Task 5238028
| Name | ParityModified-1619581308-18522-3_0 |
| Workunit | 3152786 |
| Created | 26 May 2021, 10:26:52 UTC |
| Sent | 28 May 2021, 21:44:20 UTC |
| Report deadline | 4 Jun 2021, 21:44:20 UTC |
| Received | 29 May 2021, 4:55:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 8 min 33 sec |
| CPU time | 5 hours 42 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 26.3 ms [2021-05-29 04:22:32 main:574] : INFO : Epoch 1542 | loss: 0.0312268 | val_loss: 0.0312218 | Time: 11632 ms [2021-05-29 04:22:43 main:574] : INFO : Epoch 1543 | loss: 0.0312262 | val_loss: 0.0312216 | Time: 10815.1 ms [2021-05-29 04:22:54 main:574] : INFO : Epoch 1544 | loss: 0.0312259 | val_loss: 0.0312213 | Time: 11182.7 ms [2021-05-29 04:23:06 main:574] : INFO : Epoch 1545 | loss: 0.031226 | val_loss: 0.0312228 | Time: 11165.5 ms [2021-05-29 04:23:17 main:574] : INFO : Epoch 1546 | loss: 0.0312265 | val_loss: 0.0312216 | Time: 11521.4 ms [2021-05-29 04:23:28 main:574] : INFO : Epoch 1547 | loss: 0.0312266 | val_loss: 0.0312238 | Time: 10512.1 ms [2021-05-29 04:23:39 main:574] : INFO : Epoch 1548 | loss: 0.0312277 | val_loss: 0.0312213 | Time: 11127.9 ms [2021-05-29 04:23:50 main:574] : INFO : Epoch 1549 | loss: 0.0312277 | val_loss: 0.0312225 | Time: 11196 ms [2021-05-29 04:24:02 main:574] : INFO : Epoch 1550 | loss: 0.031228 | val_loss: 0.0312232 | Time: 11396.3 ms [2021-05-29 04:24:13 main:574] : INFO : Epoch 1551 | loss: 0.0312279 | val_loss: 0.0312233 | Time: 11128.8 ms [2021-05-29 04:24:23 main:574] : INFO : Epoch 1552 | loss: 0.0312282 | val_loss: 0.0312237 | Time: 10203.8 ms [2021-05-29 04:24:34 main:574] : INFO : Epoch 1553 | loss: 0.0312285 | val_loss: 0.0312251 | Time: 10344 ms [2021-05-29 04:24:45 main:574] : INFO : Epoch 1554 | loss: 0.0312292 | val_loss: 0.0312243 | Time: 10840.6 ms [2021-05-29 04:24:56 main:574] : INFO : Epoch 1555 | loss: 0.0312294 | val_loss: 0.0312232 | Time: 10947.2 ms [2021-05-29 04:25:06 main:574] : INFO : Epoch 1556 | loss: 0.0312313 | val_loss: 0.0312258 | Time: 10791 ms [2021-05-29 04:25:17 main:574] : INFO : Epoch 1557 | loss: 0.0312326 | val_loss: 0.0312276 | Time: 10660.6 ms [2021-05-29 04:25:28 main:574] : INFO : Epoch 1558 | loss: 0.031231 | val_loss: 0.0312258 | Time: 10685.5 ms [2021-05-29 04:25:39 main:574] : INFO : Epoch 1559 | loss: 0.0312292 | val_loss: 0.0312244 | Time: 11035.2 ms [2021-05-29 04:25:50 main:574] : INFO : Epoch 1560 | loss: 0.0312312 | val_loss: 0.0312254 | Time: 11019.6 ms [2021-05-29 04:26:01 main:574] : INFO : Epoch 1561 | loss: 0.031229 | val_loss: 0.0312244 | Time: 10943.1 ms [2021-05-29 04:26:12 main:574] : INFO : Epoch 1562 | loss: 0.0312286 | val_loss: 0.0312242 | Time: 11402.6 ms [2021-05-29 04:26:24 main:574] : INFO : Epoch 1563 | loss: 0.0312283 | val_loss: 0.0312255 | Time: 11541 ms [2021-05-29 04:26:34 main:574] : INFO : Epoch 1564 | loss: 0.0312278 | val_loss: 0.0312249 | Time: 10268.4 ms [2021-05-29 04:26:45 main:574] : INFO : Epoch 1565 | loss: 0.0312271 | val_loss: 0.0312246 | Time: 10985 ms [2021-05-29 04:26:57 main:574] : INFO : Epoch 1566 | loss: 0.0312277 | val_loss: 0.0312238 | Time: 11717.6 ms [2021-05-29 04:27:08 main:574] : INFO : Epoch 1567 | loss: 0.0312275 | val_loss: 0.031226 | Time: 10734.9 ms [2021-05-29 04:27:19 main:574] : INFO : Epoch 1568 | loss: 0.0312276 | val_loss: 0.0312238 | Time: 10849.2 ms [2021-05-29 04:27:31 main:574] : INFO : Epoch 1569 | loss: 0.0312284 | val_loss: 0.0312262 | Time: 12322.4 ms [2021-05-29 04:27:42 main:574] : INFO : Epoch 1570 | loss: 0.0312293 | val_loss: 0.0312248 | Time: 10709.1 ms [2021-05-29 04:27:53 main:574] : INFO : Epoch 1571 | loss: 0.0312299 | val_loss: 0.0312237 | Time: 11102.7 ms [2021-05-29 04:28:04 main:574] : INFO : Epoch 1572 | loss: 0.03123 | val_loss: 0.0312248 | Time: 10381.8 ms [2021-05-29 04:28:14 main:574] : INFO : Epoch 1573 | loss: 0.0312297 | val_loss: 0.0312267 | Time: 10491.8 ms [2021-05-29 04:28:26 main:574] : INFO : Epoch 1574 | loss: 0.031233 | val_loss: 0.0312281 | Time: 11461.1 ms [2021-05-29 04:28:37 main:574] : INFO : Epoch 1575 | loss: 0.0312335 | val_loss: 0.0312282 | Time: 10522.3 ms [2021-05-29 04:28:48 main:574] : INFO : Epoch 1576 | loss: 0.0312288 | val_loss: 0.0312246 | Time: 10884.1 ms [2021-05-29 04:28:59 main:574] : INFO : Epoch 1577 | loss: 0.0312286 | val_loss: 0.0312234 | Time: 11462.5 ms [2021-05-29 04:29:10 main:574] : INFO : Epoch 1578 | loss: 0.0312293 | val_loss: 0.0312233 | Time: 10859.7 ms [2021-05-29 04:29:21 main:574] : INFO : Epoch 1579 | loss: 0.0312281 | val_loss: 0.0312248 | Time: 10724.3 ms [2021-05-29 04:29:32 main:574] : INFO : Epoch 1580 | loss: 0.0312293 | val_loss: 0.031223 | Time: 10834.6 ms [2021-05-29 04:29:43 main:574] : INFO : Epoch 1581 | loss: 0.0312283 | val_loss: 0.0312233 | Time: 11510.1 ms [2021-05-29 04:29:54 main:574] : INFO : Epoch 1582 | loss: 0.0312274 | val_loss: 0.0312241 | Time: 10216 ms [2021-05-29 04:30:04 main:574] : INFO : Epoch 1583 | loss: 0.0312292 | val_loss: 0.0312267 | Time: 10180.4 ms [2021-05-29 04:30:14 main:574] : INFO : Epoch 1584 | loss: 0.0312289 | val_loss: 0.0312254 | Time: 10564 ms [2021-05-29 04:30:26 main:574] : INFO : Epoch 1585 | loss: 0.0312298 | val_loss: 0.0312229 | Time: 11158.9 ms [2021-05-29 04:30:36 main:574] : INFO : Epoch 1586 | loss: 0.0312285 | val_loss: 0.0312227 | Time: 10737.1 ms [2021-05-29 04:30:47 main:574] : INFO : Epoch 1587 | loss: 0.0312283 | val_loss: 0.0312223 | Time: 10547.9 ms [2021-05-29 04:30:57 main:574] : INFO : Epoch 1588 | loss: 0.03123 | val_loss: 0.0312268 | Time: 9929.32 ms [2021-05-29 04:31:08 main:574] : INFO : Epoch 1589 | loss: 0.0312303 | val_loss: 0.0312295 | Time: 10861.9 ms [2021-05-29 04:31:19 main:574] : INFO : Epoch 1590 | loss: 0.0312297 | val_loss: 0.0312285 | Time: 11201.2 ms [2021-05-29 04:31:31 main:574] : INFO : Epoch 1591 | loss: 0.0312305 | val_loss: 0.0312284 | Time: 11518.9 ms [2021-05-29 04:31:42 main:574] : INFO : Epoch 1592 | loss: 0.031229 | val_loss: 0.0312276 | Time: 10673.9 ms [2021-05-29 04:31:52 main:574] : INFO : Epoch 1593 | loss: 0.031231 | val_loss: 0.0312294 | Time: 10692 ms [2021-05-29 04:32:04 main:574] : INFO : Epoch 1594 | loss: 0.0312335 | val_loss: 0.0312271 | Time: 11603.8 ms [2021-05-29 04:32:15 main:574] : INFO : Epoch 1595 | loss: 0.0312322 | val_loss: 0.031227 | Time: 11257.7 ms [2021-05-29 04:32:27 main:574] : INFO : Epoch 1596 | loss: 0.0312342 | val_loss: 0.031227 | Time: 11105.6 ms [2021-05-29 04:32:38 main:574] : INFO : Epoch 1597 | loss: 0.0312332 | val_loss: 0.03123 | Time: 11136.8 ms [2021-05-29 04:32:50 main:574] : INFO : Epoch 1598 | loss: 0.031232 | val_loss: 0.0312303 | Time: 12057.9 ms [2021-05-29 04:33:00 main:574] : INFO : Epoch 1599 | loss: 0.0312314 | val_loss: 0.0312287 | Time: 9785.21 ms [2021-05-29 04:33:10 main:574] : INFO : Epoch 1600 | loss: 0.0312322 | val_loss: 0.0312311 | Time: 10340.7 ms [2021-05-29 04:33:22 main:574] : INFO : Epoch 1601 | loss: 0.031232 | val_loss: 0.0312295 | Time: 11233.9 ms [2021-05-29 04:33:33 main:574] : INFO : Epoch 1602 | loss: 0.0312351 | val_loss: 0.0312341 | Time: 10911.2 ms [2021-05-29 04:33:44 main:574] : INFO : Epoch 1603 | loss: 0.0312345 | val_loss: 0.0312324 | Time: 10924.2 ms [2021-05-29 04:33:54 main:574] : INFO : Epoch 1604 | loss: 0.0312329 | val_loss: 0.0312301 | Time: 10677.1 ms [2021-05-29 04:34:06 main:574] : INFO : Epoch 1605 | loss: 0.0312319 | val_loss: 0.0312299 | Time: 11310.3 ms [2021-05-29 04:34:17 main:574] : INFO : Epoch 1606 | loss: 0.031231 | val_loss: 0.0312271 | Time: 10736.9 ms [2021-05-29 04:34:28 main:574] : INFO : Epoch 1607 | loss: 0.0312298 | val_loss: 0.0312281 | Time: 11158.4 ms [2021-05-29 04:34:40 main:574] : INFO : Epoch 1608 | loss: 0.031231 | val_loss: 0.0312246 | Time: 11768.8 ms [2021-05-29 04:34:51 main:574] : INFO : Epoch 1609 | loss: 0.0312295 | val_loss: 0.0312251 | Time: 11708.9 ms [2021-05-29 04:35:02 main:574] : INFO : Epoch 1610 | loss: 0.0312295 | val_loss: 0.0312253 | Time: 10839.3 ms [2021-05-29 04:35:13 main:574] : INFO : Epoch 1611 | loss: 0.0312304 | val_loss: 0.0312258 | Time: 10408.8 ms [2021-05-29 04:35:23 main:574] : INFO : Epoch 1612 | loss: 0.0312303 | val_loss: 0.0312292 | Time: 9832.51 ms [2021-05-29 04:35:34 main:574] : INFO : Epoch 1613 | loss: 0.031233 | val_loss: 0.0312344 | Time: 10872.6 ms [2021-05-29 04:35:45 main:574] : INFO : Epoch 1614 | loss: 0.0312314 | val_loss: 0.0312254 | Time: 11089.2 ms [2021-05-29 04:35:56 main:574] : INFO : Epoch 1615 | loss: 0.0312332 | val_loss: 0.0312257 | Time: 10697.9 ms [2021-05-29 04:36:07 main:574] : INFO : Epoch 1616 | loss: 0.0312308 | val_loss: 0.031226 | Time: 11055.8 ms [2021-05-29 04:36:18 main:574] : INFO : Epoch 1617 | loss: 0.0312287 | val_loss: 0.0312225 | Time: 11283.8 ms [2021-05-29 04:36:29 main:574] : INFO : Epoch 1618 | loss: 0.0312293 | val_loss: 0.0312225 | Time: 10534 ms [2021-05-29 04:36:40 main:574] : INFO : Epoch 1619 | loss: 0.0312301 | val_loss: 0.0312238 | Time: 11155.4 ms [2021-05-29 04:36:51 main:574] : INFO : Epoch 1620 | loss: 0.0312308 | val_loss: 0.0312229 | Time: 11410.3 ms [2021-05-29 04:37:02 main:574] : INFO : Epoch 1621 | loss: 0.0312315 | val_loss: 0.0312261 | Time: 10696.7 ms [2021-05-29 04:37:12 main:574] : INFO : Epoch 1622 | loss: 0.0312304 | val_loss: 0.0312258 | Time: 10360.3 ms [2021-05-29 04:37:24 main:574] : INFO : Epoch 1623 | loss: 0.0312291 | val_loss: 0.0312282 | Time: 11331.3 ms [2021-05-29 04:37:35 main:574] : INFO : Epoch 1624 | loss: 0.0312293 | val_loss: 0.0312238 | Time: 10650.9 ms [2021-05-29 04:37:45 main:574] : INFO : Epoch 1625 | loss: 0.0312287 | val_loss: 0.0312239 | Time: 10751.6 ms [2021-05-29 04:37:56 main:574] : INFO : Epoch 1626 | loss: 0.0312279 | val_loss: 0.0312224 | Time: 11075.8 ms [2021-05-29 04:38:07 main:574] : INFO : Epoch 1627 | loss: 0.0312287 | val_loss: 0.0312252 | Time: 10652.4 ms [2021-05-29 04:38:18 main:574] : INFO : Epoch 1628 | loss: 0.0312281 | val_loss: 0.0312242 | Time: 10800.9 ms [2021-05-29 04:38:29 main:574] : INFO : Epoch 1629 | loss: 0.0312275 | val_loss: 0.0312246 | Time: 10859 ms [2021-05-29 04:38:39 main:574] : INFO : Epoch 1630 | loss: 0.0312283 | val_loss: 0.0312217 | Time: 10297.8 ms [2021-05-29 04:38:50 main:574] : INFO : Epoch 1631 | loss: 0.0312283 | val_loss: 0.0312238 | Time: 11034.3 ms [2021-05-29 04:39:01 main:574] : INFO : Epoch 1632 | loss: 0.0312279 | val_loss: 0.0312229 | Time: 10306.2 ms [2021-05-29 04:39:12 main:574] : INFO : Epoch 1633 | loss: 0.0312279 | val_loss: 0.031224 | Time: 10775.5 ms [2021-05-29 04:39:23 main:574] : INFO : Epoch 1634 | loss: 0.0312283 | val_loss: 0.0312222 | Time: 11427.7 ms [2021-05-29 04:39:34 main:574] : INFO : Epoch 1635 | loss: 0.0312282 | val_loss: 0.0312257 | Time: 10637.9 ms [2021-05-29 04:39:45 main:574] : INFO : Epoch 1636 | loss: 0.0312284 | val_loss: 0.0312281 | Time: 11598.2 ms [2021-05-29 04:39:56 main:574] : INFO : Epoch 1637 | loss: 0.0312322 | val_loss: 0.0312271 | Time: 10361 ms [2021-05-29 04:40:06 main:574] : INFO : Epoch 1638 | loss: 0.0312328 | val_loss: 0.0312253 | Time: 10465.1 ms [2021-05-29 04:40:18 main:574] : INFO : Epoch 1639 | loss: 0.0312336 | val_loss: 0.0312279 | Time: 11317.4 ms [2021-05-29 04:40:29 main:574] : INFO : Epoch 1640 | loss: 0.0312326 | val_loss: 0.0312282 | Time: 11257.5 ms [2021-05-29 04:40:40 main:574] : INFO : Epoch 1641 | loss: 0.0312329 | val_loss: 0.0312293 | Time: 10670.5 ms [2021-05-29 04:40:51 main:574] : INFO : Epoch 1642 | loss: 0.0312314 | val_loss: 0.0312276 | Time: 11198.7 ms [2021-05-29 04:41:02 main:574] : INFO : Epoch 1643 | loss: 0.0312304 | val_loss: 0.0312281 | Time: 10606.8 ms [2021-05-29 04:41:13 main:574] : INFO : Epoch 1644 | loss: 0.0312307 | val_loss: 0.0312255 | Time: 10805.7 ms [2021-05-29 04:41:24 main:574] : INFO : Epoch 1645 | loss: 0.0312316 | val_loss: 0.0312302 | Time: 10804.5 ms [2021-05-29 04:41:35 main:574] : INFO : Epoch 1646 | loss: 0.031234 | val_loss: 0.0312364 | Time: 10720.2 ms [2021-05-29 04:41:46 main:574] : INFO : Epoch 1647 | loss: 0.031235 | val_loss: 0.031233 | Time: 10952.7 ms [2021-05-29 04:41:57 main:574] : INFO : Epoch 1648 | loss: 0.0312349 | val_loss: 0.0312374 | Time: 11139.2 ms [2021-05-29 04:42:07 main:574] : INFO : Epoch 1649 | loss: 0.0312388 | val_loss: 0.0312485 | Time: 10549.1 ms [2021-05-29 04:42:18 main:574] : INFO : Epoch 1650 | loss: 0.0312415 | val_loss: 0.031245 | Time: 10967.8 ms [2021-05-29 04:42:29 main:574] : INFO : Epoch 1651 | loss: 0.0312392 | val_loss: 0.0312373 | Time: 10851.7 ms [2021-05-29 04:42:40 main:574] : INFO : Epoch 1652 | loss: 0.0312396 | val_loss: 0.0312396 | Time: 10755 ms [2021-05-29 04:42:51 main:574] : INFO : Epoch 1653 | loss: 0.0312402 | val_loss: 0.0312367 | Time: 10874.2 ms [2021-05-29 04:43:02 main:574] : INFO : Epoch 1654 | loss: 0.0312382 | val_loss: 0.0312414 | Time: 10919.6 ms [2021-05-29 04:43:13 main:574] : INFO : Epoch 1655 | loss: 0.0312414 | val_loss: 0.0312462 | Time: 10435.1 ms [2021-05-29 04:43:23 main:574] : INFO : Epoch 1656 | loss: 0.0312408 | val_loss: 0.0312382 | Time: 9986.18 ms [2021-05-29 04:43:33 main:574] : INFO : Epoch 1657 | loss: 0.0312421 | val_loss: 0.0312387 | Time: 10568 ms [2021-05-29 04:43:44 main:574] : INFO : Epoch 1658 | loss: 0.0312413 | val_loss: 0.0312375 | Time: 10364.2 ms [2021-05-29 04:43:54 main:574] : INFO : Epoch 1659 | loss: 0.031238 | val_loss: 0.0312363 | Time: 10498.1 ms [2021-05-29 04:44:05 main:574] : INFO : Epoch 1660 | loss: 0.0312394 | val_loss: 0.0312366 | Time: 10859.7 ms [2021-05-29 04:44:16 main:574] : INFO : Epoch 1661 | loss: 0.0312389 | val_loss: 0.0312389 | Time: 10603.5 ms [2021-05-29 04:44:26 main:574] : INFO : Epoch 1662 | loss: 0.0312376 | val_loss: 0.0312372 | Time: 10642.5 ms [2021-05-29 04:44:38 main:574] : INFO : Epoch 1663 | loss: 0.031238 | val_loss: 0.0312365 | Time: 11941.9 ms [2021-05-29 04:44:49 main:574] : INFO : Epoch 1664 | loss: 0.0312379 | val_loss: 0.0312373 | Time: 10327.8 ms [2021-05-29 04:45:00 main:574] : INFO : Epoch 1665 | loss: 0.0312403 | val_loss: 0.0312383 | Time: 11011.9 ms [2021-05-29 04:45:11 main:574] : INFO : Epoch 1666 | loss: 0.0312408 | val_loss: 0.0312378 | Time: 11477.2 ms [2021-05-29 04:45:22 main:574] : INFO : Epoch 1667 | loss: 