Task 13051356
| Name | ParityModified-1645998190-23539-3-0_0 |
| Workunit | 10178484 |
| Created | 13 Mar 2022, 15:06:25 UTC |
| Sent | 22 Mar 2022, 22:29:25 UTC |
| Report deadline | 30 Mar 2022, 22:29:25 UTC |
| Received | 27 Mar 2022, 12:35:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 46 min 11 sec |
| CPU time | 3 hours 33 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 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> ime: 6517.94 ms [2022-03-27 15:32:18 main:574] : INFO : Epoch 1567 | loss: 0.0312101 | val_loss: 0.0312111 | Time: 6539.49 ms [2022-03-27 15:32:25 main:574] : INFO : Epoch 1568 | loss: 0.0312102 | val_loss: 0.0312112 | Time: 6532.89 ms [2022-03-27 15:32:31 main:574] : INFO : Epoch 1569 | loss: 0.0312099 | val_loss: 0.0312119 | Time: 6512.78 ms [2022-03-27 15:32:38 main:574] : INFO : Epoch 1570 | loss: 0.0312105 | val_loss: 0.0312123 | Time: 6524.38 ms [2022-03-27 15:32:44 main:574] : INFO : Epoch 1571 | loss: 0.0312126 | val_loss: 0.0312152 | Time: 6544.49 ms [2022-03-27 15:32:51 main:574] : INFO : Epoch 1572 | loss: 0.0312123 | val_loss: 0.0312203 | Time: 6509.56 ms [2022-03-27 15:32:57 main:574] : INFO : Epoch 1573 | loss: 0.0312136 | val_loss: 0.0312124 | Time: 6527.9 ms [2022-03-27 15:33:04 main:574] : INFO : Epoch 1574 | loss: 0.0312128 | val_loss: 0.0312149 | Time: 6527.81 ms [2022-03-27 15:33:10 main:574] : INFO : Epoch 1575 | loss: 0.031211 | val_loss: 0.0312121 | Time: 6521.03 ms [2022-03-27 15:33:17 main:574] : INFO : Epoch 1576 | loss: 0.0312102 | val_loss: 0.0312111 | Time: 6526.59 ms [2022-03-27 15:33:23 main:574] : INFO : Epoch 1577 | loss: 0.0312098 | val_loss: 0.0312114 | Time: 6529.49 ms [2022-03-27 15:33:30 main:574] : INFO : Epoch 1578 | loss: 0.0312098 | val_loss: 0.0312114 | Time: 6521.01 ms [2022-03-27 15:33:37 main:574] : INFO : Epoch 1579 | loss: 0.0312093 | val_loss: 0.0312114 | Time: 6541.64 ms [2022-03-27 15:33:43 main:574] : INFO : Epoch 1580 | loss: 0.0312094 | val_loss: 0.0312113 | Time: 6531.17 ms [2022-03-27 15:33:50 main:574] : INFO : Epoch 1581 | loss: 0.0312099 | val_loss: 0.0312121 | Time: 6522.58 ms [2022-03-27 15:33:56 main:574] : INFO : Epoch 1582 | loss: 0.0312094 | val_loss: 0.031212 | Time: 6513.65 ms [2022-03-27 15:34:03 main:574] : INFO : Epoch 1583 | loss: 0.0312101 | val_loss: 0.0312123 | Time: 6524.73 ms [2022-03-27 15:34:09 main:574] : INFO : Epoch 1584 | loss: 0.0312107 | val_loss: 0.0312158 | Time: 6524.54 ms [2022-03-27 15:34:16 main:574] : INFO : Epoch 1585 | loss: 0.0312102 | val_loss: 0.0312113 | Time: 6504.11 ms [2022-03-27 15:34:22 main:574] : INFO : Epoch 1586 | loss: 0.031211 | val_loss: 0.0312117 | Time: 6519.81 ms [2022-03-27 15:34:29 main:574] : INFO : Epoch 1587 | loss: 0.0312095 | val_loss: 0.0312114 | Time: 6528.3 ms [2022-03-27 15:34:35 main:574] : INFO : Epoch 1588 | loss: 0.0312108 | val_loss: 0.0312111 | Time: 6513.66 ms [2022-03-27 15:34:42 main:574] : INFO : Epoch 1589 | loss: 0.0312097 | val_loss: 0.0312134 | Time: 6541.83 ms [2022-03-27 15:34:48 main:574] : INFO : Epoch 1590 | loss: 0.0312098 | val_loss: 0.0312119 | Time: 6532.12 ms [2022-03-27 15:34:55 main:574] : INFO : Epoch 1591 | loss: 0.0312094 | val_loss: 0.0312112 | Time: 6532.56 ms [2022-03-27 15:35:01 main:574] : INFO : Epoch 1592 | loss: 0.03121 | val_loss: 0.0312122 | Time: 6505.43 ms [2022-03-27 15:35:08 main:574] : INFO : Epoch 1593 | loss: 0.0312117 | val_loss: 0.0312181 | Time: 6566.93 ms [2022-03-27 15:35:14 main:574] : INFO : Epoch 1594 | loss: 0.0312128 | val_loss: 0.0312119 | Time: 6527.81 ms [2022-03-27 15:35:21 main:574] : INFO : Epoch 1595 | loss: 0.0312109 | val_loss: 0.0312119 | Time: 6516.23 ms [2022-03-27 15:35:28 main:574] : INFO : Epoch 1596 | loss: 0.0312099 | val_loss: 0.0312111 | Time: 6533.42 ms [2022-03-27 15:35:34 main:574] : INFO : Epoch 1597 | loss: 0.0312097 | val_loss: 0.031212 | Time: 6527.17 ms [2022-03-27 15:35:41 main:574] : INFO : Epoch 1598 | loss: 0.0312095 | val_loss: 