Task 14627508
| Name | ParityModified-1647047263-12764-3-0_2 |
| Workunit | 11482081 |
| Created | 22 Apr 2022, 20:42:29 UTC |
| Sent | 22 Apr 2022, 20:44:11 UTC |
| Report deadline | 30 Apr 2022, 20:44:11 UTC |
| Received | 25 Apr 2022, 7:52:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 2 hours 29 min 26 sec |
| CPU time | 1 hours 16 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> .79 ms [2022-04-25 09:14:45 main:581] : INFO : Epoch 1538 | loss: 0.0312319 | val_loss: 0.0312299 | Time: 4411.72 ms [2022-04-25 09:14:49 main:581] : INFO : Epoch 1539 | loss: 0.0312307 | val_loss: 0.03123 | Time: 4403.94 ms [2022-04-25 09:14:54 main:581] : INFO : Epoch 1540 | loss: 0.0312318 | val_loss: 0.0312321 | Time: 4471.79 ms [2022-04-25 09:14:58 main:581] : INFO : Epoch 1541 | loss: 0.0312315 | val_loss: 0.0312307 | Time: 4383.78 ms [2022-04-25 09:15:02 main:581] : INFO : Epoch 1542 | loss: 0.0312307 | val_loss: 0.0312317 | Time: 4479.85 ms [2022-04-25 09:15:07 main:581] : INFO : Epoch 1543 | loss: 0.0312322 | val_loss: 0.0312322 | Time: 4407.86 ms [2022-04-25 09:15:11 main:581] : INFO : Epoch 1544 | loss: 0.0312315 | val_loss: 0.0312312 | Time: 4443.33 ms [2022-04-25 09:15:16 main:581] : INFO : Epoch 1545 | loss: 0.0312305 | val_loss: 0.0312297 | Time: 4429.88 ms [2022-04-25 09:15:20 main:581] : INFO : Epoch 1546 | loss: 0.0312313 | val_loss: 0.0312341 | Time: 4434.65 ms [2022-04-25 09:15:25 main:581] : INFO : Epoch 1547 | loss: 0.0312306 | val_loss: 0.0312362 | Time: 4416.84 ms [2022-04-25 09:15:29 main:581] : INFO : Epoch 1548 | loss: 0.0312312 | val_loss: 0.0312296 | Time: 4444.51 ms [2022-04-25 09:15:33 main:581] : INFO : Epoch 1549 | loss: 0.0312346 | val_loss: 0.0312428 | Time: 4465.74 ms [2022-04-25 09:15:38 main:581] : INFO : Epoch 1550 | loss: 0.0312364 | val_loss: 0.0312335 | Time: 4430.05 ms [2022-04-25 09:15:42 main:581] : INFO : Epoch 1551 | loss: 0.0312316 | val_loss: 0.0312299 | Time: 4459.58 ms [2022-04-25 09:15:47 main:581] : INFO : Epoch 1552 | loss: 0.0312324 | val_loss: 0.0312314 | Time: 4400.63 ms [2022-04-25 09:15:51 main:581] : INFO : Epoch 1553 | loss: 0.0312307 | val_loss: 0.0312407 | Time: 4452.93 ms [2022-04-25 09:15:56 main:581] : INFO : Epoch 1554 | loss: 0.0312343 | val_loss: 0.0312313 | Time: 4440.14 ms [2022-04-25 09:16:00 main:581] : INFO : Epoch 1555 | loss: 0.0312342 | val_loss: 0.0312354 | Time: 4416.6 ms [2022-04-25 09:16:05 main:581] : INFO : Epoch 1556 | loss: 0.0312314 | val_loss: 0.0312316 | Time: 4452.32 ms [2022-04-25 09:16:09 main:581] : INFO : Epoch 1557 | loss: 0.0312317 | val_loss: 0.0312295 | Time: 4398.12 ms [2022-04-25 09:16:13 main:581] : INFO : Epoch 1558 | loss: 0.0312316 | val_loss: 0.0312299 | Time: 4493.49 ms [2022-04-25 09:16:18 main:581] : INFO : Epoch 1559 | loss: 0.0312301 | val_loss: 0.0312304 | Time: 4396.73 ms [2022-04-25 09:16:22 main:581] : INFO : Epoch 1560 | loss: 0.0312303 | val_loss: 0.0312299 | Time: 4498.98 ms [2022-04-25 09:16:27 main:581] : INFO : Epoch 1561 | loss: 0.0312306 | val_loss: 0.0312332 | Time: 4421.6 ms [2022-04-25 09:16:31 main:581] : INFO : Epoch 1562 | loss: 0.0312319 | val_loss: 0.0312313 | Time: 4517.07 ms [2022-04-25 09:16:36 main:581] : INFO : Epoch 1563 | loss: 0.0312311 | val_loss: 0.0312307 | Time: 4468.8 ms [2022-04-25 09:16:40 main:581] : INFO : Epoch 1564 | loss: 0.0312307 | val_loss: 0.0312331 | Time: 4483.93 ms [2022-04-25 09:16:45 main:581] : INFO : Epoch 1565 | loss: 0.0312307 | val_loss: 0.0312303 | Time: 4475.7 ms [2022-04-25 09:16:49 main:581] : INFO : Epoch 1566 | loss: 0.0312329 | val_loss: 0.031231 | Time: 4439.83 ms [2022-04-25 09:16:54 main:581] : INFO : Epoch 1567 | loss: 0.0312323 | val_loss: 0.0312357 | Time: 4464.46 ms [2022-04-25 09:16:58 main:581] : INFO : Epoch 1568 | loss: 0.0312321 | val_loss: 0.0312314 | Time: 4437.06 ms [2022-04-25 09:17:03 main:581] : INFO : Epoch 1569 | loss: 0.0312307 | val_loss: 0.0312301 | Time: 4489.68 ms [2022-04-25 09:17:07 main:581] : INFO : Epoch 1570 | loss: 0.0312308 | val_loss: 0.0312299 | Time: 4478.91 ms [2022-04-25 09:17:11 main:581] : INFO : Epoch 1571 | loss: 0.0312306 | val_loss: 0.0312302 | Time: 4501.15 ms [2022-04-25 09:17:16 main:581] : INFO : Epoch 1572 | loss: 0.0312309 | val_loss: 0.0312302 | Time: 4495.22 ms [2022-04-25 09:17:20 main:581] : INFO : Epoch 1573 | loss: 0.0312313 | val_loss: 0.0312338 | Time: 4479.77 ms [2022-04-25 09:17:25 main:581] : INFO : Epoch 1574 | loss: 0.0312314 | val_loss: 0.0312299 | Time: 4487.56 ms [2022-04-25 09:17:29 main:581] : INFO : Epoch 1575 | loss: 0.0312314 | val_loss: 0.0312296 | Time: 4420.65 ms [2022-04-25 09:17:34 main:581] : INFO : Epoch 1576 | loss: 0.0312311 | val_loss: 0.0312306 | Time: 4511.91 ms [2022-04-25 09:17:38 main:581] : INFO : Epoch 1577 | loss: 0.0312363 | val_loss: 0.031238 | Time: 4395.14 ms [2022-04-25 09:17:43 main:581] : INFO : Epoch 1578 | loss: 0.0312363 | val_loss: 0.0312341 | Time: 4545.33 ms [2022-04-25 09:17:47 main:581] : INFO : Epoch 1579 | loss: 0.031233 | val_loss: 0.0312385 | Time: 4411.08 ms [2022-04-25 09:17:52 main:581] : INFO : Epoch 1580 | loss: 0.0312347 | val_loss: 0.0312352 | Time: 4519.36 ms [2022-04-25 09:17:56 main:581] : INFO : Epoch 1581 | loss: 0.0312339 | val_loss: 0.0312299 | Time: 4411.33 ms [2022-04-25 09:18:01 main:581] : INFO : Epoch 1582 | loss: 0.0312341 | val_loss: 0.0312298 | Time: 4484.17 ms [2022-04-25 09:18:05 main:581] : INFO : Epoch 1583 | loss: 0.0312324 | val_loss: 0.0312342 | Time: 4432.4 ms [2022-04-25 09:18:10 main:581] : INFO : Epoch 1584 | loss: 0.0312349 | val_loss: 0.031244 | Time: 4463.8 ms [2022-04-25 09:18:14 main:581] : INFO : Epoch 1585 | loss: 0.0312343 | val_loss: 0.0312296 | Time: 4414.15 ms [2022-04-25 09:18:18 main:581] : INFO : Epoch 1586 | loss: 0.0312309 | val_loss: 0.03123 | Time: 4509.03 ms [2022-04-25 09:18:23 main:581] : INFO : Epoch 1587 | loss: 0.0312324 | val_loss: 0.0312351 | Time: 4392.04 ms [2022-04-25 09:18:27 main:581] : INFO : Epoch 1588 | loss: 0.0312325 | val_loss: 0.0312304 | Time: 4479.31 ms [2022-04-25 09:18:32 main:581] : INFO : Epoch 1589 | loss: 0.0312316 | val_loss: 0.0312302 | Time: 4416.87 ms [2022-04-25 09:18:36 main:581] : INFO : Epoch 1590 | loss: 0.031231 | val_loss: 0.0312302 | Time: 4459.66 ms [2022-04-25 09:18:41 main:581] : INFO : Epoch 1591 | loss: 0.0312303 | val_loss: 0.0312297 | Time: 4407.78 ms [2022-04-25 09:18:45 main:581] : INFO : Epoch 1592 | loss: 0.0312307 | val_loss: 0.0312321 | Time: 4491.68 ms [2022-04-25 09:18:50 main:581] : INFO : Epoch 1593 | loss: 0.0312318 | val_loss: 0.0312296 | Time: 4396.31 ms [2022-04-25 09:18:54 main:581] : INFO : Epoch 1594 | loss: 0.0312304 | val_loss: 0.0312297 | Time: 4523.05 ms [2022-04-25 09:18:58 main:581] : INFO : Epoch 1595 | loss: 0.0312315 | val_loss: 0.031231 | Time: 4403.61 ms [2022-04-25 09:19:03 main:581] : INFO : Epoch 1596 | loss: 0.0312304 | val_loss: 0.0312296 | Time: 4491.81 ms [2022-04-25 09:19:07 main:581] : INFO : Epoch 1597 | loss: 0.0312316 | val_loss: 0.0312366 | Time: 4392.66 ms [2022-04-25 09:19:12 main:581] : INFO : Epoch 1598 | loss: 0.0312365 | val_loss: 0.0312317 | Time: 