Task 6640923
| Name | ParityMachine-1627980711-24564-2_0 |
| Workunit | 4391175 |
| Created | 15 Aug 2021, 6:37:09 UTC |
| Sent | 20 Aug 2021, 9:33:14 UTC |
| Report deadline | 27 Aug 2021, 9:33:14 UTC |
| Received | 20 Aug 2021, 21:12:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 21 min 44 sec |
| CPU time | 2 hours 18 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1 main:574] : INFO : Epoch 1542 | loss: 0.0311256 | val_loss: 0.0311471 | Time: 4073.21 ms [2021-08-20 22:37:15 main:574] : INFO : Epoch 1543 | loss: 0.0311261 | val_loss: 0.0311484 | Time: 3993.21 ms [2021-08-20 22:37:19 main:574] : INFO : Epoch 1544 | loss: 0.031133 | val_loss: 0.0311528 | Time: 4063.76 ms [2021-08-20 22:37:23 main:574] : INFO : Epoch 1545 | loss: 0.0311452 | val_loss: 0.0311524 | Time: 4197.6 ms [2021-08-20 22:37:28 main:574] : INFO : Epoch 1546 | loss: 0.031142 | val_loss: 0.0311513 | Time: 4267.38 ms [2021-08-20 22:37:32 main:574] : INFO : Epoch 1547 | loss: 0.0311404 | val_loss: 0.0311525 | Time: 4136.77 ms [2021-08-20 22:37:36 main:574] : INFO : Epoch 1548 | loss: 0.0311385 | val_loss: 0.0311524 | Time: 4066.23 ms [2021-08-20 22:37:40 main:574] : INFO : Epoch 1549 | loss: 0.0311376 | val_loss: 0.0311508 | Time: 4107.86 ms [2021-08-20 22:37:44 main:574] : INFO : Epoch 1550 | loss: 0.0311362 | val_loss: 0.0311493 | Time: 4057.26 ms [2021-08-20 22:37:48 main:574] : INFO : Epoch 1551 | loss: 0.031136 | val_loss: 0.0311514 | Time: 4108.07 ms [2021-08-20 22:37:52 main:574] : INFO : Epoch 1552 | loss: 0.031135 | val_loss: 0.0311486 | Time: 4059.02 ms [2021-08-20 22:37:56 main:574] : INFO : Epoch 1553 | loss: 0.0311331 | val_loss: 0.031151 | Time: 4077.22 ms [2021-08-20 22:38:00 main:574] : INFO : Epoch 1554 | loss: 0.0311324 | val_loss: 0.0311515 | Time: 4042.37 ms [2021-08-20 22:38:04 main:574] : INFO : Epoch 1555 | loss: 0.0311328 | val_loss: 0.0311508 | Time: 4083.75 ms [2021-08-20 22:38:09 main:574] : INFO : Epoch 1556 | loss: 0.0311343 | val_loss: 0.031151 | Time: 4067.47 ms [2021-08-20 22:38:13 main:574] : INFO : Epoch 1557 | loss: 0.031134 | val_loss: 0.0311515 | Time: 4028.06 ms [2021-08-20 22:38:17 main:574] : INFO : Epoch 1558 | loss: 0.0311335 | val_loss: 0.0311511 | Time: 4038.56 ms [2021-08-20 22:38:21 main:574] : INFO : Epoch 1559 | loss: 0.031131 | val_loss: 0.0311529 | Time: 4040.14 ms [2021-08-20 22:38:25 main:574] : INFO : Epoch 1560 | loss: 0.0311314 | val_loss: 0.0311522 | Time: 4023.02 ms [2021-08-20 22:38:29 main:574] : INFO : Epoch 1561 | loss: 0.0311301 | val_loss: 0.0311511 | Time: 4161.31 ms [2021-08-20 22:38:33 main:574] : INFO : Epoch 1562 | loss: 0.0311304 | val_loss: 0.0311498 | Time: 4100.04 ms [2021-08-20 22:38:37 main:574] : INFO : Epoch 1563 | loss: 0.0311313 | val_loss: 0.0311512 | Time: 4061.07 ms [2021-08-20 22:38:41 main:574] : INFO : Epoch 1564 | loss: 0.0311312 | val_loss: 0.0311522 | Time: 4131.24 ms [2021-08-20 22:38:45 main:574] : INFO : Epoch 1565 | loss: 0.0311313 | val_loss: 0.0311519 | Time: 3972.96 ms [2021-08-20 22:38:49 main:574] : INFO : Epoch 1566 | loss: 0.0311292 | val_loss: 0.0311515 | Time: 4110.63 ms [2021-08-20 22:38:54 main:574] : INFO : Epoch 1567 | loss: 0.0311293 | val_loss: 0.0311509 | Time: 4175.58 ms [2021-08-20 22:38:58 main:574] : INFO : Epoch 1568 | loss: 0.0311295 | val_loss: 0.0311516 | Time: 4008.53 ms [2021-08-20 22:39:02 main:574] : INFO : Epoch 1569 | loss: 0.0311288 | val_loss: 0.0311524 | Time: 4135.91 ms [2021-08-20 22:39:06 main:574] : INFO : Epoch 1570 | loss: 0.0311281 | val_loss: 0.0311509 | Time: 4101.73 ms [2021-08-20 22:39:10 main:574] : INFO : Epoch 1571 | loss: 0.0311273 | val_loss: 0.0311507 | Time: 4116.28 ms [2021-08-20 22:39:14 main:574] : INFO : Epoch 1572 | loss: 0.0311267 | val_loss: 0.0311527 | Time: 4116.76 ms [2021-08-20 22:39:18 main:574] : INFO : Epoch 1573 | loss: 0.0311272 | val_loss: 0.0311536 | Time: 4113.79 ms [2021-08-20 22:39:23 main:574] : INFO : Epoch 1574 | loss: 0.0311284 | val_loss: 0.0311531 | Time: 4122.27 ms [2021-08-20 22:39:27 main:574] : INFO : Epoch 1575 | loss: 0.0311277 | val_loss: 0.0311509 | Time: 4075.76 ms [2021-08-20 22:39:31 main:574] : INFO : Epoch 1576 | loss: 0.0311267 | val_loss: 0.0311523 | Time: 4130.18 ms [2021-08-20 22:39:35 main:574] : INFO : Epoch 1577 | loss: 0.0311264 | val_loss: 0.0311533 | Time: 4067.9 ms [2021-08-20 22:39:39 main:574] : INFO : Epoch 1578 | loss: 0.0311256 | val_loss: 0.031154 | Time: 4066.07 ms [2021-08-20 22:39:43 main:574] : INFO : Epoch 1579 | loss: 0.0311258 | val_loss: 0.0311521 | Time: 4120.7 ms [2021-08-20 22:39:47 main:574] : INFO : Epoch 1580 | loss: 0.0311258 | val_loss: 0.0311509 | Time: 4060.09 ms [2021-08-20 22:39:51 main:574] : INFO : Epoch 1581 | loss: 0.0311241 | val_loss: 0.0311521 | Time: 4141.59 ms [2021-08-20 22:39:55 main:574] : INFO : Epoch 1582 | loss: 0.0311232 | val_loss: 0.0311506 | Time: 3961.84 ms [2021-08-20 22:39:59 main:574] : INFO : Epoch 1583 | loss: 0.0311236 | val_loss: 0.0311498 | Time: 4154.76 ms [2021-08-20 22:40:04 main:574] : INFO : Epoch 1584 | loss: 0.0311235 | val_loss: 0.031151 | Time: 4214.99 ms [2021-08-20 22:40:08 main:574] : INFO : Epoch 1585 | loss: 0.0311235 | val_loss: 0.0311507 | Time: 4088.13 ms [2021-08-20 22:40:12 main:574] : INFO : Epoch 1586 | loss: 0.0311232 | val_loss: 0.0311515 | Time: 4095.06 ms [2021-08-20 22:40:16 main:574] : INFO : Epoch 1587 | loss: 0.0311236 | val_loss: 0.0311534 | Time: 4094.08 ms [2021-08-20 22:40:20 main:574] : INFO : Epoch 1588 | loss: 0.031124 | val_loss: 0.0311535 | Time: 4048 ms [2021-08-20 22:40:24 main:574] : INFO : Epoch 1589 | loss: 0.0311234 | val_loss: 0.0311507 | Time: 4155.84 ms [2021-08-20 22:40:28 main:574] : INFO : Epoch 1590 | loss: 0.0311222 | val_loss: 0.0311503 | Time: 4039.89 ms [2021-08-20 22:40:33 main:574] : INFO : Epoch 1591 | loss: 0.031127 | val_loss: 0.0311524 | Time: 4055.57 ms [2021-08-20 22:40:37 main:574] : INFO : Epoch 1592 | loss: 0.0311344 | val_loss: 0.0311504 | Time: 4111.8 ms [2021-08-20 22:40:41 main:574] : INFO : Epoch 1593 | loss: 0.0311317 | val_loss: 0.0311517 | Time: 4158.8 ms [2021-08-20 22:40:45 main:574] : INFO : Epoch 1594 | loss: 0.0311293 | val_loss: 0.0311498 | Time: 4027.99 ms [2021-08-20 22:40:49 main:574] : INFO : Epoch 1595 | loss: 0.0311279 | val_loss: 0.03115 | Time: 4119.37 ms [2021-08-20 22:40:53 main:574] : INFO : Epoch 1596 | loss: 0.0311269 | val_loss: 0.03115 | Time: 4048.09 ms [2021-08-20 22:40:57 main:574] : INFO : Epoch 1597 | loss: 0.0311262 | val_loss: 0.0311497 | Time: 4198.37 ms [2021-08-20 22:41:01 main:574] : INFO : Epoch 1598 | loss: 0.031125 | val_loss: 0.0311487 | Time: 4126.66 ms [2021-08-20 22:41:06 main:574] : INFO : Epoch 1599 | loss: 0.0311254 | val_loss: 0.0311493 | Time: 4032.11 ms [2021-08-20 22:41:10 main:574] : INFO : Epoch 1600 | loss: 0.0311259 | val_loss: 0.0311504 | Time: 4019.33 ms [2021-08-20 22:41:14 main:574] : INFO : Epoch 1601 | loss: 0.0311236 | val_loss: 0.0311495 | Time: 4032.61 ms [2021-08-20 22:41:18 main:574] : INFO : Epoch 1602 | loss: 0.0311226 | val_loss: 0.031148 | Time: 4023.6 ms [2021-08-20 22:41:22 main:574] : INFO : Epoch 1603 | loss: 0.0311221 | val_loss: 0.0311509 | Time: 4067.51 ms [2021-08-20 22:41:26 main:574] : INFO : Epoch 1604 | loss: 0.0311226 | val_loss: 0.0311509 | Time: 4178.07 ms [2021-08-20 22:41:30 main:574] : INFO : Epoch 1605 | loss: 0.0311234 | val_loss: 0.0311503 | Time: 4060.28 ms [2021-08-20 22:41:34 main:574] : INFO : Epoch 1606 | loss: 0.0311233 | val_loss: 0.0311498 | Time: 4135.55 ms [2021-08-20 22:41:38 main:574] : INFO : Epoch 1607 | loss: 0.031126 | val_loss: 0.0311506 | Time: 4067.04 ms [2021-08-20 22:41:42 main:574] : INFO : Epoch 1608 | loss: 0.0311244 | val_loss: 0.0311506 | Time: 4055.28 ms [2021-08-20 22:41:46 main:574] : INFO : Epoch 1609 | loss: 0.0311256 | val_loss: 0.0311505 | Time: 4072.24 ms [2021-08-20 22:41:50 main:574] : INFO : Epoch 1610 | loss: 0.0311307 | val_loss: 0.0311504 | Time: 4043.96 ms [2021-08-20 22:41:55 main:574] : INFO : Epoch 1611 | loss: 0.031126 | val_loss: 0.031152 | Time: 4054.8 ms [2021-08-20 22:41:59 main:574] : INFO : Epoch 1612 | loss: 0.0311276 | val_loss: 0.0311514 | Time: 4217.41 ms [2021-08-20 22:42:03 main:574] : INFO : Epoch 1613 | loss: 0.0311297 | val_loss: 0.0311507 | Time: 4161.13 ms [2021-08-20 22:42:07 main:574] : INFO : Epoch 1614 | loss: 0.0311283 | val_loss: 0.0311535 | Time: 3962.92 ms [2021-08-20 22:42:11 main:574] : INFO : Epoch 1615 | loss: 0.0311286 | val_loss: 0.03115 | Time: 4000.07 ms [2021-08-20 22:42:15 main:574] : INFO : Epoch 1616 | loss: 0.0311249 | val_loss: 0.0311514 | Time: 4041.66 ms [2021-08-20 22:42:19 main:574] : INFO : Epoch 1617 | loss: 0.0311235 | val_loss: 0.0311502 | Time: 4022.63 ms [2021-08-20 22:42:23 main:574] : INFO : Epoch 1618 | loss: 0.0311234 | val_loss: 0.0311506 | Time: 4036.03 ms [2021-08-20 22:42:27 main:574] : INFO : Epoch 1619 | loss: 0.0311228 | val_loss: 0.0311489 | Time: 3989.9 ms [2021-08-20 22:42:31 main:574] : INFO : Epoch 1620 | loss: 0.0311234 | val_loss: 0.0311502 | Time: 4107.62 ms [2021-08-20 22:42:35 main:574] : INFO : Epoch 1621 | loss: 0.0311233 | val_loss: 0.0311492 | Time: 4085.22 ms [2021-08-20 22:42:40 main:574] : INFO : Epoch 1622 | loss: 0.0311225 | val_loss: 0.0311508 | Time: 4115.61 ms [2021-08-20 22:42:44 main:574] : INFO : Epoch 1623 | loss: 0.0311225 | val_loss: 0.0311519 | Time: 4071.32 ms [2021-08-20 22:42:48 main:574] : INFO : Epoch 1624 | loss: 0.0311213 | val_loss: 0.0311491 | Time: 4157.92 ms [2021-08-20 22:42:52 main:574] : INFO : Epoch 1625 | loss: 0.0311219 | val_loss: 0.0311469 | Time: 4212.84 ms [2021-08-20 22:42:56 main:574] : INFO : Epoch 1626 | loss: 0.0311245 | val_loss: 0.0311501 | Time: 4075.75 ms [2021-08-20 22:43:00 main:574] : INFO : Epoch 1627 | loss: 0.0311309 | val_loss: 0.0311514 | Time: 4100.48 ms [2021-08-20 22:43:05 main:574] : INFO : Epoch 1628 | loss: 0.0311268 | val_loss: 0.0311489 | Time: 4657.42 ms [2021-08-20 22:43:09 main:574] : INFO : Epoch 1629 | loss: 0.0311326 | val_loss: 0.0311576 | Time: 4106.8 ms [2021-08-20 22:43:13 main:574] : INFO : Epoch 1630 | loss: 0.0311398 | val_loss: 0.0311534 | Time: 4078.77 ms [2021-08-20 22:43:17 main:574] : INFO : Epoch 1631 | loss: 0.0311322 | val_loss: 0.0311518 | Time: 4080.03 ms [2021-08-20 22:43:21 main:574] : INFO : Epoch 1632 | loss: 0.0311354 | val_loss: 0.0311512 | Time: 4096.33 ms [2021-08-20 22:43:26 main:574] : INFO : Epoch 1633 | loss: 0.0311342 | val_loss: 0.0311529 | Time: 4165.04 ms [2021-08-20 22:43:30 main:574] : INFO : Epoch 1634 | loss: 0.0311335 | val_loss: 0.0311539 | Time: 4003.59 ms [2021-08-20 22:43:34 main:574] : INFO : Epoch 1635 | loss: 0.031135 | val_loss: 0.0311557 | Time: 4093.47 ms [2021-08-20 22:43:38 main:574] : INFO : Epoch 1636 | loss: 0.0311339 | val_loss: 0.0311488 | Time: 4151.51 ms [2021-08-20 22:43:42 main:574] : INFO : Epoch 1637 | loss: 0.0311291 | val_loss: 0.0311497 | Time: 4196.73 ms [2021-08-20 22:43:46 main:574] : INFO : Epoch 1638 | loss: 0.0311287 | val_loss: 0.031149 | Time: 4145.46 ms [2021-08-20 22:43:50 main:574] : INFO : Epoch 1639 | loss: 0.0311283 | val_loss: 0.0311507 | Time: 4042.88 ms [2021-08-20 22:43:55 main:574] : INFO : Epoch 1640 | loss: 0.0311288 | val_loss: 0.0311503 | Time: 4167.39 ms [2021-08-20 22:43:59 main:574] : INFO : Epoch 1641 | loss: 0.0311292 | val_loss: 0.0311506 | Time: 4015.94 ms [2021-08-20 22:44:03 main:574] : INFO : Epoch 1642 | loss: 0.0311343 | val_loss: 0.0311495 | Time: 4115.54 ms [2021-08-20 22:44:07 main:574] : INFO : Epoch 1643 | loss: 0.0311359 | val_loss: 0.03115 | Time: 4010.57 ms [2021-08-20 22:44:11 main:574] : INFO : Epoch 1644 | loss: 0.0311323 | val_loss: 0.0311484 | Time: 3996.72 ms [2021-08-20 22:44:15 main:574] : INFO : Epoch 1645 | loss: 0.0311301 | val_loss: 0.0311477 | Time: 4023.39 ms [2021-08-20 22:44:19 main:574] : INFO : Epoch 1646 | loss: 0.0311282 | val_loss: 0.0311515 | Time: 4060.12 ms [2021-08-20 22:44:23 main:574] : INFO : Epoch 1647 | loss: 0.0311286 | val_loss: 0.0311509 | Time: 4133.78 ms [2021-08-20 22:44:27 main:574] : INFO : Epoch 1648 | loss: 0.0311294 | val_loss: 0.0311499 | Time: 4132.67 ms [2021-08-20 22:44:31 main:574] : INFO : Epoch 1649 | loss: 0.0311261 | val_loss: 0.031151 | Time: 4067.41 ms [2021-08-20 22:44:35 main:574] : INFO : Epoch 1650 | loss: 0.0311265 | val_loss: 0.0311489 | Time: 4089.84 ms [2021-08-20 22:44:39 main:574] : INFO : Epoch 1651 | loss: 0.0311253 | val_loss: 0.031148 | Time: 4024.79 ms [2021-08-20 22:44:44 main:574] : INFO : Epoch 1652 | loss: 0.0311244 | val_loss: 0.0311493 | Time: 4128.81 ms [2021-08-20 22:44:48 main:574] : INFO : Epoch 1653 | loss: 0.0311253 | val_loss: 0.0311484 | Time: 4070.87 ms [2021-08-20 22:44:52 main:574] : INFO : Epoch 1654 | loss: 0.0311241 | val_loss: 0.0311506 | Time: 4081.01 ms [2021-08-20 22:44:56 main:574] : INFO : Epoch 1655 | loss: 0.0311245 | val_loss: 0.0311491 | Time: 4092.78 ms [2021-08-20 22:45:00 main:574] : INFO : Epoch 1656 | loss: 0.0311222 | val_loss: 0.0311491 | Time: 4241.19 ms [2021-08-20 22:45:05 main:574] : INFO : Epoch 1657 | loss: 0.0311228 | val_loss: 0.031148 | Time: 4393.31 ms [2021-08-20 22:45:09 main:574] : INFO : Epoch 1658 | loss: 0.0311232 | val_loss: 0.0311485 | Time: 4126.83 ms [2021-08-20 22:45:13 main:574] : INFO : Epoch 1659 | loss: 0.0311227 | val_loss: 0.0311506 | Time: 4012.09 ms [2021-08-20 22:45:17 main:574] : INFO : Epoch 1660 | loss: 0.0311216 | val_loss: 0.0311498 | Time: 4044.61 ms [2021-08-20 22:45:21 main:574] : INFO : Epoch 1661 | loss: 0.0311231 | val_loss: 0.0311489 | Time: 4011.29 ms [2021-08-20 22:45:25 main:574] : INFO : Epoch 1662 | loss: 0.0311231 | val_loss: 0.0311497 | Time: 4145.43 ms [2021-08-20 22:45:29 main:574] : INFO : Epoch 1663 | loss: 0.0311216 | val_loss: 0.0311493 | Time: 4073.95 ms [2021-08-20 22:45:33 main:574] : INFO : Epoch 1664 | loss: 0.0311268 | val_loss: 0.0311496 | Time: 4088.25 ms [2021-08-20 22:45:37 main:574] : INFO : Epoch 1665 | loss: 0.0311233 | val_loss: 0.0311508 | Time: 4127.27 ms [2021-08-20 22:45:42 main:574] : INFO : Epoch 1666 | loss: 0.031122 | val_loss: 0.0311504 | Time: 