Task 5675743
| Name | ParityMachine-1624573376-23261-2_0 |
| Workunit | 3515097 |
| Created | 6 Jul 2021, 8:07:14 UTC |
| Sent | 9 Jul 2021, 12:58:44 UTC |
| Report deadline | 16 Jul 2021, 12:58:44 UTC |
| Received | 9 Jul 2021, 15:38:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5198 |
| Run time | 2 hours 39 min |
| CPU time | 2 hours 35 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 786.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311194 | val_loss: 0.0311524 | Time: 4600.91 ms [2021-07-09 16:58:57 main:574] : INFO : Epoch 1543 | loss: 0.0311188 | val_loss: 0.0311509 | Time: 4609.59 ms [2021-07-09 16:59:02 main:574] : INFO : Epoch 1544 | loss: 0.0311191 | val_loss: 0.0311543 | Time: 4622.33 ms [2021-07-09 16:59:06 main:574] : INFO : Epoch 1545 | loss: 0.0311209 | val_loss: 0.0311543 | Time: 4610.73 ms [2021-07-09 16:59:11 main:574] : INFO : Epoch 1546 | loss: 0.0311198 | val_loss: 0.0311499 | Time: 4622.67 ms [2021-07-09 16:59:16 main:574] : INFO : Epoch 1547 | loss: 0.031121 | val_loss: 0.031151 | Time: 4633.92 ms [2021-07-09 16:59:20 main:574] : INFO : Epoch 1548 | loss: 0.0311192 | val_loss: 0.031156 | Time: 4593.62 ms [2021-07-09 16:59:25 main:574] : INFO : Epoch 1549 | loss: 0.0311196 | val_loss: 0.0311527 | Time: 4626.75 ms [2021-07-09 16:59:29 main:574] : INFO : Epoch 1550 | loss: 0.0311198 | val_loss: 0.0311568 | Time: 4626.25 ms [2021-07-09 16:59:34 main:574] : INFO : Epoch 1551 | loss: 0.0311194 | val_loss: 0.0311525 | Time: 4612.39 ms [2021-07-09 16:59:39 main:574] : INFO : Epoch 1552 | loss: 0.0311179 | val_loss: 0.0311553 | Time: 4609.59 ms [2021-07-09 16:59:43 main:574] : INFO : Epoch 1553 | loss: 0.0311175 | val_loss: 0.0311513 | Time: 4632.08 ms [2021-07-09 16:59:48 main:574] : INFO : Epoch 1554 | loss: 0.0311176 | val_loss: 0.0311517 | Time: 4610.22 ms [2021-07-09 16:59:52 main:574] : INFO : Epoch 1555 | loss: 0.0311162 | val_loss: 0.0311564 | Time: 4610.77 ms [2021-07-09 16:59:57 main:574] : INFO : Epoch 1556 | loss: 0.0311169 | val_loss: 0.0311535 | Time: 4609.23 ms [2021-07-09 17:00:02 main:574] : INFO : Epoch 1557 | loss: 0.031115 | val_loss: 0.031156 | Time: 4630.19 ms [2021-07-09 17:00:06 main:574] : INFO : Epoch 1558 | loss: 0.031117 | val_loss: 0.0311564 | Time: 4619.05 ms [2021-07-09 17:00:11 main:574] : INFO : Epoch 1559 | loss: 0.031125 | val_loss: 0.031169 | Time: 4615.55 ms [2021-07-09 17:00:16 main:574] : INFO : Epoch 1560 | loss: 0.0311239 | val_loss: 0.0311676 | Time: 4623.36 ms [2021-07-09 17:00:20 main:574] : INFO : Epoch 1561 | loss: 0.0311206 | val_loss: 0.0311531 | Time: 4625.35 ms [2021-07-09 17:00:25 main:574] : INFO : Epoch 1562 | loss: 0.0311158 | val_loss: 0.0311537 | Time: 4618.16 ms [2021-07-09 17:00:30 main:574] : INFO : Epoch 1563 | loss: 0.0311197 | val_loss: 0.031155 | Time: 4612.75 ms [2021-07-09 17:00:34 main:574] : INFO : Epoch 1564 | loss: 0.031119 | val_loss: 0.0311525 | Time: 4621.08 ms [2021-07-09 17:00:39 main:574] : INFO : Epoch 1565 | loss: 0.0311193 | val_loss: 0.0311628 | Time: 4611.19 ms [2021-07-09 17:00:43 main:574] : INFO : Epoch 1566 | loss: 0.0311216 | val_loss: 0.0311615 | Time: 4618.11 ms [2021-07-09 17:00:48 main:574] : INFO : Epoch 1567 | loss: 0.0311256 | val_loss: 0.0311617 | Time: 4613.49 ms [2021-07-09 17:00:53 main:574] : INFO : Epoch 1568 | loss: 0.031119 | val_loss: 0.0311547 | Time: 4620.36 ms [2021-07-09 17:00:57 main:574] : INFO : Epoch 1569 | loss: 0.031121 | val_loss: 0.0311639 | Time: 4615.79 ms [2021-07-09 17:01:02 main:574] : INFO : Epoch 1570 | loss: 0.0311224 | val_loss: 0.0311556 | Time: 4613.07 ms [2021-07-09 17:01:06 main:574] : INFO : Epoch 1571 | loss: 0.0311195 | val_loss: 0.031156 | Time: 4618.76 ms [2021-07-09 17:01:11 main:574] : INFO : Epoch 1572 | loss: 0.0311203 | val_loss: 0.0311536 | Time: 4614.8 ms [2021-07-09 17:01:16 main:574] : INFO : Epoch 1573 | loss: 0.0311183 | val_loss: 0.0311569 | Time: 4616.14 ms [2021-07-09 17:01:20 main:574] : INFO : Epoch 1574 | loss: 0.0311176 | val_loss: 0.0311544 | Time: 4616.37 ms [2021-07-09 17:01:25 main:574] : INFO : Epoch 1575 | loss: 0.0311216 | val_loss: 0.0311607 | Time: 4615.98 ms [2021-07-09 17:01:30 main:574] : INFO : Epoch 1576 | loss: 0.0311229 | val_loss: 0.0311583 | Time: 4617.32 ms [2021-07-09 17:01:34 main:574] : INFO : Epoch 1577 | loss: 0.0311239 | val_loss: 0.0311573 | Time: 4620.16 ms [2021-07-09 17:01:39 main:574] : INFO : Epoch 1578 | loss: 0.0311208 | val_loss: 0.0311547 | Time: 4621.67 ms [2021-07-09 17:01:43 main:574] : INFO : Epoch 1579 | loss: 0.0311197 | val_loss: 0.0311574 | Time: 4624.59 ms [2021-07-09 17:01:48 main:574] : INFO : Epoch 1580 | loss: 0.0311198 | val_loss: 0.0311541 | Time: 4611.16 ms [2021-07-09 17:01:53 main:574] : INFO : Epoch 1581 | loss: 0.0311165 | val_loss: 0.0311568 | Time: 4622.3 ms [2021-07-09 17:01:57 main:574] : INFO : Epoch 1582 | loss: 0.0311174 | val_loss: 0.0311522 | Time: 4625.69 ms [2021-07-09 17:02:02 main:574] : INFO : Epoch 1583 | loss: 0.0311208 | val_loss: 0.0311575 | Time: 4621.1 ms [2021-07-09 17:02:07 main:574] : INFO : Epoch 1584 | loss: 0.0311243 | val_loss: 0.0311567 | Time: 4612.18 ms [2021-07-09 17:02:11 main:574] : INFO : Epoch 1585 | loss: 0.0311233 | val_loss: 0.0311534 | Time: 4616.19 ms [2021-07-09 17:02:16 main:574] : INFO : Epoch 1586 | loss: 0.0311261 | val_loss: 0.0311527 | Time: 4621.35 ms [2021-07-09 17:02:20 main:574] : INFO : Epoch 1587 | loss: 0.0311325 | val_loss: 0.0311497 | Time: 4625.43 ms [2021-07-09 17:02:25 main:574] : INFO : Epoch 1588 | loss: 0.0311287 | val_loss: 0.0311597 | Time: 4620.48 ms [2021-07-09 17:02:30 main:574] : INFO : Epoch 1589 | loss: 0.0311307 | val_loss: 0.0311511 | Time: 4624.75 ms [2021-07-09 17:02:34 main:574] : INFO : Epoch 1590 | loss: 0.0311232 | val_loss: 0.0311496 | Time: 4618.4 ms [2021-07-09 17:02:39 main:574] : INFO : Epoch 1591 | loss: 0.0311243 | val_loss: 0.0311516 | Time: 4616.55 ms [2021-07-09 17:02:44 main:574] : INFO : Epoch 1592 | loss: 0.031126 | val_loss: 0.0311522 | Time: 4619.2 ms [2021-07-09 17:02:48 main:574] : INFO : Epoch 1593 | loss: 0.0311227 | val_loss: 0.0311553 | Time: 4620.5 ms [2021-07-09 17:02:53 main:574] : INFO : Epoch 1594 | loss: 0.0311229 | val_loss: 0.0311539 | Time: 4614.02 ms [2021-07-09 17:02:58 main:574] : INFO : Epoch 1595 | loss: 0.0311225 | val_loss: 0.0311571 | Time: 4644.59 ms [2021-07-09 17:03:02 main:574] : INFO : Epoch 1596 | loss: 0.0311215 | val_loss: 0.0311498 | Time: 4653.35 ms [2021-07-09 17:03:07 main:574] : INFO : Epoch 1597 | loss: 0.0311188 | val_loss: 0.0311521 | Time: 4622.38 ms [2021-07-09 17:03:12 main:574] : INFO : Epoch 1598 | loss: 0.0311184 | val_loss: 0.0311527 | Time: 4802.73 ms [2021-07-09 17:03:16 main:574] : INFO : Epoch 1599 | loss: 0.0311194 | val_loss: 0.0311546 | Time: 4635.89 ms [2021-07-09 17:03:21 main:574] : INFO : Epoch 1600 | loss: 0.03112 | val_loss: 0.0311505 | Time: 4603.52 ms [2021-07-09 17:03:26 main:574] : INFO : Epoch 1601 | loss: 0.0311237 | val_loss: 0.0311528 | Time: 4628.36 ms [2021-07-09 17:03:30 main:574] : INFO : Epoch 1602 | loss: 0.031122 | val_loss: 0.0311557 | Time: 4630.02 ms [2021-07-09 17:03:35 main:574] : INFO : Epoch 1603 | loss: 0.0311242 | val_loss: 0.0311525 | Time: 4605.56 ms [2021-07-09 17:03:39 main:574] : INFO : Epoch 1604 | loss: 0.0311209 | val_loss: 0.0311558 | Time: 4627.74 ms [2021-07-09 17:03:44 main:574] : INFO : Epoch 1605 | loss: 0.0311245 | val_loss: 0.0311589 | Time: 4624.65 ms [2021-07-09 17:03:49 main:574] : INFO : Epoch 1606 | loss: 0.0311267 | val_loss: 0.031155 | Time: 4614.32 ms [2021-07-09 17:03:53 main:574] : INFO : Epoch 1607 | loss: 0.0311357 | val_loss: 0.0311673 | Time: 4627.19 ms [2021-07-09 17:03:58 main:574] : INFO : Epoch 1608 | loss: 0.0316238 | val_loss: 0.0314504 | Time: 4612.35 ms [2021-07-09 17:04:03 main:574] : INFO : Epoch 1609 | loss: 0.032702 | val_loss: 0.0316165 | Time: 4618.59 ms [2021-07-09 17:04:07 main:574] : INFO : Epoch 1610 | loss: 0.0315872 | val_loss: 0.0313565 | Time: 4627.29 ms [2021-07-09 17:04:12 main:574] : INFO : Epoch 1611 | loss: 0.031282 | val_loss: 0.0312266 | Time: 4608.02 ms [2021-07-09 17:04:16 main:574] : INFO : Epoch 1612 | loss: 0.0311913 | val_loss: 0.0312164 | Time: 4621.48 ms [2021-07-09 17:04:21 main:574] : INFO : Epoch 1613 | loss: 0.0311668 | val_loss: 0.0311552 | Time: 4629.04 ms [2021-07-09 17:04:26 main:574] : INFO : Epoch 1614 | loss: 0.031144 | val_loss: 0.0311662 | Time: 4611.92 ms [2021-07-09 17:04:30 main:574] : INFO : Epoch 1615 | loss: 0.0311308 | val_loss: 0.0311565 | Time: 4632.09 ms [2021-07-09 17:04:35 main:574] : INFO : Epoch 1616 | loss: 0.031127 | val_loss: 0.0311568 | Time: 4611.71 ms [2021-07-09 17:04:40 main:574] : INFO : Epoch 1617 | loss: 0.0311261 | val_loss: 0.0311578 | Time: 4629.32 ms [2021-07-09 17:04:44 main:574] : INFO : Epoch 1618 | loss: 0.0311264 | val_loss: 0.0311599 | Time: 4635.91 ms [2021-07-09 17:04:49 main:574] : INFO : Epoch 1619 | loss: 0.0311248 | val_loss: 0.0311553 | Time: 4606.52 ms [2021-07-09 17:04:53 main:574] : INFO : Epoch 1620 | loss: 0.031127 | val_loss: 0.0311588 | Time: 4615.94 ms [2021-07-09 17:04:58 main:574] : INFO : Epoch 1621 | loss: 0.0311205 | val_loss: 0.0311609 | Time: 4623.51 ms [2021-07-09 17:05:03 main:574] : INFO : Epoch 1622 | loss: 0.0311181 | val_loss: 0.0311547 | Time: 4622.01 ms [2021-07-09 17:05:07 main:574] : INFO : Epoch 1623 | loss: 0.0311186 | val_loss: 0.0311519 | Time: 4632.65 ms [2021-07-09 17:05:12 main:574] : INFO : Epoch 1624 | loss: 0.0311173 | val_loss: 0.0311538 | Time: 4617.77 ms [2021-07-09 17:05:17 main:574] : INFO : Epoch 1625 | loss: 0.0311175 | val_loss: 0.0311532 | Time: 4612.94 ms [2021-07-09 17:05:21 main:574] : INFO : Epoch 1626 | loss: 0.0311169 | val_loss: 0.031156 | Time: 4629.34 ms [2021-07-09 17:05:26 main:574] : INFO : Epoch 1627 | loss: 0.0311189 | val_loss: 0.0311552 | Time: 4634.35 ms [2021-07-09 17:05:30 main:574] : INFO : Epoch 1628 | loss: 0.0311145 | val_loss: 0.0311536 | Time: 4609.58 ms [2021-07-09 17:05:35 main:574] : INFO : Epoch 1629 | loss: 0.0311153 | val_loss: 0.0311578 | Time: 4624.52 ms [2021-07-09 17:05:40 main:574] : INFO : Epoch 1630 | loss: 0.0311204 | val_loss: 0.0311522 | Time: 4638.72 ms [2021-07-09 17:05:44 main:574] : INFO : Epoch 1631 | loss: 0.031122 | val_loss: 0.0311536 | Time: 4606.36 ms [2021-07-09 17:05:49 main:574] : INFO : Epoch 1632 | loss: 0.0311212 | val_loss: 0.031152 | Time: 4626.35 ms [2021-07-09 17:05:54 main:574] : INFO : Epoch 1633 | loss: 0.0311195 | val_loss: 0.0311549 | Time: 4620 ms [2021-07-09 17:05:58 main:574] : INFO : Epoch 1634 | loss: 0.0311177 | val_loss: 0.0311509 | Time: 4622.29 ms [2021-07-09 17:06:03 main:574] : INFO : Epoch 1635 | loss: 0.0311186 | val_loss: 0.0311506 | Time: 4622.97 ms [2021-07-09 17:06:08 main:574] : INFO : Epoch 1636 | loss: 0.0311179 | val_loss: 0.031152 | Time: 4615.6 ms [2021-07-09 17:06:12 main:574] : INFO : Epoch 1637 | loss: 0.031119 | val_loss: 0.0311551 | Time: 4629.37 ms [2021-07-09 17:06:17 main:574] : INFO : Epoch 1638 | loss: 0.0311184 | val_loss: 0.0311543 | Time: 4627.96 ms [2021-07-09 17:06:21 main:574] : INFO : Epoch 1639 | loss: 0.0311157 | val_loss: 0.0311561 | Time: 4612.21 ms [2021-07-09 17:06:26 main:574] : INFO : Epoch 1640 | loss: 0.0311169 | val_loss: 0.0311514 | Time: 4619.24 ms [2021-07-09 17:06:31 main:574] : INFO : Epoch 1641 | loss: 0.0311168 | val_loss: 0.0311493 | Time: 4618.63 ms [2021-07-09 17:06:35 main:574] : INFO : Epoch 1642 | loss: 0.0311155 | val_loss: 0.0311527 | Time: 4602.78 ms [2021-07-09 17:06:40 main:574] : INFO : Epoch 1643 | loss: 0.0311124 | val_loss: 0.031152 | Time: 4626.86 ms [2021-07-09 17:06:45 main:574] : INFO : Epoch 1644 | loss: 0.0311128 | val_loss: 0.0311502 | Time: 4638.38 ms [2021-07-09 17:06:49 main:574] : INFO : Epoch 1645 | loss: 0.031114 | val_loss: 0.0311517 | Time: 4606.39 ms [2021-07-09 17:06:54 main:574] : INFO : Epoch 1646 | loss: 0.0311167 | val_loss: 0.0311581 | Time: 4615.78 ms [2021-07-09 17:06:58 main:574] : INFO : Epoch 1647 | loss: 0.0311167 | val_loss: 0.0311548 | Time: 4623.78 ms [2021-07-09 17:07:03 main:574] : INFO : Epoch 1648 | loss: 0.031117 | val_loss: 0.0311593 | Time: 4634.64 ms [2021-07-09 17:07:08 main:574] : INFO : Epoch 1649 | loss: 0.0311163 | val_loss: 0.031153 | Time: 4629.13 ms [2021-07-09 17:07:12 main:574] : INFO : Epoch 1650 | loss: 0.0311135 | val_loss: 0.0311536 | Time: 4624.82 ms [2021-07-09 17:07:17 main:574] : INFO : Epoch 1651 | loss: 0.0311141 | val_loss: 0.0311491 | Time: 4610.25 ms [2021-07-09 17:07:22 main:574] : INFO : Epoch 1652 | loss: 0.0311121 | val_loss: 0.031157 | Time: 4634.12 ms [2021-07-09 17:07:26 main:574] : INFO : Epoch 1653 | loss: 0.0311144 | val_loss: 0.0311565 | Time: 4636.39 ms [2021-07-09 17:07:31 main:574] : INFO : Epoch 1654 | loss: 0.0311147 | val_loss: 0.0311533 | Time: 4603.77 ms [2021-07-09 17:07:36 main:574] : INFO : Epoch 1655 | loss: 0.0311145 | val_loss: 0.0311478 | Time: 4638.5 ms [2021-07-09 17:07:40 main:574] : INFO : Epoch 1656 | loss: 0.0311139 | val_loss: 0.031152 | Time: 4605.38 ms [2021-07-09 17:07:45 main:574] : INFO : Epoch 1657 | loss: 0.0311124 | val_loss: 0.0311556 | Time: 4623.76 ms [2021-07-09 17:07:49 main:574] : INFO : Epoch 1658 | loss: 0.031111 | val_loss: 0.0311523 | Time: 4629.83 ms [2021-07-09 17:07:54 main:574] : INFO : Epoch 1659 | loss: 0.03111 | val_loss: 0.0311549 | Time: 4640.88 ms [2021-07-09 17:07:59 main:574] : INFO : Epoch 1660 | loss: 0.0311164 | val_loss: 0.0311623 | Time: 4634.39 ms [2021-07-09 17:08:03 main:574] : INFO : Epoch 1661 | loss: 0.0311244 | val_loss: 0.0311605 | Time: 4618.75 ms [2021-07-09 17:08:08 main:574] : INFO : Epoch 1662 | loss: 0.0311172 | val_loss: 0.0311551 | Time: 4635.96 ms [2021-07-09 17:08:13 main:574] : INFO : Epoch 1663 | loss: 0.0311143 | val_loss: 0.0311494 | Time: 4618.56 ms [2021-07-09 17:08:17 main:574] : INFO : Epoch 1664 | loss: 0.0311133 | val_loss: 0.0311499 | Time: 4612.58 ms [2021-07-09 17:08:22 main:574] : INFO : Epoch 1665 | loss: 0.0311131 | val_loss: 0.0311503 | Time: 4626.54 ms [2021-07-09 17:08:27 main:574] : INFO : Epoch 1666 | loss: 0.031115 | val_loss: 0.0311521 | Time: 