0.0312143 | Time: 6515.39 ms [2022-03-27 15:35:47 main:574] : INFO : Epoch 1599 | loss: 0.0312103 | val_loss: 0.0312118 | Time: 6525.35 ms [2022-03-27 15:35:54 main:574] : INFO : Epoch 1600 | loss: 0.0312109 | val_loss: 0.0312122 | Time: 6526.03 ms [2022-03-27 15:36:00 main:574] : INFO : Epoch 1601 | loss: 0.031213 | val_loss: 0.0312136 | Time: 6593.65 ms [2022-03-27 15:36:07 main:574] : INFO : Epoch 1602 | loss: 0.0312103 | val_loss: 0.0312119 | Time: 6566.46 ms [2022-03-27 15:36:13 main:574] : INFO : Epoch 1603 | loss: 0.0312102 | val_loss: 0.0312156 | Time: 6527.68 ms [2022-03-27 15:36:20 main:574] : INFO : Epoch 1604 | loss: 0.0312116 | val_loss: 0.0312128 | Time: 6558.5 ms [2022-03-27 15:36:26 main:574] : INFO : Epoch 1605 | loss: 0.0312125 | val_loss: 0.0312116 | Time: 6506.58 ms [2022-03-27 15:36:33 main:574] : INFO : Epoch 1606 | loss: 0.0312098 | val_loss: 0.0312111 | Time: 6559.03 ms [2022-03-27 15:36:40 main:574] : INFO : Epoch 1607 | loss: 0.0312105 | val_loss: 0.0312128 | Time: 6526.76 ms [2022-03-27 15:36:46 main:574] : INFO : Epoch 1608 | loss: 0.0312093 | val_loss: 0.0312115 | Time: 6516.97 ms [2022-03-27 15:36:53 main:574] : INFO : Epoch 1609 | loss: 0.0312093 | val_loss: 0.0312116 | Time: 6524.6 ms [2022-03-27 15:36:59 main:574] : INFO : Epoch 1610 | loss: 0.03121 | val_loss: 0.031211 | Time: 6521.9 ms [2022-03-27 15:37:06 main:574] : INFO : Epoch 1611 | loss: 0.0312097 | val_loss: 0.031212 | Time: 6531.98 ms [2022-03-27 15:37:12 main:574] : INFO : Epoch 1612 | loss: 0.0312095 | val_loss: 0.0312111 | Time: 6516.32 ms [2022-03-27 15:37:19 main:574] : INFO : Epoch 1613 | loss: 0.0312097 | val_loss: 0.0312113 | Time: 6533.28 ms [2022-03-27 15:37:25 main:574] : INFO : Epoch 1614 | loss: 0.0312094 | val_loss: 0.0312113 | Time: 6530.71 ms [2022-03-27 15:37:32 main:574] : INFO : Epoch 1615 | loss: 0.0312099 | val_loss: 0.0312115 | Time: 6519.91 ms [2022-03-27 15:37:38 main:574] : INFO : Epoch 1616 | loss: 0.0312097 | val_loss: 0.031211 | Time: 6554.03 ms [2022-03-27 15:37:45 main:574] : INFO : Epoch 1617 | loss: 0.03121 | val_loss: 0.031211 | Time: 6525.88 ms [2022-03-27 15:37:51 main:574] : INFO : Epoch 1618 | loss: 0.0312095 | val_loss: 0.0312117 | Time: 6519.58 ms [2022-03-27 15:37:58 main:574] : INFO : Epoch 1619 | loss: 0.0312099 | val_loss: 0.0312112 | Time: 6529.76 ms [2022-03-27 15:38:04 main:574] : INFO : Epoch 1620 | loss: 0.0312097 | val_loss: 0.0312117 | Time: 6535.43 ms [2022-03-27 15:38:11 main:574] : INFO : Epoch 1621 | loss: 0.0312099 | val_loss: 0.0312113 | Time: 6527.39 ms [2022-03-27 15:38:17 main:574] : INFO : Epoch 1622 | loss: 0.0312097 | val_loss: 0.031212 | Time: 6514.5 ms [2022-03-27 15:38:24 main:574] : INFO : Epoch 1623 | loss: 0.0312115 | val_loss: 0.0312111 | Time: 6525.43 ms [2022-03-27 15:38:31 main:574] : INFO : Epoch 1624 | loss: 0.031211 | val_loss: 0.0312124 | Time: 6528.67 ms [2022-03-27 15:38:37 main:574] : INFO : Epoch 1625 | loss: 0.0312106 | val_loss: 0.0312129 | Time: 6512.13 ms [2022-03-27 15:38:44 main:574] : INFO : Epoch 1626 | loss: 0.0312103 | val_loss: 0.0312114 | Time: 6523.85 ms [2022-03-27 15:38:50 main:574] : INFO : Epoch 1627 | loss: 0.0312092 | val_loss: 0.031211 | Time: 6522.56 ms [2022-03-27 15:38:57 main:574] : INFO : Epoch 1628 | loss: 0.0312096 | val_loss: 0.0312112 | Time: 6521.27 ms [2022-03-27 15:39:03 main:574] : INFO : Epoch 1629 | loss: 0.0312099 | val_loss: 0.0312132 | Time: 6536.1 ms [2022-03-27 15:39:10 main:574] : INFO : Epoch 1630 | loss: 0.0312098 | val_loss: 0.0312116 | Time: 6516.69 ms [2022-03-27 15:39:16 main:574] : INFO : Epoch 1631 | loss: 0.0312093 | val_loss: 0.0312114 | Time: 6525.92 ms [2022-03-27 15:39:23 main:574] : INFO : Epoch 1632 | loss: 0.0312095 | val_loss: 0.0312163 | Time: 6519.06 ms [2022-03-27 15:39:29 main:574] : INFO : Epoch 1633 | loss: 0.031211 | val_loss: 0.0312115 | Time: 6530.91 ms [2022-03-27 15:39:36 main:574] : INFO : Epoch 1634 | loss: 0.0312101 | val_loss: 