Task 14202672
| Name | ParityModified-1647046918-25783-2-0_1 |
| Workunit | 10817631 |
| Created | 1 Apr 2022, 16:57:58 UTC |
| Sent | 1 Apr 2022, 18:45:01 UTC |
| Report deadline | 9 Apr 2022, 18:45:01 UTC |
| Received | 1 Apr 2022, 23:22:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 17 min 23 sec |
| CPU time | 1 hours 53 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031228 | val_loss: 0.0312318 | Time: 3930.01 ms
[2022-04-01 16:48:32 main:574] : INFO : Epoch 1543 | loss: 0.0312284 | val_loss: 0.0312315 | Time: 3837.23 ms
[2022-04-01 16:48:36 main:574] : INFO : Epoch 1544 | loss: 0.0312288 | val_loss: 0.0312323 | Time: 3974.56 ms
[2022-04-01 16:48:40 main:574] : INFO : Epoch 1545 | loss: 0.0312276 | val_loss: 0.0312326 | Time: 3899.46 ms
[2022-04-01 16:48:44 main:574] : INFO : Epoch 1546 | loss: 0.0312269 | val_loss: 0.0312331 | Time: 4012.67 ms
[2022-04-01 16:48:48 main:574] : INFO : Epoch 1547 | loss: 0.03123 | val_loss: 0.0312323 | Time: 3971.1 ms
[2022-04-01 16:48:52 main:574] : INFO : Epoch 1548 | loss: 0.0312294 | val_loss: 0.0312335 | Time: 4118.54 ms
[2022-04-01 16:48:56 main:574] : INFO : Epoch 1549 | loss: 0.0312285 | val_loss: 0.0312326 | Time: 4158.09 ms
[2022-04-01 16:49:00 main:574] : INFO : Epoch 1550 | loss: 0.0312278 | val_loss: 0.0312325 | Time: 4124.44 ms
[2022-04-01 16:49:04 main:574] : INFO : Epoch 1551 | loss: 0.0312278 | val_loss: 0.0312341 | Time: 4110.27 ms
[2022-04-01 16:49:08 main:574] : INFO : Epoch 1552 | loss: 0.0312304 | val_loss: 0.031232 | Time: 4079.86 ms
[2022-04-01 16:49:12 main:574] : INFO : Epoch 1553 | loss: 0.0312274 | val_loss: 0.0312324 | Time: 4075.98 ms
[2022-04-01 16:49:17 main:574] : INFO : Epoch 1554 | loss: 0.0312284 | val_loss: 0.0312325 | Time: 4127.81 ms
[2022-04-01 16:49:21 main:574] : INFO : Epoch 1555 | loss: 0.0312282 | val_loss: 0.0312328 | Time: 4294.89 ms
[2022-04-01 16:49:25 main:574] : INFO : Epoch 1556 | loss: 0.0312277 | val_loss: 0.0312324 | Time: 4160.12 ms
[2022-04-01 16:49:29 main:574] : INFO : Epoch 1557 | loss: 0.0312271 | val_loss: 0.0312346 | Time: 4181.3 ms
[2022-04-01 16:49:33 main:574] : INFO : Epoch 1558 | loss: 0.0312302 | val_loss: 0.0312331 | Time: 4111.18 ms
[2022-04-01 16:49:38 main:574] : INFO : Epoch 1559 | loss: 0.0312273 | val_loss: 0.0312329 | Time: 4191.38 ms
[2022-04-01 16:49:42 main:574] : INFO : Epoch 1560 | loss: 0.0312273 | val_loss: 0.0312342 | Time: 4178.21 ms
[2022-04-01 16:49:46 main:574] : INFO : Epoch 1561 | loss: 0.0312276 | val_loss: 0.0312314 | Time: 4002.07 ms
[2022-04-01 16:49:49 main:574] : INFO : Epoch 1562 | loss: 0.0312289 | val_loss: 0.031235 | Time: 3757.56 ms
[2022-04-01 16:49:53 main:574] : INFO : Epoch 1563 | loss: 0.03123 | val_loss: 0.0312379 | Time: 3753.47 ms
[2022-04-01 16:49:57 main:574] : INFO : Epoch 1564 | loss: 0.0312302 | val_loss: 0.0312331 | Time: 3739.7 ms
[2022-04-01 16:50:01 main:574] : INFO : Epoch 1565 | loss: 0.0312296 | val_loss: 0.0312378 | Time: 3754 ms
[2022-04-01 16:50:05 main:574] : INFO : Epoch 1566 | loss: 0.0312285 | val_loss: 0.0312322 | Time: 3830.67 ms
[2022-04-01 16:50:09 main:574] : INFO : Epoch 1567 | loss: 0.0312281 | val_loss: 0.0312334 | Time: 3967.68 ms
[2022-04-01 16:50:12 main:574] : INFO : Epoch 1568 | loss: 0.0312274 | val_loss: 0.0312313 | Time: 3971.38 ms
[2022-04-01 16:50:16 main:574] : INFO : Epoch 1569 | loss: 0.0312264 | val_loss: 0.0312341 | Time: 3820.91 ms
[2022-04-01 16:50:20 main:574] : INFO : Epoch 1570 | loss: 0.0312286 | val_loss: 0.0312327 | Time: 3720.63 ms
[2022-04-01 16:50:24 main:574] : INFO : Epoch 1571 | loss: 0.0312266 | val_loss: 0.0312319 | Time: 3697.9 ms
[2022-04-01 16:50:27 main:574] : INFO : Epoch 1572 | loss: 0.0312281 | val_loss: 0.0312341 | Time: 3746.97 ms
[2022-04-01 16:50:31 main:574] : INFO : Epoch 1573 | loss: 0.0312274 | val_loss: 0.0312324 | Time: 3831.01 ms
[2022-04-01 16:50:35 main:574] : INFO : Epoch 1574 | loss: 0.0312285 | val_loss: 0.0312336 | Time: 3909.95 ms
[2022-04-01 16:50:39 main:574] : INFO : Epoch 1575 | loss: 0.0312288 | val_loss: 0.0312376 | Time: 3968.04 ms
[2022-04-01 16:50:43 main:574] : INFO : Epoch 1576 | loss: 0.0312277 | val_loss: 0.0312317 | Time: 4012.02 ms
[2022-04-01 16:50:47 main:574] : INFO : Epoch 1577 | loss: 0.031227 | val_loss: 0.0312321 | Time: 4030.2 ms
[2022-04-01 16:50:51 main:574] : INFO : Epoch 1578 | loss: 0.0312275 | val_loss: 0.0312345 | Time: 4008.99 ms
[2022-04-01 16:50:55 main:574] : INFO : Epoch 1579 | loss: 0.0312288 | val_loss: 0.0312357 | Time: 4045.44 ms
[2022-04-01 16:50:59 main:574] : INFO : Epoch 1580 | loss: 0.0312272 | val_loss: 0.0312316 | Time: 4116.41 ms
[2022-04-01 16:51:04 main:574] : INFO : Epoch 1581 | loss: 0.0312265 | val_loss: 0.0312357 | Time: 4207.58 ms
[2022-04-01 16:51:08 main:574] : INFO : Epoch 1582 | loss: 0.0312273 | val_loss: 0.0312339 | Time: 4061.8 ms
[2022-04-01 16:51:12 main:574] : INFO : Epoch 1583 | loss: 0.0312273 | val_loss: 0.0312315 | Time: 4088.75 ms
[2022-04-01 16:51:16 main:574] : INFO : Epoch 1584 | loss: 0.0312273 | val_loss: 0.0312349 | Time: 4079.61 ms
[2022-04-01 16:51:20 main:574] : INFO : Epoch 1585 | loss: 0.0312273 | val_loss: 0.0312312 | Time: 4069.2 ms
[2022-04-01 16:51:24 main:574] : INFO : Epoch 1586 | loss: 0.0312265 | val_loss: 0.031232 | Time: 4196.91 ms
[2022-04-01 16:51:28 main:574] : INFO : Epoch 1587 | loss: 0.0312274 | val_loss: 0.0312435 | Time: 4305.03 ms
[2022-04-01 16:51:33 main:574] : INFO : Epoch 1588 | loss: 0.0312305 | val_loss: 0.0312381 | Time: 4194.28 ms
[2022-04-01 16:51:37 main:574] : INFO : Epoch 1589 | loss: 0.031228 | val_loss: 0.0312335 | Time: 4024.99 ms
[2022-04-01 16:51:41 main:574] : INFO : Epoch 1590 | loss: 0.0312277 | val_loss: 0.0312348 | Time: 4016.38 ms
[2022-04-01 16:51:45 main:574] : INFO : Epoch 1591 | loss: 0.031228 | val_loss: 0.0312324 | Time: 3905.3 ms
[2022-04-01 16:51:48 main:574] : INFO : Epoch 1592 | loss: 0.0312275 | val_loss: 0.0312324 | Time: 3831.5 ms
[2022-04-01 16:51:52 main:574] : INFO : Epoch 1593 | loss: 0.0312274 | val_loss: 0.0312399 | Time: 3721.08 ms
[2022-04-01 16:51:56 main:574] : INFO : Epoch 1594 | loss: 0.0312303 | val_loss: 0.0312346 | Time: 3800.47 ms
[2022-04-01 16:52:00 main:574] : INFO : Epoch 1595 | loss: 0.0312287 | val_loss: 0.0312335 | Time: 3816.2 ms
[2022-04-01 16:52:04 main:574] : INFO : Epoch 1596 | loss: 0.0312277 | val_loss: 0.0312326 | Time: 3937.85 ms
[2022-04-01 16:52:08 main:574] : INFO : Epoch 1597 | loss: 0.031227 | val_loss: 0.0312323 | Time: 4017.5 ms
[2022-04-01 16:52:12 main:574] : INFO : Epoch 1598 | loss: 0.0312265 | val_loss: 0.0312329 | Time: 3869.62 ms
[2022-04-01 16:52:15 main:574] : INFO : Epoch 1599 | loss: 0.0312265 | val_loss: 0.0312326 | Time: 3750.9 ms
[2022-04-01 16:52:19 main:574] : INFO : Epoch 1600 | loss: 0.0312286 | val_loss: 0.0312341 | Time: 3783.13 ms
[2022-04-01 16:52:23 main:574] : INFO : Epoch 1601 | loss: 0.0312267 | val_loss: 0.0312335 | Time: 3851.32 ms
[2022-04-01 16:52:27 main:574] : INFO : Epoch 1602 | loss: 0.0312267 | val_loss: 0.0312348 | Time: 4038.61 ms