4675.58 ms [2021-07-09 17:08:31 main:574] : INFO : Epoch 1667 | loss: 0.0311106 | val_loss: 0.0311556 | Time: 4670.36 ms [2021-07-09 17:08:36 main:574] : INFO : Epoch 1668 | loss: 0.0311103 | val_loss: 0.0311524 | Time: 4580.92 ms [2021-07-09 17:08:40 main:574] : INFO : Epoch 1669 | loss: 0.0311151 | val_loss: 0.0311535 | Time: 4609.24 ms [2021-07-09 17:08:45 main:574] : INFO : Epoch 1670 | loss: 0.0311129 | val_loss: 0.0311563 | Time: 4592.21 ms [2021-07-09 17:08:50 main:574] : INFO : Epoch 1671 | loss: 0.0311137 | val_loss: 0.0311487 | Time: 4595.38 ms [2021-07-09 17:08:54 main:574] : INFO : Epoch 1672 | loss: 0.0311139 | val_loss: 0.0311571 | Time: 4610.09 ms [2021-07-09 17:08:59 main:574] : INFO : Epoch 1673 | loss: 0.0311161 | val_loss: 0.0311537 | Time: 4610.01 ms [2021-07-09 17:09:03 main:574] : INFO : Epoch 1674 | loss: 0.0311176 | val_loss: 0.0311555 | Time: 4589.01 ms [2021-07-09 17:09:08 main:574] : INFO : Epoch 1675 | loss: 0.0311178 | val_loss: 0.0311551 | Time: 4602.47 ms [2021-07-09 17:09:13 main:574] : INFO : Epoch 1676 | loss: 0.0311132 | val_loss: 0.031161 | Time: 4601.36 ms [2021-07-09 17:09:17 main:574] : INFO : Epoch 1677 | loss: 0.0311123 | val_loss: 0.0311579 | Time: 4621.48 ms [2021-07-09 17:09:22 main:574] : INFO : Epoch 1678 | loss: 0.0311105 | val_loss: 0.0311563 | Time: 4612.1 ms [2021-07-09 17:09:27 main:574] : INFO : Epoch 1679 | loss: 0.0311111 | val_loss: 0.0311587 | Time: 4641.7 ms [2021-07-09 17:09:31 main:574] : INFO : Epoch 1680 | loss: 0.0311122 | val_loss: 0.0311576 | Time: 4597.56 ms [2021-07-09 17:09:36 main:574] : INFO : Epoch 1681 | loss: 0.0311123 | val_loss: 0.0311549 | Time: 4600.05 ms [2021-07-09 17:09:40 main:574] : INFO : Epoch 1682 | loss: 0.0311082 | val_loss: 0.0311583 | Time: 4622.49 ms [2021-07-09 17:09:45 main:574] : INFO : Epoch 1683 | loss: 0.0311106 | val_loss: 0.0311692 | Time: 4623.28 ms [2021-07-09 17:09:50 main:574] : INFO : Epoch 1684 | loss: 0.0311108 | val_loss: 0.031161 | Time: 4609.35 ms [2021-07-09 17:09:54 main:574] : INFO : Epoch 1685 | loss: 0.0311069 | val_loss: 0.0311542 | Time: 4613 ms [2021-07-09 17:09:59 main:574] : INFO : Epoch 1686 | loss: 0.0311071 | val_loss: 0.0311501 | Time: 4603.28 ms [2021-07-09 17:10:03 main:574] : INFO : Epoch 1687 | loss: 0.0311095 | val_loss: 0.0311499 | Time: 4606.77 ms [2021-07-09 17:10:08 main:574] : INFO : Epoch 1688 | loss: 0.0311089 | val_loss: 0.0311506 | Time: 4609.9 ms [2021-07-09 17:10:13 main:574] : INFO : Epoch 1689 | loss: 0.0311096 | val_loss: 0.0311536 | Time: 4613.82 ms [2021-07-09 17:10:17 main:574] : INFO : Epoch 1690 | loss: 0.0311093 | val_loss: 0.0311559 | Time: 4622.54 ms [2021-07-09 17:10:22 main:574] : INFO : Epoch 1691 | loss: 0.0311149 | val_loss: 0.0311558 | Time: 4624.71 ms [2021-07-09 17:10:27 main:574] : INFO : Epoch 1692 | loss: 0.0311149 | val_loss: 0.0311515 | Time: 4613.36 ms [2021-07-09 17:10:31 main:574] : INFO : Epoch 1693 | loss: 0.0311163 | val_loss: 0.0311593 | Time: 4600.51 ms [2021-07-09 17:10:36 main:574] : INFO : Epoch 1694 | loss: 0.0311152 | val_loss: 0.0311527 | Time: 4613.42 ms [2021-07-09 17:10:41 main:574] : INFO : Epoch 1695 | loss: 0.031113 | val_loss: 0.0311504 | Time: 4618.82 ms [2021-07-09 17:10:45 main:574] : INFO : Epoch 1696 | loss: 0.0311193 | val_loss: 0.0311518 | Time: 4623.87 ms [2021-07-09 17:10:50 main:574] : INFO : Epoch 1697 | loss: 0.0311183 | val_loss: 0.0311493 | Time: 4627.75 ms [2021-07-09 17:10:54 main:574] : INFO : Epoch 1698 | loss: 0.0311149 | val_loss: 0.0311569 | Time: 4611.33 ms [2021-07-09 17:10:59 main:574] : INFO : Epoch 1699 | loss: 0.0311184 | val_loss: 0.0311519 | Time: 4618.68 ms [2021-07-09 17:11:04 main:574] : INFO : Epoch 1700 | loss: 0.031116 | val_loss: 0.031155 | Time: 4616.54 ms [2021-07-09 17:11:08 main:574] : INFO : Epoch 1701 | loss: 0.0311161 | val_loss: 0.0311593 | Time: 4607.22 ms [2021-07-09 17:11:13 main:574] : INFO : Epoch 1702 | loss: 0.031115 | val_loss: 0.0311555 | Time: 4609.04 ms [2021-07-09 17:11:18 main:574] : INFO : Epoch 1703 | loss: 0.0311137 | val_loss: 0.0311496 | Time: 4618.27 ms [2021-07-09 17:11:22 main:574] : INFO : Epoch 1704 | loss: 0.031113 | val_loss: 0.0311537 | Time: 4617.02 ms [2021-07-09 17:11:27 main:574] : INFO : Epoch 1705 | loss: 0.0311151 | val_loss: 0.0311568 | Time: 4621.8 ms [2021-07-09 17:11:31 main:574] : INFO : Epoch 1706 | loss: 0.0311216 | val_loss: 0.0311566 | Time: 4626.4 ms [2021-07-09 17:11:36 main:574] : INFO : Epoch 1707 | loss: 0.0311127 | val_loss: 0.0311597 | Time: 4596.57 ms [2021-07-09 17:11:41 main:574] : INFO : Epoch 1708 | loss: 0.0311137 | val_loss: 0.0311531 | Time: 4603.3 ms [2021-07-09 17:11:45 main:574] : INFO : Epoch 1709 | loss: 0.0311115 | val_loss: 0.0311544 | Time: 4627.94 ms [2021-07-09 17:11:50 main:574] : INFO : Epoch 1710 | loss: 0.0311107 | val_loss: 0.0311634 | Time: 4588.55 ms [2021-07-09 17:11:54 main:574] : INFO : Epoch 1711 | loss: 0.0311084 | val_loss: 0.0311623 | Time: 4626.35 ms [2021-07-09 17:11:59 main:574] : INFO : Epoch 1712 | loss: 0.0311109 | val_loss: 0.0311513 | Time: 4599.35 ms [2021-07-09 17:12:04 main:574] : INFO : Epoch 1713 | loss: 0.0311185 | val_loss: 0.031152 | Time: 4583.36 ms [2021-07-09 17:12:08 main:574] : INFO : Epoch 1714 | loss: 0.031115 | val_loss: 0.0311511 | Time: 4584.68 ms [2021-07-09 17:12:13 main:574] : INFO : Epoch 1715 | loss: 0.0311134 | val_loss: 0.0311545 | Time: 4630.92 ms [2021-07-09 17:12:18 main:574] : INFO : Epoch 1716 | loss: 0.0311131 | val_loss: 0.0311594 | Time: 4617.75 ms [2021-07-09 17:12:22 main:574] : INFO : Epoch 1717 | loss: 0.0311127 | val_loss: 0.0311594 | Time: 4601.28 ms [2021-07-09 17:12:28 main:574] : INFO : Epoch 1718 | loss: 0.0311126 | val_loss: 0.0311538 | Time: 5944.41 ms [2021-07-09 17:12:34 main:574] : INFO : Epoch 1719 | loss: 0.0311125 | val_loss: 0.0311509 | Time: 6120.33 ms [2021-07-09 17:12:39 main:574] : INFO : Epoch 1720 | loss: 0.0311121 | val_loss: 0.031154 | Time: 4706.18 ms [2021-07-09 17:12:44 main:574] : INFO : Epoch 1721 | loss: 0.0311116 | val_loss: 0.0311505 | Time: 4599.39 ms [2021-07-09 17:12:48 main:574] : INFO : Epoch 1722 | loss: 0.0311115 | val_loss: 0.0311528 | Time: 4606.89 ms [2021-07-09 17:12:53 main:574] : INFO : Epoch 1723 | loss: 0.0311112 | val_loss: 0.0311622 | Time: 4597.19 ms [2021-07-09 17:12:57 main:574] : INFO : Epoch 1724 | loss: 0.031122 | val_loss: 0.0311569 | Time: 4616.91 ms [2021-07-09 17:13:02 main:574] : INFO : Epoch 1725 | loss: 0.0311219 | val_loss: 0.0311515 | Time: 4618.18 ms [2021-07-09 17:13:07 main:574] : INFO : Epoch 1726 | loss: 0.031118 | val_loss: 0.0311495 | Time: 4614.75 ms [2021-07-09 17:13:11 main:574] : INFO : Epoch 1727 | loss: 0.0311164 | val_loss: 0.0311508 | Time: 4679.77 ms [2021-07-09 17:13:16 main:574] : INFO : Epoch 1728 | loss: 0.0311148 | val_loss: 0.0311512 | Time: 5019.74 ms [2021-07-09 17:13:21 main:574] : INFO : Epoch 1729 | loss: 0.0311151 | val_loss: 0.0311507 | Time: 4950.72 ms [2021-07-09 17:13:26 main:574] : INFO : Epoch 1730 | loss: 0.0311124 | val_loss: 0.0311505 | Time: 4654.45 ms [2021-07-09 17:13:31 