Task 7599252
| Name | ParityModified-1630357185-9307-3_0 |
| Workunit | 5254903 |
| Created | 26 Sep 2021, 5:42:55 UTC |
| Sent | 29 Sep 2021, 11:27:13 UTC |
| Report deadline | 6 Oct 2021, 11:27:13 UTC |
| Received | 30 Sep 2021, 2:29:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 55 min 10 sec |
| CPU time | 54 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0312358 | val_loss: 0.0312386 | Time: 1598.73 ms [2021-09-29 21:15:01 main:574] : INFO : Epoch 1543 | loss: 0.0312357 | val_loss: 0.0312425 | Time: 1619.62 ms [2021-09-29 21:15:03 main:574] : INFO : Epoch 1544 | loss: 0.0312367 | val_loss: 0.0312378 | Time: 1615.29 ms [2021-09-29 21:15:04 main:574] : INFO : Epoch 1545 | loss: 0.0312372 | val_loss: 0.0312378 | Time: 1624.16 ms [2021-09-29 21:15:06 main:574] : INFO : Epoch 1546 | loss: 0.0312358 | val_loss: 0.0312381 | Time: 1612.24 ms [2021-09-29 21:15:07 main:574] : INFO : Epoch 1547 | loss: 0.0312357 | val_loss: 0.0312386 | Time: 1606.73 ms [2021-09-29 21:15:09 main:574] : INFO : Epoch 1548 | loss: 0.0312349 | val_loss: 0.0312376 | Time: 1589.04 ms [2021-09-29 21:15:11 main:574] : INFO : Epoch 1549 | loss: 0.0312353 | val_loss: 0.0312385 | Time: 1593.18 ms [2021-09-29 21:15:12 main:574] : INFO : Epoch 1550 | loss: 0.0312356 | val_loss: 0.0312376 | Time: 1624.99 ms [2021-09-29 21:15:14 main:574] : INFO : Epoch 1551 | loss: 0.0312353 | val_loss: 0.0312378 | Time: 1648.12 ms [2021-09-29 21:15:16 main:574] : INFO : Epoch 1552 | loss: 0.0312355 | val_loss: 0.0312388 | Time: 1575.94 ms [2021-09-29 21:15:17 main:574] : INFO : Epoch 1553 | loss: 0.0312348 | val_loss: 0.0312373 | Time: 1633.56 ms [2021-09-29 21:15:19 main:574] : INFO : Epoch 1554 | loss: 0.0312343 | val_loss: 0.0312372 | Time: 1614.01 ms [2021-09-29 21:15:20 main:574] : INFO : Epoch 1555 | loss: 0.0312342 | val_loss: 0.0312391 | Time: 1609.86 ms [2021-09-29 21:15:22 main:574] : INFO : Epoch 1556 | loss: 0.0312345 | val_loss: 0.0312379 | Time: 1621.65 ms [2021-09-29 21:15:24 main:574] : INFO : Epoch 1557 | loss: 0.0312345 | val_loss: 0.0312375 | Time: 1610.08 ms [2021-09-29 21:15:25 main:574] : INFO : Epoch 1558 | loss: 0.0312346 | val_loss: 0.0312385 | Time: 1616.92 ms [2021-09-29 21:15:27 main:574] : INFO : Epoch 1559 | loss: 0.0312349 | val_loss: 0.031238 | Time: 1592.8 ms [2021-09-29 21:15:29 main:574] : INFO : Epoch 1560 | loss: 0.0312357 | val_loss: 0.0312406 | Time: 1626.06 ms [2021-09-29 21:15:30 main:574] : INFO : Epoch 1561 | loss: 0.0312351 | val_loss: 0.031236 | Time: 1609.08 ms [2021-09-29 21:15:32 main:574] : INFO : Epoch 1562 | loss: 0.0312341 | val_loss: 0.0312362 | Time: 1639.77 ms [2021-09-29 21:15:33 main:574] : INFO : Epoch 1563 | loss: 0.0312322 | val_loss: 0.0312352 | Time: 1575.58 ms [2021-09-29 21:15:35 main:574] : INFO : Epoch 1564 | loss: 0.031231 | val_loss: 0.0312358 | Time: 1593.89 ms [2021-09-29 21:15:37 main:574] : INFO : Epoch 1565 | loss: 0.0312311 | val_loss: 0.0312344 | Time: 1584.97 ms [2021-09-29 21:15:38 main:574] : INFO : Epoch 1566 | loss: 0.0312317 | val_loss: 0.0312397 | Time: 1601.23 ms [2021-09-29 21:15:40 main:574] : INFO : Epoch 1567 | loss: 0.031232 | val_loss: 0.0312375 | Time: 1605.66 ms [2021-09-29 21:15:41 main:574] : INFO : Epoch 1568 | loss: 0.0312352 | val_loss: 0.031235 | Time: 1592.72 ms [2021-09-29 21:15:43 main:574] : INFO : Epoch 1569 | loss: 0.0312361 | val_loss: 0.0312383 | Time: 1652.96 ms [2021-09-29 21:15:45 main:574] : INFO : Epoch 1570 | loss: 0.0312312 | val_loss: 0.0312344 | Time: 1591.75 ms [2021-09-29 21:15:46 main:574] : INFO : Epoch 1571 | loss: 0.0312301 | val_loss: 0.0312396 | Time: 1585.72 ms [2021-09-29 21:15:48 main:574] : INFO : Epoch 1572 | loss: 0.031231 | val_loss: 0.0312368 | Time: 1613.37 ms [2021-09-29 21:15:49 main:574] : INFO : Epoch 1573 | loss: 0.0312316 | val_loss: 0.0312341 | Time: 1613.87 ms [2021-09-29 21:15:51 main:574] : INFO : Epoch 1574 | loss: 0.0312302 | val_loss: 0.0312347 | Time: 1629.41 ms [2021-09-29 21:15:53 main:574] : INFO : Epoch 1575 | loss: 0.0312308 | val_loss: 0.0312363 | Time: 1596.26 ms [2021-09-29 21:15:54 main:574] : INFO : Epoch 1576 | loss: 0.0312298 | val_loss: 0.0312346 | Time: 1606.57 ms [2021-09-29 21:15:56 main:574] : INFO : Epoch 1577 | loss: 0.0312297 | val_loss: 0.0312351 | Time: 1586.76 ms [2021-09-29 21:15:58 main:574] : INFO : Epoch 1578 | loss: 0.0312308 | val_loss: 0.031234 | Time: 1592.63 ms [2021-09-29 21:15:59 main:574] : INFO : Epoch 1579 | loss: 0.0312308 | val_loss: 0.0312341 | Time: 1605.07 ms [2021-09-29 21:16:01 main:574] : INFO : Epoch 1580 | loss: 0.031232 | val_loss: 0.0312377 | Time: 1606.05 ms [2021-09-29 21:16:02 main:574] : INFO : Epoch 1581 | loss: 0.0312295 | val_loss: 0.0312345 | Time: 1620.36 ms [2021-09-29 21:16:04 main:574] : INFO : Epoch 1582 | loss: 0.0312295 | val_loss: 0.0312351 | Time: 1670.17 ms [2021-09-29 21:16:06 main:574] : INFO : Epoch 1583 | loss: 0.0312308 | val_loss: 0.0312344 | Time: 1642.13 ms [2021-09-29 21:16:07 main:574] : INFO : Epoch 1584 | loss: 0.0312285 | val_loss: 0.0312349 | Time: 1612.55 ms [2021-09-29 21:16:09 main:574] : INFO : Epoch 1585 | loss: 0.0312283 | val_loss: 0.0312351 | Time: 1595.03 ms [2021-09-29 21:16:11 main:574] : INFO : Epoch 1586 | loss: 0.0312317 | val_loss: 0.0312489 | Time: 1614.92 ms [2021-09-29 21:16:12 main:574] : INFO : Epoch 1587 | loss: 0.0312318 | val_loss: 0.031234 | Time: 1632.24 ms [2021-09-29 21:16:14 main:574] : INFO : Epoch 1588 | loss: 0.0312292 | val_loss: 0.0312334 | Time: 1630.77 ms [2021-09-29 21:16:15 main:574] : INFO : Epoch 1589 | loss: 0.0312298 | val_loss: 0.0312404 | Time: 1631.94 ms [2021-09-29 21:16:17 main:574] : INFO : Epoch 1590 | loss: 0.0312293 | val_loss: 0.0312325 | Time: 1629.14 ms [2021-09-29 21:16:19 main:574] : INFO : Epoch 1591 | loss: 0.0312275 | val_loss: 0.0312335 | Time: 1625.89 ms [2021-09-29 21:16:20 main:574] : INFO : Epoch 1592 | loss: 0.0312269 | val_loss: 0.0312323 | Time: 1615.71 ms [2021-09-29 21:16:22 main:574] : INFO : Epoch 1593 | loss: 0.0312283 | val_loss: 0.0312323 | Time: 1646.96 ms [2021-09-29 21:16:24 main:574] : INFO : Epoch 1594 | loss: 0.0312294 | val_loss: 0.0312365 | Time: 1629.69 ms [2021-09-29 21:16:25 main:574] : INFO : Epoch 1595 | loss: 0.0312306 | val_loss: 0.0312325 | Time: 1599.69 ms [2021-09-29 21:16:27 main:574] : INFO : Epoch 1596 | loss: 0.0312299 | val_loss: 0.0312324 | Time: 1617.99 ms [2021-09-29 21:16:28 main:574] : INFO : Epoch 1597 | loss: 0.031229 | val_loss: 0.0312335 | Time: 1611.92 ms [2021-09-29 21:16:30 main:574] : INFO : Epoch 1598 | loss: 0.0312282 | val_loss: 0.0312308 | Time: 1628.67 ms [2021-09-29 21:16:32 main:574] : INFO : Epoch 1599 | loss: 0.0312263 | val_loss: 0.0312319 | Time: 1614.66 ms [2021-09-29 21:16:33 main:574] : INFO : Epoch 1600 | loss: 0.0312278 | val_loss: 0.0312314 | Time: 1606.17 ms [2021-09-29 21:16:35 main:574] : INFO : Epoch 1601 | loss: 0.0312258 | val_loss: 0.031236 | Time: 1639.61 ms [2021-09-29 21:16:37 main:574] : INFO : Epoch 1602 | loss: 0.0312283 | val_loss: 0.0312315 | Time: 1615.83 ms [2021-09-29 