Task 3369993
| Name | ParityModified-1608176343-15636-1_2 |
| Workunit | 1623562 |
| Created | 21 Dec 2020, 21:58:52 UTC |
| Sent | 21 Dec 2020, 22:50:16 UTC |
| Report deadline | 28 Dec 2020, 22:50:16 UTC |
| Received | 22 Dec 2020, 19:50:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3873 |
| Run time | 2 hours 30 min 53 sec |
| CPU time | 2 hours 25 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,336.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.68 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: 0.031117 | val_loss: 0.0311677 | Time: 4441.82 ms [2020-12-22 19:45:09 main:574] : INFO : Epoch 1543 | loss: 0.0311175 | val_loss: 0.0311675 | Time: 4442.97 ms [2020-12-22 19:45:14 main:574] : INFO : Epoch 1544 | loss: 0.0311159 | val_loss: 0.0311625 | Time: 4495.9 ms [2020-12-22 19:45:18 main:574] : INFO : Epoch 1545 | loss: 0.0311124 | val_loss: 0.0311652 | Time: 4416.32 ms [2020-12-22 19:45:22 main:574] : INFO : Epoch 1546 | loss: 0.0311104 | val_loss: 0.0311658 | Time: 4455.21 ms [2020-12-22 19:45:27 main:574] : INFO : Epoch 1547 | loss: 0.0311103 | val_loss: 0.0311678 | Time: 4468.04 ms [2020-12-22 19:45:31 main:574] : INFO : Epoch 1548 | loss: 0.0311133 | val_loss: 0.031166 | Time: 4471.35 ms [2020-12-22 19:45:36 main:574] : INFO : Epoch 1549 | loss: 0.0311132 | val_loss: 0.0311668 | Time: 4463.86 ms [2020-12-22 19:45:40 main:574] : INFO : Epoch 1550 | loss: 0.031111 | val_loss: 0.0311791 | Time: 4494.61 ms [2020-12-22 19:45:45 main:574] : INFO : Epoch 1551 | loss: 0.0311139 | val_loss: 0.0311648 | Time: 4420.95 ms [2020-12-22 19:45:49 main:574] : INFO : Epoch 1552 | loss: 0.0311142 | val_loss: 0.031167 | Time: 4477.24 ms [2020-12-22 19:45:54 main:574] : INFO : Epoch 1553 | loss: 0.0311205 | val_loss: 0.0311679 | Time: 4453.81 ms [2020-12-22 19:45:58 main:574] : INFO : Epoch 1554 | loss: 0.0311203 | val_loss: 0.0311661 | Time: 4413.11 ms [2020-12-22 19:46:03 main:574] : INFO : Epoch 1555 | loss: 0.0311234 | val_loss: 0.031165 | Time: 4487.49 ms [2020-12-22 19:46:07 main:574] : INFO : Epoch 1556 | loss: 0.0311161 | val_loss: 0.0311651 | Time: 4439.72 ms [2020-12-22 19:46:12 main:574] : INFO : Epoch 1557 | loss: 0.031112 | val_loss: 0.0311704 | Time: 4448.24 ms [2020-12-22 19:46:16 main:574] : INFO : Epoch 1558 | loss: 0.0311138 | val_loss: 0.0311694 | Time: 4386.03 ms [2020-12-22 19:46:21 main:574] : INFO : Epoch 1559 | loss: 0.0311118 | val_loss: 0.0311661 | Time: 4468.74 ms [2020-12-22 19:46:25 main:574] : INFO : Epoch 1560 | loss: 0.0311122 | val_loss: 0.0311644 | Time: 4320.67 ms [2020-12-22 19:46:29 main:574] : INFO : Epoch 1561 | loss: 0.0311106 | val_loss: 0.03117 | Time: 4493.55 ms [2020-12-22 19:46:34 main:574] : INFO : Epoch 1562 | loss: 0.031108 | val_loss: 0.0311654 | Time: 4444.34 ms [2020-12-22 19:46:38 main:574] : INFO : Epoch 1563 | loss: 0.0311095 | val_loss: 0.0311718 | Time: 4490.37 ms [2020-12-22 19:46:43 main:574] : INFO : Epoch 1564 | loss: 0.0311097 | val_loss: 0.0311735 | Time: 4436.24 ms [2020-12-22 19:46:47 main:574] : INFO : Epoch 1565 | loss: 0.0311185 | val_loss: 0.0311636 | Time: 4432.3 ms [2020-12-22 19:46:52 main:574] : INFO : Epoch 1566 | loss: 0.0311242 | val_loss: 0.0311689 | Time: 4456.96 ms [2020-12-22 19:46:56 main:574] : INFO : Epoch 1567 | loss: 0.031123 | val_loss: 0.0311646 | Time: 4488.8 ms [2020-12-22 19:47:01 main:574] : INFO : Epoch 1568 | loss: 0.0311188 | val_loss: 0.031164 | Time: 4467.7 ms [2020-12-22 19:47:05 main:574] : INFO : Epoch 1569 | loss: 0.0311192 | val_loss: 0.0311647 | Time: 4425.86 ms [2020-12-22 19:47:10 main:574] : INFO : Epoch 1570 | loss: 0.0311214 | val_loss: 0.031169 | Time: 4445.8 ms [2020-12-22 19:47:14 main:574] : INFO : Epoch 1571 | loss: 0.0311242 | val_loss: 0.0311643 | Time: 4484.67 ms [2020-12-22 19:47:19 main:574] : INFO : Epoch 1572 | loss: 0.031126 | val_loss: 0.0311593 | Time: 4483.99 ms [2020-12-22 19:47:23 main:574] : INFO : Epoch 1573 | loss: 0.0311205 | val_loss: 0.0311613 | Time: 4480.9 ms [2020-12-22 19:47:28 main:574] : INFO : Epoch 1574 | loss: 0.0311168 | val_loss: 0.0311654 | Time: 4452.17 ms [2020-12-22 19:47:32 main:574] : INFO : Epoch 1575 | loss: 0.0311169 | val_loss: 0.0311659 | Time: 4520.16 ms [2020-12-22 19:47:37 main:574] : INFO : Epoch 1576 | loss: 0.0311167 | val_loss: 0.0311648 | Time: 4442.1 ms [2020-12-22 19:47:41 main:574] : INFO : Epoch 1577 | loss: 0.0311172 | val_loss: 0.0311613 | Time: 4451.79 ms [2020-12-22 19:47:45 main:574] : INFO : Epoch 1578 | loss: 0.031117 | val_loss: 0.0311677 | Time: 4432.07 ms [2020-12-22 19:47:50 main:574] : INFO : Epoch 1579 | loss: 0.0311125 | val_loss: 0.0311675 | Time: 4469.16 ms [2020-12-22 19:47:54 main:574] : INFO : Epoch 1580 | loss: 0.031113 | val_loss: 0.0311688 | Time: 4495.19 ms [2020-12-22 19:47:59 main:574] : INFO : Epoch 1581 | loss: 0.0311163 | val_loss: 0.0311757 | Time: 4476.47 ms [2020-12-22 19:48:03 main:574] : INFO : Epoch 1582 | loss: 0.0311143 | val_loss: 0.0311734 | Time: 4421.4 ms [2020-12-22 19:48:08 main:574] : INFO : Epoch 1583 | loss: 0.0311119 | val_loss: 0.0311705 | Time: 4491.05 ms [2020-12-22 19:48:12 main:574] : INFO : Epoch 1584 | loss: 0.0311105 | val_loss: 0.0311693 | Time: 4459.77 ms [2020-12-22 19:48:17 main:574] : INFO : Epoch 1585 | loss: 0.0311088 | val_loss: 0.0311665 | Time: 4432.53 ms [2020-12-22 19:48:21 main:574] : INFO : Epoch 1586 | loss: 0.0311107 | val_loss: 0.0311692 | Time: 4322.89 ms [2020-12-22 19:48:26 main:574] : INFO : Epoch 1587 | loss: 0.0311109 | val_loss: 0.0311695 | Time: 4416.73 ms [2020-12-22 19:48:30 main:574] : INFO : Epoch 1588 | loss: 0.0311084 | val_loss: 0.0311736 | Time: 4411.35 ms [2020-12-22 19:48:35 main:574] : INFO : Epoch 1589 | loss: 0.0311106 | val_loss: 0.0311763 | Time: 4555.42 ms [2020-12-22 19:48:39 main:574] : INFO : Epoch 1590 | loss: 0.0311112 | val_loss: 0.0311766 | Time: 4411.74 ms [2020-12-22 19:48:43 main:574] : INFO : Epoch 1591 | loss: 0.0311129 | val_loss: 0.0311689 | Time: 4435.6 ms [2020-12-22 19:48:48 main:574] : INFO : Epoch 1592 | loss: 0.0311126 | val_loss: 0.0311746 | Time: 4426.07 ms [2020-12-22 19:48:52 main:574] : INFO : Epoch 1593 | loss: 0.0311095 | val_loss: 0.0311686 | Time: 4408.65 ms [2020-12-22 19:48:57 main:574] : INFO : Epoch 1594 | loss: 0.0311078 | val_loss: 0.0311665 | Time: 4400.76 ms [2020-12-22 19:49:01 main:574] : INFO : Epoch 1595 | loss: 0.0311072 | val_loss: 0.0311709 | Time: 4457.7 ms [2020-12-22 19:49:06 main:574] : INFO : Epoch 1596 | loss: 0.0311084 | val_loss: 0.0311708 | Time: 4437.23 ms [2020-12-22 19:49:10 main:574] : INFO : Epoch 1597 | loss: 0.0311089 | val_loss: 0.0311768 | Time: 4521.73 ms [2020-12-22 19:49:15 main:574] : INFO : Epoch 1598 | loss: 0.0311106 | val_loss: 0.0311687 | Time: 4400.55 ms [2020-12-22 19:49:19 main:574] : INFO : Epoch 1599 | loss: 0.0311248 | val_loss: 0.0311682 | Time: 4430.2 ms [2020-12-22 19:49:24 main:574] : INFO : Epoch 1600 | loss: 0.0311211 | val_loss: 0.0311712 | Time: 4412.23 ms [2020-12-22 19:49:28 main:574] : INFO : Epoch 1601 | loss: 0.0311166 | val_loss: 0.0311687 | Time: 4483.61 ms [2020-12-22 