main:574] : INFO : Epoch 1731 | loss: 0.0311138 | val_loss: 0.031153 | Time: 4590.78 ms [2021-07-09 17:13:35 main:574] : INFO : Epoch 1732 | loss: 0.0311169 | val_loss: 0.0311529 | Time: 4610.83 ms [2021-07-09 17:13:40 main:574] : INFO : Epoch 1733 | loss: 0.0311127 | val_loss: 0.0311492 | Time: 4599.29 ms [2021-07-09 17:13:44 main:574] : INFO : Epoch 1734 | loss: 0.0311095 | val_loss: 0.0311469 | Time: 4617.41 ms [2021-07-09 17:13:49 main:574] : INFO : Epoch 1735 | loss: 0.0311101 | val_loss: 0.0311472 | Time: 4668.85 ms [2021-07-09 17:13:54 main:574] : INFO : Epoch 1736 | loss: 0.0311113 | val_loss: 0.0311496 | Time: 4603.94 ms [2021-07-09 17:13:58 main:574] : INFO : Epoch 1737 | loss: 0.0311105 | val_loss: 0.0311526 | Time: 4580.05 ms [2021-07-09 17:14:03 main:574] : INFO : Epoch 1738 | loss: 0.0311091 | val_loss: 0.0311507 | Time: 4523.35 ms [2021-07-09 17:14:07 main:574] : INFO : Epoch 1739 | loss: 0.0311101 | val_loss: 0.0311466 | Time: 4602.37 ms [2021-07-09 17:14:12 main:574] : INFO : Epoch 1740 | loss: 0.0311102 | val_loss: 0.0311456 | Time: 4533.64 ms [2021-07-09 17:14:17 main:574] : INFO : Epoch 1741 | loss: 0.031112 | val_loss: 0.0311445 | Time: 4529.34 ms [2021-07-09 17:14:21 main:574] : INFO : Epoch 1742 | loss: 0.0311139 | val_loss: 0.0311501 | Time: 4556.04 ms [2021-07-09 17:14:26 main:574] : INFO : Epoch 1743 | loss: 0.0311304 | val_loss: 0.0311518 | Time: 4598.92 ms [2021-07-09 17:14:30 main:574] : INFO : Epoch 1744 | loss: 0.0311372 | val_loss: 0.0311427 | Time: 4502.38 ms [2021-07-09 17:14:35 main:574] : INFO : Epoch 1745 | loss: 0.0311316 | val_loss: 0.0311504 | Time: 4499.59 ms [2021-07-09 17:14:39 main:574] : INFO : Epoch 1746 | loss: 0.0311297 | val_loss: 0.0311436 | Time: 4511.03 ms [2021-07-09 17:14:44 main:574] : INFO : Epoch 1747 | loss: 0.0311257 | val_loss: 0.0311457 | Time: 4505.81 ms [2021-07-09 17:14:48 main:574] : INFO : Epoch 1748 | loss: 0.0311251 | val_loss: 0.0311411 | Time: 4505.24 ms [2021-07-09 17:14:53 main:574] : INFO : Epoch 1749 | loss: 0.0311256 | val_loss: 0.0311404 | Time: 4509.88 ms [2021-07-09 17:14:57 main:574] : INFO : Epoch 1750 | loss: 0.0311252 | val_loss: 0.0311445 | Time: 4514.81 ms [2021-07-09 17:15:02 main:574] : INFO : Epoch 1751 | loss: 0.0311285 | val_loss: 0.0311511 | Time: 4518.86 ms [2021-07-09 17:15:06 main:574] : INFO : Epoch 1752 | loss: 0.0311316 | val_loss: 0.0311468 | Time: 4514.1 ms [2021-07-09 17:15:11 main:574] : INFO : Epoch 1753 | loss: 0.0311299 | val_loss: 0.0311499 | Time: 4572.7 ms [2021-07-09 17:15:15 main:574] : INFO : Epoch 1754 | loss: 0.0311328 | val_loss: 0.0311498 | Time: 4515.02 ms [2021-07-09 17:15:20 main:574] : INFO : Epoch 1755 | loss: 0.0311297 | val_loss: 0.0311524 | Time: 4507.02 ms [2021-07-09 17:15:25 main:574] : INFO : Epoch 1756 | loss: 0.0311275 | val_loss: 0.0311465 | Time: 4509.04 ms [2021-07-09 17:15:29 main:574] : INFO : Epoch 1757 | loss: 0.0311248 | val_loss: 0.0311519 | Time: 4501.13 ms [2021-07-09 17:15:34 main:574] : INFO : Epoch 1758 | loss: 0.0311246 | val_loss: 0.0311466 | Time: 4515.29 ms [2021-07-09 17:15:38 main:574] : INFO : Epoch 1759 | loss: 0.0311221 | val_loss: 0.0311496 | Time: 4518.01 ms [2021-07-09 17:15:43 main:574] : INFO : Epoch 1760 | loss: 0.0311306 | val_loss: 0.0311574 | Time: 4522.95 ms [2021-07-09 17:15:47 main:574] : INFO : Epoch 1761 | loss: 0.0311497 | val_loss: 0.0311583 | Time: 4549.83 ms [2021-07-09 17:15:52 main:574] : INFO : Epoch 1762 | loss: 0.0311508 | val_loss: 0.0311618 | Time: 4583.47 ms [2021-07-09 17:15:56 main:574] : INFO : Epoch 1763 | loss: 0.031149 | val_loss: 0.0311605 | Time: 4544.03 ms [2021-07-09 17:16:01 main:574] : INFO : Epoch 1764 | loss: 0.0311472 | val_loss: 0.0311602 | Time: 4571.19 ms [2021-07-09 17:16:06 main:574] : INFO : Epoch 1765 | loss: 0.0311482 | val_loss: 0.031159 | Time: 4626.49 ms [2021-07-09 17:16:10 main:574] : INFO : Epoch 1766 | loss: 0.0311464 | val_loss: 0.0311553 | Time: 4648.78 ms [2021-07-09 17:16:15 main:574] : INFO : Epoch 1767 | loss: 0.0311434 | val_loss: 0.0311569 | Time: 4660 ms [2021-07-09 17:16:19 main:574] : INFO : Epoch 1768 | loss: 0.0311415 | val_loss: 0.0311579 | Time: 4589.46 ms [2021-07-09 17:16:24 main:574] : INFO : Epoch 1769 | loss: 0.0311413 | val_loss: 0.0311592 | Time: 4546.06 ms [2021-07-09 17:16:29 main:574] : INFO : Epoch 1770 | loss: 0.0311408 | val_loss: 0.0311544 | Time: 4527.54 ms [2021-07-09 17:16:33 main:574] : INFO : Epoch 1771 | loss: 0.0311389 | val_loss: 0.0311574 | Time: 4564.6 ms [2021-07-09 17:16:38 main:574] : INFO : Epoch 1772 | loss: 0.0311409 | val_loss: 0.0311563 | Time: 4575.71 ms [2021-07-09 17:16:42 main:574] : INFO : Epoch 1773 | loss: 0.0311382 | val_loss: 0.0311623 | Time: 4547.18 ms [2021-07-09 17:16:47 main:574] : INFO : Epoch 1774 | loss: 0.0311378 | val_loss: 0.0311548 | Time: 4568.33 ms [2021-07-09 17:16:51 main:574] : INFO : Epoch 1775 | loss: 0.0311417 | val_loss: 0.0311594 | Time: 4629.02 ms [2021-07-09 17:16:56 main:574] : INFO : Epoch 1776 | loss: 0.031143 | val_loss: 0.0311601 | Time: 4641.39 ms [2021-07-09 17:17:01 main:574] : INFO : Epoch 1777 | loss: 0.0311477 | val_loss: 0.0311606 | Time: 4634.34 ms [2021-07-09 17:17:05 main:574] : INFO : Epoch 1778 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 4637.52 ms [2021-07-09 17:17:10 main:574] : INFO : Epoch 1779 | loss: 0.0311696 | val_loss: 0.031172 | Time: 4632.9 ms [2021-07-09 17:17:15 main:574] : INFO : Epoch 1780 | loss: 0.0311671 | val_loss: 0.031167 | Time: 4629.01 ms [2021-07-09 17:17:19 main:574] : INFO : Epoch 1781 | loss: 0.0311604 | val_loss: 0.0311658 | Time: 4632.17 ms [2021-07-09 17:17:24 main:574] : INFO : Epoch 1782 | loss: 0.0311601 | val_loss: 0.0311665 | Time: 4640.01 ms [2021-07-09 17:17:29 main:574] : INFO : Epoch 1783 | loss: 0.031157 | val_loss: 0.0311631 | Time: 4627.03 ms [2021-07-09 17:17:33 main:574] : INFO : Epoch 1784 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 4565.57 ms [2021-07-09 17:17:38 main:574] : INFO : Epoch 1785 | loss: 0.0311588 | val_loss: 0.0311637 | Time: 4600.79 ms [2021-07-09 17:17:42 main:574] : INFO : Epoch 1786 | loss: 0.0311565 | val_loss: 0.0311624 | Time: 4644.91 ms [2021-07-09 17:17:47 main:574] : INFO : Epoch 1787 | loss: 0.0311536 | val_loss: 0.0311616 | Time: 4598.87 ms [2021-07-09 17:17:52 main:574] : INFO : Epoch 1788 | loss: 0.0311521 | val_loss: 0.0311623 | Time: 4638.72 ms [2021-07-09 17:17:56 main:574] : INFO : Epoch 1789 | loss: 0.0311544 | val_loss: 0.0311651 | Time: 4577.46 ms [2021-07-09 17:18:01 main:574] : INFO : Epoch 1790 | loss: 0.0311561 | val_loss: 0.0311623 | Time: 4596.8 ms [2021-07-09 17:18:05 main:574] : INFO : Epoch 1791 | loss: 0.0311541 | val_loss: 0.0311652 | Time: 4560.06 ms [2021-07-09 17:18:10 main:574] : INFO : Epoch 1792 | loss: 0.0311515 | val_loss: 0.0311621 | Time: 4589.66 ms [2021-07-09 17:18:15 main:574] : INFO : Epoch 1793 | loss: 0.0311498 | val_loss: 0.031158 | Time: 4638.98 ms [2021-07-09 17:18:19 main:574] : INFO : Epoch 1794 | loss: 0.0311473 | val_loss: 0.0311594 | Time: 4543.16 ms [2021-07-09 17:18:24 