0.0312119 | Time: 6537.97 ms [2022-03-27 15:39:42 main:574] : INFO : Epoch 1635 | loss: 0.0312095 | val_loss: 0.0312111 | Time: 6505.87 ms [2022-03-27 15:39:49 main:574] : INFO : Epoch 1636 | loss: 0.0312097 | val_loss: 0.0312111 | Time: 6526.51 ms [2022-03-27 15:39:55 main:574] : INFO : Epoch 1637 | loss: 0.0312094 | val_loss: 0.0312116 | Time: 6535.45 ms [2022-03-27 15:40:02 main:574] : INFO : Epoch 1638 | loss: 0.0312112 | val_loss: 0.0312121 | Time: 6508.02 ms [2022-03-27 15:40:08 main:574] : INFO : Epoch 1639 | loss: 0.03121 | val_loss: 0.0312134 | Time: 6522.24 ms [2022-03-27 15:40:15 main:574] : INFO : Epoch 1640 | loss: 0.03121 | val_loss: 0.0312125 | Time: 6608.29 ms [2022-03-27 15:40:22 main:574] : INFO : Epoch 1641 | loss: 0.0312094 | val_loss: 0.0312142 | Time: 6573.85 ms [2022-03-27 15:40:28 main:574] : INFO : Epoch 1642 | loss: 0.0312095 | val_loss: 0.0312112 | Time: 6526.11 ms [2022-03-27 15:40:35 main:574] : INFO : Epoch 1643 | loss: 0.0312124 | val_loss: 0.0312189 | Time: 6550.78 ms [2022-03-27 15:40:41 main:574] : INFO : Epoch 1644 | loss: 0.0312131 | val_loss: 0.0312139 | Time: 6558.55 ms [2022-03-27 15:40:48 main:574] : INFO : Epoch 1645 | loss: 0.0312107 | val_loss: 0.0312144 | Time: 6512.15 ms [2022-03-27 15:40:54 main:574] : INFO : Epoch 1646 | loss: 0.0312113 | val_loss: 0.0312113 | Time: 6531.91 ms [2022-03-27 15:41:01 main:574] : INFO : Epoch 1647 | loss: 0.0312104 | val_loss: 0.0312117 | Time: 6840.99 ms [2022-03-27 15:41:08 main:574] : INFO : Epoch 1648 | loss: 0.0312102 | val_loss: 0.031213 | Time: 6508.63 ms [2022-03-27 15:41:14 main:574] : INFO : Epoch 1649 | loss: 0.031211 | val_loss: 0.0312136 | Time: 6517.09 ms [2022-03-27 15:41:21 main:574] : INFO : Epoch 1650 | loss: 0.0312131 | val_loss: 0.0312123 | Time: 6524.69 ms [2022-03-27 15:41:27 main:574] : INFO : Epoch 1651 | loss: 0.0312191 | val_loss: 0.0312645 | Time: 6515.72 ms [2022-03-27 15:41:34 main:574] : INFO : Epoch 1652 | loss: 0.033015 | val_loss: 0.0317475 | Time: 6523.97 ms [2022-03-27 15:41:40 main:574] : INFO : Epoch 1653 | loss: 0.0432735 | val_loss: 0.0340019 | Time: 6536.41 ms [2022-03-27 15:41:47 main:574] : INFO : Epoch 1654 | loss: 0.0344129 | val_loss: 0.0317528 | Time: 6526.2 ms [2022-03-27 15:41:54 main:574] : INFO : Epoch 1655 | loss: 0.0316368 | val_loss: 0.0313905 | Time: 6518.96 ms [2022-03-27 15:42:00 main:574] : INFO : Epoch 1656 | loss: 0.0313131 | val_loss: 0.0312662 | Time: 6543.13 ms [2022-03-27 15:42:07 main:574] : INFO : Epoch 1657 | loss: 0.0312432 | val_loss: 0.0312343 | Time: 6522.61 ms [2022-03-27 15:42:13 main:574] : INFO : Epoch 1658 | loss: 0.0312299 | val_loss: 0.0312282 | Time: 6512.46 ms [2022-03-27 15:42:20 main:574] : INFO : Epoch 1659 | loss: 0.0312241 | val_loss: 0.0312242 | Time: 6529.25 ms [2022-03-27 15:42:26 main:574] : INFO : Epoch 1660 | loss: 0.031221 | val_loss: 0.0312222 | Time: 6562.95 ms [2022-03-27 15:42:33 main:574] : INFO : Epoch 1661 | loss: 0.0312192 | val_loss: 0.0312204 | Time: 6533.4 ms [2022-03-27 15:42:39 main:574] : INFO : Epoch 1662 | loss: 0.031218 | val_loss: 0.0312196 | Time: 6552.95 ms [2022-03-27 15:42:46 main:574] : INFO : Epoch 1663 | loss: 0.0312167 | val_loss: 0.0312184 | Time: 6535.81 ms [2022-03-27 15:42:52 main:574] : INFO : Epoch 1664 | loss: 0.0312159 | val_loss: 0.0312176 | Time: 6505.98 ms [2022-03-27 15:42:59 main:574] : INFO : Epoch 1665 | loss: 0.0312152 | val_loss: 0.031217 | Time: 6521.03 ms [2022-03-27 15:43:05 main:574] : INFO : Epoch 1666 | loss: 0.0312148 | val_loss: 0.0312165 | Time: 6537.81 ms [2022-03-27 15:43:12 main:574] : INFO : Epoch 1667 | loss: 0.0312142 | val_loss: 0.0312163 | Time: 6510.82 ms [2022-03-27 15:43:18 main:574] : INFO : Epoch 1668 | loss: 0.0312141 | val_loss: 0.0312161 | Time: 6520.94 ms [2022-03-27 15:43:25 main:574] : INFO : Epoch 1669 | loss: 0.0312139 | val_loss: 0.0312154 | Time: 6524.72 ms [2022-03-27 15:43:32 main:574] : INFO : Epoch 1670 | loss: 0.0312133 | val_loss: 