Task 6676658
| Name | ParityMachine-1627980494-15402-2_0 |
| Workunit | 4422235 |
| Created | 16 Aug 2021, 20:57:49 UTC |
| Sent | 22 Aug 2021, 16:24:26 UTC |
| Report deadline | 29 Aug 2021, 16:24:26 UTC |
| Received | 23 Aug 2021, 6:20:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 22 min 32 sec |
| CPU time | 2 hours 19 min 42 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 | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311161 | val_loss: 0.0311421 | Time: 4138.52 ms [2021-08-23 07:44:45 main:574] : INFO : Epoch 1543 | loss: 0.0311169 | val_loss: 0.0311466 | Time: 4155.28 ms [2021-08-23 07:44:49 main:574] : INFO : Epoch 1544 | loss: 0.031118 | val_loss: 0.0311416 | Time: 4185.89 ms [2021-08-23 07:44:53 main:574] : INFO : Epoch 1545 | loss: 0.0311167 | val_loss: 0.0311425 | Time: 4094.95 ms [2021-08-23 07:44:57 main:574] : INFO : Epoch 1546 | loss: 0.0311184 | val_loss: 0.0311408 | Time: 4224.01 ms [2021-08-23 07:45:02 main:574] : INFO : Epoch 1547 | loss: 0.0311161 | val_loss: 0.0311408 | Time: 4269.87 ms [2021-08-23 07:45:06 main:574] : INFO : Epoch 1548 | loss: 0.031115 | val_loss: 0.0311394 | Time: 4136.59 ms [2021-08-23 07:45:10 main:574] : INFO : Epoch 1549 | loss: 0.0311137 | val_loss: 0.0311387 | Time: 4256.11 ms [2021-08-23 07:45:14 main:574] : INFO : Epoch 1550 | loss: 0.0311145 | val_loss: 0.031138 | Time: 4056.24 ms [2021-08-23 07:45:18 main:574] : INFO : Epoch 1551 | loss: 0.0311146 | val_loss: 0.0311399 | Time: 3987.68 ms [2021-08-23 07:45:22 main:574] : INFO : Epoch 1552 | loss: 0.0311116 | val_loss: 0.0311375 | Time: 4098.72 ms [2021-08-23 07:45:26 main:574] : INFO : Epoch 1553 | loss: 0.0311142 | val_loss: 0.0311363 | Time: 4124.42 ms [2021-08-23 07:45:31 main:574] : INFO : Epoch 1554 | loss: 0.0311145 | val_loss: 0.0311392 | Time: 4075.81 ms [2021-08-23 07:45:35 main:574] : INFO : Epoch 1555 | loss: 0.0311114 | val_loss: 0.0311392 | Time: 4054.89 ms [2021-08-23 07:45:39 main:574] : INFO : Epoch 1556 | loss: 0.0311119 | val_loss: 0.0311398 | Time: 4067.06 ms [2021-08-23 07:45:43 main:574] : INFO : Epoch 1557 | loss: 0.0311106 | val_loss: 0.0311373 | Time: 4085.21 ms [2021-08-23 07:45:47 main:574] : INFO : Epoch 1558 | loss: 0.0311102 | val_loss: 0.0311429 | Time: 4152.22 ms [2021-08-23 07:45:51 main:574] : INFO : Epoch 1559 | loss: 0.0311119 | val_loss: 0.0311436 | Time: 4186.86 ms [2021-08-23 07:45:55 main:574] : INFO : Epoch 1560 | loss: 0.0311092 | val_loss: 0.0311399 | Time: 4125.49 ms [2021-08-23 07:46:00 main:574] : INFO : Epoch 1561 | loss: 0.031108 | val_loss: 0.0311395 | Time: 4191.43 ms [2021-08-23 07:46:04 main:574] : INFO : Epoch 1562 | loss: 0.0311084 | val_loss: 0.0311384 | Time: 4108.73 ms [2021-08-23 07:46:08 main:574] : INFO : Epoch 1563 | loss: 0.0311105 | val_loss: 0.0311392 | Time: 4093.38 ms [2021-08-23 07:46:12 main:574] : INFO : Epoch 1564 | loss: 0.0311099 | val_loss: 0.0311362 | Time: 4082.07 ms [2021-08-23 07:46:16 main:574] : INFO : Epoch 1565 | loss: 0.0311114 | val_loss: 0.0311479 | Time: 4075.98 ms [2021-08-23 07:46:20 main:574] : INFO : Epoch 1566 | loss: 0.0311129 | val_loss: 0.0311425 | Time: 4019.71 ms [2021-08-23 07:46:24 main:574] : INFO : Epoch 1567 | loss: 0.0311106 | val_loss: 0.0311434 | Time: 4036.86 ms [2021-08-23 07:46:28 main:574] : INFO : Epoch 1568 | loss: 0.0311092 | val_loss: 0.0311439 | Time: 4125.66 ms [2021-08-23 07:46:32 main:574] : INFO : Epoch 1569 | loss: 0.0311116 | val_loss: 0.0311402 | Time: 4142.16 ms [2021-08-23 07:46:37 main:574] : INFO : Epoch 1570 | loss: 0.0311114 | val_loss: 0.0311405 | Time: 4038.03 ms [2021-08-23 07:46:41 main:574] : INFO : Epoch 1571 | loss: 0.0311074 | val_loss: 0.0311381 | Time: 4114.21 ms [2021-08-23 07:46:45 main:574] : INFO : Epoch 1572 | loss: 0.0311086 | val_loss: 0.031146 | Time: 4103.32 ms [2021-08-23 07:46:49 main:574] : INFO : Epoch 1573 | loss: 0.031112 | val_loss: 0.0311385 | Time: 4122.17 ms [2021-08-23 07:46:53 main:574] : INFO : Epoch 1574 | loss: 0.0311077 | val_loss: 0.0311373 | Time: 4105.59 ms [2021-08-23 07:46:57 main:574] : INFO : Epoch 1575 | loss: 0.0311098 | val_loss: 0.0311422 | Time: 4159.51 ms [2021-08-23 07:47:01 main:574] : INFO : Epoch 1576 | loss: 0.0311104 | val_loss: 0.0311437 | Time: 4161.34 ms [2021-08-23 07:47:06 main:574] : INFO : Epoch 1577 | loss: 0.0311111 | val_loss: 0.0311416 | Time: 4080.45 ms [2021-08-23 07:47:10 main:574] : INFO : Epoch 1578 | loss: 0.0311078 | val_loss: 0.031139 | Time: 4095.12 ms [2021-08-23 07:47:14 main:574] : INFO : Epoch 1579 | loss: 0.0311058 | val_loss: 0.0311399 | Time: 4114.28 ms [2021-08-23 07:47:18 main:574] : INFO : Epoch 1580 | loss: 0.0311077 | val_loss: 0.0311454 | Time: 4198.14 ms [2021-08-23 07:47:22 main:574] : INFO : Epoch 1581 | loss: 0.0311076 | val_loss: 0.0311407 | Time: 4096.16 ms [2021-08-23 07:47:26 main:574] : INFO : Epoch 1582 | loss: 0.0311072 | val_loss: 0.0311395 | Time: 4165.8 ms [2021-08-23 07:47:31 main:574] : INFO : Epoch 1583 | loss: 0.0311083 | val_loss: 0.0311402 | Time: 4124.89 ms [2021-08-23 07:47:35 main:574] : INFO : Epoch 1584 | loss: 0.0311093 | val_loss: 0.0311441 | Time: 4084.25 ms [2021-08-23 07:47:39 main:574] : INFO : Epoch 1585 | loss: 0.0311086 | val_loss: 0.0311521 | Time: 4063.77 ms [2021-08-23 07:47:43 main:574] : INFO : Epoch 1586 | loss: 0.0311082 | val_loss: 0.031141 | Time: 4056.81 ms [2021-08-23 07:47:47 main:574] : INFO : Epoch 1587 | loss: 0.0311065 | val_loss: 0.0311408 | Time: 4093.17 ms [2021-08-23 07:47:51 main:574] : INFO : Epoch 1588 | loss: 0.0311077 | val_loss: 0.03114 | Time: 4190.11 ms [2021-08-23 07:47:55 main:574] : INFO : Epoch 1589 | loss: 0.0311073 | val_loss: 0.031139 | Time: 4144.14 ms [2021-08-23 07:48:00 main:574] : INFO : Epoch 1590 | loss: 0.0311073 | val_loss: 0.0311425 | Time: 4169.05 ms [2021-08-23 07:48:04 main:574] : INFO : Epoch 1591 | loss: 0.0311107 | val_loss: 0.0311499 | Time: 4206.75 ms [2021-08-23 07:48:08 main:574] : INFO : Epoch 1592 | loss: 0.0311071 | val_loss: 0.0311404 | Time: 4119.51 ms [2021-08-23 07:48:12 main:574] : INFO : Epoch 1593 | loss: 0.0311117 | val_loss: 0.0311393 | Time: 4142.54 ms [2021-08-23 07:48:16 main:574] : INFO : Epoch 1594 | loss: 0.0311108 | val_loss: 0.0311372 | Time: 4102.6 ms [2021-08-23 07:48:20 main:574] : INFO : Epoch 1595 | loss: 0.0311123 | val_loss: 0.0311345 | Time: 4095.4 ms [2021-08-23 07:48:24 main:574] : INFO : Epoch 1596 | loss: 0.0311095 | val_loss: 0.0311367 | Time: 4178.49 ms [2021-08-23 07:48:29 main:574] : INFO : Epoch 1597 | loss: 0.031107 | val_loss: 0.0311404 | Time: 4176.98 ms [2021-08-23 07:48:33 main:574] : INFO : Epoch 1598 | loss: 0.0311112 | val_loss: 0.0311383 | Time: 4177.59 ms [2021-08-23 07:48:37 main:574] : INFO : Epoch 1599 | loss: 0.0311068 | val_loss: 0.0311397 | Time: 4044.2 ms [2021-08-23 07:48:41 main:574] : INFO : Epoch 1600 | loss: 0.0311058 | val_loss: 0.0311371 | Time: 4219.33 ms [2021-08-23 07:48:45 main:574] : INFO : Epoch 1601 | loss: 0.031107 | val_loss: 0.0311462 | Time: 4244.72 ms [2021-08-23 07:48:50 main:574] : INFO : Epoch 1602 | loss: 0.0311089 | val_loss: 0.031139 | Time: 4115.76 ms [2021-08-23 07:48:54 main:574] : INFO : Epoch 1603 | loss: 0.0311062 | val_loss: 0.0311371 | Time: 4079.95 ms [2021-08-23 07:48:58 main:574] : INFO : Epoch 1604 | loss: 0.0311059 | val_loss: 0.0311368 | Time: 4181.01 ms [2021-08-23 07:49:02 main:574] : INFO : Epoch 1605 | loss: 0.0311062 | val_loss: 0.0311414 | Time: 4056.61 ms [2021-08-23 07:49:06 main:574] : INFO : Epoch 1606 | loss: 0.0311076 | val_loss: 0.0311402 | Time: 4036.17 ms [2021-08-23 07:49:10 main:574] : INFO : Epoch 1607 | loss: 0.0311054 | val_loss: 0.031141 | Time: 4098.13 ms [2021-08-23 07:49:14 main:574] : INFO : Epoch 1608 | loss: 0.0311056 | val_loss: 0.0311385 | Time: 4096.04 ms [2021-08-23 07:49:18 main:574] : INFO : Epoch 1609 | loss: 0.0311054 | val_loss: 0.03114 | Time: 4062.31 ms [2021-08-23 07:49:22 main:574] : INFO : Epoch 1610 | loss: 0.0311043 | val_loss: 0.0311433 | Time: 4059.34 ms [2021-08-23 07:49:26 main:574] : INFO : Epoch 1611 | loss: 0.0311048 | val_loss: 0.0311413 | Time: 3975.78 ms [2021-08-23 07:49:30 main:574] : INFO : Epoch 1612 | loss: 0.0311047 | val_loss: 0.0311371 | Time: 4027.55 ms [2021-08-23 07:49:35 main:574] : INFO : Epoch 1613 | loss: 0.0311051 | val_loss: 0.0311379 | Time: 4091.36 ms [2021-08-23 07:49:39 main:574] : INFO : Epoch 1614 | loss: 0.0311102 | val_loss: 0.0311406 | Time: 4134.21 ms [2021-08-23 07:49:43 main:574] : INFO : Epoch 1615 | loss: 0.0311202 | val_loss: 0.0311415 | Time: 4170.33 ms [2021-08-23 07:49:47 main:574] : INFO : Epoch 1616 | loss: 0.0311173 | val_loss: 0.0311414 | Time: 4093.16 ms [2021-08-23 07:49:51 main:574] : INFO : Epoch 1617 | loss: 0.0311148 | val_loss: 0.0311432 | Time: 4141.65 ms [2021-08-23 07:49:55 main:574] : INFO : Epoch 1618 | loss: 0.0311131 | val_loss: 0.0311407 | Time: 4085.49 ms [2021-08-23 07:49:59 main:574] : INFO : Epoch 1619 | loss: 0.0311139 | val_loss: 0.03114 | Time: 4172.69 ms [2021-08-23 07:50:04 main:574] : INFO : Epoch 1620 | loss: 0.031111 | val_loss: 0.0311393 | Time: 4132.73 ms [2021-08-23 07:50:08 main:574] : INFO : Epoch 1621 | loss: 0.031109 | val_loss: 0.031141 | Time: 4179.64 ms [2021-08-23 07:50:12 main:574] : INFO : Epoch 1622 | loss: 0.031116 | val_loss: 0.0311371 | Time: 4123.22 ms [2021-08-23 07:50:16 main:574] : INFO : Epoch 1623 | loss: 0.0311157 | val_loss: 0.0311381 | Time: 4244.29 ms [2021-08-23 07:50:20 main:574] : INFO : Epoch 1624 | loss: 0.0311147 | val_loss: 0.0311382 | Time: 4159.85 ms [2021-08-23 07:50:25 main:574] : INFO : Epoch 1625 | loss: 0.0311142 | val_loss: 0.0311365 | Time: 4159.13 ms [2021-08-23 07:50:29 main:574] : INFO : Epoch 1626 | loss: 0.0311135 | val_loss: 0.0311401 | Time: 4134.81 ms [2021-08-23 07:50:33 main:574] : INFO : Epoch 1627 | loss: 0.0311161 | val_loss: 0.0311377 | Time: 4082.53 ms [2021-08-23 07:50:37 main:574] : INFO : Epoch 1628 | loss: 0.0311138 | val_loss: 0.0311372 | Time: 4058.03 ms [2021-08-23 07:50:41 main:574] : INFO : Epoch 1629 | loss: 0.0311123 | val_loss: 0.0311373 | Time: 4151.63 ms [2021-08-23 07:50:45 main:574] : INFO : Epoch 1630 | loss: 0.0311098 | val_loss: 0.0311403 | Time: 4186.9 ms [2021-08-23 07:50:49 main:574] : INFO : Epoch 1631 | loss: 0.0311082 | val_loss: 0.0311391 | Time: 4028.97 ms [2021-08-23 07:50:54 main:574] : INFO : Epoch 1632 | loss: 0.031108 | val_loss: 0.0311385 | Time: 4257.18 ms [2021-08-23 07:50:58 main:574] : INFO : Epoch 1633 | loss: 0.031108 | val_loss: 0.0311405 | Time: 4178.86 ms [2021-08-23 07:51:02 main:574] : INFO : Epoch 1634 | loss: 0.0311101 | val_loss: 0.031141 | Time: 4167.21 ms [2021-08-23 07:51:06 main:574] : INFO : Epoch 1635 | loss: 0.0311096 | val_loss: 0.0311414 | Time: 4221.59 ms [2021-08-23 07:51:10 main:574] : INFO : Epoch 1636 | loss: 0.0311082 | val_loss: 0.0311433 | Time: 4143.45 ms [2021-08-23 07:51:15 main:574] : INFO : Epoch 1637 | loss: 0.0311082 | val_loss: 0.0311403 | Time: 4145.26 ms [2021-08-23 07:51:19 main:574] : INFO : Epoch 1638 | loss: 0.0311073 | val_loss: 0.0311436 | Time: 4022.04 ms [2021-08-23 07:51:23 main:574] : INFO : Epoch 1639 | loss: 0.0311056 | val_loss: 0.0311426 | Time: 4180.05 ms [2021-08-23 07:51:27 main:574] : INFO : Epoch 1640 | loss: 0.0311039 | val_loss: 0.0311424 | Time: 4129.61 ms [2021-08-23 07:51:31 main:574] : INFO : Epoch 1641 | loss: 0.031106 | val_loss: 0.0311423 | Time: 4161.24 ms [2021-08-23 07:51:35 main:574] : INFO : Epoch 1642 | loss: 0.0311099 | val_loss: 0.0311408 | Time: 4094.55 ms [2021-08-23 07:51:40 main:574] : INFO : Epoch 1643 | loss: 0.0311116 | val_loss: 0.0311416 | Time: 4151.38 ms [2021-08-23 07:51:44 main:574] : INFO : Epoch 1644 | loss: 0.0311095 | val_loss: 0.0311417 | Time: 4231.85 ms [2021-08-23 07:51:48 main:574] : INFO : Epoch 1645 | loss: 0.0311085 | val_loss: 0.031143 | Time: 4109.67 ms [2021-08-23 07:51:52 main:574] : INFO : Epoch 1646 | loss: 0.0311118 | val_loss: 0.0311407 | Time: 4137.47 ms [2021-08-23 07:51:56 main:574] : INFO : Epoch 1647 | loss: 0.0311152 | val_loss: 0.0311443 | Time: 4210.31 ms [2021-08-23 07:52:00 main:574] : INFO : Epoch 1648 | loss: 0.031114 | val_loss: 0.0311364 | Time: 4180.14 ms [2021-08-23 07:52:05 main:574] : INFO : Epoch 1649 | loss: 0.031113 | val_loss: 0.0311383 | Time: 4122.73 ms [2021-08-23 07:52:09 main:574] : INFO : Epoch 1650 | loss: 0.03111 | val_loss: 0.0311398 | Time: 4136.45 ms [2021-08-23 07:52:13 main:574] : INFO : Epoch 1651 | loss: 0.0311089 | val_loss: 0.031138 | Time: 4129.84 ms [2021-08-23 07:52:17 main:574] : INFO : Epoch 1652 | loss: 0.0311108 | val_loss: 0.0311393 | Time: 4090.34 ms [2021-08-23 07:52:21 main:574] : INFO : Epoch 1653 | loss: 0.0311104 | val_loss: 0.0311403 | Time: 4143.6 ms [2021-08-23 07:52:25 main:574] : INFO : Epoch 1654 | loss: 0.0311113 | val_loss: 0.0311382 | Time: 4227 ms [2021-08-23 07:52:30 main:574] : INFO : Epoch 1655 | loss: 0.0311105 | val_loss: 0.0311417 | Time: 4146.98 ms [2021-08-23 07:52:35 main:574] : INFO : Epoch 1656 | loss: 0.0311088 | val_loss: 0.0311375 | Time: 5114.1 ms [2021-08-23 07:52:39 main:574] : INFO : Epoch 1657 | loss: 0.0311075 | val_loss: 0.0311408 | Time: 4211.89 ms [2021-08-23 07:52:43 main:574] : INFO : Epoch 1658 | loss: 0.0311078 | val_loss: 0.0311375 | Time: 4293.24 ms [2021-08-23 07:52:48 main:574] : INFO : Epoch 1659 | loss: 0.0311098 | val_loss: 0.0311456 | Time: 4251.05 ms [2021-08-23 07:52:52 main:574] : INFO : Epoch 1660 | loss: 0.0311082 | val_loss: 0.0311381 | Time: 4242.53 ms [2021-08-23 07:52:57 main:574] : INFO : Epoch 1661 | loss: 0.0311096 | val_loss: 0.0311387 | Time: 4815.85 ms [2021-08-23 07:53:02 main:574] : INFO : Epoch 1662 | loss: 0.0311113 | val_loss: 0.031139 | Time: 5035.43 ms [2021-08-23 07:53:07 main:574] : INFO : Epoch 1663 | loss: 0.0311124 | val_loss: 0.0311404 | Time: 5129.08 ms [2021-08-23 07:53:11 main:574] : INFO : Epoch 1664 | loss: 0.0311122 | val_loss: 0.0311405 | Time: 4395.79 ms [2021-08-23 07:53:15 main:574] : INFO : Epoch 1665 | loss: 0.0311126 | val_loss: 0.0311421 | Time: 4158.17 ms [2021-08-23 07:53:20 main:574] : INFO : Epoch 1666 | loss: 0.0311161 | val_loss: 0.0311471 | Time: 4168.05 ms [2021-08-23 07:53:24 main:574] : INFO : Epoch 1667 | loss: 0.0311251 | val_loss: 0.0311422 | Time: 4438.23 ms [2021-08-23 07:53:28 main:574] : INFO : Epoch 1668 | loss: 0.0311235 | val_loss: 0.0311394 | Time: 4488.84 ms [2021-08-23 07:53:33 main:574] : INFO : Epoch 1669 | loss: 0.0311193 | val_loss: 0.0311395 | Time: 4268.43 ms [2021-08-23 07:53:37 main:574] : INFO : Epoch 1670 | loss: 0.0311154 | val_loss: 0.0311363 | Time: 4295.33 ms [2021-08-23 07:53:41 main:574] : INFO : Epoch 1671 | loss: 0.0311155 | val_loss: 0.0311381 | Time: 4249.61 ms [2021-08-23 07:53:46 main:574] : INFO : Epoch 1672 | loss: 0.0311125 | val_loss: 0.0311399 | Time: 4305.66 ms [2021-08-23 07:53:50 main:574] : INFO : Epoch 1673 | loss: 0.0311112 | val_loss: 0.0311362 | Time: 4199.22 ms [2021-08-23 07:53:54 main:574] : INFO : Epoch 1674 | loss: 0.0311097 | val_loss: 0.0311368 | Time: 4227.97 ms [2021-08-23 07:53:58 main:574] : INFO : Epoch 1675 | loss: 0.0311093 | val_loss: 0.0311353 | Time: 4337.15 ms [2021-08-23 07:54:03 main:574] : INFO : Epoch 1676 | loss: 0.0311073 | val_loss: 0.0311364 | Time: 4594.57 ms [2021-08-23 07:54:07 main:574] : INFO : Epoch 1677 | loss: 0.0311085 | val_loss: 0.0311357 | Time: 4377.37 ms [2021-08-23 07:54:12 main:574] : INFO : Epoch 1678 | loss: 0.0311113 | val_loss: 0.0311347 | Time: 4787.9 ms [2021-08-23 07:54:17 main:574] : INFO : Epoch 1679 | loss: 0.0311096 | val_loss: 0.0311372 | Time: 4905.7 ms [2021-08-23 07:54:22 main:574] : INFO : Epoch 1680 | loss: 0.0311085 | val_loss: 0.0311339 | Time: 4575.68 ms [2021-08-23 07:54:26 main:574] : INFO : Epoch 1681 | loss: 0.0311058 | val_loss: 0.031138 | Time: 4365.58 ms [2021-08-23 07:54:30 main:574] : INFO : Epoch 1682 | loss: 0.0311063 | val_loss: 0.031139 | Time: 4233.28 ms [2021-08-23 07:54:35 main:574] : INFO : Epoch 1683 | loss: 0.0311092 | val_loss: 0.0311434 | Time: 4243.8 ms [2021-08-23 07:54:39 main:574] : INFO : Epoch 1684 | loss: 0.031107 | val_loss: 0.0311371 | Time: 4204.94 ms [2021-08-23 07:54:43 main:574] : INFO : Epoch 1685 | loss: 0.031106 | val_loss: 0.0311398 | Time: 4368.5 ms [2021-08-23 07:54:48 main:574] : INFO : Epoch 1686 | loss: 0.031106 | val_loss: 0.0311485 | Time: 4382.14 ms [2021-08-23 07:54:52 main:574] : INFO : Epoch 1687 | loss: 0.0311077 | val_loss: 0.0311397 | Time: 4601.06 ms [2021-08-23 07:54:57 main:574] : INFO : Epoch 1688 | loss: 0.0311068 | val_loss: 0.0311371 | Time: 4851.05 ms [2021-08-23 07:55:02 main:574] : INFO : Epoch 1689 | loss: 0.031108 | val_loss: 0.0311356 | Time: 5045.76 ms [2021-08-23 07:55:07 main:574] : INFO : Epoch 1690 | loss: 0.0311149 | val_loss: 0.0311454 | Time: 4394.86 ms [2021-08-23 07:55:11 main:574] : INFO : Epoch 1691 | loss: 0.0311246 | val_loss: 0.0311408 | Time: 4131.83 ms [2021-08-23 07:55:15 main:574] : INFO : Epoch 1692 | loss: 0.0311214 | val_loss: 0.031143 | Time: 4095.61 ms [2021-08-23 07:55:19 main:574] : INFO : Epoch 1693 | loss: 0.0311188 | val_loss: 0.0311412 | Time: 4078.67 ms [2021-08-23 07:55:23 main:574] : INFO : Epoch 1694 | loss: 0.0311166 | val_loss: 0.031142 | Time: 4169.85 ms [2021-08-23 07:55:27 main:574] : INFO : Epoch 1695 | loss: 0.0311167 | val_loss: 0.0311421 | Time: 4116.02 ms [2021-08-23 07:55:32 main:574] : INFO : Epoch 1696 | loss: 0.0311143 | val_loss: 0.0311458 | Time: 4299.31 ms [2021-08-23 07:55:36 main:574] : INFO : Epoch 1697 | loss: 0.0311235 | val_loss: 0.0311426 | Time: 4521.78 ms [2021-08-23 07:55:41 main:574] : INFO : Epoch 1698 | loss: 0.0311162 | val_loss: 0.0311452 | Time: 4414.25 ms [2021-08-23 07:55:45 main:574] : INFO : Epoch 1699 | loss: 0.0311147 | val_loss: 0.0311401 | Time: 4676.44 ms [2021-08-23 07:55:49 main:574] : INFO : Epoch 1700 | loss: 0.0311109 | val_loss: 0.0311421 | Time: 4140.1 ms [2021-08-23 07:55:54 main:574] : INFO : Epoch 1701 | loss: 0.0311106 | val_loss: 0.0311433 | Time: 4140.59 ms [2021-08-23 07:55:58 main:574] : INFO : Epoch 1702 | loss: 0.0311104 | val_loss: 0.0311416 | Time: 4191.97 ms [2021-08-23 07:56:02 main:574] : INFO : Epoch 1703 | loss: 0.0311102 | val_loss: 0.0311462 | Time: 4141.4 ms [2021-08-23 07:56:06 main:574] : INFO : Epoch 1704 | loss: 0.0311133 | val_loss: 0.0311417 | Time: 4130.14 ms [2021-08-23 07:56:13 main:574] : INFO : Epoch 1705 | loss: 0.0311111 | val_loss: 0.031139 | Time: 6403.91 ms [2021-08-23 07:56:17 main:574] : INFO : Epoch 1706 | loss: 0.0311111 | val_loss: 0.0311408 | Time: 4589.72 ms [2021-08-23 07:56:22 main:574] : INFO : Epoch 1707 | loss: 0.0311103 | val_loss: 0.0311383 | Time: 4532.2 ms [2021-08-23 07:56:26 main:574] : INFO : Epoch 1708 | loss: 0.0311094 | val_loss: 0.0311394 | Time: 4419.8 ms [2021-08-23 07:56:30 main:574] : INFO : Epoch 1709 | loss: 0.0311116 | val_loss: 0.0311449 | Time: 4174.02 ms [2021-08-23 07:56:34 main:574] : INFO : Epoch 1710 | loss: 0.0311128 | val_loss: 0.0311421 | Time: 4183.01 ms [2021-08-23 07:56:39 main:574] : INFO : Epoch 1711 | loss: 0.0311103 | val_loss: 0.0311424 | Time: 4297.31 ms [2021-08-23 07:56:43 main:574] : INFO : Epoch 1712 | loss: 0.0311074 | val_loss: 0.0311393 | Time: 4365.54 ms [2021-08-23 07:56:49 main:574] : INFO : Epoch 1713 | loss: 0.0311057 | val_loss: 0.0311419 | Time: 5885.61 ms [2021-08-23 07:56:55 main:574] : INFO : Epoch 1714 | loss: 0.0311064 | val_loss: 0.0311386 | Time: 6016.54 ms [2021-08-23 07:57:02 main:574] : INFO : Epoch 1715 | loss: 0.0311056 | val_loss: 0.0311423 | Time: 6696.64 ms [2021-08-23 07:57:07 main:574] : INFO : Epoch 1716 | loss: 0.0311047 | val_loss: 0.0311419 | Time: 4922.12 ms [2021-08-23 07:57:12 main:574] : INFO : Epoch 1717 | loss: 0.0311037 | val_loss: 0.0311389 | Time: 5135.84 ms [2021-08-23 07:57:17 main:574] : INFO : Epoch 1718 | loss: 0.0311077 | val_loss: 0.0311417 | Time: 5586.67 ms [2021-08-23 07:57:22 main:574] : INFO : Epoch 1719 | loss: 0.0311138 | val_loss: 0.0311413 | Time: 4528.13 ms [2021-08-23 07:57:26 main:574] : INFO : Epoch 1720 | loss: 0.0311099 | val_loss: 0.0311363 | Time: 4471.94 ms [2021-08-23 07:57:31 main:574] : INFO : Epoch 1721 | loss: 0.0311072 | val_loss: 0.0311351 | Time: 4679.57 ms [2021-08-23 07:57:35 main:574] : INFO : Epoch 1722 | loss: 0.0311057 | val_loss: 0.0311369 | Time: 4115.88 ms [2021-08-23 07:57:39 main:574] : INFO : Epoch 1723 | loss: 0.0311041 | val_loss: 0.0311387 | Time: 4101.17 ms [2021-08-23 07:57:44 main:574] : INFO : Epoch 1724 | loss: 0.0311029 | val_loss: 0.0311437 | Time: 4162.68 ms [2021-08-23 07:57:48 main:574] : INFO : Epoch 1725 | loss: 0.0311103 | val_loss: 0.0311426 | Time: 4267.86 ms [2021-08-23 07:57:52 main:574] : INFO : Epoch 1726 | loss: 0.0311144 | val_loss: 0.0311374 | Time: 4083.09 ms [2021-08-23 07:57:56 main:574] : INFO : Epoch 1727 | loss: 0.0311128 | val_loss: 0.031138 | Time: 4190.34 ms [2021-08-23 07:58:00 main:574] : INFO : Epoch 1728 | loss: 0.0311118 | val_loss: 0.0311406 | Time: 4276.49 ms [2021-08-23 07:58:05 main:574] : INFO : Epoch 1729 | loss: 0.0311115 | val_loss: 0.0311421 | Time: 4436.63 ms [2021-08-23 07:58:09 main:574] : INFO : Epoch 1730 | loss: 0.0311095 | val_loss: 0.0311425 | Time: 