4500.48 ms [2022-04-25 09:19:16 main:581] : INFO : Epoch 1599 | loss: 0.031234 | val_loss: 0.0312367 | Time: 4405.85 ms [2022-04-25 09:19:21 main:581] : INFO : Epoch 1600 | loss: 0.0312329 | val_loss: 0.0312303 | Time: 4472.63 ms [2022-04-25 09:19:25 main:581] : INFO : Epoch 1601 | loss: 0.0312321 | val_loss: 0.0312304 | Time: 4399.19 ms [2022-04-25 09:19:30 main:581] : INFO : Epoch 1602 | loss: 0.0312309 | val_loss: 0.0312305 | Time: 4476.49 ms [2022-04-25 09:19:34 main:581] : INFO : Epoch 1603 | loss: 0.0312316 | val_loss: 0.0312315 | Time: 4423.62 ms [2022-04-25 09:19:38 main:581] : INFO : Epoch 1604 | loss: 0.0312318 | val_loss: 0.0312306 | Time: 4488.39 ms [2022-04-25 09:19:43 main:581] : INFO : Epoch 1605 | loss: 0.0312309 | val_loss: 0.0312295 | Time: 4393.01 ms [2022-04-25 09:19:47 main:581] : INFO : Epoch 1606 | loss: 0.0312305 | val_loss: 0.0312295 | Time: 4443.36 ms [2022-04-25 09:19:52 main:581] : INFO : Epoch 1607 | loss: 0.0312313 | val_loss: 0.0312297 | Time: 4442.26 ms [2022-04-25 09:19:56 main:581] : INFO : Epoch 1608 | loss: 0.0312307 | val_loss: 0.0312298 | Time: 4456.69 ms [2022-04-25 09:20:01 main:581] : INFO : Epoch 1609 | loss: 0.0312306 | val_loss: 0.0312327 | Time: 4436.9 ms [2022-04-25 09:20:05 main:581] : INFO : Epoch 1610 | loss: 0.0312338 | val_loss: 0.0312307 | Time: 4477.62 ms [2022-04-25 09:20:10 main:581] : INFO : Epoch 1611 | loss: 0.0312305 | val_loss: 0.0312304 | Time: 4392.15 ms [2022-04-25 09:20:14 main:581] : INFO : Epoch 1612 | loss: 0.0312316 | val_loss: 0.0312367 | Time: 4468.37 ms [2022-04-25 09:20:18 main:581] : INFO : Epoch 1613 | loss: 0.0312315 | val_loss: 0.0312303 | Time: 4427.87 ms [2022-04-25 09:20:23 main:581] : INFO : Epoch 1614 | loss: 0.0312306 | val_loss: 0.0312319 | Time: 4487.86 ms [2022-04-25 09:20:27 main:581] : INFO : Epoch 1615 | loss: 0.0312318 | val_loss: 0.0312302 | Time: 4383.98 ms [2022-04-25 09:20:32 main:581] : INFO : Epoch 1616 | loss: 0.0312317 | val_loss: 0.0312376 | Time: 4495.76 ms [2022-04-25 09:20:36 main:581] : INFO : Epoch 1617 | loss: 0.0312321 | val_loss: 0.031231 | Time: 4399.82 ms [2022-04-25 09:20:41 main:581] : INFO : Epoch 1618 | loss: 0.0312321 | val_loss: 0.0312316 | Time: 4456.13 ms [2022-04-25 09:20:45 main:581] : INFO : Epoch 1619 | loss: 0.0312327 | val_loss: 0.0312308 | Time: 4411.28 ms [2022-04-25 09:20:50 main:581] : INFO : Epoch 1620 | loss: 0.0312321 | val_loss: 0.0312308 | Time: 4471.68 ms [2022-04-25 09:20:54 main:581] : INFO : Epoch 1621 | loss: 0.0312305 | val_loss: 0.0312314 | Time: 4403.84 ms [2022-04-25 09:20:58 main:581] : INFO : Epoch 1622 | loss: 0.0312304 | val_loss: 0.0312296 | Time: 4467.17 ms [2022-04-25 09:21:03 main:581] : INFO : Epoch 1623 | loss: 0.0312317 | val_loss: 0.03123 | Time: 4411.4 ms [2022-04-25 09:21:07 main:581] : INFO : Epoch 1624 | loss: 0.0312309 | val_loss: 0.0312303 | Time: 4445.33 ms [2022-04-25 09:21:12 main:581] : INFO : Epoch 1625 | loss: 0.0312311 | val_loss: 0.0312328 | Time: 4419.81 ms [2022-04-25 09:21:16 main:581] : INFO : Epoch 1626 | loss: 0.0312316 | val_loss: 0.03123 | Time: 4411.53 ms [2022-04-25 09:21:21 main:581] : INFO : Epoch 1627 | loss: 0.0312301 | val_loss: 0.0312295 | Time: 4447.08 ms [2022-04-25 09:21:25 main:581] : INFO : Epoch 1628 | loss: 0.0312306 | val_loss: 0.0312305 | Time: 4427.09 ms [2022-04-25 09:21:29 main:581] : INFO : Epoch 1629 | loss: 0.0312309 | val_loss: 0.0312299 | Time: 4401.62 ms [2022-04-25 09:21:34 main:581] : INFO : Epoch 1630 | loss: 0.0312308 | val_loss: 0.0312313 | Time: 4463.41 ms [2022-04-25 09:21:38 main:581] : INFO : Epoch 1631 | loss: 0.031231 | val_loss: 0.0312321 | Time: 4394.74 ms [2022-04-25 09:21:43 main:581] : INFO : Epoch 1632 | loss: 0.0312321 | val_loss: 0.0312314 | Time: 4481.69 ms [2022-04-25 09:21:47 main:581] : INFO : Epoch 1633 | loss: 0.031235 | val_loss: 0.0312331 | Time: 4419.11 ms [2022-04-25 09:21:52 main:581] : INFO : Epoch 1634 | loss: 0.0312334 | val_loss: 0.0312313 | Time: 4500.99 ms [2022-04-25 09:21:56 main:581] : INFO : Epoch 1635 | loss: 0.0312314 | val_loss: 0.0312296 | Time: 4399.09 ms [2022-04-25 09:22:01 main:581] : INFO : Epoch 1636 | loss: 0.0312317 | val_loss: 0.0312323 | Time: 4491.85 ms [2022-04-25 09:22:05 main:581] : INFO : Epoch 1637 | loss: 0.0312316 | val_loss: 0.03123 | Time: 4405.72 ms [2022-04-25 09:22:09 main:581] : INFO : Epoch 1638 | loss: 0.0312319 | val_loss: 0.0312311 | Time: 4450.66 ms [2022-04-25 09:22:14 main:581] : INFO : Epoch 1639 | loss: 0.0312324 | val_loss: 0.0312369 | Time: 4415.73 ms [2022-04-25 09:22:18 main:581] : INFO : Epoch 1640 | loss: 0.0312319 | val_loss: 0.0312309 | Time: 4459.93 ms [2022-04-25 09:22:23 main:581] : INFO : Epoch 1641 | loss: 0.03123 | val_loss: 0.03123 | Time: 4405.85 ms [2022-04-25 09:22:27 main:581] : INFO : Epoch 1642 | loss: 0.0312308 | val_loss: 0.0312298 | Time: 4465.85 ms [2022-04-25 09:22:32 main:581] : INFO : Epoch 1643 | loss: 0.0312312 | val_loss: 0.0312298 | Time: 4450.79 ms [2022-04-25 09:22:36 main:581] : INFO : Epoch 1644 | loss: 0.0312353 | val_loss: 0.0312321 | Time: 4464.75 ms [2022-04-25 09:22:40 main:581] : INFO : Epoch 1645 | loss: 0.0312366 | val_loss: 0.0312342 | Time: 4411.58 ms [2022-04-25 09:22:45 main:581] : INFO : Epoch 1646 | loss: 0.031234 | val_loss: 0.0312301 | Time: 4472.22 ms [2022-04-25 09:22:49 main:581] : INFO : Epoch 1647 | loss: 0.0312322 | val_loss: 0.0312353 | Time: 4383.82 ms [2022-04-25 09:22:54 main:581] : INFO : Epoch 1648 | loss: 0.0312338 | val_loss: 0.0312303 | Time: 4466.4 ms [2022-04-25 09:22:58 main:581] : INFO : Epoch 1649 | loss: 0.0312331 | val_loss: 0.0312311 | Time: 4421.29 ms [2022-04-25 09:23:03 main:581] : INFO : Epoch 1650 | loss: 0.0312305 | val_loss: 0.0312301 | Time: 4479.06 ms [2022-04-25 09:23:07 main:581] : INFO : Epoch 1651 | loss: 0.0312309 | val_loss: 0.0312307 | Time: 4389.9 ms [2022-04-25 09:23:12 main:581] : INFO : Epoch 1652 | loss: 0.0312306 | val_loss: 0.0312298 | Time: 4463.93 ms [2022-04-25 09:23:16 main:581] : INFO : Epoch 1653 | loss: 0.0312314 | val_loss: 0.0312297 | Time: 4397.64 ms [2022-04-25 09:23:20 main:581] : INFO : Epoch 1654 | loss: 0.0312304 | val_loss: 0.0312301 | Time: 4479.33 ms [2022-04-25 09:23:25 main:581] : INFO : Epoch 1655 | loss: 0.0312302 | val_loss: 0.0312302 | Time: 4411.74 ms [2022-04-25 09:23:29 main:581] : INFO : Epoch 1656 | loss: 0.0312305 | val_loss: 0.031233 | Time: 4445.32 ms [2022-04-25 09:23:34 main:581] : INFO : Epoch 1657 | loss: 0.0312309 | val_loss: 0.0312303 | Time: 4427.76 ms [2022-04-25 09:23:38 main:581] : INFO : Epoch 1658 | loss: 0.0312304 | val_loss: 0.0312299 | Time: 4451.84 ms [2022-04-25 09:23:43 main:581] : INFO : Epoch 1659 | loss: 0.031231 | val_loss: 0.0312314 | Time: 4427.86 ms [2022-04-25 09:23:47 main:581] : INFO : Epoch 1660 | loss: 0.0312315 | val_loss: 0.0312319 | Time: 4442.77 ms [2022-04-25 09:23:51 main:581] : INFO : Epoch 1661 | loss: 0.0312326 | val_loss: 0.0312324 | Time: 4414.49 ms [2022-04-25 09:23:56 main:581] : INFO : Epoch 1662 | loss: 0.0312316 | val_loss: 0.0312302 | Time: 4469.37 ms [2022-04-25 09:24:00 main:581] : INFO : Epoch 1663 | loss: 