19:49:33 main:574] : INFO : Epoch 1602 | loss: 0.0311208 | val_loss: 0.0311761 | Time: 4477.13 ms [2020-12-22 19:49:37 main:574] : INFO : Epoch 1603 | loss: 0.0311367 | val_loss: 0.0311669 | Time: 4421.6 ms [2020-12-22 19:49:42 main:574] : INFO : Epoch 1604 | loss: 0.0311339 | val_loss: 0.0311656 | Time: 4403.98 ms [2020-12-22 19:49:46 main:574] : INFO : Epoch 1605 | loss: 0.0311352 | val_loss: 0.0311726 | Time: 4481.29 ms [2020-12-22 19:49:51 main:574] : INFO : Epoch 1606 | loss: 0.0311362 | val_loss: 0.0311676 | Time: 4429.45 ms [2020-12-22 19:49:55 main:574] : INFO : Epoch 1607 | loss: 0.0311323 | val_loss: 0.031168 | Time: 4485.18 ms [2020-12-22 19:49:59 main:574] : INFO : Epoch 1608 | loss: 0.0311462 | val_loss: 0.0311621 | Time: 4411.27 ms [2020-12-22 19:50:04 main:574] : INFO : Epoch 1609 | loss: 0.0311459 | val_loss: 0.0311684 | Time: 4459.59 ms [2020-12-22 19:50:08 main:574] : INFO : Epoch 1610 | loss: 0.0311417 | val_loss: 0.0311649 | Time: 4518.27 ms [2020-12-22 19:50:13 main:574] : INFO : Epoch 1611 | loss: 0.031136 | val_loss: 0.0311634 | Time: 4368.23 ms [2020-12-22 19:50:17 main:574] : INFO : Epoch 1612 | loss: 0.0311332 | val_loss: 0.031165 | Time: 4416.06 ms [2020-12-22 19:50:22 main:574] : INFO : Epoch 1613 | loss: 0.0311333 | val_loss: 0.0311661 | Time: 4462.97 ms [2020-12-22 19:50:26 main:574] : INFO : Epoch 1614 | loss: 0.0311288 | val_loss: 0.0311712 | Time: 4450.34 ms [2020-12-22 19:50:31 main:574] : INFO : Epoch 1615 | loss: 0.031128 | val_loss: 0.0311673 | Time: 4418.91 ms [2020-12-22 19:50:35 main:574] : INFO : Epoch 1616 | loss: 0.0311258 | val_loss: 0.0311684 | Time: 4410.63 ms [2020-12-22 19:50:39 main:574] : INFO : Epoch 1617 | loss: 0.0311269 | val_loss: 0.0311726 | Time: 4447.28 ms [2020-12-22 19:50:44 main:574] : INFO : Epoch 1618 | loss: 0.0311319 | val_loss: 0.0311679 | Time: 4502.44 ms [2020-12-22 19:50:48 main:574] : INFO : Epoch 1619 | loss: 0.0311296 | val_loss: 0.0311701 | Time: 4467.68 ms [2020-12-22 19:50:53 main:574] : INFO : Epoch 1620 | loss: 0.0311252 | val_loss: 0.0311661 | Time: 4447.78 ms [2020-12-22 19:50:57 main:574] : INFO : Epoch 1621 | loss: 0.0311254 | val_loss: 0.031168 | Time: 4442.64 ms [2020-12-22 19:51:02 main:574] : INFO : Epoch 1622 | loss: 0.0311254 | val_loss: 0.0311685 | Time: 4474.15 ms [2020-12-22 19:51:06 main:574] : INFO : Epoch 1623 | loss: 0.0311226 | val_loss: 0.0311674 | Time: 4472.14 ms [2020-12-22 19:51:11 main:574] : INFO : Epoch 1624 | loss: 0.031122 | val_loss: 0.0311656 | Time: 4467.88 ms [2020-12-22 19:51:15 main:574] : INFO : Epoch 1625 | loss: 0.0311217 | val_loss: 0.0311687 | Time: 4418.83 ms [2020-12-22 19:51:20 main:574] : INFO : Epoch 1626 | loss: 0.0311218 | val_loss: 0.0311684 | Time: 4450.56 ms [2020-12-22 19:51:24 main:574] : INFO : Epoch 1627 | loss: 0.0311197 | val_loss: 0.0311742 | Time: 4501.55 ms [2020-12-22 19:51:29 main:574] : INFO : Epoch 1628 | loss: 0.0311199 | val_loss: 0.0311668 | Time: 4470.87 ms [2020-12-22 19:51:33 main:574] : INFO : Epoch 1629 | loss: 0.0311179 | val_loss: 0.0311737 | Time: 4451.83 ms [2020-12-22 19:51:38 main:574] : INFO : Epoch 1630 | loss: 0.0311197 | val_loss: 0.0311736 | Time: 4429.42 ms [2020-12-22 19:51:42 main:574] : INFO : Epoch 1631 | loss: 0.0311273 | val_loss: 0.0311747 | Time: 4434.97 ms [2020-12-22 19:51:47 main:574] : INFO : Epoch 1632 | loss: 0.0311347 | val_loss: 0.0311677 | Time: 4497.99 ms [2020-12-22 19:51:51 main:574] : INFO : Epoch 1633 | loss: 0.0311286 | val_loss: 0.0311726 | Time: 4376.15 ms [2020-12-22 19:51:56 main:574] : INFO : Epoch 1634 | loss: 0.0311318 | val_loss: 0.031169 | Time: 4464.83 ms [2020-12-22 19:52:00 main:574] : INFO : Epoch 1635 | loss: 0.0311287 | val_loss: 0.0311624 | Time: 4466.66 ms [2020-12-22 19:52:04 main:574] : INFO : Epoch 1636 | loss: 0.0311276 | val_loss: 0.0311703 | Time: 4447.2 ms [2020-12-22 19:52:09 main:574] : INFO : Epoch 1637 | loss: 0.0311257 | val_loss: 0.0311592 | Time: 4468.92 ms [2020-12-22 19:52:13 main:574] : INFO : Epoch 1638 | loss: 0.0311239 | val_loss: 0.031162 | Time: 4463.41 ms [2020-12-22 19:52:18 main:574] : INFO : Epoch 1639 | loss: 0.031125 | val_loss: 0.0311618 | Time: 4448.82 ms [2020-12-22 19:52:22 main:574] : INFO : Epoch 1640 | loss: 0.0311223 | val_loss: 0.031161 | Time: 4449.04 ms [2020-12-22 19:52:27 main:574] : INFO : Epoch 1641 | loss: 0.0311259 | val_loss: 0.0311646 | Time: 4480.78 ms [2020-12-22 19:52:31 main:574] : INFO : Epoch 1642 | loss: 0.0311219 | val_loss: 0.0311646 | Time: 4451.11 ms [2020-12-22 19:52:36 main:574] : INFO : Epoch 1643 | loss: 0.0311213 | val_loss: 0.0311621 | Time: 4435.3 ms [2020-12-22 19:52:40 main:574] : INFO : Epoch 1644 | loss: 0.0311222 | val_loss: 0.0311611 | Time: 4457.74 ms [2020-12-22 19:52:45 main:574] : INFO : Epoch 1645 | loss: 0.0311192 | val_loss: 0.0311674 | Time: 4409.72 ms [2020-12-22 19:52:49 main:574] : INFO : Epoch 1646 | loss: 0.0311177 | val_loss: 0.031171 | Time: 4424.12 ms [2020-12-22 19:52:54 main:574] : INFO : Epoch 1647 | loss: 0.031117 | val_loss: 0.0311636 | Time: 4417.1 ms [2020-12-22 19:52:58 main:574] : INFO : Epoch 1648 | loss: 0.031117 | val_loss: 0.0311658 | Time: 4410.74 ms [2020-12-22 19:53:02 main:574] : INFO : Epoch 1649 | loss: 0.0311176 | val_loss: 0.0311686 | Time: 4433.26 ms [2020-12-22 19:53:07 main:574] : INFO : Epoch 1650 | loss: 0.0311168 | val_loss: 0.0311666 | Time: 4415.3 ms [2020-12-22 19:53:11 main:574] : INFO : Epoch 1651 | loss: 0.0311164 | val_loss: 0.031168 | Time: 4400.84 ms [2020-12-22 19:53:16 main:574] : INFO : Epoch 1652 | loss: 0.0311267 | val_loss: 0.0311664 | Time: 4510.58 ms [2020-12-22 19:53:20 main:574] : INFO : Epoch 1653 | loss: 0.0311249 | val_loss: 0.031165 | Time: 4454.27 ms [2020-12-22 19:53:25 main:574] : INFO : Epoch 1654 | loss: 0.0311207 | val_loss: 0.0311662 | Time: 4393.2 ms [2020-12-22 19:53:29 main:574] : INFO : Epoch 1655 | loss: 0.0311221 | val_loss: 0.0311646 | Time: 4483.43 ms [2020-12-22 19:53:34 main:574] : INFO : Epoch 1656 | loss: 0.0311238 | val_loss: 0.0311672 | Time: 4438.9 ms [2020-12-22 19:53:38 main:574] : INFO : Epoch 1657 | loss: 0.031127 | val_loss: 0.0311681 | Time: 4469.71 ms [2020-12-22 19:53:43 main:574] : INFO : Epoch 1658 | loss: 0.0311282 | val_loss: 0.031162 | Time: 4425.76 ms [2020-12-22 19:53:47 main:574] : INFO : Epoch 1659 | loss: 0.0311291 | val_loss: 0.0311638 | Time: 4414.62 ms [2020-12-22 19:53:51 main:574] : INFO : Epoch 1660 | loss: 0.0311289 | val_loss: 0.0311637 | Time: 4474.33 ms [2020-12-22 19:53:56 main:574] : INFO : Epoch 1661 | loss: 0.0311273 | val_loss: 0.0311587 | Time: 4489.84 ms [2020-12-22 19:54:00 main:574] : INFO : Epoch 1662 | loss: 0.0311248 | val_loss: 0.031161 | Time: 4384.31 ms [2020-12-22 19:54:05 main:574] : INFO : Epoch 1663 | loss: 0.031125 | val_loss: 0.0311629 | Time: 4446.16 ms [2020-12-22 19:54:09 main:574] : INFO : Epoch 1664 | loss: 0.0311212 | val_loss: 0.0311644 | Time: 4438.49 ms [2020-12-22 19:54:14 main:574] : INFO : Epoch 1665 | loss: 0.0311185 | val_loss: 0.0311622 | Time: 4460.86 ms [2020-12-22 19:54:18 main:574] : INFO : Epoch 1666 | loss: 