4492.04 ms [2021-08-23 07:58:14 main:574] : INFO : Epoch 1731 | loss: 0.0311094 | val_loss: 0.0311466 | Time: 4279.38 ms [2021-08-23 07:58:18 main:574] : INFO : Epoch 1732 | loss: 0.0311092 | val_loss: 0.0311401 | Time: 4184.28 ms [2021-08-23 07:58:22 main:574] : INFO : Epoch 1733 | loss: 0.0311131 | val_loss: 0.0311402 | Time: 4363.87 ms [2021-08-23 07:58:26 main:574] : INFO : Epoch 1734 | loss: 0.0311112 | val_loss: 0.0311401 | Time: 4190.88 ms [2021-08-23 07:58:31 main:574] : INFO : Epoch 1735 | loss: 0.0311146 | val_loss: 0.0311392 | Time: 4138.49 ms [2021-08-23 07:58:35 main:574] : INFO : Epoch 1736 | loss: 0.0311126 | val_loss: 0.0311395 | Time: 4161.74 ms [2021-08-23 07:58:39 main:574] : INFO : Epoch 1737 | loss: 0.0311202 | val_loss: 0.0311461 | Time: 4121.08 ms [2021-08-23 07:58:43 main:574] : INFO : Epoch 1738 | loss: 0.0311101 | val_loss: 0.0311445 | Time: 4485.73 ms [2021-08-23 07:58:47 main:574] : INFO : Epoch 1739 | loss: 0.0311064 | val_loss: 0.0311411 | Time: 4052.11 ms [2021-08-23 07:58:52 main:574] : INFO : Epoch 1740 | loss: 0.031109 | val_loss: 0.0311432 | Time: 4167.42 ms [2021-08-23 07:58:56 main:574] : INFO : Epoch 1741 | loss: 0.0311133 | val_loss: 0.0311416 | Time: 4124.1 ms [2021-08-23 07:59:00 main:574] : INFO : Epoch 1742 | loss: 0.0311099 | val_loss: 0.0311483 | Time: 4179.94 ms [2021-08-23 07:59:04 main:574] : INFO : Epoch 1743 | loss: 0.0311099 | val_loss: 0.0311389 | Time: 4207.98 ms [2021-08-23 07:59:08 main:574] : INFO : Epoch 1744 | loss: 0.0311094 | val_loss: 0.0311403 | Time: 4218.68 ms [2021-08-23 07:59:13 main:574] : INFO : Epoch 1745 | loss: 0.031108 | val_loss: 0.031141 | Time: 4228.21 ms [2021-08-23 07:59:17 main:574] : INFO : Epoch 1746 | loss: 0.0311073 | val_loss: 0.0311441 | Time: 4072.34 ms [2021-08-23 07:59:21 main:574] : INFO : Epoch 1747 | loss: 0.0311054 | val_loss: 0.0311437 | Time: 4267.12 ms [2021-08-23 07:59:25 main:574] : INFO : Epoch 1748 | loss: 0.0311051 | val_loss: 0.0311417 | Time: 4114.1 ms [2021-08-23 07:59:29 main:574] : INFO : Epoch 1749 | loss: 0.0311051 | val_loss: 0.0311435 | Time: 4226.42 ms [2021-08-23 07:59:34 main:574] : INFO : Epoch 1750 | loss: 0.0311053 | val_loss: 0.0311422 | Time: 4129.05 ms [2021-08-23 07:59:38 main:574] : INFO : Epoch 1751 | loss: 0.0311072 | val_loss: 0.0311405 | Time: 4158.75 ms [2021-08-23 07:59:42 main:574] : INFO : Epoch 1752 | loss: 0.0311078 | val_loss: 0.0311411 | Time: 4073.57 ms [2021-08-23 07:59:46 main:574] : INFO : Epoch 1753 | loss: 0.0311057 | val_loss: 0.0311408 | Time: 4137.35 ms [2021-08-23 07:59:50 main:574] : INFO : Epoch 1754 | loss: 0.0311053 | val_loss: 0.0311347 | Time: 4129.22 ms [2021-08-23 07:59:55 main:574] : INFO : Epoch 1755 | loss: 0.031105 | val_loss: 0.0311393 | Time: 4239.87 ms [2021-08-23 07:59:59 main:574] : INFO : Epoch 1756 | loss: 0.0311051 | val_loss: 0.031136 | Time: 4316.82 ms [2021-08-23 08:00:03 main:574] : INFO : Epoch 1757 | loss: 0.0311048 | val_loss: 0.0311368 | Time: 4232.09 ms [2021-08-23 08:00:07 main:574] : INFO : Epoch 1758 | loss: 0.0311064 | val_loss: 0.0311389 | Time: 4252.7 ms [2021-08-23 08:00:11 main:574] : INFO : Epoch 1759 | loss: 0.0311067 | val_loss: 0.0311436 | Time: 4125.15 ms [2021-08-23 08:00:16 main:574] : INFO : Epoch 1760 | loss: 0.0311062 | val_loss: 0.0311366 | Time: 4268.38 ms [2021-08-23 08:00:20 main:574] : INFO : Epoch 1761 | loss: 0.0311024 | val_loss: 0.0311395 | Time: 4156.4 ms [2021-08-23 08:00:24 main:574] : INFO : Epoch 1762 | loss: 0.0311051 | val_loss: 0.0311341 | Time: 4213.55 ms [2021-08-23 08:00:28 main:574] : INFO : Epoch 1763 | loss: 0.0311027 | val_loss: 0.031137 | Time: 4145.07 ms [2021-08-23 08:00:33 main:574] : INFO : Epoch 1764 | loss: 0.0311055 | val_loss: 0.0311335 | Time: 4115.02 ms [2021-08-23 08:00:37 main:574] : INFO : Epoch 1765 | loss: 0.0311046 | val_loss: 0.0311353 | Time: 4218.3 ms [2021-08-23 08:00:41 main:574] : INFO : Epoch 1766 | loss: 0.0311036 | val_loss: 0.0311392 | Time: 4209.84 ms [2021-08-23 08:00:45 main:574] : INFO : Epoch 1767 | loss: 0.0311048 | val_loss: 0.0311403 | Time: 4112.06 ms [2021-08-23 08:00:49 main:574] : INFO : Epoch 1768 | loss: 0.0311041 | val_loss: 0.0311362 | Time: 4161.55 ms [2021-08-23 08:00:53 main:574] : INFO : Epoch 1769 | loss: 0.0311038 | val_loss: 0.0311383 | Time: 4153.07 ms [2021-08-23 08:00:58 main:574] : INFO : Epoch 1770 | loss: 0.0311046 | val_loss: 0.0311383 | Time: 4198.5 ms [2021-08-23 08:01:02 main:574] : INFO : Epoch 1771 | loss: 0.0311115 | val_loss: 0.0311348 | Time: 4199 ms [2021-08-23 08:01:06 main:574] : INFO : Epoch 1772 | loss: 0.0311158 | val_loss: 0.0311339 | Time: 4257.46 ms [2021-08-23 08:01:10 main:574] : INFO : Epoch 1773 | loss: 0.0311135 | val_loss: 0.0311336 | Time: 4192.2 ms [2021-08-23 08:01:15 main:574] : INFO : Epoch 1774 | loss: 0.0311136 | val_loss: 0.0311332 | Time: 4388.96 ms [2021-08-23 08:01:19 main:574] : INFO : Epoch 1775 | loss: 0.0311095 | val_loss: 0.0311341 | Time: 4244 ms [2021-08-23 08:01:23 main:574] : INFO : Epoch 1776 | loss: 0.031109 | val_loss: 0.0311358 | Time: 4201.72 ms [2021-08-23 08:01:27 main:574] : INFO : Epoch 1777 | loss: 0.0311075 | val_loss: 0.0311387 | Time: 4184.44 ms [2021-08-23 08:01:32 main:574] : INFO : Epoch 1778 | loss: 0.0311057 | val_loss: 0.0311378 | Time: 4116.98 ms [2021-08-23 08:01:36 main:574] : INFO : Epoch 1779 | loss: 0.031107 | val_loss: 0.0311459 | Time: 4114.66 ms [2021-08-23 08:01:40 main:574] : INFO : Epoch 1780 | loss: 0.0311113 | val_loss: 0.0311413 | Time: 4106.59 ms [2021-08-23 08:01:44 main:574] : INFO : Epoch 1781 | loss: 0.031106 | val_loss: 0.0311365 | Time: 4183.39 ms [2021-08-23 08:01:48 main:574] : INFO : Epoch 1782 | loss: 0.0311062 | val_loss: 0.0311406 | Time: 4153.57 ms [2021-08-23 08:01:52 main:574] : INFO : Epoch 1783 | loss: 0.0311054 | val_loss: 0.0311357 | Time: 4114.49 ms [2021-08-23 08:01:57 main:574] : INFO : Epoch 1784 | loss: 0.0311047 | val_loss: 0.0311388 | Time: 4135.84 ms [2021-08-23 08:02:01 main:574] : INFO : Epoch 1785 | loss: 0.0311059 | val_loss: 0.0311344 | Time: 4170.08 ms [2021-08-23 08:02:05 main:574] : INFO : Epoch 1786 | loss: 0.0311061 | val_loss: 0.0311329 | Time: 4100.9 ms [2021-08-23 08:02:09 main:574] : INFO : Epoch 1787 | loss: 0.0311068 | val_loss: 0.0311427 | Time: 4228 ms [2021-08-23 08:02:14 main:574] : INFO : Epoch 1788 | loss: 0.0311082 | val_loss: 0.031134 | Time: 4837.22 ms [2021-08-23 08:02:18 main:574] : INFO : Epoch 1789 | loss: 0.0311087 | val_loss: 0.0311517 | Time: 4230.86 ms [2021-08-23 08:02:22 main:574] : INFO : Epoch 1790 | loss: 0.0311077 | val_loss: 0.0311392 | Time: 4219.85 ms [2021-08-23 08:02:27 main:574] : INFO : Epoch 1791 | loss: 0.0311056 | val_loss: 0.0311381 | Time: 4213.39 ms [2021-08-23 08:02:31 main:574] : INFO : Epoch 1792 | loss: 0.0311038 | val_loss: 0.0311369 | Time: 4198 ms [2021-08-23 08:02:35 main:574] : INFO : Epoch 1793 | loss: 0.0311056 | val_loss: 0.0311385 | Time: 4185.66 ms [2021-08-23 08:02:39 main:574] : INFO : Epoch 1794 | loss: 0.0311045 | val_loss: 0.031139 | Time: 4238.93 ms [2021-08-23 