[2022-04-01 16:52:31 main:574] : INFO : Epoch 1603 | loss: 0.0312297 | val_loss: 0.0312349 | Time: 4070.58 ms
[2022-04-01 16:52:35 main:574] : INFO : Epoch 1604 | loss: 0.0312274 | val_loss: 0.0312328 | Time: 4115.48 ms
[2022-04-01 16:52:39 main:574] : INFO : Epoch 1605 | loss: 0.031226 | val_loss: 0.0312318 | Time: 4059.01 ms
[2022-04-01 16:52:43 main:574] : INFO : Epoch 1606 | loss: 0.0312257 | val_loss: 0.0312334 | Time: 4031.13 ms
[2022-04-01 16:52:47 main:574] : INFO : Epoch 1607 | loss: 0.0312267 | val_loss: 0.0312322 | Time: 4104.31 ms
[2022-04-01 16:52:52 main:574] : INFO : Epoch 1608 | loss: 0.0312261 | val_loss: 0.0312328 | Time: 4131.82 ms
[2022-04-01 16:52:56 main:574] : INFO : Epoch 1609 | loss: 0.0312278 | val_loss: 0.0312357 | Time: 4184.79 ms
[2022-04-01 16:53:00 main:574] : INFO : Epoch 1610 | loss: 0.0312294 | val_loss: 0.0312326 | Time: 4221.69 ms
[2022-04-01 16:53:04 main:574] : INFO : Epoch 1611 | loss: 0.0312262 | val_loss: 0.031234 | Time: 4057.96 ms
[2022-04-01 16:53:08 main:574] : INFO : Epoch 1612 | loss: 0.0312313 | val_loss: 0.0312351 | Time: 4072.23 ms
[2022-04-01 16:53:12 main:574] : INFO : Epoch 1613 | loss: 0.031229 | val_loss: 0.0312318 | Time: 4050.38 ms
[2022-04-01 16:53:16 main:574] : INFO : Epoch 1614 | loss: 0.0312263 | val_loss: 0.031232 | Time: 4168.41 ms
[2022-04-01 16:53:21 main:574] : INFO : Epoch 1615 | loss: 0.031226 | val_loss: 0.0312316 | Time: 4216.47 ms
[2022-04-01 16:53:25 main:574] : INFO : Epoch 1616 | loss: 0.0312289 | val_loss: 0.0312324 | Time: 4186.85 ms
[2022-04-01 16:53:29 main:574] : INFO : Epoch 1617 | loss: 0.0312271 | val_loss: 0.0312322 | Time: 4085.49 ms
[2022-04-01 16:53:33 main:574] : INFO : Epoch 1618 | loss: 0.0312265 | val_loss: 0.0312321 | Time: 3975.05 ms
[2022-04-01 16:53:37 main:574] : INFO : Epoch 1619 | loss: 0.0312267 | val_loss: 0.031232 | Time: 3821.12 ms
[2022-04-01 16:53:40 main:574] : INFO : Epoch 1620 | loss: 0.0312271 | val_loss: 0.0312329 | Time: 3719.32 ms
[2022-04-01 16:53:44 main:574] : INFO : Epoch 1621 | loss: 0.0312266 | val_loss: 0.0312318 | Time: 3844.65 ms
[2022-04-01 16:53:48 main:574] : INFO : Epoch 1622 | loss: 0.0312265 | val_loss: 0.031234 | Time: 3975 ms
[2022-04-01 16:53:52 main:574] : INFO : Epoch 1623 | loss: 0.0312273 | val_loss: 0.0312336 | Time: 3860.67 ms
[2022-04-01 16:53:56 main:574] : INFO : Epoch 1624 | loss: 0.0312269 | val_loss: 0.0312317 | Time: 3831.85 ms
[2022-04-01 16:54:00 main:574] : INFO : Epoch 1625 | loss: 0.0312282 | val_loss: 0.0312339 | Time: 3776.87 ms
[2022-04-01 16:54:04 main:574] : INFO : Epoch 1626 | loss: 0.0312296 | val_loss: 0.0312343 | Time: 3862.07 ms
[2022-04-01 16:54:08 main:574] : INFO : Epoch 1627 | loss: 0.0312273 | val_loss: 0.0312336 | Time: 3910.19 ms
[2022-04-01 16:54:12 main:574] : INFO : Epoch 1628 | loss: 0.0312265 | val_loss: 0.0312324 | Time: 3991.16 ms
[2022-04-01 16:54:15 main:574] : INFO : Epoch 1629 | loss: 0.0312259 | val_loss: 0.0312324 | Time: 3941.38 ms
[2022-04-01 16:54:19 main:574] : INFO : Epoch 1630 | loss: 0.0312296 | val_loss: 0.0312455 | Time: 3966.62 ms
[2022-04-01 16:54:23 main:574] : INFO : Epoch 1631 | loss: 0.0312299 | val_loss: 0.0312353 | Time: 4003.67 ms
[2022-04-01 16:54:28 main:574] : INFO : Epoch 1632 | loss: 0.0312295 | val_loss: 0.0312313 | Time: 4066.24 ms
[2022-04-01 16:54:32 main:574] : INFO : Epoch 1633 | loss: 0.0312263 | val_loss: 0.0312327 | Time: 4058.19 ms
[2022-04-01 16:54:36 main:574] : INFO : Epoch 1634 | loss: 0.0312274 | val_loss: 0.0312333 | Time: 4170.35 ms
[2022-04-01 16:54:40 main:574] : INFO : Epoch 1635 | loss: 0.0312288 | val_loss: 0.0312389 | Time: 4137.08 ms
[2022-04-01 16:54:44 main:574] : INFO : Epoch 1636 | loss: 0.0312325 | val_loss: 0.0312335 | Time: 4035.04 ms
[2022-04-01 16:54:48 main:574] : INFO : Epoch 1637 | loss: 0.0312315 | val_loss: 0.0312339 | Time: 4051.87 ms
[2022-04-01 16:54:52 main:574] : INFO : Epoch 1638 | loss: 0.031232 | val_loss: 0.0312332 | Time: 4066.97 ms
[2022-04-01 16:54:56 main:574] : INFO : Epoch 1639 | loss: 0.0312312 | val_loss: 0.0312382 | Time: 4191.19 ms
[2022-04-01 16:55:00 main:574] : INFO : Epoch 1640 | loss: 0.0312367 | val_loss: 0.0312397 | Time: 4193.25 ms
[2022-04-01 16:55:05 main:574] : INFO : Epoch 1641 | loss: 0.0312367 | val_loss: 0.0312401 | Time: 4213.68 ms
[2022-04-01 16:55:09 main:574] : INFO : Epoch 1642 | loss: 0.031236 | val_loss: 0.031237 | Time: 4062.64 ms
[2022-04-01 16:55:13 main:574] : INFO : Epoch 1643 | loss: 0.0312347 | val_loss: 0.0312409 | Time: 4065.33 ms
[2022-04-01 16:55:17 main:574] : INFO : Epoch 1644 | loss: 0.0312352 | val_loss: 0.0312377 | Time: 4072.23 ms
[2022-04-01 16:55:21 main:574] : INFO : Epoch 1645 | loss: 0.0312342 | val_loss: 0.0312371 | Time: 4130.55 ms
[2022-04-01 16:55:25 main:574] : INFO : Epoch 1646 | loss: 0.0312314 | val_loss: 0.0312384 | Time: 4135.96 ms
[2022-04-01 16:55:29 main:574] : INFO : Epoch 1647 | loss: 0.0312303 | val_loss: 0.0312343 | Time: 3828.29 ms
[2022-04-01 16:55:33 main:574] : INFO : Epoch 1648 | loss: 0.0312301 | val_loss: 0.0312325 | Time: 3862.63 ms
[2022-04-01 16:55:37 main:574] : INFO : Epoch 1649 | loss: 0.0312295 | val_loss: 0.0312331 | Time: 3926.48 ms
[2022-04-01 16:55:41 main:574] : INFO : Epoch 1650 | loss: 0.0312292 | val_loss: 0.0312328 | Time: 4044.94 ms
[2022-04-01 16:55:45 main:574] : INFO : Epoch 1651 | loss: 0.0312293 | val_loss: 0.0312329 | Time: 4111.37 ms
[2022-04-01 16:55:49 main:574] : INFO : Epoch 1652 | loss: 0.0312292 | val_loss: 0.0312321 | Time: 3806.64 ms
[2022-04-01 16:55:53 main:574] : INFO : Epoch 1653 | loss: 0.0312294 | val_loss: 0.0312371 | Time: 4002.19 ms
[2022-04-01 16:55:57 main:574] : INFO : Epoch 1654 | loss: 0.0312301 | val_loss: 0.0312364 | Time: 3909.18 ms
[2022-04-01 16:56:01 main:574] : INFO : Epoch 1655 | loss: 0.0312294 | val_loss: 0.0312314 | Time: 3874.01 ms
[2022-04-01 16:56:04 main:574] : INFO : Epoch 1656 | loss: 0.0312283 | val_loss: 0.0312353 | Time: 3781.35 ms
[2022-04-01 16:56:08 main:574] : INFO : Epoch 1657 | loss: 0.0312278 | val_loss: 0.0312326 | Time: 3775.43 ms
[2022-04-01 16:56:12 main:574] : INFO : Epoch 1658 | loss: 0.0312278 | val_loss: 0.031232 | Time: 4103.64 ms
[2022-04-01 16:56:16 main:574] : INFO : Epoch 1659 | loss: 0.0312273 | val_loss: 0.0312334 | Time: 3692.07 ms
[2022-04-01 16:56:20 main:574] : INFO : Epoch 1660 | loss: 0.0312275 | val_loss: 0.0312313 | Time: 3686.26 ms
[2022-04-01 16:56:24 main:574] : INFO : Epoch 1661 | loss: 0.0312271 | val_loss: 0.0312314 | Time: 4190.34 ms
[2022-04-01 16:56:28 main:574] : INFO : Epoch 1662 | loss: 0.0312275 | val_loss: 0.0312318 | Time: 4134.73 ms
[2022-04-01 16:56:32 main:574] : INFO : Epoch 1663 | loss: 0.0312275 | val_loss: 0.0312312 | Time: 3974.16 ms
[2022-04-01 16:56:36 main:574] : INFO : Epoch 1664 | loss: 0.0312277 | val_loss: 0.0312308 | Time: 3851.29 ms
[2022-04-01 16:56:40 main:574] : INFO : Epoch 1665 | loss: 0.0312264 | val_loss: 0.031233 | Time: 3795.58 ms
[2022-04-01 16:56:44 main:574] : INFO : Epoch 1666 | loss: 0.0312272 | val_loss: 0.0312335 | Time: 3956.82 ms