21:16:38 main:574] : INFO : Epoch 1603 | loss: 0.0312252 | val_loss: 0.0312289 | Time: 1621.21 ms [2021-09-29 21:16:40 main:574] : INFO : Epoch 1604 | loss: 0.0312255 | val_loss: 0.0312358 | Time: 1611.09 ms [2021-09-29 21:16:41 main:574] : INFO : Epoch 1605 | loss: 0.031233 | val_loss: 0.0312317 | Time: 1595.14 ms [2021-09-29 21:16:43 main:574] : INFO : Epoch 1606 | loss: 0.0312297 | val_loss: 0.0312393 | Time: 1600.82 ms [2021-09-29 21:16:45 main:574] : INFO : Epoch 1607 | loss: 0.031226 | val_loss: 0.031234 | Time: 1612.06 ms [2021-09-29 21:16:46 main:574] : INFO : Epoch 1608 | loss: 0.0312267 | val_loss: 0.0312307 | Time: 1606.07 ms [2021-09-29 21:16:48 main:574] : INFO : Epoch 1609 | loss: 0.0312235 | val_loss: 0.0312288 | Time: 1616.54 ms [2021-09-29 21:16:50 main:574] : INFO : Epoch 1610 | loss: 0.0312264 | val_loss: 0.0312402 | Time: 1628.41 ms [2021-09-29 21:16:51 main:574] : INFO : Epoch 1611 | loss: 0.0312305 | val_loss: 0.0312304 | Time: 1646.49 ms [2021-09-29 21:16:53 main:574] : INFO : Epoch 1612 | loss: 0.031226 | val_loss: 0.0312337 | Time: 1652.78 ms [2021-09-29 21:16:55 main:574] : INFO : Epoch 1613 | loss: 0.0312267 | val_loss: 0.0312285 | Time: 1622.81 ms [2021-09-29 21:16:56 main:574] : INFO : Epoch 1614 | loss: 0.0312225 | val_loss: 0.031229 | Time: 1644.3 ms [2021-09-29 21:16:58 main:574] : INFO : Epoch 1615 | loss: 0.0312246 | val_loss: 0.0312275 | Time: 1641.71 ms [2021-09-29 21:16:59 main:574] : INFO : Epoch 1616 | loss: 0.0312238 | val_loss: 0.0312304 | Time: 1648.34 ms [2021-09-29 21:17:01 main:574] : INFO : Epoch 1617 | loss: 0.0312225 | val_loss: 0.0312285 | Time: 1628.31 ms [2021-09-29 21:17:03 main:574] : INFO : Epoch 1618 | loss: 0.031227 | val_loss: 0.0312278 | Time: 1614.67 ms [2021-09-29 21:17:04 main:574] : INFO : Epoch 1619 | loss: 0.0312252 | val_loss: 0.0312285 | Time: 1651.97 ms [2021-09-29 21:17:06 main:574] : INFO : Epoch 1620 | loss: 0.0312224 | val_loss: 0.0312281 | Time: 1620.1 ms [2021-09-29 21:17:08 main:574] : INFO : Epoch 1621 | loss: 0.0312228 | val_loss: 0.031227 | Time: 1606.67 ms [2021-09-29 21:17:09 main:574] : INFO : Epoch 1622 | loss: 0.0312225 | val_loss: 0.0312376 | Time: 1620.94 ms [2021-09-29 21:17:11 main:574] : INFO : Epoch 1623 | loss: 0.031226 | val_loss: 0.0312299 | Time: 1634.19 ms [2021-09-29 21:17:12 main:574] : INFO : Epoch 1624 | loss: 0.0312227 | val_loss: 0.0312295 | Time: 1597.97 ms [2021-09-29 21:17:14 main:574] : INFO : Epoch 1625 | loss: 0.0312299 | val_loss: 0.0312342 | Time: 1633.76 ms [2021-09-29 21:17:16 main:574] : INFO : Epoch 1626 | loss: 0.0312259 | val_loss: 0.0312309 | Time: 1649.46 ms [2021-09-29 21:17:17 main:574] : INFO : Epoch 1627 | loss: 0.0312236 | val_loss: 0.031229 | Time: 1579.53 ms [2021-09-29 21:17:19 main:574] : INFO : Epoch 1628 | loss: 0.0312226 | val_loss: 0.0312277 | Time: 1583.18 ms [2021-09-29 21:17:21 main:574] : INFO : Epoch 1629 | loss: 0.031228 | val_loss: 0.0312342 | Time: 1616.34 ms [2021-09-29 21:17:22 main:574] : INFO : Epoch 1630 | loss: 0.031225 | val_loss: 0.0312304 | Time: 1613.43 ms [2021-09-29 21:17:24 main:574] : INFO : Epoch 1631 | loss: 0.031223 | val_loss: 0.0312266 | Time: 1607.97 ms [2021-09-29 21:17:25 main:574] : INFO : Epoch 1632 | loss: 0.0312213 | val_loss: 0.0312308 | Time: 1622.93 ms [2021-09-29 21:17:27 main:574] : INFO : Epoch 1633 | loss: 0.031226 | val_loss: 0.0312299 | Time: 1613.98 ms [2021-09-29 21:17:29 main:574] : INFO : Epoch 1634 | loss: 0.0312243 | val_loss: 0.031232 | Time: 1606.29 ms [2021-09-29 21:17:30 main:574] : INFO : Epoch 1635 | loss: 0.0312215 | val_loss: 0.0312381 | Time: 1614.9 ms [2021-09-29 21:17:32 main:574] : INFO : Epoch 1636 | loss: 0.0312247 | val_loss: 0.0312287 | Time: 1614.64 ms [2021-09-29 21:17:34 main:574] : INFO : Epoch 1637 | loss: 0.0312247 | val_loss: 0.031226 | Time: 1607.92 ms [2021-09-29 21:17:35 main:574] : INFO : Epoch 1638 | loss: 0.031223 | val_loss: 0.0312314 | Time: 1619.93 ms [2021-09-29 21:17:37 main:574] : INFO : Epoch 1639 | loss: 0.0312206 | val_loss: 0.0312286 | Time: 1625.24 ms [2021-09-29 21:17:38 main:574] : INFO : Epoch 1640 | loss: 0.0312217 | val_loss: 0.0312308 | Time: 1602.31 ms [2021-09-29 21:17:40 main:574] : INFO : Epoch 1641 | loss: 0.0312233 | val_loss: 0.0312259 | Time: 1612.07 ms [2021-09-29 21:17:42 main:574] : INFO : Epoch 1642 | loss: 0.0312203 | val_loss: 0.0312271 | Time: 1623.67 ms [2021-09-29 21:17:43 main:574] : INFO : Epoch 1643 | loss: 0.0312232 | val_loss: 0.03125 | Time: 1633.88 ms [2021-09-29 21:17:45 main:574] : INFO : Epoch 1644 | loss: 0.031225 | val_loss: 0.0312268 | Time: 1620.2 ms [2021-09-29 21:17:47 main:574] : INFO : Epoch 1645 | loss: 0.0312209 | val_loss: 0.031226 | Time: 1613.88 ms [2021-09-29 21:17:48 main:574] : INFO : Epoch 1646 | loss: 0.0312246 | val_loss: 0.0312257 | Time: 1622.09 ms [2021-09-29 21:17:50 main:574] : INFO : Epoch 1647 | loss: 0.0312224 | val_loss: 0.0312265 | Time: 1648.5 ms [2021-09-29 21:17:51 main:574] : INFO : Epoch 1648 | loss: 0.0312222 | val_loss: 0.0312285 | Time: 1645.26 ms [2021-09-29 21:17:53 main:574] : INFO : Epoch 1649 | loss: 0.0312205 | val_loss: 0.0312307 | Time: 1633.75 ms [2021-09-29 21:17:55 main:574] : INFO : Epoch 1650 | loss: 0.0312224 | val_loss: 0.0312306 | Time: 1612.88 ms [2021-09-29 21:17:56 main:574] : INFO : Epoch 1651 | loss: 0.0312238 | val_loss: 0.0312334 | Time: 1613 ms [2021-09-29 21:17:58 main:574] : INFO : Epoch 1652 | loss: 0.0312214 | val_loss: 0.0312257 | Time: 1645.01 ms [2021-09-29 21:18:00 main:574] : INFO : Epoch 1653 | loss: 0.0312202 | val_loss: 0.0312257 | Time: 1634.52 ms [2021-09-29 21:18:01 main:574] : INFO : Epoch 1654 | loss: 0.0312194 | val_loss: 0.0312253 | Time: 1664.78 ms [2021-09-29 21:18:03 main:574] : INFO : Epoch 1655 | loss: 0.0312191 | val_loss: 0.0312245 | Time: 1621.14 ms [2021-09-29 21:18:05 main:574] : INFO : Epoch 1656 | loss: 0.031219 | val_loss: 0.0312294 | Time: 1611.65 ms [2021-09-29 21:18:06 main:574] : INFO : Epoch 1657 | loss: 0.0312193 | val_loss: 0.0312296 | Time: 1597.07 ms [2021-09-29 21:18:08 main:574] : INFO : Epoch 1658 | loss: 0.0312202 | val_loss: 0.0312255 | Time: 1621.64 ms [2021-09-29 21:18:09 main:574] : INFO : Epoch 1659 | loss: 0.0312191 | val_loss: 0.0312248 | Time: 1609.26 ms [2021-09-29 21:18:11 main:574] : INFO : Epoch 1660 | loss: 0.0312205 | val_loss: 0.0312344 | Time: 1640.89 ms [2021-09-29 21:18:13 main:574] : INFO : Epoch 1661 | loss: 0.0312205 | val_loss: 0.031227 | Time: 1602.08 ms [2021-09-29 21:18:14 main:574] : INFO : Epoch 1662 | loss: 0.031221 | val_loss: 0.0312285 | Time: 1639.83 ms [2021-09-29 21:18:16 main:574] : INFO : Epoch 1663 | loss: 0.0312195 | val_loss: 0.0312271 | Time: 1581.84 ms [2021-09-29 21:18:18 main:574] : INFO : Epoch 1664 | loss: 0.0312203 | val_loss: 0.0312262 | Time: 1611.74 ms [2021-09-29 21:18:19 main:574] : INFO : Epoch 1665 | loss: 0.0312187 | val_loss: 0.0312248 | Time: 1638.04 ms [2021-09-29 21:18:21 main:574] : INFO : Epoch 1666 | loss: 0.0312199 | val_loss: 0.0312252 | Time: 1601.7 ms [2021-09-29 21:18:22 main:574] : INFO : Epoch 1667 | loss: 0.0312193 | val_loss: 0.0312262 | Time: 1631.32 ms [2021-09-29 21:18:24 main:574] : INFO : Epoch 1668 | loss: 0.0312275 | val_loss: 0.0312318 | Time: 1621.71 ms [2021-09-29 21:18:26 main:574] : INFO : Epoch 1669 | loss: 0.0312248 | val_loss: 0.0312313 | Time: 1642.02 ms [2021-09-29 21:18:27 main:574] : INFO : Epoch 1670 | loss: 0.0312221 | val_loss: 0.0312244 | Time: 1586.84 ms [2021-09-29 21:18:29 main:574] : INFO : Epoch 1671 | loss: 0.0312232 | val_loss: 0.0312355 | Time: 1593.33 ms [2021-09-29 21:18:30 main:574] : INFO : Epoch 1672 | loss: 0.0312239 | val_loss: 0.0312272 | Time: 1594 ms [2021-09-29 21:18:32 main:574] : INFO : Epoch 1673 | loss: 0.0312217 | val_loss: 0.0312246 | Time: 1609.22 ms [2021-09-29 21:18:34 main:574] : INFO : Epoch 1674 | loss: 0.0312207 | val_loss: 0.0312287 | Time: 1616.47 ms [2021-09-29 21:18:35 main:574] : INFO : Epoch 1675 | loss: 0.0312196 | val_loss: 0.0312234 | Time: 1622.7 ms [2021-09-29 21:18:37 main:574] : INFO : Epoch 1676 | loss: 0.0312178 | val_loss: 0.0312265 | Time: 1611.8 ms [2021-09-29 21:18:39 main:574] : INFO : Epoch 1677 | loss: 0.0312221 | val_loss: 0.0312245 | Time: 1618.48 ms [2021-09-29 21:18:40 main:574] : INFO : Epoch 1678 | loss: 0.0312196 | val_loss: 0.031225 | Time: 1620.06 ms [2021-09-29 21:18:42 main:574] : INFO : Epoch 1679 | loss: 0.0312187 | val_loss: 0.0312238 | Time: 1608.73 ms [2021-09-29 21:18:43 main:574] : INFO : Epoch 1680 | loss: 0.0312177 | val_loss: 0.0312233 | Time: 1600.94 ms [2021-09-29 21:18:45 main:574] : INFO : Epoch 1681 | loss: 0.0312181 | val_loss: 0.0312252 | Time: 1622.49 ms [2021-09-29 21:18:47 main:574] : INFO : Epoch 1682 | loss: 0.0312211 | val_loss: 0.0312235 | Time: 1626.5 ms [2021-09-29 21:18:48 main:574] : INFO : Epoch 1683 | loss: 0.0312199 | val_loss: 0.0312248 | Time: 1604.4 ms [2021-09-29 21:18:50 main:574] : INFO : Epoch 1684 | loss: 0.0312175 | val_loss: 0.0312239 | Time: 1609.19 ms [2021-09-29 21:18:52 main:574] : INFO : Epoch 1685 | loss: 0.0312185 | val_loss: 0.0312227 | Time: 1628.14 ms [2021-09-29 21:18:53 main:574] : INFO : Epoch 1686 | loss: 0.0312189 | val_loss: 0.0312236 | Time: 1633.27 ms [2021-09-29 21:18:55 main:574] : INFO : Epoch 1687 | loss: 0.0312199 | val_loss: 0.0312241 | Time: 1575.7 ms [2021-09-29 21:18:56 main:574] : INFO : Epoch 1688 | loss: 0.031218 | val_loss: 0.0312251 | Time: 1617.96 ms [2021-09-29 21:18:58 main:574] : INFO : Epoch 1689 | loss: 0.0312219 | val_loss: 0.0312237 | Time: 1635.62 ms [2021-09-29 21:19:00 main:574] : INFO : Epoch 1690 | loss: 0.0312201 | val_loss: 0.0312248 | Time: 1648.22 ms [2021-09-29 21:19:01 main:574] : INFO : Epoch 1691 | loss: 0.0312183 | val_loss: 0.0312228 | Time: 1587.19 ms [2021-09-29 21:19:03 main:574] : INFO : Epoch 1692 | loss: 0.0312172 | val_loss: 0.0312231 | Time: 1604.54 ms [2021-09-29 21:19:05 main:574] : INFO : Epoch 1693 | loss: 0.0312193 | val_loss: 0.031226 | Time: 1590.89 ms [2021-09-29 21:19:06 main:574] : INFO : Epoch 1694 | loss: 0.0312224 | val_loss: 0.0312235 | Time: 1624.07 ms [2021-09-29 21:19:08 main:574] : INFO : Epoch 1695 | loss: 0.031225 | val_loss: 0.0312305 | Time: 1626.42 ms [2021-09-29 21:19:09 main:574] : INFO : Epoch 1696 | loss: 0.0312215 | val_loss: 0.0312284 | Time: 1631.14 ms [2021-09-29 21:19:11 main:574] : INFO : Epoch 1697 | loss: 0.0312184 | val_loss: 0.0312237 | Time: 1602.45 ms [2021-09-29 21:19:13 main:574] : INFO : Epoch 1698 | loss: 0.0312231 | val_loss: 0.0312303 | Time: 1619.15 ms [2021-09-29 21:19:14 main:574] : INFO : Epoch 1699 | loss: 0.0312208 | val_loss: 0.0312231 | Time: 1638.92 ms [2021-09-29 21:19:16 main:574] : INFO : Epoch 1700 | loss: 0.031217 | val_loss: 0.0312255 | Time: 1638.53 ms [2021-09-29 21:19:18 main:574] : INFO : Epoch 1701 | loss: 0.0312181 | val_loss: 0.0312237 | Time: 1597.63 ms [2021-09-29 21:19:19 main:574] : INFO : Epoch 1702 | loss: 0.0312184 | val_loss: 0.0312236 | Time: 1612.64 ms [2021-09-29 21:19:21 main:574] : INFO : Epoch 1703 | loss: 0.0312186 | val_loss: 0.0312231 | Time: 1566.74 ms [2021-09-29 21:19:22 main:574] : INFO : Epoch 1704 | loss: 0.0312176 | val_loss: 0.0312238 | Time: 1614.81 ms [2021-09-29 21:19:24 main:574] : INFO : Epoch 1705 | loss: 0.0312166 | val_loss: 0.0312249 | Time: 1600.99 ms [2021-09-29 21:19:26 main:574] : INFO : Epoch 1706 | loss: 0.0312158 | val_loss: 0.0312221 | Time: 1622.65 ms [2021-09-29 21:19:27 main:574] : INFO : Epoch 1707 | loss: 0.0312169 | val_loss: 0.0312237 | Time: 1628.72 ms [2021-09-29 21:19:29 main:574] : INFO : Epoch 1708 | loss: 0.0312172 | val_loss: 0.0312222 | Time: 1608.49 ms [2021-09-29 21:19:30 main:574] : INFO : Epoch 1709 | loss: 0.0312203 | val_loss: 0.0312294 | Time: 1620.22 ms [2021-09-29 21:19:32 main:574] : INFO : Epoch 1710 | loss: 0.0312185 | val_loss: 0.0312232 | Time: 1625.92 ms [2021-09-29 21:19:34 main:574] : INFO : Epoch 1711 | loss: 0.031217 | val_loss: 0.0312254 | Time: 1615.19 ms [2021-09-29 21:19:35 main:574] : INFO : Epoch 1712 | loss: 0.0312178 | val_loss: 0.0312225 | Time: 1618.04 ms [2021-09-29 21:19:37 main:574] : INFO : Epoch 1713 | loss: 0.0312166 | val_loss: 0.0312235 | Time: 1635.91 ms [2021-09-29 21:19:39 main:574] : INFO : Epoch 1714 | loss: 0.0312162 | val_loss: 0.0312241 | Time: 1629.83 ms [2021-09-29 21:19:40 main:574] : INFO : Epoch 1715 | loss: 0.0312162 | val_loss: 0.0312283 | Time: 1590.34 ms [2021-09-29 21:19:42 main:574] : INFO : Epoch 1716 | loss: 0.0312199 | val_loss: 0.0312218 | Time: 1614.63 ms [2021-09-29 21:19:43 main:574] : INFO : Epoch 1717 | loss: 0.0312166 | val_loss: 0.0312264 | Time: 1624.62 ms [2021-09-29 21:19:45 main:574] : INFO : Epoch 1718 | loss: 0.0312182 | val_loss: 0.0312262 | Time: 1613 ms [2021-09-29 21:19:47 main:574] : INFO : Epoch 1719 | loss: 0.0312195 | val_loss: 0.0312226 | Time: 1626.01 ms [2021-09-29 21:19:48 main:574] : INFO : Epoch 1720 | loss: 0.0312158 | val_loss: 0.031223 | Time: 1614.47 ms [2021-09-29 21:19:50 main:574] : INFO : Epoch 1721 | loss: 0.0312157 | val_loss: 0.0312248 | Time: 1639.88 ms [2021-09-29 21:19:52 main:574] : INFO : Epoch 1722 | loss: 0.0312216 | val_loss: 0.0312314 | Time: 1625.12 ms [2021-09-29 21:19:53 main:574] : INFO : Epoch 1723 | loss: 0.0312198 | val_loss: 0.0312229 | Time: 1602.84 ms [2021-09-29 21:19:55 main:574] : INFO : Epoch 1724 | loss: 0.0312171 | val_loss: 0.0312333 | Time: 1619.33 ms [2021-09-29 21:19:56 main:574] : INFO : Epoch 1725 | loss: 0.0312182 | val_loss: 0.0312246 | Time: 1599.08 ms [2021-09-29 21:19:58 main:574] : INFO : Epoch 1726 | loss: 0.0312195 | val_loss: 0.0312236 | Time: 1637.12 ms [2021-09-29 21:20:00 main:574] : INFO : Epoch 1727 | loss: 0.0312182 | val_loss: 0.0312307 | Time: 1615.39 ms [2021-09-29 21:20:01 main:574] : INFO : Epoch 1728 | loss: 0.0312192 | val_loss: 0.0312235 | Time: 1635.65 ms [2021-09-29 21:20:03 main:574] : INFO : Epoch 1729 | loss: 0.0312177 | val_loss: 0.0312341 | Time: 1632.63 ms [2021-09-29 21:20:05 main:574] : INFO : Epoch 1730 | loss: 0.0312222 | val_loss: 0.0312301 | Time: 1617.68 ms [2021-09-29 21:20:06 main:574] : INFO : Epoch 1731 | loss: 0.0312172 | val_loss: 0.031222 | Time: 1606.26 ms [2021-09-29 21:20:08 main:574] : INFO : Epoch 1732 | loss: 0.031216 | val_loss: 0.0312226 | Time: 1609.31 ms [2021-09-29 21:20:09 main:574] : INFO : Epoch 1733 | loss: 0.0312175 | val_loss: 0.0312248 | Time: 1620.82 ms [2021-09-29 21:20:11 main:574] : INFO : Epoch 1734 | loss: 0.0312173 | val_loss: 0.0312255 | Time: 1626.55 ms [2021-09-29 21:20:13 main:574] : INFO : Epoch 1735 | loss: 0.031218 | val_loss: 0.0312237 | Time: 1593.74 ms [2021-09-29 21:20:14 main:574] : INFO : Epoch 1736 | loss: 0.0312152 | val_loss: 0.0312232 | Time: 1621.29 ms [2021-09-29 21:20:16 main:574] : INFO : Epoch 1737 | loss: 0.0312153 | val_loss: 0.0312217 | Time: 1635.59 ms [2021-09-29 21:20:18 main:574] : INFO : Epoch 1738 | loss: 0.0312154 | val_loss: 0.0312278 | Time: 1666.84 ms [2021-09-29 21:20:19 main:574] : INFO : Epoch 1739 | loss: 0.031219 | val_loss: 0.0312269 | Time: 1594.95 ms [2021-09-29 21:20:21 main:574] : INFO : Epoch 1740 | loss: 0.0312205 | val_loss: 0.0312316 | Time: 1629.86 ms [2021-09-29 21:20:23 main:574] : INFO : Epoch 1741 | loss: 0.0312194 | val_loss: 0.031223 | Time: 1621.33 ms [2021-09-29 21:20:24 main:574] : INFO : Epoch 1742 | loss: 0.0312164 | val_loss: 0.0312261 | Time: 1617.3 ms [2021-09-29 21:20:26 main:574] : INFO : Epoch 1743 | loss: 0.03122 | val_loss: 0.0312263 | Time: 1585.76 ms [2021-09-29 21:20:27 main:574] : INFO : Epoch 1744 | loss: 0.0312173 | val_loss: 0.0312267 | Time: 1605.49 ms [2021-09-29 21:20:29 main:574] : INFO : Epoch 1745 | loss: 0.0312174 | val_loss: 0.0312226 | Time: 1591.28 ms [2021-09-29 21:20:31 main:574] : INFO : Epoch 1746 | loss: 0.0312174 | val_loss: 0.0312218 | Time: 1618.23 ms [2021-09-29 21:20:32 main:574] : INFO : Epoch 1747 | loss: 0.0312164 | val_loss: 0.0312232 | Time: 1591.59 ms [2021-09-29 21:20:34 main:574] : INFO : Epoch 1748 | loss: 0.0312186 | val_loss: 0.0312239 | Time: 1633.96 ms [2021-09-29 21:20:35 main:574] : INFO : Epoch 1749 | loss: 0.0312179 | val_loss: 0.0312244 | Time: 1631.14 ms [2021-09-29 21:20:37 main:574] : INFO : Epoch 1750 | loss: 0.031216 | val_loss: 0.0312237 | Time: 1620.11 ms [2021-09-29 21:20:39 main:574] : INFO : Epoch 1751 | loss: 0.0312152 | val_loss: 0.0312231 | Time: 1626.35 ms [2021-09-29 21:20:40 main:574] : INFO : Epoch 1752 | loss: 0.0312172 | val_loss: 0.0312228 | Time: 1621.63 ms [2021-09-29 21:20:42 main:574] : INFO : Epoch 1753 | loss: 0.0312161 | val_loss: 0.0312264 | Time: 1628.86 ms [2021-09-29 21:20:44 main:574] : INFO : Epoch 1754 | loss: 0.0312181 | val_loss: 0.0312234 | Time: 1596.27 ms [2021-09-29 21:20:45 main:574] : INFO : Epoch 1755 | loss: 0.0312193 | val_loss: 0.0312296 | Time: 1572.23 ms [2021-09-29 21:20:47 main:574] : INFO : Epoch 1756 | loss: 0.031219 | val_loss: 0.031224 | Time: 1656.51 ms [2021-09-29 21:20:48 main:574] : INFO : Epoch 1757 | loss: 0.0312185 | val_loss: 0.0312231 | Time: 1617.65 ms [2021-09-29 21:20:50 main:574] : INFO : Epoch 1758 | loss: 0.0312156 | val_loss: 0.0312229 | Time: 1592.68 ms [2021-09-29 21:20:52 main:574] : INFO : Epoch 1759 | loss: 0.0312158 | val_loss: 0.0312231 | Time: 1649.53 ms [2021-09-29 21:20:53 main:574] : INFO : Epoch 1760 | loss: 0.0312151 | val_loss: 0.0312226 | Time: 1619.96 ms [2021-09-29 21:20:55 main:574] : INFO : Epoch 1761 | loss: 0.0312144 | val_loss: 0.031228 | Time: 1628.7 ms [2021-09-29 21:20:57 main:574] : INFO : Epoch 1762 | loss: 0.0312175 | val_loss: 0.0312222 | Time: 1603.55 ms [2021-09-29 21:20:58 main:574] : INFO : Epoch 1763 | loss: 0.0312156 | val_loss: 0.0312236 | Time: 1600.86 ms [2021-09-29 21:21:00 main:574] : INFO : Epoch 1764 | loss: 0.0312149 | val_loss: 0.0312257 | Time: 1585.16 ms [2021-09-29 21:21:01 main:574] : INFO : Epoch 1765 | loss: 0.0312159 | val_loss: 0.0312239 | Time: 1615.49 ms [2021-09-29 21:21:03 main:574] : INFO : Epoch 1766 | loss: 0.0312152 | val_loss: 0.0312217 | Time: 1603.1 ms [2021-09-29 21:21:05 main:574] : INFO : Epoch 1767 | loss: 0.031214 | val_loss: 0.0312229 | Time: 1590.36 ms [2021-09-29 21:21:06 main:574] : INFO : Epoch 1768 | loss: 0.0312143 | val_loss: 0.0312337 | Time: 1569.87 ms [2021-09-29 21:21:08 main:574] : INFO : Epoch 1769 | loss: 0.0312155 | val_loss: 0.0312229 | Time: 1617.47 ms [2021-09-29 21:21:09 main:574] : INFO : Epoch 1770 | loss: 0.0312152 | val_loss: 0.0312208 | Time: 1627.06 ms [2021-09-29 21:21:11 main:574] : INFO : Epoch 1771 | loss: 0.0312151 | val_loss: 0.0312221 | Time: 1628.32 ms [2021-09-29 21:21:13 main:574] : INFO : Epoch 1772 | loss: 0.0312144 | val_loss: 0.0312233 | Time: 1623.61 ms [2021-09-29 21:21:14 main:574] : INFO : Epoch 1773 | loss: 0.0312163 | val_loss: 0.0312224 | Time: 1601.85 ms [2021-09-29 21:21:16 main:574] : INFO : Epoch 1774 | loss: 0.031217 | val_loss: 0.0312232 | Time: 1578.16 ms [2021-09-29 21:21:17 main:574] : INFO : Epoch 1775 | loss: 0.0312141 | val_loss: 0.0312325 | Time: 1591.66 ms [2021-09-29 21:21:19 main:574] : INFO : Epoch 1776 | loss: 0.0312154 | val_loss: 0.0312232 | Time: 1617.58 ms [2021-09-29 21:21:21 main:574] : INFO : Epoch 1777 | loss: 0.0312168 | val_loss: 0.0312285 | Time: 1595.63 ms [2021-09-29 21:21:22 main:574] : INFO : Epoch 1778 | loss: 0.0312147 | val_loss: 0.031222 | Time: 1630.74 ms [2021-09-29 21:21:24 main:574] : INFO : Epoch 1779 | loss: 0.0312142 | val_loss: 0.0312223 | Time: 1610.43 ms [2021-09-29 21:21:26 main:574] : INFO : Epoch 1780 | loss: 0.0312195 | val_loss: 0.031228 | Time: 1673.61 ms [2021-09-29 21:21:27 main:574] : INFO : Epoch 1781 | loss: 0.0312186 | val_loss: 0.0312337 | Time: 1605.61 ms [2021-09-29 21:21:29 main:574] : INFO : Epoch 1782 | loss: 0.0312216 | val_loss: 0.031223 | Time: 1586.31 ms [2021-09-29 21:21:30 main:574] : INFO : Epoch 1783 | loss: 0.0312155 | val_loss: 0.0312243 | Time: 1638.91 ms [2021-09-29 21:21:32 main:574] : INFO : Epoch 1784 | loss: 0.031214 | val_loss: 0.0312222 | Time: 1598.22 ms [2021-09-29 21:21:34 main:574] : INFO : Epoch 1785 | loss: 0.0312144 | val_loss: 0.0312218 | Time: 1616.8 ms [2021-09-29 21:21:35 main:574] : INFO : Epoch 1786 | loss: 0.0312139 | val_loss: 0.0312246 | Time: 1577.09 ms [2021-09-29 21:21:37 main:574] : INFO : Epoch 1787 | loss: 0.0312129 | val_loss: 0.0312215 | Time: 1599.41 ms [2021-09-29 21:21:39 main:574] : INFO : Epoch 1788 | loss: 0.0312162 | val_loss: 0.0312242 | Time: 1603.96 ms [2021-09-29 21:21:40 main:574] : INFO : Epoch 1789 | loss: 0.0312176 | val_loss: 0.0312238 | Time: 1607.3 ms [2021-09-29 21:21:42 main:574] : INFO : Epoch 1790 | loss: 0.0312187 | val_loss: 0.0312426 | Time: 1636.14 ms [2021-09-29 21:21:43 main:574] : INFO : Epoch 1791 | loss: 0.0312208 | val_loss: 0.0312359 | Time: 1611.83 ms [2021-09-29 21:21:45 main:574] : INFO : Epoch 1792 | loss: 0.0312168 | val_loss: 0.0312227 | Time: 1615.64 ms [2021-09-29 21:21:47 main:574] : INFO : Epoch 1793 | loss: 0.031214 | val_loss: 0.0312213 | Time: 1597.76 ms [2021-09-29 21:21:48 main:574] : INFO : Epoch 1794 | loss: 0.0312177 | val_loss: 0.0312295 | Time: 1614.37 ms [2021-09-29 21:21:50 main:574] : INFO : Epoch 