main:574] : INFO : Epoch 1795 | loss: 0.0311495 | val_loss: 0.031157 | Time: 4575.37 ms [2021-07-09 17:18:28 main:574] : INFO : Epoch 1796 | loss: 0.0311472 | val_loss: 0.031156 | Time: 4559.16 ms [2021-07-09 17:18:33 main:574] : INFO : Epoch 1797 | loss: 0.031146 | val_loss: 0.0311571 | Time: 4618.56 ms [2021-07-09 17:18:38 main:574] : INFO : Epoch 1798 | loss: 0.0311473 | val_loss: 0.0311596 | Time: 4612.44 ms [2021-07-09 17:18:42 main:574] : INFO : Epoch 1799 | loss: 0.0311495 | val_loss: 0.0311571 | Time: 4643.56 ms [2021-07-09 17:18:47 main:574] : INFO : Epoch 1800 | loss: 0.0311485 | val_loss: 0.0311585 | Time: 4592.38 ms [2021-07-09 17:18:51 main:574] : INFO : Epoch 1801 | loss: 0.0311487 | val_loss: 0.0311641 | Time: 4532.65 ms [2021-07-09 17:18:56 main:574] : INFO : Epoch 1802 | loss: 0.0311502 | val_loss: 0.0311604 | Time: 4565.93 ms [2021-07-09 17:19:01 main:574] : INFO : Epoch 1803 | loss: 0.0311496 | val_loss: 0.0311655 | Time: 4569.27 ms [2021-07-09 17:19:05 main:574] : INFO : Epoch 1804 | loss: 0.0311472 | val_loss: 0.0311593 | Time: 4551.89 ms [2021-07-09 17:19:10 main:574] : INFO : Epoch 1805 | loss: 0.0311461 | val_loss: 0.0311647 | Time: 4573.53 ms [2021-07-09 17:19:14 main:574] : INFO : Epoch 1806 | loss: 0.0311454 | val_loss: 0.031161 | Time: 4633.74 ms [2021-07-09 17:19:19 main:574] : INFO : Epoch 1807 | loss: 0.0311459 | val_loss: 0.0311584 | Time: 4631.08 ms [2021-07-09 17:19:24 main:574] : INFO : Epoch 1808 | loss: 0.0311439 | val_loss: 0.0311601 | Time: 4633.54 ms [2021-07-09 17:19:28 main:574] : INFO : Epoch 1809 | loss: 0.0311427 | val_loss: 0.0311678 | Time: 4655.51 ms [2021-07-09 17:19:33 main:574] : INFO : Epoch 1810 | loss: 0.0311464 | val_loss: 0.0311638 | Time: 4634.97 ms [2021-07-09 17:19:38 main:574] : INFO : Epoch 1811 | loss: 0.0311433 | val_loss: 0.0311601 | Time: 4643.68 ms [2021-07-09 17:19:42 main:574] : INFO : Epoch 1812 | loss: 0.0311433 | val_loss: 0.0311582 | Time: 4642.43 ms [2021-07-09 17:19:47 main:574] : INFO : Epoch 1813 | loss: 0.0311462 | val_loss: 0.0311593 | Time: 4631.89 ms [2021-07-09 17:19:52 main:574] : INFO : Epoch 1814 | loss: 0.0311444 | val_loss: 0.0311579 | Time: 4627.61 ms [2021-07-09 17:19:56 main:574] : INFO : Epoch 1815 | loss: 0.0311431 | val_loss: 0.0311604 | Time: 4622.45 ms [2021-07-09 17:20:01 main:574] : INFO : Epoch 1816 | loss: 0.0311443 | val_loss: 0.0311605 | Time: 4601.29 ms [2021-07-09 17:20:05 main:574] : INFO : Epoch 1817 | loss: 0.0311442 | val_loss: 0.0311607 | Time: 4575.95 ms [2021-07-09 17:20:10 main:574] : INFO : Epoch 1818 | loss: 0.0311421 | val_loss: 0.031164 | Time: 4622.5 ms [2021-07-09 17:20:15 main:574] : INFO : Epoch 1819 | loss: 0.0311434 | val_loss: 0.0311616 | Time: 4555.14 ms [2021-07-09 17:20:19 main:574] : INFO : Epoch 1820 | loss: 0.0311426 | val_loss: 0.0311611 | Time: 4569.98 ms [2021-07-09 17:20:24 main:574] : INFO : Epoch 1821 | loss: 0.0311435 | val_loss: 0.0311641 | Time: 4577.51 ms [2021-07-09 17:20:29 main:574] : INFO : Epoch 1822 | loss: 0.0311452 | val_loss: 0.0311638 | Time: 4615.14 ms [2021-07-09 17:20:33 main:574] : INFO : Epoch 1823 | loss: 0.0311429 | val_loss: 0.0311634 | Time: 4586.06 ms [2021-07-09 17:20:38 main:574] : INFO : Epoch 1824 | loss: 0.0311502 | val_loss: 0.0311638 | Time: 4579.75 ms [2021-07-09 17:20:42 main:574] : INFO : Epoch 1825 | loss: 0.0311502 | val_loss: 0.0311662 | Time: 4603.94 ms [2021-07-09 17:20:47 main:574] : INFO : Epoch 1826 | loss: 0.031147 | val_loss: 0.0311617 | Time: 4615.63 ms [2021-07-09 17:20:52 main:574] : INFO : Epoch 1827 | loss: 0.0311445 | val_loss: 0.0311584 | Time: 4563.83 ms [2021-07-09 17:20:56 main:574] : INFO : Epoch 1828 | loss: 0.0311454 | val_loss: 0.0311635 | Time: 4590.97 ms [2021-07-09 17:21:01 main:574] : INFO : Epoch 1829 | loss: 0.0311423 | val_loss: 0.0311612 | Time: 4586.05 ms [2021-07-09 17:21:05 main:574] : INFO : Epoch 1830 | loss: 0.0311431 | val_loss: 0.0311572 | Time: 4546.32 ms [2021-07-09 17:21:10 main:574] : INFO : Epoch 1831 | loss: 0.0311448 | val_loss: 0.0311608 | Time: 4585.24 ms [2021-07-09 17:21:15 main:574] : INFO : Epoch 1832 | loss: 0.0311501 | val_loss: 0.0311657 | Time: 4595.4 ms [2021-07-09 17:21:19 main:574] : INFO : Epoch 1833 | loss: 0.0311617 | val_loss: 0.0311648 | Time: 4621.17 ms [2021-07-09 17:21:24 main:574] : INFO : Epoch 1834 | loss: 0.0311602 | val_loss: 0.0311675 | Time: 4566.62 ms [2021-07-09 17:21:28 main:574] : INFO : Epoch 1835 | loss: 0.0311736 | val_loss: 0.0311758 | Time: 4553.94 ms [2021-07-09 17:21:33 main:574] : INFO : Epoch 1836 | loss: 0.0311716 | val_loss: 0.0311704 | Time: 4551.52 ms [2021-07-09 17:21:37 main:574] : INFO : Epoch 1837 | loss: 0.031168 | val_loss: 0.0311709 | Time: 4548.1 ms [2021-07-09 17:21:42 main:574] : INFO : Epoch 1838 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 4531.1 ms [2021-07-09 17:21:47 main:574] : INFO : Epoch 1839 | loss: 0.031162 | val_loss: 0.0311701 | Time: 4545.47 ms [2021-07-09 17:21:51 main:574] : INFO : Epoch 1840 | loss: 0.031161 | val_loss: 0.0311679 | Time: 4521.99 ms [2021-07-09 17:21:56 main:574] : INFO : Epoch 1841 | loss: 0.0311595 | val_loss: 0.0311676 | Time: 4558.43 ms [2021-07-09 17:22:00 main:574] : INFO : Epoch 1842 | loss: 0.0311584 | val_loss: 0.0311692 | Time: 4560.36 ms [2021-07-09 17:22:05 main:574] : INFO : Epoch 1843 | loss: 0.0311607 | val_loss: 0.0311655 | Time: 4551.14 ms [2021-07-09 17:22:09 main:574] : INFO : Epoch 1844 | loss: 0.0311564 | val_loss: 0.0311658 | Time: 4584.4 ms [2021-07-09 17:22:14 main:574] : INFO : Epoch 1845 | loss: 0.0311551 | val_loss: 0.0311654 | Time: 4617.14 ms [2021-07-09 17:22:19 main:574] : INFO : Epoch 1846 | loss: 0.0311559 | val_loss: 0.0311652 | Time: 4592.95 ms [2021-07-09 17:22:23 main:574] : INFO : Epoch 1847 | loss: 0.0311574 | val_loss: 0.031165 | Time: 4556.84 ms [2021-07-09 17:22:28 main:574] : INFO : Epoch 1848 | loss: 0.0311545 | val_loss: 0.031165 | Time: 4567.3 ms [2021-07-09 17:22:32 main:574] : INFO : Epoch 1849 | loss: 0.0311529 | val_loss: 0.0311663 | Time: 4584.72 ms [2021-07-09 17:22:37 main:574] : INFO : Epoch 1850 | loss: 0.0311524 | val_loss: 0.031166 | Time: 4573.51 ms [2021-07-09 17:22:41 main:574] : INFO : Epoch 1851 | loss: 0.0311525 | val_loss: 0.0311627 | Time: 4561.89 ms [2021-07-09 17:22:46 main:574] : INFO : Epoch 1852 | loss: 0.0311512 | val_loss: 0.031166 | Time: 4573.77 ms [2021-07-09 17:22:51 main:574] : INFO : Epoch 1853 | loss: 0.0311525 | val_loss: 0.031165 | Time: 4538.55 ms [2021-07-09 17:22:55 main:574] : INFO : Epoch 1854 | loss: 0.031151 | val_loss: 0.0311654 | Time: 4553.4 ms [2021-07-09 17:23:00 main:574] : INFO : Epoch 1855 | loss: 0.0311516 | val_loss: 0.0311657 | Time: 4625.42 ms [2021-07-09 17:23:04 main:574] : INFO : Epoch 1856 | loss: 0.0311519 | val_loss: 0.0311679 | Time: 4624.63 ms [2021-07-09 17:23:09 main:574] : INFO : Epoch 1857 | loss: 0.0311559 | val_loss: 0.0311649 | Time: 4631.99 ms [2021-07-09 17:23:14 main:574] : INFO : Epoch 1858 | loss: 0.0311559 | val_loss: 0.0311709 | Time: 4568.02 ms [2021-07-09 17:23:18 main:574] : INFO : Epoch 