[2022-04-01 16:56:47 main:574] : INFO : Epoch 1667 | loss: 0.0312275 | val_loss: 0.0312311 | Time: 3732.1 ms
[2022-04-01 16:56:51 main:574] : INFO : Epoch 1668 | loss: 0.0312263 | val_loss: 0.0312316 | Time: 3697.48 ms
[2022-04-01 16:56:55 main:574] : INFO : Epoch 1669 | loss: 0.0312262 | val_loss: 0.031231 | Time: 3748.14 ms
[2022-04-01 16:56:58 main:574] : INFO : Epoch 1670 | loss: 0.0312277 | val_loss: 0.0312321 | Time: 3735.37 ms
[2022-04-01 16:57:02 main:574] : INFO : Epoch 1671 | loss: 0.031228 | val_loss: 0.0312324 | Time: 3959.07 ms
[2022-04-01 16:57:06 main:574] : INFO : Epoch 1672 | loss: 0.0312255 | val_loss: 0.0312331 | Time: 3974.29 ms
[2022-04-01 16:57:10 main:574] : INFO : Epoch 1673 | loss: 0.0312265 | val_loss: 0.0312305 | Time: 3813.87 ms
[2022-04-01 16:57:14 main:574] : INFO : Epoch 1674 | loss: 0.0312266 | val_loss: 0.0312309 | Time: 3719.48 ms
[2022-04-01 16:57:18 main:574] : INFO : Epoch 1675 | loss: 0.0312255 | val_loss: 0.0312308 | Time: 3737.19 ms
[2022-04-01 16:57:22 main:574] : INFO : Epoch 1676 | loss: 0.0312304 | val_loss: 0.0312392 | Time: 4172.63 ms
[2022-04-01 16:57:26 main:574] : INFO : Epoch 1677 | loss: 0.0312267 | val_loss: 0.0312331 | Time: 3943.38 ms
[2022-04-01 16:57:30 main:574] : INFO : Epoch 1678 | loss: 0.0312261 | val_loss: 0.0312304 | Time: 4112.58 ms
[2022-04-01 16:57:34 main:574] : INFO : Epoch 1679 | loss: 0.0312265 | val_loss: 0.0312355 | Time: 4058.64 ms
[2022-04-01 16:57:38 main:574] : INFO : Epoch 1680 | loss: 0.0312271 | val_loss: 0.031232 | Time: 4053.81 ms
[2022-04-01 16:57:42 main:574] : INFO : Epoch 1681 | loss: 0.0312263 | val_loss: 0.031235 | Time: 4112.3 ms
[2022-04-01 16:57:46 main:574] : INFO : Epoch 1682 | loss: 0.0312264 | val_loss: 0.0312315 | Time: 4098.5 ms
[2022-04-01 16:57:50 main:574] : INFO : Epoch 1683 | loss: 0.0312249 | val_loss: 0.0312319 | Time: 4067.8 ms
[2022-04-01 16:57:54 main:574] : INFO : Epoch 1684 | loss: 0.0312256 | val_loss: 0.0312313 | Time: 4135.32 ms
[2022-04-01 16:57:59 main:574] : INFO : Epoch 1685 | loss: 0.0312285 | val_loss: 0.0312393 | Time: 4220.01 ms
[2022-04-01 16:58:03 main:574] : INFO : Epoch 1686 | loss: 0.0312284 | val_loss: 0.0312316 | Time: 4080.35 ms
[2022-04-01 16:58:07 main:574] : INFO : Epoch 1687 | loss: 0.0312254 | val_loss: 0.0312309 | Time: 4073.61 ms
[2022-04-01 16:58:11 main:574] : INFO : Epoch 1688 | loss: 0.0312251 | val_loss: 0.0312317 | Time: 4074.16 ms
[2022-04-01 16:58:15 main:574] : INFO : Epoch 1689 | loss: 0.0312262 | val_loss: 0.0312305 | Time: 4207.51 ms
[2022-04-01 16:58:19 main:574] : INFO : Epoch 1690 | loss: 0.0312259 | val_loss: 0.0312307 | Time: 4252.54 ms
[2022-04-01 16:58:24 main:574] : INFO : Epoch 1691 | loss: 0.0312256 | val_loss: 0.0312381 | Time: 4243.01 ms
[2022-04-01 16:58:28 main:574] : INFO : Epoch 1692 | loss: 0.0312283 | val_loss: 0.0312322 | Time: 4141.34 ms
[2022-04-01 16:58:32 main:574] : INFO : Epoch 1693 | loss: 0.0312275 | val_loss: 0.0312351 | Time: 4111.35 ms
[2022-04-01 16:58:36 main:574] : INFO : Epoch 1694 | loss: 0.0312276 | val_loss: 0.0312317 | Time: 3938.52 ms
[2022-04-01 16:58:40 main:574] : INFO : Epoch 1695 | loss: 0.0312254 | val_loss: 0.0312324 | Time: 3807.66 ms
[2022-04-01 16:58:44 main:574] : INFO : Epoch 1696 | loss: 0.0312268 | val_loss: 0.0312367 | Time: 4031.82 ms
[2022-04-01 16:58:48 main:574] : INFO : Epoch 1697 | loss: 0.0312278 | val_loss: 0.0312307 | Time: 3834.65 ms
[2022-04-01 16:58:51 main:574] : INFO : Epoch 1698 | loss: 0.0312247 | val_loss: 0.0312315 | Time: 3742.41 ms
[2022-04-01 16:58:55 main:574] : INFO : Epoch 1699 | loss: 0.0312269 | val_loss: 0.031231 | Time: 3721.69 ms
[2022-04-01 16:58:59 main:574] : INFO : Epoch 1700 | loss: 0.0312266 | val_loss: 0.0312306 | Time: 3715.55 ms
[2022-04-01 16:59:03 main:574] : INFO : Epoch 1701 | loss: 0.0312252 | val_loss: 0.0312342 | Time: 3965.02 ms
[2022-04-01 16:59:07 main:574] : INFO : Epoch 1702 | loss: 0.0312253 | val_loss: 0.0312306 | Time: 3850.15 ms
[2022-04-01 16:59:10 main:574] : INFO : Epoch 1703 | loss: 0.0312253 | val_loss: 0.0312314 | Time: 3917.01 ms
[2022-04-01 16:59:14 main:574] : INFO : Epoch 1704 | loss: 0.0312256 | val_loss: 0.0312335 | Time: 3942.71 ms
[2022-04-01 16:59:18 main:574] : INFO : Epoch 1705 | loss: 0.0312248 | val_loss: 0.031232 | Time: 3755.67 ms
[2022-04-01 16:59:22 main:574] : INFO : Epoch 1706 | loss: 0.0312261 | val_loss: 0.0312316 | Time: 3741.1 ms
[2022-04-01 16:59:26 main:574] : INFO : Epoch 1707 | loss: 0.0312257 | val_loss: 0.0312313 | Time: 3904.82 ms
[2022-04-01 16:59:30 main:574] : INFO : Epoch 1708 | loss: 0.0312266 | val_loss: 0.0312328 | Time: 3997.17 ms
[2022-04-01 16:59:34 main:574] : INFO : Epoch 1709 | loss: 0.0312268 | val_loss: 0.03123 | Time: 4097.52 ms
[2022-04-01 16:59:38 main:574] : INFO : Epoch 1710 | loss: 0.0312254 | val_loss: 0.031231 | Time: 4222.06 ms
[2022-04-01 16:59:42 main:574] : INFO : Epoch 1711 | loss: 0.0312268 | val_loss: 0.0312325 | Time: 4049.19 ms
[2022-04-01 16:59:46 main:574] : INFO : Epoch 1712 | loss: 0.0312263 | val_loss: 0.031231 | Time: 3983.09 ms
[2022-04-01 16:59:50 main:574] : INFO : Epoch 1713 | loss: 0.0312241 | val_loss: 0.0312304 | Time: 4026.32 ms
[2022-04-01 16:59:54 main:574] : INFO : Epoch 1714 | loss: 0.0312242 | val_loss: 0.0312316 | Time: 4180.21 ms
[2022-04-01 16:59:59 main:574] : INFO : Epoch 1715 | loss: 0.0312252 | val_loss: 0.03123 | Time: 4238.52 ms
[2022-04-01 17:00:03 main:574] : INFO : Epoch 1716 | loss: 0.0312246 | val_loss: 0.0312302 | Time: 4165.03 ms
[2022-04-01 17:00:07 main:574] : INFO : Epoch 1717 | loss: 0.0312239 | val_loss: 0.0312312 | Time: 4043.41 ms
[2022-04-01 17:00:11 main:574] : INFO : Epoch 1718 | loss: 0.031225 | val_loss: 0.0312327 | Time: 4069.55 ms
[2022-04-01 17:00:15 main:574] : INFO : Epoch 1719 | loss: 0.0312256 | val_loss: 0.0312301 | Time: 4105.57 ms
[2022-04-01 17:00:19 main:574] : INFO : Epoch 1720 | loss: 0.0312242 | val_loss: 0.0312305 | Time: 4122.61 ms
[2022-04-01 17:00:23 main:574] : INFO : Epoch 1721 | loss: 0.0312244 | val_loss: 0.0312367 | Time: 4111.68 ms
[2022-04-01 17:00:28 main:574] : INFO : Epoch 1722 | loss: 0.0312254 | val_loss: 0.0312308 | Time: 4235.99 ms
[2022-04-01 17:00:32 main:574] : INFO : Epoch 1723 | loss: 0.031224 | val_loss: 0.0312348 | Time: 3960.79 ms
[2022-04-01 17:00:35 main:574] : INFO : Epoch 1724 | loss: 0.031226 | val_loss: 0.0312301 | Time: 3812.12 ms
[2022-04-01 17:00:39 main:574] : INFO : Epoch 1725 | loss: 0.0312234 | val_loss: 0.0312347 | Time: 3821.66 ms
[2022-04-01 17:00:43 main:574] : INFO : Epoch 1726 | loss: 0.0312253 | val_loss: 0.0312345 | Time: 3770.98 ms
[2022-04-01 17:00:47 main:574] : INFO : Epoch 1727 | loss: 0.0312238 | val_loss: 0.0312307 | Time: 3926.61 ms
[2022-04-01 17:00:51 main:574] : INFO : Epoch 1728 | loss: 0.0312241 | val_loss: 0.0312302 | Time: 3966.94 ms
[2022-04-01 17:00:55 main:574] : INFO : Epoch 1729 | loss: 0.0312236 | val_loss: 0.0312347 | Time: 3825.78 ms
[2022-04-01 17:00:59 main:574] : INFO : Epoch 1730 | loss: 0.0312253 | val_loss: 0.0312322 | Time: 3874.37 ms