1795 | loss: 0.0312176 | val_loss: 0.031224 | Time: 1607.34 ms [2021-09-29 21:21:51 main:574] : INFO : Epoch 1796 | loss: 0.0312137 | val_loss: 0.0312215 | Time: 1602.86 ms [2021-09-29 21:21:53 main:574] : INFO : Epoch 1797 | loss: 0.0312131 | val_loss: 0.0312274 | Time: 1617.82 ms [2021-09-29 21:21:55 main:574] : INFO : Epoch 1798 | loss: 0.0312164 | val_loss: 0.0312207 | Time: 1590.41 ms [2021-09-29 21:21:56 main:574] : INFO : Epoch 1799 | loss: 0.0312132 | val_loss: 0.0312259 | Time: 1613.67 ms [2021-09-29 21:21:58 main:574] : INFO : Epoch 1800 | loss: 0.0312156 | val_loss: 0.0312207 | Time: 1625.85 ms [2021-09-29 21:22:00 main:574] : INFO : Epoch 1801 | loss: 0.0312162 | val_loss: 0.0312233 | Time: 1588.51 ms [2021-09-29 21:22:01 main:574] : INFO : Epoch 1802 | loss: 0.0312133 | val_loss: 0.0312217 | Time: 1611.76 ms [2021-09-29 21:22:03 main:574] : INFO : Epoch 1803 | loss: 0.0312152 | val_loss: 0.0312214 | Time: 1612.36 ms [2021-09-29 21:22:04 main:574] : INFO : Epoch 1804 | loss: 0.0312133 | val_loss: 0.0312222 | Time: 1625.82 ms [2021-09-29 21:22:06 main:574] : INFO : Epoch 1805 | loss: 0.031217 | val_loss: 0.0312274 | Time: 1607.13 ms [2021-09-29 21:22:08 main:574] : INFO : Epoch 1806 | loss: 0.0312159 | val_loss: 0.0312256 | Time: 1624.23 ms [2021-09-29 21:22:09 main:574] : INFO : Epoch 1807 | loss: 0.0312165 | val_loss: 0.0312246 | Time: 1629.41 ms [2021-09-29 21:22:11 main:574] : INFO : Epoch 1808 | loss: 0.0312191 | val_loss: 0.0312272 | Time: 1639.33 ms [2021-09-29 21:22:13 main:574] : INFO : Epoch 1809 | loss: 0.0312197 | val_loss: 0.0312266 | Time: 1608.16 ms [2021-09-29 21:22:14 main:574] : INFO : Epoch 1810 | loss: 0.031217 | val_loss: 0.031225 | Time: 1552.77 ms [2021-09-29 21:22:16 main:574] : INFO : Epoch 1811 | loss: 0.0312166 | val_loss: 0.0312234 | Time: 1593.9 ms [2021-09-29 21:22:17 main:574] : INFO : Epoch 1812 | loss: 0.0312187 | val_loss: 0.031228 | Time: 1648.4 ms [2021-09-29 21:22:19 main:574] : INFO : Epoch 1813 | loss: 0.031216 | val_loss: 0.0312241 | Time: 1630.8 ms [2021-09-29 21:22:21 main:574] : INFO : Epoch 1814 | loss: 0.0312175 | val_loss: 0.0312232 | Time: 1626.61 ms [2021-09-29 21:22:22 main:574] : INFO : Epoch 1815 | loss: 0.0312162 | val_loss: 0.0312243 | Time: 1581.29 ms [2021-09-29 21:22:24 main:574] : INFO : Epoch 1816 | loss: 0.0312168 | val_loss: 0.0312251 | Time: 1598.65 ms [2021-09-29 21:22:25 main:574] : INFO : Epoch 1817 | loss: 0.0312163 | val_loss: 0.0312248 | Time: 1615.66 ms [2021-09-29 21:22:27 main:574] : INFO : Epoch 1818 | loss: 0.0312175 | val_loss: 0.0312297 | Time: 1623.63 ms [2021-09-29 21:22:29 main:574] : INFO : Epoch 1819 | loss: 0.0312161 | val_loss: 0.0312281 | Time: 1596.12 ms [2021-09-29 21:22:30 main:574] : INFO : Epoch 1820 | loss: 0.031215 | val_loss: 0.0312278 | Time: 1597.31 ms [2021-09-29 21:22:32 main:574] : INFO : Epoch 1821 | loss: 0.0312231 | val_loss: 0.0312314 | Time: 1607.15 ms [2021-09-29 21:22:34 main:574] : INFO : Epoch 1822 | loss: 0.0312222 | val_loss: 0.0312242 | Time: 1600.3 ms [2021-09-29 21:22:35 main:574] : INFO : Epoch 1823 | loss: 0.0312149 | val_loss: 0.031224 | Time: 1615.22 ms [2021-09-29 21:22:37 main:574] : INFO : Epoch 1824 | loss: 0.0312144 | val_loss: 0.0312231 | Time: 1592.23 ms [2021-09-29 21:22:38 main:574] : INFO : Epoch 1825 | loss: 0.0312137 | val_loss: 0.0312236 | Time: 1600.48 ms [2021-09-29 21:22:40 main:574] : INFO : Epoch 1826 | loss: 0.0312157 | val_loss: 0.0312228 | Time: 1614.5 ms [2021-09-29 21:22:42 main:574] : INFO : Epoch 1827 | loss: 0.031214 | val_loss: 0.0312267 | Time: 1601.61 ms [2021-09-29 21:22:43 main:574] : INFO : Epoch 1828 | loss: 0.0312149 | val_loss: 0.0312377 | Time: 1618.17 ms [2021-09-29 21:22:45 main:574] : INFO : Epoch 1829 | loss: 0.0312204 | val_loss: 0.0312242 | Time: 1626.27 ms [2021-09-29 21:22:46 main:574] : INFO : Epoch 1830 | loss: 0.0312155 | val_loss: 0.0312267 | Time: 1609.01 ms [2021-09-29 21:22:48 main:574] : INFO : Epoch 1831 | loss: 0.0312173 | val_loss: 0.0312341 | Time: 1616.27 ms [2021-09-29 21:22:50 main:574] : INFO : Epoch 1832 | loss: 0.0312181 | val_loss: 0.0312235 | Time: 1617.27 ms [2021-09-29 21:22:51 main:574] : INFO : Epoch 1833 | loss: 0.0312133 | val_loss: 0.0312252 | Time: 1594.3 ms [2021-09-29 21:22:53 main:574] : INFO : Epoch 1834 | loss: 0.0312134 | val_loss: 0.0312285 | Time: 1648.35 ms [2021-09-29 21:22:55 main:574] : INFO : Epoch 1835 | loss: 0.0312155 | val_loss: 0.0312243 | Time: 1622.54 ms [2021-09-29 21:22:56 main:574] : INFO : Epoch 1836 | loss: 0.0312138 | val_loss: 0.0312284 | Time: 1621.93 ms [2021-09-29 21:22:58 main:574] : INFO : Epoch 1837 | loss: 0.0312136 | val_loss: 0.0312236 | Time: 1620.95 ms [2021-09-29 21:22:59 main:574] : INFO : Epoch 1838 | loss: 0.0312125 | val_loss: 0.0312246 | Time: 1632.53 ms [2021-09-29 21:23:01 main:574] : INFO : Epoch 1839 | loss: 0.0312153 | val_loss: 0.0312249 | Time: 1601.23 ms [2021-09-29 21:23:03 main:574] : INFO : Epoch 1840 | loss: 0.0312154 | val_loss: 0.0312238 | Time: 1599.2 ms [2021-09-29 21:23:04 main:574] : INFO : Epoch 1841 | loss: 0.0312162 | val_loss: 0.0312234 | Time: 1592.84 ms [2021-09-29 21:23:06 main:574] : INFO : Epoch 1842 | loss: 0.0312136 | val_loss: 0.0312233 | Time: 1603.7 ms [2021-09-29 21:23:08 main:574] : INFO : Epoch 1843 | loss: 0.0312133 | val_loss: 0.0312253 | Time: 1648.3 ms [2021-09-29 21:23:09 main:574] : INFO : Epoch 1844 | loss: 0.0312132 | val_loss: 0.0312234 | Time: 1636.85 ms [2021-09-29 21:23:11 main:574] : INFO : Epoch 1845 | loss: 0.0312152 | val_loss: 0.0312222 | Time: 1625.73 ms [2021-09-29 21:23:12 main:574] : INFO : Epoch 1846 | loss: 0.0312149 | val_loss: 0.0312236 | Time: 1639.19 ms [2021-09-29 21:23:14 main:574] : INFO : Epoch 1847 | loss: 0.0312153 | val_loss: 0.0312234 | Time: 1601.92 ms [2021-09-29 21:23:16 main:574] : INFO : Epoch 1848 | loss: 0.0312136 | val_loss: 0.0312318 | Time: 1592.82 ms [2021-09-29 21:23:17 main:574] : INFO : Epoch 1849 | loss: 0.0312148 | val_loss: 0.0312242 | Time: 1585.76 ms [2021-09-29 21:23:19 main:574] : INFO : Epoch 1850 | loss: 0.0312128 | val_loss: 0.0312232 | Time: 1609.65 ms [2021-09-29 21:23:20 main:574] : INFO : Epoch 1851 | loss: 0.0312127 | val_loss: 0.0312295 | Time: 1621.61 ms [2021-09-29 21:23:22 main:574] : INFO : Epoch 1852 | loss: 0.0312169 | val_loss: 0.0312296 | Time: 1574.11 ms [2021-09-29 21:23:24 main:574] : INFO : Epoch 1853 | loss: 0.0312149 | val_loss: 0.0312249 | Time: 1586.27 ms [2021-09-29 21:23:25 main:574] : INFO : Epoch 1854 | loss: 0.0312152 | val_loss: 0.0312232 | Time: 1617.79 ms [2021-09-29 21:23:27 main:574] : INFO : Epoch 1855 | loss: 0.0312124 | val_loss: 0.0312235 | Time: 1637.98 ms [2021-09-29 21:23:29 main:574] : INFO : Epoch 1856 | loss: 0.0312124 | val_loss: 0.0312227 | Time: 1627.02 ms [2021-09-29 21:23:30 main:574] : INFO : Epoch 1857 | loss: 0.0312135 | val_loss: 0.0312228 | Time: 1626.72 ms [2021-09-29 21:23:32 main:574] : INFO : Epoch 1858 | loss: 0.0312151 | val_loss: 0.0312231 | Time: 1635.48 ms [2021-09-29 21:23:33 main:574] : INFO : Epoch 