0.0312381 | val_loss: 0.0312362 | Time: 10756.7 ms [2021-05-29 04:45:33 main:574] : INFO : Epoch 1668 | loss: 0.0312378 | val_loss: 0.0312366 | Time: 11157.1 ms [2021-05-29 04:45:44 main:574] : INFO : Epoch 1669 | loss: 0.0312409 | val_loss: 0.0312484 | Time: 10399.6 ms [2021-05-29 04:45:54 main:574] : INFO : Epoch 1670 | loss: 0.0312413 | val_loss: 0.0312381 | Time: 10243.9 ms [2021-05-29 04:46:05 main:574] : INFO : Epoch 1671 | loss: 0.0312371 | val_loss: 0.0312362 | Time: 11036.8 ms [2021-05-29 04:46:17 main:574] : INFO : Epoch 1672 | loss: 0.0312368 | val_loss: 0.031237 | Time: 11351.4 ms [2021-05-29 04:46:28 main:574] : INFO : Epoch 1673 | loss: 0.0312375 | val_loss: 0.0312361 | Time: 11041.2 ms [2021-05-29 04:46:38 main:574] : INFO : Epoch 1674 | loss: 0.0312375 | val_loss: 0.031238 | Time: 10182.2 ms [2021-05-29 04:46:49 main:574] : INFO : Epoch 1675 | loss: 0.0312369 | val_loss: 0.0312377 | Time: 11218 ms [2021-05-29 04:47:00 main:574] : INFO : Epoch 1676 | loss: 0.0312373 | val_loss: 0.0312356 | Time: 10477.2 ms [2021-05-29 04:47:10 main:574] : INFO : Epoch 1677 | loss: 0.0312364 | val_loss: 0.0312366 | Time: 10455.3 ms [2021-05-29 04:47:21 main:574] : INFO : Epoch 1678 | loss: 0.0312366 | val_loss: 0.0312387 | Time: 10905.5 ms [2021-05-29 04:47:32 main:574] : INFO : Epoch 1679 | loss: 0.0312375 | val_loss: 0.0312359 | Time: 10897 ms [2021-05-29 04:47:43 main:574] : INFO : Epoch 1680 | loss: 0.0312383 | val_loss: 0.031243 | Time: 10811.3 ms [2021-05-29 04:47:53 main:574] : INFO : Epoch 1681 | loss: 0.0312395 | val_loss: 0.0312381 | Time: 10135.8 ms [2021-05-29 04:48:03 main:574] : INFO : Epoch 1682 | loss: 0.0312392 | val_loss: 0.0312371 | Time: 10147.9 ms [2021-05-29 04:48:15 main:574] : INFO : Epoch 1683 | loss: 0.0312403 | val_loss: 0.0312382 | Time: 11185.9 ms [2021-05-29 04:48:25 main:574] : INFO : Epoch 1684 | loss: 0.0312393 | val_loss: 0.0312434 | Time: 10748 ms [2021-05-29 04:48:36 main:574] : INFO : Epoch 1685 | loss: 0.0312387 | val_loss: 0.0312364 | Time: 11013.5 ms [2021-05-29 04:48:48 main:574] : INFO : Epoch 1686 | loss: 0.0312369 | val_loss: 0.0312367 | Time: 11150.9 ms [2021-05-29 04:48:59 main:574] : INFO : Epoch 1687 | loss: 0.0312377 | val_loss: 0.0312385 | Time: 11387.5 ms [2021-05-29 04:49:10 main:574] : INFO : Epoch 1688 | loss: 0.0312369 | val_loss: 0.0312359 | Time: 11025.5 ms [2021-05-29 04:49:21 main:574] : INFO : Epoch 1689 | loss: 0.0312367 | val_loss: 0.0312358 | Time: 10917.5 ms [2021-05-29 04:49:32 main:574] : INFO : Epoch 1690 | loss: 0.0312388 | val_loss: 0.0312361 | Time: 10797.6 ms [2021-05-29 04:49:43 main:574] : INFO : Epoch 1691 | loss: 0.0312373 | val_loss: 0.031236 | Time: 10652 ms [2021-05-29 04:49:54 main:574] : INFO : Epoch 1692 | loss: 0.0312371 | val_loss: 0.0312359 | Time: 10858.7 ms [2021-05-29 04:50:05 main:574] : INFO : Epoch 1693 | loss: 0.031237 | val_loss: 0.0312354 | Time: 11302.6 ms [2021-05-29 04:50:16 main:574] : INFO : Epoch 1694 | loss: 0.0312363 | val_loss: 0.031236 | Time: 11434.7 ms [2021-05-29 04:50:27 main:574] : INFO : Epoch 1695 | loss: 0.0312375 | val_loss: 0.0312362 | Time: 10302.9 ms [2021-05-29 04:50:37 main:574] : INFO : Epoch 1696 | loss: 0.0312363 | val_loss: 0.0312365 | Time: 10010.9 ms [2021-05-29 04:50:48 main:574] : INFO : Epoch 1697 | loss: 0.031237 | val_loss: 0.0312369 | Time: 11360.3 ms [2021-05-29 04:50:59 main:574] : INFO : Epoch 1698 | loss: 0.0312366 | val_loss: 0.0312354 | Time: 10860.2 ms [2021-05-29 04:51:10 main:574] : INFO : Epoch 1699 | loss: 0.0312365 | val_loss: 0.0312364 | Time: 10669.9 ms [2021-05-29 04:51:21 main:574] : INFO : Epoch 1700 | loss: 0.0312367 | val_loss: 0.0312373 | Time: 10832.7 ms [2021-05-29 04:51:32 main:574] : INFO : Epoch 1701 | loss: 0.0312377 | val_loss: 0.0312361 | Time: 10916.6 ms [2021-05-29 04:51:43 main:574] : INFO : Epoch 1702 | loss: 0.0312371 | val_loss: 0.0312373 | Time: 11366.5 ms [2021-05-29 04:51:55 main:574] : INFO : Epoch 1703 | loss: 0.0312391 | val_loss: 0.031238 | Time: 11653.2 ms [2021-05-29 04:52:06 main:574] : INFO : Epoch 1704 | loss: 0.0312378 | val_loss: 0.0312374 | Time: 11000.4 ms [2021-05-29 04:52:17 main:574] : INFO : Epoch 1705 | loss: 0.0312376 | val_loss: 0.0312368 | Time: 10568.6 ms [2021-05-29 04:52:28 main:574] : INFO : Epoch 1706 | loss: 0.0312374 | val_loss: 0.0312365 | Time: 10889.2 ms [2021-05-29 04:52:39 main:574] : INFO : Epoch 1707 | loss: 0.0312376 | val_loss: 0.0312367 | Time: 11197 ms [2021-05-29 04:52:50 main:574] : INFO : Epoch 1708 | loss: 0.0312388 | val_loss: 0.0312369 | Time: 10796.9 ms [2021-05-29 04:53:00 main:574] : INFO : Epoch 1709 | loss: 0.0312391 | val_loss: 0.031237 | Time: 10659.6 ms [2021-05-29 04:53:12 main:574] : INFO : Epoch 1710 | loss: 0.0312391 | val_loss: 0.0312396 | Time: 11379 ms [2021-05-29 04:53:23 main:574] : INFO : Epoch 1711 | loss: 0.0312399 | val_loss: 0.0312367 | Time: 11099.8 ms [2021-05-29 04:53:34 main:574] : INFO : Epoch 1712 | loss: 0.0312387 | val_loss: 0.0312391 | Time: 10824 ms [2021-05-29 04:53:45 main:574] : INFO : Epoch 1713 | loss: 0.0312383 | val_loss: 0.0312381 | Time: 11190.8 ms [2021-05-29 04:53:56 main:574] : INFO : Epoch 1714 | loss: 0.0312379 | val_loss: 0.0312369 | Time: 10787.5 ms [2021-05-29 04:54:06 main:574] : INFO : Epoch 1715 | loss: 0.0312376 | val_loss: 0.0312357 | Time: 10274.5 ms [2021-05-29 04:54:17 main:574] : INFO : Epoch 1716 | loss: 0.0312392 | val_loss: 0.0312385 | Time: 10928.8 ms [2021-05-29 04:54:29 main:574] : INFO : Epoch 1717 | loss: 0.031242 | val_loss: 0.0312425 | Time: 11496.6 ms [2021-05-29 04:54:39 main:574] : INFO : Epoch 1718 | loss: 0.0312404 | val_loss: 0.0312359 | Time: 10614.3 ms [2021-05-29 04:54:50 main:574] : INFO : Epoch 1719 | loss: 0.0312378 | val_loss: 0.0312358 | Time: 10674.2 ms [2021-05-29 04:55:01 main:574] : INFO : Epoch 1720 | loss: 0.0312368 | val_loss: 0.0312361 | Time: 10486.7 ms [2021-05-29 04:55:11 main:574] : INFO : Epoch 1721 | loss: 0.0312363 | val_loss: 0.0312362 | Time: 10208 ms [2021-05-29 04:55:22 main:574] : INFO : Epoch 1722 | loss: 0.0312359 | val_loss: 0.031235 | Time: 10998.5 ms [2021-05-29 04:55:33 main:574] : INFO : Epoch 1723 | loss: 0.0312361 | val_loss: 0.0312352 | Time: 10514.8 ms [2021-05-29 04:55:44 main:574] : INFO : Epoch 1724 | loss: 0.0312369 | val_loss: 0.0312362 | Time: 11318.8 ms [2021-05-29 04:55:55 main:574] : INFO : Epoch 1725 | loss: 0.0312361 | val_loss: 0.0312364 | Time: 10989.8 ms [2021-05-29 04:56:06 main:574] : INFO : Epoch 1726 | loss: 0.0312362 | val_loss: 0.0312351 | Time: 10857.5 ms [2021-05-29 04:56:17 main:574] : INFO : Epoch 1727 | loss: 0.0312368 | val_loss: 0.0312386 | Time: 10821.8 ms [2021-05-29 04:56:28 main:574] : INFO : Epoch 1728 | loss: 0.0312383 | val_loss: 0.0312355 | Time: 10753.7 ms [2021-05-29 04:56:39 main:574] : INFO : Epoch 1729 | loss: 0.031236 | val_loss: 0.0312359 | Time: 11221.3 ms [2021-05-29 04:56:50 main:574] : INFO : Epoch 1730 | loss: 0.0312355 | val_loss: 0.0312377 | Time: 10770.6 ms [2021-05-29 04:57:00 main:574] : INFO : Epoch 1731 | loss: 0.0312378 | val_loss: 0.031236 | Time: 10735.7 ms [2021-05-29 