0.0312157 | Time: 6521.24 ms [2022-03-27 15:43:38 main:574] : INFO : Epoch 1671 | loss: 0.0312129 | val_loss: 0.0312147 | Time: 6536.37 ms [2022-03-27 15:43:45 main:574] : INFO : Epoch 1672 | loss: 0.0312126 | val_loss: 0.0312145 | Time: 6532.38 ms [2022-03-27 15:43:51 main:574] : INFO : Epoch 1673 | loss: 0.0312124 | val_loss: 0.0312142 | Time: 6528.32 ms [2022-03-27 15:43:58 main:574] : INFO : Epoch 1674 | loss: 0.0312122 | val_loss: 0.0312141 | Time: 6508.15 ms [2022-03-27 15:44:04 main:574] : INFO : Epoch 1675 | loss: 0.0312121 | val_loss: 0.0312138 | Time: 6524.16 ms [2022-03-27 15:44:11 main:574] : INFO : Epoch 1676 | loss: 0.0312121 | val_loss: 0.0312137 | Time: 6529.55 ms [2022-03-27 15:44:17 main:574] : INFO : Epoch 1677 | loss: 0.0312118 | val_loss: 0.0312135 | Time: 6522.79 ms [2022-03-27 15:44:24 main:574] : INFO : Epoch 1678 | loss: 0.031212 | val_loss: 0.0312133 | Time: 6518.74 ms [2022-03-27 15:44:30 main:574] : INFO : Epoch 1679 | loss: 0.0312117 | val_loss: 0.0312134 | Time: 6534.83 ms [2022-03-27 15:44:37 main:574] : INFO : Epoch 1680 | loss: 0.0312112 | val_loss: 0.031213 | Time: 6530.24 ms [2022-03-27 15:44:43 main:574] : INFO : Epoch 1681 | loss: 0.0312115 | val_loss: 0.0312134 | Time: 6502.17 ms [2022-03-27 15:44:50 main:574] : INFO : Epoch 1682 | loss: 0.031211 | val_loss: 0.0312128 | Time: 6539.12 ms [2022-03-27 15:44:56 main:574] : INFO : Epoch 1683 | loss: 0.0312111 | val_loss: 0.0312132 | Time: 6527.63 ms [2022-03-27 15:45:03 main:574] : INFO : Epoch 1684 | loss: 0.0312115 | val_loss: 0.0312135 | Time: 6506.7 ms [2022-03-27 15:45:09 main:574] : INFO : Epoch 1685 | loss: 0.0312117 | val_loss: 0.0312134 | Time: 6536.75 ms [2022-03-27 15:45:16 main:574] : INFO : Epoch 1686 | loss: 0.0312111 | val_loss: 0.0312126 | Time: 6528.11 ms [2022-03-27 15:45:23 main:574] : INFO : Epoch 1687 | loss: 0.0312107 | val_loss: 0.0312125 | Time: 6517.39 ms [2022-03-27 15:45:29 main:574] : INFO : Epoch 1688 | loss: 0.0312106 | val_loss: 0.0312125 | Time: 6540.18 ms [2022-03-27 15:45:36 main:574] : INFO : Epoch 1689 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 6519.96 ms [2022-03-27 15:45:42 main:574] : INFO : Epoch 1690 | loss: 0.0312107 | val_loss: 0.0312129 | Time: 6539.29 ms [2022-03-27 15:45:49 main:574] : INFO : Epoch 1691 | loss: 0.0312107 | val_loss: 0.0312123 | Time: 6535.32 ms [2022-03-27 15:45:55 main:574] : INFO : Epoch 1692 | loss: 0.0312106 | val_loss: 0.0312123 | Time: 6525.23 ms [2022-03-27 15:46:02 main:574] : INFO : Epoch 1693 | loss: 0.0312109 | val_loss: 0.0312122 | Time: 6791.22 ms [2022-03-27 15:46:09 main:574] : INFO : Epoch 1694 | loss: 0.0312106 | val_loss: 0.0312122 | Time: 6517.28 ms [2022-03-27 15:46:15 main:574] : INFO : Epoch 1695 | loss: 0.0312105 | val_loss: 0.0312126 | Time: 6551.04 ms [2022-03-27 15:46:22 main:574] : INFO : Epoch 1696 | loss: 0.0312104 | val_loss: 0.0312122 | Time: 6520.66 ms [2022-03-27 15:46:28 main:574] : INFO : Epoch 1697 | loss: 0.0312104 | val_loss: 0.031212 | Time: 6510.53 ms [2022-03-27 15:46:35 main:574] : INFO : Epoch 1698 | loss: 0.0312104 | val_loss: 0.031212 | Time: 6542.1 ms [2022-03-27 15:46:41 main:574] : INFO : Epoch 1699 | loss: 0.0312106 | val_loss: 0.031212 | Time: 6517.3 ms [2022-03-27 15:46:48 main:574] : INFO : Epoch 1700 | loss: 0.0312105 | val_loss: 0.031212 | Time: 6528.52 ms [2022-03-27 15:46:54 main:574] : INFO : Epoch 1701 | loss: 0.0312103 | val_loss: 0.0312121 | Time: 6583.74 ms [2022-03-27 15:47:01 main:574] : INFO : Epoch 1702 | loss: 0.0312102 | val_loss: 0.0312126 | Time: 6527.07 ms [2022-03-27 15:47:08 main:574] : INFO : Epoch 1703 | loss: 0.0312107 | val_loss: 0.0312124 | Time: 6526.11 ms [2022-03-27 15:47:14 main:574] : INFO : Epoch 1704 | loss: 0.0312102 | val_loss: 0.0312122 | Time: 6512.73 ms [2022-03-27 15:47:21 main:574] : INFO : Epoch 1705 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 6523.47 ms [2022-03-27 15:47:27 main:574] : INFO : Epoch 1706 | loss: 