1859 | loss: 0.0312119 | val_loss: 0.031222 | Time: 1640.54 ms [2021-09-29 21:23:35 main:574] : INFO : Epoch 1860 | loss: 0.031212 | val_loss: 0.0312268 | Time: 1618.85 ms [2021-09-29 21:23:37 main:574] : INFO : Epoch 1861 | loss: 0.0312134 | val_loss: 0.0312242 | Time: 1630.09 ms [2021-09-29 21:23:38 main:574] : INFO : Epoch 1862 | loss: 0.0312123 | val_loss: 0.0312302 | Time: 1626.67 ms [2021-09-29 21:23:40 main:574] : INFO : Epoch 1863 | loss: 0.0312132 | val_loss: 0.0312222 | Time: 1616.02 ms [2021-09-29 21:23:42 main:574] : INFO : Epoch 1864 | loss: 0.0312145 | val_loss: 0.0312231 | Time: 1581.68 ms [2021-09-29 21:23:43 main:574] : INFO : Epoch 1865 | loss: 0.0312135 | val_loss: 0.0312231 | Time: 1628.51 ms [2021-09-29 21:23:45 main:574] : INFO : Epoch 1866 | loss: 0.031213 | val_loss: 0.0312228 | Time: 1637.71 ms [2021-09-29 21:23:46 main:574] : INFO : Epoch 1867 | loss: 0.0312128 | val_loss: 0.0312245 | Time: 1614.95 ms [2021-09-29 21:23:48 main:574] : INFO : Epoch 1868 | loss: 0.0312125 | val_loss: 0.0312221 | Time: 1637.79 ms [2021-09-29 21:23:50 main:574] : INFO : Epoch 1869 | loss: 0.0312136 | val_loss: 0.0312219 | Time: 1652.23 ms [2021-09-29 21:23:51 main:574] : INFO : Epoch 1870 | loss: 0.0312138 | val_loss: 0.0312302 | Time: 1605.21 ms [2021-09-29 21:23:53 main:574] : INFO : Epoch 1871 | loss: 0.0312138 | val_loss: 0.0312237 | Time: 1611.68 ms [2021-09-29 21:23:55 main:574] : INFO : Epoch 1872 | loss: 0.0312123 | val_loss: 0.031226 | Time: 1631.21 ms [2021-09-29 21:23:56 main:574] : INFO : Epoch 1873 | loss: 0.0312188 | val_loss: 0.0312393 | Time: 1630.9 ms [2021-09-29 21:23:58 main:574] : INFO : Epoch 1874 | loss: 0.0312161 | val_loss: 0.0312259 | Time: 1617.53 ms [2021-09-29 21:24:00 main:574] : INFO : Epoch 1875 | loss: 0.0312121 | val_loss: 0.0312228 | Time: 1612.14 ms [2021-09-29 21:24:01 main:574] : INFO : Epoch 1876 | loss: 0.0312117 | val_loss: 0.0312245 | Time: 1621.86 ms [2021-09-29 21:24:03 main:574] : INFO : Epoch 1877 | loss: 0.031212 | val_loss: 0.0312237 | Time: 1598.51 ms [2021-09-29 21:24:04 main:574] : INFO : Epoch 1878 | loss: 0.0312145 | val_loss: 0.0312238 | Time: 1620.25 ms [2021-09-29 21:24:06 main:574] : INFO : Epoch 1879 | loss: 0.0312123 | val_loss: 0.0312261 | Time: 1632.63 ms [2021-09-29 21:24:08 main:574] : INFO : Epoch 1880 | loss: 0.0312133 | val_loss: 0.031223 | Time: 1620.78 ms [2021-09-29 21:24:09 main:574] : INFO : Epoch 1881 | loss: 0.0312125 | val_loss: 0.0312229 | Time: 1645.45 ms [2021-09-29 21:24:11 main:574] : INFO : Epoch 1882 | loss: 0.0312145 | val_loss: 0.0312235 | Time: 1596.76 ms [2021-09-29 21:24:13 main:574] : INFO : Epoch 1883 | loss: 0.0312133 | val_loss: 0.0312257 | Time: 1600.57 ms [2021-09-29 21:24:14 main:574] : INFO : Epoch 1884 | loss: 0.0312137 | val_loss: 0.0312253 | Time: 1610.12 ms [2021-09-29 21:24:16 main:574] : INFO : Epoch 1885 | loss: 0.0312149 | val_loss: 0.0312288 | Time: 1600.73 ms [2021-09-29 21:24:17 main:574] : INFO : Epoch 1886 | loss: 0.0312138 | val_loss: 0.0312236 | Time: 1607.46 ms [2021-09-29 21:24:19 main:574] : INFO : Epoch 1887 | loss: 0.031212 | val_loss: 0.0312237 | Time: 1619.22 ms [2021-09-29 21:24:21 main:574] : INFO : Epoch 1888 | loss: 0.0312124 | val_loss: 0.0312276 | Time: 1625.89 ms [2021-09-29 21:24:22 main:574] : INFO : Epoch 1889 | loss: 0.0312141 | val_loss: 0.0312221 | Time: 1624.4 ms [2021-09-29 21:24:24 main:574] : INFO : Epoch 1890 | loss: 0.0312121 | val_loss: 0.0312226 | Time: 1617.26 ms [2021-09-29 21:24:26 main:574] : INFO : Epoch 1891 | loss: 0.0312201 | val_loss: 0.0312278 | Time: 1621.36 ms [2021-09-29 21:24:27 main:574] : INFO : Epoch 1892 | loss: 0.0312145 | val_loss: 0.0312223 | Time: 1614.59 ms [2021-09-29 21:24:29 main:574] : INFO : Epoch 1893 | loss: 0.0312162 | val_loss: 0.031229 | Time: 1574.73 ms [2021-09-29 21:24:30 main:574] : INFO : Epoch 1894 | loss: 0.0312248 | val_loss: 0.0312254 | Time: 1604.16 ms [2021-09-29 21:24:32 main:574] : INFO : Epoch 1895 | loss: 0.0312186 | val_loss: 0.0312274 | Time: 1628.16 ms [2021-09-29 21:24:34 main:574] : INFO : Epoch 1896 | loss: 0.0312159 | val_loss: 0.0312221 | Time: 1627.99 ms [2021-09-29 21:24:35 main:574] : INFO : Epoch 1897 | loss: 0.0312164 | val_loss: 0.0312232 | Time: 1617.82 ms [2021-09-29 21:24:37 main:574] : INFO : Epoch 1898 | loss: 0.0312126 | val_loss: 0.0312219 | Time: 1631.16 ms [2021-09-29 21:24:38 main:574] : INFO : Epoch 1899 | loss: 0.0312132 | val_loss: 0.0312364 | Time: 1623.38 ms [2021-09-29 21:24:40 main:574] : INFO : Epoch 1900 | loss: 0.0312152 | val_loss: 0.0312239 | Time: 1642.67 ms [2021-09-29 21:24:42 main:574] : INFO : Epoch 1901 | loss: 0.0312114 | val_loss: 0.0312238 | Time: 1605.65 ms [2021-09-29 21:24:43 main:574] : INFO : Epoch 1902 | loss: 0.031211 | val_loss: 0.0312216 | Time: 1612.51 ms [2021-09-29 21:24:45 main:574] : INFO : Epoch 1903 | loss: 0.0312119 | val_loss: 0.0312215 | Time: 1617.7 ms [2021-09-29 21:24:47 main:574] : INFO : Epoch 1904 | loss: 0.0312119 | val_loss: 0.0312259 | Time: 1601.33 ms [2021-09-29 21:24:48 main:574] : INFO : Epoch 1905 | loss: 0.0312116 | val_loss: 0.0312244 | Time: 1621.56 ms [2021-09-29 21:24:50 main:574] : INFO : Epoch 1906 | loss: 0.0312136 | val_loss: 0.0312258 | Time: 1613.13 ms [2021-09-29 21:24:51 main:574] : INFO : Epoch 1907 | loss: 0.0312171 | val_loss: 0.0312226 | Time: 1640.87 ms [2021-09-29 21:24:53 main:574] : INFO : Epoch 1908 | loss: 0.0312137 | val_loss: 0.031221 | Time: 1653.49 ms [2021-09-29 21:24:55 main:574] : INFO : Epoch 1909 | loss: 0.0312127 | val_loss: 0.0312207 | Time: 1623.2 ms [2021-09-29 21:24:56 main:574] : INFO : Epoch 1910 | loss: 0.0312123 | val_loss: 0.0312224 | Time: 1614.6 ms [2021-09-29 21:24:58 main:574] : INFO : Epoch 1911 | loss: 0.0312125 | val_loss: 0.0312213 | Time: 1610.77 ms [2021-09-29 21:25:00 main:574] : INFO : Epoch 1912 | loss: 0.0312127 | val_loss: 0.0312218 | Time: 1636.13 ms [2021-09-29 21:25:01 main:574] : INFO : Epoch 1913 | loss: 0.0312115 | val_loss: 0.0312203 | Time: 1607.2 ms [2021-09-29 21:25:03 main:574] : INFO : Epoch 1914 | loss: 0.0312146 | val_loss: 0.0312268 | Time: 1600.09 ms [2021-09-29 21:25:04 main:574] : INFO : Epoch 1915 | loss: 0.0312126 | val_loss: 0.0312206 | Time: 1597.34 ms [2021-09-29 21:25:06 main:574] : INFO : Epoch 1916 | loss: 0.0312127 | val_loss: 0.0312206 | Time: 1594.72 ms [2021-09-29 21:25:08 main:574] : INFO : Epoch 1917 | loss: 0.0312159 | val_loss: 0.0312331 | Time: 1646.73 ms [2021-09-29 21:25:09 main:574] : INFO : Epoch 1918 | loss: 0.0312171 | val_loss: 0.031229 | Time: 1614.28 ms [2021-09-29 21:25:11 main:574] : INFO : Epoch 1919 | loss: 0.031215 | val_loss: 0.0312363 | Time: 1616.45 ms [2021-09-29 21:25:13 main:574] : INFO : Epoch 1920 | loss: 0.0312229 | val_loss: 0.0312205 | Time: 1622.43 ms [2021-09-29 21:25:14 main:574] : INFO : Epoch 1921 | loss: 0.031214 | val_loss: 0.0312198 | Time: 1627.98 ms [2021-09-29 21:25:16 main:574] : INFO : Epoch 1922 | loss: 0.0312124 | val_loss: 0.0312208 | Time: 1648.97 ms [2021-09-29 21:25:18 main:574] : INFO : Epoch 1923 | loss: 0.0312101 | val_loss: 0.0312204 | Time: 1629.19 ms [2021-09-29 21:25:19 main:574] : INFO : Epoch 1924 | loss: 0.0312112 | val_loss: 0.0312228 | Time: 1605.1 ms [2021-09-29 21:25:21 main:574] : INFO : Epoch 1925 | loss: 0.0312103 | val_loss: 0.0312214 | Time: 1609.19 ms [2021-09-29 21:25:22 main:574] : INFO : Epoch 1926 | loss: 0.0312113 | val_loss: 0.0312199 | Time: 1596 ms [2021-09-29 21:25:24 main:574] : INFO : Epoch 1927 | loss: 0.0312118 | val_loss: 0.0312239 | Time: 1603.57 ms [2021-09-29 21:25:26 main:574] : INFO : Epoch 1928 | loss: 0.0312118 | val_loss: 0.0312241 | Time: 1629.15 ms [2021-09-29 21:25:27 main:574] : INFO : Epoch 1929 | loss: 0.0312116 | val_loss: 0.0312256 | Time: 1623.96 ms [2021-09-29 21:25:29 main:574] : INFO : Epoch 1930 | loss: 0.0312131 | val_loss: 0.0312253 | Time: 1651.24 ms [2021-09-29 21:25:31 main:574] : INFO : Epoch 1931 | loss: 0.0312134 | val_loss: 0.03122 | Time: 1615.01 ms [2021-09-29 21:25:32 main:574] : INFO : Epoch 1932 | loss: 0.0312095 | val_loss: 0.0312222 | Time: 1650.47 ms [2021-09-29 21:25:34 main:574] : INFO : Epoch 1933 | loss: 0.0312134 | val_loss: 0.0312221 | Time: 1658.28 ms [2021-09-29 21:25:35 main:574] : INFO : Epoch 1934 | loss: 0.0312121 | val_loss: 0.0312251 | Time: 1626.18 ms [2021-09-29 21:25:37 main:574] : INFO : Epoch 1935 | loss: 0.0312135 | val_loss: 0.0312313 | Time: 1631.75 ms [2021-09-29 21:25:39 main:574] : INFO : Epoch 1936 | loss: 0.0312133 | val_loss: 0.0312311 | Time: 1621.81 ms [2021-09-29 21:25:40 main:574] : INFO : Epoch 1937 | loss: 0.0312142 | val_loss: 0.0312206 | Time: 1612.04 ms [2021-09-29 21:25:42 main:574] : INFO : Epoch 1938 | loss: 0.0312145 | val_loss: 0.0312204 | Time: 1616.78 ms [2021-09-29 21:25:44 main:574] : INFO : Epoch 1939 | loss: 0.0312139 | val_loss: 0.0312197 | Time: 1608.04 ms [2021-09-29 21:25:45 main:574] : INFO : Epoch 1940 | loss: 0.0312111 | val_loss: 0.0312207 | Time: 1639.48 ms [2021-09-29 21:25:47 main:574] : INFO : Epoch 1941 | loss: 0.0312165 | val_loss: 0.031235 | Time: 1622.14 ms [2021-09-29 21:25:49 main:574] : INFO : Epoch 1942 | loss: 0.0312141 | val_loss: 0.0312248 | Time: 1645.61 ms [2021-09-29 21:25:50 main:574] : INFO : Epoch 1943 | loss: 0.0312124 | val_loss: 0.0312339 | Time: 1648.63 ms [2021-09-29 21:25:52 main:574] : INFO : Epoch 1944 | loss: 0.0312134 | val_loss: 0.0312293 | Time: 1632.06 ms [2021-09-29 21:25:53 main:574] : INFO : Epoch 1945 | loss: 0.0312135 | val_loss: 0.0312305 | Time: 1566.8 ms [2021-09-29 21:25:55 main:574] : INFO : Epoch 1946 | loss: 0.0312141 | val_loss: 0.0312243 | Time: 1607.32 ms [2021-09-29 21:25:57 main:574] : INFO : Epoch 1947 | loss: 0.0312105 | val_loss: 0.0312239 | Time: 1580.05 ms [2021-09-29 21:25:58 main:574] : INFO : Epoch 1948 | loss: 0.0312112 | val_loss: 0.0312262 | Time: 1614.67 ms [2021-09-29 21:26:00 main:574] : INFO : Epoch 1949 | loss: 0.0312146 | val_loss: 0.0312203 | Time: 1599.5 ms [2021-09-29 21:26:01 main:574] : INFO : Epoch 1950 | loss: 0.0312134 | val_loss: 0.0312247 | Time: 1622.72 ms [2021-09-29 21:26:03 main:574] : INFO : Epoch 1951 | loss: 0.0312138 | val_loss: 0.0312218 | Time: 1601.38 ms [2021-09-29 21:26:05 main:574] : INFO : Epoch 1952 | loss: 0.0312123 | val_loss: 0.0312236 | Time: 1607.72 ms [2021-09-29 21:26:06 main:574] : INFO : Epoch 1953 | loss: 0.03121 | val_loss: 0.0312235 | Time: 1614.25 ms [2021-09-29 21:26:08 main:574] : INFO : Epoch 1954 | loss: 0.0312112 | val_loss: 0.0312291 | Time: 1624.28 ms [2021-09-29 21:26:10 main:574] : INFO : Epoch 1955 | loss: 0.0312126 | val_loss: 0.0312223 | Time: 1615.02 ms [2021-09-29 21:26:11 main:574] : INFO : Epoch 1956 | loss: 0.0312104 | val_loss: 0.0312252 | Time: 1612.01 ms [2021-09-29 21:26:13 main:574] : INFO : Epoch 1957 | loss: 0.031211 | val_loss: 0.0312213 | Time: 1592.01 ms [2021-09-29 21:26:14 main:574] : INFO : Epoch 1958 | loss: 0.0312097 | val_loss: 0.03122 | Time: 1622.46 ms [2021-09-29 21:26:16 main:574] : INFO : Epoch 1959 | loss: 0.0312085 | val_loss: 0.0312213 | Time: 1600.57 ms [2021-09-29 21:26:18 main:574] : INFO : Epoch 1960 | loss: 0.0312092 | val_loss: 0.0312222 | Time: 1635.34 ms [2021-09-29 21:26:19 main:574] : INFO : Epoch 1961 | loss: 0.0312102 | val_loss: 0.0312185 | Time: 1613.98 ms [2021-09-29 21:26:21 main:574] : INFO : Epoch 1962 | loss: 0.0312092 | val_loss: 0.0312216 | Time: 1618.98 ms [2021-09-29 21:26:23 main:574] : INFO : Epoch 1963 | loss: 0.0312094 | val_loss: 0.0312199 | Time: 1629.88 ms [2021-09-29 21:26:24 main:574] : INFO : Epoch 1964 | loss: 0.0312084 | val_loss: 0.0312218 | Time: 1592.47 ms [2021-09-29 21:26:26 main:574] : INFO : Epoch 1965 | loss: 0.0312104 | val_loss: 0.0312212 | Time: 1602.85 ms [2021-09-29 21:26:27 main:574] : INFO : Epoch 1966 | loss: 0.0312087 | val_loss: 0.0312224 | Time: 1592.1 ms [2021-09-29 21:26:29 main:574] : INFO : Epoch 1967 | loss: 0.0312101 | val_loss: 0.0312204 | Time: 1635.4 ms [2021-09-29 21:26:31 main:574] : INFO : Epoch 1968 | loss: 0.0312111 | val_loss: 0.0312233 | Time: 1615.65 ms [2021-09-29 21:26:32 main:574] : INFO : Epoch 1969 | loss: 0.0312102 | val_loss: 0.0312221 | Time: 1598.53 ms [2021-09-29 21:26:34 main:574] : INFO : Epoch 1970 | loss: 0.0312136 | val_loss: 0.0312238 | Time: 1615.16 ms [2021-09-29 21:26:35 main:574] : INFO : Epoch 1971 | loss: 0.0312126 | val_loss: 0.0312264 | Time: 1630.47 ms [2021-09-29 21:26:37 main:574] : INFO : Epoch 1972 | loss: 0.0312159 | val_loss: 0.0312309 | Time: 1624.97 ms [2021-09-29 21:26:39 main:574] : INFO : Epoch 1973 | loss: 0.0312141 | val_loss: 0.0312273 | Time: 1613.51 ms [2021-09-29 21:26:40 main:574] : INFO : Epoch 1974 | loss: 0.0312116 | val_loss: 0.0312219 | Time: 1634.85 ms [2021-09-29 21:26:42 main:574] : INFO : Epoch 1975 | loss: 0.0312156 | val_loss: 0.0312226 | Time: 1600.65 ms [2021-09-29 21:26:44 main:574] : INFO : Epoch 1976 | loss: 0.0312154 | val_loss: 0.0312287 | Time: 1601.24 ms [2021-09-29 21:26:45 main:574] : INFO : Epoch 1977 | loss: 0.0312131 | val_loss: 0.0312211 | Time: 1611.51 ms [2021-09-29 21:26:47 main:574] : INFO : Epoch 1978 | loss: 0.031212 | val_loss: 0.0312215 | Time: 1575.28 ms [2021-09-29 21:26:48 main:574] : INFO : Epoch 1979 | loss: 0.0312116 | val_loss: 0.0312235 | Time: 1608.13 ms [2021-09-29 21:26:50 main:574] : INFO : Epoch 1980 | loss: 0.0312142 | val_loss: 0.0312237 | Time: 1596.56 ms [2021-09-29 21:26:52 main:574] : INFO : Epoch 1981 | loss: 0.0312157 | val_loss: 0.0312232 | Time: 1600.57 ms [2021-09-29 21:26:53 main:574] : INFO : Epoch 1982 | loss: 0.0312096 | val_loss: 0.0312213 | Time: 1620.72 ms [2021-09-29 21:26:55 main:574] : INFO : Epoch 1983 | loss: 0.0312112 | val_loss: 0.0312292 | Time: 1609.51 ms [2021-09-29 21:26:56 main:574] : INFO : Epoch 1984 | loss: 0.0312105 | val_loss: 0.0312219 | Time: 1640.97 ms [2021-09-29 21:26:58 main:574] : INFO : Epoch 1985 | loss: 0.0312147 | val_loss: 0.0312266 | Time: 1618.97 ms [2021-09-29 21:27:00 main:574] : INFO : Epoch 1986 | loss: 0.0312116 | val_loss: 0.0312269 | Time: 1614 ms [2021-09-29 21:27:01 main:574] : INFO : Epoch 1987 | loss: 