0.0311168 | val_loss: 0.0311659 | Time: 4285.37 ms [2020-12-22 19:54:22 main:574] : INFO : Epoch 1667 | loss: 0.0311161 | val_loss: 0.0311679 | Time: 4188.68 ms [2020-12-22 19:54:27 main:574] : INFO : Epoch 1668 | loss: 0.0311195 | val_loss: 0.031174 | Time: 4354.81 ms [2020-12-22 19:54:31 main:574] : INFO : Epoch 1669 | loss: 0.0311197 | val_loss: 0.0311679 | Time: 4461.9 ms [2020-12-22 19:54:36 main:574] : INFO : Epoch 1670 | loss: 0.0311195 | val_loss: 0.031163 | Time: 4465.16 ms [2020-12-22 19:54:40 main:574] : INFO : Epoch 1671 | loss: 0.0311163 | val_loss: 0.031165 | Time: 4445.58 ms [2020-12-22 19:54:45 main:574] : INFO : Epoch 1672 | loss: 0.0311161 | val_loss: 0.0311709 | Time: 4406.64 ms [2020-12-22 19:54:49 main:574] : INFO : Epoch 1673 | loss: 0.0311148 | val_loss: 0.0311694 | Time: 4457.06 ms [2020-12-22 19:54:53 main:574] : INFO : Epoch 1674 | loss: 0.0311122 | val_loss: 0.0311696 | Time: 4472.92 ms [2020-12-22 19:54:58 main:574] : INFO : Epoch 1675 | loss: 0.0311218 | val_loss: 0.0311664 | Time: 4438.93 ms [2020-12-22 19:55:02 main:574] : INFO : Epoch 1676 | loss: 0.0311197 | val_loss: 0.0311669 | Time: 4435.88 ms [2020-12-22 19:55:07 main:574] : INFO : Epoch 1677 | loss: 0.0311159 | val_loss: 0.0311699 | Time: 4424.23 ms [2020-12-22 19:55:11 main:574] : INFO : Epoch 1678 | loss: 0.0311131 | val_loss: 0.0311684 | Time: 4463.7 ms [2020-12-22 19:55:16 main:574] : INFO : Epoch 1679 | loss: 0.0311165 | val_loss: 0.0311636 | Time: 4414.98 ms [2020-12-22 19:55:20 main:574] : INFO : Epoch 1680 | loss: 0.0311177 | val_loss: 0.0311652 | Time: 4447.78 ms [2020-12-22 19:55:25 main:574] : INFO : Epoch 1681 | loss: 0.0311204 | val_loss: 0.031161 | Time: 4467.55 ms [2020-12-22 19:55:29 main:574] : INFO : Epoch 1682 | loss: 0.0311188 | val_loss: 0.0311689 | Time: 4431.4 ms [2020-12-22 19:55:34 main:574] : INFO : Epoch 1683 | loss: 0.0311282 | val_loss: 0.031177 | Time: 4434.63 ms [2020-12-22 19:55:38 main:574] : INFO : Epoch 1684 | loss: 0.0311477 | val_loss: 0.0311716 | Time: 4450.68 ms [2020-12-22 19:55:43 main:574] : INFO : Epoch 1685 | loss: 0.031135 | val_loss: 0.0311703 | Time: 4437.02 ms [2020-12-22 19:55:47 main:574] : INFO : Epoch 1686 | loss: 0.0311272 | val_loss: 0.0311671 | Time: 4449.23 ms [2020-12-22 19:55:51 main:574] : INFO : Epoch 1687 | loss: 0.0311236 | val_loss: 0.0311674 | Time: 4434.39 ms [2020-12-22 19:55:56 main:574] : INFO : Epoch 1688 | loss: 0.0311203 | val_loss: 0.0311711 | Time: 4482.21 ms [2020-12-22 19:56:00 main:574] : INFO : Epoch 1689 | loss: 0.031118 | val_loss: 0.0311664 | Time: 4426.69 ms [2020-12-22 19:56:05 main:574] : INFO : Epoch 1690 | loss: 0.0311196 | val_loss: 0.0311714 | Time: 4444.34 ms [2020-12-22 19:56:09 main:574] : INFO : Epoch 1691 | loss: 0.0311211 | val_loss: 0.0311619 | Time: 4428.45 ms [2020-12-22 19:56:14 main:574] : INFO : Epoch 1692 | loss: 0.0311185 | val_loss: 0.031169 | Time: 4374.53 ms [2020-12-22 19:56:18 main:574] : INFO : Epoch 1693 | loss: 0.0311159 | val_loss: 0.0311671 | Time: 4450.27 ms [2020-12-22 19:56:23 main:574] : INFO : Epoch 1694 | loss: 0.0311127 | val_loss: 0.0311648 | Time: 4417.77 ms [2020-12-22 19:56:27 main:574] : INFO : Epoch 1695 | loss: 0.0311129 | val_loss: 0.0311668 | Time: 4415.12 ms [2020-12-22 19:56:31 main:574] : INFO : Epoch 1696 | loss: 0.0311113 | val_loss: 0.0311635 | Time: 4422.3 ms [2020-12-22 19:56:36 main:574] : INFO : Epoch 1697 | loss: 0.0311103 | val_loss: 0.0311702 | Time: 4452.62 ms [2020-12-22 19:56:40 main:574] : INFO : Epoch 1698 | loss: 0.0311117 | val_loss: 0.0311645 | Time: 4430.77 ms [2020-12-22 19:56:45 main:574] : INFO : Epoch 1699 | loss: 0.0311108 | val_loss: 0.0311672 | Time: 4385.02 ms [2020-12-22 19:56:49 main:574] : INFO : Epoch 1700 | loss: 0.031118 | val_loss: 0.0311673 | Time: 4442.64 ms [2020-12-22 19:56:54 main:574] : INFO : Epoch 1701 | loss: 0.0311231 | val_loss: 0.0311646 | Time: 4409 ms [2020-12-22 19:56:58 main:574] : INFO : Epoch 1702 | loss: 0.0311205 | val_loss: 0.0311608 | Time: 4450.87 ms [2020-12-22 19:57:03 main:574] : INFO : Epoch 1703 | loss: 0.0311177 | val_loss: 0.0311596 | Time: 4443.95 ms [2020-12-22 19:57:07 main:574] : INFO : Epoch 1704 | loss: 0.0311151 | val_loss: 0.0311632 | Time: 4480.04 ms [2020-12-22 19:57:11 main:574] : INFO : Epoch 1705 | loss: 0.0311128 | val_loss: 0.0311621 | Time: 4414.17 ms [2020-12-22 19:57:16 main:574] : INFO : Epoch 1706 | loss: 0.0311123 | val_loss: 0.0311645 | Time: 4458.22 ms [2020-12-22 19:57:20 main:574] : INFO : Epoch 1707 | loss: 0.0311131 | val_loss: 0.0311669 | Time: 4459.34 ms [2020-12-22 19:57:25 main:574] : INFO : Epoch 1708 | loss: 0.0311118 | val_loss: 0.0311652 | Time: 4435.69 ms [2020-12-22 19:57:29 main:574] : INFO : Epoch 1709 | loss: 0.0311114 | val_loss: 0.0311674 | Time: 4393.17 ms [2020-12-22 19:57:34 main:574] : INFO : Epoch 1710 | loss: 0.0311142 | val_loss: 0.0311673 | Time: 4439.63 ms [2020-12-22 19:57:38 main:574] : INFO : Epoch 1711 | loss: 0.0311139 | val_loss: 0.0311675 | Time: 4418.89 ms [2020-12-22 19:57:43 main:574] : INFO : Epoch 1712 | loss: 0.0311115 | val_loss: 0.0311666 | Time: 4467.41 ms [2020-12-22 19:57:47 main:574] : INFO : Epoch 1713 | loss: 0.0311122 | val_loss: 0.0311719 | Time: 4424.51 ms [2020-12-22 19:57:52 main:574] : INFO : Epoch 1714 | loss: 0.031109 | val_loss: 0.0311716 | Time: 4449.78 ms [2020-12-22 19:57:56 main:574] : INFO : Epoch 1715 | loss: 0.0311098 | val_loss: 0.0311729 | Time: 4448.21 ms [2020-12-22 19:58:00 main:574] : INFO : Epoch 1716 | loss: 0.0311147 | val_loss: 0.0311736 | Time: 4405.45 ms [2020-12-22 19:58:05 main:574] : INFO : Epoch 1717 | loss: 0.0311156 | val_loss: 0.0311724 | Time: 4448.39 ms [2020-12-22 19:58:09 main:574] : INFO : Epoch 1718 | loss: 0.0311132 | val_loss: 0.0311711 | Time: 4401.08 ms [2020-12-22 19:58:14 main:574] : INFO : Epoch 1719 | loss: 0.0311117 | val_loss: 0.0311786 | Time: 4325.99 ms [2020-12-22 19:58:18 main:574] : INFO : Epoch 1720 | loss: 0.0311098 | val_loss: 0.0311734 | Time: 4302.69 ms [2020-12-22 19:58:22 main:574] : INFO : Epoch 1721 | loss: 0.0311095 | val_loss: 0.0311826 | Time: 4338.34 ms [2020-12-22 19:58:27 main:574] : INFO : Epoch 1722 | loss: 0.0311123 | val_loss: 0.0311736 | Time: 4318.77 ms [2020-12-22 19:58:31 main:574] : INFO : Epoch 1723 | loss: 0.0311104 | val_loss: 0.0311731 | Time: 4264.51 ms [2020-12-22 19:58:35 main:574] : INFO : Epoch 1724 | loss: 0.0311113 | val_loss: 0.0311751 | Time: 4297.32 ms [2020-12-22 19:58:40 main:574] : INFO : Epoch 1725 | loss: 0.0311155 | val_loss: 0.03117 | Time: 4269.38 ms [2020-12-22 19:58:44 main:574] : INFO : Epoch 1726 | loss: 0.0311159 | val_loss: 0.0311712 | Time: 4315.22 ms [2020-12-22 19:58:48 main:574] : INFO : Epoch 1727 | loss: 0.0311144 | val_loss: 0.031173 | Time: 4312.05 ms [2020-12-22 19:58:53 main:574] : INFO : Epoch 1728 | loss: 0.0311148 | val_loss: 0.0311716 | Time: 4333.31 ms [2020-12-22 19:58:57 main:574] : INFO : Epoch 1729 | loss: 0.0311152 | val_loss: 0.0311645 | Time: 4347.93 ms [2020-12-22 19:59:01 main:574] : INFO : Epoch 1730 | loss: 0.0311185 | val_loss: 0.031164 | Time: 4357.97 