04:57:11 main:574] : INFO : Epoch 1732 | loss: 0.0312359 | val_loss: 0.031235 | Time: 10718.3 ms [2021-05-29 04:57:23 main:574] : INFO : Epoch 1733 | loss: 0.0312357 | val_loss: 0.0312345 | Time: 11967.8 ms [2021-05-29 04:57:35 main:574] : INFO : Epoch 1734 | loss: 0.0312361 | val_loss: 0.0312361 | Time: 11151.4 ms [2021-05-29 04:57:45 main:574] : INFO : Epoch 1735 | loss: 0.0312368 | val_loss: 0.0312352 | Time: 10713.6 ms [2021-05-29 04:57:56 main:574] : INFO : Epoch 1736 | loss: 0.0312359 | val_loss: 0.0312355 | Time: 11138.2 ms [2021-05-29 04:58:07 main:574] : INFO : Epoch 1737 | loss: 0.0312362 | val_loss: 0.0312349 | Time: 10682.4 ms [2021-05-29 04:58:18 main:574] : INFO : Epoch 1738 | loss: 0.0312374 | val_loss: 0.0312384 | Time: 10754.1 ms [2021-05-29 04:58:29 main:574] : INFO : Epoch 1739 | loss: 0.031238 | val_loss: 0.0312343 | Time: 10785.4 ms [2021-05-29 04:58:40 main:574] : INFO : Epoch 1740 | loss: 0.0312361 | val_loss: 0.0312376 | Time: 10929.1 ms [2021-05-29 04:58:51 main:574] : INFO : Epoch 1741 | loss: 0.0312354 | val_loss: 0.0312355 | Time: 11519 ms [2021-05-29 04:59:03 main:574] : INFO : Epoch 1742 | loss: 0.0312366 | val_loss: 0.0312348 | Time: 11157.1 ms [2021-05-29 04:59:13 main:574] : INFO : Epoch 1743 | loss: 0.0312375 | val_loss: 0.0312373 | Time: 9983.98 ms [2021-05-29 04:59:24 main:574] : INFO : Epoch 1744 | loss: 0.0312372 | val_loss: 0.0312345 | Time: 11127.7 ms [2021-05-29 04:59:35 main:574] : INFO : Epoch 1745 | loss: 0.0312353 | val_loss: 0.0312345 | Time: 10677.4 ms [2021-05-29 04:59:46 main:574] : INFO : Epoch 1746 | loss: 0.0312353 | val_loss: 0.031237 | Time: 11236.2 ms [2021-05-29 04:59:57 main:574] : INFO : Epoch 1747 | loss: 0.0312354 | val_loss: 0.0312353 | Time: 10576.5 ms [2021-05-29 05:00:08 main:574] : INFO : Epoch 1748 | loss: 0.0312369 | val_loss: 0.0312392 | Time: 11445.3 ms [2021-05-29 05:00:19 main:574] : INFO : Epoch 1749 | loss: 0.0312359 | val_loss: 0.0312344 | Time: 10473.3 ms [2021-05-29 05:00:30 main:574] : INFO : Epoch 1750 | loss: 0.0312358 | val_loss: 0.031235 | Time: 11304.1 ms [2021-05-29 05:00:41 main:574] : INFO : Epoch 1751 | loss: 0.0312354 | val_loss: 0.0312346 | Time: 11177 ms [2021-05-29 05:00:52 main:574] : INFO : Epoch 1752 | loss: 0.0312369 | val_loss: 0.0312365 | Time: 10834.2 ms [2021-05-29 05:01:03 main:574] : INFO : Epoch 1753 | loss: 0.0312355 | val_loss: 0.0312345 | Time: 10524.4 ms [2021-05-29 05:01:14 main:574] : INFO : Epoch 1754 | loss: 0.0312355 | val_loss: 0.0312344 | Time: 11533.9 ms [2021-05-29 05:01:26 main:574] : INFO : Epoch 1755 | loss: 0.031235 | val_loss: 0.0312349 | Time: 11275.5 ms [2021-05-29 05:01:36 main:574] : INFO : Epoch 1756 | loss: 0.031235 | val_loss: 0.0312353 | Time: 10622 ms [2021-05-29 05:01:47 main:574] : INFO : Epoch 1757 | loss: 0.0312358 | val_loss: 0.0312345 | Time: 11110.4 ms [2021-05-29 05:01:59 main:574] : INFO : Epoch 1758 | loss: 0.0312363 | val_loss: 0.031235 | Time: 11393.3 ms [2021-05-29 05:02:10 main:574] : INFO : Epoch 1759 | loss: 0.0312361 | val_loss: 0.0312346 | Time: 11049 ms [2021-05-29 05:02:21 main:574] : INFO : Epoch 1760 | loss: 0.0312356 | val_loss: 0.0312343 | Time: 11239.7 ms [2021-05-29 05:02:32 main:574] : INFO : Epoch 1761 | loss: 0.0312358 | val_loss: 0.0312345 | Time: 10404.6 ms [2021-05-29 05:02:43 main:574] : INFO : Epoch 1762 | loss: 0.031235 | val_loss: 0.031236 | Time: 10972.5 ms [2021-05-29 05:02:54 main:574] : INFO : Epoch 1763 | loss: 0.0312354 | val_loss: 0.0312345 | Time: 11002.2 ms [2021-05-29 05:03:05 main:574] : INFO : Epoch 1764 | loss: 0.0312376 | val_loss: 0.0312373 | Time: 11019.5 ms [2021-05-29 05:03:15 main:574] : INFO : Epoch 1765 | loss: 0.0312357 | val_loss: 0.0312348 | Time: 10474 ms [2021-05-29 05:03:27 main:574] : INFO : Epoch 1766 | loss: 0.0312365 | val_loss: 0.0312391 | Time: 11155.9 ms [2021-05-29 05:03:37 main:574] : INFO : Epoch 1767 | loss: 0.0312378 | val_loss: 0.0312346 | Time: 10686.8 ms [2021-05-29 05:03:48 main:574] : INFO : Epoch 1768 | loss: 0.0312355 | val_loss: 0.0312374 | Time: 10680.2 ms [2021-05-29 05:03:59 main:574] : INFO : Epoch 1769 | loss: 0.0312356 | val_loss: 0.0312355 | Time: 10746.2 ms [2021-05-29 05:04:10 main:574] : INFO : Epoch 1770 | loss: 0.0312366 | val_loss: 0.0312348 | Time: 10584.1 ms [2021-05-29 05:04:21 main:574] : INFO : Epoch 1771 | loss: 0.0312356 | val_loss: 0.0312348 | Time: 10918.3 ms [2021-05-29 05:04:33 main:574] : INFO : Epoch 1772 | loss: 0.0312355 | val_loss: 0.0312376 | Time: 11885.5 ms [2021-05-29 05:04:44 main:574] : INFO : Epoch 1773 | loss: 0.0312351 | val_loss: 0.0312345 | Time: 10946.7 ms [2021-05-29 05:04:54 main:574] : INFO : Epoch 1774 | loss: 0.0312359 | val_loss: 0.0312365 | Time: 10254.8 ms [2021-05-29 05:05:05 main:574] : INFO : Epoch 1775 | loss: 0.0312349 | val_loss: 0.0312399 | Time: 10922.2 ms [2021-05-29 05:05:16 main:574] : INFO : Epoch 1776 | loss: 0.0312358 | val_loss: 0.0312345 | Time: 10951 ms [2021-05-29 05:05:27 main:574] : INFO : Epoch 1777 | loss: 0.0312352 | val_loss: 0.0312358 | Time: 11030.1 ms [2021-05-29 05:05:39 main:574] : INFO : Epoch 1778 | loss: 0.0312363 | val_loss: 0.0312363 | Time: 11777 ms [2021-05-29 05:05:51 main:574] : INFO : Epoch 1779 | loss: 0.0312363 | val_loss: 0.0312397 | Time: 11652.2 ms [2021-05-29 05:06:02 main:574] : INFO : Epoch 1780 | loss: 0.0312387 | val_loss: 0.0312384 | Time: 10999.3 ms [2021-05-29 05:06:13 main:574] : INFO : Epoch 1781 | loss: 0.0312371 | val_loss: 0.0312351 | Time: 11520.2 ms [2021-05-29 05:06:23 main:574] : INFO : Epoch 1782 | loss: 0.0312356 | val_loss: 0.0312347 | Time: 10269.4 ms [2021-05-29 05:06:33 main:574] : INFO : Epoch 1783 | loss: 0.0312358 | val_loss: 0.0312396 | Time: 9692.51 ms [2021-05-29 05:06:44 main:574] : INFO : Epoch 1784 | loss: 0.0312369 | val_loss: 0.0312348 | Time: 10917.8 ms [2021-05-29 05:06:56 main:574] : INFO : Epoch 1785 | loss: 0.0312377 | val_loss: 0.0312354 | Time: 11516.9 ms [2021-05-29 05:07:07 main:574] : INFO : Epoch 1786 | loss: 0.0312363 | val_loss: 0.0312352 | Time: 10724.3 ms [2021-05-29 05:07:18 main:574] : INFO : Epoch 1787 | loss: 0.0312354 | val_loss: 0.031234 | Time: 11035 ms [2021-05-29 05:07:28 main:574] : INFO : Epoch 1788 | loss: 0.0312349 | val_loss: 0.0312347 | Time: 10251.2 ms [2021-05-29 05:07:39 main:574] : INFO : Epoch 1789 | loss: 0.0312349 | val_loss: 0.0312348 | Time: 10717.1 ms [2021-05-29 05:07:50 main:574] : INFO : Epoch 1790 | loss: 0.0312353 | val_loss: 0.0312343 | Time: 11419 ms [2021-05-29 05:08:01 main:574] : INFO : Epoch 1791 | loss: 0.0312355 | val_loss: 0.0312369 | Time: 11102.9 ms [2021-05-29 05:08:12 main:574] : INFO : Epoch 1792 | loss: 0.0312355 | val_loss: 0.031234 | Time: 10926.6 ms [2021-05-29 05:08:24 main:574] : INFO : Epoch 1793 | loss: 0.0312351 | val_loss: 0.0312346 | Time: 11121.7 ms [2021-05-29 05:08:35 main:574] : INFO : Epoch 1794 | loss: 0.0312367 | val_loss: 0.0312391 | Time: 10941.3 ms [2021-05-29 05:08:46 main:574] : INFO : Epoch 1795 | loss: 0.0312398 | val_loss: 0.0312428 | Time: 11550.7 ms [2021-05-29 05:08:57 main:574] : INFO : Epoch 1796 | loss: 0.0312437 | val_loss: 0.0312374 | Time: 10697.1 ms [2021-05-29 05:09:08 main:574] : INFO : Epoch 1797 | loss: 0.03124 | val_loss: 0.0312354 | Time: 11189.2 ms [2021-05-29 05:09:19 main:574] : INFO : Epoch 1798 | loss: 0.031238 | val_loss: 0.0312378 | Time: 11226.8 ms [2021-05-29 05:09:31 main:574] : INFO : Epoch 1799 | loss: 0.0312372 | val_loss: 0.0312347 | Time: 11394.9 ms [2021-05-29 05:09:42 main:574] : INFO : Epoch 1800 | loss: 0.0312351 | val_loss: 0.031236 | Time: 11160.6 ms [2021-05-29 05:09:53 main:574] : INFO : Epoch 1801 | loss: 0.0312356 | val_loss: 0.0312344 | Time: 10958 ms [2021-05-29 05:10:05 main:574] : INFO : Epoch 1802 | loss: 0.0312361 | val_loss: 0.0312342 | Time: 11406.8 ms [2021-05-29 05:10:16 main:574] : INFO : Epoch 1803 | loss: 0.0312353 | val_loss: 0.0312354 | Time: 11383.8 ms [2021-05-29 05:10:27 main:574] : INFO : Epoch 1804 | loss: 0.0312354 | val_loss: 0.031234 | Time: 10757.1 ms [2021-05-29 05:10:38 main:574] : INFO : Epoch 1805 | loss: 0.0312365 | val_loss: 0.0312376 | Time: 11290.3 ms [2021-05-29 05:10:49 main:574] : INFO : Epoch 1806 | loss: 0.031237 | val_loss: 0.0312365 | Time: 10517.6 ms [2021-05-29 05:11:00 main:574] : INFO : Epoch 1807 | loss: 0.031238 | val_loss: 0.0312366 | Time: 11042.3 ms [2021-05-29 05:11:11 main:574] : INFO : Epoch 1808 | loss: 0.0312374 | val_loss: 0.0312379 | Time: 11347 ms [2021-05-29 05:11:22 main:574] : INFO : Epoch 1809 | loss: 0.0312375 | val_loss: 0.0312343 | Time: 10861.7 ms [2021-05-29 05:11:34 main:574] : INFO : Epoch 1810 | loss: 0.031236 | val_loss: 0.0312345 | Time: 11436.7 ms [2021-05-29 05:11:45 main:574] : INFO : Epoch 1811 | loss: 0.0312365 | val_loss: 0.031234 | Time: 11120.2 ms [2021-05-29 05:11:56 main:574] : INFO : Epoch 1812 | loss: 0.0312383 | val_loss: 0.0312345 | Time: 10842.5 ms [2021-05-29 05:12:07 main:574] : INFO : Epoch 1813 | loss: 0.0312374 | val_loss: 0.0312395 | Time: 11144.4 ms [2021-05-29 05:12:17 main:574] : INFO : Epoch 1814 | loss: 0.0312359 | val_loss: 0.0312343 | Time: 10503.8 ms [2021-05-29 05:12:28 main:574] : INFO : Epoch 1815 | loss: 0.0312351 | val_loss: 0.0312352 | Time: 10756.3 ms [2021-05-29 05:12:39 main:574] : INFO : Epoch 1816 | loss: 0.0312354 | val_loss: 0.0312339 | Time: 10825.5 ms [2021-05-29 05:12:50 main:574] : INFO : Epoch 1817 | loss: 0.0312347 | val_loss: 0.0312344 | Time: 10786 ms [2021-05-29 05:13:01 main:574] : INFO : Epoch 1818 | loss: 0.0312346 | val_loss: 0.0312341 | Time: 10783.2 ms [2021-05-29 05:13:11 main:574] : INFO : Epoch 1819 | loss: 0.0312348 | val_loss: 0.0312344 | Time: 10378.2 ms [2021-05-29 05:13:22 main:574] : INFO : Epoch 1820 | loss: 0.031235 | val_loss: 0.0312344 | Time: 10505.3 ms [2021-05-29 05:13:33 main:574] : INFO : Epoch 1821 | loss: 0.0312361 | val_loss: 0.0312343 | Time: 10872.9 ms [2021-05-29 05:13:44 main:574] : INFO : Epoch 1822 | loss: 0.0312352 | val_loss: 0.0312364 | Time: 11081.4 ms [2021-05-29 05:13:55 main:574] : INFO : Epoch 1823 | loss: 0.0312357 | val_loss: 0.0312339 | Time: 11398.3 ms [2021-05-29 05:14:06 main:574] : INFO : Epoch 1824 | loss: 0.0312364 | val_loss: 0.0312355 | Time: 10873.1 ms [2021-05-29 05:14:18 main:574] : INFO : Epoch 1825 | loss: 0.0312364 | val_loss: 0.031235 | Time: 11419.5 ms [2021-05-29 05:14:29 main:574] : INFO : Epoch 1826 | loss: 0.0312362 | val_loss: 0.0312339 | Time: 11393.7 ms [2021-05-29 05:14:41 main:574] : INFO : Epoch 1827 | loss: 0.031235 | val_loss: 0.0312376 | Time: 11733.6 ms [2021-05-29 05:14:51 main:574] : INFO : Epoch 1828 | loss: 0.0312364 | val_loss: 0.0312357 | Time: 10364.4 ms [2021-05-29 05:15:02 main:574] : INFO : Epoch 1829 | loss: 0.0312349 | val_loss: 0.0312355 | Time: 10774 ms [2021-05-29 05:15:13 main:574] : INFO : Epoch 1830 | loss: 0.0312358 | val_loss: 0.0312341 | Time: 11083.3 ms [2021-05-29 05:15:25 main:574] : INFO : Epoch 1831 | loss: 0.0312352 | val_loss: 0.0312345 | Time: 11275.1 ms [2021-05-29 05:15:36 main:574] : INFO : Epoch 1832 | loss: 0.0312348 | val_loss: 0.0312364 | Time: 11529.8 ms [2021-05-29 05:15:47 main:574] : INFO : Epoch 1833 | loss: 0.0312355 | val_loss: 0.0312342 | Time: 11211.9 ms [2021-05-29 05:15:58 main:574] : INFO : Epoch 1834 | loss: 0.0312348 | val_loss: 0.0312388 | Time: 10408.7 ms [2021-05-29 05:16:09 main:574] : INFO : Epoch 1835 | loss: 0.0312377 | val_loss: 0.0312345 | Time: 11163.7 ms [2021-05-29 05:16:20 main:574] : INFO : Epoch 1836 | loss: 0.0312351 | val_loss: 0.0312357 | Time: 11143.6 ms [2021-05-29 05:16:31 main:574] : INFO : Epoch 1837 | loss: 0.0312358 | val_loss: 0.0312368 | Time: 10671.1 ms [2021-05-29 05:16:41 main:574] : INFO : Epoch 1838 | loss: 0.031237 | val_loss: 0.0312354 | Time: 10195.6 ms [2021-05-29 05:16:53 main:574] : INFO : Epoch 1839 | loss: 0.0312353 | val_loss: 0.0312346 | Time: 11236.5 ms [2021-05-29 05:17:04 main:574] : INFO : Epoch 1840 | loss: 0.0312345 | val_loss: 0.0312339 | Time: 11316.5 ms [2021-05-29 05:17:14 main:574] : INFO : Epoch 1841 | loss: 0.0312367 | val_loss: 0.0312393 | Time: 9931.61 ms [2021-05-29 05:17:25 main:574] : INFO : Epoch 1842 | loss: 0.0312363 | val_loss: 0.0312345 | Time: 10808.8 ms [2021-05-29 05:17:37 main:574] : INFO : Epoch 1843 | loss: 0.0312351 | val_loss: 0.0312347 | Time: 11975.4 ms [2021-05-29 05:17:48 main:574] : INFO : Epoch 1844 | loss: 0.031235 | val_loss: 0.0312339 | Time: 10803.2 ms [2021-05-29 05:17:59 main:574] : INFO : Epoch 1845 | loss: 0.0312358 | val_loss: 0.0312344 | Time: 11043.7 ms [2021-05-29 05:18:09 main:574] : INFO : Epoch 1846 | loss: 0.0312347 | val_loss: 0.0312355 | Time: 10487.4 ms [2021-05-29 05:18:20 main:574] : INFO : Epoch 1847 | loss: 0.0312343 | val_loss: 0.031236 | Time: 10601.8 ms [2021-05-29 05:18:32 main:574] : INFO : Epoch 1848 | loss: 0.0312357 | val_loss: 0.031234 | Time: 11660.5 ms [2021-05-29 05:18:44 main:574] : INFO : Epoch 1849 | loss: 0.0312356 | val_loss: 0.0312352 | Time: 11741.3 ms [2021-05-29 05:18:55 main:574] : INFO : Epoch 1850 | loss: 0.0312351 | val_loss: 0.0312338 | Time: 11095.9 ms [2021-05-29 05:19:06 main:574] : INFO : Epoch 1851 | loss: 0.0312345 | val_loss: 0.031235 | Time: 11362.8 ms [2021-05-29 05:19:17 main:574] : INFO : Epoch 1852 | loss: 0.0312341 | val_loss: 0.0312333 | Time: 10900.2 ms [2021-05-29 05:19:28 main:574] : INFO : Epoch 1853 | loss: 0.0312339 | val_loss: 0.0312341 | Time: 10920.1 ms [2021-05-29 05:19:39 main:574] : INFO : Epoch 1854 | loss: 0.0312353 | val_loss: 0.0312403 | Time: 11008.9 ms [2021-05-29 05:19:48 main:574] : INFO : Epoch 1855 | loss: 0.0312357 | val_loss: 0.0312332 | Time: 9333.64 ms [2021-05-29 05:19:59 main:574] : INFO : Epoch 1856 | loss: 0.0312336 | val_loss: 0.0312366 | Time: 10831.2 ms [2021-05-29 05:20:10 main:574] : INFO : Epoch 1857 | loss: 0.0312342 | val_loss: 0.0312336 | Time: 10701.9 ms [2021-05-29 05:20:20 main:574] : INFO : Epoch 1858 | loss: 0.0312347 | val_loss: 0.0312335 | Time: 10238.6 ms [2021-05-29 05:20:31 main:574] : INFO : Epoch 1859 | loss: 0.0312334 | val_loss: 0.0312328 | Time: 10864.5 ms [2021-05-29 05:20:42 main:574] : INFO : Epoch 1860 | loss: 0.0312331 | val_loss: 0.0312335 | Time: 11038.4 ms [2021-05-29 