0.0312317 | val_loss: 0.031234 | Time: 4400.04 ms [2022-04-25 09:24:05 main:581] : INFO : Epoch 1664 | loss: 0.0312325 | val_loss: 0.0312328 | Time: 4448.52 ms [2022-04-25 09:24:09 main:581] : INFO : Epoch 1665 | loss: 0.0312315 | val_loss: 0.0312337 | Time: 4403.31 ms [2022-04-25 09:24:14 main:581] : INFO : Epoch 1666 | loss: 0.0312326 | val_loss: 0.03123 | Time: 4459.61 ms [2022-04-25 09:24:18 main:581] : INFO : Epoch 1667 | loss: 0.0312335 | val_loss: 0.0312323 | Time: 4423.75 ms [2022-04-25 09:24:23 main:581] : INFO : Epoch 1668 | loss: 0.0312319 | val_loss: 0.0312298 | Time: 4484.07 ms [2022-04-25 09:24:27 main:581] : INFO : Epoch 1669 | loss: 0.0312307 | val_loss: 0.0312301 | Time: 4387.65 ms [2022-04-25 09:24:31 main:581] : INFO : Epoch 1670 | loss: 0.0312306 | val_loss: 0.0312313 | Time: 4508.59 ms [2022-04-25 09:24:36 main:581] : INFO : Epoch 1671 | loss: 0.0312343 | val_loss: 0.0312305 | Time: 4395.87 ms [2022-04-25 09:24:40 main:581] : INFO : Epoch 1672 | loss: 0.0312305 | val_loss: 0.0312298 | Time: 4456.19 ms [2022-04-25 09:24:45 main:581] : INFO : Epoch 1673 | loss: 0.031231 | val_loss: 0.0312307 | Time: 4411.41 ms [2022-04-25 09:24:49 main:581] : INFO : Epoch 1674 | loss: 0.031232 | val_loss: 0.0312407 | Time: 4464.27 ms [2022-04-25 09:24:54 main:581] : INFO : Epoch 1675 | loss: 0.0312371 | val_loss: 0.0312309 | Time: 4395.4 ms [2022-04-25 09:24:58 main:581] : INFO : Epoch 1676 | loss: 0.0312354 | val_loss: 0.0312316 | Time: 4475.69 ms [2022-04-25 09:25:02 main:581] : INFO : Epoch 1677 | loss: 0.0312316 | val_loss: 0.0312297 | Time: 4431.95 ms [2022-04-25 09:25:07 main:581] : INFO : Epoch 1678 | loss: 0.0312305 | val_loss: 0.0312353 | Time: 4427.9 ms [2022-04-25 09:25:11 main:581] : INFO : Epoch 1679 | loss: 0.0312321 | val_loss: 0.0312297 | Time: 4421.9 ms [2022-04-25 09:25:16 main:581] : INFO : Epoch 1680 | loss: 0.0312315 | val_loss: 0.0312305 | Time: 4441.7 ms [2022-04-25 09:25:20 main:581] : INFO : Epoch 1681 | loss: 0.0312307 | val_loss: 0.0312299 | Time: 4451.84 ms [2022-04-25 09:25:25 main:581] : INFO : Epoch 1682 | loss: 0.0312311 | val_loss: 0.0312331 | Time: 4415.82 ms [2022-04-25 09:25:29 main:581] : INFO : Epoch 1683 | loss: 0.0312321 | val_loss: 0.0312309 | Time: 4443.85 ms [2022-04-25 09:25:34 main:581] : INFO : Epoch 1684 | loss: 0.0312322 | val_loss: 0.0312315 | Time: 4427.07 ms [2022-04-25 09:25:38 main:581] : INFO : Epoch 1685 | loss: 0.0312315 | val_loss: 0.0312314 | Time: 4432.57 ms [2022-04-25 09:25:42 main:581] : INFO : Epoch 1686 | loss: 0.0312314 | val_loss: 0.0312306 | Time: 4499.91 ms [2022-04-25 09:25:47 main:581] : INFO : Epoch 1687 | loss: 0.0312307 | val_loss: 0.0312297 | Time: 4393.9 ms [2022-04-25 09:25:51 main:581] : INFO : Epoch 1688 | loss: 0.0312311 | val_loss: 0.03123 | Time: 4481.67 ms [2022-04-25 09:25:56 main:581] : INFO : Epoch 1689 | loss: 0.0312309 | val_loss: 0.03123 | Time: 4358.92 ms [2022-04-25 09:26:00 main:581] : INFO : Epoch 1690 | loss: 0.0312308 | val_loss: 0.0312317 | Time: 4489.29 ms [2022-04-25 09:26:05 main:581] : INFO : Epoch 1691 | loss: 0.0312321 | val_loss: 0.0312318 | Time: 4395.32 ms [2022-04-25 09:26:09 main:581] : INFO : Epoch 1692 | loss: 0.0312315 | val_loss: 0.03123 | Time: 4467.91 ms [2022-04-25 09:26:14 main:581] : INFO : Epoch 1693 | loss: 0.0312309 | val_loss: 0.0312299 | Time: 4513.3 ms [2022-04-25 09:26:18 main:581] : INFO : Epoch 1694 | loss: 0.0312318 | val_loss: 0.03123 | Time: 4457.54 ms [2022-04-25 09:26:22 main:581] : INFO : Epoch 1695 | loss: 0.0312306 | val_loss: 0.0312313 | Time: 4436.59 ms [2022-04-25 09:26:27 main:581] : INFO : Epoch 1696 | loss: 0.0312324 | val_loss: 0.0312318 | Time: 4467.26 ms [2022-04-25 09:26:31 main:581] : INFO : Epoch 1697 | loss: 0.0312311 | val_loss: 0.0312302 | Time: 4469.93 ms [2022-04-25 09:26:36 main:581] : INFO : Epoch 1698 | loss: 0.031232 | val_loss: 0.0312309 | Time: 4426.19 ms [2022-04-25 09:26:40 main:581] : INFO : Epoch 1699 | loss: 0.0312324 | val_loss: 0.0312317 | Time: 4433.05 ms [2022-04-25 09:26:45 main:581] : INFO : Epoch 1700 | loss: 0.0312326 | val_loss: 0.03123 | Time: 4389.93 ms [2022-04-25 09:26:49 main:581] : INFO : Epoch 1701 | loss: 0.0312301 | val_loss: 0.03123 | Time: 4432.56 ms [2022-04-25 09:26:54 main:581] : INFO : Epoch 1702 | loss: 0.0312304 | val_loss: 0.03123 | Time: 4411.31 ms [2022-04-25 09:26:58 main:581] : INFO : Epoch 1703 | loss: 0.0312306 | val_loss: 0.0312314 | Time: 4410.3 ms [2022-04-25 09:27:02 main:581] : INFO : Epoch 1704 | loss: 0.0312306 | val_loss: 0.0312298 | Time: 4445.99 ms [2022-04-25 09:27:07 main:581] : INFO : Epoch 1705 | loss: 0.0312318 | val_loss: 0.0312309 | Time: 4411.09 ms [2022-04-25 09:27:11 main:581] : INFO : Epoch 1706 | loss: 0.0312334 | val_loss: 0.0312303 | Time: 4448.62 ms [2022-04-25 09:27:16 main:581] : INFO : Epoch 1707 | loss: 0.0312321 | val_loss: 0.031231 | Time: 4451.83 ms [2022-04-25 09:27:20 main:581] : INFO : Epoch 1708 | loss: 0.0312318 | val_loss: 0.03123 | Time: 4431.86 ms [2022-04-25 09:27:24 main:581] : INFO : Epoch 1709 | loss: 0.0312312 | val_loss: 0.031231 | Time: 4387.89 ms [2022-04-25 09:27:29 main:581] : INFO : Epoch 1710 | loss: 0.0312311 | val_loss: 0.0312298 | Time: 4435.79 ms [2022-04-25 09:27:33 main:581] : INFO : Epoch 1711 | loss: 0.0312317 | val_loss: 0.0312299 | Time: 4413.92 ms [2022-04-25 09:27:38 main:581] : INFO : Epoch 1712 | loss: 0.0312318 | val_loss: 0.0312331 | Time: 4481.67 ms [2022-04-25 09:27:42 main:581] : INFO : Epoch 1713 | loss: 0.031232 | val_loss: 0.031239 | Time: 4435.91 ms [2022-04-25 09:27:47 main:581] : INFO : Epoch 1714 | loss: 0.0312319 | val_loss: 0.03123 | Time: 4451.69 ms [2022-04-25 09:27:51 main:581] : INFO : Epoch 1715 | loss: 0.0312318 | val_loss: 0.0312304 | Time: 4427.34 ms [2022-04-25 09:27:56 main:581] : INFO : Epoch 1716 | loss: 0.0312313 | val_loss: 0.0312296 | Time: 4460.61 ms [2022-04-25 09:28:00 main:581] : INFO : Epoch 1717 | loss: 0.0312314 | val_loss: 0.0312301 | Time: 4419.78 ms [2022-04-25 09:28:04 main:581] : INFO : Epoch 1718 | loss: 0.0312313 | val_loss: 0.0312298 | Time: 4379.24 ms [2022-04-25 09:28:09 main:581] : INFO : Epoch 1719 | loss: 0.0312324 | val_loss: 0.03123 | Time: 4439.33 ms [2022-04-25 09:28:13 main:581] : INFO : Epoch 1720 | loss: 0.0312329 | val_loss: 0.0312333 | Time: 4387.93 ms [2022-04-25 09:28:18 main:581] : INFO : Epoch 1721 | loss: 0.0312325 | val_loss: 0.0312305 | Time: 4427.83 ms [2022-04-25 09:28:22 main:581] : INFO : Epoch 1722 | loss: 0.0312348 | val_loss: 0.0312314 | Time: 4444.3 ms [2022-04-25 09:28:27 main:581] : INFO : Epoch 1723 | loss: 0.0312354 | val_loss: 0.0312398 | Time: 4418.21 ms [2022-04-25 09:28:31 main:581] : INFO : Epoch 1724 | loss: 0.0312713 | val_loss: 0.0312597 | Time: 4451.28 ms [2022-04-25 09:28:35 main:581] : INFO : Epoch 1725 | loss: 0.0333509 | val_loss: 0.0316744 | Time: 4394.87 ms [2022-04-25 09:28:40 main:581] : INFO : Epoch 1726 | loss: 0.0316915 | val_loss: 0.0313928 | Time: 4460.15 ms [2022-04-25 09:28:44 main:581] : INFO : Epoch 1727 | loss: 0.0313156 | val_loss: 0.0312478 | Time: 4359.68 ms [2022-04-25 09:28:49 main:581] : INFO : Epoch 1728 | loss: 0.0312454 | val_loss: 0.0312378 | Time: 4468.84 ms [2022-04-25 09:28:53 main:581] : INFO : Epoch 1729 | loss: 0.0312343 | val_loss: 0.0312319 | Time: 4437.97 ms [2022-04-25 09:28:58 main:581] : INFO : Epoch 1730 | loss: 0.0312314 | val_loss: 0.03123 | Time: 4498.35 ms [2022-04-25 09:29:02 main:581] : INFO : Epoch 1731 | loss: 0.0312311 | val_loss: 0.0312322 | Time: 4447.26 ms [2022-04-25 09:29:07 main:581] : INFO : Epoch 1732 | loss: 0.0312316 | val_loss: 0.0312306 | Time: 4502.78 ms [2022-04-25 09:29:11 main:581] : INFO : Epoch 1733 | loss: 0.031233 | val_loss: 0.0312335 | Time: 4443.61 ms [2022-04-25 09:29:15 main:581] : INFO : Epoch 1734 | loss: 0.0312371 | val_loss: 0.0312305 | Time: 4444.08 ms [2022-04-25 09:29:20 main:581] : INFO : Epoch 1735 | loss: 0.0312325 | val_loss: 0.0312304 | Time: 4477.51 ms [2022-04-25 09:29:24 main:581] : INFO : Epoch 1736 | loss: 0.0312303 | val_loss: 0.03123 | Time: 4425.8 ms [2022-04-25 09:29:29 main:581] : INFO : Epoch 1737 | loss: 0.0312311 | val_loss: 0.0312296 | Time: 4496.2 ms [2022-04-25 09:29:33 main:581] : INFO : Epoch 1738 | loss: 0.0312325 | val_loss: 0.0312306 | Time: 4455.66 ms [2022-04-25 09:29:38 main:581] : INFO : Epoch 1739 | loss: 0.0312308 | val_loss: 0.0312344 | Time: 4463.91 ms [2022-04-25 09:29:42 main:581] : INFO : Epoch 1740 | loss: 0.0312335 | val_loss: 0.0312342 | Time: 4502.64 ms [2022-04-25 09:29:47 main:581] : INFO : Epoch 1741 | loss: 0.0312334 | val_loss: 0.0312376 | Time: 4483.11 ms [2022-04-25 09:29:51 main:581] : INFO : Epoch 1742 | loss: 0.0312341 | val_loss: 0.0312301 | Time: 4486.95 ms [2022-04-25 09:29:56 main:581] : INFO : Epoch 1743 | loss: 0.0312317 | val_loss: 0.0312301 | Time: 4452.25 ms [2022-04-25 09:30:00 main:581] : INFO : Epoch 1744 | loss: 0.031231 | val_loss: 0.03123 | Time: 4530.34 ms [2022-04-25 09:30:05 main:581] : INFO : Epoch 1745 | loss: 0.0312309 | val_loss: 0.0312321 | Time: 4397.37 ms [2022-04-25 09:30:09 main:581] : INFO : Epoch 1746 | loss: 0.0312313 | val_loss: 0.0312297 | Time: 4506.3 ms [2022-04-25 09:30:14 main:581] : INFO : Epoch 1747 | loss: 0.0312303 | val_loss: 0.0312313 | Time: 4435.25 ms [2022-04-25 09:30:18 main:581] : INFO : Epoch 1748 | loss: 0.0312312 | val_loss: 0.0312301 | Time: 4512.26 ms [2022-04-25 09:30:23 main:581] : INFO : Epoch 1749 | loss: 0.0312313 | val_loss: 0.03123 | Time: 4414.78 ms [2022-04-25 09:30:27 main:581] : INFO : Epoch 1750 | loss: 0.0312302 | val_loss: 0.0312295 | Time: 4539.89 ms [2022-04-25 09:30:32 main:581] : INFO : Epoch 1751 | loss: 0.0312304 | val_loss: 0.0312297 | Time: 4460.33 ms [2022-04-25 09:30:36 main:581] : INFO : Epoch 1752 | loss: 0.0312306 | val_loss: 0.0312304 | Time: 4466.51 ms [2022-04-25 09:30:40 main:581] : INFO : Epoch 1753 | loss: 0.0312317 | val_loss: 0.0312296 | Time: 4489.79 ms [2022-04-25 09:30:45 main:581] : INFO : Epoch 1754 | loss: 0.0312311 | val_loss: 0.0312337 | Time: 4464.36 ms [2022-04-25 09:30:49 main:581] : INFO : Epoch 1755 | loss: 0.0312309 | val_loss: 0.0312295 | Time: 4458.9 ms [2022-04-25 09:30:54 main:581] : INFO : Epoch 1756 | loss: 0.0312303 | val_loss: 0.0312307 | Time: 4508.14 ms [2022-04-25 09:30:58 main:581] : INFO : Epoch 1757 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 4474.82 ms [2022-04-25 09:31:03 main:581] : INFO : Epoch 1758 | loss: 0.0312315 | val_loss: 0.0312307 | Time: 4484.89 ms [2022-04-25 09:31:07 main:581] : INFO : Epoch 1759 | loss: 0.0312302 | val_loss: 0.0312295 | Time: 4439.02 ms [2022-04-25 09:31:12 main:581] : INFO : Epoch 1760 | loss: 0.0312304 | val_loss: 0.03123 | Time: 4524.18 ms [2022-04-25 09:31:16 main:581] : INFO : Epoch 1761 | loss: 0.0312305 | val_loss: 0.0312303 | Time: 4448.62 ms [2022-04-25 09:31:21 main:581] : INFO : Epoch 1762 | loss: 0.0312313 | val_loss: 0.0312299 | Time: 4515.49 ms [2022-04-25 09:31:25 main:581] : INFO : Epoch 1763 | loss: 0.03123 | val_loss: 0.0312312 | Time: 4435.2 ms [2022-04-25 09:31:30 main:581] : INFO : Epoch 1764 | loss: 0.0312304 | val_loss: 0.0312297 | Time: 4503.37 ms [2022-04-25 09:31:34 main:581] : INFO : Epoch 1765 | loss: 0.0312306 | val_loss: 0.0312304 | Time: 4407.01 ms [2022-04-25 09:31:39 main:581] : INFO : Epoch 1766 | loss: 0.0312304 | val_loss: 0.0312318 | Time: 4533.74 ms [2022-04-25 09:31:43 main:581] : INFO : Epoch 1767 | loss: 0.0312319 | val_loss: 0.0312325 | Time: 4422.63 ms [2022-04-25 09:31:48 main:581] : INFO : Epoch 1768 | loss: 0.0312314 | val_loss: 0.0312297 | Time: 4508.06 ms [2022-04-25 09:31:52 main:581] : INFO : Epoch 1769 | loss: 0.0312301 | val_loss: 0.0312297 | Time: 4431.5 ms [2022-04-25 09:31:57 main:581] : INFO : Epoch 1770 | loss: 0.0312319 | val_loss: 0.0312308 | Time: 4509.17 ms [2022-04-25 09:32:01 main:581] : INFO : Epoch 1771 | loss: 0.0312304 | val_loss: 0.0312325 | Time: 4455.78 ms [2022-04-25 09:32:05 main:581] : INFO : Epoch 1772 | loss: 0.031231 | val_loss: 0.0312302 | Time: 4452.75 ms [2022-04-25 09:32:10 main:581] : INFO : Epoch 1773 | loss: 0.0312326 | val_loss: 0.0312304 | Time: 4476.33 ms [2022-04-25 09:32:14 main:581] : INFO : Epoch 1774 | loss: 0.0312309 | val_loss: 0.0312319 | Time: 4442.73 ms [2022-04-25 09:32:19 main:581] : INFO : Epoch 1775 | loss: 0.0312304 | val_loss: 0.0312298 | Time: 4439.54 ms [2022-04-25 09:32:23 main:581] : INFO : Epoch 1776 | loss: 0.0312304 | val_loss: 0.0312338 | Time: 4479.64 ms [2022-04-25 09:32:28 main:581] : INFO : Epoch 1777 | loss: 0.0312322 | val_loss: 0.0312322 | Time: 4427.01 ms [2022-04-25 09:32:32 main:581] : INFO : Epoch 1778 | loss: 0.0312317 | val_loss: 0.0312297 | Time: 4505.94 ms [2022-04-25 09:32:37 main:581] : INFO : Epoch 1779 | loss: 0.0312304 | val_loss: 0.0312298 | Time: 4414.09 ms [2022-04-25 09:32:41 main:581] : INFO : Epoch 1780 | loss: 0.0312303 | val_loss: 0.0312309 | Time: 4484.01 ms [2022-04-25 09:32:46 main:581] : INFO : Epoch 1781 | loss: 0.0312304 | val_loss: 0.0312303 | Time: 4459.44 ms [2022-04-25 09:32:50 main:581] : INFO : Epoch 1782 | loss: 0.0312314 | val_loss: 0.031232 | Time: 4473.51 ms [2022-04-25 09:32:54 main:581] : INFO : Epoch 1783 | loss: 0.0312325 | val_loss: 0.0312369 | Time: 4388.98 ms [2022-04-25 09:32:59 main:581] : INFO : Epoch 1784 | loss: 0.0312322 | val_loss: 0.0312317 | Time: 4497.88 ms [2022-04-25 09:33:03 main:581] : INFO : Epoch 1785 | loss: 0.0312314 | val_loss: 0.0312301 | Time: 4401.73 ms [2022-04-25 09:33:08 main:581] : INFO : Epoch 1786 | loss: 0.0312307 | val_loss: 0.0312308 | Time: 4485.96 ms [2022-04-25 09:33:12 main:581] : INFO : Epoch 1787 | loss: 0.0312319 | val_loss: 0.0312311 | Time: 4419.76 ms [2022-04-25 09:33:17 main:581] : INFO : Epoch 1788 | loss: 0.0312313 | val_loss: 0.0312301 | Time: 4492.33 ms [2022-04-25 09:33:21 main:581] : INFO : Epoch 1789 | loss: 0.0312314 | val_loss: 0.0312303 | Time: 4435.36 ms [2022-04-25 09:33:26 main:581] : INFO : Epoch 1790 | loss: 0.0312307 | val_loss: 0.0312311 | Time: 4451.7 ms [2022-04-25 09:33:30 main:581] : INFO : Epoch 1791 | loss: 0.0312304 | val_loss: 0.0312298 | Time: 4436.67 ms [2022-04-25 09:33:35 main:581] : INFO : Epoch 1792 | loss: 0.0312312 | val_loss: 0.0312322 | Time: 4431.17 ms [2022-04-25 09:33:39 main:581] : INFO : Epoch 1793 | loss: 0.0312331 | val_loss: 0.0312314 | Time: 4432.39 ms [2022-04-25 09:33:43 main:581] : INFO : Epoch 1794 | loss: 0.0312312 | val_loss: 0.0312312 | Time: 4450.01 ms [2022-04-25 09:33:48 main:581] : INFO : Epoch 1795 | loss: 0.0312313 | val_loss: 0.0312311 | Time: 4433.06 ms [2022-04-25 09:33:52 main:581] : INFO : Epoch 1796 | loss: 0.0312315 | val_loss: 0.0312298 | Time: 4455.66 ms [2022-04-25 09:33:57 main:581] : INFO : Epoch 1797 | loss: 0.0312325 | val_loss: 0.0312349 | Time: 4437.56 ms [2022-04-25 09:34:01 main:581] : INFO : Epoch 1798 | loss: 0.031233 | val_loss: 0.0312318 | Time: 4494.29 ms [2022-04-25 09:34:06 main:581] : INFO : Epoch 1799 | loss: 0.0312334 | val_loss: 0.0312308 | Time: 4423.8 ms [2022-04-25 09:34:10 main:581] : INFO : Epoch 1800 | loss: 0.0312307 | val_loss: 0.03123 | Time: 4519.86 ms [2022-04-25 09:34:15 main:581] : INFO : Epoch 1801 | loss: 0.0312314 | val_loss: 0.0312311 | Time: 4355.82 ms [2022-04-25 09:34:19 main:581] : INFO : Epoch 1802 | loss: 0.0312325 | val_loss: 0.0312297 | Time: 4503.77 ms [2022-04-25 09:34:23 main:581] : INFO : Epoch 1803 | loss: 0.0312305 | val_loss: 0.0312297 | Time: 4399.81 ms [2022-04-25 09:34:28 main:581] : INFO : Epoch 1804 | loss: 0.0312301 | val_loss: 0.0312303 | Time: 4479.03 ms [2022-04-25 09:34:32 main:581] : INFO : Epoch 1805 | loss: 0.0312318 | val_loss: 0.0312298 | Time: 4392.68 ms [2022-04-25 09:34:37 main:581] : INFO : Epoch 1806 | loss: 0.0312326 | val_loss: 0.0312359 | Time: 4492.13 ms [2022-04-25 09:34:41 main:581] : INFO : Epoch 1807 | loss: 0.0312325 | val_loss: 0.0312306 | Time: 4439.87 ms [2022-04-25 09:34:46 main:581] : INFO : Epoch 1808 | loss: 0.0312305 | val_loss: 0.0312296 | Time: 4468.01 ms [2022-04-25 09:34:50 main:581] : INFO : Epoch 1809 | loss: 0.0312307 | val_loss: 0.0312302 | Time: 4459.86 ms [2022-04-25 09:34:55 main:581] : INFO : Epoch 1810 | loss: 0.0312299 | val_loss: 0.03123 | Time: 4400.27 ms [2022-04-25 09:34:59 main:581] : INFO : Epoch 1811 | loss: 0.0312305 | val_loss: 0.0312298 | Time: 4471.2 ms [2022-04-25 09:35:03 main:581] : INFO : Epoch 1812 | loss: 0.0312309 | val_loss: 0.031231 | Time: 4424.17 ms [2022-04-25 09:35:08 main:581] : INFO : Epoch 1813 | loss: 0.031231 | val_loss: 0.031232 | Time: 4438.83 ms [2022-04-25 09:35:12 main:581] : INFO : Epoch 1814 | loss: 0.0312309 | val_loss: 0.0312303 | Time: 4411.4 ms [2022-04-25 09:35:17 main:581] : INFO : Epoch 1815 | loss: 0.0312309 | val_loss: 0.0312308 | Time: 4454.09 ms [2022-04-25 09:35:21 main:581] : INFO : Epoch 1816 | loss: 0.0312312 | val_loss: 0.0312299 | Time: 4438.76 ms [2022-04-25 09:35:26 main:581] : INFO : Epoch 1817 | loss: 0.031231 | val_loss: 0.0312313 | Time: 4432.7 ms [2022-04-25 09:35:30 main:581] : INFO : Epoch 1818 | loss: 0.0312311 | val_loss: 0.0312305 | Time: 4454.5 ms [2022-04-25 09:35:35 main:581] : INFO : Epoch 1819 | loss: 0.0312301 | val_loss: 0.0312298 | Time: 4423.18 ms [2022-04-25 09:35:39 main:581] : INFO : Epoch 1820 | loss: 0.0312305 | val_loss: 0.0312295 | Time: 4417.25 ms [2022-04-25 09:35:43 main:581] : INFO : Epoch 1821 | loss: 0.0312302 | val_loss: 0.0312297 | Time: 4496.73 ms [2022-04-25 09:35:48 main:581] : INFO : Epoch 1822 | loss: 0.0312311 | val_loss: 0.0312321 | Time: 4393.83 ms [2022-04-25 09:35:52 main:581] : INFO : Epoch 1823 | loss: 0.0312309 | val_loss: 0.0312301 | Time: 4484.67 ms [2022-04-25 09:35:57 main:581] : INFO : Epoch 1824 | loss: 0.03123 | val_loss: 0.0312299 | Time: 4398.3 ms [2022-04-25 09:36:01 main:581] : INFO : Epoch 1825 | loss: 0.0312309 | val_loss: 0.03123 | Time: 4525.37 ms [2022-04-25 09:36:06 main:581] : INFO : Epoch 1826 | loss: 0.0312311 | val_loss: 0.0312299 | Time: 4391.32 ms [2022-04-25 09:36:10 main:581] : INFO : Epoch 1827 | loss: 0.0312318 | val_loss: 0.0312337 | Time: 4492.22 ms [2022-04-25 09:36:14 main:581] : INFO : Epoch 1828 | loss: 0.0312323 | val_loss: 0.031232 | Time: 4355.7 ms [2022-04-25 09:36:19 main:581] : INFO : Epoch 1829 | loss: 0.031232 | val_loss: 0.0312295 | Time: 4480.53 ms [2022-04-25 09:36:23 main:581] : INFO : Epoch 1830 | loss: 0.0312328 | val_loss: 0.0312297 | Time: 4411.2 ms [2022-04-25 09:36:28 main:581] : INFO : Epoch 1831 | loss: 0.031231 | val_loss: 0.0312312 | Time: 4469.68 ms [2022-04-25 09:36:32 main:581] : INFO : Epoch 1832 | loss: 0.0312326 | val_loss: 0.0312307 | Time: 4413.72 ms [2022-04-25 09:36:37 main:581] : INFO : Epoch 1833 | loss: 0.0312308 | val_loss: 0.0312298 | Time: 4452.32 ms [2022-04-25 09:36:41 main:581] : INFO : Epoch 1834 | loss: 0.0312325 | val_loss: 0.0312318 | Time: 4431.82 ms [2022-04-25 09:36:46 main:581] : INFO : Epoch 1835 | loss: 0.0312315 | val_loss: 0.0312305 | Time: 4455.92 ms [2022-04-25 09:36:50 main:581] : INFO : Epoch 1836 | loss: 0.0312304 | val_loss: 0.0312303 | Time: 4415.27 ms [2022-04-25 09:36:54 main:581] : INFO : Epoch 1837 | loss: 0.03123 | val_loss: 0.0312298 | Time: 4399.08 ms [2022-04-25 09:36:59 main:581] : INFO : Epoch 1838 | loss: 0.0312301 | val_loss: 0.0312365 | Time: 4404.45 ms [2022-04-25 09:37:03 main:581] : INFO : Epoch 1839 | loss: 0.0312323 | val_loss: 0.0312297 | Time: 4479.24 ms [2022-04-25 09:37:08 main:581] : INFO : Epoch 1840 | loss: 0.0312312 | val_loss: 0.031231 | Time: 4424.29 ms [2022-04-25 09:37:12 main:581] : INFO : Epoch 1841 | loss: 0.0312306 | val_loss: 0.0312299 | Time: 4455.66 ms [2022-04-25 09:37:17 main:581] : INFO : Epoch 1842 | loss: 0.0312304 | val_loss: 0.0312306 | Time: 4445.51 ms [2022-04-25 09:37:21 main:581] : INFO : Epoch 1843 | loss: 0.0312305 | val_loss: 0.0312297 | Time: 4439.18 ms [2022-04-25 09:37:26 main:581] : INFO : Epoch 1844 | loss: 0.0312306 | val_loss: 0.0312319 | Time: 4455.73 ms [2022-04-25 09:37:30 main:581] : INFO : Epoch 1845 | loss: 0.0312318 | val_loss: 0.0312322 | Time: 4439 ms [2022-04-25 09:37:34 main:581] : INFO : Epoch 1846 | loss: 0.0312306 | val_loss: 0.0312307 | Time: 4401.68 ms [2022-04-25 09:37:39 main:581] : INFO : Epoch 1847 | loss: 0.0312316 | val_loss: 0.0312322 | Time: 4447.55 ms [2022-04-25 09:37:43 main:581] : INFO : Epoch 1848 | loss: 0.031231 | val_loss: 0.0312305 | Time: 4393.86 ms [2022-04-25 09:37:48 main:581] : INFO : Epoch 1849 | loss: 0.0312305 | val_loss: 0.0312298 | Time: 4433.74 ms [2022-04-25 09:37:52 main:581] : INFO : Epoch 1850 | loss: 0.0312313 | val_loss: 0.0312326 | Time: 4423.17 ms [2022-04-25 09:37:57 main:581] : INFO : Epoch 1851 | loss: 0.0312312 | val_loss: 0.0312317 | Time: 4479.81 ms [2022-04-25 09:38:01 main:581] : INFO : Epoch 1852 | loss: 0.0312334 | val_loss: 0.0312348 | Time: 4391.88 ms [2022-04-25 09:38:05 main:581] : INFO : Epoch 1853 | loss: 0.0312335 | val_loss: 0.0312311 | Time: 4447.81 ms [2022-04-25 09:38:10 main:581] : INFO : Epoch 1854 | loss: 0.0312309 | val_loss: 0.0312317 | Time: 4379.59 ms [2022-04-25 09:38:14 main:581] : INFO : Epoch 1855 | loss: 0.0312318 | val_loss: 0.0312325 | Time: 4456.1 ms [2022-04-25 09:38:19 main:581] : INFO : Epoch 1856 | loss: 0.0312308 | val_loss: 0.0312295 | Time: 4439.63 ms [2022-04-25 09:38:23 main:581] : INFO : Epoch 1857 | loss: 0.0312312 | val_loss: 0.0312298 | Time: 4463.98 ms [2022-04-25 09:38:28 main:581] : INFO : Epoch 1858 | loss: 0.0312305 | val_loss: 0.0312299 | Time: 4415.62 ms [2022-04-25 09:38:32 main:581] : INFO : Epoch 1859 | loss: 0.0312312 | val_loss: 0.0312311 | Time: 4411.31 ms [2022-04-25 09:38:36 main:581] : INFO : Epoch 1860 | loss: 0.0312319 | val_loss: 0.0312384 | Time: 4408.69 ms [2022-04-25 09:38:41 main:581] : INFO : Epoch 1861 | loss: 0.0312317 | val_loss: 0.0312295 | Time: 4419.7 ms [2022-04-25 09:38:45 main:581] : INFO : Epoch 1862 | loss: 0.0312313 | val_loss: 0.0312299 | Time: 4418.56 ms [2022-04-25 09:38:50 main:581] : INFO : Epoch 1863 | loss: 0.0312303 | val_loss: 0.0312299 | Time: 4433.15 ms [2022-04-25 09:38:54 main:581] : INFO : Epoch 1864 | loss: 0.0312301 | val_loss: 0.0312296 | Time: 4391.3 ms [2022-04-25 09:38:58 main:581] : INFO : Epoch 1865 | loss: 0.0312306 | val_loss: 0.0312299 | Time: 4456.34 ms [2022-04-25 09:39:03 main:581] : INFO : Epoch 1866 | loss: 0.0312323 | val_loss: 0.0312311 | Time: 4399.85 ms [2022-04-25 09:39:07 main:581] : INFO : Epoch 1867 | loss: 0.031232 | val_loss: 0.031235 | Time: 4434.92 ms [2022-04-25 09:39:12 main:581] : INFO : Epoch 1868 | loss: 0.0312339 | val_loss: 0.0312346 | Time: 4429.07 ms [2022-04-25 09:39:16 main:581] : INFO : Epoch 1869 | loss: 0.0312322 | val_loss: 0.0312312 | Time: 4442.39 ms [2022-04-25 09:39:21 main:581] : INFO : Epoch 1870 | loss: 0.0312311 | val_loss: 0.0312326 | Time: 4410.33 ms [2022-04-25 09:39:25 main:581] : INFO : Epoch 1871 | loss: 0.031231 | val_loss: 0.0312307 | Time: 4465.18 ms [2022-04-25 09:39:29 main:581] : INFO : Epoch 1872 | loss: 0.0312306 | val_loss: 0.0312299 | Time: 4394.97 ms [2022-04-25 09:39:34 main:581] : INFO : Epoch 1873 | loss: 0.0312303 | val_loss: 0.0312323 | Time: 4462.96 ms [2022-04-25 09:39:38 main:581] : INFO : Epoch 1874 | loss: 0.0312325 | val_loss: 0.0312348 | Time: 4402.86 ms [2022-04-25 09:39:43 main:581] : INFO : Epoch 1875 | loss: 0.0312342 | val_loss: 0.0312324 | Time: 4487.1 ms [2022-04-25 09:39:47 main:581] : INFO : Epoch 1876 | loss: 0.0312319 | val_loss: 0.0312299 | Time: 4408.54 ms [2022-04-25 09:39:52 main:581] : INFO : Epoch 1877 | loss: 0.0312311 | val_loss: 0.0312298 | Time: 4463.78 ms [2022-04-25 09:39:56 main:581] : INFO : Epoch 1878 | loss: 0.0312313 | val_loss: 0.0312305 | Time: 4399.45 ms [2022-04-25 09:40:01 main:581] : INFO : Epoch 1879 | loss: 0.031231 | val_loss: 0.0312309 | Time: 4436.27 ms [2022-04-25 09:40:05 main:581] : INFO : Epoch 1880 | loss: 0.0312306 | val_loss: 0.0312301 | Time: 4392.12 ms [2022-04-25 09:40:09 main:581] : INFO : Epoch 1881 | loss: 0.0312317 | val_loss: 0.0312317 | Time: 4459.55 ms [2022-04-25 09:40:14 main:581] : INFO : Epoch 1882 | loss: 0.0312317 | val_loss: 0.0312354 | Time: 4379.97 ms [2022-04-25 09:40:19 main:581] : INFO : Epoch 1883 | loss: 0.0312335 | val_loss: 0.0312301 | Time: 4741.77 ms [2022-04-25 09:40:23 main:581] : INFO : Epoch 1884 | loss: 0.0312321 | val_loss: 0.0312298 | Time: 4392.55 ms [2022-04-25 09:40:27 main:581] : INFO : Epoch 1885 | loss: 0.0312319 | val_loss: 0.0312304 | Time: 4453.02 ms [2022-04-25 09:40:32 main:581] : INFO : Epoch 1886 | loss: 0.031232 | val_loss: 0.0312303 | Time: 4387.84 ms [2022-04-25 09:40:36 main:581] : INFO : Epoch 1887 | loss: 0.0312312 | val_loss: 0.0312359 | Time: 4446.5 ms [2022-04-25 09:40:41 main:581] : INFO : Epoch 1888 | loss: 0.0312321 | val_loss: 0.0312333 | Time: 4393.22 ms [2022-04-25 09:40:45 main:581] : INFO : Epoch 1889 | loss: 0.0312316 | val_loss: 0.0312302 | Time: 4458.61 ms [2022-04-25 09:40:49 main:581] : INFO : Epoch 1890 | loss: 0.0312303 | val_loss: 0.0312318 | Time: 4393 ms [2022-04-25 09:40:54 main:581] : INFO : Epoch 1891 | loss: 0.0312311 | val_loss: 0.0312304 | Time: 4453.89 ms [2022-04-25 09:40:58 main:581] : INFO : Epoch 1892 | loss: 0.0312303 | val_loss: 0.0312298 | Time: 4393.98 ms [2022-04-25 09:41:03 main:581] : INFO : Epoch 1893 | loss: 0.031232 | val_loss: 0.0312307 | Time: 4459.69 ms [2022-04-25 09:41:07 main:581] : INFO : Epoch 1894 | loss: 0.03123 | val_loss: 0.03123 | Time: 4383.86 ms [2022-04-25 09:41:12 main:581] : INFO : Epoch 1895 | loss: 0.0312307 | val_loss: 0.031232 | Time: 4439.37 ms [2022-04-25 09:41:16 main:581] : INFO : Epoch 1896 | loss: 0.0312322 | val_loss: 0.0312317 | Time: 4401.48 ms [2022-04-25 09:41:20 main:581] : INFO : Epoch 1897 | loss: 0.0312324 | val_loss: 0.03123 | Time: 4445.44 ms [2022-04-25 09:41:25 main:581] : INFO : Epoch 1898 | loss: 0.0312319 | val_loss: 0.031232 | Time: 4416.82 ms [2022-04-25 09:41:29 main:581] : INFO : Epoch 1899 | loss: 0.0312317 | val_loss: 0.0312373 | Time: 4420.01 ms [2022-04-25 09:41:34 main:581] : INFO : Epoch 1900 | loss: 0.0312322 | val_loss: 0.03123 | Time: 4415.9 ms [2022-04-25 09:41:38 main:581] : INFO : Epoch 1901 | loss: 0.0312315 | val_loss: 0.0312302 | Time: 4449.12 ms [2022-04-25 09:41:43 main:581] : INFO : Epoch 1902 | loss: 0.0312313 | val_loss: 0.0312304 | Time: 4435.65 ms [2022-04-25 09:41:47 main:581] : INFO : Epoch 1903 | loss: 0.0312321 | val_loss: 0.0312344 | Time: 4438.74 ms [2022-04-25 09:41:51 main:581] : INFO : Epoch 1904 | loss: 0.0312324 | val_loss: 0.0312308 | Time: 4439.86 ms [2022-04-25 09:41:56 main:581] : INFO : Epoch 1905 | loss: 0.0312316 | val_loss: 0.031233 | Time: 4403.31 ms [2022-04-25 09:42:00 main:581] : INFO : Epoch 1906 | loss: 0.0312313 | val_loss: 0.0312301 | Time: 4451.22 ms [2022-04-25 09:42:05 main:581] : INFO : Epoch 1907 | loss: 0.0312324 | val_loss: 0.0312296 | Time: 4414.07 ms [2022-04-25 09:42:09 main:581] : INFO : Epoch 1908 | loss: 0.0312319 | val_loss: 0.031231 | Time: 4422.12 ms [2022-04-25 09:42:14 main:581] : INFO : Epoch 1909 | loss: 0.031231 | val_loss: 0.031232 | Time: 4457.43 ms [2022-04-25 09:42:18 main:581] : INFO : Epoch 1910 | loss: 0.0312312 | val_loss: 0.0312302 | Time: 4431.09 ms [2022-04-25 09:42:22 main:581] : INFO : Epoch 1911 | loss: 0.031231 | val_loss: 0.0312298 | Time: 4429.99 ms [2022-04-25 09:42:27 main:581] : INFO : Epoch 1912 | loss: 0.0312316 | val_loss: 0.0312306 | Time: 4417.43 ms [2022-04-25 09:42:31 main:581] : INFO : Epoch 1913 | loss: 0.0312313 | val_loss: 0.0312301 | Time: 4459.75 ms [2022-04-25 09:42:36 main:581] : INFO : Epoch 1914 | loss: 0.0312303 | val_loss: 0.0312302 | Time: 4419.5 ms [2022-04-25 09:42:40 main:581] : INFO : Epoch 1915 | loss: 0.0312319 | val_loss: 0.0312355 | Time: 4446.68 ms [2022-04-25 09:42:45 main:581] : INFO : Epoch 1916 | loss: 0.0312329 | val_loss: 0.031233 | Time: 4400.39 ms [2022-04-25 09:42:49 main:581] : INFO : Epoch 1917 | loss: 0.0312329 | val_loss: 0.0312313 | Time: 4439.59 ms [2022-04-25 09:42:53 main:581] : INFO : Epoch 1918 | loss: 0.0312307 | val_loss: 0.03123 | Time: 4444.05 ms [2022-04-25 09:42:58 main:581] : INFO : Epoch 1919 | loss: 0.0312308 | val_loss: 0.0312316 | Time: 4431.49 ms [2022-04-25 09:43:02 main:581] : INFO : Epoch 1920 | loss: 0.0312311 | val_loss: 0.0312305 | Time: 4409.74 ms [2022-04-25 09:43:07 main:581] : INFO : Epoch 1921 | loss: 0.0312309 | val_loss: 0.0312311 | Time: 4462.94 ms [2022-04-25 09:43:11 main:581] : INFO : Epoch 