loss: 0.0312175 | val_loss: 0.0312217 | Time: 5315.49 ms [2022-04-15 18:50:59 main:574] : INFO : Epoch 1762 | loss: 0.0312167 | val_loss: 0.0312209 | Time: 5330.38 ms [2022-04-15 18:51:04 main:574] : INFO : Epoch 1763 | loss: 0.031216 | val_loss: 0.0312205 | Time: 5322.9 ms [2022-04-15 18:51:10 main:574] : INFO : Epoch 1764 | loss: 0.031217 | val_loss: 0.031222 | Time: 5316.64 ms [2022-04-15 18:51:15 main:574] : INFO : Epoch 1765 | loss: 0.0312191 | val_loss: 0.0312229 | Time: 5323.49 ms [2022-04-15 18:51:20 main:574] : INFO : Epoch 1766 | loss: 0.0312174 | val_loss: 0.0312224 | Time: 5330.26 ms [2022-04-15 18:51:26 main:574] : INFO : Epoch 1767 | loss: 0.0312173 | val_loss: 0.0312228 | Time: 5323.05 ms [2022-04-15 18:51:31 main:574] : INFO : Epoch 1768 | loss: 0.0312166 | val_loss: 0.0312238 | Time: 5319.12 ms [2022-04-15 18:51:36 main:574] : INFO : Epoch 1769 | loss: 0.0312174 | val_loss: 0.0312244 | Time: 5320.51 ms [2022-04-15 18:51:42 main:574] : INFO : Epoch 1770 | loss: 0.0312184 | val_loss: 0.0312216 | Time: 5325.01 ms [2022-04-15 18:51:47 main:574] : INFO : Epoch 1771 | loss: 0.0312156 | val_loss: 0.0312221 | Time: 5321.44 ms [2022-04-15 18:51:52 main:574] : INFO : Epoch 1772 | loss: 0.0312168 | val_loss: 0.0312253 | Time: 5317.75 ms [2022-04-15 18:51:58 main:574] : INFO : Epoch 1773 | loss: 0.0312165 | val_loss: 0.0312211 | Time: 5325.53 ms [2022-04-15 18:52:03 main:574] : INFO : Epoch 1774 | loss: 0.0312158 | val_loss: 0.0312208 | Time: 5315.4 ms [2022-04-15 18:52:08 main:574] : INFO : Epoch 1775 | loss: 0.0312164 | val_loss: 0.031224 | Time: 5319.91 ms [2022-04-15 18:52:13 main:574] : INFO : Epoch 1776 | loss: 0.0312167 | val_loss: 0.0312215 | Time: 5326.22 ms [2022-04-15 18:52:19 main:574] : INFO : Epoch 1777 | loss: 0.0312152 | val_loss: 0.0312212 | Time: 5320.67 ms [2022-04-15 18:52:24 main:574] : INFO : Epoch 1778 | loss: 0.0312183 | val_loss: 0.0312234 | Time: 5323.73 ms [2022-04-15 18:52:29 main:574] : INFO : Epoch 1779 | loss: 0.0312184 | val_loss: 0.0312213 | Time: 5320.25 ms [2022-04-15 18:52:35 main:574] : INFO : Epoch 1780 | loss: 0.0312196 | val_loss: 0.0312232 | Time: 5319.69 ms [2022-04-15 18:52:40 main:574] : INFO : Epoch 1781 | loss: 0.0312177 | val_loss: 0.0312278 | Time: 5322.12 ms [2022-04-15 18:52:45 main:574] : INFO : Epoch 1782 | loss: 0.0312173 | val_loss: 0.0312208 | Time: 5326.11 ms [2022-04-15 18:52:51 main:574] : INFO : Epoch 1783 | loss: 0.0312203 | val_loss: 0.0312229 | Time: 5319.22 ms [2022-04-15 18:52:56 main:574] : INFO : Epoch 1784 | loss: 0.0312172 | val_loss: 0.0312216 | Time: 5326.99 ms [2022-04-15 18:53:01 main:574] : INFO : Epoch 1785 | loss: 0.0312184 | val_loss: 0.0312219 | Time: 5321.18 ms [2022-04-15 18:53:07 main:574] : INFO : Epoch 1786 | loss: 0.0312182 | val_loss: 0.0312246 | Time: 5316.37 ms [2022-04-15 18:53:12 main:574] : INFO : Epoch 1787 | loss: 0.0312153 | val_loss: 0.0312222 | Time: 5322.96 ms [2022-04-15 18:53:17 main:574] : INFO : Epoch 1788 | loss: 0.0312174 | val_loss: 0.0312208 | Time: 5318.55 ms [2022-04-15 18:53:23 main:574] : INFO : Epoch 1789 | loss: 0.0312167 | val_loss: 0.0312204 | Time: 5321.82 ms [2022-04-15 18:53:28 main:574] : INFO : Epoch 1790 | loss: 0.0312151 | val_loss: 0.0312205 | Time: 5327.57 ms [2022-04-15 18:53:33 main:574] : INFO : Epoch 1791 | loss: 0.0312163 | val_loss: 0.0312213 | Time: 5325.2 ms [2022-04-15 18:53:39 main:574] : INFO : Epoch 1792 | loss: 0.0312147 | val_loss: 0.0312197 | Time: 5324.43 ms [2022-04-15 18:53:44 main:574] : INFO : Epoch 1793 | loss: 0.0312154 | val_loss: 0.0312201 | Time: 5321.61 ms [2022-04-15 18:53:49 main:574] : INFO : Epoch 1794 | loss: 0.0312178 | val_loss: 0.0312224 | Time: 5331.77 ms [2022-04-15 18:53:55 main:574] : INFO : Epoch 1795 | loss: 0.0312169 | val_loss: 0.031221 | Time: 5317.86 ms [2022-04-15 18:54:00 main:574] : INFO : Epoch 1796 | loss: 0.031215 | val_loss: 0.0312203 | Time: 5316.13 ms [2022-04-15 18:54:05 main:574] : INFO : Epoch 1797 | loss: 0.0312142 | val_loss: 