1859 | loss: 0.0311539 | val_loss: 0.0311663 | Time: 4545.79 ms [2021-07-09 17:23:23 main:574] : INFO : Epoch 1860 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 4517.83 ms [2021-07-09 17:23:27 main:574] : INFO : Epoch 1861 | loss: 0.0311518 | val_loss: 0.0311618 | Time: 4554.88 ms [2021-07-09 17:23:32 main:574] : INFO : Epoch 1862 | loss: 0.0311511 | val_loss: 0.0311618 | Time: 4615.37 ms [2021-07-09 17:23:37 main:574] : INFO : Epoch 1863 | loss: 0.0311512 | val_loss: 0.0311638 | Time: 4633.33 ms [2021-07-09 17:23:41 main:574] : INFO : Epoch 1864 | loss: 0.0311518 | val_loss: 0.0311627 | Time: 4623.01 ms [2021-07-09 17:23:46 main:574] : INFO : Epoch 1865 | loss: 0.0311518 | val_loss: 0.0311646 | Time: 4629.44 ms [2021-07-09 17:23:50 main:574] : INFO : Epoch 1866 | loss: 0.0311495 | val_loss: 0.0311597 | Time: 4630.79 ms [2021-07-09 17:23:55 main:574] : INFO : Epoch 1867 | loss: 0.0311493 | val_loss: 0.0311591 | Time: 4625.02 ms [2021-07-09 17:24:00 main:574] : INFO : Epoch 1868 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 4627.55 ms [2021-07-09 17:24:04 main:574] : INFO : Epoch 1869 | loss: 0.0311494 | val_loss: 0.0311601 | Time: 4621.91 ms [2021-07-09 17:24:09 main:574] : INFO : Epoch 1870 | loss: 0.0311504 | val_loss: 0.0311615 | Time: 4624.07 ms [2021-07-09 17:24:14 main:574] : INFO : Epoch 1871 | loss: 0.0311519 | val_loss: 0.0311673 | Time: 4620.56 ms [2021-07-09 17:24:18 main:574] : INFO : Epoch 1872 | loss: 0.0311518 | val_loss: 0.0311631 | Time: 4619.01 ms [2021-07-09 17:24:23 main:574] : INFO : Epoch 1873 | loss: 0.031148 | val_loss: 0.0311626 | Time: 4615.31 ms [2021-07-09 17:24:27 main:574] : INFO : Epoch 1874 | loss: 0.0311509 | val_loss: 0.0311582 | Time: 4623.74 ms [2021-07-09 17:24:32 main:574] : INFO : Epoch 1875 | loss: 0.0311492 | val_loss: 0.0311607 | Time: 4622.67 ms [2021-07-09 17:24:37 main:574] : INFO : Epoch 1876 | loss: 0.0311491 | val_loss: 0.0311583 | Time: 4615.55 ms [2021-07-09 17:24:41 main:574] : INFO : Epoch 1877 | loss: 0.0311578 | val_loss: 0.0311619 | Time: 4629.56 ms [2021-07-09 17:24:46 main:574] : INFO : Epoch 1878 | loss: 0.0311616 | val_loss: 0.0311627 | Time: 4615.83 ms [2021-07-09 17:24:51 main:574] : INFO : Epoch 1879 | loss: 0.0311594 | val_loss: 0.0311616 | Time: 4623.79 ms [2021-07-09 17:24:55 main:574] : INFO : Epoch 1880 | loss: 0.0311568 | val_loss: 0.0311607 | Time: 4626.15 ms [2021-07-09 17:25:00 main:574] : INFO : Epoch 1881 | loss: 0.0311587 | val_loss: 0.0311642 | Time: 4628.32 ms [2021-07-09 17:25:04 main:574] : INFO : Epoch 1882 | loss: 0.0311636 | val_loss: 0.031162 | Time: 4625.05 ms [2021-07-09 17:25:09 main:574] : INFO : Epoch 1883 | loss: 0.031163 | val_loss: 0.0311625 | Time: 4620.79 ms [2021-07-09 17:25:14 main:574] : INFO : Epoch 1884 | loss: 0.0311635 | val_loss: 0.0311633 | Time: 4625.95 ms [2021-07-09 17:25:18 main:574] : INFO : Epoch 1885 | loss: 0.0311612 | val_loss: 0.0311631 | Time: 4630.35 ms [2021-07-09 17:25:23 main:574] : INFO : Epoch 1886 | loss: 0.0311606 | val_loss: 0.0311635 | Time: 4615.74 ms [2021-07-09 17:25:28 main:574] : INFO : Epoch 1887 | loss: 0.031158 | val_loss: 0.0311614 | Time: 4620.74 ms [2021-07-09 17:25:32 main:574] : INFO : Epoch 1888 | loss: 0.0311576 | val_loss: 0.0311627 | Time: 4625.02 ms [2021-07-09 17:25:37 main:574] : INFO : Epoch 1889 | loss: 0.0311561 | val_loss: 0.0311634 | Time: 4624.39 ms [2021-07-09 17:25:42 main:574] : INFO : Epoch 1890 | loss: 0.0311581 | val_loss: 0.0311707 | Time: 4611.64 ms [2021-07-09 17:25:46 main:574] : INFO : Epoch 1891 | loss: 0.0311556 | val_loss: 0.0311634 | Time: 4622.08 ms [2021-07-09 17:25:51 main:574] : INFO : Epoch 1892 | loss: 0.031156 | val_loss: 0.0311627 | Time: 4621.13 ms [2021-07-09 17:25:55 main:574] : INFO : Epoch 1893 | loss: 0.0311559 | val_loss: 0.0311608 | Time: 4627.02 ms [2021-07-09 17:26:00 main:574] : INFO : Epoch 1894 | loss: 0.0311545 | val_loss: 0.0311662 | Time: 4623.6 ms [2021-07-09 17:26:05 main:574] : INFO : Epoch 1895 | loss: 0.0311572 | val_loss: 0.031167 | Time: 4622.61 ms [2021-07-09 17:26:09 main:574] : INFO : Epoch 1896 | loss: 0.0311559 | val_loss: 0.0311652 | Time: 4626.12 ms [2021-07-09 17:26:14 main:574] : INFO : Epoch 1897 | loss: 0.0311526 | val_loss: 0.031161 | Time: 4618.48 ms [2021-07-09 17:26:19 main:574] : INFO : Epoch 1898 | loss: 0.0311519 | val_loss: 0.0311589 | Time: 4622.91 ms [2021-07-09 17:26:23 main:574] : INFO : Epoch 1899 | loss: 0.0311533 | val_loss: 0.0311608 | Time: 4616.68 ms [2021-07-09 17:26:28 main:574] : INFO : Epoch 1900 | loss: 0.0311527 | val_loss: 0.0311595 | Time: 4618.57 ms [2021-07-09 17:26:32 main:574] : INFO : Epoch 1901 | loss: 0.0311518 | val_loss: 0.0311617 | Time: 4620.61 ms [2021-07-09 17:26:37 main:574] : INFO : Epoch 1902 | loss: 0.0311521 | val_loss: 0.0311605 | Time: 4620.45 ms [2021-07-09 17:26:42 main:574] : INFO : Epoch 1903 | loss: 0.031153 | val_loss: 0.0311622 | Time: 4623.83 ms [2021-07-09 17:26:46 main:574] : INFO : Epoch 1904 | loss: 0.031151 | val_loss: 0.0311593 | Time: 4624.56 ms [2021-07-09 17:26:51 main:574] : INFO : Epoch 1905 | loss: 0.031151 | val_loss: 0.0311605 | Time: 4621.11 ms [2021-07-09 17:26:56 main:574] : INFO : Epoch 1906 | loss: 0.0311551 | val_loss: 0.0311623 | Time: 4620.82 ms [2021-07-09 17:27:00 main:574] : INFO : Epoch 1907 | loss: 0.0311551 | val_loss: 0.0311693 | Time: 4624.63 ms [2021-07-09 17:27:05 main:574] : INFO : Epoch 1908 | loss: 0.0311601 | val_loss: 0.0311678 | Time: 4624.42 ms [2021-07-09 17:27:10 main:574] : INFO : Epoch 1909 | loss: 0.0311537 | val_loss: 0.0311624 | Time: 4624.02 ms [2021-07-09 17:27:14 main:574] : INFO : Epoch 1910 | loss: 0.0311535 | val_loss: 0.0311657 | Time: 4617.03 ms [2021-07-09 17:27:19 main:574] : INFO : Epoch 1911 | loss: 0.0311564 | val_loss: 0.0311624 | Time: 4625.45 ms [2021-07-09 17:27:23 main:574] : INFO : Epoch 1912 | loss: 0.0311535 | val_loss: 0.0311606 | Time: 4627.69 ms [2021-07-09 17:27:28 main:574] : INFO : Epoch 1913 | loss: 0.0311513 | val_loss: 0.0311599 | Time: 4626.63 ms [2021-07-09 17:27:33 main:574] : INFO : Epoch 1914 | loss: 0.0311519 | val_loss: 0.0311612 | Time: 4624.38 ms [2021-07-09 17:27:37 main:574] : INFO : Epoch 1915 | loss: 0.0311521 | val_loss: 0.0311604 | Time: 4640.95 ms [2021-07-09 17:27:42 main:574] : INFO : Epoch 1916 | loss: 0.0311505 | val_loss: 0.0311598 | Time: 4692.64 ms [2021-07-09 17:27:47 main:574] : INFO : Epoch 1917 | loss: 0.0311501 | val_loss: 0.0311606 | Time: 4628.35 ms [2021-07-09 17:27:51 main:574] : INFO : Epoch 1918 | loss: 0.0311484 | val_loss: 0.0311604 | Time: 4642.33 ms [2021-07-09 17:27:56 main:574] : INFO : Epoch 1919 | loss: 0.0311522 | val_loss: 0.0311603 | Time: 4615.34 ms [2021-07-09 17:28:01 main:574] : INFO : Epoch 1920 | loss: 0.0311496 | val_loss: 0.0311627 | Time: 4624.47 ms [2021-07-09 17:28:05 main:574] : INFO : Epoch 1921 | loss: 0.0311478 | val_loss: 0.0311612 | Time: 4666.29 ms [2021-07-09 17:28:10 main:574] : INFO : Epoch 1922 | loss: 0.0311477 | val_loss: 0.0311593 | Time: 4638 ms [2021-07-09 17:28:15 main:574] : INFO : Epoch 1923 | loss: 0.0311475 | val_loss: 0.0311611 | Time: 4633.62 ms [2021-07-09 17:28:19 main:574] : INFO : Epoch 1924 | loss: 0.031148 | val_loss: 0.0311663 | Time: 4630.26 ms [2021-07-09 17:28:24 main:574] : INFO : Epoch 1925 | loss: 0.0311472 | val_loss: 0.0311623 | Time: 4641.33 ms [2021-07-09 17:28:28 main:574] : INFO : Epoch 1926 | loss: 0.0311482 | val_loss: 0.0311598 | Time: 4641.44 ms [2021-07-09 17:28:33 main:574] : INFO : Epoch 1927 | loss: 0.0311466 | val_loss: 0.031162 | Time: 4632.62 ms [2021-07-09 17:28:38 main:574] : INFO : Epoch 1928 | loss: 0.0311541 | val_loss: 0.0311672 | Time: 4621.82 ms [2021-07-09 17:28:42 main:574] : INFO : Epoch 1929 | loss: 0.0311527 | val_loss: 0.0311614 | Time: 4697.23 ms [2021-07-09 17:28:47 main:574] : INFO : Epoch 1930 | loss: 0.031151 | val_loss: 0.0311629 | Time: 4666.49 ms [2021-07-09 17:28:52 main:574] : INFO : Epoch 1931 | loss: 0.0311519 | val_loss: 0.0311676 | Time: 4616.11 ms [2021-07-09 17:28:56 main:574] : INFO : Epoch 1932 | loss: 0.0311507 | val_loss: 0.031159 | Time: 4624.08 ms [2021-07-09 17:29:01 main:574] : INFO : Epoch 1933 | loss: 0.0311495 | val_loss: 0.0311599 | Time: 4636.88 ms [2021-07-09 17:29:06 main:574] : INFO : Epoch 1934 | loss: 0.0311494 | val_loss: 0.0311605 | Time: 4621.41 ms [2021-07-09 17:29:10 main:574] : INFO : Epoch 1935 | loss: 0.0311477 | val_loss: 0.0311588 | Time: 4621.47 ms [2021-07-09 17:29:15 main:574] : INFO : Epoch 1936 | loss: 0.0311473 | val_loss: 0.0311595 | Time: 4638.73 ms [2021-07-09 17:29:20 main:574] : INFO : Epoch 1937 | loss: 0.0311461 | val_loss: 0.0311609 | Time: 4624.45 ms [2021-07-09 17:29:24 main:574] : INFO : Epoch 1938 | loss: 0.0311459 | val_loss: 0.0311606 | Time: 4622.56 ms [2021-07-09 17:29:29 main:574] : INFO : Epoch 1939 | loss: 0.0311464 | val_loss: 0.0311596 | Time: 4622.89 ms [2021-07-09 17:29:33 main:574] : INFO : Epoch 1940 | loss: 0.0311444 | val_loss: 0.0311597 | Time: 4627.39 ms [2021-07-09 17:29:38 main:574] : INFO : Epoch 1941 | loss: 0.0311459 | val_loss: 0.0311609 | Time: 4620.58 ms [2021-07-09 17:29:43 main:574] : INFO : Epoch 1942 | loss: 0.0311452 | val_loss: 0.0311694 | Time: 4625.72 ms [2021-07-09 17:29:47 main:574] : INFO : Epoch 1943 | loss: 0.0311495 | val_loss: 0.0311589 | Time: 4611.34 ms [2021-07-09 17:29:53 main:574] : INFO : Epoch 1944 | loss: 0.031146 | val_loss: 0.0311599 | Time: 5324.96 ms [2021-07-09 17:29:57 main:574] : INFO : Epoch 1945 | loss: 0.0311474 | val_loss: 0.0311593 | Time: 4608.89 ms [2021-07-09 17:30:02 main:574] : INFO : Epoch 1946 | loss: 0.0311484 | val_loss: 0.03117 | Time: 4639.17 ms [2021-07-09 17:30:07 main:574] : INFO : Epoch 1947 | loss: 0.0311509 | val_loss: 0.0311622 | Time: 4605.15 ms [2021-07-09 17:30:11 main:574] : INFO : Epoch 1948 | loss: 0.0311494 | val_loss: 0.0311672 | Time: 4633.38 ms [2021-07-09 17:30:16 main:574] : INFO : Epoch 1949 | loss: 0.0311489 | val_loss: 0.0311585 | Time: 4697.7 ms [2021-07-09 17:30:21 main:574] : INFO : Epoch 1950 | loss: 0.0311458 | val_loss: 0.031162 | Time: 4726.8 ms [2021-07-09 17:30:25 main:574] : INFO : Epoch 1951 | loss: 0.0311452 | val_loss: 0.0311584 | Time: 4611.03 ms [2021-07-09 17:30:30 main:574] : INFO : Epoch 1952 | loss: 0.0311442 | val_loss: 0.0311578 | Time: 4622.48 ms [2021-07-09 17:30:34 main:574] : INFO : Epoch 1953 | loss: 0.0311458 | val_loss: 0.0311587 | Time: 4623.46 ms [2021-07-09 17:30:39 main:574] : INFO : Epoch 1954 | loss: 0.0311442 | val_loss: 0.0311607 | Time: 4610.67 ms [2021-07-09 17:30:44 main:574] : INFO : Epoch 1955 | loss: 0.0311435 | val_loss: 0.0311592 | Time: 4613.89 ms [2021-07-09 17:30:48 main:574] : INFO : Epoch 1956 | loss: 0.0311441 | val_loss: 0.0311583 | Time: 4636.88 ms [2021-07-09 17:30:53 main:574] : INFO : Epoch 1957 | loss: 0.0311445 | val_loss: 0.0311633 | Time: 4945.62 ms [2021-07-09 17:30:58 main:574] : INFO : Epoch 1958 | loss: 0.0311448 | val_loss: 0.0311598 | Time: 5087.08 ms [2021-07-09 17:31:03 main:574] : INFO : Epoch 1959 | loss: 0.0311431 | val_loss: 0.0311622 | Time: 4618.79 ms [2021-07-09 17:31:08 main:574] : INFO : Epoch 1960 | loss: 0.0311436 | val_loss: 0.0311602 | Time: 4606.09 ms [2021-07-09 17:31:12 main:574] : INFO : Epoch 1961 | loss: 0.0311451 | val_loss: 0.0311595 | Time: 4622.69 ms [2021-07-09 17:31:17 main:574] : INFO : Epoch 1962 | loss: 0.0311444 | val_loss: 0.0311627 | Time: 4624.05 ms [2021-07-09 17:31:22 main:574] : INFO : Epoch 1963 | loss: 0.0311547 | val_loss: 0.0311898 | Time: 4597.23 ms [2021-07-09 17:31:26 main:574] : INFO : Epoch 1964 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 4627.41 ms [2021-07-09 17:31:31 main:574] : INFO : Epoch 1965 | loss: 0.031146 | val_loss: 0.0311664 | Time: 4620.59 ms [2021-07-09 17:31:35 main:574] : INFO : Epoch 1966 | loss: 0.0311445 | val_loss: 0.0311622 | Time: 4597.13 ms [2021-07-09 17:31:40 main:574] : INFO : Epoch 1967 | loss: 0.0311446 | val_loss: 0.0311623 | Time: 4611.73 ms [2021-07-09 17:31:45 main:574] : INFO : Epoch 1968 | loss: 0.0311488 | val_loss: 0.0311713 | Time: 4623.89 ms [2021-07-09 17:31:49 main:574] : INFO : Epoch 1969 | loss: 0.0311501 | val_loss: 0.0311626 | Time: 4610.81 ms [2021-07-09 17:31:54 main:574] : INFO : Epoch 1970 | loss: 0.0311434 | val_loss: 0.0311628 | Time: 4621.96 ms [2021-07-09 17:31:58 main:574] : INFO : Epoch 1971 | loss: 0.0311452 | val_loss: 0.0311655 | Time: 4606.39 ms [2021-07-09 17:32:03 main:574] : INFO : Epoch 1972 | loss: 0.031172 | val_loss: 0.0311816 | Time: 4629.36 ms [2021-07-09 17:32:08 main:574] : INFO : Epoch 1973 | loss: 0.031177 | val_loss: 0.0311838 | Time: 4615.9 ms [2021-07-09 17:32:12 main:574] : INFO : Epoch 1974 | loss: 0.031177 | val_loss: 0.0311779 | Time: 4596.96 ms [2021-07-09 17:32:17 main:574] : INFO : Epoch 1975 | loss: 0.0311711 | val_loss: 0.0311742 | Time: 4640.28 ms [2021-07-09 17:32:22 main:574] : INFO : Epoch 1976 | loss: 0.0311685 | val_loss: 0.0311714 | Time: 5123.78 ms [2021-07-09 17:32:28 main:574] : INFO : Epoch 1977 | loss: 0.0311676 | val_loss: 0.0311714 | Time: 5550.78 ms [2021-07-09 17:32:32 main:574] : INFO : Epoch 1978 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 4620.25 ms [2021-07-09 17:32:37 main:574] : INFO : Epoch 1979 | loss: 0.0311632 | val_loss: 0.0311703 | Time: 4598.03 ms [2021-07-09 17:32:42 main:574] : INFO : Epoch 1980 | loss: 0.0311639 | val_loss: 0.031172 | Time: 4629.64 ms [2021-07-09 17:32:46 main:574] : INFO : Epoch 1981 | loss: 0.0311625 | val_loss: 0.0311712 | Time: 4630.39 ms [2021-07-09 17:32:51 main:574] : INFO : Epoch 1982 | loss: 0.0311614 | val_loss: 0.0311706 | Time: 4596.16 ms [2021-07-09 17:32:55 main:574] : INFO : Epoch 1983 | loss: 0.0311609 | val_loss: 0.0311707 | Time: 4629.08 ms [2021-07-09 17:33:00 main:574] : INFO : Epoch 1984 | loss: 0.031159 | val_loss: 0.0311702 | Time: 4623.31 ms [2021-07-09 17:33:05 main:574] : INFO : Epoch 1985 | loss: 0.0311592 | val_loss: 0.031173 | Time: 4621.84 ms [2021-07-09 17:33:09 main:574] : INFO : Epoch 1986 | loss: 0.0311589 | val_loss: 0.0311698 | Time: 4631.82 ms [2021-07-09 17:33:14 main:574] : INFO : Epoch 1987 | loss: 0.0311594 | val_loss: 0.0311789 | Time: 4626.08 ms [2021-07-09 17:33:19 main:574] : INFO : Epoch 1988 | loss: 0.0311602 | val_loss: 0.0311677 | Time: 4614.35 ms [2021-07-09 17:33:23 main:574] : INFO : Epoch 1989 | loss: 0.0311571 | val_loss: 0.0311699 | Time: 4621.86 ms [2021-07-09 17:33:28 main:574] : INFO : Epoch 1990 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 4626.73 ms [2021-07-09 17:33:33 main:574] : INFO : Epoch 1991 | loss: 0.0311561 | val_loss: 0.0311682 | Time: 4633.19 ms [2021-07-09 17:33:37 main:574] : INFO : Epoch 1992 | loss: 0.0311565 | val_loss: 0.0311674 | Time: 4613.18 ms [2021-07-09 17:33:42 main:574] : INFO : Epoch 1993 | loss: 0.0311567 | val_loss: 0.0311699 | Time: 4534.65 ms [2021-07-09 17:33:46 main:574] : INFO : Epoch 1994 | loss: 0.031157 | val_loss: 0.0311674 | Time: 4559.79 ms [2021-07-09 17:33:51 main:574] : INFO : Epoch 1995 | loss: 0.0311542 | val_loss: 0.0311675 | Time: 4519.98 ms [2021-07-09 17:33:55 main:574] : INFO : Epoch 1996 | loss: 0.0311552 | val_loss: 0.0311727 | Time: 4525.53 ms [2021-07-09 17:34:00 main:574] : INFO : Epoch 1997 | loss: 0.0311553 | val_loss: 0.0311693 | Time: 4535.66 ms [2021-07-09 17:34:04 main:574] : INFO : Epoch 1998 | loss: 0.0311559 | val_loss: 0.0311666 | Time: 4523.09 ms [2021-07-09 17:34:09 main:574] : INFO : Epoch 1999 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 4522.21 ms [2021-07-09 17:34:13 main:574] : INFO : Epoch 2000 | loss: 0.0311531 | val_loss: 0.0311754 | Time: 4545.78 ms [2021-07-09 17:34:18 main:574] : INFO : Epoch 2001 | loss: 0.0311557 | val_loss: 0.0311719 | Time: 4577.65 ms [2021-07-09 17:34:23 main:574] : INFO : Epoch 2002 | loss: 0.0311554 | val_loss: 0.0311686 | Time: 4566.55 ms [2021-07-09 17:34:27 main:574] : INFO : Epoch 2003 | loss: 0.0311533 | val_loss: 0.0311678 | Time: 4539.1 ms [2021-07-09 17:34:32 main:574] : INFO : Epoch 2004 | loss: 0.0311531 | val_loss: 0.0311728 | Time: 4611.7 ms [2021-07-09 17:34:36 main:574] : INFO : Epoch 2005 | loss: 0.0311556 | val_loss: 0.031175 | Time: 4564.75 ms [2021-07-09 17:34:41 main:574] : INFO : Epoch 2006 | loss: 0.0311556 | val_loss: 0.0311763 | Time: 4544.33 ms [2021-07-09 17:34:46 main:574] : INFO : Epoch 2007 | loss: 0.0311558 | val_loss: 0.0311706 | Time: 4609.61 ms [2021-07-09 17:34:50 main:574] : INFO : Epoch 2008 | loss: 0.0311533 | val_loss: 0.0311679 | Time: 4638.42 ms [2021-07-09 17:34:55 main:574] : INFO : Epoch 2009 | loss: 0.031153 | val_loss: 0.0311678 | Time: 4639.37 ms [2021-07-09 17:34:59 main:574] : INFO : Epoch 2010 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 4632.12 ms [2021-07-09 17:35:04 main:574] : INFO : Epoch 2011 | loss: 0.031153 | val_loss: 0.0311667 | Time: 4630.36 ms [2021-07-09 17:35:09 main:574] : INFO : Epoch 2012 | loss: 0.0311541 | val_loss: 0.0311701 | Time: 4622.51 ms [2021-07-09 17:35:13 main:574] : INFO : Epoch 2013 | loss: 0.031153 | val_loss: 0.0311673 | Time: 4560.79 ms [2021-07-09 17:35:18 main:574] : INFO : Epoch 2014 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 4552.27 ms [2021-07-09 17:35:22 main:574] : INFO : Epoch 2015 | loss: 0.0311554 | val_loss: 0.0311739 | Time: 4538.91 ms [2021-07-09 17:35:27 main:574] : INFO : Epoch 2016 | loss: 0.0311528 | val_loss: 0.0311663 | Time: 4665.45 ms [2021-07-09 17:35:32 main:574] : INFO : Epoch 2017 | loss: 0.0311488 | val_loss: 0.0311672 | Time: 4610.96 ms [2021-07-09 17:35:36 main:574] : INFO : Epoch 2018 | loss: 0.0311508 | val_loss: 0.0311742 | Time: 4529.47 ms [2021-07-09 17:35:41 main:574] : INFO : Epoch 2019 | loss: 0.0311521 | val_loss: 0.0311723 | Time: 4564.77 ms [2021-07-09 17:35:45 main:574] : INFO : Epoch 2020 | loss: 0.0311536 | val_loss: 0.0311687 | Time: 4546.27 ms [2021-07-09 17:35:50 main:574] : INFO : Epoch 2021 | loss: 0.0311506 | val_loss: 0.0311695 | Time: 4525.63 ms [2021-07-09 17:35:55 main:574] : INFO : Epoch 2022 | loss: 0.0311508 | val_loss: 0.0311697 | Time: 4635.94 ms [2021-07-09 17:35:59 main:574] : INFO : Epoch 2023 | loss: 0.0311533 | val_loss: 0.0311718 | Time: 4540.13 ms [2021-07-09 17:36:04 main:574] : INFO : Epoch 2024 | loss: 0.0311529 | val_loss: 0.0311742 | Time: 4548.28 ms [2021-07-09 17:36:08 main:574] : INFO : Epoch 2025 | loss: 0.0311496 | val_loss: 0.0311723 | Time: 4534.49 ms [2021-07-09 17:36:13 main:574] : INFO : Epoch 2026 | loss: 0.0311512 | val_loss: 0.0311746 | Time: 4596.2 ms [2021-07-09 17:36:18 main:574] : INFO : Epoch 2027 | loss: 0.0311502 | val_loss: 0.0311695 | Time: 4615.82 ms [2021-07-09 17:36:22 main:574] : INFO : Epoch 2028 | loss: 0.031148 | val_loss: 0.0311698 | Time: 4592.05 ms [2021-07-09 17:36:27 main:574] : INFO : Epoch 2029 | loss: 0.0311492 | val_loss: 0.0311668 | Time: 4579.83 ms [2021-07-09 17:36:31 main:574] : INFO : Epoch 2030 | loss: 0.0311501 | val_loss: 0.0311682 | Time: 4573.64 ms [2021-07-09 17:36:36 main:574] : INFO : Epoch 2031 | loss: 0.0311492 | val_loss: 0.0311697 | Time: 4556.41 ms [2021-07-09 17:36:41 main:574] : INFO : Epoch 2032 | loss: 0.0311499 | val_loss: 0.0311715 | Time: 4542.52 ms [2021-07-09 17:36:45 main:574] : INFO : Epoch 2033 | loss: 0.0311511 | val_loss: 0.0311683 | Time: 4540.25 ms [2021-07-09 17:36:50 main:574] : INFO : Epoch 2034 | loss: 0.0311497 | val_loss: 0.031166 | Time: 4539.94 ms [2021-07-09 17:36:54 main:574] : INFO : Epoch 2035 | loss: 0.031148 | val_loss: 0.031166 | Time: 4546.8 ms [2021-07-09 17:36:59 main:574] : INFO : Epoch 2036 | loss: 0.0311484 | val_loss: 0.0311694 | Time: 4572.02 ms [2021-07-09 17:37:03 main:574] : INFO : Epoch 2037 | loss: 0.0311478 | val_loss: 0.0311666 | Time: 4516.48 ms [2021-07-09 17:37:08 main:574] : INFO : Epoch 2038 | loss: 0.0311488 | val_loss: 0.0311666 | Time: 4515.65 ms [2021-07-09 17:37:12 main:574] : INFO : Epoch 2039 | loss: 0.0311531 | val_loss: 0.0311796 | Time: 4519.03 ms [2021-07-09 17:37:17 main:574] : INFO : Epoch 2040 | loss: 0.0311522 | val_loss: 0.0311742 | Time: 4515.94 ms [2021-07-09 17:37:21 main:574] : INFO : Epoch 2041 | loss: 0.0311473 | val_loss: 0.0311696 | Time: 4517.95 ms [2021-07-09 17:37:26 main:574] : INFO : Epoch 2042 | loss: 0.0311458 | val_loss: 0.0311712 | Time: 4515.2 ms [2021-07-09 17:37:30 main:574] : INFO : Epoch 2043 | loss: 0.0311464 | val_loss: 0.0311685 | Time: 4517.52 ms [2021-07-09 17:37:35 main:574] : INFO : Epoch 2044 | loss: 0.0311462 | val_loss: 0.0311706 | Time: 4508.72 ms [2021-07-09 17:37:40 main:574] : INFO : Epoch 2045 | loss: 0.0311515 | val_loss: 0.0311843 | Time: 4515.8 ms [2021-07-09 17:37:44 main:574] : INFO : Epoch 2046 | loss: 0.031151 | val_loss: 0.031168 | Time: 4513.76 ms [2021-07-09 17:37:49 main:574] : INFO : Epoch 2047 | loss: 0.0311474 | val_loss: 0.0311703 | Time: 4513.17 ms [2021-07-09 17:37:53 main:574] : INFO : Epoch 2048 | loss: 0.0311455 | val_loss: 0.0311694 | Time: 4519.9 ms [2021-07-09 17:37:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311694 [2021-07-09 17:37:53 main:603] : INFO : Saving end state to config to file [2021-07-09 17:37:53 main:608] : INFO : Success, exiting.. 17:37:53 (11524): 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)