0.0312101 | val_loss: 0.0312119 | Time: 6541.82 ms [2022-03-27 15:47:34 main:574] : INFO : Epoch 1707 | loss: 0.0312103 | val_loss: 0.0312122 | Time: 6513.83 ms [2022-03-27 15:47:40 main:574] : INFO : Epoch 1708 | loss: 0.0312105 | val_loss: 0.0312133 | Time: 6526.37 ms [2022-03-27 15:47:47 main:574] : INFO : Epoch 1709 | loss: 0.0312108 | val_loss: 0.0312125 | Time: 6526.01 ms [2022-03-27 15:47:53 main:574] : INFO : Epoch 1710 | loss: 0.0312108 | val_loss: 0.0312124 | Time: 6522.2 ms [2022-03-27 15:48:00 main:574] : INFO : Epoch 1711 | loss: 0.0312111 | val_loss: 0.0312125 | Time: 6526.93 ms [2022-03-27 15:48:06 main:574] : INFO : Epoch 1712 | loss: 0.0312109 | val_loss: 0.0312117 | Time: 6527.97 ms [2022-03-27 15:48:13 main:574] : INFO : Epoch 1713 | loss: 0.0312104 | val_loss: 0.0312123 | Time: 6525.41 ms [2022-03-27 15:48:19 main:574] : INFO : Epoch 1714 | loss: 0.0312112 | val_loss: 0.0312123 | Time: 6509.02 ms [2022-03-27 15:48:26 main:574] : INFO : Epoch 1715 | loss: 0.0312109 | val_loss: 0.0312135 | Time: 6532.9 ms [2022-03-27 15:48:32 main:574] : INFO : Epoch 1716 | loss: 0.0312106 | val_loss: 0.031213 | Time: 6533.62 ms [2022-03-27 15:48:39 main:574] : INFO : Epoch 1717 | loss: 0.0312102 | val_loss: 0.031212 | Time: 6529.71 ms [2022-03-27 15:48:45 main:574] : INFO : Epoch 1718 | loss: 0.0312102 | val_loss: 0.0312116 | Time: 6530.53 ms [2022-03-27 15:48:52 main:574] : INFO : Epoch 1719 | loss: 0.0312102 | val_loss: 0.0312117 | Time: 6526.41 ms [2022-03-27 15:48:59 main:574] : INFO : Epoch 1720 | loss: 0.03121 | val_loss: 0.0312117 | Time: 6531.23 ms [2022-03-27 15:49:05 main:574] : INFO : Epoch 1721 | loss: 0.0312105 | val_loss: 0.0312118 | Time: 6516.27 ms [2022-03-27 15:49:12 main:574] : INFO : Epoch 1722 | loss: 0.0312103 | val_loss: 0.0312116 | Time: 6535.61 ms [2022-03-27 15:49:18 main:574] : INFO : Epoch 1723 | loss: 0.0312105 | val_loss: 0.0312128 | Time: 6525.28 ms [2022-03-27 15:49:25 main:574] : INFO : Epoch 1724 | loss: 0.0312104 | val_loss: 0.0312116 | Time: 6532.67 ms [2022-03-27 15:49:31 main:574] : INFO : Epoch 1725 | loss: 0.03121 | val_loss: 0.0312117 | Time: 6535.58 ms [2022-03-27 15:49:38 main:574] : INFO : Epoch 1726 | loss: 0.03121 | val_loss: 0.0312122 | Time: 6531.94 ms [2022-03-27 15:49:44 main:574] : INFO : Epoch 1727 | loss: 0.031211 | val_loss: 0.0312122 | Time: 6509.21 ms [2022-03-27 15:49:51 main:574] : INFO : Epoch 1728 | loss: 0.0312099 | val_loss: 0.0312118 | Time: 6527.65 ms [2022-03-27 15:49:57 main:574] : INFO : Epoch 1729 | loss: 0.0312101 | val_loss: 0.0312118 | Time: 6540.17 ms [2022-03-27 15:50:04 main:574] : INFO : Epoch 1730 | loss: 0.03121 | val_loss: 0.0312115 | Time: 6513.86 ms [2022-03-27 15:50:10 main:574] : INFO : Epoch 1731 | loss: 0.0312098 | val_loss: 0.0312115 | Time: 6523.89 ms [2022-03-27 15:50:17 main:574] : INFO : Epoch 1732 | loss: 0.0312101 | val_loss: 0.0312119 | Time: 6524.5 ms [2022-03-27 15:50:23 main:574] : INFO : Epoch 1733 | loss: 0.0312103 | val_loss: 0.0312121 | Time: 6520.06 ms [2022-03-27 15:50:30 main:574] : INFO : Epoch 1734 | loss: 0.03121 | val_loss: 0.0312116 | Time: 6515.17 ms [2022-03-27 15:50:36 main:574] : INFO : Epoch 1735 | loss: 0.0312098 | val_loss: 0.0312116 | Time: 6529.84 ms [2022-03-27 15:50:43 main:574] : INFO : Epoch 1736 | loss: 0.0312099 | val_loss: 0.0312118 | Time: 6540.47 ms [2022-03-27 15:50:50 main:574] : INFO : Epoch 1737 | loss: 0.0312097 | val_loss: 0.0312115 | Time: 6497.79 ms [2022-03-27 15:50:56 main:574] : INFO : Epoch 1738 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 6765.24 ms [2022-03-27 15:51:03 main:574] : INFO : Epoch 1739 | loss: 0.03121 | val_loss: 0.0312136 | Time: 6601.7 ms [2022-03-27 15:51:09 main:574] : INFO : Epoch 1740 | loss: 0.03121 | val_loss: 0.0312116 | Time: 6514.7 ms [2022-03-27 15:51:16 main:574] : INFO : Epoch 1741 | loss: 0.0312097 | val_loss: 0.0312116 | Time: 6524.97 ms [2022-03-27 15:51:22 main:574] : INFO : Epoch 1742 | loss: 