ms [2020-12-22 19:59:06 main:574] : INFO : Epoch 1731 | loss: 0.0311193 | val_loss: 0.0311673 | Time: 4318.08 ms [2020-12-22 19:59:10 main:574] : INFO : Epoch 1732 | loss: 0.0311152 | val_loss: 0.0311681 | Time: 4356.39 ms [2020-12-22 19:59:14 main:574] : INFO : Epoch 1733 | loss: 0.0311139 | val_loss: 0.0311756 | Time: 4284.8 ms [2020-12-22 19:59:18 main:574] : INFO : Epoch 1734 | loss: 0.0311145 | val_loss: 0.0311729 | Time: 4114.31 ms [2020-12-22 19:59:24 main:574] : INFO : Epoch 1735 | loss: 0.0311084 | val_loss: 0.0311701 | Time: 4292.63 ms [2020-12-22 19:59:28 main:574] : INFO : Epoch 1736 | loss: 0.0311105 | val_loss: 0.0311685 | Time: 4338.49 ms [2020-12-22 19:59:32 main:574] : INFO : Epoch 1737 | loss: 0.0311091 | val_loss: 0.0311735 | Time: 4294.32 ms [2020-12-22 19:59:37 main:574] : INFO : Epoch 1738 | loss: 0.0311094 | val_loss: 0.0311716 | Time: 4274.39 ms [2020-12-22 19:59:41 main:574] : INFO : Epoch 1739 | loss: 0.0311081 | val_loss: 0.0311736 | Time: 4349.05 ms [2020-12-22 19:59:45 main:574] : INFO : Epoch 1740 | loss: 0.0311083 | val_loss: 0.0311647 | Time: 4297.65 ms [2020-12-22 19:59:49 main:574] : INFO : Epoch 1741 | loss: 0.0311108 | val_loss: 0.0311659 | Time: 4280.46 ms [2020-12-22 19:59:54 main:574] : INFO : Epoch 1742 | loss: 0.0311139 | val_loss: 0.0311659 | Time: 4269.18 ms [2020-12-22 19:59:58 main:574] : INFO : Epoch 1743 | loss: 0.0311131 | val_loss: 0.0311676 | Time: 4298.24 ms [2020-12-22 20:00:02 main:574] : INFO : Epoch 1744 | loss: 0.0311101 | val_loss: 0.0311677 | Time: 4342.32 ms [2020-12-22 20:00:07 main:574] : INFO : Epoch 1745 | loss: 0.0311088 | val_loss: 0.0311708 | Time: 4362.17 ms [2020-12-22 20:00:11 main:574] : INFO : Epoch 1746 | loss: 0.0311088 | val_loss: 0.031174 | Time: 4324.19 ms [2020-12-22 20:00:15 main:574] : INFO : Epoch 1747 | loss: 0.0311166 | val_loss: 0.0311652 | Time: 4307.8 ms [2020-12-22 20:00:20 main:574] : INFO : Epoch 1748 | loss: 0.0311222 | val_loss: 0.0311653 | Time: 4319.28 ms [2020-12-22 20:00:24 main:574] : INFO : Epoch 1749 | loss: 0.0311183 | val_loss: 0.031169 | Time: 4320.69 ms [2020-12-22 20:00:28 main:574] : INFO : Epoch 1750 | loss: 0.0311173 | val_loss: 0.0311664 | Time: 4358.84 ms [2020-12-22 20:00:33 main:574] : INFO : Epoch 1751 | loss: 0.0311108 | val_loss: 0.031164 | Time: 4285.28 ms [2020-12-22 20:00:37 main:574] : INFO : Epoch 1752 | loss: 0.0311173 | val_loss: 0.0311629 | Time: 4352.85 ms [2020-12-22 20:00:41 main:574] : INFO : Epoch 1753 | loss: 0.0311237 | val_loss: 0.0311611 | Time: 4299.77 ms [2020-12-22 20:00:46 main:574] : INFO : Epoch 1754 | loss: 0.0311201 | val_loss: 0.0311675 | Time: 4343.95 ms [2020-12-22 20:00:50 main:574] : INFO : Epoch 1755 | loss: 0.031117 | val_loss: 0.0311635 | Time: 4347.6 ms [2020-12-22 20:00:54 main:574] : INFO : Epoch 1756 | loss: 0.0311156 | val_loss: 0.0311652 | Time: 4320.31 ms [2020-12-22 20:00:59 main:574] : INFO : Epoch 1757 | loss: 0.0311157 | val_loss: 0.0311702 | Time: 4341.54 ms [2020-12-22 20:01:03 main:574] : INFO : Epoch 1758 | loss: 0.0311346 | val_loss: 0.0311601 | Time: 4305.29 ms [2020-12-22 20:01:07 main:574] : INFO : Epoch 1759 | loss: 0.031134 | val_loss: 0.0311689 | Time: 4313.58 ms [2020-12-22 20:01:12 main:574] : INFO : Epoch 1760 | loss: 0.0311373 | val_loss: 0.0311749 | Time: 4285.3 ms [2020-12-22 20:01:16 main:574] : INFO : Epoch 1761 | loss: 0.0311546 | val_loss: 0.0311691 | Time: 4363.45 ms [2020-12-22 20:01:20 main:574] : INFO : Epoch 1762 | loss: 0.0311507 | val_loss: 0.0311652 | Time: 4312.03 ms [2020-12-22 20:01:25 main:574] : INFO : Epoch 1763 | loss: 0.0311451 | val_loss: 0.0311662 | Time: 4309.15 ms [2020-12-22 20:01:29 main:574] : INFO : Epoch 1764 | loss: 0.0311391 | val_loss: 0.0311653 | Time: 4292.77 ms [2020-12-22 20:01:33 main:574] : INFO : Epoch 1765 | loss: 0.0311372 | val_loss: 0.0311704 | Time: 4347.03 ms [2020-12-22 20:01:38 main:574] : INFO : Epoch 1766 | loss: 0.0311348 | val_loss: 0.0311696 | Time: 4328.27 ms [2020-12-22 20:01:42 main:574] : INFO : Epoch 1767 | loss: 0.0311343 | val_loss: 0.0311662 | Time: 4280.57 ms [2020-12-22 20:01:46 main:574] : INFO : Epoch 1768 | loss: 0.0311327 | val_loss: 0.0311673 | Time: 4314.17 ms [2020-12-22 20:01:51 main:574] : INFO : Epoch 1769 | loss: 0.0311334 | val_loss: 0.0311638 | Time: 4327.52 ms [2020-12-22 20:01:55 main:574] : INFO : Epoch 1770 | loss: 0.0311323 | val_loss: 0.0311627 | Time: 4346.64 ms [2020-12-22 20:01:59 main:574] : INFO : Epoch 1771 | loss: 0.0311308 | val_loss: 0.0311669 | Time: 4315.3 ms [2020-12-22 20:02:04 main:574] : INFO : Epoch 1772 | loss: 0.0311299 | val_loss: 0.0311644 | Time: 4256.35 ms [2020-12-22 20:02:08 main:574] : INFO : Epoch 1773 | loss: 0.0311317 | val_loss: 0.0311666 | Time: 4296.21 ms [2020-12-22 20:02:12 main:574] : INFO : Epoch 1774 | loss: 0.0311314 | val_loss: 0.0311665 | Time: 4324.35 ms [2020-12-22 20:02:17 main:574] : INFO : Epoch 1775 | loss: 0.0311261 | val_loss: 0.0311634 | Time: 4304.4 ms [2020-12-22 20:02:21 main:574] : INFO : Epoch 1776 | loss: 0.0311268 | val_loss: 0.0311622 | Time: 4311.86 ms [2020-12-22 20:02:25 main:574] : INFO : Epoch 1777 | loss: 0.031128 | val_loss: 0.031167 | Time: 4336.3 ms [2020-12-22 20:02:30 main:574] : INFO : Epoch 1778 | loss: 0.0311254 | val_loss: 0.0311625 | Time: 4319.96 ms [2020-12-22 20:02:34 main:574] : INFO : Epoch 1779 | loss: 0.031122 | val_loss: 0.0311609 | Time: 4375.96 ms [2020-12-22 20:02:38 main:574] : INFO : Epoch 1780 | loss: 0.0311207 | val_loss: 0.0311658 | Time: 4329.68 ms [2020-12-22 20:02:43 main:574] : INFO : Epoch 1781 | loss: 0.0311205 | val_loss: 0.0311624 | Time: 4298.21 ms [2020-12-22 20:02:47 main:574] : INFO : Epoch 1782 | loss: 0.0311217 | val_loss: 0.0311648 | Time: 4374.01 ms [2020-12-22 20:02:52 main:574] : INFO : Epoch 1783 | loss: 0.0311218 | val_loss: 0.0311668 | Time: 4314.05 ms [2020-12-22 20:02:56 main:574] : INFO : Epoch 1784 | loss: 0.0311233 | val_loss: 0.0311672 | Time: 4341.07 ms [2020-12-22 20:03:00 main:574] : INFO : Epoch 1785 | loss: 0.0311334 | val_loss: 0.0311702 | Time: 4299.21 ms [2020-12-22 20:03:05 main:574] : INFO : Epoch 1786 | loss: 0.0311342 | val_loss: 0.0311694 | Time: 4322.78 ms [2020-12-22 20:03:09 main:574] : INFO : Epoch 1787 | loss: 0.0311302 | val_loss: 0.0311674 | Time: 4321.63 ms [2020-12-22 20:03:13 main:574] : INFO : Epoch 1788 | loss: 0.0311277 | val_loss: 0.0311669 | Time: 4313.06 ms [2020-12-22 20:03:18 main:574] : INFO : Epoch 1789 | loss: 0.0311257 | val_loss: 0.0311662 | Time: 4307.99 ms [2020-12-22 20:03:22 main:574] : INFO : Epoch 1790 | loss: 0.0311234 | val_loss: 0.0311686 | Time: 4280.51 ms [2020-12-22 20:03:26 main:574] : INFO : Epoch 1791 | loss: 0.0311222 | val_loss: 0.0311625 | Time: 4347.64 ms [2020-12-22 20:03:30 main:574] : INFO : Epoch 1792 | loss: 0.0311236 | val_loss: 0.0311651 | Time: 4307.37 ms [2020-12-22 20:03:35 main:574] : INFO : Epoch 1793 | loss: 0.0311216 | val_loss: 0.0311716 | Time: 4310.29 ms [2020-12-22 20:03:39 main:574] : INFO : Epoch 1794 | loss: 0.031121 | val_loss: 0.0311698 | Time: 4364.95 ms [2020-12-22 20:03:44 main:574] : INFO : Epoch 1795 | loss: 0.0311179 | val_loss: 0.031165 | Time: 4321.48 ms [2020-12-22 20:03:48 main:574] : INFO : Epoch 1796 | loss: 0.0311185 | val_loss: 0.0311727 | Time: 4298.5 ms [2020-12-22 20:03:52 main:574] : INFO : Epoch 1797 | loss: 0.0311201 | val_loss: 0.031168 | Time: 4341.77 ms [2020-12-22 20:03:57 main:574] : INFO : Epoch 1798 | loss: 0.0311248 | val_loss: 0.0311659 | Time: 4293.14 ms [2020-12-22 20:04:01 main:574] : INFO : Epoch 1799 | loss: 0.0311213 | val_loss: 0.0311725 | Time: 4313.79 ms [2020-12-22 20:04:05 main:574] : INFO : Epoch 1800 | loss: 0.0311186 | val_loss: 0.03117 | Time: 4313.53 ms [2020-12-22 20:04:09 main:574] : INFO : Epoch 1801 | loss: 0.0311152 | val_loss: 0.0311724 | Time: 4303.19 ms [2020-12-22 20:04:14 main:574] : INFO : Epoch 1802 | loss: 0.0311187 | val_loss: 0.0311708 | Time: 4326.42 ms [2020-12-22 20:04:18 main:574] : INFO : Epoch 1803 | loss: 0.031118 | val_loss: 0.0311655 | Time: 4183.51 ms [2020-12-22 20:04:23 main:574] : INFO : Epoch 1804 | loss: 0.031118 | val_loss: 0.0311751 | Time: 4333.71 ms [2020-12-22 20:04:27 main:574] : INFO : Epoch 1805 | loss: 0.0311155 | val_loss: 0.0311702 | Time: 4364.77 ms [2020-12-22 20:04:31 main:574] : INFO : Epoch 1806 | loss: 0.0311143 | val_loss: 0.031171 | Time: 4296.12 ms [2020-12-22 20:04:36 main:574] : INFO : Epoch 1807 | loss: 0.0311153 | val_loss: 0.0311731 | Time: 4327.32 ms [2020-12-22 20:04:40 main:574] : INFO : Epoch 1808 | loss: 0.0311169 | val_loss: 0.0311694 | Time: 4360.32 ms [2020-12-22 20:04:44 main:574] : INFO : Epoch 1809 | loss: 0.0311234 | val_loss: 0.0312018 | Time: 4349.72 ms [2020-12-22 20:04:49 main:574] : INFO : Epoch 1810 | loss: 0.0311227 | val_loss: 0.0311818 | Time: 4303.49 ms [2020-12-22 20:04:53 main:574] : INFO : Epoch 1811 | loss: 0.0311171 | val_loss: 0.031174 | Time: 4300.68 ms [2020-12-22 20:04:57 main:574] : INFO : Epoch 1812 | loss: 0.0311147 | val_loss: 0.0311796 | Time: 4341.76 ms [2020-12-22 20:05:02 main:574] : INFO : Epoch 1813 | loss: 0.0311179 | val_loss: 0.0311659 | Time: 4329.31 ms [2020-12-22 20:05:06 main:574] : INFO : Epoch 1814 | loss: 0.0311158 | val_loss: 0.0311726 | Time: 4286.67 ms [2020-12-22 20:05:10 main:574] : INFO : Epoch 1815 | loss: 0.031116 | val_loss: 0.03117 | Time: 4357.51 ms [2020-12-22 20:05:15 main:574] : INFO : Epoch 1816 | loss: 0.0311158 | val_loss: 0.0311827 | Time: 4308.97 ms [2020-12-22 20:05:19 main:574] : INFO : Epoch 1817 | loss: 0.0311174 | val_loss: 0.031169 | Time: 4352.99 ms [2020-12-22 20:05:23 main:574] : INFO : Epoch 1818 | loss: 0.0311142 | val_loss: 0.0311724 | Time: 4288.92 ms [2020-12-22 20:05:28 main:574] : INFO : Epoch 1819 | loss: 0.0311127 | val_loss: 0.0311738 | Time: 4308.26 ms [2020-12-22 20:05:32 main:574] : INFO : Epoch 1820 | loss: 0.0311155 | val_loss: 0.0311668 | Time: 4275.02 ms [2020-12-22 20:05:36 main:574] : INFO : Epoch 1821 | loss: 0.0311212 | val_loss: 0.0311679 | Time: 4337.06 ms [2020-12-22 20:05:41 main:574] : INFO : Epoch 1822 | loss: 0.0311201 | val_loss: 0.0311727 | Time: 4309.3 ms [2020-12-22 20:05:45 main:574] : INFO : Epoch 1823 | loss: 0.0311209 | val_loss: 0.0311683 | Time: 4333.14 ms [2020-12-22 20:05:49 main:574] : INFO : Epoch 1824 | loss: 0.0311169 | val_loss: 0.0311693 | Time: 4311.27 ms [2020-12-22 20:05:54 main:574] : INFO : Epoch 1825 | loss: 0.0311142 | val_loss: 0.0311745 | Time: 4288.99 ms [2020-12-22 20:05:58 main:574] : INFO : Epoch 1826 | loss: 0.0311154 | val_loss: 0.0311699 | Time: 4341.61 ms [2020-12-22 20:06:02 main:574] : INFO : Epoch 1827 | loss: 0.0311161 | val_loss: 0.0311674 | Time: 4311.08 ms [2020-12-22 20:06:07 main:574] : INFO : Epoch 1828 | loss: 0.0311182 | val_loss: 0.0311708 | Time: 4269.54 ms [2020-12-22 20:06:11 main:574] : INFO : Epoch 1829 | loss: 0.0311157 | val_loss: 0.0311694 | Time: 4326.28 ms [2020-12-22 20:06:15 main:574] : INFO : Epoch 1830 | loss: 0.0311127 | val_loss: 0.0311677 | Time: 4303.73 ms [2020-12-22 20:06:20 main:574] : INFO : Epoch 1831 | loss: 0.031113 | val_loss: 0.031172 | Time: 4288.95 ms [2020-12-22 20:06:24 main:574] : INFO : Epoch 1832 | loss: 0.0311141 | val_loss: 0.0311739 | Time: 4356.99 ms [2020-12-22 20:06:28 main:574] : INFO : Epoch 1833 | loss: 0.031117 | val_loss: 0.0311722 | Time: 4321.72 ms [2020-12-22 20:06:33 main:574] : INFO : Epoch 1834 | loss: 0.0311267 | val_loss: 0.0311707 | Time: 4327.76 ms [2020-12-22 20:06:37 main:574] : INFO : Epoch 1835 | loss: 0.0311302 | val_loss: 0.0311598 | Time: 4341.27 ms [2020-12-22 20:06:41 main:574] : INFO : Epoch 1836 | loss: 0.0311303 | val_loss: 0.0311626 | Time: 4340.42 ms [2020-12-22 20:06:46 main:574] : INFO : Epoch 1837 | loss: 0.0311282 | val_loss: 0.0311584 | Time: 4308 ms [2020-12-22 20:06:50 main:574] : INFO : Epoch 1838 | loss: 0.031127 | val_loss: 0.0311633 | Time: 4292.34 ms [2020-12-22 20:06:54 main:574] : INFO : Epoch 1839 | loss: 0.0311294 | val_loss: 0.0311595 | Time: 4330.12 ms [2020-12-22 20:06:59 main:574] : INFO : Epoch 1840 | loss: 0.0311263 | val_loss: 0.0311618 | Time: 4282.54 ms [2020-12-22 20:07:03 main:574] : INFO : Epoch 1841 | loss: 0.0311285 | val_loss: 0.0311659 | Time: 4294.03 ms [2020-12-22 20:07:07 main:574] : INFO : Epoch 1842 | loss: 0.031127 | val_loss: 0.0311666 | Time: 4311.18 ms [2020-12-22 20:07:12 main:574] : INFO : Epoch 1843 | loss: 0.0311304 | val_loss: 0.0311596 | Time: 4351.28 ms [2020-12-22 20:07:16 main:574] : INFO : Epoch 1844 | loss: 0.0311321 | val_loss: 0.0311612 | Time: 4334.06 ms [2020-12-22 20:07:20 main:574] : INFO : Epoch 1845 | loss: 0.0311313 | val_loss: 0.0311639 | Time: 4312.54 ms [2020-12-22 20:07:25 main:574] : INFO : Epoch 1846 | loss: 0.0311231 | val_loss: 0.0311624 | Time: 4325.76 ms [2020-12-22 20:07:29 main:574] : INFO : Epoch 1847 | loss: 0.0311212 | val_loss: 0.0311621 | Time: 4320.73 ms [2020-12-22 20:07:34 main:574] : INFO : Epoch 1848 | loss: 0.0311218 | val_loss: 0.0311672 | Time: 4315.67 ms [2020-12-22 20:07:38 main:574] : INFO : Epoch 1849 | loss: 0.0311204 | val_loss: 0.0311633 | Time: 4283.64 ms [2020-12-22 20:07:42 main:574] : INFO : Epoch 1850 | loss: 0.0311188 | val_loss: 0.0311707 | Time: 4331.39 ms [2020-12-22 20:07:47 main:574] : INFO : Epoch 1851 | loss: 0.0311258 | val_loss: 0.031173 | Time: 4309.72 ms [2020-12-22 20:07:51 main:574] : INFO : Epoch 1852 | loss: 0.0311289 | val_loss: 0.0311606 | Time: 4262.26 ms [2020-12-22 20:07:55 main:574] : INFO : Epoch 1853 | loss: 0.0311276 | val_loss: 0.0311632 | Time: 4318.98 ms [2020-12-22 20:08:00 main:574] : INFO : Epoch 1854 | loss: 0.0311254 | val_loss: 0.0311624 | Time: 4360.01 ms [2020-12-22 20:08:04 main:574] : INFO : Epoch 1855 | loss: 0.0311219 | val_loss: 0.0311641 | Time: 4313.05 ms [2020-12-22 20:08:08 main:574] : INFO : Epoch 1856 | loss: 0.0311222 | val_loss: 0.0311661 | Time: 4292.54 ms [2020-12-22 20:08:13 main:574] : INFO : Epoch 1857 | loss: 0.031121 | val_loss: 0.0311629 | Time: 4295.84 ms [2020-12-22 20:08:17 main:574] : INFO : Epoch 1858 | loss: 0.0311189 | val_loss: 0.0311664 | Time: 4370.07 ms [2020-12-22 20:08:21 main:574] : INFO : Epoch 1859 | loss: 0.0311182 | val_loss: 