1922 | loss: 0.0312346 | val_loss: 0.0312364 | Time: 4411.18 ms [2022-04-25 09:43:16 main:581] : INFO : Epoch 1923 | loss: 0.0312328 | val_loss: 0.0312299 | Time: 4471.08 ms [2022-04-25 09:43:20 main:581] : INFO : Epoch 1924 | loss: 0.0312308 | val_loss: 0.0312316 | Time: 4404.97 ms [2022-04-25 09:43:25 main:581] : INFO : Epoch 1925 | loss: 0.0312318 | val_loss: 0.0312298 | Time: 4455.34 ms [2022-04-25 09:43:29 main:581] : INFO : Epoch 1926 | loss: 0.0312312 | val_loss: 0.0312301 | Time: 4360.68 ms [2022-04-25 09:43:33 main:581] : INFO : Epoch 1927 | loss: 0.0312303 | val_loss: 0.03123 | Time: 4476.02 ms [2022-04-25 09:43:38 main:581] : INFO : Epoch 1928 | loss: 0.0312306 | val_loss: 0.0312297 | Time: 4375.11 ms [2022-04-25 09:43:42 main:581] : INFO : Epoch 1929 | loss: 0.0312313 | val_loss: 0.0312321 | Time: 4497.78 ms [2022-04-25 09:43:47 main:581] : INFO : Epoch 1930 | loss: 0.0312329 | val_loss: 0.0312304 | Time: 4414.64 ms [2022-04-25 09:43:51 main:581] : INFO : Epoch 1931 | loss: 0.0312316 | val_loss: 0.0312302 | Time: 4435.81 ms [2022-04-25 09:43:56 main:581] : INFO : Epoch 1932 | loss: 0.0312319 | val_loss: 0.0312326 | Time: 4443.13 ms [2022-04-25 09:44:00 main:581] : INFO : Epoch 1933 | loss: 0.0312315 | val_loss: 0.0312301 | Time: 4423.8 ms [2022-04-25 09:44:04 main:581] : INFO : Epoch 1934 | loss: 0.031233 | val_loss: 0.0312308 | Time: 4412.61 ms [2022-04-25 09:44:09 main:581] : INFO : Epoch 1935 | loss: 0.0312312 | val_loss: 0.031232 | Time: 4419.78 ms [2022-04-25 09:44:13 main:581] : INFO : Epoch 1936 | loss: 0.0312321 | val_loss: 0.031232 | Time: 4434.54 ms [2022-04-25 09:44:18 main:581] : INFO : Epoch 1937 | loss: 0.0312314 | val_loss: 0.0312303 | Time: 4481.07 ms [2022-04-25 09:44:22 main:581] : INFO : Epoch 1938 | loss: 0.0312313 | val_loss: 0.03123 | Time: 4395.94 ms [2022-04-25 09:44:27 main:581] : INFO : Epoch 1939 | loss: 0.0312309 | val_loss: 0.0312299 | Time: 4491.73 ms [2022-04-25 09:44:31 main:581] : INFO : Epoch 1940 | loss: 0.0312316 | val_loss: 0.0312327 | Time: 4385.54 ms [2022-04-25 09:44:35 main:581] : INFO : Epoch 1941 | loss: 0.0312318 | val_loss: 0.031231 | Time: 4493.09 ms [2022-04-25 09:44:40 main:581] : INFO : Epoch 1942 | loss: 0.0312323 | val_loss: 0.0312337 | Time: 4380.18 ms [2022-04-25 09:44:44 main:581] : INFO : Epoch 1943 | loss: 0.0312334 | val_loss: 0.0312304 | Time: 4439.07 ms [2022-04-25 09:44:49 main:581] : INFO : Epoch 1944 | loss: 0.0312309 | val_loss: 0.0312299 | Time: 4416.56 ms [2022-04-25 09:44:53 main:581] : INFO : Epoch 1945 | loss: 0.0312342 | val_loss: 0.0312328 | Time: 4408.53 ms [2022-04-25 09:44:58 main:581] : INFO : Epoch 1946 | loss: 0.0312342 | val_loss: 0.0312302 | Time: 4455.34 ms [2022-04-25 09:45:02 main:581] : INFO : Epoch 1947 | loss: 0.031231 | val_loss: 0.0312357 | Time: 4400.36 ms [2022-04-25 09:45:06 main:581] : INFO : Epoch 1948 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 4447.86 ms [2022-04-25 09:45:11 main:581] : INFO : Epoch 1949 | loss: 0.0312343 | val_loss: 0.0312314 | Time: 4416.42 ms [2022-04-25 09:45:15 main:581] : INFO : Epoch 1950 | loss: 0.0312317 | val_loss: 0.0312322 | Time: 4459.29 ms [2022-04-25 09:45:20 main:581] : INFO : Epoch 1951 | loss: 0.0312313 | val_loss: 0.0312301 | Time: 4410.59 ms [2022-04-25 09:45:24 main:581] : INFO : Epoch 1952 | loss: 0.0312302 | val_loss: 0.0312299 | Time: 4405.08 ms [2022-04-25 09:45:29 main:581] : INFO : Epoch 1953 | loss: 0.0312309 | val_loss: 0.0312308 | Time: 4515.79 ms [2022-04-25 09:45:33 main:581] : INFO : Epoch 1954 | loss: 0.0312305 | val_loss: 0.03123 | Time: 4387.9 ms [2022-04-25 09:45:38 main:581] : INFO : Epoch 1955 | loss: 0.0312322 | val_loss: 0.0312304 | Time: 4509.89 ms [2022-04-25 09:45:42 main:581] : INFO : Epoch 1956 | loss: 0.0312314 | val_loss: 0.0312309 | Time: 4425.68 ms [2022-04-25 09:45:46 main:581] : INFO : Epoch 1957 | loss: 0.031232 | val_loss: 0.0312309 | Time: 4527.15 ms [2022-04-25 09:45:51 main:581] : INFO : Epoch 1958 | loss: 0.0312336 | val_loss: 0.0312308 | Time: 4436.46 ms [2022-04-25 09:45:55 main:581] : INFO : Epoch 1959 | loss: 0.0312313 | val_loss: 0.0312305 | Time: 4507.8 ms [2022-04-25 09:46:00 main:581] : INFO : Epoch 1960 | loss: 0.0312313 | val_loss: 0.0312302 | Time: 4463.62 ms [2022-04-25 09:46:04 main:581] : INFO : Epoch 1961 | loss: 0.0312312 | val_loss: 0.0312299 | Time: 4439.95 ms [2022-04-25 09:46:09 main:581] : INFO : Epoch 1962 | loss: 0.0312309 | val_loss: 0.0312324 | Time: 4498.67 ms [2022-04-25 09:46:13 main:581] : INFO : Epoch 1963 | loss: 0.0312309 | val_loss: 0.0312299 | Time: 4468.8 ms [2022-04-25 09:46:18 main:581] : INFO : Epoch 1964 | loss: 0.0312308 | val_loss: 0.0312309 | Time: 4488.1 ms [2022-04-25 09:46:22 main:581] : INFO : Epoch 1965 | loss: 0.0312308 | val_loss: 0.0312304 | Time: 4458.57 ms [2022-04-25 09:46:27 main:581] : INFO : Epoch 1966 | loss: 0.0312307 | val_loss: 0.0312309 | Time: 4468.05 ms [2022-04-25 09:46:31 main:581] : INFO : Epoch 1967 | loss: 0.0312315 | val_loss: 0.0312299 | Time: 4472.85 ms [2022-04-25 09:46:36 main:581] : INFO : Epoch 1968 | loss: 0.0312307 | val_loss: 0.0312305 | Time: 4499.87 ms [2022-04-25 09:46:40 main:581] : INFO : Epoch 1969 | loss: 0.0312309 | val_loss: 0.0312299 | Time: 4503.87 ms [2022-04-25 09:46:45 main:581] : INFO : Epoch 1970 | loss: 0.0312302 | val_loss: 0.0312304 | Time: 4458.54 ms [2022-04-25 09:46:49 main:581] : INFO : Epoch 1971 | loss: 0.0312314 | val_loss: 0.0312297 | Time: 4504.75 ms [2022-04-25 09:46:54 main:581] : INFO : Epoch 1972 | loss: 0.0312306 | val_loss: 0.0312326 | Time: 4408.86 ms [2022-04-25 09:46:58 main:581] : INFO : Epoch 1973 | loss: 0.0312306 | val_loss: 0.0312302 | Time: 4495.19 ms [2022-04-25 09:47:02 main:581] : INFO : Epoch 1974 | loss: 0.0312306 | val_loss: 0.0312303 | Time: 4434.85 ms [2022-04-25 09:47:07 main:581] : INFO : Epoch 1975 | loss: 0.0312334 | val_loss: 0.0312372 | Time: 4524.78 ms [2022-04-25 09:47:11 main:581] : INFO : Epoch 1976 | loss: 0.0312331 | val_loss: 0.0312336 | Time: 4446.63 ms [2022-04-25 09:47:16 main:581] : INFO : Epoch 1977 | loss: 0.0312339 | val_loss: 0.0312312 | Time: 4484.82 ms [2022-04-25 09:47:20 main:581] : INFO : Epoch 1978 | loss: 0.0312315 | val_loss: 0.0312318 | Time: 4504.09 ms [2022-04-25 09:47:25 main:581] : INFO : Epoch 1979 | loss: 0.0312315 | val_loss: 0.0312344 | Time: 4459.87 ms [2022-04-25 09:47:29 main:581] : INFO : Epoch 1980 | loss: 0.0312318 | val_loss: 0.0312302 | Time: 4487.29 ms [2022-04-25 09:47:34 main:581] : INFO : Epoch 1981 | loss: 0.0312305 | val_loss: 0.0312353 | Time: 4420.36 ms [2022-04-25 09:47:38 main:581] : INFO : Epoch 1982 | loss: 0.0312351 | val_loss: 0.0312309 | Time: 4527.85 ms [2022-04-25 09:47:43 main:581] : INFO : Epoch 1983 | loss: 0.0312333 | val_loss: 0.0312361 | Time: 4421.2 ms [2022-04-25 09:47:47 main:581] : INFO : Epoch 1984 | loss: 0.0312332 | val_loss: 0.0312315 | Time: 4498.46 ms [2022-04-25 09:47:52 main:581] : INFO : Epoch 1985 | loss: 0.0312307 | val_loss: 0.0312297 | Time: 4435.88 ms [2022-04-25 09:47:56 main:581] : INFO : Epoch 1986 | loss: 0.0312309 | val_loss: 0.0312311 | Time: 4464.29 