0.0312098 | val_loss: 0.0312117 | Time: 6527.29 ms [2022-03-27 15:51:29 main:574] : INFO : Epoch 1743 | loss: 0.0312099 | val_loss: 0.0312117 | Time: 6534.25 ms [2022-03-27 15:51:36 main:574] : INFO : Epoch 1744 | loss: 0.0312098 | val_loss: 0.031212 | Time: 6540.44 ms [2022-03-27 15:51:42 main:574] : INFO : Epoch 1745 | loss: 0.0312101 | val_loss: 0.0312114 | Time: 6540.5 ms [2022-03-27 15:51:49 main:574] : INFO : Epoch 1746 | loss: 0.0312099 | val_loss: 0.0312127 | Time: 6522.09 ms [2022-03-27 15:51:55 main:574] : INFO : Epoch 1747 | loss: 0.0312104 | val_loss: 0.0312114 | Time: 6502.78 ms [2022-03-27 15:52:02 main:574] : INFO : Epoch 1748 | loss: 0.0312103 | val_loss: 0.0312114 | Time: 6584.87 ms [2022-03-27 15:52:08 main:574] : INFO : Epoch 1749 | loss: 0.03121 | val_loss: 0.0312126 | Time: 6529.75 ms [2022-03-27 15:52:15 main:574] : INFO : Epoch 1750 | loss: 0.0312102 | val_loss: 0.0312124 | Time: 6515.39 ms [2022-03-27 15:52:21 main:574] : INFO : Epoch 1751 | loss: 0.0312105 | val_loss: 0.0312121 | Time: 6536.57 ms [2022-03-27 15:52:28 main:574] : INFO : Epoch 1752 | loss: 0.0312099 | val_loss: 0.0312114 | Time: 6534.54 ms [2022-03-27 15:52:34 main:574] : INFO : Epoch 1753 | loss: 0.03121 | val_loss: 0.0312114 | Time: 6549.56 ms [2022-03-27 15:52:41 main:574] : INFO : Epoch 1754 | loss: 0.0312107 | val_loss: 0.0312161 | Time: 6526.7 ms [2022-03-27 15:52:48 main:574] : INFO : Epoch 1755 | loss: 0.0312123 | val_loss: 0.0312146 | Time: 6537.37 ms [2022-03-27 15:52:54 main:574] : INFO : Epoch 1756 | loss: 0.0312111 | val_loss: 0.0312113 | Time: 6538.95 ms [2022-03-27 15:53:01 main:574] : INFO : Epoch 1757 | loss: 0.0312099 | val_loss: 0.0312125 | Time: 6505.53 ms [2022-03-27 15:53:07 main:574] : INFO : Epoch 1758 | loss: 0.0312099 | val_loss: 0.0312119 | Time: 6531.21 ms [2022-03-27 15:53:14 main:574] : INFO : Epoch 1759 | loss: 0.0312098 | val_loss: 0.0312115 | Time: 6531.36 ms [2022-03-27 15:53:20 main:574] : INFO : Epoch 1760 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 6503.56 ms [2022-03-27 15:53:27 main:574] : INFO : Epoch 1761 | loss: 0.0312101 | val_loss: 0.0312116 | Time: 6519.62 ms [2022-03-27 15:53:33 main:574] : INFO : Epoch 1762 | loss: 0.0312105 | val_loss: 0.0312117 | Time: 6574.8 ms [2022-03-27 15:53:40 main:574] : INFO : Epoch 1763 | loss: 0.0312098 | val_loss: 0.0312113 | Time: 6525.44 ms [2022-03-27 15:53:46 main:574] : INFO : Epoch 1764 | loss: 0.03121 | val_loss: 0.0312122 | Time: 6525.16 ms [2022-03-27 15:53:53 main:574] : INFO : Epoch 1765 | loss: 0.0312102 | val_loss: 0.0312127 | Time: 6527.4 ms [2022-03-27 15:53:59 main:574] : INFO : Epoch 1766 | loss: 0.0312104 | val_loss: 0.0312144 | Time: 6529.7 ms [2022-03-27 15:54:06 main:574] : INFO : Epoch 1767 | loss: 0.0312104 | val_loss: 0.031212 | Time: 6509.31 ms [2022-03-27 15:54:12 main:574] : INFO : Epoch 1768 | loss: 0.0312106 | val_loss: 0.0312129 | Time: 6529.85 ms [2022-03-27 15:54:19 main:574] : INFO : Epoch 1769 | loss: 0.0312105 | val_loss: 0.0312113 | Time: 6530.21 ms [2022-03-27 15:54:25 main:574] : INFO : Epoch 1770 | loss: 0.03121 | val_loss: 0.0312115 | Time: 6509.3 ms [2022-03-27 15:54:32 main:574] : INFO : Epoch 1771 | loss: 0.0312099 | val_loss: 0.0312121 | Time: 6538 ms [2022-03-27 15:54:39 main:574] : INFO : Epoch 1772 | loss: 0.0312097 | val_loss: 0.0312113 | Time: 6530.03 ms [2022-03-27 15:54:45 main:574] : INFO : Epoch 1773 | loss: 0.0312096 | val_loss: 0.0312113 | Time: 6522.68 ms [2022-03-27 15:54:52 main:574] : INFO : Epoch 1774 | loss: 0.0312096 | val_loss: 0.0312113 | Time: 6544.92 ms [2022-03-27 15:54:58 main:574] : INFO : Epoch 1775 | loss: 0.0312096 | val_loss: 0.0312113 | Time: 6524.81 ms [2022-03-27 15:55:05 main:574] : INFO : Epoch 1776 | loss: 0.0312099 | val_loss: 0.0312123 | Time: 6524.04 ms [2022-03-27 15:55:11 main:574] : INFO : Epoch 1777 | loss: 0.0312101 | val_loss: 0.0312113 | Time: 6508.52 ms [2022-03-27 15:55:18 main:574] : INFO : Epoch 1778 | loss: 