0.0312224 | Time: 5329.6 ms [2022-04-15 18:54:11 main:574] : INFO : Epoch 1798 | loss: 0.0312156 | val_loss: 0.0312203 | Time: 5318.69 ms [2022-04-15 18:54:16 main:574] : INFO : Epoch 1799 | loss: 0.0312154 | val_loss: 0.0312239 | Time: 5324.64 ms [2022-04-15 18:54:21 main:574] : INFO : Epoch 1800 | loss: 0.0312155 | val_loss: 0.0312202 | Time: 5318.55 ms [2022-04-15 18:54:27 main:574] : INFO : Epoch 1801 | loss: 0.0312145 | val_loss: 0.0312275 | Time: 5328.04 ms [2022-04-15 18:54:32 main:574] : INFO : Epoch 1802 | loss: 0.0312171 | val_loss: 0.0312203 | Time: 5317.62 ms [2022-04-15 18:54:37 main:574] : INFO : Epoch 1803 | loss: 0.0312154 | val_loss: 0.0312224 | Time: 5320.45 ms [2022-04-15 18:54:43 main:574] : INFO : Epoch 1804 | loss: 0.0312154 | val_loss: 0.0312213 | Time: 5324.4 ms [2022-04-15 18:54:48 main:574] : INFO : Epoch 1805 | loss: 0.0312142 | val_loss: 0.0312223 | Time: 5330.41 ms [2022-04-15 18:54:53 main:574] : INFO : Epoch 1806 | loss: 0.0312142 | val_loss: 0.0312219 | Time: 5323.48 ms [2022-04-15 18:54:59 main:574] : INFO : Epoch 1807 | loss: 0.0312146 | val_loss: 0.0312219 | Time: 5328.06 ms [2022-04-15 18:55:04 main:574] : INFO : Epoch 1808 | loss: 0.0312141 | val_loss: 0.0312215 | Time: 5319.14 ms [2022-04-15 18:55:09 main:574] : INFO : Epoch 1809 | loss: 0.0312149 | val_loss: 0.0312203 | Time: 5317.56 ms [2022-04-15 18:55:15 main:574] : INFO : Epoch 1810 | loss: 0.0312162 | val_loss: 0.0312231 | Time: 5324.82 ms [2022-04-15 18:55:20 main:574] : INFO : Epoch 1811 | loss: 0.0312156 | val_loss: 0.0312206 | Time: 5322.29 ms [2022-04-15 18:55:25 main:574] : INFO : Epoch 1812 | loss: 0.0312155 | val_loss: 0.0312204 | Time: 5328.87 ms [2022-04-15 18:55:31 main:574] : INFO : Epoch 1813 | loss: 0.0312136 | val_loss: 0.0312209 | Time: 5317.07 ms [2022-04-15 18:55:36 main:574] : INFO : Epoch 1814 | loss: 0.0312154 | val_loss: 0.0312201 | Time: 5320.34 ms [2022-04-15 18:55:41 main:574] : INFO : Epoch 1815 | loss: 0.0312153 | val_loss: 0.0312233 | Time: 5325.52 ms [2022-04-15 18:55:47 main:574] : INFO : Epoch 1816 | loss: 0.0312158 | val_loss: 0.0312225 | Time: 5321.43 ms [2022-04-15 18:55:52 main:574] : INFO : Epoch 1817 | loss: 0.0312162 | val_loss: 0.0312196 | Time: 5325.07 ms [2022-04-15 18:55:57 main:574] : INFO : Epoch 1818 | loss: 0.0312173 | val_loss: 0.031226 | Time: 5326.97 ms [2022-04-15 18:56:03 main:574] : INFO : Epoch 1819 | loss: 0.0312157 | val_loss: 0.031222 | Time: 5325.23 ms [2022-04-15 18:56:08 main:574] : INFO : Epoch 1820 | loss: 0.031214 | val_loss: 0.0312206 | Time: 5319.83 ms [2022-04-15 18:56:13 main:574] : INFO : Epoch 1821 | loss: 0.031215 | val_loss: 0.0312207 | Time: 5320.19 ms [2022-04-15 18:56:19 main:574] : INFO : Epoch 1822 | loss: 0.0312161 | val_loss: 0.0312239 | Time: 5318.71 ms [2022-04-15 18:56:24 main:574] : INFO : Epoch 1823 | loss: 0.0312204 | val_loss: 0.031225 | Time: 5327.26 ms [2022-04-15 18:56:29 main:574] : INFO : Epoch 1824 | loss: 0.0312189 | val_loss: 0.031223 | Time: 5321.89 ms [2022-04-15 18:56:35 main:574] : INFO : Epoch 1825 | loss: 0.031216 | val_loss: 0.0312237 | Time: 5321.26 ms [2022-04-15 18:56:40 main:574] : INFO : Epoch 1826 | loss: 0.0312138 | val_loss: 0.0312229 | Time: 5327.17 ms [2022-04-15 18:56:45 main:574] : INFO : Epoch 1827 | loss: 0.0312133 | val_loss: 0.0312214 | Time: 5315.16 ms [2022-04-15 18:56:50 main:574] : INFO : Epoch 1828 | loss: 0.0312138 | val_loss: 0.031222 | Time: 5318.75 ms [2022-04-15 18:56:56 main:574] : INFO : Epoch 1829 | loss: 0.0312143 | val_loss: 0.0312224 | Time: 5321.22 ms [2022-04-15 18:57:01 main:574] : INFO : Epoch 1830 | loss: 0.0312153 | val_loss: 0.0312291 | Time: 5322.31 ms [2022-04-15 18:57:06 main:574] : INFO : Epoch 1831 | loss: 0.0312158 | val_loss: 0.0312213 | Time: 5322.36 ms [2022-04-15 18:57:12 main:574] : INFO : Epoch 1832 | loss: 0.031214 | val_loss: 0.0312228 | Time: 5325.36 ms [2022-04-15 18:57:17 main:574] : INFO : Epoch 1833 | loss: 0.0312136 | val_loss: 0.0312203 | Time: 5327.29 