08:02:44 main:574] : INFO : Epoch 1795 | loss: 0.031108 | val_loss: 0.0311393 | Time: 4169.41 ms [2021-08-23 08:02:48 main:574] : INFO : Epoch 1796 | loss: 0.0311047 | val_loss: 0.0311315 | Time: 4227.39 ms [2021-08-23 08:02:52 main:574] : INFO : Epoch 1797 | loss: 0.0311051 | val_loss: 0.0311367 | Time: 4200.84 ms [2021-08-23 08:02:56 main:574] : INFO : Epoch 1798 | loss: 0.0311035 | val_loss: 0.0311391 | Time: 4086.12 ms [2021-08-23 08:03:00 main:574] : INFO : Epoch 1799 | loss: 0.0311038 | val_loss: 0.031133 | Time: 4288.17 ms [2021-08-23 08:03:05 main:574] : INFO : Epoch 1800 | loss: 0.0311026 | val_loss: 0.0311355 | Time: 4354.27 ms [2021-08-23 08:03:09 main:574] : INFO : Epoch 1801 | loss: 0.0311011 | val_loss: 0.0311406 | Time: 4280.87 ms [2021-08-23 08:03:13 main:574] : INFO : Epoch 1802 | loss: 0.0311022 | val_loss: 0.0311336 | Time: 4221.92 ms [2021-08-23 08:03:18 main:574] : INFO : Epoch 1803 | loss: 0.0311031 | val_loss: 0.0311343 | Time: 4200.99 ms [2021-08-23 08:03:22 main:574] : INFO : Epoch 1804 | loss: 0.031103 | val_loss: 0.0311334 | Time: 4204.57 ms [2021-08-23 08:03:26 main:574] : INFO : Epoch 1805 | loss: 0.0311018 | val_loss: 0.0311338 | Time: 4078.22 ms [2021-08-23 08:03:30 main:574] : INFO : Epoch 1806 | loss: 0.0311017 | val_loss: 0.0311391 | Time: 4116.21 ms [2021-08-23 08:03:34 main:574] : INFO : Epoch 1807 | loss: 0.0311008 | val_loss: 0.0311389 | Time: 4196.31 ms [2021-08-23 08:03:38 main:574] : INFO : Epoch 1808 | loss: 0.0311 | val_loss: 0.0311387 | Time: 4141.81 ms [2021-08-23 08:03:43 main:574] : INFO : Epoch 1809 | loss: 0.0311026 | val_loss: 0.031143 | Time: 4222.1 ms [2021-08-23 08:03:47 main:574] : INFO : Epoch 1810 | loss: 0.0311028 | val_loss: 0.031131 | Time: 4118.71 ms [2021-08-23 08:03:51 main:574] : INFO : Epoch 1811 | loss: 0.0311018 | val_loss: 0.0311315 | Time: 4165.03 ms [2021-08-23 08:03:55 main:574] : INFO : Epoch 1812 | loss: 0.0311033 | val_loss: 0.0311327 | Time: 4292.81 ms [2021-08-23 08:04:00 main:574] : INFO : Epoch 1813 | loss: 0.0311024 | val_loss: 0.0311368 | Time: 4150.23 ms [2021-08-23 08:04:04 main:574] : INFO : Epoch 1814 | loss: 0.0311085 | val_loss: 0.0311388 | Time: 4269.91 ms [2021-08-23 08:04:08 main:574] : INFO : Epoch 1815 | loss: 0.0311043 | val_loss: 0.031137 | Time: 4194.93 ms [2021-08-23 08:04:12 main:574] : INFO : Epoch 1816 | loss: 0.0311036 | val_loss: 0.0311387 | Time: 4193.4 ms [2021-08-23 08:04:16 main:574] : INFO : Epoch 1817 | loss: 0.0311032 | val_loss: 0.0311387 | Time: 4176.57 ms [2021-08-23 08:04:21 main:574] : INFO : Epoch 1818 | loss: 0.0311048 | val_loss: 0.0311387 | Time: 4114.27 ms [2021-08-23 08:04:25 main:574] : INFO : Epoch 1819 | loss: 0.0311022 | val_loss: 0.0311387 | Time: 4230.24 ms [2021-08-23 08:04:29 main:574] : INFO : Epoch 1820 | loss: 0.0311013 | val_loss: 0.0311393 | Time: 4283.94 ms [2021-08-23 08:04:33 main:574] : INFO : Epoch 1821 | loss: 0.0311016 | val_loss: 0.0311393 | Time: 4211.41 ms [2021-08-23 08:04:37 main:574] : INFO : Epoch 1822 | loss: 0.0311 | val_loss: 0.0311411 | Time: 4160.8 ms [2021-08-23 08:04:42 main:574] : INFO : Epoch 1823 | loss: 0.0311053 | val_loss: 0.0311394 | Time: 4185.1 ms [2021-08-23 08:04:46 main:574] : INFO : Epoch 1824 | loss: 0.0311045 | val_loss: 0.0311429 | Time: 4102.42 ms [2021-08-23 08:04:50 main:574] : INFO : Epoch 1825 | loss: 0.0311017 | val_loss: 0.0311358 | Time: 4117.58 ms [2021-08-23 08:04:54 main:574] : INFO : Epoch 1826 | loss: 0.0310991 | val_loss: 0.0311387 | Time: 4237.07 ms [2021-08-23 08:04:58 main:574] : INFO : Epoch 1827 | loss: 0.0310995 | val_loss: 0.0311401 | Time: 4197.7 ms [2021-08-23 08:05:03 main:574] : INFO : Epoch 1828 | loss: 0.0311012 | val_loss: 0.0311374 | Time: 4171.36 ms [2021-08-23 08:05:07 main:574] : INFO : Epoch 1829 | loss: 0.0311013 | val_loss: 0.0311422 | Time: 4483.92 ms [2021-08-23 08:05:11 main:574] : INFO : Epoch 1830 | loss: 0.0310995 | val_loss: 0.0311371 | Time: 4198.13 ms [2021-08-23 08:05:16 main:574] : INFO : Epoch 1831 | loss: 0.0310995 | val_loss: 0.0311377 | Time: 4181.83 ms [2021-08-23 08:05:20 main:574] : INFO : Epoch 1832 | loss: 0.0311003 | val_loss: 0.031136 | Time: 4215.32 ms [2021-08-23 08:05:24 main:574] : INFO : Epoch 1833 | loss: 0.0310976 | val_loss: 0.0311358 | Time: 4153.47 ms [2021-08-23 08:05:28 main:574] : INFO : Epoch 1834 | loss: 0.0310962 | val_loss: 0.0311374 | Time: 4186.23 ms [2021-08-23 08:05:32 main:574] : INFO : Epoch 1835 | loss: 0.0310993 | val_loss: 0.0311416 | Time: 4206.79 ms [2021-08-23 08:05:37 main:574] : INFO : Epoch 1836 | loss: 0.0311082 | val_loss: 0.0311387 | Time: 4331.19 ms [2021-08-23 08:05:41 main:574] : INFO : Epoch 1837 | loss: 0.0311068 | val_loss: 0.0311331 | Time: 4229.99 ms [2021-08-23 08:05:45 main:574] : INFO : Epoch 1838 | loss: 0.0311089 | val_loss: 0.0311367 | Time: 4165.55 ms [2021-08-23 08:05:49 main:574] : INFO : Epoch 1839 | loss: 0.0311059 | val_loss: 0.0311361 | Time: 4099.7 ms [2021-08-23 08:05:53 main:574] : INFO : Epoch 1840 | loss: 0.0311074 | val_loss: 0.0311458 | Time: 4195.3 ms [2021-08-23 08:05:58 main:574] : INFO : Epoch 1841 | loss: 0.0311055 | val_loss: 0.0311382 | Time: 4131.2 ms [2021-08-23 08:06:02 main:574] : INFO : Epoch 1842 | loss: 0.0311028 | val_loss: 0.0311392 | Time: 4193.9 ms [2021-08-23 08:06:06 main:574] : INFO : Epoch 1843 | loss: 0.0311031 | val_loss: 0.0311424 | Time: 4225.11 ms [2021-08-23 08:06:10 main:574] : INFO : Epoch 1844 | loss: 0.0311042 | val_loss: 0.0311379 | Time: 4191.4 ms [2021-08-23 08:06:15 main:574] : INFO : Epoch 1845 | loss: 0.0311025 | val_loss: 0.0311348 | Time: 4153.39 ms [2021-08-23 08:06:19 main:574] : INFO : Epoch 1846 | loss: 0.0311005 | val_loss: 0.0311415 | Time: 4078.91 ms [2021-08-23 08:06:23 main:574] : INFO : Epoch 1847 | loss: 0.0311004 | val_loss: 0.0311388 | Time: 4096.29 ms [2021-08-23 08:06:27 main:574] : INFO : Epoch 1848 | loss: 0.0310999 | val_loss: 0.0311374 | Time: 4204.87 ms [2021-08-23 08:06:31 main:574] : INFO : Epoch 1849 | loss: 0.0310996 | val_loss: 0.0311377 | Time: 4163.41 ms [2021-08-23 08:06:35 main:574] : INFO : Epoch 1850 | loss: 0.0310988 | val_loss: 0.0311429 | Time: 4086.48 ms [2021-08-23 08:06:39 main:574] : INFO : Epoch 1851 | loss: 0.0310991 | val_loss: 0.031138 | Time: 4103.14 ms [2021-08-23 08:06:44 main:574] : INFO : Epoch 1852 | loss: 0.0310997 | val_loss: 0.0311399 | Time: 4104.93 ms [2021-08-23 08:06:48 main:574] : INFO : Epoch 1853 | loss: 0.0310994 | val_loss: 0.0311381 | Time: 4100.63 ms [2021-08-23 08:06:52 main:574] : INFO : Epoch 1854 | loss: 0.0311071 | val_loss: 0.0311393 | Time: 4245.84 ms [2021-08-23 08:06:56 main:574] : INFO : Epoch 1855 | loss: 0.0311127 | val_loss: 0.0311372 | Time: 4274.86 ms [2021-08-23 08:07:00 main:574] : INFO : Epoch 1856 | loss: 0.0311068 | val_loss: 0.0311392 | Time: 4175.68 ms [2021-08-23 08:07:05 main:574] : INFO : Epoch 1857 | loss: 0.0311056 | val_loss: 0.031137 | Time: 4258.75 ms [2021-08-23 08:07:09 main:574] : INFO : Epoch 1858 | loss: 0.0311033 | val_loss: 0.0311384 | Time: 4104.74 ms [2021-08-23 08:07:13 main:574] : INFO : Epoch 1859 | loss: 0.0311047 | val_loss: 0.0311409 | Time: 4145.65 ms [2021-08-23 08:07:17 main:574] : INFO : Epoch 1860 | loss: 0.0311024 | val_loss: 0.0311424 | Time: 4160.14 ms [2021-08-23 08:07:22 main:574] : INFO : Epoch 1861 | loss: 0.0311049 | val_loss: 0.0311403 | Time: 4362.12 ms [2021-08-23 08:07:26 main:574] : INFO : Epoch 1862 | loss: 0.031105 | val_loss: 0.0311363 | Time: 4201.58 ms [2021-08-23 08:07:30 main:574] : INFO : Epoch 1863 | loss: 0.0311069 | val_loss: 0.0311366 | Time: 4119.72 ms [2021-08-23 08:07:34 main:574] : INFO : Epoch 1864 | loss: 0.0311096 | val_loss: 0.0311324 | Time: 4180.14 ms [2021-08-23 08:07:38 main:574] : INFO : Epoch 1865 | loss: 0.0311067 | val_loss: 0.031139 | Time: 4094.78 ms [2021-08-23 08:07:42 main:574] : INFO : Epoch 1866 | loss: 0.0311072 | val_loss: 0.0311351 | Time: 4169.85 ms [2021-08-23 08:07:46 main:574] : INFO : Epoch 1867 | loss: 0.0311058 | val_loss: 0.03114 | Time: 4125.78 ms [2021-08-23 08:07:51 main:574] : INFO : Epoch 1868 | loss: 0.0311113 | val_loss: 0.0311403 | Time: 4071.09 ms [2021-08-23 08:07:55 main:574] : INFO : Epoch 1869 | loss: 0.0311108 | val_loss: 0.0311347 | Time: 4025.79 ms [2021-08-23 08:07:59 main:574] : INFO : Epoch 1870 | loss: 0.0311073 | val_loss: 0.0311355 | Time: 4236.87 ms [2021-08-23 08:08:03 main:574] : INFO : Epoch 1871 | loss: 0.0311086 | val_loss: 0.031137 | Time: 4200.01 ms [2021-08-23 08:08:07 main:574] : INFO : Epoch 1872 | loss: 0.0311095 | val_loss: 0.0311359 | Time: 4192.63 ms [2021-08-23 08:08:12 main:574] : INFO : Epoch 1873 | loss: 0.0311097 | val_loss: 0.0311357 | Time: 4276.23 ms [2021-08-23 08:08:16 main:574] : INFO : Epoch 1874 | loss: 0.0311064 | val_loss: 0.0311383 | Time: 4392.63 ms [2021-08-23 08:08:20 main:574] : INFO : Epoch 1875 | loss: 0.0311057 | val_loss: 0.0311403 | Time: 4202.96 ms [2021-08-23 08:08:24 main:574] : INFO : Epoch 1876 | loss: 0.0311051 | val_loss: 0.0311443 | Time: 4045.58 ms [2021-08-23 08:08:28 main:574] : INFO : Epoch 1877 | loss: 0.031109 | val_loss: 0.0311385 | Time: 4129.44 ms [2021-08-23 08:08:33 main:574] : INFO : Epoch 1878 | loss: 0.0311066 | val_loss: 0.0311494 | Time: 4185.38 ms [2021-08-23 08:08:37 main:574] : INFO : Epoch 1879 | loss: 0.0311052 | val_loss: 0.0311411 | Time: 4149.23 ms [2021-08-23 08:08:41 main:574] : INFO : Epoch 1880 | loss: 0.0311041 | val_loss: 0.0311452 | Time: 4069.49 ms [2021-08-23 08:08:45 main:574] : INFO : Epoch 1881 | loss: 0.0311021 | val_loss: 0.0311413 | Time: 4165.3 ms [2021-08-23 08:08:49 main:574] : INFO : Epoch 1882 | loss: 0.0311005 | val_loss: 0.0311402 | Time: 4147.67 ms [2021-08-23 08:08:53 main:574] : INFO : Epoch 1883 | loss: 0.0311017 | val_loss: 0.0311456 | Time: 4117.21 ms [2021-08-23 08:08:58 main:574] : INFO : Epoch 1884 | loss: 0.0311018 | val_loss: 0.0311413 | Time: 4068.97 ms [2021-08-23 08:09:02 main:574] : INFO : Epoch 1885 | loss: 0.0311057 | val_loss: 0.0311403 | Time: 4275.24 ms [2021-08-23 08:09:06 main:574] : INFO : Epoch 1886 | loss: 0.0311 | val_loss: 0.0311408 | Time: 4100.24 ms [2021-08-23 08:09:10 main:574] : INFO : Epoch 1887 | loss: 0.0310982 | val_loss: 0.0311446 | Time: 4085.91 ms [2021-08-23 08:09:14 main:574] : INFO : Epoch 1888 | loss: 0.0310989 | val_loss: 0.0311445 | Time: 4075.78 ms [2021-08-23 08:09:18 main:574] : INFO : Epoch 1889 | loss: 0.0311011 | val_loss: 0.0311465 | Time: 4080.05 ms [2021-08-23 08:09:22 main:574] : INFO : Epoch 1890 | loss: 0.0311008 | val_loss: 0.0311443 | Time: 4158.19 ms [2021-08-23 08:09:27 main:574] : INFO : Epoch 1891 | loss: 0.0310998 | val_loss: 0.0311471 | Time: 4137.74 ms [2021-08-23 08:09:31 main:574] : INFO : Epoch 1892 | loss: 0.0311018 | val_loss: 0.0311451 | Time: 4060.52 ms [2021-08-23 08:09:35 main:574] : INFO : Epoch 1893 | loss: 0.0310986 | val_loss: 0.0311415 | Time: 4225.44 ms [2021-08-23 08:09:39 main:574] : INFO : Epoch 1894 | loss: 0.0310999 | val_loss: 0.0311423 | Time: 4087.28 ms [2021-08-23 08:09:43 main:574] : INFO : Epoch 1895 | loss: 0.0310991 | val_loss: 0.0311399 | Time: 4143.95 ms [2021-08-23 08:09:47 main:574] : INFO : Epoch 1896 | loss: 0.0310991 | val_loss: 0.0311432 | Time: 4026.99 ms [2021-08-23 08:09:52 main:574] : INFO : Epoch 1897 | loss: 0.0311001 | val_loss: 0.0311432 | Time: 4220.44 ms [2021-08-23 08:09:56 main:574] : INFO : Epoch 1898 | loss: 0.0311019 | val_loss: 0.0311402 | Time: 4183.79 ms [2021-08-23 08:10:00 main:574] : INFO : Epoch 1899 | loss: 0.0311065 | val_loss: 0.0311442 | Time: 4152.11 ms [2021-08-23 08:10:04 main:574] : INFO : Epoch 1900 | loss: 0.031103 | val_loss: 0.0311435 | Time: 4115.12 ms [2021-08-23 08:10:08 main:574] : INFO : Epoch 1901 | loss: 0.0311011 | val_loss: 0.0311438 | Time: 4254.83 ms [2021-08-23 08:10:12 main:574] : INFO : Epoch 1902 | loss: 0.0311007 | val_loss: 0.0311414 | Time: 4167.88 ms [2021-08-23 08:10:17 main:574] : INFO : Epoch 1903 | loss: 0.0311022 | val_loss: 0.0311422 | Time: 4198.36 ms [2021-08-23 08:10:21 main:574] : INFO : Epoch 1904 | loss: 0.0311103 | val_loss: 0.0311465 | Time: 4150.36 ms [2021-08-23 08:10:25 main:574] : INFO : Epoch 1905 | loss: 0.031114 | val_loss: 0.0311444 | Time: 4192.47 ms [2021-08-23 08:10:29 main:574] : INFO : Epoch 1906 | loss: 0.0311132 | val_loss: 0.0311429 | Time: 4101.82 ms [2021-08-23 08:10:33 main:574] : INFO : Epoch 1907 | loss: 0.0311097 | val_loss: 0.0311424 | Time: 4112.64 ms [2021-08-23 08:10:37 main:574] : INFO : Epoch 1908 | loss: 0.0311078 | val_loss: 0.0311437 | Time: 4158.84 ms [2021-08-23 08:10:42 main:574] : INFO : Epoch 1909 | loss: 0.031107 | val_loss: 0.0311431 | Time: 4064.04 ms [2021-08-23 08:10:46 main:574] : INFO : Epoch 1910 | loss: 0.0311057 | val_loss: 0.0311405 | Time: 4274.51 ms [2021-08-23 08:10:50 main:574] : INFO : Epoch 1911 | loss: 0.0311063 | val_loss: 0.0311422 | Time: 4209.68 ms [2021-08-23 08:10:54 main:574] : INFO : Epoch 1912 | loss: 0.0311085 | val_loss: 0.0311419 | Time: 4175.46 ms [2021-08-23 08:10:58 main:574] : INFO : Epoch 1913 | loss: 0.0311078 | val_loss: 0.0311463 | Time: 4194.51 ms [2021-08-23 08:11:03 main:574] : INFO : Epoch 1914 | loss: 0.0311144 | val_loss: 0.031144 | Time: 4059.97 ms [2021-08-23 08:11:07 main:574] : INFO : Epoch 1915 | loss: 0.0311142 | val_loss: 0.0311461 | Time: 4166.14 ms [2021-08-23 08:11:11 main:574] : INFO : Epoch 1916 | loss: 0.031112 | val_loss: 0.0311485 | Time: 4032.93 ms [2021-08-23 08:11:15 main:574] : INFO : Epoch 1917 | loss: 0.0311102 | val_loss: 0.0311478 | Time: 4101.11 ms [2021-08-23 08:11:19 main:574] : INFO : Epoch 1918 | loss: 0.0311086 | val_loss: 0.0311451 | Time: 4223.83 ms [2021-08-23 08:11:23 main:574] : INFO : Epoch 1919 | loss: 0.0311142 | val_loss: 0.0311466 | Time: 4130.51 ms [2021-08-23 08:11:27 main:574] : INFO : Epoch 1920 | loss: 0.0311146 | val_loss: 0.0311464 | Time: 4066.26 ms [2021-08-23 08:11:32 main:574] : INFO : Epoch 1921 | loss: 0.0311136 | val_loss: 0.0311455 | Time: 4126.49 ms [2021-08-23 08:11:36 main:574] : INFO : Epoch 1922 | loss: 0.0311102 | val_loss: 0.0311454 | Time: 4130.32 ms [2021-08-23 08:11:40 main:574] : INFO : Epoch 1923 | loss: 0.0311101 | val_loss: 0.0311465 | Time: 4166.75 ms [2021-08-23 08:11:44 main:574] : INFO : Epoch 1924 | loss: 0.0311117 | val_loss: 0.0311454 | Time: 4113.75 ms [2021-08-23 08:11:48 main:574] : INFO : Epoch 1925 | loss: 0.0311106 | val_loss: 0.0311508 | Time: 4120.59 ms [2021-08-23 08:11:52 main:574] : INFO : Epoch 1926 | loss: 0.0311092 | val_loss: 0.0311457 | Time: 4203.36 ms [2021-08-23 08:11:57 main:574] : INFO : Epoch 1927 | loss: 0.0311058 | val_loss: 0.0311443 | Time: 4175.53 ms [2021-08-23 08:12:01 main:574] : INFO : Epoch 1928 | loss: 0.0311059 | val_loss: 0.0311443 | Time: 4210.94 ms [2021-08-23 08:12:05 main:574] : INFO : Epoch 1929 | loss: 0.031106 | val_loss: 0.0311438 | Time: 4204.88 ms [2021-08-23 08:12:09 main:574] : INFO : Epoch 1930 | loss: 0.0311045 | val_loss: 0.0311436 | Time: 4152.86 ms [2021-08-23 08:12:13 main:574] : INFO : Epoch 1931 | loss: 0.0311053 | val_loss: 0.0311462 | Time: 4074.26 ms [2021-08-23 08:12:18 main:574] : INFO : Epoch 1932 | loss: 0.0311123 | val_loss: 0.0311466 | Time: 4147.62 ms [2021-08-23 08:12:22 main:574] : INFO : Epoch 1933 | loss: 0.0311108 | val_loss: 0.0311451 | Time: 4143.26 ms [2021-08-23 08:12:26 main:574] : INFO : Epoch 1934 | loss: 0.0311089 | val_loss: 0.0311464 | Time: 4288.06 ms [2021-08-23 08:12:30 main:574] : INFO : Epoch 1935 | loss: 0.0311075 | val_loss: 0.0311472 | Time: 4064.3 ms [2021-08-23 08:12:34 main:574] : INFO : Epoch 1936 | loss: 0.0311137 | val_loss: 0.0311522 | Time: 4118.94 ms [2021-08-23 08:12:38 main:574] : INFO : Epoch 1937 | loss: 0.0312461 | val_loss: 0.0319677 | Time: 4140.3 ms [2021-08-23 08:12:43 main:574] : INFO : Epoch 1938 | loss: 0.0449145 | val_loss: 0.0344561 | Time: 4192.46 ms [2021-08-23 08:12:47 main:574] : INFO : Epoch 1939 | loss: 0.0398245 | val_loss: 0.0322096 | Time: 4145.82 ms [2021-08-23 08:12:51 main:574] : INFO : Epoch 1940 | loss: 0.0322693 | val_loss: 0.0312925 | Time: 4066.77 ms [2021-08-23 08:12:55 main:574] : INFO : Epoch 1941 | loss: 0.0313532 | val_loss: 0.0312699 | Time: 4255.22 ms [2021-08-23 08:12:59 main:574] : INFO : Epoch 1942 | loss: 0.0312414 | val_loss: 0.0312243 | Time: 4204.65 ms [2021-08-23 08:13:03 main:574] : INFO : Epoch 1943 | loss: 0.0312139 | val_loss: 0.0311967 | Time: 4102.78 ms [2021-08-23 08:13:08 main:574] : INFO : Epoch 1944 | loss: 0.0311921 | val_loss: 0.0311807 | Time: 4063.47 ms [2021-08-23 08:13:12 main:574] : INFO : Epoch 1945 | loss: 0.0311793 | val_loss: 0.0311728 | Time: 4213.35 ms [2021-08-23 08:13:16 main:574] : INFO : Epoch 1946 | loss: 0.0311732 | val_loss: 0.0311689 | Time: 4212.08 ms [2021-08-23 08:13:20 main:574] : INFO : Epoch 1947 | loss: 0.0311704 | val_loss: 0.031167 | Time: 4078.25 ms [2021-08-23 08:13:24 main:574] : INFO : Epoch 1948 | loss: 0.0311674 | val_loss: 0.0311663 | Time: 4159.92 ms [2021-08-23 08:13:28 main:574] : INFO : Epoch 1949 | loss: 0.0311673 | val_loss: 0.0311646 | Time: 4173.81 ms [2021-08-23 08:13:33 main:574] : INFO : Epoch 1950 | loss: 0.0311651 | val_loss: 0.0311627 | Time: 4112.57 ms [2021-08-23 08:13:37 main:574] : INFO : Epoch 1951 | loss: 0.0311635 | val_loss: 0.0311614 | Time: 4116.93 ms [2021-08-23 08:13:41 main:574] : INFO : Epoch 1952 | loss: 0.0311618 | val_loss: 0.0311608 | Time: 4099.33 ms [2021-08-23 08:13:45 main:574] : INFO : Epoch 1953 | loss: 0.0311614 | val_loss: 0.0311601 | Time: 4179.78 ms [2021-08-23 08:13:49 main:574] : INFO : Epoch 1954 | loss: 0.0311608 | val_loss: 0.0311594 | Time: 4151.46 ms [2021-08-23 08:13:53 main:574] : INFO : Epoch 1955 | loss: 0.0311603 | val_loss: 0.031159 | Time: 4123.14 ms [2021-08-23 08:13:58 main:574] : INFO : Epoch 1956 | loss: 0.0311596 | val_loss: 0.0311593 | Time: 4115.21 ms [2021-08-23 08:14:02 main:574] : INFO : Epoch 1957 | loss: 0.0311595 | val_loss: 0.0311615 | Time: 4103.43 ms [2021-08-23 08:14:06 main:574] : INFO : Epoch 1958 | loss: 0.0311608 | val_loss: 0.0311611 | Time: 4152.5 ms [2021-08-23 08:14:10 main:574] : INFO : Epoch 1959 | loss: 0.0311595 | val_loss: 0.0311587 | Time: 4045.95 ms [2021-08-23 08:14:14 main:574] : INFO : Epoch 1960 | loss: 0.0311592 | val_loss: 0.0311588 | Time: 3985.31 ms [2021-08-23 08:14:18 main:574] : INFO : Epoch 1961 | loss: 0.0311586 | val_loss: 0.0311589 | Time: 4157.55 ms [2021-08-23 08:14:22 main:574] : INFO : Epoch 1962 | loss: 0.0311578 | val_loss: 0.0311588 | Time: 4120.75 ms [2021-08-23 08:14:26 main:574] : INFO : Epoch 1963 | loss: 0.0311581 | val_loss: 0.0311585 | Time: 4057.44 ms [2021-08-23 08:14:30 main:574] : INFO : Epoch 1964 | loss: 0.0311576 | val_loss: 0.0311585 | Time: 4132.3 ms [2021-08-23 08:14:35 main:574] : INFO : Epoch 1965 | loss: 0.0311576 | val_loss: 0.0311577 | Time: 4066.42 ms [2021-08-23 08:14:39 main:574] : INFO : Epoch 1966 | loss: 0.0311573 | val_loss: 0.0311582 | Time: 4081.93 ms [2021-08-23 08:14:43 main:574] : INFO : Epoch 1967 | loss: 0.0311575 | val_loss: 0.0311583 | Time: 4095.93 ms [2021-08-23 08:14:47 main:574] : INFO : Epoch 1968 | loss: 0.0311574 | val_loss: 0.0311584 | Time: 4069.43 ms [2021-08-23 08:14:51 main:574] : INFO : Epoch 1969 | loss: 0.0311572 | val_loss: 0.0311576 | Time: 4161.65 ms [2021-08-23 08:14:55 main:574] : INFO : Epoch 1970 | loss: 0.0311569 | val_loss: 0.031158 | Time: 4124.1 ms [2021-08-23 08:14:59 main:574] : INFO : Epoch 1971 | loss: 0.0311572 | val_loss: 0.0311583 | Time: 4252.44 ms [2021-08-23 08:15:04 main:574] : INFO : Epoch 1972 | loss: 0.0311563 | val_loss: 0.0311578 | Time: 4266.75 ms [2021-08-23 08:15:08 main:574] : INFO : Epoch 1973 | loss: 0.0311564 | val_loss: 0.0311582 | Time: 4068.13 ms [2021-08-23 08:15:12 main:574] : INFO : Epoch 1974 | loss: 0.0311562 | val_loss: 0.031157 | Time: 4128.08 ms [2021-08-23 08:15:16 main:574] : INFO : Epoch 1975 | loss: 0.0311555 | val_loss: 0.0311581 | Time: 4137.74 ms [2021-08-23 08:15:20 main:574] : INFO : Epoch 1976 | loss: 0.0311554 | val_loss: 0.0311569 | Time: 4326.33 ms [2021-08-23 08:15:25 main:574] : INFO : Epoch 1977 | loss: 0.0311551 | val_loss: 0.0311565 | Time: 4447.6 ms [2021-08-23 08:15:29 main:574] : INFO : Epoch 1978 | loss: 0.0311549 | val_loss: 0.0311585 | Time: 4280.78 ms [2021-08-23 08:15:33 main:574] : INFO : Epoch 1979 | loss: 0.0311552 | val_loss: 0.0311563 | Time: 4139.02 ms [2021-08-23 08:15:38 main:574] : INFO : Epoch 1980 | loss: 0.0311539 | val_loss: 0.0311554 | Time: 4111.52 ms [2021-08-23 08:15:42 main:574] : INFO : Epoch 1981 | loss: 0.0311536 | val_loss: 0.0311548 | Time: 4179.06 ms [2021-08-23 08:15:46 main:574] : INFO : Epoch 1982 | loss: 0.0311531 | val_loss: 0.0311559 | Time: 4198.93 ms [2021-08-23 08:15:50 main:574] : INFO : Epoch 1983 | loss: 0.0311534 | val_loss: 0.0311554 | Time: 4168.02 ms [2021-08-23 08:15:54 main:574] : INFO : Epoch 1984 | loss: 0.0311525 | val_loss: 0.031155 | Time: 4219.57 ms [2021-08-23 08:15:59 main:574] : INFO : Epoch 1985 | loss: 0.0311525 | val_loss: 0.0311551 | Time: 4174.43 ms [2021-08-23 08:16:03 main:574] : INFO : Epoch 1986 | loss: 0.0311525 | val_loss: 0.0311563 | Time: 4247.54 ms [2021-08-23 08:16:07 main:574] : INFO : Epoch 