ms [2022-04-25 09:48:01 main:581] : INFO : Epoch 1987 | loss: 0.0312308 | val_loss: 0.0312307 | Time: 4447.97 ms [2022-04-25 09:48:05 main:581] : INFO : Epoch 1988 | loss: 0.0312331 | val_loss: 0.0312387 | Time: 4469.4 ms [2022-04-25 09:48:10 main:581] : INFO : Epoch 1989 | loss: 0.0312323 | val_loss: 0.0312301 | Time: 4459.29 ms [2022-04-25 09:48:14 main:581] : INFO : Epoch 1990 | loss: 0.0312311 | val_loss: 0.0312307 | Time: 4438.11 ms [2022-04-25 09:48:19 main:581] : INFO : Epoch 1991 | loss: 0.0312347 | val_loss: 0.0312401 | Time: 4503.85 ms [2022-04-25 09:48:23 main:581] : INFO : Epoch 1992 | loss: 0.0312364 | val_loss: 0.0312382 | Time: 4451.03 ms [2022-04-25 09:48:27 main:581] : INFO : Epoch 1993 | loss: 0.0312328 | val_loss: 0.0312296 | Time: 4466.3 ms [2022-04-25 09:48:32 main:581] : INFO : Epoch 1994 | loss: 0.0312305 | val_loss: 0.0312305 | Time: 4457.73 ms [2022-04-25 09:48:36 main:581] : INFO : Epoch 1995 | loss: 0.0312313 | val_loss: 0.0312318 | Time: 4456.5 ms [2022-04-25 09:48:41 main:581] : INFO : Epoch 1996 | loss: 0.0312305 | val_loss: 0.0312302 | Time: 4463.64 ms [2022-04-25 09:48:45 main:581] : INFO : Epoch 1997 | loss: 0.0312308 | val_loss: 0.0312311 | Time: 4403.45 ms [2022-04-25 09:48:50 main:581] : INFO : Epoch 1998 | loss: 0.0312309 | val_loss: 0.0312318 | Time: 4431.8 ms [2022-04-25 09:48:54 main:581] : INFO : Epoch 1999 | loss: 0.0312312 | val_loss: 0.0312322 | Time: 4428.25 ms [2022-04-25 09:48:57 main:581] : INFO : Epoch 2000 | loss: 0.0312316 | val_loss: 0.0312299 | Time: 2838.34 ms [2022-04-25 09:48:59 main:581] : INFO : Epoch 2001 | loss: 0.0312314 | val_loss: 0.03123 | Time: 2510.59 ms [2022-04-25 09:49:02 main:581] : INFO : Epoch 2002 | loss: 0.0312315 | val_loss: 0.0312312 | Time: 2398.85 ms [2022-04-25 09:49:04 main:581] : INFO : Epoch 2003 | loss: 0.0312331 | val_loss: 0.0312308 | Time: 2375.11 ms [2022-04-25 09:49:09 main:581] : INFO : Epoch 2004 | loss: 0.031232 | val_loss: 0.0312299 | Time: 4365.94 ms [2022-04-25 09:49:13 main:581] : INFO : Epoch 2005 | loss: 0.0312306 | val_loss: 0.0312302 | Time: 4445.29 ms [2022-04-25 09:49:17 main:581] : INFO : Epoch 2006 | loss: 0.0312324 | val_loss: 0.0312318 | Time: 4436.78 ms [2022-04-25 09:49:22 main:581] : INFO : Epoch 2007 | loss: 0.0312313 | val_loss: 0.0312303 | Time: 4499.67 ms [2022-04-25 09:49:26 main:581] : INFO : Epoch 2008 | loss: 0.0312302 | val_loss: 0.0312297 | Time: 4440.95 ms [2022-04-25 09:49:31 main:581] : INFO : Epoch 2009 | loss: 0.0312309 | val_loss: 0.0312322 | Time: 4489.92 ms [2022-04-25 09:49:35 main:581] : INFO : Epoch 2010 | loss: 0.0312314 | val_loss: 0.0312298 | Time: 4408.67 ms [2022-04-25 09:49:40 main:581] : INFO : Epoch 2011 | loss: 0.0312314 | val_loss: 0.031235 | Time: 4495.86 ms [2022-04-25 09:49:44 main:581] : INFO : Epoch 2012 | loss: 0.0312327 | val_loss: 0.0312314 | Time: 4366.52 ms [2022-04-25 09:49:49 main:581] : INFO : Epoch 2013 | loss: 0.0312307 | val_loss: 0.0312297 | Time: 4449.01 ms [2022-04-25 09:49:53 main:581] : INFO : Epoch 2014 | loss: 0.0312319 | val_loss: 0.03123 | Time: 4423.38 ms [2022-04-25 09:49:57 main:581] : INFO : Epoch 2015 | loss: 0.0312308 | val_loss: 0.03123 | Time: 4447.45 ms [2022-04-25 09:50:02 main:581] : INFO : Epoch 2016 | loss: 0.0312312 | val_loss: 0.0312306 | Time: 4402.76 ms [2022-04-25 09:50:06 main:581] : INFO : Epoch 2017 | loss: 0.0312306 | val_loss: 0.0312298 | Time: 4464.79 ms [2022-04-25 09:50:11 main:581] : INFO : Epoch 2018 | loss: 0.031231 | val_loss: 0.0312303 | Time: 4407.55 ms [2022-04-25 09:50:15 main:581] : INFO : Epoch 2019 | loss: 0.0312307 | val_loss: 0.0312296 | Time: 4476.48 ms [2022-04-25 09:50:20 main:581] : INFO : Epoch 2020 | loss: 0.0312313 | val_loss: 0.0312312 | Time: 4392.52 ms [2022-04-25 09:50:24 main:581] : INFO : Epoch 2021 | loss: 0.0312307 | val_loss: 0.0312298 | Time: 4486.48 ms [2022-04-25 09:50:29 main:581] : INFO : Epoch 2022 | loss: 0.0312318 | val_loss: 0.0312303 | Time: 4415.26 ms [2022-04-25 09:50:33 main:581] : INFO : Epoch 2023 | loss: 0.0312311 | val_loss: 0.0312341 | Time: 4501.75 ms [2022-04-25 09:50:37 main:581] : INFO : Epoch 2024 | loss: 0.0312322 | val_loss: 0.0312308 | Time: 4406.81 ms [2022-04-25 09:50:42 main:581] : INFO : Epoch 2025 | loss: 0.0312308 | val_loss: 0.031231 | Time: 4483.66 ms [2022-04-25 09:50:46 main:581] : INFO : Epoch 2026 | loss: 0.0312329 | val_loss: 0.0312303 | Time: 4435.13 ms [2022-04-25 09:50:51 main:581] : INFO : Epoch 2027 | loss: 0.0312311 | val_loss: 0.03123 | Time: 4457.43 ms [2022-04-25 09:50:55 main:581] : INFO : Epoch 2028 | loss: 0.0312309 | val_loss: 0.0312323 | Time: 4423.55 ms [2022-04-25 09:51:00 main:581] : INFO : Epoch 2029 | loss: 0.0312309 | val_loss: 0.0312304 | Time: 4438.68 ms [2022-04-25 09:51:04 main:581] : INFO : Epoch 2030 | loss: 0.0312319 | val_loss: 0.0312309 | Time: 4433.39 ms [2022-04-25 09:51:09 main:581] : INFO : Epoch 2031 | loss: 0.031233 | val_loss: 0.0312304 | Time: 4407.35 ms [2022-04-25 09:51:13 main:581] : INFO : Epoch 2032 | loss: 0.0312317 | val_loss: 0.0312298 | Time: 4428.44 ms [2022-04-25 09:51:17 main:581] : INFO : Epoch 2033 | loss: 0.0312318 | val_loss: 0.0312314 | Time: 4427.83 ms [2022-04-25 09:51:22 main:581] : INFO : Epoch 2034 | loss: 0.0312311 | val_loss: 0.03123 | Time: 4443.85 ms [2022-04-25 09:51:26 main:581] : INFO : Epoch 2035 | loss: 0.0312314 | val_loss: 0.0312306 | Time: 4430.61 ms [2022-04-25 09:51:31 main:581] : INFO : Epoch 2036 | loss: 0.0312309 | val_loss: 0.0312334 | Time: 4433.02 ms [2022-04-25 09:51:35 main:581] : INFO : Epoch 2037 | loss: 0.0312322 | val_loss: 0.0312301 | Time: 4459.9 ms [2022-04-25 09:51:40 main:581] : INFO : Epoch 2038 | loss: 0.0312325 | val_loss: 0.0312315 | Time: 4375.79 ms [2022-04-25 09:51:44 main:581] : INFO : Epoch 2039 | loss: 0.0312313 | val_loss: 0.0312297 | Time: 4471.74 ms [2022-04-25 09:51:48 main:581] : INFO : Epoch 2040 | loss: 0.0312314 | val_loss: 0.0312348 | Time: 4443.74 ms [2022-04-25 09:51:53 main:581] : INFO : Epoch 2041 | loss: 0.0312317 | val_loss: 0.0312315 | Time: 4471.89 ms [2022-04-25 09:51:57 main:581] : INFO : Epoch 2042 | loss: 0.0312328 | val_loss: 0.0312357 | Time: 4434.95 ms [2022-04-25 09:52:02 main:581] : INFO : Epoch 2043 | loss: 0.0312352 | val_loss: 0.0312313 | Time: 4455.86 ms [2022-04-25 09:52:06 main:581] : INFO : Epoch 2044 | loss: 0.0312336 | val_loss: 0.0312395 | Time: 4419.98 ms [2022-04-25 09:52:11 main:581] : INFO : Epoch 2045 | loss: 0.0312352 | val_loss: 0.0312308 | Time: 4498.84 ms [2022-04-25 09:52:15 main:581] : INFO : Epoch 2046 | loss: 0.0312309 | val_loss: 0.0312312 | Time: 4416.75 ms [2022-04-25 09:52:20 main:581] : INFO : Epoch 2047 | loss: 0.0312303 | val_loss: 0.0312301 | Time: 4449.92 ms [2022-04-25 09:52:24 main:581] : INFO : Epoch 2048 | loss: 0.0312308 | val_loss: 0.03123 | Time: 4412.29 ms [2022-04-25 09:52:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.03123 [2022-04-25 09:52:24 main:610] : INFO : Saving end state to config to file [2022-04-25 09:52:24 main:615] : INFO : Success, exiting.. 09:52:24 (1063541): 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)