[2022-04-01 17:01:02 main:574] : INFO : Epoch 1731 | loss: 0.0312252 | val_loss: 0.0312304 | Time: 3754.78 ms
[2022-04-01 17:01:06 main:574] : INFO : Epoch 1732 | loss: 0.0312244 | val_loss: 0.0312322 | Time: 3738.98 ms
[2022-04-01 17:01:10 main:574] : INFO : Epoch 1733 | loss: 0.031228 | val_loss: 0.0312397 | Time: 3763.19 ms
[2022-04-01 17:01:14 main:574] : INFO : Epoch 1734 | loss: 0.0312256 | val_loss: 0.0312303 | Time: 3946.35 ms
[2022-04-01 17:01:18 main:574] : INFO : Epoch 1735 | loss: 0.031224 | val_loss: 0.0312314 | Time: 3943.03 ms
[2022-04-01 17:01:22 main:574] : INFO : Epoch 1736 | loss: 0.0312239 | val_loss: 0.0312345 | Time: 3970.73 ms
[2022-04-01 17:01:26 main:574] : INFO : Epoch 1737 | loss: 0.0312259 | val_loss: 0.0312301 | Time: 4063.17 ms
[2022-04-01 17:01:30 main:574] : INFO : Epoch 1738 | loss: 0.0312248 | val_loss: 0.03123 | Time: 4119.19 ms
[2022-04-01 17:01:34 main:574] : INFO : Epoch 1739 | loss: 0.031228 | val_loss: 0.0312319 | Time: 4047.18 ms
[2022-04-01 17:01:38 main:574] : INFO : Epoch 1740 | loss: 0.0312281 | val_loss: 0.0312306 | Time: 4066.27 ms
[2022-04-01 17:01:42 main:574] : INFO : Epoch 1741 | loss: 0.0312264 | val_loss: 0.0312323 | Time: 3992.88 ms
[2022-04-01 17:01:46 main:574] : INFO : Epoch 1742 | loss: 0.0312257 | val_loss: 0.0312348 | Time: 4087.19 ms
[2022-04-01 17:01:50 main:574] : INFO : Epoch 1743 | loss: 0.0312253 | val_loss: 0.0312304 | Time: 4209.32 ms
[2022-04-01 17:01:55 main:574] : INFO : Epoch 1744 | loss: 0.0312256 | val_loss: 0.0312313 | Time: 4259.02 ms
[2022-04-01 17:01:59 main:574] : INFO : Epoch 1745 | loss: 0.0312265 | val_loss: 0.0312304 | Time: 4134.69 ms
[2022-04-01 17:02:03 main:574] : INFO : Epoch 1746 | loss: 0.0312262 | val_loss: 0.0312378 | Time: 4037.24 ms
[2022-04-01 17:02:07 main:574] : INFO : Epoch 1747 | loss: 0.0312284 | val_loss: 0.0312333 | Time: 4086.22 ms
[2022-04-01 17:02:11 main:574] : INFO : Epoch 1748 | loss: 0.0312255 | val_loss: 0.0312322 | Time: 4086.83 ms
[2022-04-01 17:02:15 main:574] : INFO : Epoch 1749 | loss: 0.0312246 | val_loss: 0.0312309 | Time: 4166.67 ms
[2022-04-01 17:02:19 main:574] : INFO : Epoch 1750 | loss: 0.031225 | val_loss: 0.0312297 | Time: 4150.82 ms
[2022-04-01 17:02:23 main:574] : INFO : Epoch 1751 | loss: 0.0312243 | val_loss: 0.0312325 | Time: 4155.72 ms
[2022-04-01 17:02:27 main:574] : INFO : Epoch 1752 | loss: 0.0312245 | val_loss: 0.0312306 | Time: 3772.35 ms
[2022-04-01 17:02:31 main:574] : INFO : Epoch 1753 | loss: 0.0312251 | val_loss: 0.03123 | Time: 3858.92 ms
[2022-04-01 17:02:35 main:574] : INFO : Epoch 1754 | loss: 0.0312273 | val_loss: 0.0312324 | Time: 3709.02 ms
[2022-04-01 17:02:39 main:574] : INFO : Epoch 1755 | loss: 0.0312239 | val_loss: 0.03123 | Time: 3763.43 ms
[2022-04-01 17:02:43 main:574] : INFO : Epoch 1756 | loss: 0.0312229 | val_loss: 0.0312309 | Time: 3975.05 ms
[2022-04-01 17:02:47 main:574] : INFO : Epoch 1757 | loss: 0.0312254 | val_loss: 0.03123 | Time: 4032.95 ms
[2022-04-01 17:02:50 main:574] : INFO : Epoch 1758 | loss: 0.0312238 | val_loss: 0.0312332 | Time: 3765.07 ms
[2022-04-01 17:02:54 main:574] : INFO : Epoch 1759 | loss: 0.0312241 | val_loss: 0.0312294 | Time: 3761.39 ms
[2022-04-01 17:02:58 main:574] : INFO : Epoch 1760 | loss: 0.0312252 | val_loss: 0.0312292 | Time: 3739.28 ms
[2022-04-01 17:03:02 main:574] : INFO : Epoch 1761 | loss: 0.0312237 | val_loss: 0.0312297 | Time: 3767.6 ms
[2022-04-01 17:03:05 main:574] : INFO : Epoch 1762 | loss: 0.0312239 | val_loss: 0.0312292 | Time: 3850.94 ms
[2022-04-01 17:03:09 main:574] : INFO : Epoch 1763 | loss: 0.0312238 | val_loss: 0.0312295 | Time: 3979.39 ms
[2022-04-01 17:03:14 main:574] : INFO : Epoch 1764 | loss: 0.0312236 | val_loss: 0.0312295 | Time: 4110.77 ms
[2022-04-01 17:03:18 main:574] : INFO : Epoch 1765 | loss: 0.0312245 | val_loss: 0.0312332 | Time: 3971.98 ms
[2022-04-01 17:03:22 main:574] : INFO : Epoch 1766 | loss: 0.0312241 | val_loss: 0.0312361 | Time: 4080.04 ms
[2022-04-01 17:03:26 main:574] : INFO : Epoch 1767 | loss: 0.0312237 | val_loss: 0.0312301 | Time: 4074.28 ms
[2022-04-01 17:03:30 main:574] : INFO : Epoch 1768 | loss: 0.0312229 | val_loss: 0.0312333 | Time: 4216.04 ms
[2022-04-01 17:03:34 main:574] : INFO : Epoch 1769 | loss: 0.0312257 | val_loss: 0.0312346 | Time: 4246.94 ms
[2022-04-01 17:03:38 main:574] : INFO : Epoch 1770 | loss: 0.031224 | val_loss: 0.03123 | Time: 4105.41 ms
[2022-04-01 17:03:42 main:574] : INFO : Epoch 1771 | loss: 0.0312234 | val_loss: 0.0312287 | Time: 4031.2 ms
[2022-04-01 17:03:46 main:574] : INFO : Epoch 1772 | loss: 0.0312228 | val_loss: 0.0312288 | Time: 4041.26 ms
[2022-04-01 17:03:50 main:574] : INFO : Epoch 1773 | loss: 0.0312236 | val_loss: 0.0312289 | Time: 3996.99 ms
[2022-04-01 17:03:54 main:574] : INFO : Epoch 1774 | loss: 0.0312239 | val_loss: 0.0312292 | Time: 4162.98 ms
[2022-04-01 17:03:59 main:574] : INFO : Epoch 1775 | loss: 0.0312258 | val_loss: 0.0312313 | Time: 4200.26 ms
[2022-04-01 17:04:03 main:574] : INFO : Epoch 1776 | loss: 0.031226 | val_loss: 0.0312316 | Time: 4176.15 ms
[2022-04-01 17:04:07 main:574] : INFO : Epoch 1777 | loss: 0.0312262 | val_loss: 0.0312312 | Time: 4133.22 ms
[2022-04-01 17:04:11 main:574] : INFO : Epoch 1778 | loss: 0.0312278 | val_loss: 0.0312326 | Time: 4090.17 ms
[2022-04-01 17:04:15 main:574] : INFO : Epoch 1779 | loss: 0.0312257 | val_loss: 0.0312317 | Time: 4014.18 ms
[2022-04-01 17:04:19 main:574] : INFO : Epoch 1780 | loss: 0.0312253 | val_loss: 0.0312298 | Time: 3934.65 ms
[2022-04-01 17:04:23 main:574] : INFO : Epoch 1781 | loss: 0.0312257 | val_loss: 0.0312311 | Time: 3806.1 ms
[2022-04-01 17:04:27 main:574] : INFO : Epoch 1782 | loss: 0.0312257 | val_loss: 0.03123 | Time: 3907.6 ms
[2022-04-01 17:04:31 main:574] : INFO : Epoch 1783 | loss: 0.0312248 | val_loss: 0.0312298 | Time: 3762.08 ms
[2022-04-01 17:04:34 main:574] : INFO : Epoch 1784 | loss: 0.0312273 | val_loss: 0.0312308 | Time: 3852.66 ms
[2022-04-01 17:04:38 main:574] : INFO : Epoch 1785 | loss: 0.0312247 | val_loss: 0.0312322 | Time: 3815.36 ms
[2022-04-01 17:04:42 main:574] : INFO : Epoch 1786 | loss: 0.031226 | val_loss: 0.0312301 | Time: 3835.84 ms
[2022-04-01 17:04:46 main:574] : INFO : Epoch 1787 | loss: 0.0312242 | val_loss: 0.0312336 | Time: 3893.95 ms
[2022-04-01 17:04:50 main:574] : INFO : Epoch 1788 | loss: 0.0312246 | val_loss: 0.0312305 | Time: 3783.19 ms
[2022-04-01 17:04:54 main:574] : INFO : Epoch 1789 | loss: 0.031224 | val_loss: 0.0312297 | Time: 3777.43 ms
[2022-04-01 17:04:57 main:574] : INFO : Epoch 1790 | loss: 0.0312251 | val_loss: 0.0312304 | Time: 3879.08 ms
[2022-04-01 17:05:01 main:574] : INFO : Epoch 1791 | loss: 0.0312278 | val_loss: 0.0312328 | Time: 3927.96 ms
[2022-04-01 17:05:05 main:574] : INFO : Epoch 1792 | loss: 0.0312255 | val_loss: 0.0312323 | Time: 3994.87 ms
[2022-04-01 17:05:09 main:574] : INFO : Epoch 1793 | loss: 0.0312238 | val_loss: 0.031232 | Time: 4008.38 ms
[2022-04-01 17:05:13 main:574] : INFO : Epoch 1794 | loss: 0.0312233 | val_loss: 0.0312314 | Time: 4091.83 ms