05:20:53 main:574] : INFO : Epoch 1861 | loss: 0.0312359 | val_loss: 0.0312379 | Time: 10836.9 ms [2021-05-29 05:21:04 main:574] : INFO : Epoch 1862 | loss: 0.0312362 | val_loss: 0.031237 | Time: 10336.5 ms [2021-05-29 05:21:16 main:574] : INFO : Epoch 1863 | loss: 0.0312355 | val_loss: 0.0312355 | Time: 11678.3 ms [2021-05-29 05:21:27 main:574] : INFO : Epoch 1864 | loss: 0.0312368 | val_loss: 0.0312404 | Time: 11064.8 ms [2021-05-29 05:21:37 main:574] : INFO : Epoch 1865 | loss: 0.0312406 | val_loss: 0.0312374 | Time: 10663.3 ms [2021-05-29 05:21:48 main:574] : INFO : Epoch 1866 | loss: 0.031246 | val_loss: 0.0312404 | Time: 10889.8 ms [2021-05-29 05:22:00 main:574] : INFO : Epoch 1867 | loss: 0.0312421 | val_loss: 0.0312401 | Time: 11546.5 ms [2021-05-29 05:22:11 main:574] : INFO : Epoch 1868 | loss: 0.0312381 | val_loss: 0.0312375 | Time: 10761.4 ms [2021-05-29 05:22:22 main:574] : INFO : Epoch 1869 | loss: 0.0312349 | val_loss: 0.0312328 | Time: 11586.4 ms [2021-05-29 05:22:34 main:574] : INFO : Epoch 1870 | loss: 0.031235 | val_loss: 0.0312349 | Time: 11458.8 ms [2021-05-29 05:22:45 main:574] : INFO : Epoch 1871 | loss: 0.0312339 | val_loss: 0.0312353 | Time: 10681.7 ms [2021-05-29 05:22:55 main:574] : INFO : Epoch 1872 | loss: 0.0312343 | val_loss: 0.0312335 | Time: 10343.4 ms [2021-05-29 05:23:06 main:574] : INFO : Epoch 1873 | loss: 0.0312341 | val_loss: 0.0312332 | Time: 11322.1 ms [2021-05-29 05:23:18 main:574] : INFO : Epoch 1874 | loss: 0.0312344 | val_loss: 0.0312327 | Time: 11609.9 ms [2021-05-29 05:23:29 main:574] : INFO : Epoch 1875 | loss: 0.0312345 | val_loss: 0.0312354 | Time: 10852.5 ms [2021-05-29 05:23:40 main:574] : INFO : Epoch 1876 | loss: 0.0312345 | val_loss: 0.031233 | Time: 11306.8 ms [2021-05-29 05:23:51 main:574] : INFO : Epoch 1877 | loss: 0.0312343 | val_loss: 0.0312333 | Time: 10888.4 ms [2021-05-29 05:24:03 main:574] : INFO : Epoch 1878 | loss: 0.0312358 | val_loss: 0.0312333 | Time: 11124 ms [2021-05-29 05:24:13 main:574] : INFO : Epoch 1879 | loss: 0.0312349 | val_loss: 0.0312348 | Time: 10849.9 ms [2021-05-29 05:24:25 main:574] : INFO : Epoch 1880 | loss: 0.031235 | val_loss: 0.0312371 | Time: 11268.8 ms [2021-05-29 05:24:35 main:574] : INFO : Epoch 1881 | loss: 0.0312357 | val_loss: 0.0312332 | Time: 10539.1 ms [2021-05-29 05:24:46 main:574] : INFO : Epoch 1882 | loss: 0.031235 | val_loss: 0.0312342 | Time: 10043.9 ms [2021-05-29 05:24:56 main:574] : INFO : Epoch 1883 | loss: 0.0312357 | val_loss: 0.0312343 | Time: 10560.1 ms [2021-05-29 05:25:07 main:574] : INFO : Epoch 1884 | loss: 0.0312363 | val_loss: 0.0312365 | Time: 10950.3 ms [2021-05-29 05:25:18 main:574] : INFO : Epoch 1885 | loss: 0.0312363 | val_loss: 0.0312347 | Time: 10704.2 ms [2021-05-29 05:25:29 main:574] : INFO : Epoch 1886 | loss: 0.0312367 | val_loss: 0.0312345 | Time: 10904.2 ms [2021-05-29 05:25:40 main:574] : INFO : Epoch 1887 | loss: 0.0312358 | val_loss: 0.0312367 | Time: 10615.2 ms [2021-05-29 05:25:50 main:574] : INFO : Epoch 1888 | loss: 0.0312351 | val_loss: 0.0312352 | Time: 10315.3 ms [2021-05-29 05:26:01 main:574] : INFO : Epoch 1889 | loss: 0.0312351 | val_loss: 0.0312347 | Time: 10732.8 ms [2021-05-29 05:26:12 main:574] : INFO : Epoch 1890 | loss: 0.0312348 | val_loss: 0.0312386 | Time: 11196.3 ms [2021-05-29 05:26:23 main:574] : INFO : Epoch 1891 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 10953.9 ms [2021-05-29 05:26:35 main:574] : INFO : Epoch 1892 | loss: 0.0312372 | val_loss: 0.0312344 | Time: 11780.9 ms [2021-05-29 05:26:46 main:574] : INFO : Epoch 1893 | loss: 0.0312356 | val_loss: 0.0312331 | Time: 11041.7 ms [2021-05-29 05:26:58 main:574] : INFO : Epoch 1894 | loss: 0.0312338 | val_loss: 0.0312334 | Time: 12104.7 ms [2021-05-29 05:27:09 main:574] : INFO : Epoch 1895 | loss: 0.0312343 | val_loss: 0.0312333 | Time: 10721.4 ms [2021-05-29 05:27:20 main:574] : INFO : Epoch 1896 | loss: 0.0312343 | val_loss: 0.0312337 | Time: 10951.5 ms [2021-05-29 05:27:31 main:574] : INFO : Epoch 1897 | loss: 0.0312346 | val_loss: 0.0312381 | Time: 11390.3 ms [2021-05-29 05:27:42 main:574] : INFO : Epoch 1898 | loss: 0.0312361 | val_loss: 0.0312385 | Time: 11009 ms [2021-05-29 05:27:53 main:574] : INFO : Epoch 1899 | loss: 0.0312351 | val_loss: 0.0312336 | Time: 10875.6 ms [2021-05-29 05:28:05 main:574] : INFO : Epoch 1900 | loss: 0.0312347 | val_loss: 0.031236 | Time: 11415 ms [2021-05-29 05:28:15 main:574] : INFO : Epoch 1901 | loss: 0.0312356 | val_loss: 0.0312351 | Time: 10410.2 ms [2021-05-29 05:28:26 main:574] : INFO : Epoch 1902 | loss: 0.0312353 | val_loss: 0.0312342 | Time: 10704.6 ms [2021-05-29 05:28:37 main:574] : INFO : Epoch 1903 | loss: 0.0312337 | val_loss: 0.031233 | Time: 11081.7 ms [2021-05-29 05:28:48 main:574] : INFO : Epoch 1904 | loss: 0.0312359 | val_loss: 0.0312347 | Time: 11040.2 ms [2021-05-29 05:28:59 main:574] : INFO : Epoch 1905 | loss: 0.0312341 | val_loss: 0.0312335 | Time: 11277.3 ms [2021-05-29 05:29:10 main:574] : INFO : Epoch 1906 | loss: 0.0312339 | val_loss: 0.0312337 | Time: 10366 ms [2021-05-29 05:29:21 main:574] : INFO : Epoch 1907 | loss: 0.0312335 | val_loss: 0.0312337 | Time: 10762.7 ms [2021-05-29 05:29:32 main:574] : INFO : Epoch 1908 | loss: 0.0312335 | val_loss: 0.0312334 | Time: 11466.4 ms [2021-05-29 05:29:43 main:574] : INFO : Epoch 1909 | loss: 0.0312341 | val_loss: 0.0312328 | Time: 11033.9 ms [2021-05-29 05:29:55 main:574] : INFO : Epoch 1910 | loss: 0.0312332 | val_loss: 0.0312332 | Time: 11205.6 ms [2021-05-29 05:30:06 main:574] : INFO : Epoch 1911 | loss: 0.031234 | val_loss: 0.0312336 | Time: 11385.1 ms [2021-05-29 05:30:17 main:574] : INFO : Epoch 1912 | loss: 0.0312336 | val_loss: 0.0312332 | Time: 10723.7 ms [2021-05-29 05:30:27 main:574] : INFO : Epoch 1913 | loss: 0.0312338 | val_loss: 0.0312334 | Time: 10533.2 ms [2021-05-29 05:30:39 main:574] : INFO : Epoch 1914 | loss: 0.0312336 | val_loss: 0.0312356 | Time: 11191.7 ms [2021-05-29 05:30:49 main:574] : INFO : Epoch 1915 | loss: 0.0312364 | val_loss: 0.0312433 | Time: 10109.9 ms [2021-05-29 05:30:58 main:574] : INFO : Epoch 1916 | loss: 0.0312355 | val_loss: 0.0312352 | Time: 9617.02 ms [2021-05-29 05:31:09 main:574] : INFO : Epoch 1917 | loss: 0.0312343 | val_loss: 0.031233 | Time: 10587.1 ms [2021-05-29 05:31:19 main:574] : INFO : Epoch 1918 | loss: 0.0312335 | val_loss: 0.031234 | Time: 10341.9 ms [2021-05-29 05:31:30 main:574] : INFO : Epoch 1919 | loss: 0.0312349 | val_loss: 0.0312364 | Time: 10675.1 ms [2021-05-29 05:31:41 main:574] : INFO : Epoch 1920 | loss: 0.0312342 | val_loss: 0.0312324 | Time: 10876.4 ms [2021-05-29 05:31:52 main:574] : INFO : Epoch 1921 | loss: 0.0312338 | val_loss: 0.0312347 | Time: 10591 ms [2021-05-29 05:32:03 main:574] : INFO : Epoch 1922 | loss: 0.0312339 | val_loss: 0.0312395 | Time: 10704.9 ms [2021-05-29 05:32:14 main:574] : INFO : Epoch 1923 | loss: 0.0312357 | val_loss: 0.0312352 | Time: 10918 ms [2021-05-29 05:32:24 main:574] : INFO : Epoch 1924 | loss: 0.0312407 | val_loss: 0.031247 | Time: 10225.1 ms [2021-05-29 05:32:35 main:574] : INFO : Epoch 1925 