0.0311665 | Time: 4320.18 ms [2020-12-22 20:08:26 main:574] : INFO : Epoch 1860 | loss: 0.0311194 | val_loss: 0.0311602 | Time: 4288.78 ms [2020-12-22 20:08:30 main:574] : INFO : Epoch 1861 | loss: 0.0311283 | val_loss: 0.0311596 | Time: 4295.87 ms [2020-12-22 20:08:34 main:574] : INFO : Epoch 1862 | loss: 0.0311329 | val_loss: 0.0311632 | Time: 4289.49 ms [2020-12-22 20:08:39 main:574] : INFO : Epoch 1863 | loss: 0.0311284 | val_loss: 0.0311649 | Time: 4356.88 ms [2020-12-22 20:08:43 main:574] : INFO : Epoch 1864 | loss: 0.0311248 | val_loss: 0.0311645 | Time: 4294.72 ms [2020-12-22 20:08:47 main:574] : INFO : Epoch 1865 | loss: 0.031131 | val_loss: 0.031166 | Time: 4372.57 ms [2020-12-22 20:08:52 main:574] : INFO : Epoch 1866 | loss: 0.0311379 | val_loss: 0.0311672 | Time: 4290.57 ms [2020-12-22 20:08:56 main:574] : INFO : Epoch 1867 | loss: 0.0311319 | val_loss: 0.0311696 | Time: 4320.53 ms [2020-12-22 20:09:00 main:574] : INFO : Epoch 1868 | loss: 0.0311403 | val_loss: 0.0311667 | Time: 4322.71 ms [2020-12-22 20:09:05 main:574] : INFO : Epoch 1869 | loss: 0.0311418 | val_loss: 0.03117 | Time: 4301.99 ms [2020-12-22 20:09:09 main:574] : INFO : Epoch 1870 | loss: 0.0311364 | val_loss: 0.0311732 | Time: 4263.22 ms [2020-12-22 20:09:13 main:574] : INFO : Epoch 1871 | loss: 0.0311363 | val_loss: 0.0311769 | Time: 4353.14 ms [2020-12-22 20:09:18 main:574] : INFO : Epoch 1872 | loss: 0.0311315 | val_loss: 0.0311729 | Time: 4312.26 ms [2020-12-22 20:09:23 main:574] : INFO : Epoch 1873 | loss: 0.0311287 | val_loss: 0.0311705 | Time: 4334.42 ms [2020-12-22 20:09:27 main:574] : INFO : Epoch 1874 | loss: 0.031129 | val_loss: 0.0311709 | Time: 4332.96 ms [2020-12-22 20:09:31 main:574] : INFO : Epoch 1875 | loss: 0.031127 | val_loss: 0.0311676 | Time: 4295.97 ms [2020-12-22 20:09:36 main:574] : INFO : Epoch 1876 | loss: 0.0311273 | val_loss: 0.0311674 | Time: 4308.6 ms [2020-12-22 20:09:40 main:574] : INFO : Epoch 1877 | loss: 0.0311275 | val_loss: 0.0311708 | Time: 4352.82 ms [2020-12-22 20:09:44 main:574] : INFO : Epoch 1878 | loss: 0.0311243 | val_loss: 0.0311713 | Time: 4322.68 ms [2020-12-22 20:09:49 main:574] : INFO : Epoch 1879 | loss: 0.0311262 | val_loss: 0.031172 | Time: 4312.55 ms [2020-12-22 20:09:53 main:574] : INFO : Epoch 1880 | loss: 0.0311245 | val_loss: 0.0311698 | Time: 4275.53 ms [2020-12-22 20:09:57 main:574] : INFO : Epoch 1881 | loss: 0.0311244 | val_loss: 0.0311682 | Time: 4349.82 ms [2020-12-22 20:10:02 main:574] : INFO : Epoch 1882 | loss: 0.0311245 | val_loss: 0.0311645 | Time: 4341.23 ms [2020-12-22 20:10:06 main:574] : INFO : Epoch 1883 | loss: 0.0311225 | val_loss: 0.0311743 | Time: 4299.97 ms [2020-12-22 20:10:11 main:574] : INFO : Epoch 1884 | loss: 0.0311257 | val_loss: 0.0311635 | Time: 4350.99 ms [2020-12-22 20:10:15 main:574] : INFO : Epoch 1885 | loss: 0.0311215 | val_loss: 0.0311649 | Time: 4299.05 ms [2020-12-22 20:10:19 main:574] : INFO : Epoch 1886 | loss: 0.0311214 | val_loss: 0.0311692 | Time: 4341.82 ms [2020-12-22 20:10:24 main:574] : INFO : Epoch 1887 | loss: 0.0311202 | val_loss: 0.0311605 | Time: 4310.06 ms [2020-12-22 20:10:28 main:574] : INFO : Epoch 1888 | loss: 0.0311188 | val_loss: 0.0311632 | Time: 4344.89 ms [2020-12-22 20:10:32 main:574] : INFO : Epoch 1889 | loss: 0.0311185 | val_loss: 0.0311607 | Time: 4326.99 ms [2020-12-22 20:10:37 main:574] : INFO : Epoch 1890 | loss: 0.0311166 | val_loss: 0.0311666 | Time: 4256.33 ms [2020-12-22 20:10:41 main:574] : INFO : Epoch 1891 | loss: 0.0311184 | val_loss: 0.0311701 | Time: 4311.92 ms [2020-12-22 20:10:45 main:574] : INFO : Epoch 1892 | loss: 0.0311471 | val_loss: 0.0311698 | Time: 4285.85 ms [2020-12-22 20:10:50 main:574] : INFO : Epoch 1893 | loss: 0.031146 | val_loss: 0.0311655 | Time: 4387.29 ms [2020-12-22 20:10:54 main:574] : INFO : Epoch 1894 | loss: 0.0311397 | val_loss: 0.0311648 | Time: 4307.06 ms [2020-12-22 20:10:58 main:574] : INFO : Epoch 1895 | loss: 0.0311338 | val_loss: 0.0311638 | Time: 4335.84 ms [2020-12-22 20:11:03 main:574] : INFO : Epoch 1896 | loss: 0.0311312 | val_loss: 0.0311649 | Time: 4372.83 ms [2020-12-22 20:11:07 main:574] : INFO : Epoch 1897 | loss: 0.0311315 | val_loss: 0.0311636 | Time: 4341.19 ms [2020-12-22 20:11:11 main:574] : INFO : Epoch 1898 | loss: 0.0311288 | val_loss: 0.0311716 | Time: 4271.71 ms [2020-12-22 20:11:16 main:574] : INFO : Epoch 1899 | loss: 0.0311295 | val_loss: 0.031166 | Time: 4323.2 ms [2020-12-22 20:11:20 main:574] : INFO : Epoch 1900 | loss: 0.0311313 | val_loss: 0.0311644 | Time: 4275.37 ms [2020-12-22 20:11:24 main:574] : INFO : Epoch 1901 | loss: 0.0311331 | val_loss: 0.0311696 | Time: 4315.61 ms [2020-12-22 20:11:29 main:574] : INFO : Epoch 1902 | loss: 0.0311362 | val_loss: 0.0311673 | Time: 4309.53 ms [2020-12-22 20:11:33 main:574] : INFO : Epoch 1903 | loss: 0.0311465 | val_loss: 0.0311767 | Time: 4366.82 ms [2020-12-22 20:11:37 main:574] : INFO : Epoch 1904 | loss: 0.0311764 | val_loss: 0.0311866 | Time: 4301.47 ms [2020-12-22 20:11:42 main:574] : INFO : Epoch 1905 | loss: 0.0311955 | val_loss: 0.0311954 | Time: 4244.04 ms [2020-12-22 20:11:46 main:574] : INFO : Epoch 1906 | loss: 0.0311958 | val_loss: 0.0311922 | Time: 4325.39 ms [2020-12-22 20:11:50 main:574] : INFO : Epoch 1907 | loss: 0.0311937 | val_loss: 0.0311903 | Time: 4280.29 ms [2020-12-22 20:11:55 main:574] : INFO : Epoch 1908 | loss: 0.031195 | val_loss: 0.0312303 | Time: 4258.11 ms [2020-12-22 20:11:59 main:574] : INFO : Epoch 1909 | loss: 0.0424887 | val_loss: 0.0483867 | Time: 4307.11 ms [2020-12-22 20:12:03 main:574] : INFO : Epoch 1910 | loss: 0.0351144 | val_loss: 0.0318614 | Time: 4336.93 ms [2020-12-22 20:12:08 main:574] : INFO : Epoch 1911 | loss: 0.0315863 | val_loss: 0.0315163 | Time: 4265.89 ms [2020-12-22 20:12:12 main:574] : INFO : Epoch 1912 | loss: 0.0313243 | val_loss: 0.031254 | Time: 4291.38 ms [2020-12-22 20:12:16 main:574] : INFO : Epoch 1913 | loss: 0.0312475 | val_loss: 0.0312349 | Time: 4327.39 ms [2020-12-22 20:12:21 main:574] : INFO : Epoch 1914 | loss: 0.0312284 | val_loss: 0.0312204 | Time: 4301.68 ms [2020-12-22 20:12:25 main:574] : INFO : Epoch 1915 | loss: 0.0312183 | val_loss: 0.0312167 | Time: 4274.52 ms [2020-12-22 20:12:29 main:574] : INFO : Epoch 1916 | loss: 0.0312133 | val_loss: 0.0312074 | Time: 4272.48 ms [2020-12-22 20:12:34 main:574] : INFO : Epoch 1917 | loss: 0.0312084 | val_loss: 0.0312039 | Time: 4284.75 ms [2020-12-22 20:12:38 main:574] : INFO : Epoch 1918 | loss: 0.0312059 | val_loss: 0.0312072 | Time: 4317.09 ms [2020-12-22 20:12:42 main:574] : INFO : Epoch 1919 | loss: 0.0312051 | val_loss: 0.0312001 | Time: 4375.72 ms [2020-12-22 20:12:47 main:574] : INFO : Epoch 1920 | loss: 0.0312019 | val_loss: 0.0312021 | Time: 4261.99 ms [2020-12-22 20:12:51 main:574] : INFO : Epoch 1921 | loss: 0.031201 | val_loss: 0.0311979 | Time: 4327.67 ms [2020-12-22 20:12:55 main:574] : INFO : Epoch 1922 | loss: 0.0312006 | val_loss: 0.0311981 | Time: 4281.48 ms [2020-12-22 20:13:00 main:574] : INFO : Epoch 1923 | loss: 0.0312002 | val_loss: 0.0311968 | Time: 4318.79 ms [2020-12-22 20:13:04 main:574] : INFO : Epoch 1924 | loss: 0.0311985 | val_loss: 0.0311971 | Time: 4355.84 ms [2020-12-22 20:13:09 main:574] : INFO : Epoch 1925 | loss: 0.0311977 | val_loss: 0.0311938 | Time: 4306.95 ms [2020-12-22 20:13:13 main:574] : INFO : Epoch 1926 | loss: 0.0311962 | val_loss: 0.0311933 | Time: 4255.04 ms [2020-12-22 20:13:17 main:574] : INFO : Epoch 1927 | loss: 0.0311968 | val_loss: 0.0311955 | Time: 4241.96 ms [2020-12-22 20:13:21 main:574] : INFO : Epoch 1928 | loss: 0.031197 | val_loss: 0.0311926 | Time: 4255.38 ms [2020-12-22 20:13:26 main:574] : INFO : Epoch 1929 | loss: 0.0311951 | val_loss: 0.031192 | Time: 4306.78 ms [2020-12-22 20:13:30 main:574] : INFO : Epoch 1930 | loss: 0.0311943 | val_loss: 0.0311926 | Time: 4303.54 ms [2020-12-22 20:13:34 main:574] : INFO : Epoch 1931 | loss: 0.0311954 | val_loss: 0.0311955 | Time: 4300.65 ms [2020-12-22 20:13:39 main:574] : INFO : Epoch 1932 | loss: 0.0311929 | val_loss: 0.0311915 | Time: 4305.63 ms [2020-12-22 20:13:43 main:574] : INFO : Epoch 1933 | loss: 0.0311916 | val_loss: 0.0311907 | Time: 4235.79 ms [2020-12-22 20:13:47 main:574] : INFO : Epoch 1934 | loss: 0.0311931 | val_loss: 0.0311941 | Time: 4343.98 ms [2020-12-22 20:13:52 main:574] : INFO : Epoch 1935 | loss: 0.0311948 | val_loss: 0.0311944 | Time: 4233.2 ms [2020-12-22 20:13:56 main:574] : INFO : Epoch 1936 | loss: 0.0311937 | val_loss: 0.0311953 | Time: 4270.79 ms [2020-12-22 20:14:00 main:574] : INFO : Epoch 1937 | loss: 0.0311918 | val_loss: 0.0311917 | Time: 4366.03 ms [2020-12-22 20:14:05 main:574] : INFO : Epoch 1938 | loss: 0.0311907 | val_loss: 0.031191 | Time: 4249.71 ms [2020-12-22 20:14:09 main:574] : INFO : Epoch 1939 | loss: 0.0311903 | val_loss: 0.0311913 | Time: 4318.75 ms [2020-12-22 20:14:13 main:574] : INFO : Epoch 1940 | loss: 0.0311906 | val_loss: 0.0311897 | Time: 4213.21 ms [2020-12-22 20:14:17 main:574] : INFO : Epoch 1941 | loss: 0.0311904 | val_loss: 0.0311944 | Time: 4265.95 ms [2020-12-22 20:14:22 main:574] : INFO : Epoch 1942 | loss: 0.0311888 | val_loss: 0.0311912 | Time: 4220.65 ms [2020-12-22 20:14:26 main:574] : INFO : Epoch 1943 | loss: 0.0311895 | val_loss: 0.0311899 | Time: 4238.39 ms [2020-12-22 20:14:30 main:574] : INFO : Epoch 1944 | loss: 0.0311901 | val_loss: 0.031189 | Time: 4200.45 ms [2020-12-22 20:14:35 main:574] : INFO : Epoch 1945 | loss: 0.0311944 | val_loss: 0.0311893 | Time: 4307.06 ms [2020-12-22 20:14:39 main:574] : INFO : Epoch 1946 | loss: 0.0311888 | val_loss: 0.0311897 | Time: 4269.39 ms [2020-12-22 20:14:43 main:574] : INFO : Epoch 1947 | loss: 0.0311893 | val_loss: 0.0311879 | Time: 4264.47 ms [2020-12-22 20:14:47 main:574] : INFO : Epoch 1948 | loss: 0.0311872 | val_loss: 0.0311927 | Time: 4274.5 ms [2020-12-22 20:14:52 main:574] : INFO : Epoch 1949 | loss: 0.0311882 | val_loss: 0.0311885 | Time: 4390.45 ms [2020-12-22 20:14:56 main:574] : INFO : Epoch 1950 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 4265.7 ms [2020-12-22 20:15:01 main:574] : INFO : Epoch 1951 | loss: 0.031186 | val_loss: 0.0311868 | Time: 4302.38 ms [2020-12-22 20:15:05 main:574] : INFO : Epoch 1952 | loss: 0.0311866 | val_loss: 0.0311972 | Time: 4323.76 ms [2020-12-22 20:15:09 main:574] : INFO : Epoch 1953 | loss: 0.0311947 | val_loss: 0.0311861 | Time: 4342.77 ms [2020-12-22 20:15:14 main:574] : INFO : Epoch 1954 | loss: 0.0311876 | val_loss: 0.0311864 | Time: 4268.96 ms [2020-12-22 20:15:18 main:574] : INFO : Epoch 1955 | loss: 0.0311855 | val_loss: 0.0311856 | Time: 4293.93 ms [2020-12-22 20:15:22 main:574] : INFO : Epoch 1956 | loss: 0.0311841 | val_loss: 0.031185 | Time: 4201.81 ms [2020-12-22 20:15:26 main:574] : INFO : Epoch 1957 | loss: 0.0311833 | val_loss: 0.0311857 | Time: 4272.03 ms [2020-12-22 20:15:31 main:574] : INFO : Epoch 1958 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 4232.83 ms [2020-12-22 20:15:35 main:574] : INFO : Epoch 1959 | loss: 0.0311829 | val_loss: 0.0311849 | Time: 4289.05 ms [2020-12-22 20:15:39 main:574] : INFO : Epoch 1960 | loss: 0.0311844 | val_loss: 0.0311977 | Time: 4265.57 ms [2020-12-22 20:15:44 main:574] : INFO : Epoch 1961 | loss: 0.0311892 | val_loss: 0.031186 | Time: 4225.5 ms [2020-12-22 20:15:48 main:574] : INFO : Epoch 1962 | loss: 0.0311934 | val_loss: 0.0312028 | Time: 4243.33 ms [2020-12-22 20:15:52 main:574] : INFO : Epoch 1963 | loss: 0.0311941 | val_loss: 0.0311864 | Time: 4283.98 ms [2020-12-22 20:15:56 main:574] : INFO : Epoch 1964 | loss: 0.031184 | val_loss: 0.0311848 | Time: 4290.8 ms [2020-12-22 20:16:01 main:574] : INFO : Epoch 1965 | loss: 0.0311817 | val_loss: 0.0311861 | Time: 4391.03 ms [2020-12-22 20:16:05 main:574] : INFO : Epoch 1966 | loss: 0.0311818 | val_loss: 0.0311842 | Time: 4455.08 ms [2020-12-22 20:16:10 main:574] : INFO : Epoch 1967 | loss: 0.0311823 | val_loss: 0.0311906 | Time: 4456.48 ms [2020-12-22 20:16:14 main:574] : INFO : Epoch 1968 | loss: 0.0311839 | val_loss: 0.0311866 | Time: 4499.39 ms [2020-12-22 20:16:19 main:574] : INFO : Epoch 1969 | loss: 0.0311809 | val_loss: 0.0311889 | Time: 4424.37 ms [2020-12-22 20:16:23 main:574] : INFO : Epoch 1970 | loss: 0.0311809 | val_loss: 0.0311863 | Time: 4448.63 ms [2020-12-22 20:16:28 main:574] : INFO : Epoch 1971 | loss: 0.031181 | val_loss: 0.031184 | Time: 4446.32 ms [2020-12-22 20:16:32 main:574] : INFO : Epoch 1972 | loss: 0.0311802 | val_loss: 0.0311926 | Time: 4496.88 ms [2020-12-22 20:16:37 main:574] : INFO : Epoch 1973 | loss: 0.0311839 | val_loss: 0.0311868 | Time: 4449.5 ms [2020-12-22 20:16:41 main:574] : INFO : Epoch 1974 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 4398.22 ms [2020-12-22 20:16:46 main:574] : INFO : Epoch 1975 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 4468.27 ms [2020-12-22 20:16:50 main:574] : INFO : Epoch 1976 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 4465.6 ms [2020-12-22 20:16:55 main:574] : INFO : Epoch 1977 | loss: 0.031178 | val_loss: 0.0311888 | Time: 4479.56 ms [2020-12-22 20:16:59 main:574] : INFO : Epoch 1978 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 4418.29 ms [2020-12-22 20:17:04 main:574] : INFO : Epoch 1979 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 4416.33 ms [2020-12-22 20:17:08 main:574] : INFO : Epoch 1980 | loss: 0.0311792 | val_loss: 0.0311871 | Time: 4477.55 ms [2020-12-22 20:17:13 main:574] : INFO : Epoch 1981 | loss: 0.0311771 | val_loss: 0.0311902 | Time: 4440.25 ms [2020-12-22 20:17:17 main:574] : INFO : Epoch 1982 | loss: 0.0311816 | val_loss: 0.0311812 | Time: 4472.51 ms [2020-12-22 20:17:22 main:574] : INFO : Epoch 1983 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 4449.66 ms [2020-12-22 20:17:26 main:574] : INFO : Epoch 1984 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 4446.45 ms [2020-12-22 20:17:31 main:574] : INFO : Epoch 1985 | loss: 0.0311742 | val_loss: 0.0311837 | Time: 4500.92 ms [2020-12-22 20:17:35 main:574] : INFO : Epoch 1986 | loss: 0.0311797 | val_loss: 0.0311912 | Time: 4515.74 ms [2020-12-22 20:17:40 main:574] : INFO : Epoch 1987 | loss: 0.0311769 | val_loss: 0.0311793 | Time: 4452.91 ms [2020-12-22 20:17:44 main:574] : INFO : Epoch 1988 | loss: 0.03118 | val_loss: 0.0311771 | Time: 4468.89 ms [2020-12-22 20:17:49 main:574] : INFO : Epoch 1989 | loss: 0.0311873 | val_loss: 0.0311803 | Time: 4447.45 ms [2020-12-22 20:17:53 main:574] : INFO : Epoch 1990 | loss: 0.031189 | val_loss: 0.0311878 | Time: 4445.17 ms [2020-12-22 20:17:58 main:574] : INFO : Epoch 1991 | loss: 0.031176 | val_loss: 0.0311823 | Time: 4411.81 ms [2020-12-22 20:18:02 main:574] : INFO : Epoch 1992 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 4509.24 ms [2020-12-22 20:18:07 main:574] : INFO : Epoch 1993 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 4457.48 ms [2020-12-22 20:18:11 main:574] : INFO : Epoch 1994 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 4398.02 ms [2020-12-22 20:18:15 main:574] : INFO : Epoch 1995 | loss: 0.031174 | val_loss: 0.0311884 | Time: 4554.58 ms [2020-12-22 20:18:20 main:574] : INFO : Epoch 1996 | loss: 0.0311793 | val_loss: 0.0311765 | Time: 4492.57 ms [2020-12-22 20:18:24 main:574] : INFO : Epoch 1997 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 4429.24 ms [2020-12-22 20:18:29 main:574] : INFO : Epoch 1998 | loss: 0.0311721 | val_loss: 0.0311828 | Time: 4402.13 ms [2020-12-22 20:18:33 main:574] : INFO : Epoch 1999 | loss: 0.0311737 | val_loss: 0.0311758 | Time: 4455.45 ms [2020-12-22 20:18:38 main:574] : INFO : Epoch 2000 | loss: 0.03117 | val_loss: 0.0311771 | Time: 4476.2 ms [2020-12-22 20:18:42 main:574] : INFO : Epoch 2001 | loss: 0.0311702 | val_loss: 0.0311801 | Time: 4474.71 ms [2020-12-22 20:18:47 main:574] : INFO : Epoch 2002 | loss: 0.0311717 | val_loss: 0.0311805 | Time: 4418.6 ms [2020-12-22 20:18:51 main:574] : INFO : Epoch 2003 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 4515.13 ms [2020-12-22 20:18:56 main:574] : INFO : Epoch 2004 | loss: 0.0311736 | val_loss: 0.0311765 | Time: 4453.58 ms [2020-12-22 20:19:00 main:574] : INFO : Epoch 2005 | loss: 0.03117 | val_loss: 0.031176 | Time: 4462.79 ms [2020-12-22 20:19:05 main:574] : INFO : Epoch 2006 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 4392.56 ms [2020-12-22 20:19:09 main:574] : INFO : Epoch 2007 | loss: 0.0311698 | val_loss: 0.0311847 | Time: 4450.24 ms [2020-12-22 20:19:14 main:574] : INFO : Epoch 2008 | loss: 0.031173 | val_loss: 0.0311778 | Time: 4408.4 ms [2020-12-22 20:19:18 main:574] : INFO : Epoch 2009 | loss: 0.0311727 | val_loss: 0.0311841 | Time: 4451.43 ms [2020-12-22 20:19:23 main:574] : INFO : Epoch 2010 | loss: 0.0311695 | val_loss: 0.0311785 | Time: 4364.11 ms [2020-12-22 20:19:28 main:574] : INFO : Epoch 2011 | loss: 0.0311673 | val_loss: 0.031175 | Time: 4430.33 ms [2020-12-22 20:19:32 main:574] : INFO : Epoch 2012 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 4455.54 ms [2020-12-22 20:19:37 main:574] : INFO : Epoch 2013 | loss: 0.031168 | val_loss: 0.0311763 | Time: 4466.56 ms [2020-12-22 20:19:41 main:574] : INFO : Epoch 2014 | loss: 0.0311657 | val_loss: 0.031173 | Time: 4400.89 ms [2020-12-22 20:19:46 main:574] : INFO : Epoch 2015 | loss: 0.0311703 | val_loss: 0.0311874 | Time: 4470.68 ms [2020-12-22 20:19:50 main:574] : INFO : Epoch 2016 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 4420.13 ms [2020-12-22 20:19:55 main:574] : INFO : Epoch 2017 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 4445.13 ms [2020-12-22 20:19:59 main:574] : INFO : Epoch 2018 | loss: 0.0311633 | val_loss: 0.0311739 | Time: 4439.2 ms [2020-12-22 20:20:04 main:574] : INFO : Epoch 2019 | loss: 0.0311626 | val_loss: 0.0311758 | Time: 4472.15 ms [2020-12-22 20:20:08 main:574] : INFO : Epoch 2020 | loss: 0.0311625 | val_loss: 0.0311735 | Time: 4434.68 ms [2020-12-22 20:20:13 main:574] : INFO : Epoch 2021 | loss: 0.0311632 | val_loss: 0.0311747 | Time: 4432.38 ms [2020-12-22 20:20:17 main:574] : INFO : Epoch 2022 | loss: 0.0311645 | val_loss: 0.0311739 | Time: 4419.79 ms [2020-12-22 20:20:22 main:574] : INFO : Epoch 2023 | loss: 0.0311629 | val_loss: 0.0311756 | Time: 4420.93 ms [2020-12-22 20:20:26 main:574] : INFO : Epoch 2024 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 4471.78 ms [2020-12-22 20:20:31 main:574] : INFO : Epoch 2025 | loss: 0.0311636 | val_loss: 0.0311753 | Time: 4460.07 ms [2020-12-22 20:20:35 main:574] : INFO : Epoch 2026 | loss: 0.0311612 | val_loss: 0.0311716 | Time: 4463.13 ms [2020-12-22 20:20:40 main:574] : INFO : Epoch 2027 | loss: 0.0311631 | val_loss: 0.0311848 | Time: 4476.35 ms [2020-12-22 20:20:44 main:574] : INFO : Epoch 2028 | loss: 0.0311708 | val_loss: 0.031174 | Time: 4470.78 ms [2020-12-22 20:20:48 main:574] : INFO : Epoch 2029 | loss: 0.0311645 | val_loss: 0.0311735 | Time: 4417.69 ms [2020-12-22 20:20:53 main:574] : INFO : Epoch 2030 | loss: 0.0311623 | val_loss: 0.0311735 | Time: 4476.9 ms [2020-12-22 20:20:57 main:574] : INFO : Epoch 2031 | loss: 0.0311611 | val_loss: 0.0311739 | Time: 4423.88 ms [2020-12-22 20:21:02 main:574] : INFO : Epoch 2032 | loss: 0.0311607 | val_loss: 0.0311728 | Time: 4440.46 ms [2020-12-22 20:21:06 main:574] : INFO : Epoch 2033 | loss: 0.0311688 | val_loss: 0.0311823 | Time: 4481.6 ms [2020-12-22 20:21:11 main:574] : INFO : Epoch 2034 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 4436.78 ms [2020-12-22 20:21:15 main:574] : INFO : Epoch 2035 | loss: 0.0311621 | val_loss: 0.0311729 | Time: 4498.52 ms [2020-12-22 20:21:20 main:574] : INFO : Epoch 2036 | loss: 0.0311619 | val_loss: 0.0311744 | Time: 4452.65 ms [2020-12-22 20:21:25 main:574] : INFO : Epoch 2037 | loss: 0.0311625 | val_loss: 0.0311733 | Time: 4499.55 ms [2020-12-22 20:21:29 main:574] : INFO : Epoch 2038 | loss: 0.0311616 | val_loss: 0.0311701 | Time: 4463.93 ms [2020-12-22 20:21:33 main:574] : INFO : Epoch 2039 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 4413.3 ms [2020-12-22 20:21:38 main:574] : INFO : Epoch 2040 | loss: 0.0311645 | val_loss: 0.0311755 | Time: 4392.01 ms [2020-12-22 20:21:42 main:574] : INFO : Epoch 2041 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 4380.92 ms [2020-12-22 20:21:47 main:574] : INFO : Epoch 2042 | loss: 0.0311593 | val_loss: 0.0311798 | Time: 4444.16 ms [2020-12-22 20:21:51 main:574] : INFO : Epoch 2043 | loss: 0.0311607 | val_loss: 0.0311742 | Time: 4427.37 ms [2020-12-22 20:21:56 main:574] : INFO : Epoch 2044 | loss: 0.0311575 | val_loss: 0.0311783 | Time: 4415.34 ms [2020-12-22 20:22:00 main:574] : INFO : Epoch 2045 | loss: 0.0311619 | val_loss: 0.0311751 | Time: 4481.81 ms [2020-12-22 20:22:05 main:574] : INFO : Epoch 2046 | loss: 0.031158 | val_loss: 0.0311778 | Time: 4473.09 ms [2020-12-22 20:22:09 main:574] : INFO : Epoch 2047 | loss: 0.0311578 | val_loss: 0.0311733 | Time: 4458.83 ms [2020-12-22 20:22:14 main:574] : INFO : Epoch 2048 | loss: 0.0311593 | val_loss: 0.0311819 | Time: 4418.87 ms [2020-12-22 20:22:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311819 [2020-12-22 20:22:14 main:603] : INFO : Saving end state to config to file [2020-12-22 20:22:14 main:608] : INFO : Success, exiting.. 20:22:14 (23680): 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)