4354.95 ms [2021-08-20 22:45:46 main:574] : INFO : Epoch 1667 | loss: 0.0311227 | val_loss: 0.0311512 | Time: 4200.73 ms [2021-08-20 22:45:50 main:574] : INFO : Epoch 1668 | loss: 0.0311218 | val_loss: 0.0311551 | Time: 4207.42 ms [2021-08-20 22:45:54 main:574] : INFO : Epoch 1669 | loss: 0.0311211 | val_loss: 0.031151 | Time: 4080.6 ms [2021-08-20 22:45:58 main:574] : INFO : Epoch 1670 | loss: 0.0311197 | val_loss: 0.0311488 | Time: 4037.51 ms [2021-08-20 22:46:03 main:574] : INFO : Epoch 1671 | loss: 0.0311195 | val_loss: 0.0311494 | Time: 4198.85 ms [2021-08-20 22:46:07 main:574] : INFO : Epoch 1672 | loss: 0.0311186 | val_loss: 0.0311517 | Time: 4159.4 ms [2021-08-20 22:46:11 main:574] : INFO : Epoch 1673 | loss: 0.0311292 | val_loss: 0.0311505 | Time: 4070.43 ms [2021-08-20 22:46:15 main:574] : INFO : Epoch 1674 | loss: 0.0311284 | val_loss: 0.0311498 | Time: 4093.72 ms [2021-08-20 22:46:19 main:574] : INFO : Epoch 1675 | loss: 0.0311269 | val_loss: 0.0311508 | Time: 4051.16 ms [2021-08-20 22:46:23 main:574] : INFO : Epoch 1676 | loss: 0.0311256 | val_loss: 0.0311533 | Time: 4061.91 ms [2021-08-20 22:46:27 main:574] : INFO : Epoch 1677 | loss: 0.0311245 | val_loss: 0.0311489 | Time: 4135.92 ms [2021-08-20 22:46:31 main:574] : INFO : Epoch 1678 | loss: 0.0311229 | val_loss: 0.0311497 | Time: 4043.55 ms [2021-08-20 22:46:36 main:574] : INFO : Epoch 1679 | loss: 0.0311223 | val_loss: 0.0311527 | Time: 4146.86 ms [2021-08-20 22:46:40 main:574] : INFO : Epoch 1680 | loss: 0.0311245 | val_loss: 0.0311534 | Time: 4159.99 ms [2021-08-20 22:46:44 main:574] : INFO : Epoch 1681 | loss: 0.0311246 | val_loss: 0.0311552 | Time: 4092.22 ms [2021-08-20 22:46:48 main:574] : INFO : Epoch 1682 | loss: 0.0311233 | val_loss: 0.0311516 | Time: 3996.51 ms [2021-08-20 22:46:52 main:574] : INFO : Epoch 1683 | loss: 0.0311211 | val_loss: 0.0311529 | Time: 4099.4 ms [2021-08-20 22:46:56 main:574] : INFO : Epoch 1684 | loss: 0.031122 | val_loss: 0.0311512 | Time: 4172.92 ms [2021-08-20 22:47:00 main:574] : INFO : Epoch 1685 | loss: 0.0311201 | val_loss: 0.031151 | Time: 3999.98 ms [2021-08-20 22:47:04 main:574] : INFO : Epoch 1686 | loss: 0.031119 | val_loss: 0.0311506 | Time: 4018.53 ms [2021-08-20 22:47:08 main:574] : INFO : Epoch 1687 | loss: 0.031119 | val_loss: 0.0311498 | Time: 3998.46 ms [2021-08-20 22:47:12 main:574] : INFO : Epoch 1688 | loss: 0.0311193 | val_loss: 0.0311498 | Time: 4077.02 ms [2021-08-20 22:47:16 main:574] : INFO : Epoch 1689 | loss: 0.0311177 | val_loss: 0.0311495 | Time: 4030.18 ms [2021-08-20 22:47:20 main:574] : INFO : Epoch 1690 | loss: 0.0311184 | val_loss: 0.0311513 | Time: 4068.39 ms [2021-08-20 22:47:25 main:574] : INFO : Epoch 1691 | loss: 0.0311203 | val_loss: 0.0311509 | Time: 4100.47 ms [2021-08-20 22:47:29 main:574] : INFO : Epoch 1692 | loss: 0.0311184 | val_loss: 0.0311533 | Time: 4030.89 ms [2021-08-20 22:47:33 main:574] : INFO : Epoch 1693 | loss: 0.0311182 | val_loss: 0.0311502 | Time: 4108.09 ms [2021-08-20 22:47:37 main:574] : INFO : Epoch 1694 | loss: 0.031117 | val_loss: 0.031152 | Time: 4111.57 ms [2021-08-20 22:47:41 main:574] : INFO : Epoch 1695 | loss: 0.0311171 | val_loss: 0.0311541 | Time: 4173.59 ms [2021-08-20 22:47:45 main:574] : INFO : Epoch 1696 | loss: 0.0311154 | val_loss: 0.0311509 | Time: 4154.53 ms [2021-08-20 22:47:49 main:574] : INFO : Epoch 1697 | loss: 0.031116 | val_loss: 0.0311538 | Time: 4177.26 ms [2021-08-20 22:47:54 main:574] : INFO : Epoch 1698 | loss: 0.031119 | val_loss: 0.0311506 | Time: 4070.45 ms [2021-08-20 22:47:58 main:574] : INFO : Epoch 1699 | loss: 0.0311189 | val_loss: 0.0311502 | Time: 4135.33 ms [2021-08-20 22:48:02 main:574] : INFO : Epoch 1700 | loss: 0.0311181 | val_loss: 0.0311506 | Time: 4079.99 ms [2021-08-20 22:48:06 main:574] : INFO : Epoch 1701 | loss: 0.0311168 | val_loss: 0.0311481 | Time: 4055.72 ms [2021-08-20 22:48:10 main:574] : INFO : Epoch 1702 | loss: 0.0311161 | val_loss: 0.0311512 | Time: 4113.34 ms [2021-08-20 22:48:14 main:574] : INFO : Epoch 1703 | loss: 0.0311183 | val_loss: 0.0311525 | Time: 4165.94 ms [2021-08-20 22:48:18 main:574] : INFO : Epoch 1704 | loss: 0.0311178 | val_loss: 0.0311483 | Time: 4047.56 ms [2021-08-20 22:48:22 main:574] : INFO : Epoch 1705 | loss: 0.0311186 | val_loss: 0.0311531 | Time: 4088.1 ms [2021-08-20 22:48:27 main:574] : INFO : Epoch 1706 | loss: 0.0311165 | val_loss: 0.0311505 | Time: 4121.88 ms [2021-08-20 22:48:31 main:574] : INFO : Epoch 1707 | loss: 0.0311156 | val_loss: 0.0311498 | Time: 4107.15 ms [2021-08-20 22:48:35 main:574] : INFO : Epoch 1708 | loss: 0.0311162 | val_loss: 0.0311515 | Time: 4117.08 ms [2021-08-20 22:48:39 main:574] : INFO : Epoch 1709 | loss: 0.0311157 | val_loss: 0.0311542 | Time: 4039.99 ms [2021-08-20 22:48:43 main:574] : INFO : Epoch 1710 | loss: 0.0311405 | val_loss: 0.0311536 | Time: 3977.59 ms [2021-08-20 22:48:47 main:574] : INFO : Epoch 1711 | loss: 0.0311364 | val_loss: 0.0311528 | Time: 4062.57 ms [2021-08-20 22:48:51 main:574] : INFO : Epoch 1712 | loss: 0.0311319 | val_loss: 0.0311503 | Time: 4122.1 ms [2021-08-20 22:48:55 main:574] : INFO : Epoch 1713 | loss: 0.0311296 | val_loss: 0.031153 | Time: 4128.05 ms [2021-08-20 22:48:59 main:574] : INFO : Epoch 1714 | loss: 0.0311284 | val_loss: 0.0311493 | Time: 4108.84 ms [2021-08-20 22:49:04 main:574] : INFO : Epoch 1715 | loss: 0.031126 | val_loss: 0.0311499 | Time: 4962.06 ms [2021-08-20 22:49:08 main:574] : INFO : Epoch 1716 | loss: 0.0311244 | val_loss: 0.0311531 | Time: 4055.15 ms [2021-08-20 22:49:12 main:574] : INFO : Epoch 1717 | loss: 0.0311248 | val_loss: 0.0311526 | Time: 4000.75 ms [2021-08-20 22:49:17 main:574] : INFO : Epoch 1718 | loss: 0.0311267 | val_loss: 0.0311478 | Time: 4080.93 ms [2021-08-20 22:49:21 main:574] : INFO : Epoch 1719 | loss: 0.0311285 | val_loss: 0.0311488 | Time: 4013.61 ms [2021-08-20 22:49:25 main:574] : INFO : Epoch 1720 | loss: 0.0311251 | val_loss: 0.0311486 | Time: 4110.38 ms [2021-08-20 22:49:29 main:574] : INFO : Epoch 1721 | loss: 0.0311242 | val_loss: 0.0311464 | Time: 4136.36 ms [2021-08-20 22:49:33 main:574] : INFO : Epoch 1722 | loss: 0.0311228 | val_loss: 0.0311458 | Time: 4105.77 ms [2021-08-20 22:49:37 main:574] : INFO : Epoch 1723 | loss: 0.0311216 | val_loss: 0.0311514 | Time: 4129.91 ms [2021-08-20 22:49:41 main:574] : INFO : Epoch 1724 | loss: 0.0311217 | val_loss: 0.0311456 | Time: 4061.44 ms [2021-08-20 22:49:45 main:574] : INFO : Epoch 1725 | loss: 0.03112 | val_loss: 0.0311462 | Time: 4079.26 ms [2021-08-20 22:49:49 main:574] : INFO : Epoch 1726 | loss: 0.03112 | val_loss: 0.0311476 | Time: 4026.07 ms [2021-08-20 22:49:54 main:574] : INFO : Epoch 1727 | loss: 0.0311225 | val_loss: 0.0311588 | Time: 4410.08 ms [2021-08-20 22:49:58 main:574] : INFO : Epoch 1728 | loss: 0.0311523 | val_loss: 0.031163 | Time: 4139.58 ms [2021-08-20 22:50:02 main:574] : INFO : Epoch 1729 | loss: 0.0311476 | val_loss: 0.0311547 | Time: 4039.51 ms [2021-08-20 22:50:06 main:574] : INFO : Epoch 1730 | loss: 0.0311402 | val_loss: 0.0311534 | Time: 4015.02 ms [2021-08-20 22:50:10 main:574] : INFO : Epoch 1731 | loss: 0.0311357 | val_loss: 0.0311512 | Time: 4149.96 ms [2021-08-20 22:50:14 main:574] : INFO : Epoch 1732 | loss: 0.0311347 | val_loss: 0.0311518 | Time: 4082.02 ms [2021-08-20 22:50:19 main:574] : INFO : Epoch 1733 | loss: 0.0311331 | val_loss: 0.0311503 | Time: 4187.7 ms [2021-08-20 22:50:23 main:574] : INFO : Epoch 1734 | loss: 0.0311327 | val_loss: 0.0311505 | Time: 4072.98 ms [2021-08-20 22:50:27 main:574] : INFO : Epoch 1735 | loss: 0.0311325 | val_loss: 0.0311519 | Time: 4048.17 ms [2021-08-20 22:50:31 main:574] : INFO : Epoch 1736 | loss: 0.0311308 | val_loss: 0.0311521 | Time: 4033.93 ms [2021-08-20 22:50:35 main:574] : INFO : Epoch 1737 | loss: 0.0311284 | val_loss: 0.0311511 | Time: 4170.23 ms [2021-08-20 22:50:39 main:574] : INFO : Epoch 1738 | loss: 0.0311268 | val_loss: 0.0311517 | Time: 4115.46 ms [2021-08-20 22:50:43 main:574] : INFO : Epoch 1739 | loss: 0.0311255 | val_loss: 0.0311509 | Time: 3968.47 ms [2021-08-20 22:50:47 main:574] : INFO : Epoch 1740 | loss: 0.0311244 | val_loss: 0.0311512 | Time: 4071.04 ms [2021-08-20 22:50:51 main:574] : INFO : Epoch 1741 | loss: 0.0311242 | val_loss: 0.0311541 | Time: 4148.52 ms [2021-08-20 22:50:56 main:574] : INFO : Epoch 1742 | loss: 0.0311261 | val_loss: 0.0311501 | Time: 4155.62 ms [2021-08-20 22:51:00 main:574] : INFO : Epoch 1743 | loss: 0.0311257 | val_loss: 0.0311518 | Time: 4140.74 ms [2021-08-20 22:51:04 main:574] : INFO : Epoch 1744 | loss: 0.031126 | val_loss: 0.0311513 | Time: 4202.94 ms [2021-08-20 22:51:08 main:574] : INFO : Epoch 1745 | loss: 0.0311262 | val_loss: 0.0311513 | Time: 4019.12 ms [2021-08-20 22:51:12 main:574] : INFO : Epoch 1746 | loss: 0.031127 | val_loss: 0.0311521 | Time: 3997.25 ms [2021-08-20 22:51:16 main:574] : INFO : Epoch 1747 | loss: 0.031125 | val_loss: 0.0311528 | Time: 4029.95 ms [2021-08-20 22:51:20 main:574] : INFO : Epoch 1748 | loss: 0.0311262 | val_loss: 0.0311546 | Time: 4070.6 ms [2021-08-20 22:51:24 main:574] : INFO : Epoch 1749 | loss: 0.0311245 | val_loss: 0.0311499 | Time: 4086.24 ms [2021-08-20 22:51:28 main:574] : INFO : Epoch 1750 | loss: 0.0311258 | val_loss: 0.0311589 | Time: 4219.53 ms [2021-08-20 22:51:33 main:574] : INFO : Epoch 1751 | loss: 0.0311291 | val_loss: 0.0311541 | Time: 4105.22 ms [2021-08-20 22:51:37 main:574] : INFO : Epoch 1752 | loss: 0.0311275 | val_loss: 0.031152 | Time: 4020.45 ms [2021-08-20 22:51:41 main:574] : INFO : Epoch 1753 | loss: 0.0311256 | val_loss: 0.0311524 | Time: 3950.32 ms [2021-08-20 22:51:45 main:574] : INFO : Epoch 1754 | loss: 0.0311333 | val_loss: 0.0311543 | Time: 4067.57 ms [2021-08-20 22:51:49 main:574] : INFO : Epoch 1755 | loss: 0.0311333 | val_loss: 0.0311501 | Time: 4093.4 ms [2021-08-20 22:51:53 main:574] : INFO : Epoch 1756 | loss: 0.0311298 | val_loss: 0.0311475 | Time: 4050.18 ms [2021-08-20 22:51:57 main:574] : INFO : Epoch 1757 | loss: 0.0311264 | val_loss: 0.0311469 | Time: 4068.55 ms [2021-08-20 22:52:01 main:574] : INFO : Epoch 1758 | loss: 0.0311246 | val_loss: 0.031147 | Time: 4073.23 ms [2021-08-20 22:52:05 main:574] : INFO : Epoch 1759 | loss: 0.0311227 | val_loss: 0.0311478 | Time: 4112.4 ms [2021-08-20 22:52:09 main:574] : INFO : Epoch 1760 | loss: 0.0311217 | val_loss: 0.0311468 | Time: 4064.23 ms [2021-08-20 22:52:13 main:574] : INFO : Epoch 1761 | loss: 0.0311207 | val_loss: 0.0311481 | Time: 4022.83 ms [2021-08-20 22:52:17 main:574] : INFO : Epoch 1762 | loss: 0.0311196 | val_loss: 0.0311484 | Time: 4028.31 ms [2021-08-20 22:52:21 main:574] : INFO : Epoch 1763 | loss: 0.0311196 | val_loss: 0.0311491 | Time: 4038.71 ms [2021-08-20 22:52:26 main:574] : INFO : Epoch 1764 | loss: 0.031121 | val_loss: 0.0311541 | Time: 4144.59 ms [2021-08-20 22:52:30 main:574] : INFO : Epoch 1765 | loss: 0.0311208 | val_loss: 0.0311494 | Time: 4076.05 ms [2021-08-20 22:52:34 main:574] : INFO : Epoch 1766 | loss: 0.0311202 | val_loss: 0.0311474 | Time: 4061.63 ms [2021-08-20 22:52:38 main:574] : INFO : Epoch 1767 | loss: 0.0311178 | val_loss: 0.031148 | Time: 4114.45 ms [2021-08-20 22:52:42 main:574] : INFO : Epoch 1768 | loss: 0.0311174 | val_loss: 0.031148 | Time: 4070.86 ms [2021-08-20 22:52:46 main:574] : INFO : Epoch 1769 | loss: 0.031117 | val_loss: 0.0311475 | Time: 4079.05 ms [2021-08-20 22:52:50 main:574] : INFO : Epoch 1770 | loss: 0.0311168 | val_loss: 0.031149 | Time: 4123.62 ms [2021-08-20 22:52:54 main:574] : INFO : Epoch 1771 | loss: 0.0311157 | val_loss: 0.0311474 | Time: 4123.23 ms [2021-08-20 22:52:59 main:574] : INFO : Epoch 1772 | loss: 0.0311154 | val_loss: 0.0311472 | Time: 4117.25 ms [2021-08-20 22:53:03 main:574] : INFO : Epoch 1773 | loss: 0.0311149 | val_loss: 0.0311504 | Time: 4148.74 ms [2021-08-20 22:53:07 main:574] : INFO : Epoch 1774 | loss: 0.0311156 | val_loss: 0.0311467 | Time: 4086.06 ms [2021-08-20 22:53:11 main:574] : INFO : Epoch 1775 | loss: 0.031115 | val_loss: 0.031148 | Time: 4014.29 ms [2021-08-20 22:53:15 main:574] : INFO : Epoch 1776 | loss: 0.0311155 | val_loss: 0.0311477 | Time: 4028.13 ms [2021-08-20 22:53:19 main:574] : INFO : Epoch 1777 | loss: 0.0311157 | val_loss: 0.0311493 | Time: 4086.25 ms [2021-08-20 22:53:23 main:574] : INFO : Epoch 1778 | loss: 0.0311173 | val_loss: 0.0311492 | Time: 4044.37 ms [2021-08-20 22:53:27 main:574] : INFO : Epoch 1779 | loss: 0.0311157 | val_loss: 0.0311489 | Time: 4128.03 ms [2021-08-20 22:53:31 main:574] : INFO : Epoch 1780 | loss: 0.0311178 | val_loss: 0.0311599 | Time: 4177.9 ms [2021-08-20 22:53:36 main:574] : INFO : Epoch 1781 | loss: 0.0311205 | val_loss: 0.0311504 | Time: 4136.33 ms [2021-08-20 22:53:40 main:574] : INFO : Epoch 1782 | loss: 0.0311182 | val_loss: 0.0311461 | Time: 4041.82 ms [2021-08-20 22:53:44 main:574] : INFO : Epoch 1783 | loss: 0.0311141 | val_loss: 0.0311483 | Time: 4066.05 ms [2021-08-20 22:53:48 main:574] : INFO : Epoch 1784 | loss: 0.0311132 | val_loss: 0.0311479 | Time: 4202.12 ms [2021-08-20 22:53:52 main:574] : INFO : Epoch 1785 | loss: 0.0311144 | val_loss: 0.0311488 | Time: 4101.46 ms [2021-08-20 22:53:56 main:574] : INFO : Epoch 1786 | loss: 0.0311129 | val_loss: 0.031149 | Time: 4222.93 ms [2021-08-20 22:54:01 main:574] : INFO : Epoch 1787 | loss: 0.0311156 | val_loss: 0.0311471 | Time: 4109.57 ms [2021-08-20 22:54:05 main:574] : INFO : Epoch 1788 | loss: 0.0311149 | val_loss: 0.0311582 | Time: 4059.14 ms [2021-08-20 22:54:09 main:574] : INFO : Epoch 1789 | loss: 0.0311261 | val_loss: 0.0311521 | Time: 4067.36 ms [2021-08-20 22:54:13 main:574] : INFO : Epoch 1790 | loss: 0.0311247 | val_loss: 0.0311484 | Time: 4064.05 ms [2021-08-20 22:54:17 main:574] : INFO : Epoch 1791 | loss: 0.031122 | val_loss: 0.0311499 | Time: 4088.64 ms [2021-08-20 22:54:21 main:574] : INFO : Epoch 1792 | loss: 0.0311201 | val_loss: 0.0311461 | Time: 4138.29 ms [2021-08-20 22:54:25 main:574] : INFO : Epoch 1793 | loss: 0.0311189 | val_loss: 0.0311474 | Time: 4206.26 ms [2021-08-20 22:54:29 main:574] : INFO : Epoch 1794 | loss: 0.0311178 | val_loss: 0.0311467 | Time: 4051.21 ms [2021-08-20 22:54:33 main:574] : INFO : Epoch 1795 | loss: 0.0311173 | val_loss: 0.0311482 | Time: 4120.01 ms [2021-08-20 22:54:38 main:574] : INFO : Epoch 1796 | loss: 0.0311184 | val_loss: 0.0311478 | Time: 4056.2 ms [2021-08-20 22:54:42 main:574] : INFO : Epoch 1797 | loss: 0.0311172 | val_loss: 0.0311461 | Time: 4084.71 ms [2021-08-20 22:54:46 main:574] : INFO : Epoch 1798 | loss: 0.0311147 | val_loss: 0.0311485 | Time: 4022.86 ms [2021-08-20 22:54:50 main:574] : INFO : Epoch 1799 | loss: 0.0311138 | val_loss: 0.0311512 | Time: 4117.33 ms [2021-08-20 22:54:54 main:574] : INFO : Epoch 1800 | loss: 0.0311137 | val_loss: 0.0311493 | Time: 4073.16 ms [2021-08-20 22:54:58 main:574] : INFO : Epoch 1801 | loss: 0.0311132 | val_loss: 0.031151 | Time: 4027.27 ms [2021-08-20 22:55:02 main:574] : INFO : Epoch 1802 | loss: 0.0311129 | val_loss: 0.0311568 | Time: 4187.9 ms [2021-08-20 22:55:06 main:574] : INFO : Epoch 1803 | loss: 0.0311138 | val_loss: 0.0311583 | Time: 4000.96 ms [2021-08-20 22:55:10 main:574] : INFO : Epoch 1804 | loss: 0.0311131 | val_loss: 0.0311512 | Time: 4068.53 ms [2021-08-20 22:55:14 main:574] : INFO : Epoch 1805 | loss: 0.0311128 | val_loss: 0.0311502 | Time: 3986.47 ms [2021-08-20 22:55:18 main:574] : INFO : Epoch 1806 | loss: 0.031113 | val_loss: 0.0311534 | Time: 4020.81 ms [2021-08-20 22:55:22 main:574] : INFO : Epoch 1807 | loss: 0.0311126 | val_loss: 0.0311512 | Time: 3995.52 ms [2021-08-20 22:55:27 main:574] : INFO : Epoch 1808 | loss: 0.031116 | val_loss: 0.0311488 | Time: 4259.98 ms [2021-08-20 22:55:31 main:574] : INFO : Epoch 1809 | loss: 0.031114 | val_loss: 0.0311525 | Time: 4045.21 ms [2021-08-20 22:55:35 main:574] : INFO : Epoch 1810 | loss: 0.0311144 | val_loss: 0.0311518 | Time: 4137.35 ms [2021-08-20 22:55:39 main:574] : INFO : Epoch 1811 | loss: 0.0311141 | val_loss: 0.0311534 | Time: 4139.76 ms [2021-08-20 22:55:43 main:574] : INFO : Epoch 1812 | loss: 0.0311139 | val_loss: 0.0311549 | Time: 4098.51 ms [2021-08-20 22:55:47 main:574] : INFO : Epoch 1813 | loss: 0.0311135 | val_loss: 0.0311525 | Time: 4083.24 ms [2021-08-20 22:55:51 main:574] : INFO : Epoch 1814 | loss: 0.0311127 | val_loss: 0.0311493 | Time: 4054.53 ms [2021-08-20 22:55:55 main:574] : INFO : Epoch 1815 | loss: 0.0311114 | val_loss: 0.0311533 | Time: 4093.99 ms [2021-08-20 22:55:59 main:574] : INFO : Epoch 1816 | loss: 0.0311116 | val_loss: 0.0311512 | Time: 4026.92 ms [2021-08-20 22:56:04 main:574] : INFO : Epoch 1817 | loss: 0.0311113 | val_loss: 0.0311538 | Time: 4514.7 ms [2021-08-20 22:56:08 main:574] : INFO : Epoch 1818 | loss: 0.031114 | val_loss: 0.0311558 | Time: 4192.69 ms [2021-08-20 22:56:12 main:574] : INFO : Epoch 1819 | loss: 0.0311126 | val_loss: 0.031153 | Time: 4135.32 ms [2021-08-20 22:56:16 main:574] : INFO : Epoch 1820 | loss: 0.0311131 | val_loss: 0.0311529 | Time: 4007.38 ms [2021-08-20 22:56:20 main:574] : INFO : Epoch 1821 | loss: 0.0311153 | val_loss: 0.0311518 | Time: 4067.2 ms [2021-08-20 22:56:25 main:574] : INFO : Epoch 1822 | loss: 0.031117 | val_loss: 0.0311511 | Time: 4133.3 ms [2021-08-20 22:56:29 main:574] : INFO : Epoch 1823 | loss: 0.031116 | val_loss: 0.0311508 | Time: 4041.05 ms [2021-08-20 22:56:33 main:574] : INFO : Epoch 1824 | loss: 0.031115 | val_loss: 0.0311508 | Time: 4084.35 ms [2021-08-20 22:56:37 main:574] : INFO : Epoch 1825 | loss: 0.0311167 | val_loss: 0.0311525 | Time: 4089.49 ms [2021-08-20 22:56:41 main:574] : INFO : Epoch 1826 | loss: 0.0311157 | val_loss: 0.0311495 | Time: 4167.64 ms [2021-08-20 22:56:45 main:574] : INFO : Epoch 1827 | loss: 0.0311136 | val_loss: 0.03115 | Time: 4087.87 ms [2021-08-20 22:56:49 main:574] : INFO : Epoch 1828 | loss: 0.031112 | val_loss: 0.0311496 | Time: 4098.27 ms [2021-08-20 22:56:53 main:574] : INFO : Epoch 1829 | loss: 0.0311112 | val_loss: 0.0311486 | Time: 4069.15 ms [2021-08-20 22:56:58 main:574] : INFO : Epoch 1830 | loss: 0.0311102 | val_loss: 0.0311512 | Time: 4281.4 ms [2021-08-20 22:57:02 main:574] : INFO : Epoch 1831 | loss: 0.0311119 | val_loss: 0.031154 | Time: 4108.35 ms [2021-08-20 22:57:06 main:574] : INFO : Epoch 1832 | loss: 0.0311117 | val_loss: 0.0311519 | Time: 4030.74 ms [2021-08-20 22:57:10 main:574] : INFO : Epoch 1833 | loss: 0.0311112 | val_loss: 0.0311488 | Time: 4061.02 ms [2021-08-20 22:57:14 main:574] : INFO : Epoch 1834 | loss: 0.0311106 | val_loss: 0.0311521 | Time: 4026.4 ms [2021-08-20 22:57:18 main:574] : INFO : Epoch 1835 | loss: 0.0311134 | val_loss: 0.0311491 | Time: 4056.28 ms [2021-08-20 22:57:22 main:574] : INFO : Epoch 1836 | loss: 0.0311118 | val_loss: 0.0311475 | Time: 4116.65 ms [2021-08-20 22:57:26 main:574] : INFO : Epoch 1837 | loss: 0.0311147 | val_loss: 0.0311479 | Time: 4058.83 ms [2021-08-20 22:57:30 main:574] : INFO : Epoch 1838 | loss: 0.0311141 | val_loss: 0.0311505 | Time: 4054.5 ms [2021-08-20 22:57:34 main:574] : INFO : Epoch 1839 | loss: 0.031115 | val_loss: 0.0311457 | Time: 4160.01 ms [2021-08-20 22:57:39 main:574] : INFO : Epoch 1840 | loss: 0.0311166 | val_loss: 0.0311502 | Time: 4053.51 ms [2021-08-20 22:57:43 main:574] : INFO : Epoch 1841 | loss: 0.0311281 | val_loss: 0.0311506 | Time: 4065.19 ms [2021-08-20 22:57:47 main:574] : INFO : Epoch 1842 | loss: 0.0311249 | val_loss: 0.0311485 | Time: 4016.32 ms [2021-08-20 22:57:51 main:574] : INFO : Epoch 1843 | loss: 0.0311233 | val_loss: 0.0311462 | Time: 4125.23 ms [2021-08-20 22:57:55 main:574] : INFO : Epoch 1844 | loss: 0.0311229 | val_loss: 0.0311524 | Time: 4158.86 ms [2021-08-20 22:57:59 main:574] : INFO : Epoch 1845 | loss: 0.0311231 | val_loss: 0.0311531 | Time: 4031.15 ms [2021-08-20 22:58:03 main:574] : INFO : Epoch 1846 | loss: 0.0311202 | val_loss: 0.0311463 | Time: 4217.87 ms [2021-08-20 22:58:07 main:574] : INFO : Epoch 1847 | loss: 0.0311181 | val_loss: 0.0311489 | Time: 4046.14 ms [2021-08-20 22:58:11 main:574] : INFO : Epoch 1848 | loss: 0.031119 | val_loss: 0.03115 | Time: 4117.46 ms [2021-08-20 22:58:16 main:574] : INFO : Epoch 1849 | loss: 0.0311173 | val_loss: 0.0311486 | Time: 4069.28 ms [2021-08-20 22:58:20 main:574] : INFO : Epoch 1850 | loss: 0.0311149 | val_loss: 0.0311459 | Time: 4113.84 ms [2021-08-20 22:58:24 main:574] : INFO : Epoch 1851 | loss: 0.0311133 | val_loss: 0.031147 | Time: 4072.67 ms [2021-08-20 22:58:28 main:574] : INFO : Epoch 1852 | loss: 0.031116 | val_loss: 0.0311479 | Time: 4077.79 ms [2021-08-20 22:58:32 main:574] : INFO : Epoch 1853 | loss: 0.0311147 | val_loss: 0.031146 | Time: 4075.27 ms [2021-08-20 22:58:36 main:574] : INFO : Epoch 1854 | loss: 0.0311147 | val_loss: 0.031152 | Time: 4102.5 ms [2021-08-20 22:58:40 main:574] : INFO : Epoch 1855 | loss: 0.0311166 | val_loss: 0.031149 | Time: 4147.47 ms [2021-08-20 22:58:44 main:574] : INFO : Epoch 1856 | loss: 0.0311143 | val_loss: 0.0311474 | Time: 4124.32 ms [2021-08-20 22:58:49 main:574] : INFO : Epoch 1857 | loss: 0.0311144 | val_loss: 0.0311473 | Time: 4139.08 ms [2021-08-20 22:58:53 main:574] : INFO : Epoch 1858 | loss: 0.0311152 | val_loss: 0.0311505 | Time: 4107.94 ms [2021-08-20 22:58:57 main:574] : INFO : Epoch 1859 | loss: 0.0311195 | val_loss: 0.0311491 | Time: 3985.71 ms [2021-08-20 22:59:01 main:574] : INFO : Epoch 1860 | loss: 0.0311213 | val_loss: 0.0311471 | Time: 4192.09 ms [2021-08-20 22:59:05 main:574] : INFO : Epoch 1861 | loss: 0.03112 | val_loss: 0.0311456 | Time: 4156.88 ms [2021-08-20 22:59:09 main:574] : INFO : Epoch 1862 | loss: 0.0311158 | val_loss: 0.0311474 | Time: 4013.18 ms [2021-08-20 22:59:13 main:574] : INFO : Epoch 1863 | loss: 0.0311152 | val_loss: 0.031149 | Time: 4092.44 ms [2021-08-20 22:59:17 main:574] : INFO : Epoch 1864 | loss: 0.0311151 | val_loss: 0.0311473 | Time: 4123.24 ms [2021-08-20 22:59:22 main:574] : INFO : Epoch 1865 | loss: 0.0311144 | val_loss: 0.0311469 | Time: 4106.44 ms [2021-08-20 22:59:26 main:574] : INFO : Epoch 1866 | loss: 0.0311142 | val_loss: 0.0311484 | Time: 4135.54 ms [2021-08-20 22:59:30 main:574] : INFO : Epoch 1867 | loss: 0.031115 | val_loss: 0.0311478 | Time: 4126.13 ms [2021-08-20 22:59:34 main:574] : INFO : Epoch 1868 | loss: 0.0311131 | val_loss: 0.031147 | Time: 4033.65 ms [2021-08-20 22:59:38 main:574] : INFO : Epoch 1869 | loss: 0.0311121 | val_loss: 0.0311505 | Time: 4159.39 ms [2021-08-20 22:59:42 main:574] : INFO : Epoch 1870 | loss: 0.0311121 | val_loss: 0.0311492 | Time: 4070.33 ms [2021-08-20 22:59:46 main:574] : INFO : Epoch 1871 | loss: 0.0311155 | val_loss: 0.0311491 | Time: 4020.81 ms [2021-08-20 22:59:50 main:574] : INFO : Epoch 1872 | loss: 0.0311154 | val_loss: 0.03115 | Time: 4095.69 ms [2021-08-20 22:59:54 main:574] : INFO : Epoch 1873 | loss: 0.0311138 | val_loss: 0.0311475 | Time: 4060.26 ms [2021-08-20 22:59:58 main:574] : INFO : Epoch 1874 | loss: 0.0311164 | val_loss: 0.0311473 | Time: 4024.52 ms [2021-08-20 23:00:03 main:574] : INFO : Epoch 1875 | loss: 0.0311178 | val_loss: 0.0311467 | Time: 4149.13 ms [2021-08-20 23:00:07 main:574] : INFO : Epoch 1876 | loss: 0.0311157 | val_loss: 0.0311475 | Time: 4111.08 ms [2021-08-20 23:00:11 main:574] : INFO : Epoch 1877 | loss: 0.0311132 | val_loss: 0.0311483 | Time: 4071.83 ms [2021-08-20 23:00:15 main:574] : INFO : Epoch 1878 | loss: 0.031118 | val_loss: 0.0311545 | Time: 4067.91 ms [2021-08-20 23:00:19 main:574] : INFO : Epoch 1879 | loss: 0.0311234 | val_loss: 0.0311509 | Time: 4141.49 ms [2021-08-20 23:00:23 main:574] : INFO : Epoch 1880 | loss: 0.0311183 | val_loss: 0.0311459 | Time: 4116.83 ms [2021-08-20 23:00:27 main:574] : INFO : Epoch 1881 | loss: 0.0311172 | val_loss: 0.0311489 | Time: 4047.04 ms [2021-08-20 23:00:31 main:574] : INFO : Epoch 1882 | loss: 0.0311167 | val_loss: 0.0311557 | Time: 4062.32 ms [2021-08-20 23:00:36 main:574] : INFO : Epoch 1883 | loss: 0.0311151 | val_loss: 0.0311467 | Time: 4072.46 ms [2021-08-20 23:00:40 main:574] : INFO : Epoch 1884 | loss: 0.0311154 | val_loss: 0.0311469 | Time: 4071.39 ms [2021-08-20 23:00:44 main:574] : INFO : Epoch 1885 | loss: 0.0311139 | val_loss: 0.0311534 | Time: 4121.14 ms [2021-08-20 23:00:48 main:574] : INFO : Epoch 1886 | loss: 0.0311126 | val_loss: 0.0311471 | Time: 4121.71 ms [2021-08-20 23:00:52 main:574] : INFO : Epoch 1887 | loss: 0.0311118 | val_loss: 0.0311471 | Time: 4101.48 ms [2021-08-20 23:00:56 main:574] : INFO : Epoch 1888 | loss: 0.0311147 | val_loss: 0.031153 | Time: 4020.71 ms [2021-08-20 23:01:00 main:574] : INFO : Epoch 1889 | loss: 0.0311143 | val_loss: 0.0311515 | Time: 4085.12 ms [2021-08-20 23:01:04 main:574] : INFO : Epoch 1890 | loss: 0.0311125 | val_loss: 0.0311545 | Time: 4134.67 ms [2021-08-20 23:01:08 main:574] : INFO : Epoch 1891 | loss: 0.0311135 | val_loss: 0.0311523 | Time: 4142.34 ms [2021-08-20 23:01:13 main:574] : INFO : Epoch 1892 | loss: 0.0311103 | val_loss: 0.031153 | Time: 4074.56 ms [2021-08-20 23:01:17 main:574] : INFO : Epoch 1893 | loss: 0.0311104 | val_loss: 0.0311488 | Time: 3999.85 ms [2021-08-20 23:01:21 main:574] : INFO : Epoch 1894 | loss: 0.0311112 | val_loss: 0.0311531 | Time: 4030.48 ms [2021-08-20 23:01:25 main:574] : INFO : Epoch 1895 | loss: 0.0311133 | val_loss: 0.0311542 | Time: 4031.62 ms [2021-08-20 23:01:29 main:574] : INFO : Epoch 1896 | loss: 0.0311101 | val_loss: 0.0311547 | Time: 4146.69 ms [2021-08-20 23:01:33 main:574] : INFO : Epoch 1897 | loss: 0.0311116 | val_loss: 0.0311506 | Time: 4087.24 ms [2021-08-20 23:01:37 main:574] : INFO : Epoch 1898 | loss: 0.0311115 | val_loss: 0.0311525 | Time: 4021.82 ms [2021-08-20 23:01:41 main:574] : INFO : Epoch 1899 | loss: 0.0311152 | val_loss: 0.0311554 | Time: 4098.49 ms [2021-08-20 23:01:45 main:574] : INFO : Epoch 1900 | loss: 0.0311239 | val_loss: 0.0311718 | Time: 4046.93 ms [2021-08-20 23:01:49 main:574] : INFO : Epoch 1901 | loss: 0.0311733 | val_loss: 0.031174 | Time: 4153.25 ms [2021-08-20 23:01:54 main:574] : INFO : Epoch 1902 | loss: 0.0311631 | val_loss: 0.031164 | Time: 4143.52 ms [2021-08-20 23:01:58 main:574] : INFO : Epoch 1903 | loss: 0.031159 | val_loss: 0.0311628 | Time: 4109.05 ms [2021-08-20 23:02:02 main:574] : INFO : Epoch 1904 | loss: 0.0311547 | val_loss: 0.0311641 | Time: 4125.59 ms [2021-08-20 23:02:06 main:574] : INFO : Epoch 1905 | loss: 0.0311505 | val_loss: 0.0311576 | Time: 4007.71 ms [2021-08-20 23:02:10 main:574] : INFO : Epoch 1906 | loss: 0.0311494 | val_loss: 0.0311561 | Time: 4003.9 ms [2021-08-20 23:02:14 main:574] : INFO : Epoch 1907 | loss: 0.0311485 | val_loss: 0.0311567 | Time: 4008.79 ms [2021-08-20 23:02:18 main:574] : INFO : Epoch 1908 | loss: 0.0311471 | val_loss: 0.0311556 | Time: 4050.04 ms [2021-08-20 23:02:22 main:574] : INFO : Epoch 1909 | loss: 0.0311458 | val_loss: 0.0311603 | Time: 4057.8 ms [2021-08-20 23:02:26 main:574] : INFO : Epoch 1910 | loss: 0.0311474 | val_loss: 0.0311555 | Time: 4221.55 ms [2021-08-20 23:02:31 main:574] : INFO : Epoch 1911 | loss: 0.0311433 | val_loss: 0.0311558 | Time: 4128.28 ms [2021-08-20 23:02:35 main:574] : INFO : Epoch 1912 | loss: 0.0311424 | val_loss: 0.0311538 | Time: 4005.03 ms [2021-08-20 23:02:39 main:574] : INFO : Epoch 1913 | loss: 0.0311411 | val_loss: 0.0311554 | Time: 4117.23 ms [2021-08-20 23:02:43 main:574] : INFO : Epoch 1914 | loss: 0.0311405 | val_loss: 0.031164 | Time: 4087.19 ms [2021-08-20 23:02:47 main:574] : INFO : Epoch 1915 | loss: 0.0311408 | val_loss: 0.0311523 | Time: 4105.81 ms [2021-08-20 23:02:51 main:574] : INFO : Epoch 1916 | loss: 0.0311377 | val_loss: 0.0311511 | Time: 4188.89 ms [2021-08-20 23:02:55 main:574] : INFO : Epoch 1917 | loss: 0.0311395 | val_loss: 0.0311561 | Time: 4160.41 ms [2021-08-20 23:02:59 main:574] : INFO : Epoch 1918 | loss: 0.031138 | val_loss: 0.0311607 | Time: 4045.78 ms [2021-08-20 23:03:03 main:574] : INFO : Epoch 1919 | loss: 0.0311396 | val_loss: 0.0311519 | Time: 4127.69 ms [2021-08-20 23:03:08 main:574] : INFO : Epoch 1920 | loss: 0.031136 | val_loss: 0.0311538 | Time: 4063.54 ms [2021-08-20 23:03:12 main:574] : INFO : Epoch 1921 | loss: 0.0311361 | val_loss: 0.0311534 | Time: 4147 ms [2021-08-20 23:03:16 main:574] : INFO : Epoch 1922 | loss: 0.0311349 | val_loss: 0.0311545 | Time: 4121.97 ms [2021-08-20 23:03:20 main:574] : INFO : Epoch 1923 | loss: 0.0311351 | val_loss: 0.0311532 | Time: 4204.78 ms [2021-08-20 23:03:24 main:574] : INFO : Epoch 1924 | loss: 0.0311345 | val_loss: 0.0311528 | Time: 3976.19 ms [2021-08-20 23:03:28 main:574] : INFO : Epoch 1925 | loss: 0.0311321 | val_loss: 0.0311538 | Time: 4165.69 ms [2021-08-20 23:03:32 main:574] : INFO : Epoch 1926 | loss: 0.0311311 | val_loss: 0.0311553 | Time: 4036.64 ms [2021-08-20 23:03:37 main:574] : INFO : Epoch 1927 | loss: 0.031131 | val_loss: 0.0311559 | Time: 4111.4 ms [2021-08-20 23:03:41 main:574] : INFO : Epoch 1928 | loss: 0.0311301 | val_loss: 0.0311553 | Time: 4088.79 ms [2021-08-20 23:03:45 main:574] : INFO : Epoch 1929 | loss: 0.0311313 | val_loss: 0.0311533 | Time: 4093.82 ms [2021-08-20 23:03:49 main:574] : INFO : Epoch 1930 | loss: 0.0311322 | val_loss: 0.0311531 | Time: 4066.57 ms [2021-08-20 23:03:53 main:574] : INFO : Epoch 1931 | loss: 0.0311319 | val_loss: 0.0311548 | Time: 4124.87 ms [2021-08-20 23:03:57 main:574] : INFO : Epoch 1932 | loss: 0.0311317 | val_loss: 0.0311595 | Time: 4092.67 ms [2021-08-20 23:04:01 main:574] : INFO : Epoch 1933 | loss: 0.0311335 | val_loss: 0.0311574 | Time: 4123.92 ms [2021-08-20 23:04:05 main:574] : INFO : Epoch 1934 | loss: 0.0311346 | val_loss: 0.0311543 | Time: 4054.83 ms [2021-08-20 23:04:09 main:574] : INFO : Epoch 1935 | loss: 0.0311314 | val_loss: 0.0311532 | Time: 4075.09 ms [2021-08-20 23:04:14 main:574] : INFO : Epoch 1936 | loss: 0.0311315 | val_loss: 0.0311567 | Time: 4232.58 ms [2021-08-20 23:04:18 main:574] : INFO : Epoch 1937 | loss: 0.0311325 | val_loss: 0.0311538 | Time: 4053.3 ms [2021-08-20 23:04:22 main:574] : INFO : Epoch 1938 | loss: 0.0311308 | val_loss: 0.0311525 | Time: 4148.53 ms [2021-08-20 23:04:26 main:574] : INFO : Epoch 1939 | loss: 0.0311322 | val_loss: 0.0311617 | Time: 4049.03 ms [2021-08-20 23:04:30 main:574] : INFO : Epoch 1940 | loss: 0.0311317 | val_loss: 0.0311538 | Time: 4067.15 ms [2021-08-20 23:04:34 main:574] : INFO : Epoch 1941 | loss: 0.0311279 | val_loss: 0.0311512 | Time: 4126.61 ms [2021-08-20 23:04:38 main:574] : INFO : Epoch 1942 | loss: 0.0311292 | val_loss: 0.031152 | Time: 4168.02 ms [2021-08-20 23:04:42 main:574] : INFO : Epoch 1943 | loss: 0.0311289 | val_loss: 0.0311538 | Time: 4035.12 ms [2021-08-20 23:04:47 main:574] : INFO : Epoch 1944 | loss: 0.031127 | val_loss: 0.0311521 | Time: 4028.48 ms [2021-08-20 23:04:51 main:574] : INFO : Epoch 1945 | loss: 0.0311266 | val_loss: 0.0311514 | Time: 4092.4 ms [2021-08-20 23:04:55 main:574] : INFO : Epoch 1946 | loss: 0.0311262 | val_loss: 0.0311515 | Time: 4345.32 ms [2021-08-20 23:04:59 main:574] : INFO : Epoch 1947 | loss: 0.031126 | val_loss: 0.0311538 | Time: 4171.71 ms [2021-08-20 23:05:03 main:574] : INFO : Epoch 1948 | loss: 0.0311266 | val_loss: 0.0311546 | Time: 4243.8 ms [2021-08-20 23:05:08 main:574] : INFO : Epoch 1949 | loss: 0.0311272 | val_loss: 0.0311613 | Time: 4080.07 ms [2021-08-20 23:05:12 main:574] : INFO : Epoch 1950 | loss: 0.0311267 | val_loss: 0.0311568 | Time: 3963.21 ms [2021-08-20 23:05:16 main:574] : INFO : Epoch 1951 | loss: 0.0311249 | val_loss: 0.0311513 | Time: 4016.13 ms [2021-08-20 23:05:20 main:574] : INFO : Epoch 1952 | loss: 0.031124 | val_loss: 0.0311546 | Time: 4016.53 ms [2021-08-20 23:05:24 main:574] : INFO : Epoch 1953 | loss: 0.0311243 | val_loss: 0.0311522 | Time: 4062.37 ms [2021-08-20 23:05:28 main:574] : INFO : Epoch 1954 | loss: 0.0311229 | val_loss: 0.0311585 | Time: 4203.82 ms [2021-08-20 23:05:32 main:574] : INFO : Epoch 1955 | loss: 0.0311235 | val_loss: 0.0311542 | Time: 4101.86 ms [2021-08-20 23:05:36 main:574] : INFO : Epoch 1956 | loss: 0.0311235 | val_loss: 0.0311543 | Time: 4041.15 ms [2021-08-20 23:05:40 main:574] : INFO : Epoch 1957 | loss: 0.0311244 | val_loss: 0.031157 | Time: 4169.99 ms [2021-08-20 23:05:44 main:574] : INFO : Epoch 1958 | loss: 0.0311235 | val_loss: 0.0311529 | Time: 4037.62 ms [2021-08-20 23:05:49 main:574] : INFO : Epoch 1959 | loss: 0.0311242 | val_loss: 0.0311515 | Time: 4201.88 ms [2021-08-20 23:05:53 main:574] : INFO : Epoch 1960 | loss: 0.0311244 | val_loss: 0.0311544 | Time: 4049.57 ms [2021-08-20 23:05:57 main:574] : INFO : Epoch 1961 | loss: 0.0311217 | val_loss: 0.0311537 | Time: 4090.6 ms [2021-08-20 23:06:01 main:574] : INFO : Epoch 1962 | loss: 0.0311215 | val_loss: 0.0311543 | Time: 4114.02 ms [2021-08-20 23:06:05 main:574] : INFO : Epoch 1963 | loss: 0.0311239 | val_loss: 0.0311535 | Time: 4089.76 ms [2021-08-20 23:06:09 main:574] : INFO : Epoch 1964 | loss: 0.0311241 | val_loss: 0.0311527 | Time: 4035.03 ms [2021-08-20 23:06:13 main:574] : INFO : Epoch 1965 | loss: 0.0311214 | val_loss: 0.0311515 | Time: 4069.09 ms [2021-08-20 23:06:17 main:574] : INFO : Epoch 1966 | loss: 0.0311214 | val_loss: 0.0311575 | Time: 4095.83 ms [2021-08-20 23:06:21 main:574] : INFO : Epoch 1967 | loss: 0.0311213 | val_loss: 0.031152 | Time: 4045.53 ms [2021-08-20 23:06:25 main:574] : INFO : Epoch 1968 | loss: 0.0311209 | val_loss: 0.0311511 | Time: 4013.91 ms [2021-08-20 23:06:30 main:574] : INFO : Epoch 1969 | loss: 0.0311207 | val_loss: 0.0311507 | Time: 4084.41 ms [2021-08-20 23:06:34 main:574] : INFO : Epoch 1970 | loss: 0.0311207 | val_loss: 0.0311514 | Time: 4179.17 ms [2021-08-20 23:06:38 main:574] : INFO : Epoch 1971 | loss: 0.031122 | val_loss: 0.0311521 | Time: 4149.39 ms [2021-08-20 23:06:42 main:574] : INFO : Epoch 1972 | loss: 0.0311215 | val_loss: 0.0311509 | Time: 4143.35 ms [2021-08-20 23:06:46 main:574] : INFO : Epoch 1973 | loss: 0.0311189 | val_loss: 0.0311523 | Time: 4102.75 ms [2021-08-20 23:06:50 main:574] : INFO : Epoch 1974 | loss: 0.031119 | val_loss: 0.0311537 | Time: 4109.62 ms [2021-08-20 23:06:54 main:574] : INFO : Epoch 1975 | loss: 0.0311188 | val_loss: 0.0311551 | Time: 4023.33 ms [2021-08-20 23:06:59 main:574] : INFO : Epoch 1976 | loss: 0.0311204 | val_loss: 0.0311553 | Time: 4085.63 ms [2021-08-20 23:07:03 main:574] : INFO : Epoch 1977 | loss: 0.0311229 | val_loss: 0.0311525 | Time: 4046.57 ms [2021-08-20 23:07:07 main:574] : INFO : Epoch 1978 | loss: 0.0311217 | val_loss: 0.0311505 | Time: 4134.47 ms [2021-08-20 23:07:11 main:574] : INFO : Epoch 1979 | loss: 0.0311237 | val_loss: 0.0311505 | Time: 4093.28 ms [2021-08-20 23:07:15 main:574] : INFO : Epoch 1980 | loss: 0.0311197 | val_loss: 0.0311509 | Time: 4056.58 ms [2021-08-20 23:07:19 main:574] : INFO : Epoch 1981 | loss: 0.0311195 | val_loss: 0.0311515 | Time: 4053.44 ms [2021-08-20 23:07:23 main:574] : INFO : Epoch 1982 | loss: 0.0311196 | val_loss: 0.0311516 | Time: 4219.8 ms [2021-08-20 23:07:27 main:574] : INFO : Epoch 1983 | loss: 0.0311182 | val_loss: 0.0311496 | Time: 4099.92 ms [2021-08-20 23:07:32 main:574] : INFO : Epoch 1984 | loss: 0.0311189 | val_loss: 0.0311504 | Time: 4191.7 ms [2021-08-20 23:07:36 main:574] : INFO : Epoch 1985 | loss: 0.031117 | val_loss: 0.0311515 | Time: 4090.04 ms [2021-08-20 23:07:40 main:574] : INFO : Epoch 1986 | loss: 0.0311173 | val_loss: 0.0311532 | Time: 4143.78 ms [2021-08-20 23:07:44 main:574] : INFO : Epoch 1987 | loss: 0.0311166 | val_loss: 0.0311538 | Time: 4084.07 ms [2021-08-20 23:07:48 main:574] : INFO : Epoch 1988 | loss: 0.0311164 | val_loss: 0.0311533 | Time: 4077.4 ms [2021-08-20 23:07:52 main:574] : INFO : Epoch 1989 | loss: 0.0311167 | val_loss: 0.0311531 | Time: 4109.21 ms [2021-08-20 23:07:56 main:574] : INFO : Epoch 1990 | loss: 0.0311176 | val_loss: 0.0311587 | Time: 4003.02 ms [2021-08-20 23:08:01 main:574] : INFO : Epoch 1991 | loss: 0.031119 | val_loss: 0.0311593 | Time: 4191.9 ms [2021-08-20 23:08:05 main:574] : INFO : Epoch 1992 | loss: 0.0311191 | val_loss: 0.0311509 | Time: 4103.21 ms [2021-08-20 23:08:09 main:574] : INFO : Epoch 1993 | loss: 0.0311203 | val_loss: 0.0311534 | Time: 4034.84 ms [2021-08-20 23:08:13 main:574] : INFO : Epoch 1994 | loss: 0.0311165 | val_loss: 0.0311516 | Time: 4011.51 ms [2021-08-20 23:08:17 main:574] : INFO : Epoch 1995 | loss: 0.031116 | val_loss: 0.0311503 | Time: 3974.78 ms [2021-08-20 23:08:21 main:574] : INFO : Epoch 1996 | loss: 0.0311169 | val_loss: 0.031152 | Time: 4048.61 ms [2021-08-20 23:08:25 main:574] : INFO : Epoch 1997 | loss: 0.0311153 | val_loss: 0.031149 | Time: 4039.48 ms [2021-08-20 23:08:29 main:574] : INFO : Epoch 1998 | loss: 0.0311149 | val_loss: 0.0311489 | Time: 4078.37 ms [2021-08-20 23:08:33 main:574] : INFO : Epoch 1999 | loss: 0.0311142 | val_loss: 0.0311487 | Time: 4103.14 ms [2021-08-20 23:08:37 main:574] : INFO : Epoch 2000 | loss: 0.0311142 | val_loss: 0.031154 | Time: 4093.66 ms [2021-08-20 23:08:42 main:574] : INFO : Epoch 2001 | loss: 0.0311178 | val_loss: 0.0311515 | Time: 4541.77 ms [2021-08-20 23:08:46 main:574] : INFO : Epoch 2002 | loss: 0.0311162 | val_loss: 0.0311537 | Time: 4276.04 ms [2021-08-20 23:08:50 main:574] : INFO : Epoch 2003 | loss: 0.0311147 | val_loss: 0.0311506 | Time: 4015.87 ms [2021-08-20 23:08:54 main:574] : INFO : Epoch 2004 | loss: 0.0311156 | val_loss: 0.0311498 | Time: 4009.78 ms [2021-08-20 23:08:58 main:574] : INFO : Epoch 2005 | loss: 0.0311156 | val_loss: 0.0311527 | Time: 4170.31 ms [2021-08-20 23:09:02 main:574] : INFO : Epoch 2006 | loss: 0.0311141 | val_loss: 0.0311519 | Time: 4075.08 ms [2021-08-20 23:09:06 main:574] : INFO : Epoch 2007 | loss: 0.0311137 | val_loss: 0.0311522 | Time: 4120.11 ms [2021-08-20 23:09:11 main:574] : INFO : Epoch 2008 | loss: 0.0311143 | val_loss: 0.0311527 | Time: 4147.6 ms [2021-08-20 23:09:15 main:574] : INFO : Epoch 2009 | loss: 0.0311122 | val_loss: 0.0311536 | Time: 4062.56 ms [2021-08-20 23:09:19 main:574] : INFO : Epoch 2010 | loss: 0.031113 | val_loss: 0.0311506 | Time: 4142.14 ms [2021-08-20 23:09:23 main:574] : INFO : Epoch 2011 | loss: 0.0311154 | val_loss: 0.0311523 | Time: 4050.12 ms [2021-08-20 23:09:27 main:574] : INFO : Epoch 2012 | loss: 0.0311159 | val_loss: 0.0311573 | Time: 4053.42 ms [2021-08-20 23:09:31 main:574] : INFO : Epoch 2013 | loss: 0.0311153 | val_loss: 0.031157 | Time: 4063.3 ms [2021-08-20 23:09:35 main:574] : INFO : Epoch 2014 | loss: 0.031114 | val_loss: 0.0311486 | Time: 4006.15 ms [2021-08-20 23:09:39 main:574] : INFO : Epoch 2015 | loss: 0.0311181 | val_loss: 0.0311568 | Time: 4009.87 ms [2021-08-20 23:09:43 main:574] : INFO : Epoch 2016 | loss: 0.0311181 | val_loss: 0.0311504 | Time: 4083.11 ms [2021-08-20 23:09:47 main:574] : INFO : Epoch 2017 | loss: 0.0311214 | val_loss: 0.03115 | Time: 4088.17 ms [2021-08-20 23:09:52 main:574] : INFO : Epoch 2018 | loss: 0.0311216 | val_loss: 0.0311509 | Time: 4293 ms [2021-08-20 23:09:56 main:574] : INFO : Epoch 2019 | loss: 0.0311248 | val_loss: 0.0311504 | Time: 4102.27 ms [2021-08-20 23:10:00 main:574] : INFO : Epoch 2020 | loss: 0.0311226 | val_loss: 0.031151 | Time: 4133.08 ms [2021-08-20 23:10:04 main:574] : INFO : Epoch 2021 | loss: 0.0311191 | val_loss: 0.0311489 | Time: 4086.12 ms [2021-08-20 23:10:08 main:574] : INFO : Epoch 2022 | loss: 0.0311189 | val_loss: 0.0311544 | Time: 4063.99 ms [2021-08-20 23:10:12 main:574] : INFO : Epoch 2023 | loss: 0.0311184 | val_loss: 0.0311512 | Time: 4031.42 ms [2021-08-20 23:10:16 main:574] : INFO : Epoch 2024 | loss: 0.0311171 | val_loss: 0.0311571 | Time: 4032.45 ms [2021-08-20 23:10:20 main:574] : INFO : Epoch 2025 | loss: 0.0311183 | val_loss: 0.0311509 | Time: 4002.4 ms [2021-08-20 23:10:24 main:574] : INFO : Epoch 2026 | loss: 0.0311162 | val_loss: 0.0311492 | Time: 4043.25 ms [2021-08-20 23:10:29 main:574] : INFO : Epoch 2027 | loss: 0.0311169 | val_loss: 0.0311535 | Time: 4155.6 ms [2021-08-20 23:10:33 main:574] : INFO : Epoch 2028 | loss: 0.031119 | val_loss: 0.0311508 | Time: 4133.61 ms [2021-08-20 23:10:37 main:574] : INFO : Epoch 2029 | loss: 0.0311183 | val_loss: 0.0311513 | Time: 4135.51 ms [2021-08-20 23:10:41 main:574] : INFO : Epoch 2030 | loss: 0.0311159 | val_loss: 0.0311531 | Time: 4114.91 ms [2021-08-20 23:10:45 main:574] : INFO : Epoch 2031 | loss: 0.0311151 | val_loss: 0.0311541 | Time: 4059.04 ms [2021-08-20 23:10:49 main:574] : INFO : Epoch 2032 | loss: 0.0311152 | val_loss: 0.0311614 | Time: 4203.13 ms [2021-08-20 23:10:53 main:574] : INFO : Epoch 2033 | loss: 0.0311185 | val_loss: 0.0311531 | Time: 4154.22 ms [2021-08-20 23:10:58 main:574] : INFO : Epoch 2034 | loss: 0.031125 | val_loss: 0.0311499 | Time: 4126.66 ms [2021-08-20 23:11:02 main:574] : INFO : Epoch 2035 | loss: 0.0311217 | val_loss: 0.0311507 | Time: 4223.89 ms [2021-08-20 23:11:06 main:574] : INFO : Epoch 2036 | loss: 0.0311196 | val_loss: 0.0311501 | Time: 4017.52 ms [2021-08-20 23:11:10 main:574] : INFO : Epoch 2037 | loss: 0.0311206 | val_loss: 0.0311507 | Time: 4052.28 ms [2021-08-20 23:11:14 main:574] : INFO : Epoch 2038 | loss: 0.031118 | val_loss: 0.031152 | Time: 3990.72 ms [2021-08-20 23:11:18 main:574] : INFO : Epoch 2039 | loss: 0.0311162 | val_loss: 0.0311519 | Time: 4100.19 ms [2021-08-20 23:11:22 main:574] : INFO : Epoch 2040 | loss: 0.0311156 | val_loss: 0.0311544 | Time: 4050.47 ms [2021-08-20 23:11:26 main:574] : INFO : Epoch 2041 | loss: 0.0311152 | val_loss: 0.0311517 | Time: 4199.27 ms [2021-08-20 23:11:31 main:574] : INFO : Epoch 2042 | loss: 0.031115 | val_loss: 0.0311504 | Time: 4133.81 ms [2021-08-20 23:11:35 main:574] : INFO : Epoch 2043 | loss: 0.0311143 | val_loss: 0.0311516 | Time: 4040.12 ms [2021-08-20 23:11:39 main:574] : INFO : Epoch 2044 | loss: 0.031115 | val_loss: 0.0311559 | Time: 4087.23 ms [2021-08-20 23:11:43 main:574] : INFO : Epoch 2045 | loss: 0.031118 | val_loss: 0.0311523 | Time: 4014.13 ms [2021-08-20 23:11:47 main:574] : INFO : Epoch 2046 | loss: 0.0311155 | val_loss: 0.0311534 | Time: 4154.71 ms [2021-08-20 23:11:51 main:574] : INFO : Epoch 2047 | loss: 0.031115 | val_loss: 0.031152 | Time: 4114.4 ms [2021-08-20 23:11:55 main:574] : INFO : Epoch 2048 | loss: 0.0311134 | val_loss: 0.0311537 | Time: 4106.67 ms [2021-08-20 23:11:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311537 [2021-08-20 23:11:55 main:603] : INFO : Saving end state to config to file [2021-08-20 23:11:55 main:608] : INFO : Success, exiting.. 23:11:55 (804): 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)