1987 | loss: 0.0311526 | val_loss: 0.0311551 | Time: 4116.28 ms [2021-08-23 08:16:11 main:574] : INFO : Epoch 1988 | loss: 0.0311534 | val_loss: 0.0311554 | Time: 4089.81 ms [2021-08-23 08:16:15 main:574] : INFO : Epoch 1989 | loss: 0.0311537 | val_loss: 0.0311564 | Time: 4065.61 ms [2021-08-23 08:16:19 main:574] : INFO : Epoch 1990 | loss: 0.0311532 | val_loss: 0.0311561 | Time: 4175.79 ms [2021-08-23 08:16:24 main:574] : INFO : Epoch 1991 | loss: 0.0311531 | val_loss: 0.0311557 | Time: 4181.09 ms [2021-08-23 08:16:28 main:574] : INFO : Epoch 1992 | loss: 0.0311527 | val_loss: 0.0311542 | Time: 4189.03 ms [2021-08-23 08:16:32 main:574] : INFO : Epoch 1993 | loss: 0.0311532 | val_loss: 0.0311547 | Time: 4106.89 ms [2021-08-23 08:16:36 main:574] : INFO : Epoch 1994 | loss: 0.031152 | val_loss: 0.031155 | Time: 4074.57 ms [2021-08-23 08:16:40 main:574] : INFO : Epoch 1995 | loss: 0.0311512 | val_loss: 0.0311544 | Time: 4171.52 ms [2021-08-23 08:16:44 main:574] : INFO : Epoch 1996 | loss: 0.0311509 | val_loss: 0.0311545 | Time: 4123.58 ms [2021-08-23 08:16:49 main:574] : INFO : Epoch 1997 | loss: 0.0311505 | val_loss: 0.0311535 | Time: 4171.95 ms [2021-08-23 08:16:53 main:574] : INFO : Epoch 1998 | loss: 0.0311497 | val_loss: 0.0311535 | Time: 4189.61 ms [2021-08-23 08:16:57 main:574] : INFO : Epoch 1999 | loss: 0.0311498 | val_loss: 0.0311531 | Time: 4244.1 ms [2021-08-23 08:17:01 main:574] : INFO : Epoch 2000 | loss: 0.0311494 | val_loss: 0.0311531 | Time: 4110.48 ms [2021-08-23 08:17:05 main:574] : INFO : Epoch 2001 | loss: 0.03115 | val_loss: 0.0311535 | Time: 4074.66 ms [2021-08-23 08:17:09 main:574] : INFO : Epoch 2002 | loss: 0.0311494 | val_loss: 0.0311523 | Time: 4196.99 ms [2021-08-23 08:17:14 main:574] : INFO : Epoch 2003 | loss: 0.0311489 | val_loss: 0.0311532 | Time: 4082.49 ms [2021-08-23 08:17:18 main:574] : INFO : Epoch 2004 | loss: 0.0311498 | val_loss: 0.0311523 | Time: 4100.38 ms [2021-08-23 08:17:22 main:574] : INFO : Epoch 2005 | loss: 0.0311483 | val_loss: 0.0311519 | Time: 4305.03 ms [2021-08-23 08:17:26 main:574] : INFO : Epoch 2006 | loss: 0.0311479 | val_loss: 0.0311522 | Time: 4216.03 ms [2021-08-23 08:17:30 main:574] : INFO : Epoch 2007 | loss: 0.0311502 | val_loss: 0.0311549 | Time: 4120.37 ms [2021-08-23 08:17:35 main:574] : INFO : Epoch 2008 | loss: 0.0311485 | val_loss: 0.0311528 | Time: 4156.08 ms [2021-08-23 08:17:39 main:574] : INFO : Epoch 2009 | loss: 0.0311478 | val_loss: 0.0311515 | Time: 4157.6 ms [2021-08-23 08:17:43 main:574] : INFO : Epoch 2010 | loss: 0.031148 | val_loss: 0.0311524 | Time: 4046.37 ms [2021-08-23 08:17:47 main:574] : INFO : Epoch 2011 | loss: 0.0311471 | val_loss: 0.031152 | Time: 4046.51 ms [2021-08-23 08:17:51 main:574] : INFO : Epoch 2012 | loss: 0.0311477 | val_loss: 0.0311543 | Time: 4280.89 ms [2021-08-23 08:17:55 main:574] : INFO : Epoch 2013 | loss: 0.0311474 | val_loss: 0.0311512 | Time: 4100.14 ms [2021-08-23 08:17:59 main:574] : INFO : Epoch 2014 | loss: 0.0311474 | val_loss: 0.0311514 | Time: 4100.99 ms [2021-08-23 08:18:04 main:574] : INFO : Epoch 2015 | loss: 0.0311468 | val_loss: 0.0311515 | Time: 4128.97 ms [2021-08-23 08:18:08 main:574] : INFO : Epoch 2016 | loss: 0.0311474 | val_loss: 0.0311534 | Time: 4207.15 ms [2021-08-23 08:18:12 main:574] : INFO : Epoch 2017 | loss: 0.031148 | val_loss: 0.031154 | Time: 4213 ms [2021-08-23 08:18:16 main:574] : INFO : Epoch 2018 | loss: 0.0311484 | val_loss: 0.0311524 | Time: 4104.35 ms [2021-08-23 08:18:20 main:574] : INFO : Epoch 2019 | loss: 0.0311467 | val_loss: 0.0311516 | Time: 4231.03 ms [2021-08-23 08:18:25 main:574] : INFO : Epoch 2020 | loss: 0.0311464 | val_loss: 0.0311515 | Time: 4174.99 ms [2021-08-23 08:18:29 main:574] : INFO : Epoch 2021 | loss: 0.0311465 | val_loss: 0.0311507 | Time: 4093.42 ms [2021-08-23 08:18:33 main:574] : INFO : Epoch 2022 | loss: 0.0311459 | val_loss: 0.03115 | Time: 4086.17 ms [2021-08-23 08:18:37 main:574] : INFO : Epoch 2023 | loss: 0.0311451 | val_loss: 0.0311499 | Time: 4089.07 ms [2021-08-23 08:18:41 main:574] : INFO : Epoch 2024 | loss: 0.0311448 | val_loss: 0.0311495 | Time: 4200.74 ms [2021-08-23 08:18:45 main:574] : INFO : Epoch 2025 | loss: 0.0311444 | val_loss: 0.0311495 | Time: 4086.93 ms [2021-08-23 08:18:49 main:574] : INFO : Epoch 2026 | loss: 0.0311449 | val_loss: 0.031147 | Time: 4142.22 ms [2021-08-23 08:18:54 main:574] : INFO : Epoch 2027 | loss: 0.0311447 | val_loss: 0.031148 | Time: 4146.94 ms [2021-08-23 08:18:58 main:574] : INFO : Epoch 2028 | loss: 0.0311438 | val_loss: 0.0311475 | Time: 4133.65 ms [2021-08-23 08:19:02 main:574] : INFO : Epoch 2029 | loss: 0.0311422 | val_loss: 0.0311467 | Time: 4181.86 ms [2021-08-23 08:19:06 main:574] : INFO : Epoch 2030 | loss: 0.0311426 | val_loss: 0.0311463 | Time: 4061.43 ms [2021-08-23 08:19:10 main:574] : INFO : Epoch 2031 | loss: 0.0311411 | val_loss: 0.0311456 | Time: 4063.9 ms [2021-08-23 08:19:14 main:574] : INFO : Epoch 2032 | loss: 0.0311404 | val_loss: 0.0311465 | Time: 4169.17 ms [2021-08-23 08:19:19 main:574] : INFO : Epoch 2033 | loss: 0.0311414 | val_loss: 0.0311463 | Time: 4122.77 ms [2021-08-23 08:19:23 main:574] : INFO : Epoch 2034 | loss: 0.0311403 | val_loss: 0.0311463 | Time: 4108.41 ms [2021-08-23 08:19:27 main:574] : INFO : Epoch 2035 | loss: 0.0311409 | val_loss: 0.0311471 | Time: 4187.14 ms [2021-08-23 08:19:31 main:574] : INFO : Epoch 2036 | loss: 0.0311403 | val_loss: 0.0311487 | Time: 4097.38 ms [2021-08-23 08:19:35 main:574] : INFO : Epoch 2037 | loss: 0.0311398 | val_loss: 0.0311456 | Time: 4144.37 ms [2021-08-23 08:19:39 main:574] : INFO : Epoch 2038 | loss: 0.031139 | val_loss: 0.0311516 | Time: 4086.51 ms [2021-08-23 08:19:43 main:574] : INFO : Epoch 2039 | loss: 0.0311418 | val_loss: 0.0311471 | Time: 4115.13 ms [2021-08-23 08:19:47 main:574] : INFO : Epoch 2040 | loss: 0.0311397 | val_loss: 0.031146 | Time: 4027.38 ms [2021-08-23 08:19:52 main:574] : INFO : Epoch 2041 | loss: 0.0311383 | val_loss: 0.0311453 | Time: 4091.59 ms [2021-08-23 08:19:56 main:574] : INFO : Epoch 2042 | loss: 0.0311378 | val_loss: 0.0311456 | Time: 4097.59 ms [2021-08-23 08:20:00 main:574] : INFO : Epoch 2043 | loss: 0.0311389 | val_loss: 0.031146 | Time: 4165.99 ms [2021-08-23 08:20:04 main:574] : INFO : Epoch 2044 | loss: 0.0311388 | val_loss: 0.0311486 | Time: 4123.63 ms [2021-08-23 08:20:08 main:574] : INFO : Epoch 2045 | loss: 0.0311414 | val_loss: 0.031149 | Time: 4120.43 ms [2021-08-23 08:20:12 main:574] : INFO : Epoch 2046 | loss: 0.0311397 | val_loss: 0.0311446 | Time: 4120.33 ms [2021-08-23 08:20:16 main:574] : INFO : Epoch 2047 | loss: 0.0311375 | val_loss: 0.0311459 | Time: 4092.46 ms [2021-08-23 08:20:21 main:574] : INFO : Epoch 2048 | loss: 0.0311393 | val_loss: 0.0311485 | Time: 4164.33 ms [2021-08-23 08:20:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311485 [2021-08-23 08:20:21 main:603] : INFO : Saving end state to config to file [2021-08-23 08:20:21 main:608] : INFO : Success, exiting.. 08:20:21 (2920): 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)