[2022-04-01 17:05:18 main:574] : INFO : Epoch 1795 | loss: 0.0312232 | val_loss: 0.0312306 | Time: 4060.82 ms
[2022-04-01 17:05:22 main:574] : INFO : Epoch 1796 | loss: 0.0312253 | val_loss: 0.0312324 | Time: 4122.2 ms
[2022-04-01 17:05:26 main:574] : INFO : Epoch 1797 | loss: 0.0312305 | val_loss: 0.0312384 | Time: 4322.2 ms
[2022-04-01 17:05:30 main:574] : INFO : Epoch 1798 | loss: 0.0312281 | val_loss: 0.0312363 | Time: 4098.46 ms
[2022-04-01 17:05:34 main:574] : INFO : Epoch 1799 | loss: 0.0312242 | val_loss: 0.0312317 | Time: 4051.22 ms
[2022-04-01 17:05:38 main:574] : INFO : Epoch 1800 | loss: 0.0312244 | val_loss: 0.0312312 | Time: 4111.87 ms
[2022-04-01 17:05:42 main:574] : INFO : Epoch 1801 | loss: 0.0312263 | val_loss: 0.0312303 | Time: 4105.39 ms
[2022-04-01 17:05:47 main:574] : INFO : Epoch 1802 | loss: 0.0312236 | val_loss: 0.0312306 | Time: 4138.92 ms
[2022-04-01 17:05:51 main:574] : INFO : Epoch 1803 | loss: 0.0312245 | val_loss: 0.0312388 | Time: 4225.8 ms
[2022-04-01 17:05:55 main:574] : INFO : Epoch 1804 | loss: 0.0312265 | val_loss: 0.0312353 | Time: 4223.85 ms
[2022-04-01 17:05:59 main:574] : INFO : Epoch 1805 | loss: 0.0312236 | val_loss: 0.0312326 | Time: 4104.23 ms
[2022-04-01 17:06:03 main:574] : INFO : Epoch 1806 | loss: 0.0312241 | val_loss: 0.03123 | Time: 4147.97 ms
[2022-04-01 17:06:07 main:574] : INFO : Epoch 1807 | loss: 0.0312227 | val_loss: 0.0312314 | Time: 4134.31 ms
[2022-04-01 17:06:11 main:574] : INFO : Epoch 1808 | loss: 0.0312246 | val_loss: 0.0312322 | Time: 4057.4 ms
[2022-04-01 17:06:15 main:574] : INFO : Epoch 1809 | loss: 0.0312253 | val_loss: 0.0312304 | Time: 3850.93 ms
[2022-04-01 17:06:19 main:574] : INFO : Epoch 1810 | loss: 0.0312273 | val_loss: 0.0312313 | Time: 3726.47 ms
[2022-04-01 17:06:23 main:574] : INFO : Epoch 1811 | loss: 0.031225 | val_loss: 0.0312305 | Time: 3947.9 ms
[2022-04-01 17:06:27 main:574] : INFO : Epoch 1812 | loss: 0.0312265 | val_loss: 0.0312322 | Time: 4041.84 ms
[2022-04-01 17:06:31 main:574] : INFO : Epoch 1813 | loss: 0.031228 | val_loss: 0.0312321 | Time: 4212.51 ms
[2022-04-01 17:06:35 main:574] : INFO : Epoch 1814 | loss: 0.0312294 | val_loss: 0.0312373 | Time: 3925.52 ms
[2022-04-01 17:06:39 main:574] : INFO : Epoch 1815 | loss: 0.0312259 | val_loss: 0.031231 | Time: 4075.11 ms
[2022-04-01 17:06:43 main:574] : INFO : Epoch 1816 | loss: 0.031226 | val_loss: 0.0312317 | Time: 4091.1 ms
[2022-04-01 17:06:47 main:574] : INFO : Epoch 1817 | loss: 0.0312229 | val_loss: 0.0312337 | Time: 3806.66 ms
[2022-04-01 17:06:51 main:574] : INFO : Epoch 1818 | loss: 0.0312246 | val_loss: 0.0312327 | Time: 3771.23 ms
[2022-04-01 17:06:55 main:574] : INFO : Epoch 1819 | loss: 0.0312239 | val_loss: 0.0312316 | Time: 4038.9 ms
[2022-04-01 17:06:59 main:574] : INFO : Epoch 1820 | loss: 0.0312233 | val_loss: 0.0312311 | Time: 4069.62 ms
[2022-04-01 17:07:03 main:574] : INFO : Epoch 1821 | loss: 0.0312239 | val_loss: 0.0312308 | Time: 3685.88 ms
[2022-04-01 17:07:06 main:574] : INFO : Epoch 1822 | loss: 0.0312223 | val_loss: 0.0312324 | Time: 3681.9 ms
[2022-04-01 17:07:10 main:574] : INFO : Epoch 1823 | loss: 0.0312246 | val_loss: 0.0312316 | Time: 3813 ms
[2022-04-01 17:07:14 main:574] : INFO : Epoch 1824 | loss: 0.0312247 | val_loss: 0.0312338 | Time: 4011.39 ms
[2022-04-01 17:07:18 main:574] : INFO : Epoch 1825 | loss: 0.0312258 | val_loss: 0.031235 | Time: 4109.45 ms
[2022-04-01 17:07:22 main:574] : INFO : Epoch 1826 | loss: 0.0312236 | val_loss: 0.0312323 | Time: 3978.18 ms
[2022-04-01 17:07:26 main:574] : INFO : Epoch 1827 | loss: 0.0312246 | val_loss: 0.0312312 | Time: 3755.36 ms
[2022-04-01 17:07:30 main:574] : INFO : Epoch 1828 | loss: 0.0312232 | val_loss: 0.031232 | Time: 3777.24 ms
[2022-04-01 17:07:34 main:574] : INFO : Epoch 1829 | loss: 0.0312231 | val_loss: 0.0312383 | Time: 3726.95 ms
[2022-04-01 17:07:37 main:574] : INFO : Epoch 1830 | loss: 0.0312292 | val_loss: 0.0312331 | Time: 3726.76 ms
[2022-04-01 17:07:41 main:574] : INFO : Epoch 1831 | loss: 0.0312238 | val_loss: 0.0312322 | Time: 3839.37 ms
[2022-04-01 17:07:45 main:574] : INFO : Epoch 1832 | loss: 0.0312239 | val_loss: 0.031242 | Time: 3912.49 ms
[2022-04-01 17:07:49 main:574] : INFO : Epoch 1833 | loss: 0.0312268 | val_loss: 0.0312314 | Time: 3877.15 ms
[2022-04-01 17:07:53 main:574] : INFO : Epoch 1834 | loss: 0.0312249 | val_loss: 0.0312311 | Time: 3746.48 ms
[2022-04-01 17:07:57 main:574] : INFO : Epoch 1835 | loss: 0.0312223 | val_loss: 0.0312314 | Time: 3847.43 ms
[2022-04-01 17:08:01 main:574] : INFO : Epoch 1836 | loss: 0.0312226 | val_loss: 0.0312316 | Time: 4249.18 ms
[2022-04-01 17:08:05 main:574] : INFO : Epoch 1837 | loss: 0.0312239 | val_loss: 0.0312357 | Time: 4025.28 ms
[2022-04-01 17:08:09 main:574] : INFO : Epoch 1838 | loss: 0.0312253 | val_loss: 0.0312341 | Time: 4100.76 ms
[2022-04-01 17:08:13 main:574] : INFO : Epoch 1839 | loss: 0.0312227 | val_loss: 0.0312348 | Time: 4134.95 ms
[2022-04-01 17:08:17 main:574] : INFO : Epoch 1840 | loss: 0.0312224 | val_loss: 0.0312304 | Time: 4029.78 ms
[2022-04-01 17:08:21 main:574] : INFO : Epoch 1841 | loss: 0.0312225 | val_loss: 0.0312309 | Time: 4098.17 ms
[2022-04-01 17:08:25 main:574] : INFO : Epoch 1842 | loss: 0.0312215 | val_loss: 0.0312375 | Time: 4055 ms
[2022-04-01 17:08:29 main:574] : INFO : Epoch 1843 | loss: 0.0312236 | val_loss: 0.0312377 | Time: 4072.03 ms
[2022-04-01 17:08:34 main:574] : INFO : Epoch 1844 | loss: 0.0312231 | val_loss: 0.0312351 | Time: 4144.66 ms
[2022-04-01 17:08:38 main:574] : INFO : Epoch 1845 | loss: 0.0312239 | val_loss: 0.0312333 | Time: 4209.72 ms
[2022-04-01 17:08:42 main:574] : INFO : Epoch 1846 | loss: 0.031222 | val_loss: 0.0312317 | Time: 4074.79 ms
[2022-04-01 17:08:46 main:574] : INFO : Epoch 1847 | loss: 0.0312214 | val_loss: 0.0312324 | Time: 4064.93 ms
[2022-04-01 17:08:50 main:574] : INFO : Epoch 1848 | loss: 0.0312213 | val_loss: 0.0312325 | Time: 4194.76 ms
[2022-04-01 17:08:54 main:574] : INFO : Epoch 1849 | loss: 0.0312211 | val_loss: 0.0312333 | Time: 4084 ms
[2022-04-01 17:08:59 main:574] : INFO : Epoch 1850 | loss: 0.031221 | val_loss: 0.0312303 | Time: 4417.9 ms
[2022-04-01 17:09:03 main:574] : INFO : Epoch 1851 | loss: 0.0312212 | val_loss: 0.0312318 | Time: 4135.9 ms
[2022-04-01 17:09:07 main:574] : INFO : Epoch 1852 | loss: 0.0312214 | val_loss: 0.0312313 | Time: 4090.76 ms
[2022-04-01 17:09:11 main:574] : INFO : Epoch 1853 | loss: 0.0312212 | val_loss: 0.0312312 | Time: 3904.22 ms
[2022-04-01 17:09:15 main:574] : INFO : Epoch 1854 | loss: 0.0312217 | val_loss: 0.0312309 | Time: 3781.37 ms
[2022-04-01 17:09:18 main:574] : INFO : Epoch 1855 | loss: 0.0312208 | val_loss: 0.0312319 | Time: 3928.29 ms
[2022-04-01 17:09:22 main:574] : INFO : Epoch 1856 | loss: 0.0312239 | val_loss: 0.0312305 | Time: 3804.82 ms
[2022-04-01 17:09:26 main:574] : INFO : Epoch 1857 | loss: 0.0312269 | val_loss: 0.0312326 | Time: 3946.48 ms
[2022-04-01 17:09:30 main:574] : INFO : Epoch 1858 | loss: 0.0312241 | val_loss: 0.0312314 | Time: 3767.58 ms
[2022-04-01 17:09:34 main:574] : INFO : Epoch 1859 | loss: 0.0312221 | val_loss: 0.0312313 | Time: 3756.31 ms
[2022-04-01 17:09:38 main:574] : INFO : Epoch 1860 | loss: 0.0312231 | val_loss: 0.0312305 | Time: 3813.7 ms
[2022-04-01 17:09:41 main:574] : INFO : Epoch 1861 | loss: 0.0312239 | val_loss: 0.0312317 | Time: 3779.08 ms
[2022-04-01 17:09:45 main:574] : INFO : Epoch 1862 | loss: 0.0312232 | val_loss: 0.0312323 | Time: 3875.34 ms
[2022-04-01 17:09:49 main:574] : INFO : Epoch 1863 | loss: 0.0312217 | val_loss: 0.0312323 | Time: 3956.12 ms
[2022-04-01 17:09:53 main:574] : INFO : Epoch 1864 | loss: 0.0312222 | val_loss: 0.0312322 | Time: 3869.85 ms
[2022-04-01 17:09:57 main:574] : INFO : Epoch 1865 | loss: 0.0312237 | val_loss: 0.0312347 | Time: 3909.07 ms
[2022-04-01 17:10:01 main:574] : INFO : Epoch 1866 | loss: 0.0312262 | val_loss: 0.0312326 | Time: 3973.66 ms
[2022-04-01 17:10:05 main:574] : INFO : Epoch 1867 | loss: 0.0312241 | val_loss: 0.0312324 | Time: 4029.31 ms
[2022-04-01 17:10:09 main:574] : INFO : Epoch 1868 | loss: 0.0312243 | val_loss: 0.0312332 | Time: 4041.69 ms
[2022-04-01 17:10:13 main:574] : INFO : Epoch 1869 | loss: 0.0312238 | val_loss: 0.03123 | Time: 4190.99 ms
[2022-04-01 17:10:17 main:574] : INFO : Epoch 1870 | loss: 0.031223 | val_loss: 0.0312302 | Time: 4265.44 ms
[2022-04-01 17:10:22 main:574] : INFO : Epoch 1871 | loss: 0.0312228 | val_loss: 0.0312364 | Time: 4107.92 ms
[2022-04-01 17:10:26 main:574] : INFO : Epoch 1872 | loss: 0.0312252 | val_loss: 0.0312369 | Time: 4081.54 ms
[2022-04-01 17:10:30 main:574] : INFO : Epoch 1873 | loss: 0.0312297 | val_loss: 0.0312414 | Time: 4067.7 ms
[2022-04-01 17:10:34 main:574] : INFO : Epoch 1874 | loss: 0.0312249 | val_loss: 0.0312318 | Time: 4219.02 ms
[2022-04-01 17:10:38 main:574] : INFO : Epoch 1875 | loss: 0.0312236 | val_loss: 0.0312329 | Time: 4136.47 ms
[2022-04-01 17:10:42 main:574] : INFO : Epoch 1876 | loss: 0.0312245 | val_loss: 0.0312346 | Time: 4125.58 ms
[2022-04-01 17:10:46 main:574] : INFO : Epoch 1877 | loss: 0.0312257 | val_loss: 0.0312322 | Time: 4093.16 ms
[2022-04-01 17:10:50 main:574] : INFO : Epoch 1878 | loss: 0.031224 | val_loss: 0.0312334 | Time: 4137.19 ms
[2022-04-01 17:10:55 main:574] : INFO : Epoch 1879 | loss: 0.0312225 | val_loss: 0.0312322 | Time: 4110.68 ms
[2022-04-01 17:10:59 main:574] : INFO : Epoch 1880 | loss: 0.0312224 | val_loss: 0.0312309 | Time: 4147.23 ms
[2022-04-01 17:11:03 main:574] : INFO : Epoch 1881 | loss: 0.0312232 | val_loss: 0.0312307 | Time: 3959.82 ms
[2022-04-01 17:11:06 main:574] : INFO : Epoch 1882 | loss: 0.0312245 | val_loss: 0.0312295 | Time: 3715.75 ms
[2022-04-01 17:11:10 main:574] : INFO : Epoch 1883 | loss: 0.0312243 | val_loss: 0.0312305 | Time: 3832.58 ms
[2022-04-01 17:11:14 main:574] : INFO : Epoch 1884 | loss: 0.0312217 | val_loss: 0.0312318 | Time: 3677.12 ms
[2022-04-01 17:11:18 main:574] : INFO : Epoch 1885 | loss: 0.0312223 | val_loss: 0.0312314 | Time: 3744.34 ms
[2022-04-01 17:11:21 main:574] : INFO : Epoch 1886 | loss: 0.0312244 | val_loss: 0.0312316 | Time: 3695.62 ms
[2022-04-01 17:11:25 main:574] : INFO : Epoch 1887 | loss: 0.0312276 | val_loss: 0.0312305 | Time: 3845.2 ms
[2022-04-01 17:11:29 main:574] : INFO : Epoch 1888 | loss: 0.0312254 | val_loss: 0.0312314 | Time: 3989.13 ms
[2022-04-01 17:11:33 main:574] : INFO : Epoch 1889 | loss: 0.0312244 | val_loss: 0.0312318 | Time: 3903.85 ms
[2022-04-01 17:11:37 main:574] : INFO : Epoch 1890 | loss: 0.0312272 | val_loss: 0.0312321 | Time: 3815.55 ms
[2022-04-01 17:11:41 main:574] : INFO : Epoch 1891 | loss: 0.0312255 | val_loss: 0.0312313 | Time: 3808.79 ms
[2022-04-01 17:11:45 main:574] : INFO : Epoch 1892 | loss: 0.0312237 | val_loss: 0.031229 | Time: 3724.89 ms
[2022-04-01 17:11:48 main:574] : INFO : Epoch 1893 | loss: 0.0312225 | val_loss: 0.0312288 | Time: 3920.46 ms
[2022-04-01 17:11:52 main:574] : INFO : Epoch 1894 | loss: 0.0312228 | val_loss: 0.0312311 | Time: 4029.78 ms
[2022-04-01 17:11:57 main:574] : INFO : Epoch 1895 | loss: 0.031226 | val_loss: 0.0312304 | Time: 4166.74 ms
[2022-04-01 17:12:01 main:574] : INFO : Epoch 1896 | loss: 0.0312241 | val_loss: 0.0312325 | Time: 4027.8 ms
[2022-04-01 17:12:05 main:574] : INFO : Epoch 1897 | loss: 0.0312248 | val_loss: 0.031235 | Time: 4110.71 ms
[2022-04-01 17:12:09 main:574] : INFO : Epoch 1898 | loss: 0.031225 | val_loss: 0.0312291 | Time: 4125.26 ms
[2022-04-01 17:12:13 main:574] : INFO : Epoch 1899 | loss: 0.0312248 | val_loss: 0.0312296 | Time: 4093.51 ms
[2022-04-01 17:12:17 main:574] : INFO : Epoch 1900 | loss: 0.0312227 | val_loss: 0.0312306 | Time: 4169.77 ms
[2022-04-01 17:12:21 main:574] : INFO : Epoch 1901 | loss: 0.0312231 | val_loss: 0.0312317 | Time: 4117.78 ms
[2022-04-01 17:12:25 main:574] : INFO : Epoch 1902 | loss: 0.0312238 | val_loss: 0.0312325 | Time: 4105.76 ms
[2022-04-01 17:12:30 main:574] : INFO : Epoch 1903 | loss: 0.0312234 | val_loss: 0.0312292 | Time: 4116.8 ms
[2022-04-01 17:12:34 main:574] : INFO : Epoch 1904 | loss: 0.0312254 | val_loss: 0.0312297 | Time: 4078.18 ms
[2022-04-01 17:12:38 main:574] : INFO : Epoch 1905 | loss: 0.0312249 | val_loss: 0.0312288 | Time: 4088.74 ms
[2022-04-01 17:12:42 main:574] : INFO : Epoch 1906 | loss: 0.0312245 | val_loss: 0.0312319 | Time: 4156.65 ms
[2022-04-01 17:12:46 main:574] : INFO : Epoch 1907 | loss: 0.0312229 | val_loss: 0.0312312 | Time: 4216.29 ms
[2022-04-01 17:12:50 main:574] : INFO : Epoch 1908 | loss: 0.031223 | val_loss: 0.0312309 | Time: 4151.05 ms
[2022-04-01 17:12:54 main:574] : INFO : Epoch 1909 | loss: 0.0312223 | val_loss: 0.0312294 | Time: 4017.29 ms
[2022-04-01 17:12:58 main:574] : INFO : Epoch 1910 | loss: 0.0312207 | val_loss: 0.0312287 | Time: 3834.23 ms
[2022-04-01 17:13:02 main:574] : INFO : Epoch 1911 | loss: 0.0312211 | val_loss: 0.0312285 | Time: 3855.56 ms
[2022-04-01 17:13:06 main:574] : INFO : Epoch 1912 | loss: 0.0312254 | val_loss: 0.0312492 | Time: 3867.31 ms
[2022-04-01 17:13:10 main:574] : INFO : Epoch 1913 | loss: 0.0312284 | val_loss: 0.0312301 | Time: 3902.65 ms
[2022-04-01 17:13:14 main:574] : INFO : Epoch 1914 | loss: 0.031222 | val_loss: 0.0312284 | Time: 3913.36 ms
[2022-04-01 17:13:17 main:574] : INFO : Epoch 1915 | loss: 0.0312218 | val_loss: 0.0312278 | Time: 3779.85 ms
[2022-04-01 17:13:21 main:574] : INFO : Epoch 1916 | loss: 0.0312211 | val_loss: 0.0312275 | Time: 3857.63 ms
[2022-04-01 17:13:25 main:574] : INFO : Epoch 1917 | loss: 0.03122 | val_loss: 0.0312278 | Time: 3849.23 ms
[2022-04-01 17:13:29 main:574] : INFO : Epoch 1918 | loss: 0.0312201 | val_loss: 0.0312288 | Time: 3805.69 ms
[2022-04-01 17:13:33 main:574] : INFO : Epoch 1919 | loss: 0.0312211 | val_loss: 0.0312329 | Time: 3937.19 ms
[2022-04-01 17:13:37 main:574] : INFO : Epoch 1920 | loss: 0.0312218 | val_loss: 0.0312374 | Time: 3967.88 ms
[2022-04-01 17:13:41 main:574] : INFO : Epoch 1921 | loss: 0.0312257 | val_loss: 0.0312325 | Time: 3827.82 ms
[2022-04-01 17:13:45 main:574] : INFO : Epoch 1922 | loss: 0.0312221 | val_loss: 0.0312273 | Time: 3958.98 ms
[2022-04-01 17:13:49 main:574] : INFO : Epoch 1923 | loss: 0.0312205 | val_loss: 0.0312291 | Time: 3997.77 ms
[2022-04-01 17:13:53 main:574] : INFO : Epoch 1924 | loss: 0.0312215 | val_loss: 0.0312329 | Time: 3955.42 ms
[2022-04-01 17:13:57 main:574] : INFO : Epoch 1925 | loss: 0.031224 | val_loss: 0.03123 | Time: 4058.42 ms
[2022-04-01 17:14:01 main:574] : INFO : Epoch 1926 | loss: 0.0312252 | val_loss: 0.0312399 | Time: 4151.85 ms
[2022-04-01 17:14:05 main:574] : INFO : Epoch 1927 | loss: 0.0312243 | val_loss: 0.0312272 | Time: 4134.25 ms
[2022-04-01 17:14:09 main:574] : INFO : Epoch 1928 | loss: 0.0312209 | val_loss: 0.0312287 | Time: 4062.1 ms
[2022-04-01 17:14:13 main:574] : INFO : Epoch 1929 | loss: 0.031222 | val_loss: 0.0312278 | Time: 4049.81 ms
[2022-04-01 17:14:17 main:574] : INFO : Epoch 1930 | loss: 0.0312208 | val_loss: 0.0312293 | Time: 4127.33 ms
[2022-04-01 17:14:21 main:574] : INFO : Epoch 1931 | loss: 0.0312203 | val_loss: 0.0312313 | Time: 4065.61 ms
[2022-04-01 17:14:25 main:574] : INFO : Epoch 1932 | loss: 0.0312216 | val_loss: 0.0312269 | Time: 4060.57 ms
[2022-04-01 17:14:30 main:574] : INFO : Epoch 1933 | loss: 0.0312214 | val_loss: 0.0312301 | Time: 4136.2 ms
[2022-04-01 17:14:34 main:574] : INFO : Epoch 1934 | loss: 0.0312226 | val_loss: 0.0312302 | Time: 4123.64 ms
[2022-04-01 17:14:38 main:574] : INFO : Epoch 1935 | loss: 0.0312211 | val_loss: 0.0312276 | Time: 4225.83 ms
[2022-04-01 17:14:42 main:574] : INFO : Epoch 1936 | loss: 0.0312231 | val_loss: 0.0312269 | Time: 4137.6 ms
[2022-04-01 17:14:46 main:574] : INFO : Epoch 1937 | loss: 0.0312211 | val_loss: 0.0312282 | Time: 4097.04 ms
[2022-04-01 17:14:50 main:574] : INFO : Epoch 1938 | loss: 0.0312207 | val_loss: 0.0312309 | Time: 3884 ms
[2022-04-01 17:14:54 main:574] : INFO : Epoch 1939 | loss: 0.0312209 | val_loss: 0.0312286 | Time: 3757.54 ms
[2022-04-01 17:14:58 main:574] : INFO : Epoch 1940 | loss: 0.0312224 | val_loss: 0.0312366 | Time: 3834.39 ms
[2022-04-01 17:15:02 main:574] : INFO : Epoch 1941 | loss: 0.0312223 | val_loss: 0.0312281 | Time: 3945.99 ms
[2022-04-01 17:15:05 main:574] : INFO : Epoch 1942 | loss: 0.0312212 | val_loss: 0.0312278 | Time: 3870.09 ms
[2022-04-01 17:15:09 main:574] : INFO : Epoch 1943 | loss: 0.0312225 | val_loss: 0.0312336 | Time: 3736.7 ms
[2022-04-01 17:15:13 main:574] : INFO : Epoch 1944 | loss: 0.0312225 | val_loss: 0.0312287 | Time: 3730.08 ms
[2022-04-01 17:15:17 main:574] : INFO : Epoch 1945 | loss: 0.0312208 | val_loss: 0.031228 | Time: 3813.44 ms
[2022-04-01 17:15:21 main:574] : INFO : Epoch 1946 | loss: 0.0312202 | val_loss: 0.0312279 | Time: 3868.96 ms
[2022-04-01 17:15:25 main:574] : INFO : Epoch 1947 | loss: 0.0312205 | val_loss: 0.0312283 | Time: 3924.06 ms
[2022-04-01 17:15:29 main:574] : INFO : Epoch 1948 | loss: 0.0312218 | val_loss: 0.0312275 | Time: 3988.12 ms
[2022-04-01 17:15:32 main:574] : INFO : Epoch 1949 | loss: 0.0312219 | val_loss: 0.0312283 | Time: 3798.16 ms
[2022-04-01 17:15:36 main:574] : INFO : Epoch 1950 | loss: 0.0312207 | val_loss: 0.0312272 | Time: 3713.27 ms
[2022-04-01 17:15:40 main:574] : INFO : Epoch 1951 | loss: 0.0312202 | val_loss: 0.0312275 | Time: 3864.22 ms
[2022-04-01 17:15:44 main:574] : INFO : Epoch 1952 | loss: 0.031223 | val_loss: 0.0312301 | Time: 3992.5 ms
[2022-04-01 17:15:48 main:574] : INFO : Epoch 1953 | loss: 0.0312216 | val_loss: 0.0312302 | Time: 4000.92 ms
[2022-04-01 17:15:52 main:574] : INFO : Epoch 1954 | loss: 0.0312221 | val_loss: 0.0312272 | Time: 4127.73 ms
[2022-04-01 17:15:56 main:574] : INFO : Epoch 1955 | loss: 0.031221 | val_loss: 0.0312267 | Time: 4107.14 ms
[2022-04-01 17:16:00 main:574] : INFO : Epoch 1956 | loss: 0.0312209 | val_loss: 0.0312285 | Time: 4115.33 ms
[2022-04-01 17:16:04 main:574] : INFO : Epoch 1957 | loss: 0.0312209 | val_loss: 0.0312273 | Time: 4032.32 ms
[2022-04-01 17:16:08 main:574] : INFO : Epoch 1958 | loss: 0.0312233 | val_loss: 0.0312333 | Time: 4084.55 ms
[2022-04-01 17:16:13 main:574] : INFO : Epoch 1959 | loss: 0.0312232 | val_loss: 0.0312342 | Time: 4086.33 ms
[2022-04-01 17:16:17 main:574] : INFO : Epoch 1960 | loss: 0.0312212 | val_loss: 0.031229 | Time: 4231.81 ms
[2022-04-01 17:16:21 main:574] : INFO : Epoch 1961 | loss: 0.0312195 | val_loss: 0.0312277 | Time: 4190.85 ms
[2022-04-01 17:16:25 main:574] : INFO : Epoch 1962 | loss: 0.0312198 | val_loss: 0.0312275 | Time: 4173.02 ms
[2022-04-01 17:16:29 main:574] : INFO : Epoch 1963 | loss: 0.0312193 | val_loss: 0.031228 | Time: 4118.24 ms
[2022-04-01 17:16:33 main:574] : INFO : Epoch 1964 | loss: 0.0312197 | val_loss: 0.0312285 | Time: 4126.49 ms
[2022-04-01 17:16:38 main:574] : INFO : Epoch 1965 | loss: 0.0312205 | val_loss: 0.03123 | Time: 4134.49 ms
[2022-04-01 17:16:42 main:574] : INFO : Epoch 1966 | loss: 0.0312206 | val_loss: 0.0312274 | Time: 4166 ms
[2022-04-01 17:16:46 main:574] : INFO : Epoch 1967 | loss: 0.0312194 | val_loss: 0.0312334 | Time: 4125.42 ms
[2022-04-01 17:16:50 main:574] : INFO : Epoch 1968 | loss: 0.0312207 | val_loss: 0.0312281 | Time: 3753.57 ms
[2022-04-01 17:16:54 main:574] : INFO : Epoch 1969 | loss: 0.0312201 | val_loss: 0.0312276 | Time: 3911.73 ms
[2022-04-01 17:16:57 main:574] : INFO : Epoch 1970 | loss: 0.0312195 | val_loss: 0.0312276 | Time: 3711.4 ms
[2022-04-01 17:17:01 main:574] : INFO : Epoch 1971 | loss: 0.0312197 | val_loss: 0.0312298 | Time: 4136.02 ms
[2022-04-01 17:17:05 main:574] : INFO : Epoch 1972 | loss: 0.0312205 | val_loss: 0.0312283 | Time: 3765.27 ms
[2022-04-01 17:17:09 main:574] : INFO : Epoch 1973 | loss: 0.0312194 | val_loss: 0.0312281 | Time: 3769.48 ms
[2022-04-01 17:17:13 main:574] : INFO : Epoch 1974 | loss: 0.0312192 | val_loss: 0.0312274 | Time: 3921.7 ms
[2022-04-01 17:17:17 main:574] : INFO : Epoch 1975 | loss: 0.0312197 | val_loss: 0.0312277 | Time: 3893.91 ms
[2022-04-01 17:17:21 main:574] : INFO : Epoch 1976 | loss: 0.0312213 | val_loss: 0.0312307 | Time: 3896.16 ms
[2022-04-01 17:17:25 main:574] : INFO : Epoch 1977 | loss: 0.0312204 | val_loss: 0.0312284 | Time: 3927.95 ms
[2022-04-01 17:17:28 main:574] : INFO : Epoch 1978 | loss: 0.0312221 | val_loss: 0.0312284 | Time: 3776.44 ms
[2022-04-01 17:17:32 main:574] : INFO : Epoch 1979 | loss: 0.0312207 | val_loss: 0.0312314 | Time: 4106.19 ms
[2022-04-01 17:17:36 main:574] : INFO : Epoch 1980 | loss: 0.0312234 | val_loss: 0.0312271 | Time: 3834.3 ms
[2022-04-01 17:17:40 main:574] : INFO : Epoch 1981 | loss: 0.0312199 | val_loss: 0.0312309 | Time: 4025.16 ms
[2022-04-01 17:17:44 main:574] : INFO : Epoch 1982 | loss: 0.0312204 | val_loss: 0.0312286 | Time: 4154.97 ms
[2022-04-01 17:17:49 main:574] : INFO : Epoch 1983 | loss: 0.0312197 | val_loss: 0.0312288 | Time: 4185.46 ms
[2022-04-01 17:17:53 main:574] : INFO : Epoch 1984 | loss: 0.0312205 | val_loss: 0.0312347 | Time: 3899.55 ms
[2022-04-01 17:17:56 main:574] : INFO : Epoch 1985 | loss: 0.0312222 | val_loss: 0.0312288 | Time: 3897.49 ms
[2022-04-01 17:18:00 main:574] : INFO : Epoch 1986 | loss: 0.0312189 | val_loss: 0.031228 | Time: 3839.51 ms
[2022-04-01 17:18:04 main:574] : INFO : Epoch 1987 | loss: 0.0312228 | val_loss: 0.0312306 | Time: 3764.88 ms