0.0312136 | val_loss: 0.0312213 | Time: 1585.63 ms [2021-09-29 21:27:03 main:574] : INFO : Epoch 1988 | loss: 0.0312093 | val_loss: 0.0312216 | Time: 1567.24 ms [2021-09-29 21:27:04 main:574] : INFO : Epoch 1989 | loss: 0.0312097 | val_loss: 0.0312192 | Time: 1581.07 ms [2021-09-29 21:27:06 main:574] : INFO : Epoch 1990 | loss: 0.0312111 | val_loss: 0.0312237 | Time: 1591.31 ms [2021-09-29 21:27:08 main:574] : INFO : Epoch 1991 | loss: 0.031211 | val_loss: 0.0312198 | Time: 1587.49 ms [2021-09-29 21:27:09 main:574] : INFO : Epoch 1992 | loss: 0.0312098 | val_loss: 0.03122 | Time: 1573.14 ms [2021-09-29 21:27:11 main:574] : INFO : Epoch 1993 | loss: 0.0312099 | val_loss: 0.0312199 | Time: 1580.97 ms [2021-09-29 21:27:12 main:574] : INFO : Epoch 1994 | loss: 0.0312087 | val_loss: 0.0312247 | Time: 1619.01 ms [2021-09-29 21:27:14 main:574] : INFO : Epoch 1995 | loss: 0.0312096 | val_loss: 0.0312249 | Time: 1581.83 ms [2021-09-29 21:27:16 main:574] : INFO : Epoch 1996 | loss: 0.0312113 | val_loss: 0.0312222 | Time: 1623.49 ms [2021-09-29 21:27:17 main:574] : INFO : Epoch 1997 | loss: 0.0312077 | val_loss: 0.0312228 | Time: 1594.62 ms [2021-09-29 21:27:19 main:574] : INFO : Epoch 1998 | loss: 0.0312088 | val_loss: 0.0312218 | Time: 1601.32 ms [2021-09-29 21:27:21 main:574] : INFO : Epoch 1999 | loss: 0.0312087 | val_loss: 0.0312204 | Time: 1607.28 ms [2021-09-29 21:27:22 main:574] : INFO : Epoch 2000 | loss: 0.0312074 | val_loss: 0.0312201 | Time: 1585.17 ms [2021-09-29 21:27:24 main:574] : INFO : Epoch 2001 | loss: 0.0312079 | val_loss: 0.0312215 | Time: 1595.8 ms [2021-09-29 21:27:25 main:574] : INFO : Epoch 2002 | loss: 0.0312087 | val_loss: 0.0312187 | Time: 1621.3 ms [2021-09-29 21:27:27 main:574] : INFO : Epoch 2003 | loss: 0.0312089 | val_loss: 0.0312197 | Time: 1611.07 ms [2021-09-29 21:27:29 main:574] : INFO : Epoch 2004 | loss: 0.0312073 | val_loss: 0.0312194 | Time: 1640.67 ms [2021-09-29 21:27:30 main:574] : INFO : Epoch 2005 | loss: 0.0312093 | val_loss: 0.0312217 | Time: 1596.37 ms [2021-09-29 21:27:32 main:574] : INFO : Epoch 2006 | loss: 0.0312081 | val_loss: 0.0312248 | Time: 1612.58 ms [2021-09-29 21:27:33 main:574] : INFO : Epoch 2007 | loss: 0.0312086 | val_loss: 0.031228 | Time: 1624 ms [2021-09-29 21:27:35 main:574] : INFO : Epoch 2008 | loss: 0.0312084 | val_loss: 0.0312205 | Time: 1563.41 ms [2021-09-29 21:27:37 main:574] : INFO : Epoch 2009 | loss: 0.0312074 | val_loss: 0.0312197 | Time: 1613.09 ms [2021-09-29 21:27:38 main:574] : INFO : Epoch 2010 | loss: 0.0312081 | val_loss: 0.0312268 | Time: 1609.74 ms [2021-09-29 21:27:40 main:574] : INFO : Epoch 2011 | loss: 0.0312099 | val_loss: 0.0312201 | Time: 1593.42 ms [2021-09-29 21:27:41 main:574] : INFO : Epoch 2012 | loss: 0.0312135 | val_loss: 0.0312206 | Time: 1605.81 ms [2021-09-29 21:27:43 main:574] : INFO : Epoch 2013 | loss: 0.0312088 | val_loss: 0.0312194 | Time: 1594.88 ms [2021-09-29 21:27:45 main:574] : INFO : Epoch 2014 | loss: 0.0312069 | val_loss: 0.0312205 | Time: 1603.57 ms [2021-09-29 21:27:46 main:574] : INFO : Epoch 2015 | loss: 0.0312063 | val_loss: 0.0312214 | Time: 1591.27 ms [2021-09-29 21:27:48 main:574] : INFO : Epoch 2016 | loss: 0.031207 | val_loss: 0.0312225 | Time: 1595.85 ms [2021-09-29 21:27:49 main:574] : INFO : Epoch 2017 | loss: 0.0312082 | val_loss: 0.0312209 | Time: 1583.56 ms [2021-09-29 21:27:51 main:574] : INFO : Epoch 2018 | loss: 0.0312079 | val_loss: 0.0312194 | Time: 1607.7 ms [2021-09-29 21:27:53 main:574] : INFO : Epoch 2019 | loss: 0.0312103 | val_loss: 0.0312223 | Time: 1610.91 ms [2021-09-29 21:27:54 main:574] : INFO : Epoch 2020 | loss: 0.0312101 | val_loss: 0.031224 | Time: 1603.22 ms [2021-09-29 21:27:56 main:574] : INFO : Epoch 2021 | loss: 0.0312095 | val_loss: 0.0312252 | Time: 1616.88 ms [2021-09-29 21:27:58 main:574] : INFO : Epoch 2022 | loss: 0.0312096 | val_loss: 0.0312232 | Time: 1621.15 ms [2021-09-29 21:27:59 main:574] : INFO : Epoch 2023 | loss: 0.0312072 | val_loss: 0.0312208 | Time: 1619.29 ms [2021-09-29 21:28:01 main:574] : INFO : Epoch 2024 | loss: 0.0312071 | val_loss: 0.0312223 | Time: 1590.67 ms [2021-09-29 21:28:02 main:574] : INFO : Epoch 2025 | loss: 0.0312064 | val_loss: 0.0312223 | Time: 1600.64 ms [2021-09-29 21:28:04 main:574] : INFO : Epoch 2026 | loss: 0.0312074 | val_loss: 0.0312233 | Time: 1595.41 ms [2021-09-29 21:28:06 main:574] : INFO : Epoch 2027 | loss: 0.0312078 | val_loss: 0.0312383 | Time: 1611.25 ms [2021-09-29 21:28:07 main:574] : INFO : Epoch 2028 | loss: 0.0312123 | val_loss: 0.0312213 | Time: 1604.35 ms [2021-09-29 21:28:09 main:574] : INFO : Epoch 2029 | loss: 0.0312075 | val_loss: 0.0312209 | Time: 1621.23 ms [2021-09-29 21:28:10 main:574] : INFO : Epoch 2030 | loss: 0.0312067 | val_loss: 0.031221 | Time: 1600.32 ms [2021-09-29 21:28:12 main:574] : INFO : Epoch 2031 | loss: 0.0312085 | val_loss: 0.0312218 | Time: 1614.64 ms [2021-09-29 21:28:14 main:574] : INFO : Epoch 2032 | loss: 0.0312067 | val_loss: 0.0312273 | Time: 1592.42 ms [2021-09-29 21:28:15 main:574] : INFO : Epoch 2033 | loss: 0.0312069 | val_loss: 0.0312223 | Time: 1596.9 ms [2021-09-29 21:28:17 main:574] : INFO : Epoch 2034 | loss: 0.0312079 | val_loss: 0.0312257 | Time: 1612.14 ms [2021-09-29 21:28:19 main:574] : INFO : Epoch 2035 | loss: 0.0312253 | val_loss: 0.0312336 | Time: 1641.2 ms [2021-09-29 21:28:20 main:574] : INFO : Epoch 2036 | loss: 0.0312163 | val_loss: 0.0312261 | Time: 1630.97 ms [2021-09-29 21:28:22 main:574] : INFO : Epoch 2037 | loss: 0.0312103 | val_loss: 0.0312224 | Time: 1622.54 ms [2021-09-29 21:28:23 main:574] : INFO : Epoch 2038 | loss: 0.0312089 | val_loss: 0.0312211 | Time: 1630.56 ms [2021-09-29 21:28:25 main:574] : INFO : Epoch 2039 | loss: 0.0312101 | val_loss: 0.0312229 | Time: 1586.38 ms [2021-09-29 21:28:27 main:574] : INFO : Epoch 2040 | loss: 0.0312087 | val_loss: 0.0312211 | Time: 1625.42 ms [2021-09-29 21:28:28 main:574] : INFO : Epoch 2041 | loss: 0.0312078 | val_loss: 0.031219 | Time: 1589.33 ms [2021-09-29 21:28:30 main:574] : INFO : Epoch 2042 | loss: 0.0312064 | val_loss: 0.0312196 | Time: 1599.29 ms [2021-09-29 21:28:31 main:574] : INFO : Epoch 2043 | loss: 0.0312072 | val_loss: 0.0312204 | Time: 1619.22 ms [2021-09-29 21:28:33 main:574] : INFO : Epoch 2044 | loss: 0.0312067 | val_loss: 0.0312192 | Time: 1539.2 ms [2021-09-29 21:28:35 main:574] : INFO : Epoch 2045 | loss: 0.0312083 | val_loss: 0.0312255 | Time: 1569.19 ms [2021-09-29 21:28:36 main:574] : INFO : Epoch 2046 | loss: 0.0312116 | val_loss: 0.0312278 | Time: 1571.5 ms [2021-09-29 21:28:38 main:574] : INFO : Epoch 2047 | loss: 0.0312104 | val_loss: 0.0312225 | Time: 1526.63 ms [2021-09-29 21:28:39 main:574] : INFO : Epoch 2048 | loss: 0.0312107 | val_loss: 0.0312221 | Time: 1543.22 ms [2021-09-29 21:28:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312221 [2021-09-29 21:28:39 main:603] : INFO : Saving end state to config to file [2021-09-29 21:28:39 main:608] : INFO : Success, exiting.. 21:28:39 (5552): 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)