ms [2022-04-15 18:57:22 main:574] : INFO : Epoch 1834 | loss: 0.0312132 | val_loss: 0.0312202 | Time: 5320.73 ms [2022-04-15 18:57:28 main:574] : INFO : Epoch 1835 | loss: 0.0312135 | val_loss: 0.0312219 | Time: 5314.22 ms [2022-04-15 18:57:33 main:574] : INFO : Epoch 1836 | loss: 0.0312137 | val_loss: 0.0312223 | Time: 5320.41 ms [2022-04-15 18:57:38 main:574] : INFO : Epoch 1837 | loss: 0.0312135 | val_loss: 0.0312218 | Time: 5319.05 ms [2022-04-15 18:57:44 main:574] : INFO : Epoch 1838 | loss: 0.0312144 | val_loss: 0.0312222 | Time: 5325.08 ms [2022-04-15 18:57:49 main:574] : INFO : Epoch 1839 | loss: 0.0312191 | val_loss: 0.0312226 | Time: 5327.23 ms [2022-04-15 18:57:54 main:574] : INFO : Epoch 1840 | loss: 0.031216 | val_loss: 0.0312193 | Time: 5324.98 ms [2022-04-15 18:58:00 main:574] : INFO : Epoch 1841 | loss: 0.0312153 | val_loss: 0.0312194 | Time: 5321.6 ms [2022-04-15 18:58:05 main:574] : INFO : Epoch 1842 | loss: 0.0312185 | val_loss: 0.031233 | Time: 5327.69 ms [2022-04-15 18:58:10 main:574] : INFO : Epoch 1843 | loss: 0.031221 | val_loss: 0.0312234 | Time: 5322.15 ms [2022-04-15 18:58:16 main:574] : INFO : Epoch 1844 | loss: 0.0312158 | val_loss: 0.0312212 | Time: 5317.15 ms [2022-04-15 18:58:21 main:574] : INFO : Epoch 1845 | loss: 0.0312144 | val_loss: 0.0312191 | Time: 5320.73 ms [2022-04-15 18:58:26 main:574] : INFO : Epoch 1846 | loss: 0.0312142 | val_loss: 0.0312203 | Time: 5323.29 ms [2022-04-15 18:58:32 main:574] : INFO : Epoch 1847 | loss: 0.0312144 | val_loss: 0.0312226 | Time: 5326.03 ms [2022-04-15 18:58:37 main:574] : INFO : Epoch 1848 | loss: 0.0312172 | val_loss: 0.0312203 | Time: 5310.37 ms [2022-04-15 18:58:42 main:574] : INFO : Epoch 1849 | loss: 0.0312192 | val_loss: 0.0312255 | Time: 5316.53 ms [2022-04-15 18:58:48 main:574] : INFO : Epoch 1850 | loss: 0.0312181 | val_loss: 0.0312214 | Time: 5322.31 ms [2022-04-15 18:58:53 main:574] : INFO : Epoch 1851 | loss: 0.031215 | val_loss: 0.0312197 | Time: 5324.54 ms [2022-04-15 18:58:58 main:574] : INFO : Epoch 1852 | loss: 0.0312141 | val_loss: 0.0312192 | Time: 5320.6 ms [2022-04-15 18:59:04 main:574] : INFO : Epoch 1853 | loss: 0.0312134 | val_loss: 0.0312193 | Time: 5323.99 ms [2022-04-15 18:59:09 main:574] : INFO : Epoch 1854 | loss: 0.0312144 | val_loss: 0.031226 | Time: 5325.93 ms [2022-04-15 18:59:14 main:574] : INFO : Epoch 1855 | loss: 0.0312157 | val_loss: 0.0312194 | Time: 5321.1 ms [2022-04-15 18:59:20 main:574] : INFO : Epoch 1856 | loss: 0.0312178 | val_loss: 0.0312191 | Time: 5321.1 ms [2022-04-15 18:59:25 main:574] : INFO : Epoch 1857 | loss: 0.0312165 | val_loss: 0.0312188 | Time: 5325.63 ms [2022-04-15 18:59:30 main:574] : INFO : Epoch 1858 | loss: 0.0312131 | val_loss: 0.0312183 | Time: 5315.91 ms [2022-04-15 18:59:36 main:574] : INFO : Epoch 1859 | loss: 0.031214 | val_loss: 0.0312192 | Time: 5316.1 ms [2022-04-15 18:59:41 main:574] : INFO : Epoch 1860 | loss: 0.0312147 | val_loss: 0.0312202 | Time: 5327.25 ms [2022-04-15 18:59:46 main:574] : INFO : Epoch 1861 | loss: 0.0312141 | val_loss: 0.0312195 | Time: 5330.54 ms [2022-04-15 18:59:52 main:574] : INFO : Epoch 1862 | loss: 0.0312159 | val_loss: 0.0312183 | Time: 5320.09 ms [2022-04-15 18:59:57 main:574] : INFO : Epoch 1863 | loss: 0.0312161 | val_loss: 0.0312196 | Time: 5315.72 ms [2022-04-15 19:00:02 main:574] : INFO : Epoch 1864 | loss: 0.0312135 | val_loss: 0.0312182 | Time: 5322 ms [2022-04-15 19:00:08 main:574] : INFO : Epoch 1865 | loss: 0.031214 | val_loss: 0.0312183 | Time: 5322.13 ms [2022-04-15 19:00:13 main:574] : INFO : Epoch 1866 | loss: 0.0312129 | val_loss: 0.031219 | Time: 5322.43 ms [2022-04-15 19:00:18 main:574] : INFO : Epoch 1867 | loss: 0.0312135 | val_loss: 0.0312188 | Time: 5328.53 ms [2022-04-15 19:00:24 main:574] : INFO : Epoch 1868 | loss: 0.0312122 | val_loss: 0.0312195 | Time: 5321.48 ms [2022-04-15 19:00:29 main:574] : INFO : Epoch 1869 | loss: 0.0312136 | val_loss: 0.0312182 | Time: 5326.22 ms [2022-04-15 19:00:34 main:574] : INFO : Epoch 1870 | loss: 0.0312125 | val_loss: 0.0312199 | Time: 5316.81 ms [2022-04-15 19:00:40 main:574] : INFO : Epoch 1871 | loss: 0.0312156 | val_loss: 0.0312206 | Time: 5325.36 ms [2022-04-15 19:00:45 main:574] : INFO : Epoch 1872 | loss: 0.0312174 | val_loss: 0.0312194 | Time: 5320.52 ms [2022-04-15 19:00:50 main:574] : INFO : Epoch 1873 | loss: 0.0312133 | val_loss: 0.0312186 | Time: 5323.4 ms [2022-04-15 19:00:56 main:574] : INFO : Epoch 1874 | loss: 0.0312124 | val_loss: 0.0312212 | Time: 5326.14 ms [2022-04-15 19:01:01 main:574] : INFO : Epoch 1875 | loss: 0.0312132 | val_loss: 0.031218 | Time: 5322.82 ms [2022-04-15 19:01:06 main:574] : INFO : Epoch 1876 | loss: 0.0312129 | val_loss: 0.0312212 | Time: 5341.93 ms [2022-04-15 19:01:12 main:574] : INFO : Epoch 1877 | loss: 0.0312138 | val_loss: 0.0312189 | Time: 5320.5 ms [2022-04-15 19:01:17 main:574] : INFO : Epoch 1878 | loss: 0.0312122 | val_loss: 0.0312196 | Time: 5323.11 ms [2022-04-15 19:01:22 main:574] : INFO : Epoch 1879 | loss: 0.0312131 | val_loss: 0.0312207 | Time: 5322.71 ms [2022-04-15 19:01:28 main:574] : INFO : Epoch 1880 | loss: 0.0312125 | val_loss: 0.0312193 | Time: 5320.85 ms [2022-04-15 19:01:33 main:574] : INFO : Epoch 1881 | loss: 0.0312126 | val_loss: 0.0312219 | Time: 5320.25 ms [2022-04-15 19:01:38 main:574] : INFO : Epoch 1882 | loss: 0.0312143 | val_loss: 0.0312206 | Time: 5326.42 ms [2022-04-15 19:01:43 main:574] : INFO : Epoch 1883 | loss: 0.0312149 | val_loss: 0.0312206 | Time: 5320.77 ms [2022-04-15 19:01:49 main:574] : INFO : Epoch 1884 | loss: 0.0312122 | val_loss: 0.0312206 | Time: 5319.3 ms [2022-04-15 19:01:54 main:574] : INFO : Epoch 1885 | loss: 0.0312133 | val_loss: 0.0312197 | Time: 5326.64 ms [2022-04-15 19:01:59 main:574] : INFO : Epoch 1886 | loss: 0.0312132 | val_loss: 0.0312209 | Time: 5321 ms [2022-04-15 19:02:05 main:574] : INFO : Epoch 1887 | loss: 0.0312117 | val_loss: 0.0312188 | Time: 5319.54 ms [2022-04-15 19:02:10 main:574] : INFO : Epoch 1888 | loss: 0.0312113 | val_loss: 0.0312198 | Time: 5333.87 ms [2022-04-15 19:02:15 main:574] : INFO : Epoch 1889 | loss: 0.0312122 | val_loss: 0.0312216 | Time: 5330.3 ms [2022-04-15 19:02:21 main:574] : INFO : Epoch 1890 | loss: 0.0312118 | val_loss: 0.0312188 | Time: 5316.3 ms [2022-04-15 19:02:26 main:574] : INFO : Epoch 1891 | loss: 0.0312121 | val_loss: 0.0312211 | Time: 5318.27 ms [2022-04-15 19:02:31 main:574] : INFO : Epoch 1892 | loss: 0.0312141 | val_loss: 0.0312209 | Time: 5321.29 ms [2022-04-15 19:02:37 main:574] : INFO : Epoch 1893 | loss: 0.0312116 | val_loss: 0.0312211 | Time: 5322.18 ms [2022-04-15 19:02:42 main:574] : INFO : Epoch 1894 | loss: 0.0312123 | val_loss: 0.0312221 | Time: 5310.98 ms [2022-04-15 19:02:47 main:574] : INFO : Epoch 1895 | loss: 0.0312127 | val_loss: 0.0312214 | Time: 5324.51 ms [2022-04-15 19:02:53 main:574] : INFO : Epoch 1896 | loss: 0.0312147 | val_loss: 0.0312207 | Time: 5319.19 ms [2022-04-15 19:02:58 main:574] : INFO : Epoch 1897 | loss: 0.031212 | val_loss: 0.0312188 | Time: 5316.81 ms [2022-04-15 19:03:03 main:574] : INFO : Epoch 1898 | loss: 0.0312134 | val_loss: 0.0312214 | Time: 5323.06 ms [2022-04-15 19:03:09 main:574] : INFO : Epoch 1899 | loss: 0.0312126 | val_loss: 0.0312202 | Time: 5326.53 ms [2022-04-15 19:03:14 main:574] : INFO : Epoch 1900 | loss: 0.0312143 | val_loss: 0.0312206 | Time: 5324.19 ms [2022-04-15 19:03:19 main:574] : INFO : Epoch 1901 | loss: 0.0312137 | val_loss: 0.0312217 | Time: 5320.23 ms [2022-04-15 19:03:25 main:574] : INFO : Epoch 1902 | loss: 0.0312141 | val_loss: 0.0312228 | Time: 5328.78 ms [2022-04-15 19:03:30 main:574] : INFO : Epoch 1903 | loss: 0.0312137 | val_loss: 0.0312219 | Time: 5327.31 ms [2022-04-15 19:03:35 main:574] : INFO : Epoch 1904 | loss: 0.0312121 | val_loss: 0.0312198 | Time: 5317.97 ms [2022-04-15 19:03:41 main:574] : INFO : Epoch 1905 | loss: 0.0312111 | val_loss: 0.0312196 | Time: 5316.45 ms [2022-04-15 19:03:46 main:574] : INFO : Epoch 1906 | loss: 0.0312116 | val_loss: 0.03122 | Time: 5327.5 ms [2022-04-15 19:03:51 main:574] : INFO : Epoch 1907 | loss: 0.0312132 | val_loss: 0.0312227 | Time: 5323.02 ms [2022-04-15 19:03:57 main:574] : INFO : Epoch 1908 | loss: 0.0312126 | val_loss: 0.0312234 | Time: 5322.39 ms [2022-04-15 19:04:02 main:574] : INFO : Epoch 1909 | loss: 0.0312144 | val_loss: 0.0312228 | Time: 5321.97 ms [2022-04-15 19:04:07 main:574] : INFO : Epoch 1910 | loss: 0.0312123 | val_loss: 0.0312226 | Time: 5323.49 ms [2022-04-15 19:04:13 main:574] : INFO : Epoch 1911 | loss: 0.0312114 | val_loss: 0.0312203 | Time: 5317.43 ms [2022-04-15 19:04:18 main:574] : INFO : Epoch 1912 | loss: 0.0312127 | val_loss: 0.0312191 | Time: 5313.82 ms [2022-04-15 19:04:23 main:574] : INFO : Epoch 1913 | loss: 0.031214 | val_loss: 0.0312221 | Time: 5322.31 ms [2022-04-15 19:04:29 main:574] : INFO : Epoch 1914 | loss: 0.0312116 | val_loss: 0.03122 | Time: 5319.97 ms [2022-04-15 19:04:34 main:574] : INFO : Epoch 1915 | loss: 0.0312109 | val_loss: 0.0312201 | Time: 5318.34 ms [2022-04-15 19:04:39 main:574] : INFO : Epoch 1916 | loss: 0.0312113 | val_loss: 0.0312201 | Time: 5322.89 ms [2022-04-15 19:04:45 main:574] : INFO : Epoch 1917 | loss: 0.0312114 | val_loss: 0.0312201 | Time: 5318.93 ms [2022-04-15 19:04:50 main:574] : INFO : Epoch 1918 | loss: 0.0312115 | val_loss: 0.0312201 | Time: 5322.65 ms [2022-04-15 19:04:55 main:574] : INFO : Epoch 1919 | loss: 0.031212 | val_loss: 0.0312209 | Time: 5322.95 ms [2022-04-15 19:05:01 main:574] : INFO : Epoch 1920 | loss: 0.0312116 | val_loss: 0.0312208 | Time: 5321.01 ms [2022-04-15 19:05:06 main:574] : INFO : Epoch 1921 | loss: 0.0312118 | val_loss: 0.0312242 | Time: 5374.07 ms [2022-04-15 19:05:11 main:574] : INFO : Epoch 1922 | loss: 0.0312119 | val_loss: 0.0312218 | Time: 5322.17 ms [2022-04-15 19:05:17 main:574] : INFO : Epoch 1923 | loss: 0.0312118 | val_loss: 0.0312249 | Time: 5322.38 ms [2022-04-15 19:05:22 main:574] : INFO : Epoch 1924 | loss: 0.0312116 | val_loss: 0.0312189 | Time: 5327.11 ms [2022-04-15 19:05:27 main:574] : INFO : Epoch 1925 | loss: 0.03121 | val_loss: 0.0312204 | Time: 5328.98 ms [2022-04-15 19:05:33 main:574] : INFO : Epoch 1926 | loss: 0.0312103 | val_loss: 0.0312201 | Time: 5318.73 ms [2022-04-15 19:05:38 main:574] : INFO : Epoch 1927 | loss: 0.0312133 | val_loss: 0.0312215 | Time: 5319.91 ms [2022-04-15 19:05:43 main:574] : INFO : Epoch 1928 | loss: 0.0312115 | val_loss: 0.0312222 | Time: 5325.98 ms [2022-04-15 19:05:49 main:574] : INFO : Epoch 1929 | loss: 0.0312117 | val_loss: 0.0312197 | Time: 5315.46 ms [2022-04-15 19:05:54 main:574] : INFO : Epoch 1930 | loss: 0.0312114 | val_loss: 0.0312202 | Time: 5320.73 ms [2022-04-15 19:05:59 main:574] : INFO : Epoch 1931 | loss: 0.0312123 | val_loss: 0.0312221 | Time: 5325 ms [2022-04-15 19:06:05 main:574] : INFO : Epoch 1932 | loss: 0.0312127 | val_loss: 0.03122 | Time: 5322.88 ms [2022-04-15 19:06:10 main:574] : INFO : Epoch 1933 | loss: 0.0312128 | val_loss: 0.0312226 | Time: 5316.97 ms [2022-04-15 19:06:15 main:574] : INFO : Epoch 1934 | loss: 0.0312138 | val_loss: 0.0312223 | Time: 5329.01 ms [2022-04-15 19:06:21 main:574] : INFO : Epoch 1935 | loss: 0.0312149 | val_loss: 0.0312206 | Time: 5320.89 ms [2022-04-15 19:06:26 main:574] : INFO : Epoch 1936 | loss: 0.0312154 | val_loss: 0.0312216 | Time: 5317.75 ms [2022-04-15 19:06:31 main:574] : INFO : Epoch 1937 | loss: 0.0312136 | val_loss: 0.0312214 | Time: 5320.41 ms [2022-04-15 19:06:37 main:574] : INFO : Epoch 1938 | loss: 0.0312116 | val_loss: 0.0312203 | Time: 5324.35 ms [2022-04-15 19:06:42 main:574] : INFO : Epoch 1939 | loss: 0.0312113 | val_loss: 0.0312216 | Time: 5318.69 ms [2022-04-15 19:06:47 main:574] : INFO : Epoch 1940 | loss: 0.0312118 | val_loss: 0.031222 | Time: 5320 ms [2022-04-15 19:06:53 main:574] : INFO : Epoch 1941 | loss: 0.0312117 | val_loss: 0.0312243 | Time: 5328.92 ms [2022-04-15 19:06:58 main:574] : INFO : Epoch 1942 | loss: 0.0312118 | val_loss: 0.0312201 | Time: 5324.85 ms [2022-04-15 19:07:03 main:574] : INFO : Epoch 1943 | loss: 0.0312111 | val_loss: 0.0312191 | Time: 5323.43 ms [2022-04-15 19:07:09 main:574] : INFO : Epoch 1944 | loss: 0.0312108 | val_loss: 0.031219 | Time: 5327.36 ms [2022-04-15 19:07:14 main:574] : INFO : Epoch 1945 | loss: 0.031211 | val_loss: 0.0312218 | Time: 5324.21 ms [2022-04-15 19:07:19 main:574] : INFO : Epoch 1946 | loss: 0.0312109 | val_loss: 0.0312204 | Time: 5323.55 ms [2022-04-15 19:07:25 main:574] : INFO : Epoch 1947 | loss: 0.0312116 | val_loss: 0.031221 | Time: 5316.86 ms [2022-04-15 19:07:30 main:574] : INFO : Epoch 1948 | loss: 0.0312109 | val_loss: 0.031221 | Time: 5323.53 ms [2022-04-15 19:07:35 main:574] : INFO : Epoch 1949 | loss: 0.0312109 | val_loss: 0.0312221 | Time: 5317.06 ms [2022-04-15 19:07:41 main:574] : INFO : Epoch 1950 | loss: 0.031211 | val_loss: 0.0312234 | Time: 5324.61 ms [2022-04-15 19:07:46 main:574] : INFO : Epoch 1951 | loss: 0.0312113 | val_loss: 0.0312184 | Time: 5323.45 ms [2022-04-15 19:07:51 main:574] : INFO : Epoch 1952 | loss: 0.0312101 | val_loss: 0.0312202 | Time: 5323.81 ms [2022-04-15 19:07:57 main:574] : INFO : Epoch 1953 | loss: 0.0312107 | val_loss: 0.0312197 | Time: 5324.35 ms [2022-04-15 19:08:02 main:574] : INFO : Epoch 1954 | loss: 0.0312099 | val_loss: 0.0312196 | Time: 5328.97 ms [2022-04-15 19:08:07 main:574] : INFO : Epoch 1955 | loss: 0.0312104 | val_loss: 0.031221 | Time: 5324.25 ms [2022-04-15 19:08:13 main:574] : INFO : Epoch 1956 | loss: 0.0312105 | val_loss: 0.0312233 | Time: 5318.36 ms [2022-04-15 19:08:18 main:574] : INFO : Epoch 1957 | loss: 0.0312132 | val_loss: 0.0312274 | Time: 5322.13 ms [2022-04-15 19:08:23 main:574] : INFO : Epoch 1958 | loss: 0.0312135 | val_loss: 0.0312211 | Time: 5324.45 ms [2022-04-15 19:08:29 main:574] : INFO : Epoch 1959 | loss: 0.0312113 | val_loss: 0.0312241 | Time: 5323.78 ms [2022-04-15 19:08:34 main:574] : INFO : Epoch 1960 | loss: 0.0312136 | val_loss: 0.0312203 | Time: 5323.4 ms [2022-04-15 19:08:39 main:574] : INFO : Epoch 1961 | loss: 0.031212 | val_loss: 0.0312206 | Time: 5320.39 ms [2022-04-15 19:08:44 main:574] : INFO : Epoch 1962 | loss: 0.0312115 | val_loss: 0.0312184 | Time: 5314.89 ms [2022-04-15 19:08:50 main:574] : INFO : Epoch 1963 | loss: 0.0312108 | val_loss: 0.0312238 | Time: 5319.42 ms [2022-04-15 19:08:55 main:574] : INFO : Epoch 1964 | loss: 0.0312104 | val_loss: 0.0312231 | Time: 5313.94 ms [2022-04-15 19:09:00 main:574] : INFO : Epoch 1965 | loss: 0.0312112 | val_loss: 0.0312329 | Time: 5323.33 ms [2022-04-15 19:09:06 main:574] : INFO : Epoch 1966 | loss: 0.0312125 | val_loss: 0.0312256 | Time: 5327.56 ms [2022-04-15 19:09:11 main:574] : INFO : Epoch 1967 | loss: 0.0312129 | val_loss: 0.0312227 | Time: 5326.85 ms [2022-04-15 19:09:16 main:574] : INFO : Epoch 1968 | loss: 0.0312109 | val_loss: 0.0312205 | Time: 5327.92 ms [2022-04-15 19:09:22 main:574] : INFO : Epoch 1969 | loss: 0.0312109 | val_loss: 0.0312213 | Time: 5319.54 ms [2022-04-15 19:09:27 main:574] : INFO : Epoch 1970 | loss: 0.0312121 | val_loss: 0.0312231 | Time: 5316.88 ms [2022-04-15 19:09:32 main:574] : INFO : Epoch 1971 | loss: 0.0312096 | val_loss: 0.0312197 | Time: 5322.61 ms [2022-04-15 19:09:38 main:574] : INFO : Epoch 1972 | loss: 0.0312102 | val_loss: 0.0312204 | Time: 5320.52 ms [2022-04-15 19:09:43 main:574] : INFO : Epoch 1973 | loss: 0.0312108 | val_loss: 0.031221 | Time: 5319.07 ms [2022-04-15 19:09:48 main:574] : INFO : Epoch 1974 | loss: 0.0312102 | val_loss: 0.0312215 | Time: 5317.85 ms [2022-04-15 19:09:54 main:574] : INFO : Epoch 1975 | loss: 0.0312108 | val_loss: 0.0312201 | Time: 5320.9 ms [2022-04-15 19:09:59 main:574] : INFO : Epoch 1976 | loss: 0.0312103 | val_loss: 0.0312232 | Time: 5321.08 ms [2022-04-15 19:10:04 main:574] : INFO : Epoch 1977 | loss: 0.031212 | val_loss: 0.0312225 | Time: 5322.52 ms [2022-04-15 19:10:10 main:574] : INFO : Epoch 1978 | loss: 0.031212 | val_loss: 0.0312213 | Time: 5311.89 ms [2022-04-15 19:10:15 main:574] : INFO : Epoch 1979 | loss: 0.031211 | val_loss: 0.0312196 | Time: 5324.72 ms [2022-04-15 19:10:20 main:574] : INFO : Epoch 1980 | loss: 0.0312129 | val_loss: 0.0312213 | Time: 5321.24 ms [2022-04-15 19:10:26 main:574] : INFO : Epoch 1981 | loss: 0.0312115 | val_loss: 0.0312217 | Time: 5324.56 ms [2022-04-15 19:10:31 main:574] : INFO : Epoch 1982 | loss: 0.0312104 | val_loss: 0.0312205 | Time: 5316.22 ms [2022-04-15 19:10:36 main:574] : INFO : Epoch 1983 | loss: 0.0312127 | val_loss: 0.0312309 | Time: 5320.34 ms [2022-04-15 19:10:42 main:574] : INFO : Epoch 1984 | loss: 0.0312133 | val_loss: 0.0312197 | Time: 5315.99 ms [2022-04-15 19:10:47 main:574] : INFO : Epoch 1985 | loss: 0.0312106 | val_loss: 0.0312213 | Time: 5321.61 ms [2022-04-15 19:10:52 main:574] : INFO : Epoch 1986 | loss: 0.0312118 | val_loss: 0.0312215 | Time: 5320.67 ms [2022-04-15 19:10:58 main:574] : INFO : Epoch 1987 | loss: 0.0312141 | val_loss: 0.031227 | Time: 5331.11 ms [2022-04-15 19:11:03 main:574] : INFO : Epoch 1988 | loss: 0.0312142 | val_loss: 0.0312227 | Time: 5331.15 ms [2022-04-15 19:11:08 main:574] : INFO : Epoch 1989 | loss: 0.0312143 | val_loss: 0.0312269 | Time: 5318.5 ms [2022-04-15 19:11:14 main:574] : INFO : Epoch 1990 | loss: 0.0312148 | val_loss: 0.0312291 | Time: 5319.16 ms [2022-04-15 19:11:19 main:574] : INFO : Epoch 1991 | loss: 0.0312124 | val_loss: 0.0312246 | Time: 5323.99 ms [2022-04-15 19:11:24 main:574] : INFO : Epoch 1992 | loss: 0.0312147 | val_loss: 0.0312218 | Time: 5321.71 ms [2022-04-15 19:11:30 main:574] : INFO : Epoch 1993 | loss: 0.0312118 | val_loss: 0.0312203 | Time: 5328.21 ms [2022-04-15 19:11:35 main:574] : INFO : Epoch 1994 | loss: 0.031211 | val_loss: 0.0312213 | Time: 5326.95 ms [2022-04-15 19:11:40 main:574] : INFO : Epoch 1995 | loss: 0.0312112 | val_loss: 0.0312219 | Time: 5313.58 ms [2022-04-15 19:11:46 main:574] : INFO : Epoch 1996 | loss: 0.0312129 | val_loss: 0.0312223 | Time: 5326.47 ms [2022-04-15 19:11:51 main:574] : INFO : Epoch 1997 | loss: 0.0312118 | val_loss: 0.0312216 | Time: 5321.24 ms [2022-04-15 19:11:56 main:574] : INFO : Epoch 1998 | loss: 0.0312128 | val_loss: 0.0312223 | Time: 5321.45 ms [2022-04-15 19:12:02 main:574] : INFO : Epoch 1999 | loss: 0.0312106 | val_loss: 0.0312238 | Time: 5326.83 ms [2022-04-15 19:12:07 main:574] : INFO : Epoch 2000 | loss: 0.0312118 | val_loss: 0.0312238 | Time: 5324.56 ms [2022-04-15 19:12:12 main:574] : INFO : Epoch 2001 | loss: 0.0312113 | val_loss: 0.0312209 | Time: 5325.7 ms [2022-04-15 19:12:18 main:574] : INFO : Epoch 2002 | loss: 0.0312124 | val_loss: 0.031224 | Time: 5320.32 ms [2022-04-15 19:12:23 main:574] : INFO : Epoch 2003 | loss: 0.0312138 | val_loss: 0.0312222 | Time: 5316.4 ms [2022-04-15 19:12:28 main:574] : INFO : Epoch 2004 | loss: 0.0312141 | val_loss: 0.0312234 | Time: 5327.49 ms [2022-04-15 19:12:34 main:574] : INFO : Epoch 2005 | loss: 0.0312115 | val_loss: 0.0312224 | Time: 5320.8 ms [2022-04-15 19:12:39 main:574] : INFO : Epoch 2006 | loss: 0.0312098 | val_loss: 0.0312207 | Time: 5329.1 ms [2022-04-15 19:12:44 main:574] : INFO : Epoch 2007 | loss: 0.0312098 | val_loss: 0.0312203 | Time: 5325.25 ms [2022-04-15 19:12:50 main:574] : INFO : Epoch 2008 | loss: 0.0312104 | val_loss: 0.0312224 | Time: 5330.44 ms [2022-04-15 19:12:55 main:574] : INFO : Epoch 2009 | loss: 0.0312104 | val_loss: 0.0312207 | Time: 5324.07 ms [2022-04-15 19:13:00 main:574] : INFO : Epoch 2010 | loss: 0.0312098 | val_loss: 0.0312209 | Time: 5321.01 ms [2022-04-15 19:13:06 main:574] : INFO : Epoch 2011 | loss: 0.0312099 | val_loss: 0.0312217 | Time: 5325.33 ms [2022-04-15 19:13:11 main:574] : INFO : Epoch 2012 | loss: 0.0312099 | val_loss: 0.0312202 | Time: 5327.33 ms [2022-04-15 19:13:16 main:574] : INFO : Epoch 2013 | loss: 0.0312119 | val_loss: 0.0312248 | Time: 5324.71 ms [2022-04-15 19:13:21 main:574] : INFO : Epoch 2014 | loss: 0.0312107 | val_loss: 0.0312252 | Time: 5325.99 ms [2022-04-15 19:13:27 main:574] : INFO : Epoch 2015 | loss: 0.0312122 | val_loss: 0.0312232 | Time: 5324.8 ms [2022-04-15 19:13:32 main:574] : INFO : Epoch 2016 | loss: 0.0312126 | val_loss: 0.0312226 | Time: 5326.63 ms [2022-04-15 19:13:37 main:574] : INFO : Epoch 2017 | loss: 0.0312123 | val_loss: 0.0312204 | Time: 5307.74 ms [2022-04-15 19:13:43 main:574] : INFO : Epoch 2018 | loss: 0.0312112 | val_loss: 0.0312209 | Time: 5327.64 ms [2022-04-15 19:13:48 main:574] : INFO : Epoch 2019 | loss: 0.0312098 | val_loss: 0.0312194 | Time: 5317.31 ms [2022-04-15 19:13:53 main:574] : INFO : Epoch 2020 | loss: 0.0312094 | val_loss: 0.0312196 | Time: 5322.34 ms [2022-04-15 19:13:59 main:574] : INFO : Epoch 2021 | loss: 0.0312113 | val_loss: 0.0312201 | Time: 5329.96 ms [2022-04-15 19:14:04 main:574] : INFO : Epoch 2022 | loss: 0.0312104 | val_loss: 0.031223 | Time: 5321.16 ms [2022-04-15 19:14:09 main:574] : INFO : Epoch 2023 | loss: 0.0312098 | val_loss: 0.0312198 | Time: 5318.73 ms [2022-04-15 19:14:15 main:574] : INFO : Epoch 2024 | loss: 0.0312088 | val_loss: 0.0312206 | Time: 5317.93 ms [2022-04-15 19:14:20 main:574] : INFO : Epoch 2025 | loss: 0.0312104 | val_loss: 0.031223 | Time: 5322.97 ms [2022-04-15 19:14:25 main:574] : INFO : Epoch 2026 | loss: 0.0312098 | val_loss: 0.0312222 | Time: 5319.16 ms [2022-04-15 19:14:31 main:574] : INFO : Epoch 2027 | loss: 0.0312119 | val_loss: 0.0312211 | Time: 5311.68 ms [2022-04-15 19:14:36 main:574] : INFO : Epoch 2028 | loss: 0.031212 | val_loss: 0.0312251 | Time: 5332.18 ms [2022-04-15 19:14:41 main:574] : INFO : Epoch 2029 | loss: 0.0312109 | val_loss: 0.0312194 | Time: 5327.48 ms [2022-04-15 19:14:47 main:574] : INFO : Epoch 2030 | loss: 0.0312088 | val_loss: 0.0312194 | Time: 5323.53 ms [2022-04-15 19:14:52 main:574] : INFO : Epoch 2031 | loss: 0.0312089 | val_loss: 0.0312193 | Time: 5321.69 ms [2022-04-15 19:14:57 main:574] : INFO : Epoch 2032 | loss: 0.0312096 | val_loss: 0.0312236 | Time: 5323.55 ms [2022-04-15 19:15:03 main:574] : INFO : Epoch 2033 | loss: 0.0312119 | val_loss: 0.0312218 | Time: 5319.28 ms [2022-04-15 19:15:08 main:574] : INFO : Epoch 2034 | loss: 0.0312104 | val_loss: 0.0312207 | Time: 5319.25 ms [2022-04-15 19:15:13 main:574] : INFO : Epoch 2035 | loss: 0.0312099 | val_loss: 0.0312223 | Time: 5332.57 ms [2022-04-15 19:15:19 main:574] : INFO : Epoch 2036 | loss: 0.0312094 | val_loss: 0.0312213 | Time: 5326.97 ms [2022-04-15 19:15:24 main:574] : INFO : Epoch 2037 | loss: 0.0312093 | val_loss: 0.0312201 | Time: 5322.11 ms [2022-04-15 19:15:29 main:574] : INFO : Epoch 2038 | loss: 0.0312106 | val_loss: 0.0312203 | Time: 5325.61 ms [2022-04-15 19:15:35 main:574] : INFO : Epoch 2039 | loss: 0.0312134 | val_loss: 0.0312214 | Time: 5321.24 ms [2022-04-15 19:15:40 main:574] : INFO : Epoch 2040 | loss: 0.0312109 | val_loss: 0.0312299 | Time: 5323.19 ms [2022-04-15 19:15:45 main:574] : INFO : Epoch 2041 | loss: 0.0312122 | val_loss: 0.0312203 | Time: 5323.25 ms [2022-04-15 19:15:51 main:574] : INFO : Epoch 2042 | loss: 0.0312138 | val_loss: 0.031224 | Time: 5324.16 ms [2022-04-15 19:15:56 main:574] : INFO : Epoch 2043 | loss: 0.0312108 | val_loss: 0.0312252 | Time: 5320.06 ms [2022-04-15 19:16:01 main:574] : INFO : Epoch 2044 | loss: 0.0312108 | val_loss: 0.0312228 | Time: 5321.83 ms [2022-04-15 19:16:07 main:574] : INFO : Epoch 2045 | loss: 0.0312117 | val_loss: 0.0312223 | Time: 5317.18 ms [2022-04-15 19:16:12 main:574] : INFO : Epoch 2046 | loss: 0.0312106 | val_loss: 0.0312242 | Time: 5329.32 ms [2022-04-15 19:16:17 main:574] : INFO : Epoch 2047 | loss: 0.031209 | val_loss: 0.0312199 | Time: 5318.69 ms [2022-04-15 19:16:23 main:574] : INFO : Epoch 2048 | loss: 0.0312092 | val_loss: 0.0312204 | Time: 5322.05 ms [2022-04-15 19:16:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312204 [2022-04-15 19:16:23 main:603] : INFO : Saving end state to config to file [2022-04-15 19:16:23 main:608] : INFO : Success, exiting.. 19:16:23 (5388): 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)