[2022-04-01 17:18:08 main:574] : INFO : Epoch 1988 | loss: 0.0312258 | val_loss: 0.0312343 | Time: 3778.3 ms
[2022-04-01 17:18:12 main:574] : INFO : Epoch 1989 | loss: 0.0312218 | val_loss: 0.0312304 | Time: 3749.01 ms
[2022-04-01 17:18:15 main:574] : INFO : Epoch 1990 | loss: 0.0312218 | val_loss: 0.0312281 | Time: 3742.11 ms
[2022-04-01 17:18:19 main:574] : INFO : Epoch 1991 | loss: 0.0312191 | val_loss: 0.0312277 | Time: 3776.11 ms
[2022-04-01 17:18:23 main:574] : INFO : Epoch 1992 | loss: 0.0312186 | val_loss: 0.0312304 | Time: 3922.27 ms
[2022-04-01 17:18:27 main:574] : INFO : Epoch 1993 | loss: 0.0312198 | val_loss: 0.0312293 | Time: 4061.87 ms
[2022-04-01 17:18:31 main:574] : INFO : Epoch 1994 | loss: 0.0312202 | val_loss: 0.0312272 | Time: 3734.43 ms
[2022-04-01 17:18:35 main:574] : INFO : Epoch 1995 | loss: 0.031221 | val_loss: 0.0312293 | Time: 3795.89 ms
[2022-04-01 17:18:38 main:574] : INFO : Epoch 1996 | loss: 0.0312238 | val_loss: 0.031228 | Time: 3784.25 ms
[2022-04-01 17:18:43 main:574] : INFO : Epoch 1997 | loss: 0.0312207 | val_loss: 0.0312282 | Time: 4300.33 ms
[2022-04-01 17:18:47 main:574] : INFO : Epoch 1998 | loss: 0.0312191 | val_loss: 0.0312301 | Time: 4182.91 ms
[2022-04-01 17:18:51 main:574] : INFO : Epoch 1999 | loss: 0.0312199 | val_loss: 0.0312293 | Time: 4220.32 ms
[2022-04-01 17:18:55 main:574] : INFO : Epoch 2000 | loss: 0.031219 | val_loss: 0.0312292 | Time: 3997.77 ms
[2022-04-01 17:18:59 main:574] : INFO : Epoch 2001 | loss: 0.0312211 | val_loss: 0.031227 | Time: 4048.14 ms
[2022-04-01 17:19:03 main:574] : INFO : Epoch 2002 | loss: 0.0312199 | val_loss: 0.031229 | Time: 4028.87 ms
[2022-04-01 17:19:07 main:574] : INFO : Epoch 2003 | loss: 0.0312201 | val_loss: 0.0312288 | Time: 4123.04 ms
[2022-04-01 17:19:12 main:574] : INFO : Epoch 2004 | loss: 0.0312219 | val_loss: 0.0312265 | Time: 4178.89 ms
[2022-04-01 17:19:16 main:574] : INFO : Epoch 2005 | loss: 0.0312218 | val_loss: 0.0312266 | Time: 4229.61 ms
[2022-04-01 17:19:20 main:574] : INFO : Epoch 2006 | loss: 0.0312206 | val_loss: 0.0312295 | Time: 4106.11 ms
[2022-04-01 17:19:24 main:574] : INFO : Epoch 2007 | loss: 0.0312213 | val_loss: 0.0312274 | Time: 4043.78 ms
[2022-04-01 17:19:28 main:574] : INFO : Epoch 2008 | loss: 0.0312214 | val_loss: 0.0312322 | Time: 4062.27 ms
[2022-04-01 17:19:32 main:574] : INFO : Epoch 2009 | loss: 0.0312199 | val_loss: 0.0312281 | Time: 4056.49 ms
[2022-04-01 17:19:36 main:574] : INFO : Epoch 2010 | loss: 0.0312198 | val_loss: 0.0312279 | Time: 4255.75 ms
[2022-04-01 17:19:41 main:574] : INFO : Epoch 2011 | loss: 0.0312219 | val_loss: 0.0312328 | Time: 4320.25 ms
[2022-04-01 17:19:45 main:574] : INFO : Epoch 2012 | loss: 0.0312224 | val_loss: 0.0312278 | Time: 4188.76 ms
[2022-04-01 17:19:49 main:574] : INFO : Epoch 2013 | loss: 0.0312201 | val_loss: 0.0312296 | Time: 4255.01 ms
[2022-04-01 17:19:53 main:574] : INFO : Epoch 2014 | loss: 0.0312201 | val_loss: 0.0312296 | Time: 4004.08 ms
[2022-04-01 17:19:57 main:574] : INFO : Epoch 2015 | loss: 0.0312208 | val_loss: 0.0312276 | Time: 3887.91 ms
[2022-04-01 17:20:01 main:574] : INFO : Epoch 2016 | loss: 0.0312198 | val_loss: 0.0312293 | Time: 3899.67 ms
[2022-04-01 17:20:05 main:574] : INFO : Epoch 2017 | loss: 0.0312195 | val_loss: 0.0312291 | Time: 3869.08 ms
[2022-04-01 17:20:09 main:574] : INFO : Epoch 2018 | loss: 0.0312199 | val_loss: 0.0312289 | Time: 3911.68 ms
[2022-04-01 17:20:12 main:574] : INFO : Epoch 2019 | loss: 0.0312222 | val_loss: 0.0312285 | Time: 3783.09 ms
[2022-04-01 17:20:16 main:574] : INFO : Epoch 2020 | loss: 0.0312212 | val_loss: 0.0312284 | Time: 3722.12 ms
[2022-04-01 17:20:20 main:574] : INFO : Epoch 2021 | loss: 0.0312212 | val_loss: 0.0312294 | Time: 3762.74 ms
[2022-04-01 17:20:24 main:574] : INFO : Epoch 2022 | loss: 0.0312194 | val_loss: 0.0312274 | Time: 3773.89 ms
[2022-04-01 17:20:28 main:574] : INFO : Epoch 2023 | loss: 0.0312196 | val_loss: 0.0312279 | Time: 3927.47 ms
[2022-04-01 17:20:32 main:574] : INFO : Epoch 2024 | loss: 0.0312193 | val_loss: 0.0312282 | Time: 3945.25 ms
[2022-04-01 17:20:35 main:574] : INFO : Epoch 2025 | loss: 0.0312227 | val_loss: 0.031231 | Time: 3786.72 ms
[2022-04-01 17:20:39 main:574] : INFO : Epoch 2026 | loss: 0.031221 | val_loss: 0.0312289 | Time: 3741.02 ms
[2022-04-01 17:20:43 main:574] : INFO : Epoch 2027 | loss: 0.0312204 | val_loss: 0.031227 | Time: 3783.89 ms
[2022-04-01 17:20:47 main:574] : INFO : Epoch 2028 | loss: 0.0312202 | val_loss: 0.0312273 | Time: 3976.39 ms
[2022-04-01 17:20:51 main:574] : INFO : Epoch 2029 | loss: 0.03122 | val_loss: 0.0312284 | Time: 4119.49 ms
[2022-04-01 17:20:55 main:574] : INFO : Epoch 2030 | loss: 0.0312212 | val_loss: 0.0312286 | Time: 4164.65 ms
[2022-04-01 17:20:59 main:574] : INFO : Epoch 2031 | loss: 0.0312216 | val_loss: 0.0312292 | Time: 4085.3 ms
[2022-04-01 17:21:03 main:574] : INFO : Epoch 2032 | loss: 0.0312212 | val_loss: 0.0312284 | Time: 4100.77 ms
[2022-04-01 17:21:08 main:574] : INFO : Epoch 2033 | loss: 0.03122 | val_loss: 0.0312274 | Time: 4061.94 ms
[2022-04-01 17:21:12 main:574] : INFO : Epoch 2034 | loss: 0.0312219 | val_loss: 0.0312288 | Time: 4093.41 ms
[2022-04-01 17:21:16 main:574] : INFO : Epoch 2035 | loss: 0.0312203 | val_loss: 0.0312294 | Time: 4253.93 ms
[2022-04-01 17:21:20 main:574] : INFO : Epoch 2036 | loss: 0.0312199 | val_loss: 0.0312277 | Time: 4310.83 ms
[2022-04-01 17:21:24 main:574] : INFO : Epoch 2037 | loss: 0.0312197 | val_loss: 0.0312285 | Time: 4188.84 ms
[2022-04-01 17:21:28 main:574] : INFO : Epoch 2038 | loss: 0.0312198 | val_loss: 0.031232 | Time: 4110.01 ms
[2022-04-01 17:21:33 main:574] : INFO : Epoch 2039 | loss: 0.0312219 | val_loss: 0.0312284 | Time: 4109.04 ms
[2022-04-01 17:21:37 main:574] : INFO : Epoch 2040 | loss: 0.0312205 | val_loss: 0.0312288 | Time: 4106.89 ms
[2022-04-01 17:21:41 main:574] : INFO : Epoch 2041 | loss: 0.0312199 | val_loss: 0.0312323 | Time: 4257.47 ms
[2022-04-01 17:21:45 main:574] : INFO : Epoch 2042 | loss: 0.031222 | val_loss: 0.0312285 | Time: 4220.67 ms
[2022-04-01 17:21:49 main:574] : INFO : Epoch 2043 | loss: 0.0312208 | val_loss: 0.0312299 | Time: 4045.02 ms
[2022-04-01 17:21:53 main:574] : INFO : Epoch 2044 | loss: 0.0312199 | val_loss: 0.0312282 | Time: 3843.7 ms
[2022-04-01 17:21:57 main:574] : INFO : Epoch 2045 | loss: 0.0312199 | val_loss: 0.0312292 | Time: 3955.2 ms
[2022-04-01 17:22:01 main:574] : INFO : Epoch 2046 | loss: 0.0312199 | val_loss: 0.0312319 | Time: 3804.66 ms
[2022-04-01 17:22:05 main:574] : INFO : Epoch 2047 | loss: 0.0312217 | val_loss: 0.0312302 | Time: 3804.47 ms
[2022-04-01 17:22:09 main:574] : INFO : Epoch 2048 | loss: 0.0312211 | val_loss: 0.0312288 | Time: 3959.5 ms
[2022-04-01 17:22:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312288
[2022-04-01 17:22:09 main:603] : INFO : Saving end state to config to file
[2022-04-01 17:22:09 main:608] : INFO : Success, exiting..
17:22:09 (23560): 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)