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 10833.3 ms [2021-05-29 05:32:45 main:574] : INFO : Epoch 1926 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 10329.4 ms [2021-05-29 05:32:56 main:574] : INFO : Epoch 1927 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 10873.7 ms [2021-05-29 05:33:08 main:574] : INFO : Epoch 1928 | loss: 0.031248 | val_loss: 0.0312481 | Time: 11863.7 ms [2021-05-29 05:33:19 main:574] : INFO : Epoch 1929 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 10475 ms [2021-05-29 05:33:29 main:574] : INFO : Epoch 1930 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 10792.6 ms [2021-05-29 05:33:40 main:574] : INFO : Epoch 1931 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 10536 ms [2021-05-29 05:33:51 main:574] : INFO : Epoch 1932 | loss: 0.0312477 | val_loss: 0.031251 | Time: 11042.9 ms [2021-05-29 05:34:02 main:574] : INFO : Epoch 1933 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 10807.7 ms [2021-05-29 05:34:13 main:574] : INFO : Epoch 1934 | loss: 0.0312478 | val_loss: 0.031248 | Time: 10668.1 ms [2021-05-29 05:34:24 main:574] : INFO : Epoch 1935 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 10917.5 ms [2021-05-29 05:34:35 main:574] : INFO : Epoch 1936 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 10893.3 ms [2021-05-29 05:34:46 main:574] : INFO : Epoch 1937 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 10889.2 ms [2021-05-29 05:34:57 main:574] : INFO : Epoch 1938 | loss: 0.0312481 | val_loss: 0.0312499 | Time: 11441.7 ms [2021-05-29 05:35:08 main:574] : INFO : Epoch 1939 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 10704.6 ms [2021-05-29 05:35:18 main:574] : INFO : Epoch 1940 | loss: 0.0312476 | val_loss: 0.0312487 | Time: 9928.1 ms [2021-05-29 05:35:28 main:574] : INFO : Epoch 1941 | loss: 0.0312479 | val_loss: 0.031249 | Time: 10428.7 ms [2021-05-29 05:35:39 main:574] : INFO : Epoch 1942 | loss: 0.031248 | val_loss: 0.0312478 | Time: 10767.2 ms [2021-05-29 05:35:50 main:574] : INFO : Epoch 1943 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 10853.3 ms [2021-05-29 05:36:01 main:574] : INFO : Epoch 1944 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 11181.5 ms [2021-05-29 05:36:13 main:574] : INFO : Epoch 1945 | loss: 0.031248 | val_loss: 0.0312478 | Time: 11275.3 ms [2021-05-29 05:36:24 main:574] : INFO : Epoch 1946 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 10810.4 ms [2021-05-29 05:36:35 main:574] : INFO : Epoch 1947 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 10944.2 ms [2021-05-29 05:36:45 main:574] : INFO : Epoch 1948 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 10743.1 ms [2021-05-29 05:36:57 main:574] : INFO : Epoch 1949 | loss: 0.031248 | val_loss: 0.0312474 | Time: 11201 ms [2021-05-29 05:37:07 main:574] : INFO : Epoch 1950 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 10247.9 ms [2021-05-29 05:37:18 main:574] : INFO : Epoch 1951 | loss: 0.0312481 | val_loss: 0.0312513 | Time: 11102.8 ms [2021-05-29 05:37:29 main:574] : INFO : Epoch 1952 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 10829.5 ms [2021-05-29 05:37:40 main:574] : INFO : Epoch 1953 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 10740.6 ms [2021-05-29 05:37:51 main:574] : INFO : Epoch 1954 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 10890.6 ms [2021-05-29 05:38:02 main:574] : INFO : Epoch 1955 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 11216.5 ms [2021-05-29 05:38:13 main:574] : INFO : Epoch 1956 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 10867.1 ms [2021-05-29 05:38:24 main:574] : INFO : Epoch 1957 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 10784.8 ms [2021-05-29 05:38:35 main:574] : INFO : Epoch 1958 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 11510.7 ms [2021-05-29 05:38:47 main:574] : INFO : Epoch 1959 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 11387.6 ms [2021-05-29 05:38:58 main:574] : INFO : Epoch 1960 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 11035.7 ms [2021-05-29 05:39:09 main:574] : INFO : Epoch 1961 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 11689.8 ms [2021-05-29 05:39:21 main:574] : INFO : Epoch 1962 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 11432.4 ms [2021-05-29 05:39:32 main:574] : INFO : Epoch 1963 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 10809.9 ms [2021-05-29 05:39:43 main:574] : INFO : Epoch 1964 | loss: 0.031248 | val_loss: 0.0312474 | Time: 10958.8 ms [2021-05-29 05:39:54 main:574] : INFO : Epoch 1965 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 10863.2 ms [2021-05-29 05:40:04 main:574] : INFO : Epoch 1966 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 10271.3 ms [2021-05-29 05:40:15 main:574] : INFO : Epoch 1967 | loss: 0.0312474 | val_loss: 0.031249 | Time: 11136.2 ms [2021-05-29 05:40:26 main:574] : INFO : Epoch 1968 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 10420.5 ms [2021-05-29 05:40:37 main:574] : INFO : Epoch 1969 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 10791.5 ms [2021-05-29 05:40:47 main:574] : INFO : Epoch 1970 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 10811.1 ms [2021-05-29 05:40:58 main:574] : INFO : Epoch 1971 | loss: 0.0312485 | val_loss: 0.031249 | Time: 10408.4 ms [2021-05-29 05:41:08 main:574] : INFO : Epoch 1972 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 10177.7 ms [2021-05-29 05:41:19 main:574] : INFO : Epoch 1973 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 11369.3 ms [2021-05-29 05:41:31 main:574] : INFO : Epoch 1974 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 11389.6 ms [2021-05-29 05:41:41 main:574] : INFO : Epoch 1975 | loss: 0.0312468 | val_loss: 0.0312474 | Time: 10525 ms [2021-05-29 05:41:52 main:574] : INFO : Epoch 1976 | loss: 0.031247 | val_loss: 0.0312467 | Time: 10814.2 ms [2021-05-29 05:42:03 main:574] : INFO : Epoch 1977 | loss: 0.0312472 | val_loss: 0.031252 | Time: 10727.1 ms [2021-05-29 05:42:13 main:574] : INFO : Epoch 1978 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 9963.59 ms [2021-05-29 05:42:24 main:574] : INFO : Epoch 1979 | loss: 0.0312485 | val_loss: 0.0312462 | Time: 11058.8 ms [2021-05-29 05:42:34 main:574] : INFO : Epoch 1980 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 10184.9 ms [2021-05-29 05:42:45 main:574] : INFO : Epoch 1981 | loss: 0.0312488 | val_loss: 0.0312465 | Time: 11022.6 ms [2021-05-29 05:42:56 main:574] : INFO : Epoch 1982 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 10678.7 ms [2021-05-29 05:43:07 main:574] : INFO : Epoch 1983 | loss: 0.0312465 | val_loss: 0.031246 | Time: 10254.1 ms [2021-05-29 05:43:18 main:574] : INFO : Epoch 1984 | loss: 0.0312459 | val_loss: 0.0312456 | Time: 11248.5 ms [2021-05-29 05:43:28 main:574] : INFO : Epoch 1985 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 10561.9 ms [2021-05-29 05:43:39 main:574] : INFO : Epoch 1986 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 10757 ms [2021-05-29 05:43:51 main:574] : INFO : Epoch 1987 | loss: 0.031246 | val_loss: 0.0312487 | Time: 11483.3 ms [2021-05-29 05:44:01 main:574] : INFO : Epoch 1988 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 10009.1 ms [2021-05-29 05:44:11 main:574] : INFO : Epoch 1989 | loss: 0.0312446 | val_loss: 0.0312483 | Time: 10116.8 ms [2021-05-29 05:44:22 main:574] : INFO : Epoch 1990 | loss: 0.0312473 | val_loss: 0.0312443 | Time: 11265.6 ms [2021-05-29 05:44:34 main:574] : INFO : Epoch 1991 | loss: 0.031246 | val_loss: 0.0312448 | Time: 11446.3 ms [2021-05-29 05:44:45 main:574] : INFO : Epoch 1992 | loss: 0.0312465 | val_loss: 0.0312451 | Time: 11017.3 ms [2021-05-29 05:44:56 main:574] : INFO : Epoch 1993 | loss: 0.0312452 | val_loss: 0.0312434 | Time: 11315.6 ms [2021-05-29 05:45:07 main:574] : INFO : Epoch 1994 | loss: 0.031246 | val_loss: 0.0312484 | Time: 10732.3 ms [2021-05-29 05:45:18 main:574] : INFO : Epoch 1995 | loss: 0.0312451 | val_loss: 0.031244 | Time: 10695.2 ms [2021-05-29 05:45:29 main:574] : INFO : Epoch 1996 | loss: 0.0312445 | val_loss: 0.0312439 | Time: 11045.5 ms [2021-05-29 05:45:40 main:574] : INFO : Epoch 1997 | loss: 0.0312448 | val_loss: 0.0312438 | Time: 10736.3 ms [2021-05-29 05:45:51 main:574] : INFO : Epoch 1998 | loss: 0.0312471 | val_loss: 0.0312499 | Time: 10971.6 ms [2021-05-29 05:46:01 main:574] : INFO : Epoch 1999 | loss: 0.0312483 | val_loss: 0.0312446 | Time: 10569 ms [2021-05-29 05:46:12 main:574] : INFO : Epoch 2000 | loss: 0.0312462 | val_loss: 0.0312445 | Time: 11045 ms [2021-05-29 05:46:23 main:574] : INFO : Epoch 2001 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 10839.1 ms [2021-05-29 05:46:35 main:574] : INFO : Epoch 2002 | loss: 0.0312444 | val_loss: 0.0312434 | Time: 11095.3 ms [2021-05-29 05:46:45 main:574] : INFO : Epoch 2003 | loss: 0.0312442 | val_loss: 0.0312437 | Time: 10932.7 ms [2021-05-29 05:46:56 main:574] : INFO : Epoch 2004 | loss: 0.0312438 | val_loss: 0.031245 | Time: 10934.4 ms [2021-05-29 05:47:07 main:574] : INFO : Epoch 2005 | loss: 0.031246 | val_loss: 0.0312445 | Time: 10946.6 ms [2021-05-29 05:47:18 main:574] : INFO : Epoch 2006 | loss: 0.0312439 | val_loss: 0.0312439 | Time: 10765.6 ms [2021-05-29 05:47:29 main:574] : INFO : Epoch 2007 | loss: 0.0312439 | val_loss: 0.0312436 | Time: 10535.2 ms [2021-05-29 05:47:40 main:574] : INFO : Epoch 2008 | loss: 0.0312444 | val_loss: 0.0312451 | Time: 11019.8 ms [2021-05-29 05:47:51 main:574] : INFO : Epoch 2009 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 11118.9 ms [2021-05-29 05:48:03 main:574] : INFO : Epoch 2010 | loss: 0.0312437 | val_loss: 0.0312427 | Time: 11416.4 ms [2021-05-29 05:48:14 main:574] : INFO : Epoch 2011 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 11118.9 ms [2021-05-29 05:48:25 main:574] : INFO : Epoch 2012 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 11172.4 ms [2021-05-29 05:48:36 main:574] : INFO : Epoch 2013 | loss: 0.0312437 | val_loss: 0.0312425 | Time: 11271.1 ms [2021-05-29 05:48:47 main:574] : INFO : Epoch 2014 | loss: 0.0312433 | val_loss: 0.0312433 | Time: 10867.9 ms [2021-05-29 05:48:58 main:574] : INFO : Epoch 2015 | loss: 0.0312438 | val_loss: 0.0312426 | Time: 10602.9 ms [2021-05-29 05:49:09 main:574] : INFO : Epoch 2016 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 10608.6 ms [2021-05-29 05:49:19 main:574] : INFO : Epoch 2017 | loss: 0.0312434 | val_loss: 0.0312437 | Time: 10685.7 ms [2021-05-29 05:49:30 main:574] : INFO : Epoch 2018 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 10609.3 ms [2021-05-29 05:49:41 main:574] : INFO : Epoch 2019 | loss: 0.0312447 | val_loss: 0.0312452 | Time: 10901.5 ms [2021-05-29 05:49:52 main:574] : INFO : Epoch 2020 | loss: 0.031245 | val_loss: 0.0312427 | Time: 10764.2 ms [2021-05-29 05:50:02 main:574] : INFO : Epoch 2021 | loss: 0.0312442 | val_loss: 0.0312438 | Time: 10782 ms [2021-05-29 05:50:14 main:574] : INFO : Epoch 2022 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 11388.7 ms [2021-05-29 05:50:25 main:574] : INFO : Epoch 2023 | loss: 0.0312442 | val_loss: 0.0312485 | Time: 10558.2 ms [2021-05-29 05:50:35 main:574] : INFO : Epoch 2024 | loss: 0.0312458 | val_loss: 0.0312437 | Time: 10718.9 ms [2021-05-29 05:50:47 main:574] : INFO : Epoch 2025 | loss: 0.0312434 | val_loss: 0.0312437 | Time: 11237.2 ms [2021-05-29 05:50:58 main:574] : INFO : Epoch 2026 | loss: 0.0312436 | val_loss: 0.0312445 | Time: 11347.3 ms [2021-05-29 05:51:08 main:574] : INFO : Epoch 2027 | loss: 0.0312445 | val_loss: 0.0312439 | Time: 10224.3 ms [2021-05-29 05:51:19 main:574] : INFO : Epoch 2028 | loss: 0.0312447 | val_loss: 0.0312434 | Time: 10737.6 ms [2021-05-29 05:51:31 main:574] : INFO : Epoch 2029 | loss: 0.0312446 | val_loss: 0.0312458 | Time: 11683.2 ms [2021-05-29 05:51:42 main:574] : INFO : Epoch 2030 | loss: 0.0312437 | val_loss: 0.0312438 | Time: 10832.6 ms [2021-05-29 05:51:51 main:574] : INFO : Epoch 2031 | loss: 0.031243 | val_loss: 0.0312422 | Time: 8960.33 ms [2021-05-29 05:52:00 main:574] : INFO : Epoch 2032 | loss: 0.0312437 | val_loss: 0.031243 | Time: 8781.15 ms [2021-05-29 05:52:09 main:574] : INFO : Epoch 2033 | loss: 0.0312453 | val_loss: 0.0312439 | Time: 9406.93 ms [2021-05-29 05:52:20 main:574] : INFO : Epoch 2034 | loss: 0.0312446 | val_loss: 0.0312435 | Time: 10624.6 ms [2021-05-29 05:52:31 main:574] : INFO : Epoch 2035 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 10807 ms [2021-05-29 05:52:42 main:574] : INFO : Epoch 2036 | loss: 0.0312429 | val_loss: 0.031243 | Time: 10681.4 ms [2021-05-29 05:52:52 main:574] : INFO : Epoch 2037 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 10823.5 ms [2021-05-29 05:53:04 main:574] : INFO : Epoch 2038 | loss: 0.0312432 | val_loss: 0.0312426 | Time: 11546 ms [2021-05-29 05:53:14 main:574] : INFO : Epoch 2039 | loss: 0.0312429 | val_loss: 0.0312435 | Time: 10401.8 ms [2021-05-29 05:53:25 main:574] : INFO : Epoch 2040 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 10664.2 ms [2021-05-29 05:53:36 main:574] : INFO : Epoch 2041 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 10824.6 ms [2021-05-29 05:53:47 main:574] : INFO : Epoch 2042 | loss: 0.0312429 | val_loss: 0.0312433 | Time: 11109.8 ms [2021-05-29 05:53:58 main:574] : INFO : Epoch 2043 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 10799 ms [2021-05-29 05:54:08 main:574] : INFO : Epoch 2044 | loss: 0.0312442 | val_loss: 0.0312475 | Time: 10321.9 ms [2021-05-29 05:54:19 main:574] : INFO : Epoch 2045 | loss: 0.0312442 | val_loss: 0.031243 | Time: 10564.9 ms [2021-05-29 05:54:30 main:574] : INFO : Epoch 2046 | loss: 0.0312429 | val_loss: 0.0312446 | Time: 11088.5 ms [2021-05-29 05:54:42 main:574] : INFO : Epoch 2047 | loss: 0.0312442 | val_loss: 0.0312435 | Time: 11719.3 ms [2021-05-29 05:54:53 main:574] : INFO : Epoch 2048 | loss: 0.0312436 | val_loss: 0.0312429 | Time: 10938.3 ms [2021-05-29 05:54:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312429 [2021-05-29 05:54:53 main:603] : INFO : Saving end state to config to file [2021-05-29 05:54:53 main:608] : INFO : Success, exiting.. 05:54:53 (51560): 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)