0.0312098 | val_loss: 0.0312114 | Time: 6526.09 ms [2022-03-27 15:55:24 main:574] : INFO : Epoch 1779 | loss: 0.0312097 | val_loss: 0.0312112 | Time: 6535.29 ms [2022-03-27 15:55:31 main:574] : INFO : Epoch 1780 | loss: 0.0312109 | val_loss: 0.0312127 | Time: 6509.58 ms [2022-03-27 15:55:37 main:574] : INFO : Epoch 1781 | loss: 0.0312099 | val_loss: 0.0312113 | Time: 6582.89 ms [2022-03-27 15:55:44 main:574] : INFO : Epoch 1782 | loss: 0.0312099 | val_loss: 0.0312115 | Time: 6539.98 ms [2022-03-27 15:55:50 main:574] : INFO : Epoch 1783 | loss: 0.0312101 | val_loss: 0.0312122 | Time: 6509.78 ms [2022-03-27 15:55:57 main:574] : INFO : Epoch 1784 | loss: 0.0312098 | val_loss: 0.0312114 | Time: 6598.21 ms [2022-03-27 15:56:04 main:574] : INFO : Epoch 1785 | loss: 0.03121 | val_loss: 0.0312121 | Time: 6539.39 ms [2022-03-27 15:56:10 main:574] : INFO : Epoch 1786 | loss: 0.0312099 | val_loss: 0.0312117 | Time: 6510.3 ms [2022-03-27 15:56:17 main:574] : INFO : Epoch 1787 | loss: 0.0312099 | val_loss: 0.0312118 | Time: 6524.62 ms [2022-03-27 15:56:23 main:574] : INFO : Epoch 1788 | loss: 0.0312097 | val_loss: 0.0312113 | Time: 6529.11 ms [2022-03-27 15:56:30 main:574] : INFO : Epoch 1789 | loss: 0.0312096 | val_loss: 0.031212 | Time: 6535.48 ms [2022-03-27 15:56:36 main:574] : INFO : Epoch 1790 | loss: 0.0312103 | val_loss: 0.0312114 | Time: 6506.88 ms [2022-03-27 15:56:43 main:574] : INFO : Epoch 1791 | loss: 0.0312104 | val_loss: 0.0312112 | Time: 6538.51 ms [2022-03-27 15:56:49 main:574] : INFO : Epoch 1792 | loss: 0.0312096 | val_loss: 0.0312112 | Time: 6529.42 ms [2022-03-27 15:56:56 main:574] : INFO : Epoch 1793 | loss: 0.0312101 | val_loss: 0.0312124 | Time: 6516.54 ms [2022-03-27 15:57:02 main:574] : INFO : Epoch 1794 | loss: 0.0312108 | val_loss: 0.0312128 | Time: 6532.36 ms [2022-03-27 15:57:09 main:574] : INFO : Epoch 1795 | loss: 0.03121 | val_loss: 0.0312119 | Time: 6560.34 ms [2022-03-27 15:57:15 main:574] : INFO : Epoch 1796 | loss: 0.0312097 | val_loss: 0.0312128 | Time: 6517.54 ms [2022-03-27 15:57:22 main:574] : INFO : Epoch 1797 | loss: 0.0312098 | val_loss: 0.0312113 | Time: 6521.04 ms [2022-03-27 15:57:29 main:574] : INFO : Epoch 1798 | loss: 0.0312107 | val_loss: 0.0312145 | Time: 6537.68 ms [2022-03-27 15:57:35 main:574] : INFO : Epoch 1799 | loss: 0.0312109 | val_loss: 0.0312112 | Time: 6529.08 ms [2022-03-27 15:57:42 main:574] : INFO : Epoch 1800 | loss: 0.0312099 | val_loss: 0.031213 | Time: 6512.29 ms [2022-03-27 15:57:48 main:574] : INFO : Epoch 1801 | loss: 0.0312096 | val_loss: 0.0312118 | Time: 6534.76 ms [2022-03-27 15:57:55 main:574] : INFO : Epoch 1802 | loss: 0.0312098 | val_loss: 0.0312112 | Time: 6526.67 ms [2022-03-27 15:58:01 main:574] : INFO : Epoch 1803 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 6502.63 ms [2022-03-27 15:58:08 main:574] : INFO : Epoch 1804 | loss: 0.03121 | val_loss: 0.0312113 | Time: 6544.6 ms [2022-03-27 15:58:14 main:574] : INFO : Epoch 1805 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 6522.76 ms [2022-03-27 15:58:21 main:574] : INFO : Epoch 1806 | loss: 0.0312107 | val_loss: 0.0312123 | Time: 6518.57 ms [2022-03-27 15:58:27 main:574] : INFO : Epoch 1807 | loss: 0.0312097 | val_loss: 0.0312123 | Time: 6530.04 ms [2022-03-27 15:58:34 main:574] : INFO : Epoch 1808 | loss: 0.0312103 | val_loss: 0.0312116 | Time: 6527.7 ms [2022-03-27 15:58:40 main:574] : INFO : Epoch 1809 | loss: 0.0312115 | val_loss: 0.0312114 | Time: 6523 ms [2022-03-27 15:58:47 main:574] : INFO : Epoch 1810 | loss: 0.0312107 | val_loss: 0.0312112 | Time: 6520.45 ms [2022-03-27 15:58:53 main:574] : INFO : Epoch 1811 | loss: 0.03121 | val_loss: 0.031213 | Time: 6528.53 ms [2022-03-27 15:59:00 main:574] : INFO : Epoch 1812 | loss: 0.03121 | val_loss: 0.0312113 | Time: 6522.06 ms [2022-03-27 15:59:06 main:574] : INFO : Epoch 1813 | loss: 0.0312095 | val_loss: 0.0312117 | Time: 6507.01 ms [2022-03-27 15:59:13 main:574] : INFO : Epoch 1814 | loss: 0.0312099 | val_loss: 0.0312122 | Time: 6529.08 ms [2022-03-27 15:59:20 main:574] : INFO : Epoch 1815 | loss: 0.0312103 | val_loss: 0.0312133 | Time: 6555.02 ms [2022-03-27 15:59:26 main:574] : INFO : Epoch 1816 | loss: 0.0312102 | val_loss: 0.0312113 | Time: 6524.71 ms [2022-03-27 15:59:33 main:574] : INFO : Epoch 1817 | loss: 0.0312104 | val_loss: 0.0312145 | Time: 6518.82 ms [2022-03-27 15:59:39 main:574] : INFO : Epoch 1818 | loss: 0.0312104 | val_loss: 0.0312113 | Time: 6536.98 ms [2022-03-27 15:59:46 main:574] : INFO : Epoch 1819 | loss: 0.03121 | val_loss: 0.0312142 | Time: 6527.47 ms [2022-03-27 15:59:52 main:574] : INFO : Epoch 1820 | loss: 0.0312103 | val_loss: 0.0312146 | Time: 6512.67 ms [2022-03-27 15:59:59 main:574] : INFO : Epoch 1821 | loss: 0.0312113 | val_loss: 0.0312112 | Time: 6521.72 ms [2022-03-27 16:00:05 main:574] : INFO : Epoch 1822 | loss: 0.0312098 | val_loss: 0.0312112 | Time: 6541.84 ms [2022-03-27 16:00:12 main:574] : INFO : Epoch 1823 | loss: 0.0312095 | val_loss: 0.0312117 | Time: 6511.02 ms [2022-03-27 16:00:18 main:574] : INFO : Epoch 1824 | loss: 0.0312097 | val_loss: 0.0312118 | Time: 6532.89 ms [2022-03-27 16:00:25 main:574] : INFO : Epoch 1825 | loss: 0.0312101 | val_loss: 0.0312116 | Time: 6536.41 ms [2022-03-27 16:00:31 main:574] : INFO : Epoch 1826 | loss: 0.03121 | val_loss: 0.0312141 | Time: 6509.14 ms [2022-03-27 16:00:38 main:574] : INFO : Epoch 1827 | loss: 0.0312099 | val_loss: 0.0312116 | Time: 6547.93 ms [2022-03-27 16:00:44 main:574] : INFO : Epoch 1828 | loss: 0.0312099 | val_loss: 0.0312129 | Time: 6525.25 ms [2022-03-27 16:00:51 main:574] : INFO : Epoch 1829 | loss: 0.0312099 | val_loss: 0.0312112 | Time: 6517.03 ms [2022-03-27 16:00:58 main:574] : INFO : Epoch 1830 | loss: 0.0312099 | val_loss: 0.0312112 | Time: 6673.63 ms [2022-03-27 16:01:04 main:574] : INFO : Epoch 1831 | loss: 0.0312096 | val_loss: 0.0312112 | Time: 6521.81 ms [2022-03-27 16:01:11 main:574] : INFO : Epoch 1832 | loss: 0.0312102 | val_loss: 0.0312116 | Time: 6526.93 ms [2022-03-27 16:01:17 main:574] : INFO : Epoch 1833 | loss: 0.0312122 | val_loss: 0.0312128 | Time: 6507.08 ms [2022-03-27 16:01:24 main:574] : INFO : Epoch 1834 | loss: 0.0312098 | val_loss: 0.0312116 | Time: 6523.92 ms [2022-03-27 16:01:30 main:574] : INFO : Epoch 1835 | loss: 0.03121 | val_loss: 0.0312123 | Time: 6529.53 ms [2022-03-27 16:01:37 main:574] : INFO : Epoch 1836 | loss: 0.0312099 | val_loss: 0.0312121 | Time: 6524.62 ms [2022-03-27 16:01:43 main:574] : INFO : Epoch 1837 | loss: 0.0312101 | val_loss: 0.0312113 | Time: 6510.99 ms [2022-03-27 16:01:50 main:574] : INFO : Epoch 1838 | loss: 0.0312095 | val_loss: 0.0312111 | Time: 6530.74 ms [2022-03-27 16:01:56 main:574] : INFO : Epoch 1839 | loss: 0.0312096 | val_loss: 0.0312113 | Time: 6554.56 ms [2022-03-27 16:02:03 main:574] : INFO : Epoch 1840 | loss: 0.0312095 | val_loss: 0.0312125 | Time: 6515.44 ms [2022-03-27 16:02:09 main:574] : INFO : Epoch 1841 | loss: 0.0312098 | val_loss: 0.0312112 | Time: 6521.98 ms [2022-03-27 16:02:16 main:574] : INFO : Epoch 1842 | loss: 0.03121 | val_loss: 0.031212 | Time: 6538.8 ms [2022-03-27 16:02:22 main:574] : INFO : Epoch 1843 | loss: 0.0312104 | val_loss: 0.0312132 | Time: 6513.69 ms [2022-03-27 16:02:29 main:574] : INFO : Epoch 1844 | loss: 0.0312102 | val_loss: 0.0312121 | Time: 6564.97 ms [2022-03-27 16:02:36 main:574] : INFO : Epoch 1845 | loss: 0.0312115 | val_loss: 0.0312118 | Time: 6549.21 ms [2022-03-27 16:02:42 main:574] : INFO : Epoch 1846 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 6540.8 ms [2022-03-27 16:02:49 main:574] : INFO : Epoch 1847 | loss: 0.0312121 | val_loss: 0.0312135 | Time: 6517.06 ms [2022-03-27 16:02:55 main:574] : INFO : Epoch 1848 | loss: 0.0312117 | val_loss: 0.0312127 | Time: 6524.62 ms [2022-03-27 16:03:02 main:574] : INFO : Epoch 1849 | loss: 0.03121 | val_loss: 0.0312115 | Time: 6519.15 ms [2022-03-27 16:03:08 main:574] : INFO : