Task 14597608
| Name | ParityModified-1647048775-30837-2-0_0 |
| Workunit | 11618567 |
| Created | 11 Apr 2022, 20:30:33 UTC |
| Sent | 11 Apr 2022, 20:30:39 UTC |
| Report deadline | 19 Apr 2022, 20:30:39 UTC |
| Received | 11 Apr 2022, 22:59:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 28 min 13 sec |
| CPU time | 2 hours 26 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 8 main:574] : INFO : Epoch 1542 | loss: 0.0311091 | val_loss: 0.0311728 | Time: 4291.44 ms [2022-04-12 00:22:22 main:574] : INFO : Epoch 1543 | loss: 0.0311066 | val_loss: 0.0311692 | Time: 4304.24 ms [2022-04-12 00:22:26 main:574] : INFO : Epoch 1544 | loss: 0.0311059 | val_loss: 0.031174 | Time: 4289.4 ms [2022-04-12 00:22:31 main:574] : INFO : Epoch 1545 | loss: 0.0311096 | val_loss: 0.031167 | Time: 4324.93 ms [2022-04-12 00:22:35 main:574] : INFO : Epoch 1546 | loss: 0.0311063 | val_loss: 0.0311723 | Time: 4321.08 ms [2022-04-12 00:22:39 main:574] : INFO : Epoch 1547 | loss: 0.0311085 | val_loss: 0.0311788 | Time: 4371.16 ms [2022-04-12 00:22:44 main:574] : INFO : Epoch 1548 | loss: 0.0311077 | val_loss: 0.0311719 | Time: 4348.43 ms [2022-04-12 00:22:48 main:574] : INFO : Epoch 1549 | loss: 0.0311069 | val_loss: 0.0311778 | Time: 4329.59 ms [2022-04-12 00:22:53 main:574] : INFO : Epoch 1550 | loss: 0.0311106 | val_loss: 0.0311652 | Time: 4513.05 ms [2022-04-12 00:22:57 main:574] : INFO : Epoch 1551 | loss: 0.0311204 | val_loss: 0.0311705 | Time: 4374.22 ms [2022-04-12 00:23:01 main:574] : INFO : Epoch 1552 | loss: 0.0311159 | val_loss: 0.0311626 | Time: 4349.2 ms [2022-04-12 00:23:06 main:574] : INFO : Epoch 1553 | loss: 0.0311136 | val_loss: 0.0311694 | Time: 4447.92 ms [2022-04-12 00:23:10 main:574] : INFO : Epoch 1554 | loss: 0.0311099 | val_loss: 0.0311778 | Time: 4356.03 ms [2022-04-12 00:23:14 main:574] : INFO : Epoch 1555 | loss: 0.0311112 | val_loss: 0.031174 | Time: 4318.74 ms [2022-04-12 00:23:19 main:574] : INFO : Epoch 1556 | loss: 0.0311091 | val_loss: 0.0311629 | Time: 4330.2 ms [2022-04-12 00:23:23 main:574] : INFO : Epoch 1557 | loss: 0.0311108 | val_loss: 0.0311722 | Time: 4309.77 ms [2022-04-12 00:23:27 main:574] : INFO : Epoch 1558 | loss: 0.0311124 | val_loss: 0.0311762 | Time: 4313.86 ms [2022-04-12 00:23:32 main:574] : INFO : Epoch 1559 | loss: 0.0311095 | val_loss: 0.0311712 | Time: 4409.2 ms [2022-04-12 00:23:36 main:574] : INFO : Epoch 1560 | loss: 0.0311096 | val_loss: 0.0311671 | Time: 4273.95 ms [2022-04-12 00:23:40 main:574] : INFO : Epoch 1561 | loss: 0.0311115 | val_loss: 0.0311759 | Time: 4318.94 ms [2022-04-12 00:23:45 main:574] : INFO : Epoch 1562 | loss: 0.0311078 | val_loss: 0.0311674 | Time: 4320.7 ms [2022-04-12 00:23:49 main:574] : INFO : Epoch 1563 | loss: 0.0311095 | val_loss: 0.0311739 | Time: 4271.01 ms [2022-04-12 00:23:53 main:574] : INFO : Epoch 1564 | loss: 0.0311087 | val_loss: 0.0311667 | Time: 4332.9 ms [2022-04-12 00:23:58 main:574] : INFO : Epoch 1565 | loss: 0.0311081 | val_loss: 0.0311665 | Time: 4302.05 ms [2022-04-12 00:24:02 main:574] : INFO : Epoch 1566 | loss: 0.0311069 | val_loss: 0.0311699 | Time: 4296.05 ms [2022-04-12 00:24:06 main:574] : INFO : Epoch 1567 | loss: 0.0311125 | val_loss: 0.0311682 | Time: 4330.28 ms [2022-04-12 00:24:11 main:574] : INFO : Epoch 1568 | loss: 0.0311086 | val_loss: 0.0311691 | Time: 4310.69 ms [2022-04-12 00:24:15 main:574] : INFO : Epoch 1569 | loss: 0.0311159 | val_loss: 0.0311734 | Time: 4289.87 ms [2022-04-12 00:24:19 main:574] : INFO : Epoch 1570 | loss: 0.031117 | val_loss: 0.0311692 | Time: 4308.68 ms [2022-04-12 00:24:24 main:574] : INFO : Epoch 1571 | loss: 0.0311115 | val_loss: 0.0311698 | Time: 4324.13 ms [2022-04-12 00:24:28 main:574] : INFO : Epoch 1572 | loss: 0.0311091 | val_loss: 0.0311667 | Time: 4295.51 ms [2022-04-12 00:24:32 main:574] : INFO : Epoch 1573 | loss: 0.0311123 | val_loss: 0.031169 | Time: 4271.62 ms [2022-04-12 00:24:36 main:574] : INFO : Epoch 1574 | loss: 0.0311112 | val_loss: 0.0311711 | Time: 4311.4 ms [2022-04-12 00:24:41 main:574] : INFO : Epoch 1575 | loss: 0.0311103 | val_loss: 0.0311714 | Time: 4304.32 ms [2022-04-12 00:24:45 main:574] : INFO : Epoch 1576 | loss: 0.0311107 | val_loss: 0.0311684 | Time: 4286.25 ms [2022-04-12 00:24:49 main:574] : INFO : Epoch 1577 | loss: 0.031112 | val_loss: 0.0311727 | Time: 4334.94 ms [2022-04-12 00:24:54 main:574] : INFO : Epoch 1578 | loss: 0.0311147 | val_loss: 0.0311798 | Time: 4242.61 ms [2022-04-12 00:24:58 main:574] : INFO : Epoch 1579 | loss: 0.0311169 | val_loss: 0.0311694 | Time: 4307.35 ms [2022-04-12 00:25:02 main:574] : INFO : Epoch 1580 | loss: 0.0311213 | val_loss: 0.0311754 | Time: 4326.43 ms [2022-04-12 00:25:07 main:574] : INFO : Epoch 1581 | loss: 0.0311191 | val_loss: 0.0311679 | Time: 4308.5 ms [2022-04-12 00:25:11 main:574] : INFO : Epoch 1582 | loss: 0.0311181 | val_loss: 0.0311776 | Time: 4335.89 ms [2022-04-12 00:25:15 main:574] : INFO : Epoch 1583 | loss: 0.031116 | val_loss: 0.0311661 | Time: 4304.04 ms [2022-04-12 00:25:20 main:574] : INFO : Epoch 1584 | loss: 0.0311277 | val_loss: 0.0311653 | Time: 4360.99 ms [2022-04-12 00:25:24 main:574] : INFO : Epoch 1585 | loss: 0.0311252 | val_loss: 0.0311654 | Time: 4309.35 ms [2022-04-12 00:25:28 main:574] : INFO : Epoch 1586 | loss: 0.0311213 | val_loss: 0.0311727 | Time: 4246.31 ms [2022-04-12 00:25:32 main:574] : INFO : Epoch 1587 | loss: 0.0311231 | val_loss: 0.0311707 | Time: 4295.23 ms [2022-04-12 00:25:37 main:574] : INFO : Epoch 1588 | loss: 0.0311205 | val_loss: 0.0311751 | Time: 4241.4 ms [2022-04-12 00:25:41 main:574] : INFO : Epoch 1589 | loss: 0.0311242 | val_loss: 0.0311708 | Time: 4264.24 ms [2022-04-12 00:25:45 main:574] : INFO : Epoch 1590 | loss: 0.0311269 | val_loss: 0.0311657 | Time: 4271.39 ms [2022-04-12 00:25:50 main:574] : INFO : Epoch 1591 | loss: 0.0311195 | val_loss: 0.0311702 | Time: 4286.26 ms [2022-04-12 00:25:54 main:574] : INFO : Epoch 1592 | loss: 0.0311208 | val_loss: 0.0311673 | Time: 4271.49 ms [2022-04-12 00:25:58 main:574] : INFO : Epoch 1593 | loss: 0.0311164 | val_loss: 0.0311661 | Time: 4339.92 ms [2022-04-12 00:26:02 main:574] : INFO : Epoch 1594 | loss: 0.0311154 | val_loss: 0.0311677 | Time: 4285.13 ms [2022-04-12 00:26:07 main:574] : INFO : Epoch 1595 | loss: 0.0311135 | val_loss: 0.0311676 | Time: 4256.77 ms [2022-04-12 00:26:11 main:574] : INFO : Epoch 1596 | loss: 0.0311119 | val_loss: 0.031174 | Time: 4255.97 ms [2022-04-12 00:26:15 main:574] : INFO : Epoch 1597 | loss: 0.0311098 | val_loss: 0.0311657 | Time: 4270.72 ms [2022-04-12 00:26:20 main:574] : INFO : Epoch 1598 | loss: 0.0311111 | val_loss: 0.0311828 | Time: 4314.95 ms [2022-04-12 00:26:24 main:574] : INFO : Epoch 1599 | loss: 0.0311154 | val_loss: 0.0311784 | Time: 4258.64 ms [2022-04-12 00:26:28 main:574] : INFO : Epoch 1600 | loss: 0.0311278 | val_loss: 0.0311666 | Time: 4320.54 ms [2022-04-12 00:26:32 main:574] : INFO : Epoch 1601 | loss: 0.0311283 | val_loss: 0.0311681 | Time: 4288.11 ms [2022-04-12 00:26:37 main:574] : INFO : Epoch 1602 | loss: 0.0311265 | val_loss: 0.0311767 | Time: 4294.8 ms [2022-04-12 00:26:41 main:574] : INFO : Epoch 1603 | loss: 0.0311238 | val_loss: 0.0311681 | Time: 4270.23 ms [2022-04-12 00:26:45 main:574] : INFO : Epoch 1604 | loss: 0.0311202 | val_loss: 0.0311631 | Time: 4261.91 ms [2022-04-12 00:26:50 main:574] : INFO : Epoch 1605 | loss: 0.0311182 | val_loss: 0.0311642 | Time: 4266.75 ms [2022-04-12 00:26:54 main:574] : INFO : Epoch 1606 | loss: 0.0311166 | val_loss: 0.0311652 | Time: 4316.74 ms [2022-04-12 00:26:58 main:574] : INFO : Epoch 1607 | loss: 0.0311169 | val_loss: 0.0311731 | Time: 4269.96 ms [2022-04-12 00:27:02 main:574] : INFO : Epoch 1608 | loss: 0.031118 | val_loss: 0.0311675 | Time: 4293.8 ms [2022-04-12 00:27:07 main:574] : INFO : Epoch 1609 | loss: 0.0311177 | val_loss: 0.0311673 | Time: 4248.73 ms [2022-04-12 00:27:11 main:574] : INFO : Epoch 1610 | loss: 0.0311157 | val_loss: 0.0311588 | Time: 4315.54 ms [2022-04-12 00:27:15 main:574] : INFO : Epoch 1611 | loss: 0.0311131 | val_loss: 0.0311733 | Time: 4243.08 ms [2022-04-12 00:27:20 main:574] : INFO : Epoch 1612 | loss: 0.0311124 | val_loss: 0.0311632 | Time: 4324.11 ms [2022-04-12 00:27:24 main:574] : INFO : Epoch 1613 | loss: 0.0311177 | val_loss: 0.0311638 | Time: 4290.43 ms [2022-04-12 00:27:28 main:574] : INFO : Epoch 1614 | loss: 0.0311284 | val_loss: 0.0311628 | Time: 4290.21 ms [2022-04-12 00:27:32 main:574] : INFO : Epoch 1615 | loss: 0.0311261 | val_loss: 0.0311714 | Time: 4264.56 ms [2022-04-12 00:27:37 main:574] : INFO : Epoch 1616 | loss: 0.0311225 | val_loss: 0.0311653 | Time: 4277.48 ms [2022-04-12 00:27:41 main:574] : INFO : Epoch 1617 | loss: 0.0311208 | val_loss: 0.0311633 | Time: 4324.01 ms [2022-04-12 00:27:45 main:574] : INFO : Epoch 1618 | loss: 0.0311201 | val_loss: 0.0311658 | Time: 4308.31 ms [2022-04-12 00:27:50 main:574] : INFO : Epoch 1619 | loss: 0.0311194 | val_loss: 0.031164 | Time: 4276.29 ms [2022-04-12 00:27:54 main:574] : INFO : Epoch 1620 | loss: 0.0311191 | val_loss: 0.0311642 | Time: 4306.85 ms [2022-04-12 00:27:58 main:574] : INFO : Epoch 1621 | loss: 0.0311177 | val_loss: 0.031171 | Time: 4281.9 ms [2022-04-12 00:28:03 main:574] : INFO : Epoch 1622 | loss: 0.0311228 | val_loss: 0.0311594 | Time: 4317.59 ms [2022-04-12 00:28:07 main:574] : INFO : Epoch 1623 | loss: 0.0311182 | val_loss: 0.0311697 | Time: 4312.66 ms [2022-04-12 00:28:11 main:574] : INFO : Epoch 1624 | loss: 0.0311156 | val_loss: 0.0311689 | Time: 4271.65 ms [2022-04-12 00:28:15 main:574] : INFO : Epoch 1625 | loss: 0.0311206 | val_loss: 0.0311617 | Time: 4337.95 ms [2022-04-12 00:28:20 main:574] : INFO : Epoch 1626 | loss: 0.0311225 | val_loss: 0.0311594 | Time: 4260.52 ms [2022-04-12 00:28:24 main:574] : INFO : Epoch 1627 | loss: 0.0311199 | val_loss: 0.0311641 | Time: 4332.12 ms [2022-04-12 00:28:28 main:574] : INFO : Epoch 1628 | loss: 0.0311223 | val_loss: 0.0311599 | Time: 4333.55 ms [2022-04-12 00:28:33 main:574] : INFO : Epoch 1629 | loss: 0.0311194 | val_loss: 0.0311627 | Time: 4284.45 ms [2022-04-12 00:28:37 main:574] : INFO : Epoch 1630 | loss: 0.0311154 | val_loss: 0.0311637 | Time: 4314.97 ms [2022-04-12 00:28:41 main:574] : INFO : Epoch 1631 | loss: 0.0311153 | val_loss: 0.0311713 | Time: 4297.27 ms [2022-04-12 00:28:46 main:574] : INFO : Epoch 1632 | loss: 0.0311151 | val_loss: 0.0311631 | Time: 4259.54 ms [2022-04-12 00:28:50 main:574] : INFO : Epoch 1633 | loss: 0.0311118 | val_loss: 0.0311681 | Time: 4355.04 ms [2022-04-12 00:28:54 main:574] : INFO : Epoch 1634 | loss: 0.0311102 | val_loss: 0.0311618 | Time: 4326.97 ms [2022-04-12 00:28:59 main:574] : INFO : Epoch 1635 | loss: 0.0311126 | val_loss: 0.031162 | Time: 4303.81 ms [2022-04-12 00:29:03 main:574] : INFO : Epoch 1636 | loss: 0.0311192 | val_loss: 0.0311621 | Time: 4277.46 ms [2022-04-12 00:29:07 main:574] : INFO : Epoch 1637 | loss: 0.031117 | val_loss: 0.0311603 | Time: 4274.61 ms [2022-04-12 00:29:11 main:574] : INFO : Epoch 1638 | loss: 0.0311139 | val_loss: 0.0311637 | Time: 4312.24 ms [2022-04-12 00:29:16 main:574] : INFO : Epoch 1639 | loss: 0.0311144 | val_loss: 0.0311731 | Time: 4280.63 ms [2022-04-12 00:29:20 main:574] : INFO : Epoch 1640 | loss: 0.0311112 | val_loss: 0.0311619 | Time: 4316.01 ms [2022-04-12 00:29:24 main:574] : INFO : Epoch 1641 | loss: 0.0311145 | val_loss: 0.031169 | Time: 4250.52 ms [2022-04-12 00:29:29 main:574] : INFO : Epoch 1642 | loss: 0.031114 | val_loss: 0.0311712 | Time: 4315.18 ms [2022-04-12 00:29:33 main:574] : INFO : Epoch 1643 | loss: 0.0311143 | val_loss: 0.0311606 | Time: 4288.7 ms [2022-04-12 00:29:37 main:574] : INFO : Epoch 1644 | loss: 0.031109 | val_loss: 0.0311719 | Time: 4259.72 ms [2022-04-12 00:29:42 main:574] : INFO : Epoch 1645 | loss: 0.0311076 | val_loss: 0.0311649 | Time: 4353.72 ms [2022-04-12 00:29:46 main:574] : INFO : Epoch 1646 | loss: 0.0311085 | val_loss: 0.0311738 | Time: 4412.94 ms [2022-04-12 00:29:50 main:574] : INFO : Epoch 1647 | loss: 0.0311085 | val_loss: 0.0311633 | Time: 4231.14 ms [2022-04-12 00:29:54 main:574] : INFO : Epoch 1648 | loss: 0.031106 | val_loss: 0.031166 | Time: 4275.62 ms [2022-04-12 00:29:59 main:574] : INFO : Epoch 1649 | loss: 0.0311055 | val_loss: 0.0311668 | Time: 4322.16 ms [2022-04-12 00:30:03 main:574] : INFO : Epoch 1650 | loss: 0.0311054 | val_loss: 0.0311651 | Time: 4361.34 ms [2022-04-12 00:30:08 main:574] : INFO : Epoch 1651 | loss: 0.0311067 | val_loss: 0.0311647 | Time: 4337.4 ms [2022-04-12 00:30:12 main:574] : INFO : Epoch 1652 | loss: 0.0311061 | val_loss: 0.0311689 | Time: 4305.46 ms [2022-04-12 00:30:16 main:574] : INFO : Epoch 1653 | loss: 0.0311075 | val_loss: 0.0311737 | Time: 4234.14 ms [2022-04-12 00:30:20 main:574] : INFO : Epoch 1654 | loss: 0.0311092 | val_loss: 0.0311615 | Time: 4317.16 ms [2022-04-12 00:30:25 main:574] : INFO : Epoch 1655 | loss: 0.0311076 | val_loss: 0.0311722 | Time: 4312.07 ms [2022-04-12 00:30:29 main:574] : INFO : Epoch 1656 | loss: 0.0311052 | val_loss: 0.031165 | Time: 4245.31 ms [2022-04-12 00:30:33 main:574] : INFO : Epoch 1657 | loss: 0.0311033 | val_loss: 0.0311644 | Time: 4298.23 ms [2022-04-12 00:30:38 main:574] : INFO : Epoch 1658 | loss: 0.0311032 | val_loss: 0.0311629 | Time: 4293.21 ms [2022-04-12 00:30:42 main:574] : INFO : Epoch 1659 | loss: 0.0311046 | val_loss: 0.031167 | Time: 4261.61 ms [2022-04-12 00:30:46 main:574] : INFO : Epoch 1660 | loss: 0.031107 | val_loss: 0.0311689 | Time: 4246.29 ms [2022-04-12 00:30:50 main:574] : INFO : Epoch 1661 | loss: 0.0311053 | val_loss: 0.0311656 | Time: 4296.25 ms [2022-04-12 00:30:55 main:574] : INFO : Epoch 1662 | loss: 0.0311055 | val_loss: 0.0311707 | Time: 4319.39 ms [2022-04-12 00:30:59 main:574] : INFO : Epoch 1663 | loss: 0.0311091 | val_loss: 0.0311674 | Time: 4407.98 ms [2022-04-12 00:31:03 main:574] : INFO : Epoch 1664 | loss: 0.0311073 | val_loss: 0.0311697 | Time: 4304.92 ms [2022-04-12 00:31:08 main:574] : INFO : Epoch 1665 | loss: 0.0311052 | val_loss: 0.0311697 | Time: 4323.46 ms [2022-04-12 00:31:12 main:574] : INFO : Epoch 1666 | loss: 0.0311055 | val_loss: 0.0311673 | Time: 4364.58 ms [2022-04-12 00:31:16 main:574] : INFO : Epoch 1667 | loss: 0.031104 | val_loss: 0.0311702 | Time: 4310.19 ms [2022-04-12 00:31:21 main:574] : INFO : Epoch 1668 | loss: 0.0311018 | val_loss: 0.0311702 | Time: 4308.44 ms [2022-04-12 00:31:25 main:574] : INFO : Epoch 1669 | loss: 0.0311042 | val_loss: 0.0311651 | Time: 4325.52 ms [2022-04-12 00:31:29 main:574] : INFO : Epoch 1670 | loss: 0.0311181 | val_loss: 0.0311568 | Time: 4295.57 ms [2022-04-12 00:31:34 main:574] : INFO : Epoch 1671 | loss: 0.0311179 | val_loss: 0.0311633 | Time: 4304.51 ms [2022-04-12 00:31:38 main:574] : INFO : Epoch 1672 | loss: 0.0311141 | val_loss: 0.0311623 | Time: 4281 ms [2022-04-12 00:31:42 main:574] : INFO : Epoch 1673 | loss: 0.0311155 | val_loss: 0.0311695 | Time: 4294.91 ms [2022-04-12 00:31:47 main:574] : INFO : Epoch 1674 | loss: 0.0311147 | val_loss: 0.031165 | Time: 4249.93 ms [2022-04-12 00:31:51 main:574] : INFO : Epoch 1675 | loss: 0.0311106 | val_loss: 0.0311685 | Time: 4277.77 ms [2022-04-12 00:31:55 main:574] : INFO : Epoch 1676 | loss: 0.0311096 | val_loss: 0.0311695 | Time: 4258.74 ms [2022-04-12 00:31:59 main:574] : INFO : Epoch 1677 | loss: 0.0311103 | val_loss: 0.0311638 | Time: 4306.71 ms [2022-04-12 00:32:04 main:574] : INFO : Epoch 1678 | loss: 0.031126 | val_loss: 0.0311581 | Time: 4312.01 ms [2022-04-12 00:32:08 main:574] : INFO : Epoch 1679 | loss: 0.0311263 | val_loss: 0.0311579 | Time: 4323.46 ms [2022-04-12 00:32:12 main:574] : INFO : Epoch 1680 | loss: 0.03112 | val_loss: 0.0311642 | Time: 4283.38 ms [2022-04-12 00:32:17 main:574] : INFO : Epoch 1681 | loss: 0.0311163 | val_loss: 0.0311634 | Time: 4325.02 ms [2022-04-12 00:32:21 main:574] : INFO : Epoch 1682 | loss: 0.0311152 | val_loss: 0.0311655 | Time: 4320.55 ms [2022-04-12 00:32:25 main:574] : INFO : Epoch 1683 | loss: 0.031112 | val_loss: 0.0311608 | Time: 4318.2 ms [2022-04-12 00:32:30 main:574] : INFO : Epoch 1684 | loss: 0.0311135 | val_loss: 0.0311619 | Time: 4236.96 ms [2022-04-12 00:32:34 main:574] : INFO : Epoch 1685 | loss: 0.0311142 | val_loss: 0.0311671 | Time: 4315.7 ms [2022-04-12 00:32:38 main:574] : INFO : Epoch 1686 | loss: 0.0311093 | val_loss: 0.0311616 | Time: 4327.2 ms [2022-04-12 00:32:42 main:574] : INFO : Epoch 1687 | loss: 0.03111 | val_loss: 0.0311571 | Time: 4279.36 ms [2022-04-12 00:32:47 main:574] : INFO : Epoch 1688 | loss: 0.0311127 | val_loss: 0.031161 | Time: 4302.48 ms [2022-04-12 00:32:51 main:574] : INFO : Epoch 1689 | loss: 0.0311135 | val_loss: 0.0311581 | Time: 4309.46 ms [2022-04-12 00:32:55 main:574] : INFO : Epoch 1690 | loss: 0.0311106 | val_loss: 0.0311698 | Time: 4315.31 ms [2022-04-12 00:33:00 main:574] : INFO : Epoch 1691 | loss: 0.0311068 | val_loss: 0.0311672 | Time: 4316.19 ms [2022-04-12 00:33:04 main:574] : INFO : Epoch 1692 | loss: 0.0311049 | val_loss: 0.0311647 | Time: 4341.69 ms [2022-04-12 00:33:08 main:574] : INFO : Epoch 1693 | loss: 0.031105 | val_loss: 0.031168 | Time: 4278.43 ms [2022-04-12 00:33:13 main:574] : INFO : Epoch 1694 | loss: 0.0311057 | val_loss: 0.0311611 | Time: 4248.16 ms [2022-04-12 00:33:17 main:574] : INFO : Epoch 1695 | loss: 0.031106 | val_loss: 0.0311686 | Time: 4253.61 ms [2022-04-12 00:33:21 main:574] : INFO : Epoch 1696 | loss: 0.0311058 | val_loss: 0.031169 | Time: 4326.86 ms [2022-04-12 00:33:25 main:574] : INFO : Epoch 1697 | loss: 0.0311034 | val_loss: 0.031168 | Time: 4280.11 ms [2022-04-12 00:33:31 main:574] : INFO : Epoch 1698 | loss: 0.0311013 | val_loss: 0.0311667 | Time: 5181.3 ms [2022-04-12 00:33:35 main:574] : INFO : Epoch 1699 | loss: 0.0311005 | val_loss: 0.0311681 | Time: 4306.79 ms [2022-04-12 00:33:39 main:574] : INFO : Epoch 1700 | loss: 0.0311002 | val_loss: 0.0311679 | Time: 4420.39 ms [2022-04-12 00:33:44 main:574] : INFO : Epoch 1701 | loss: 0.0311057 | val_loss: 0.0311602 | Time: 4388.16 ms [2022-04-12 00:33:48 main:574] : INFO : Epoch 1702 | loss: 0.0311098 | val_loss: 0.031173 | Time: 4368.99 ms [2022-04-12 00:33:53 main:574] : INFO : Epoch 1703 | loss: 0.0311088 | val_loss: 0.03116 | Time: 4352.1 ms [2022-04-12 00:33:57 main:574] : INFO : Epoch 1704 | loss: 0.0311093 | val_loss: 0.0311695 | Time: 4343.5 ms [2022-04-12 00:34:01 main:574] : INFO : Epoch 1705 | loss: 0.0311062 | val_loss: 0.0311639 | Time: 4328.07 ms [2022-04-12 00:34:06 main:574] : INFO : Epoch 1706 | loss: 0.0311032 | val_loss: 0.0311658 | Time: 4385.4 ms [2022-04-12 00:34:10 main:574] : INFO : Epoch 1707 | loss: 0.0311053 | val_loss: 0.0311668 | Time: 4389.51 ms [2022-04-12 00:34:14 main:574] : INFO : Epoch 1708 | loss: 0.0311068 | val_loss: 0.0311737 | Time: 4327.89 ms [2022-04-12 00:34:19 main:574] : INFO : Epoch 1709 | loss: 0.0311086 | val_loss: 0.0311684 | Time: 4320.74 ms [2022-04-12 00:34:23 main:574] : INFO : Epoch 1710 | loss: 0.0311139 | val_loss: 0.0311698 | Time: 4302.15 ms [2022-04-12 00:34:27 main:574] : INFO : Epoch 1711 | loss: 0.031113 | val_loss: 0.0311721 | Time: 4363.47 ms [2022-04-12 00:34:32 main:574] : INFO : Epoch 1712 | loss: 0.0311079 | val_loss: 0.0311743 | Time: 4291.83 ms [2022-04-12 00:34:36 main:574] : INFO : Epoch 1713 | loss: 0.0311025 | val_loss: 0.0311696 | Time: 4327.89 ms [2022-04-12 00:34:40 main:574] : INFO : Epoch 1714 | loss: 0.0311015 | val_loss: 0.031174 | Time: 4385.25 ms [2022-04-12 00:34:45 main:574] : INFO : Epoch 1715 | loss: 0.0311056 | val_loss: 0.031168 | Time: 4313.27 ms [2022-04-12 00:34:49 main:574] : INFO : Epoch 1716 | loss: 0.0311021 | val_loss: 0.031181 | Time: 4333.61 ms [2022-04-12 00:34:53 main:574] : INFO : Epoch 1717 | loss: 0.0311002 | val_loss: 0.0311702 | Time: 4345.99 ms [2022-04-12 00:34:58 main:574] : INFO : Epoch 1718 | loss: 0.0311014 | val_loss: 0.0311696 | Time: 4392.25 ms [2022-04-12 00:35:02 main:574] : INFO : Epoch 1719 | loss: 0.031103 | val_loss: 0.031171 | Time: 4520.25 ms [2022-04-12 00:35:07 main:574] : INFO : Epoch 1720 | loss: 0.0311059 | val_loss: 0.0311618 | Time: 4357.48 ms [2022-04-12 00:35:11 main:574] : INFO : Epoch 1721 | loss: 0.0311014 | val_loss: 0.0311662 | Time: 4352.37 ms [2022-04-12 00:35:15 main:574] : INFO : Epoch 1722 | loss: 0.0311025 | val_loss: 0.0311637 | Time: 4404.57 ms [2022-04-12 00:35:20 main:574] : INFO : Epoch 1723 | loss: 0.0311026 | val_loss: 0.0311673 | Time: 4328.71 ms [2022-04-12 00:35:24 main:574] : INFO : Epoch 1724 | loss: 0.0311044 | val_loss: 0.0311651 | Time: 4383.84 ms [2022-04-12 00:35:28 main:574] : INFO : Epoch 1725 | loss: 0.0311023 | val_loss: 0.0311655 | Time: 4348.57 ms [2022-04-12 00:35:33 main:574] : INFO : Epoch 1726 | loss: 0.0311048 | val_loss: 0.0311611 | Time: 4280.99 ms [2022-04-12 00:35:37 main:574] : INFO : Epoch 1727 | loss: 0.0311021 | val_loss: 0.0311715 | Time: 4339.81 ms [2022-04-12 00:35:41 main:574] : INFO : Epoch 1728 | loss: 0.031101 | val_loss: 0.0311669 | Time: 4360.58 ms [2022-04-12 00:35:46 main:574] : INFO : Epoch 1729 | loss: 0.031097 | val_loss: 0.0311718 | Time: 4330.74 ms [2022-04-12 00:35:50 main:574] : INFO : Epoch 1730 | loss: 0.0310975 | val_loss: 0.0311696 | Time: 4357 ms [2022-04-12 00:35:55 main:574] : INFO : Epoch 1731 | loss: 0.0311013 | val_loss: 0.0311641 | Time: 4393.73 ms [2022-04-12 00:35:59 main:574] : INFO : Epoch 1732 | loss: 0.0311054 | val_loss: 0.0311697 | Time: 4378.81 ms [2022-04-12 00:36:03 main:574] : INFO : Epoch 1733 | loss: 0.0311035 | val_loss: 0.0311636 | Time: 4451.11 ms [2022-04-12 00:36:08 main:574] : INFO : Epoch 1734 | loss: 0.0311058 | val_loss: 0.0311667 | Time: 4390 ms [2022-04-12 00:36:12 main:574] : INFO : Epoch 1735 | loss: 0.0311043 | val_loss: 0.0311667 | Time: 4349.27 ms [2022-04-12 00:36:17 main:574] : INFO : Epoch 1736 | loss: 0.0310999 | val_loss: 0.0311619 | Time: 4398.99 ms [2022-04-12 00:36:21 main:574] : INFO : Epoch 1737 | loss: 0.031098 | val_loss: 0.0311699 | Time: 4420.25 ms [2022-04-12 00:36:25 main:574] : INFO : Epoch 1738 | loss: 0.0310983 | val_loss: 0.0311732 | Time: 4395.89 ms [2022-04-12 00:36:30 main:574] : INFO : Epoch 1739 | loss: 0.0310976 | val_loss: 0.0311727 | Time: 4429.98 ms [2022-04-12 00:36:34 main:574] : INFO : Epoch 1740 | loss: 0.031097 | val_loss: 0.0311712 | Time: 4444.46 ms [2022-04-12 00:36:39 main:574] : INFO : Epoch 1741 | loss: 0.0310981 | val_loss: 0.0311695 | Time: 4333.56 ms [2022-04-12 00:36:43 main:574] : INFO : Epoch 1742 | loss: 0.0310992 | val_loss: 0.0311751 | Time: 4356.17 ms [2022-04-12 00:36:47 main:574] : INFO : Epoch 1743 | loss: 0.0310996 | val_loss: 0.0311777 | Time: 4380.75 ms [2022-04-12 00:36:52 main:574] : INFO : Epoch 1744 | loss: 0.0310989 | val_loss: 0.0311707 | Time: 4371.68 ms [2022-04-12 00:36:56 main:574] : INFO : Epoch 1745 | loss: 0.0310987 | val_loss: 0.0311711 | Time: 4314 ms [2022-04-12 00:37:01 main:574] : INFO : Epoch 1746 | loss: 0.0310991 | val_loss: 0.0311656 | Time: 4462.72 ms [2022-04-12 00:37:05 main:574] : INFO : Epoch 1747 | loss: 0.0310995 | val_loss: 0.031168 | Time: 4351.1 ms [2022-04-12 00:37:09 main:574] : INFO : Epoch 1748 | loss: 0.0311025 | val_loss: 0.0311676 | Time: 4311.71 ms [2022-04-12 00:37:14 main:574] : INFO : Epoch 1749 | loss: 0.0311015 | val_loss: 0.0311654 | Time: 4391.91 ms [2022-04-12 00:37:18 main:574] : INFO : Epoch 1750 | loss: 0.0311005 | val_loss: 0.0311714 | Time: 4406.32 ms [2022-04-12 00:37:22 main:574] : INFO : Epoch 1751 | loss: 0.0311002 | val_loss: 0.0311664 | Time: 4374.01 ms [2022-04-12 00:37:27 main:574] : INFO : Epoch 1752 | loss: 0.0311029 | val_loss: 0.0311669 | Time: 4418.46 ms [2022-04-12 00:37:31 main:574] : INFO : Epoch 1753 | loss: 0.0311002 | val_loss: 0.0311691 | Time: 4372.06 ms [2022-04-12 00:37:36 main:574] : INFO : Epoch 1754 | loss: 0.0311003 | val_loss: 0.0311751 | Time: 4374.2 ms [2022-04-12 00:37:40 main:574] : INFO : Epoch 1755 | loss: 0.0311035 | val_loss: 0.031169 | Time: 4340.79 ms [2022-04-12 00:37:44 main:574] : INFO : Epoch 1756 | loss: 0.0311069 | val_loss: 0.0311681 | Time: 4328.25 ms [2022-04-12 00:37:49 main:574] : INFO : Epoch 1757 | loss: 0.0311048 | val_loss: 0.0311732 | Time: 4523.58 ms [2022-04-12 00:37:53 main:574] : INFO : Epoch 1758 | loss: 0.0311046 | val_loss: 0.0311676 | Time: 4386.63 ms [2022-04-12 00:37:58 main:574] : INFO : Epoch 1759 | loss: 0.0311053 | val_loss: 0.0311673 | Time: 4383.03 ms [2022-04-12 00:38:02 main:574] : INFO : Epoch 1760 | loss: 0.031103 | val_loss: 0.0311698 | Time: 4513.27 ms [2022-04-12 00:38:07 main:574] : INFO : Epoch 1761 | loss: 0.0311037 | val_loss: 0.0311676 | Time: 4733.4 ms [2022-04-12 00:38:12 main:574] : INFO : Epoch 1762 | loss: 0.0311069 | val_loss: 0.0311813 | Time: 5150.04 ms [2022-04-12 00:38:16 main:574] : INFO : Epoch 1763 | loss: 0.0311043 | val_loss: 0.0311755 | Time: 4485.52 ms [2022-04-12 00:38:21 main:574] : INFO : Epoch 1764 | loss: 0.0311038 | val_loss: 0.0311761 | Time: 4428.71 ms [2022-04-12 00:38:25 main:574] : INFO : Epoch 1765 | loss: 0.0311032 | val_loss: 0.0311796 | Time: 4409.81 ms [2022-04-12 00:38:30 main:574] : INFO : Epoch 1766 | loss: 0.0311056 | val_loss: 0.0311712 | Time: 4442.03 ms [2022-04-12 00:38:34 main:574] : INFO : Epoch 1767 | loss: 0.0311079 | val_loss: 0.0311693 | Time: 4535.71 ms [2022-04-12 00:38:39 main:574] : INFO : Epoch 1768 | loss: 0.031105 | val_loss: 0.0311695 | Time: 4615.21 ms [2022-04-12 00:38:44 main:574] : INFO : Epoch 1769 | loss: 0.031108 | val_loss: 0.0311681 | Time: 4623.52 ms [2022-04-12 00:38:48 main:574] : INFO : Epoch 1770 | loss: 0.0311093 | val_loss: 0.031172 | Time: 4598.02 ms [2022-04-12 00:38:53 main:574] : INFO : Epoch 1771 | loss: 0.031106 | val_loss: 0.0311684 | Time: 4602.04 ms [2022-04-12 00:38:57 main:574] : INFO : Epoch 1772 | loss: 0.031106 | val_loss: 0.0311659 | Time: 4548.17 ms [2022-04-12 00:39:02 main:574] : INFO : Epoch 1773 | loss: 0.0311133 | val_loss: 0.0311656 | Time: 4628.83 ms [2022-04-12 00:39:07 main:574] : INFO : Epoch 1774 | loss: 0.0311112 | val_loss: 0.0311679 | Time: 4615.55 ms [2022-04-12 00:39:11 main:574] : INFO : Epoch 1775 | loss: 0.0311171 | val_loss: 0.0311637 | Time: 4580.83 ms [2022-04-12 00:39:16 main:574] : INFO : Epoch 1776 | loss: 0.0311192 | val_loss: 0.0311606 | Time: 4565.41 ms [2022-04-12 00:39:20 main:574] : INFO : Epoch 1777 | loss: 0.0311182 | val_loss: 0.031161 | Time: 4602.18 ms [2022-04-12 00:39:25 main:574] : INFO : Epoch 1778 | loss: 0.031117 | val_loss: 0.0311579 | Time: 4613.55 ms [2022-04-12 00:39:30 main:574] : INFO : Epoch 1779 | loss: 0.031113 | val_loss: 0.0311621 | Time: 4643.93 ms [2022-04-12 00:39:34 main:574] : INFO : Epoch 1780 | loss: 0.031112 | val_loss: 0.0311634 | Time: 4620.5 ms [2022-04-12 00:39:39 main:574] : INFO : Epoch 1781 | loss: 0.0311065 | val_loss: 0.0311645 | Time: 4686.49 ms [2022-04-12 00:39:43 main:574] : INFO : Epoch 1782 | loss: 0.0311055 | val_loss: 0.031168 | Time: 4440.82 ms [2022-04-12 00:39:48 main:574] : INFO : Epoch 1783 | loss: 0.031105 | val_loss: 0.0311669 | Time: 4403.06 ms [2022-04-12 00:39:52 main:574] : INFO : Epoch 1784 | loss: 0.0311037 | val_loss: 0.031159 | Time: 4222.13 ms [2022-04-12 00:39:56 main:574] : INFO : Epoch 1785 | loss: 0.0311025 | val_loss: 0.0311651 | Time: 4392.32 ms [2022-04-12 00:40:01 main:574] : INFO : Epoch 1786 | loss: 0.0311061 | val_loss: 0.0311589 | Time: 4323.3 ms [2022-04-12 00:40:05 main:574] : INFO : Epoch 1787 | loss: 0.0311075 | val_loss: 0.031165 | Time: 4290.55 ms [2022-04-12 00:40:09 main:574] : INFO : Epoch 1788 | loss: 0.0311087 | val_loss: 0.0311647 | Time: 4340.38 ms [2022-04-12 00:40:14 main:574] : INFO : Epoch 1789 | loss: 0.0311085 | val_loss: 0.031163 | Time: 4389.8 ms [2022-04-12 00:40:18 main:574] : INFO : Epoch 1790 | loss: 0.0311225 | val_loss: 0.0311629 | Time: 4384.79 ms [2022-04-12 00:40:23 main:574] : INFO : Epoch 1791 | loss: 0.0311188 | val_loss: 0.031161 | Time: 4602.48 ms [2022-04-12 00:40:27 main:574] : INFO : Epoch 1792 | loss: 0.0311194 | val_loss: 0.0311579 | Time: 4512.84 ms [2022-04-12 00:40:32 main:574] : INFO : Epoch 1793 | loss: 0.0311201 | val_loss: 0.0311665 | Time: 4315.43 ms [2022-04-12 00:40:36 main:574] : INFO : Epoch 1794 | loss: 0.0311198 | val_loss: 0.0311638 | Time: 4305.33 ms [2022-04-12 00:40:40 main:574] : INFO : Epoch 1795 | loss: 0.0311171 | val_loss: 0.0311713 | Time: 4335.8 ms [2022-04-12 00:40:45 main:574] : INFO : Epoch 1796 | loss: 0.0311175 | val_loss: 0.0311607 | Time: 4344.65 ms [2022-04-12 00:40:49 main:574] : INFO : Epoch 1797 | loss: 0.0311183 | val_loss: 0.0311633 | Time: 4270.8 ms [2022-04-12 00:40:53 main:574] : INFO : Epoch 1798 | loss: 0.0311151 | val_loss: 0.0311595 | Time: 4357.29 ms [2022-04-12 00:40:57 main:574] : INFO : Epoch 1799 | loss: 0.0311109 | val_loss: 0.0311699 | Time: 4329.35 ms [2022-04-12 00:41:02 main:574] : INFO : Epoch 1800 | loss: 0.0311101 | val_loss: 0.0311597 | Time: 4351.54 ms [2022-04-12 00:41:06 main:574] : INFO : Epoch 1801 | loss: 0.0311092 | val_loss: 0.0311639 | Time: 4324.41 ms [2022-04-12 00:41:11 main:574] : INFO : Epoch 1802 | loss: 0.0311069 | val_loss: 0.0311658 | Time: 4355.75 ms [2022-04-12 00:41:15 main:574] : INFO : Epoch 1803 | loss: 0.0311057 | val_loss: 0.0311616 | Time: 4316.39 ms [2022-04-12 00:41:19 main:574] : INFO : Epoch 1804 | loss: 0.0311076 | val_loss: 0.0311686 | Time: 4311.38 ms [2022-04-12 00:41:24 main:574] : INFO : Epoch 1805 | loss: 0.0311063 | val_loss: 0.0311633 | Time: 4327.56 ms [2022-04-12 00:41:28 main:574] : INFO : Epoch 1806 | loss: 0.031104 | val_loss: 0.0311645 | Time: 4334.03 ms [2022-04-12 00:41:32 main:574] : INFO : Epoch 1807 | loss: 0.0311078 | val_loss: 0.0311632 | Time: 4331.89 ms [2022-04-12 00:41:36 main:574] : INFO : Epoch 1808 | loss: 0.0311093 | val_loss: 0.0311637 | Time: 4293.4 ms [2022-04-12 00:41:41 main:574] : INFO : Epoch 1809 | loss: 0.0311101 | val_loss: 0.0311631 | Time: 4339.78 ms [2022-04-12 00:41:45 main:574] : INFO : Epoch 1810 | loss: 0.0311074 | val_loss: 0.0311701 | Time: 4295.64 ms [2022-04-12 00:41:49 main:574] : INFO : Epoch 1811 | loss: 0.0311039 | val_loss: 0.0311673 | Time: 4299.03 ms [2022-04-12 00:41:54 main:574] : INFO : Epoch 1812 | loss: 0.0311022 | val_loss: 0.0311667 | Time: 4380.08 ms [2022-04-12 00:41:58 main:574] : INFO : Epoch 1813 | loss: 0.0311045 | val_loss: 0.0311582 | Time: 4387.11 ms [2022-04-12 00:42:03 main:574] : INFO : Epoch 1814 | loss: 0.0311085 | val_loss: 0.0311645 | Time: 4337.85 ms [2022-04-12 00:42:07 main:574] : INFO : Epoch 1815 | loss: 0.0311111 | val_loss: 0.0311581 | Time: 4317.87 ms [2022-04-12 00:42:11 main:574] : INFO : Epoch 1816 | loss: 0.0311124 | val_loss: 0.0311658 | Time: 4331.65 ms [2022-04-12 00:42:16 main:574] : INFO : Epoch 1817 | loss: 0.0311116 | val_loss: 0.0311568 | Time: 4319.48 ms [2022-04-12 00:42:20 main:574] : INFO : Epoch 1818 | loss: 0.0311095 | val_loss: 0.0311612 | Time: 4320.64 ms [2022-04-12 00:42:24 main:574] : INFO : Epoch 1819 | loss: 0.0311068 | val_loss: 0.0311636 | Time: 4274.33 ms [2022-04-12 00:42:28 main:574] : INFO : Epoch 1820 | loss: 0.0311074 | val_loss: 0.0311694 | Time: 4333.7 ms [2022-04-12 00:42:33 main:574] : INFO : Epoch 1821 | loss: 0.0311053 | val_loss: 0.0311641 | Time: 4285.51 ms [2022-04-12 00:42:37 main:574] : INFO : Epoch 1822 | loss: 0.0311038 | val_loss: 0.0311651 | Time: 4299.04 ms [2022-04-12 00:42:41 main:574] : INFO : Epoch 1823 | loss: 0.0311011 | val_loss: 0.0311624 | Time: 4322.84 ms [2022-04-12 00:42:46 main:574] : INFO : Epoch 1824 | loss: 0.0310994 | val_loss: 0.031164 | Time: 4306.86 ms [2022-04-12 00:42:50 main:574] : INFO : Epoch 1825 | loss: 0.0311008 | val_loss: 0.0311684 | Time: 4352.23 ms [2022-04-12 00:42:54 main:574] : INFO : Epoch 1826 | loss: 0.0311016 | val_loss: 0.0311662 | Time: 4306.54 ms [2022-04-12 00:42:59 main:574] : INFO : Epoch 1827 | loss: 0.0311006 | val_loss: 0.0311717 | Time: 4295.79 ms [2022-04-12 00:43:03 main:574] : INFO : Epoch 1828 | loss: 0.0310993 | val_loss: 0.0311647 | Time: 4479.58 ms [2022-04-12 00:43:07 main:574] : INFO : Epoch 1829 | loss: 0.0311028 | val_loss: 0.0311694 | Time: 4327.32 ms [2022-04-12 00:43:12 main:574] : INFO : Epoch 1830 | loss: 0.0311008 | val_loss: 0.0311624 | Time: 4295.26 ms [2022-04-12 00:43:16 main:574] : INFO : Epoch 1831 | loss: 0.0311022 | val_loss: 0.0311632 | Time: 4331.34 ms [2022-04-12 00:43:20 main:574] : INFO : Epoch 1832 | loss: 0.0311046 | val_loss: 0.0311621 | Time: 4316.2 ms [2022-04-12 00:43:25 main:574] : INFO : Epoch 1833 | loss: 0.0311144 | val_loss: 0.0311604 | Time: 4307.93 ms [2022-04-12 00:43:29 main:574] : INFO : Epoch 1834 | loss: 0.0311144 | val_loss: 0.031158 | Time: 4301.1 ms [2022-04-12 00:43:33 main:574] : INFO : Epoch 1835 | loss: 0.0311084 | val_loss: 0.0311673 | Time: 4367.79 ms [2022-04-12 00:43:38 main:574] : INFO : Epoch 1836 | loss: 0.0311056 | val_loss: 0.0311618 | Time: 4351.66 ms [2022-04-12 00:43:42 main:574] : INFO : Epoch 1837 | loss: 0.0311048 | val_loss: 0.0311641 | Time: 4381.52 ms [2022-04-12 00:43:47 main:574] : INFO : Epoch 1838 | loss: 0.0311013 | val_loss: 0.0311682 | Time: 4360.15 ms [2022-04-12 00:43:51 main:574] : INFO : Epoch 1839 | loss: 0.0311008 | val_loss: 0.0311663 | Time: 4296.07 ms [2022-04-12 00:43:55 main:574] : INFO : Epoch 1840 | loss: 0.0311003 | val_loss: 0.0311693 | Time: 4341.8 ms [2022-04-12 00:44:00 main:574] : INFO : Epoch 1841 | loss: 0.0311007 | val_loss: 0.0311633 | Time: 4330.76 ms [2022-04-12 00:44:04 main:574] : INFO : Epoch 1842 | loss: 0.0311039 | val_loss: 0.0311732 | Time: 4328.48 ms [2022-04-12 00:44:08 main:574] : INFO : Epoch 1843 | loss: 0.0311018 | val_loss: 0.0311695 | Time: 4323.21 ms [2022-04-12 00:44:13 main:574] : INFO : Epoch 1844 | loss: 0.0311013 | val_loss: 0.0311698 | Time: 4323.72 ms [2022-04-12 00:44:17 main:574] : INFO : Epoch 1845 | loss: 0.0311085 | val_loss: 0.0311616 | Time: 4289.17 ms [2022-04-12 00:44:21 main:574] : INFO : Epoch 1846 | loss: 0.0311081 | val_loss: 0.0311648 | Time: 4345.28 ms [2022-04-12 00:44:26 main:574] : INFO : Epoch 1847 | loss: 0.0311059 | val_loss: 0.0311643 | Time: 4408.93 ms [2022-04-12 00:44:30 main:574] : INFO : Epoch 1848 | loss: 0.0311059 | val_loss: 0.0311617 | Time: 4348.09 ms [2022-04-12 00:44:34 main:574] : INFO : Epoch 1849 | loss: 0.0311198 | val_loss: 0.0311699 | Time: 4278.83 ms [2022-04-12 00:44:39 main:574] : INFO : Epoch 1850 | loss: 0.0311274 | val_loss: 0.0311621 | Time: 4356.11 ms [2022-04-12 00:44:43 main:574] : INFO : Epoch 1851 | loss: 0.03112 | val_loss: 0.031163 | Time: 4277.49 ms [2022-04-12 00:44:47 main:574] : INFO : Epoch 1852 | loss: 0.0311129 | val_loss: 0.0311634 | Time: 4256.77 ms [2022-04-12 00:44:51 main:574] : INFO : Epoch 1853 | loss: 0.0311109 | val_loss: 0.0311639 | Time: 4340.16 ms [2022-04-12 00:44:56 main:574] : INFO : Epoch 1854 | loss: 0.0311133 | val_loss: 0.0311621 | Time: 4294.81 ms [2022-04-12 00:45:00 main:574] : INFO : Epoch 1855 | loss: 0.0311075 | val_loss: 0.031165 | Time: 4276.99 ms [2022-04-12 00:45:04 main:574] : INFO : Epoch 1856 | loss: 0.0311068 | val_loss: 0.0311674 | Time: 4313.36 ms [2022-04-12 00:45:09 main:574] : INFO : Epoch 1857 | loss: 0.0311066 | val_loss: 0.0311637 | Time: 4326.79 ms [2022-04-12 00:45:13 main:574] : INFO : Epoch 1858 | loss: 0.0311053 | val_loss: 0.0311619 | Time: 4295.76 ms [2022-04-12 00:45:17 main:574] : INFO : Epoch 1859 | loss: 0.031104 | val_loss: 0.0311661 | Time: 4356.35 ms [2022-04-12 00:45:22 main:574] : INFO : Epoch 1860 | loss: 0.0311039 | val_loss: 0.0311616 | Time: 4451.17 ms [2022-04-12 00:45:26 main:574] : INFO : Epoch 1861 | loss: 0.0311033 | val_loss: 0.0311703 | Time: 4321.03 ms [2022-04-12 00:45:30 main:574] : INFO : Epoch 1862 | loss: 0.0311059 | val_loss: 0.0311642 | Time: 4347.76 ms [2022-04-12 00:45:35 main:574] : INFO : Epoch 1863 | loss: 0.0311042 | val_loss: 0.0311677 | Time: 4401.58 ms [2022-04-12 00:45:39 main:574] : INFO : Epoch 1864 | loss: 0.0311015 | val_loss: 0.0311695 | Time: 4350.1 ms [2022-04-12 00:45:44 main:574] : INFO : Epoch 1865 | loss: 0.0311007 | val_loss: 0.0311703 | Time: 4360.78 ms [2022-04-12 00:45:48 main:574] : INFO : Epoch 1866 | loss: 0.0311038 | val_loss: 0.0311634 | Time: 4328.17 ms [2022-04-12 00:45:52 main:574] : INFO : Epoch 1867 | loss: 0.0311029 | val_loss: 0.0311651 | Time: 4308.7 ms [2022-04-12 00:45:57 main:574] : INFO : Epoch 1868 | loss: 0.0311048 | val_loss: 0.0311652 | Time: 4319.75 ms [2022-04-12 00:46:01 main:574] : INFO : Epoch 1869 | loss: 0.0311058 | val_loss: 0.0311728 | Time: 4325.63 ms [2022-04-12 00:46:05 main:574] : INFO : Epoch 1870 | loss: 0.031103 | val_loss: 0.0311677 | Time: 4283.5 ms [2022-04-12 00:46:09 main:574] : INFO : Epoch 1871 | loss: 0.0311012 | val_loss: 0.0311751 | Time: 4286.8 ms [2022-04-12 00:46:14 main:574] : INFO : Epoch 1872 | loss: 0.0311011 | val_loss: 0.0311659 | Time: 4331.73 ms [2022-04-12 00:46:18 main:574] : INFO : Epoch 1873 | loss: 0.0311068 | val_loss: 0.0311718 | Time: 4305.69 ms [2022-04-12 00:46:22 main:574] : INFO : Epoch 1874 | loss: 0.0311095 | val_loss: 0.0311675 | Time: 4260.07 ms [2022-04-12 00:46:27 main:574] : INFO : Epoch 1875 | loss: 0.0311118 | val_loss: 0.0311631 | Time: 4282.63 ms [2022-04-12 00:46:31 main:574] : INFO : Epoch 1876 | loss: 0.0311222 | val_loss: 0.0311717 | Time: 4297.98 ms [2022-04-12 00:46:35 main:574] : INFO : Epoch 1877 | loss: 0.0311312 | val_loss: 0.0311615 | Time: 4342.93 ms [2022-04-12 00:46:40 main:574] : INFO : Epoch 1878 | loss: 0.0311236 | val_loss: 0.0311597 | Time: 4364.67 ms [2022-04-12 00:46:44 main:574] : INFO : Epoch 1879 | loss: 0.0311177 | val_loss: 0.0311617 | Time: 4372.12 ms [2022-04-12 00:46:48 main:574] : INFO : Epoch 1880 | loss: 0.0311139 | val_loss: 0.031164 | Time: 4398.39 ms [2022-04-12 00:46:52 main:574] : INFO : Epoch 1881 | loss: 0.0311115 | val_loss: 0.0311643 | Time: 3993.23 ms [2022-04-12 00:46:57 main:574] : INFO : Epoch 1882 | loss: 0.0311113 | val_loss: 0.0311677 | Time: 4207.69 ms [2022-04-12 00:47:01 main:574] : INFO : Epoch 1883 | loss: 0.0311098 | val_loss: 0.0311602 | Time: 4252.6 ms [2022-04-12 00:47:05 main:574] : INFO : Epoch 1884 | loss: 0.031112 | val_loss: 0.0311538 | Time: 4045.79 ms [2022-04-12 00:47:09 main:574] : INFO : Epoch 1885 | loss: 0.0311114 | val_loss: 0.0311648 | Time: 4011.55 ms [2022-04-12 00:47:13 main:574] : INFO : Epoch 1886 | loss: 0.0311079 | val_loss: 0.0311615 | Time: 4361.5 ms [2022-04-12 00:47:18 main:574] : INFO : Epoch 1887 | loss: 0.0311116 | val_loss: 0.0311623 | Time: 4419.26 ms [2022-04-12 00:47:22 main:574] : INFO : Epoch 1888 | loss: 0.0311091 | val_loss: 0.0311646 | Time: 4368.24 ms [2022-04-12 00:47:26 main:574] : INFO : Epoch 1889 | loss: 0.0311067 | val_loss: 0.0311604 | Time: 4290.02 ms [2022-04-12 00:47:31 main:574] : INFO : Epoch 1890 | loss: 0.031105 | val_loss: 0.0311649 | Time: 4360.07 ms [2022-04-12 00:47:35 main:574] : INFO : Epoch 1891 | loss: 0.0311022 | val_loss: 0.0311629 | Time: 4353.66 ms [2022-04-12 00:47:40 main:574] : INFO : Epoch 1892 | loss: 0.0311012 | val_loss: 0.0311671 | Time: 4348.88 ms [2022-04-12 00:47:44 main:574] : INFO : Epoch 1893 | loss: 0.0311003 | val_loss: 0.0311675 | Time: 4347.22 ms [2022-04-12 00:47:48 main:574] : INFO : Epoch 1894 | loss: 0.0311095 | val_loss: 0.0311569 | Time: 4350.08 ms [2022-04-12 00:47:53 main:574] : INFO : Epoch 1895 | loss: 0.0311053 | val_loss: 0.0311635 | Time: 4364.83 ms [2022-04-12 00:47:57 main:574] : INFO : Epoch 1896 | loss: 0.0311115 | val_loss: 0.031162 | Time: 4426.17 ms [2022-04-12 00:48:01 main:574] : INFO : Epoch 1897 | loss: 0.0311094 | val_loss: 0.0311572 | Time: 4355.59 ms [2022-04-12 00:48:06 main:574] : INFO : Epoch 1898 | loss: 0.0311067 | val_loss: 0.0311591 | Time: 4325.47 ms [2022-04-12 00:48:10 main:574] : INFO : Epoch 1899 | loss: 0.0311039 | val_loss: 0.0311645 | Time: 4345.45 ms [2022-04-12 00:48:14 main:574] : INFO : Epoch 1900 | loss: 0.0311044 | val_loss: 0.0311599 | Time: 4312.78 ms [2022-04-12 00:48:19 main:574] : INFO : Epoch 1901 | loss: 0.0311046 | val_loss: 0.0311678 | Time: 4324.77 ms [2022-04-12 00:48:23 main:574] : INFO : Epoch 1902 | loss: 0.0311019 | val_loss: 0.0311649 | Time: 4313.51 ms [2022-04-12 00:48:27 main:574] : INFO : Epoch 1903 | loss: 0.031105 | val_loss: 0.0311579 | Time: 4258.53 ms [2022-04-12 00:48:32 main:574] : INFO : Epoch 1904 | loss: 0.0311017 | val_loss: 0.0311611 | Time: 4396.56 ms [2022-04-12 00:48:36 main:574] : INFO : Epoch 1905 | loss: 0.0311001 | val_loss: 0.0311613 | Time: 4340.35 ms [2022-04-12 00:48:40 main:574] : INFO : Epoch 1906 | loss: 0.031102 | val_loss: 0.0311632 | Time: 4313.04 ms [2022-04-12 00:48:45 main:574] : INFO : Epoch 1907 | loss: 0.031119 | val_loss: 0.0311648 | Time: 4352.21 ms [2022-04-12 00:48:49 main:574] : INFO : Epoch 1908 | loss: 0.0311191 | val_loss: 0.0311561 | Time: 4329.63 ms [2022-04-12 00:48:53 main:574] : INFO : Epoch 1909 | loss: 0.0311308 | val_loss: 0.0311626 | Time: 4318.94 ms [2022-04-12 00:48:58 main:574] : INFO : Epoch 1910 | loss: 0.03112 | val_loss: 0.0311541 | Time: 4279.79 ms [2022-04-12 00:49:02 main:574] : INFO : Epoch 1911 | loss: 0.0311151 | val_loss: 0.0311623 | Time: 4343.73 ms [2022-04-12 00:49:06 main:574] : INFO : Epoch 1912 | loss: 0.0311142 | val_loss: 0.0311609 | Time: 4331.25 ms [2022-04-12 00:49:11 main:574] : INFO : Epoch 1913 | loss: 0.0311184 | val_loss: 0.0311561 | Time: 4376.41 ms [2022-04-12 00:49:15 main:574] : INFO : Epoch 1914 | loss: 0.0311174 | val_loss: 0.0311592 | Time: 4332.81 ms [2022-04-12 00:49:19 main:574] : INFO : Epoch 1915 | loss: 0.0311142 | val_loss: 0.0311705 | Time: 4355.75 ms [2022-04-12 00:49:24 main:574] : INFO : Epoch 1916 | loss: 0.0311125 | val_loss: 0.0311609 | Time: 4305.81 ms [2022-04-12 00:49:28 main:574] : INFO : Epoch 1917 | loss: 0.0311108 | val_loss: 0.0311563 | Time: 4328.88 ms [2022-04-12 00:49:32 main:574] : INFO : Epoch 1918 | loss: 0.0311092 | val_loss: 0.0311605 | Time: 4412.42 ms [2022-04-12 00:49:37 main:574] : INFO : Epoch 1919 | loss: 0.0311073 | val_loss: 0.0311621 | Time: 4418.86 ms [2022-04-12 00:49:41 main:574] : INFO : Epoch 1920 | loss: 0.0311141 | val_loss: 0.031156 | Time: 4359.24 ms [2022-04-12 00:49:46 main:574] : INFO : Epoch 1921 | loss: 0.0311164 | val_loss: 0.0311666 | Time: 4331.59 ms [2022-04-12 00:49:50 main:574] : INFO : Epoch 1922 | loss: 0.0311109 | val_loss: 0.0311655 | Time: 4363.08 ms [2022-04-12 00:49:54 main:574] : INFO : Epoch 1923 | loss: 0.0311095 | val_loss: 0.0311578 | Time: 4350.85 ms [2022-04-12 00:49:59 main:574] : INFO : Epoch 1924 | loss: 0.0311074 | val_loss: 0.0311671 | Time: 4328.09 ms [2022-04-12 00:50:03 main:574] : INFO : Epoch 1925 | loss: 0.0311056 | val_loss: 0.0311594 | Time: 4323.17 ms [2022-04-12 00:50:07 main:574] : INFO : Epoch 1926 | loss: 0.0311024 | val_loss: 0.0311609 | Time: 4353.49 ms [2022-04-12 00:50:12 main:574] : INFO : Epoch 1927 | loss: 0.0311068 | val_loss: 0.0311624 | Time: 4340.95 ms [2022-04-12 00:50:16 main:574] : INFO : Epoch 1928 | loss: 0.0311039 | val_loss: 0.0311635 | Time: 4306.26 ms [2022-04-12 00:50:20 main:574] : INFO : Epoch 1929 | loss: 0.031102 | val_loss: 0.0311699 | Time: 4406.74 ms [2022-04-12 00:50:25 main:574] : INFO : Epoch 1930 | loss: 0.031105 | val_loss: 0.0311676 | Time: 4310.43 ms [2022-04-12 00:50:29 main:574] : INFO : Epoch 1931 | loss: 0.0310999 | val_loss: 0.0311616 | Time: 4370.59 ms [2022-04-12 00:50:33 main:574] : INFO : Epoch 1932 | loss: 0.0311012 | val_loss: 0.031161 | Time: 4357.35 ms [2022-04-12 00:50:38 main:574] : INFO : Epoch 1933 | loss: 0.0311005 | val_loss: 0.0311651 | Time: 4355.79 ms [2022-04-12 00:50:42 main:574] : INFO : Epoch 1934 | loss: 0.0311028 | val_loss: 0.0311646 | Time: 4317.64 ms [2022-04-12 00:50:46 main:574] : INFO : Epoch 1935 | loss: 0.0311003 | val_loss: 0.0311654 | Time: 4340.59 ms [2022-04-12 00:50:51 main:574] : INFO : Epoch 1936 | loss: 0.0311047 | val_loss: 0.0311597 | Time: 4243.5 ms [2022-04-12 00:50:55 main:574] : INFO : Epoch 1937 | loss: 0.0311009 | val_loss: 0.0311699 | Time: 4371.19 ms [2022-04-12 00:50:59 main:574] : INFO : Epoch 1938 | loss: 0.0310985 | val_loss: 0.0311626 | Time: 4333.82 ms [2022-04-12 00:51:04 main:574] : INFO : Epoch 1939 | loss: 0.0310984 | val_loss: 0.0311623 | Time: 4350.97 ms [2022-04-12 00:51:08 main:574] : INFO : Epoch 1940 | loss: 0.0311073 | val_loss: 0.0311656 | Time: 4375.53 ms [2022-04-12 00:51:12 main:574] : INFO : Epoch 1941 | loss: 0.0311174 | val_loss: 0.0311636 | Time: 4298.7 ms [2022-04-12 00:51:17 main:574] : INFO : Epoch 1942 | loss: 0.0311099 | val_loss: 0.0311676 | Time: 4333.31 ms [2022-04-12 00:51:21 main:574] : INFO : Epoch 1943 | loss: 0.0311079 | val_loss: 0.0311579 | Time: 4343.49 ms [2022-04-12 00:51:25 main:574] : INFO : Epoch 1944 | loss: 0.0311099 | val_loss: 0.0311691 | Time: 4287.19 ms [2022-04-12 00:51:30 main:574] : INFO : Epoch 1945 | loss: 0.0311073 | val_loss: 0.0311674 | Time: 4350.17 ms [2022-04-12 00:51:34 main:574] : INFO : Epoch 1946 | loss: 0.0311047 | val_loss: 0.0311646 | Time: 4346.54 ms [2022-04-12 00:51:38 main:574] : INFO : Epoch 1947 | loss: 0.0311065 | val_loss: 0.031163 | Time: 4290.04 ms [2022-04-12 00:51:43 main:574] : INFO : Epoch 1948 | loss: 0.0311077 | val_loss: 0.0311711 | Time: 4396.43 ms [2022-04-12 00:51:47 main:574] : INFO : Epoch 1949 | loss: 0.03111 | val_loss: 0.0311576 | Time: 4357.23 ms [2022-04-12 00:51:52 main:574] : INFO : Epoch 1950 | loss: 0.0311107 | val_loss: 0.031169 | Time: 4346.13 ms [2022-04-12 00:51:56 main:574] : INFO : Epoch 1951 | loss: 0.0311069 | val_loss: 0.0311671 | Time: 4335.07 ms [2022-04-12 00:52:00 main:574] : INFO : Epoch 1952 | loss: 0.0311036 | val_loss: 0.0311652 | Time: 4369.3 ms [2022-04-12 00:52:05 main:574] : INFO : Epoch 1953 | loss: 0.0311009 | val_loss: 0.0311665 | Time: 4312.73 ms [2022-04-12 00:52:09 main:574] : INFO : Epoch 1954 | loss: 0.0310993 | val_loss: 0.0311705 | Time: 4315.98 ms [2022-04-12 00:52:13 main:574] : INFO : Epoch 1955 | loss: 0.0311 | val_loss: 0.0311633 | Time: 4286.97 ms [2022-04-12 00:52:18 main:574] : INFO : Epoch 1956 | loss: 0.0311006 | val_loss: 0.0311635 | Time: 4351.8 ms [2022-04-12 00:52:22 main:574] : INFO : Epoch 1957 | loss: 0.0310999 | val_loss: 0.0311705 | Time: 4315.84 ms [2022-04-12 00:52:26 main:574] : INFO : Epoch 1958 | loss: 0.031099 | val_loss: 0.0311712 | Time: 4373.13 ms [2022-04-12 00:52:31 main:574] : INFO : Epoch 1959 | loss: 0.0311003 | val_loss: 0.0311728 | Time: 4324.76 ms [2022-04-12 00:52:35 main:574] : INFO : Epoch 1960 | loss: 0.0311012 | val_loss: 0.0311677 | Time: 4327.07 ms [2022-04-12 00:52:39 main:574] : INFO : Epoch 1961 | loss: 0.0310991 | val_loss: 0.0311747 | Time: 4338.95 ms [2022-04-12 00:52:44 main:574] : INFO : Epoch 1962 | loss: 0.0310969 | val_loss: 0.0311778 | Time: 4323.94 ms [2022-04-12 00:52:48 main:574] : INFO : Epoch 1963 | loss: 0.0310956 | val_loss: 0.0311707 | Time: 4323.97 ms [2022-04-12 00:52:52 main:574] : INFO : Epoch 1964 | loss: 0.0310973 | val_loss: 0.0311666 | Time: 4348.56 ms [2022-04-12 00:52:57 main:574] : INFO : Epoch 1965 | loss: 0.0310966 | val_loss: 0.0311618 | Time: 4369.56 ms [2022-04-12 00:53:01 main:574] : INFO : Epoch 1966 | loss: 0.0310977 | val_loss: 0.0311757 | Time: 4365.48 ms [2022-04-12 00:53:05 main:574] : INFO : Epoch 1967 | loss: 0.0310987 | val_loss: 0.0311657 | Time: 4299.15 ms [2022-04-12 00:53:10 main:574] : INFO : Epoch 1968 | loss: 0.0310953 | val_loss: 0.031166 | Time: 4322.65 ms [2022-04-12 00:53:14 main:574] : INFO : Epoch 1969 | loss: 0.0310963 | val_loss: 0.0311675 | Time: 4319.03 ms [2022-04-12 00:53:18 main:574] : INFO : Epoch 1970 | loss: 0.0310988 | val_loss: 0.031162 | Time: 4328.95 ms [2022-04-12 00:53:23 main:574] : INFO : Epoch 1971 | loss: 0.0310967 | val_loss: 0.0311611 | Time: 4362.78 ms [2022-04-12 00:53:27 main:574] : INFO : Epoch 1972 | loss: 0.0310979 | val_loss: 0.0311693 | Time: 4374.91 ms [2022-04-12 00:53:31 main:574] : INFO : Epoch 1973 | loss: 0.0311091 | val_loss: 0.0311574 | Time: 4374.27 ms [2022-04-12 00:53:36 main:574] : INFO : Epoch 1974 | loss: 0.0311021 | val_loss: 0.031163 | Time: 4331.41 ms [2022-04-12 00:53:40 main:574] : INFO : Epoch 1975 | loss: 0.0310992 | val_loss: 0.0311635 | Time: 4396.44 ms [2022-04-12 00:53:45 main:574] : INFO : Epoch 1976 | loss: 0.0310991 | val_loss: 0.031168 | Time: 4324.21 ms [2022-04-12 00:53:49 main:574] : INFO : Epoch 1977 | loss: 0.0310978 | val_loss: 0.0311687 | Time: 4354.41 ms [2022-04-12 00:53:53 main:574] : INFO : Epoch 1978 | loss: 0.0310953 | val_loss: 0.0311681 | Time: 4306.98 ms [2022-04-12 00:53:58 main:574] : INFO : Epoch 1979 | loss: 0.0310995 | val_loss: 0.0311739 | Time: 4472.31 ms [2022-04-12 00:54:02 main:574] : INFO : Epoch 1980 | loss: 0.0311042 | val_loss: 0.0311758 | Time: 4412.36 ms [2022-04-12 00:54:06 main:574] : INFO : Epoch 1981 | loss: 0.0311075 | val_loss: 0.031164 | Time: 4267.55 ms [2022-04-12 00:54:11 main:574] : INFO : Epoch 1982 | loss: 0.0311142 | val_loss: 0.0311609 | Time: 4362.29 ms [2022-04-12 00:54:15 main:574] : INFO : Epoch 1983 | loss: 0.0311092 | val_loss: 0.0311631 | Time: 4297.06 ms [2022-04-12 00:54:19 main:574] : INFO : Epoch 1984 | loss: 0.0311069 | val_loss: 0.0311562 | Time: 4330.07 ms [2022-04-12 00:54:24 main:574] : INFO : Epoch 1985 | loss: 0.0311024 | val_loss: 0.0311589 | Time: 4335.19 ms [2022-04-12 00:54:28 main:574] : INFO : Epoch 1986 | loss: 0.0311028 | val_loss: 0.0311623 | Time: 4306.49 ms [2022-04-12 00:54:32 main:574] : INFO : Epoch 1987 | loss: 0.0311053 | val_loss: 0.0311641 | Time: 4301.99 ms [2022-04-12 00:54:37 main:574] : INFO : Epoch 1988 | loss: 0.0311063 | val_loss: 0.0311595 | Time: 4348 ms [2022-04-12 00:54:41 main:574] : INFO : Epoch 1989 | loss: 0.0310991 | val_loss: 0.0311672 | Time: 4352.43 ms [2022-04-12 00:54:45 main:574] : INFO : Epoch 1990 | loss: 0.0310971 | val_loss: 0.0311679 | Time: 4454.07 ms [2022-04-12 00:54:50 main:574] : INFO : Epoch 1991 | loss: 0.0310963 | val_loss: 0.0311563 | Time: 4366.9 ms [2022-04-12 00:54:54 main:574] : INFO : Epoch 1992 | loss: 0.0310948 | val_loss: 0.0311683 | Time: 4351.83 ms [2022-04-12 00:54:59 main:574] : INFO : Epoch 1993 | loss: 0.0310937 | val_loss: 0.0311633 | Time: 4377.08 ms [2022-04-12 00:55:03 main:574] : INFO : Epoch 1994 | loss: 0.0310946 | val_loss: 0.0311733 | Time: 4325.24 ms [2022-04-12 00:55:07 main:574] : INFO : Epoch 1995 | loss: 0.0310945 | val_loss: 0.031166 | Time: 4399.14 ms [2022-04-12 00:55:12 main:574] : INFO : Epoch 1996 | loss: 0.0310927 | val_loss: 0.0311675 | Time: 4330.63 ms [2022-04-12 00:55:16 main:574] : INFO : Epoch 1997 | loss: 0.0310917 | val_loss: 0.0311731 | Time: 4333.7 ms [2022-04-12 00:55:20 main:574] : INFO : Epoch 1998 | loss: 0.0310931 | val_loss: 0.0311689 | Time: 4386.55 ms [2022-04-12 00:55:25 main:574] : INFO : Epoch 1999 | loss: 0.0311025 | val_loss: 0.0311637 | Time: 4340.33 ms [2022-04-12 00:55:29 main:574] : INFO : Epoch 2000 | loss: 0.0310977 | val_loss: 0.0311586 | Time: 4323.3 ms [2022-04-12 00:55:33 main:574] : INFO : Epoch 2001 | loss: 0.0310986 | val_loss: 0.0311639 | Time: 4369.64 ms [2022-04-12 00:55:38 main:574] : INFO : Epoch 2002 | loss: 0.0310973 | val_loss: 0.0311686 | Time: 4291.8 ms [2022-04-12 00:55:42 main:574] : INFO : Epoch 2003 | loss: 0.0311046 | val_loss: 0.031165 | Time: 4285.82 ms [2022-04-12 00:55:46 main:574] : INFO : Epoch 2004 | loss: 0.0311078 | val_loss: 0.031178 | Time: 4329.76 ms [2022-04-12 00:55:51 main:574] : INFO : Epoch 2005 | loss: 0.0311028 | val_loss: 0.0311895 | Time: 4304.73 ms [2022-04-12 00:55:55 main:574] : INFO : Epoch 2006 | loss: 0.031108 | val_loss: 0.0311612 | Time: 4300.07 ms [2022-04-12 00:55:59 main:574] : INFO : Epoch 2007 | loss: 0.0310999 | val_loss: 0.0311685 | Time: 4314.41 ms [2022-04-12 00:56:04 main:574] : INFO : Epoch 2008 | loss: 0.0310971 | val_loss: 0.0311633 | Time: 4339.3 ms [2022-04-12 00:56:08 main:574] : INFO : Epoch 2009 | loss: 0.031098 | val_loss: 0.0311715 | Time: 4305.33 ms [2022-04-12 00:56:12 main:574] : INFO : Epoch 2010 | loss: 0.0310955 | val_loss: 0.0311687 | Time: 4366.14 ms [2022-04-12 00:56:17 main:574] : INFO : Epoch 2011 | loss: 0.0310918 | val_loss: 0.0311685 | Time: 4357.48 ms [2022-04-12 00:56:21 main:574] : INFO : Epoch 2012 | loss: 0.0310915 | val_loss: 0.0311769 | Time: 4294.63 ms [2022-04-12 00:56:25 main:574] : INFO : Epoch 2013 | loss: 0.031094 | val_loss: 0.0311737 | Time: 4327.48 ms [2022-04-12 00:56:30 main:574] : INFO : Epoch 2014 | loss: 0.0310924 | val_loss: 0.0311649 | Time: 4343.65 ms [2022-04-12 00:56:34 main:574] : INFO : Epoch 2015 | loss: 0.0310952 | val_loss: 0.0311664 | Time: 4259.29 ms [2022-04-12 00:56:38 main:574] : INFO : Epoch 2016 | loss: 0.0310939 | val_loss: 0.0311723 | Time: 4339.27 ms [2022-04-12 00:56:43 main:574] : INFO : Epoch 2017 | loss: 0.0310947 | val_loss: 0.0311671 | Time: 4296.15 ms [2022-04-12 00:56:47 main:574] : INFO : Epoch 2018 | loss: 0.0311147 | val_loss: 0.0311674 | Time: 4311.97 ms [2022-04-12 00:56:51 main:574] : INFO : Epoch 2019 | loss: 0.0311124 | val_loss: 0.0311575 | Time: 4332.15 ms [2022-04-12 00:56:56 main:574] : INFO : Epoch 2020 | loss: 0.0311135 | val_loss: 0.0311608 | Time: 4315.67 ms [2022-04-12 00:57:00 main:574] : INFO : Epoch 2021 | loss: 0.0311098 | val_loss: 0.0311607 | Time: 4364.96 ms [2022-04-12 00:57:04 main:574] : INFO : Epoch 2022 | loss: 0.0311069 | val_loss: 0.031165 | Time: 4482.22 ms [2022-04-12 00:57:09 main:574] : INFO : Epoch 2023 | loss: 0.0311019 | val_loss: 0.0311654 | Time: 4368.29 ms [2022-04-12 00:57:13 main:574] : INFO : Epoch 2024 | loss: 0.0311033 | val_loss: 0.0311653 | Time: 4265.13 ms [2022-04-12 00:57:17 main:574] : INFO : Epoch 2025 | loss: 0.0311072 | val_loss: 0.0311634 | Time: 4290.34 ms [2022-04-12 00:57:22 main:574] : INFO : Epoch 2026 | loss: 0.0311413 | val_loss: 0.0311552 | Time: 4292.19 ms [2022-04-12 00:57:26 main:574] : INFO : Epoch 2027 | loss: 0.0311363 | val_loss: 0.0311566 | Time: 4300.28 ms [2022-04-12 00:57:30 main:574] : INFO : Epoch 2028 | loss: 0.0311299 | val_loss: 0.0311522 | Time: 4309.11 ms [2022-04-12 00:57:35 main:574] : INFO : Epoch 2029 | loss: 0.0311226 | val_loss: 0.0311547 | Time: 4399.01 ms [2022-04-12 00:57:39 main:574] : INFO : Epoch 2030 | loss: 0.0311191 | val_loss: 0.0311578 | Time: 4332.31 ms [2022-04-12 00:57:43 main:574] : INFO : Epoch 2031 | loss: 0.0311202 | val_loss: 0.0311535 | Time: 4384.2 ms [2022-04-12 00:57:48 main:574] : INFO : Epoch 2032 | loss: 0.0311182 | val_loss: 0.0311588 | Time: 4347.9 ms [2022-04-12 00:57:52 main:574] : INFO : Epoch 2033 | loss: 0.0311148 | val_loss: 0.0311602 | Time: 4381.06 ms [2022-04-12 00:57:56 main:574] : INFO : Epoch 2034 | loss: 0.0311111 | val_loss: 0.0311612 | Time: 4246.26 ms [2022-04-12 00:58:01 main:574] : INFO : Epoch 2035 | loss: 0.031111 | val_loss: 0.0311625 | Time: 4357.37 ms [2022-04-12 00:58:05 main:574] : INFO : Epoch 2036 | loss: 0.0311142 | val_loss: 0.0311541 | Time: 4312.56 ms [2022-04-12 00:58:09 main:574] : INFO : Epoch 2037 | loss: 0.0311155 | val_loss: 0.0311578 | Time: 4326.15 ms [2022-04-12 00:58:14 main:574] : INFO : Epoch 2038 | loss: 0.031112 | val_loss: 0.0311589 | Time: 4342.83 ms [2022-04-12 00:58:18 main:574] : INFO : Epoch 2039 | loss: 0.03111 | val_loss: 0.031162 | Time: 4325.34 ms [2022-04-12 00:58:22 main:574] : INFO : Epoch 2040 | loss: 0.031109 | val_loss: 0.0311565 | Time: 4309.85 ms [2022-04-12 00:58:27 main:574] : INFO : Epoch 2041 | loss: 0.031114 | val_loss: 0.0311576 | Time: 4286.11 ms [2022-04-12 00:58:31 main:574] : INFO : Epoch 2042 | loss: 0.0311184 | val_loss: 0.0311556 | Time: 4282.72 ms [2022-04-12 00:58:35 main:574] : INFO : Epoch 2043 | loss: 0.0311166 | val_loss: 0.0311624 | Time: 4321.66 ms [2022-04-12 00:58:40 main:574] : INFO : Epoch 2044 | loss: 0.0311095 | val_loss: 0.0311556 | Time: 4357.51 ms [2022-04-12 00:58:44 main:574] : INFO : Epoch 2045 | loss: 0.0311067 | val_loss: 0.0311629 | Time: 4286.92 ms [2022-04-12 00:58:48 main:574] : INFO : Epoch 2046 | loss: 0.0311048 | val_loss: 0.0311621 | Time: 4340.69 ms [2022-04-12 00:58:53 main:574] : INFO : Epoch 2047 | loss: 0.0311038 | val_loss: 0.0311673 | Time: 4298.46 ms [2022-04-12 00:58:57 main:574] : INFO : Epoch 2048 | loss: 0.0311017 | val_loss: 0.031165 | Time: 4305.43 ms [2022-04-12 00:58:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031165 [2022-04-12 00:58:57 main:603] : INFO : Saving end state to config to file [2022-04-12 00:58:57 main:608] : INFO : Success, exiting.. 00:58:57 (1364): 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)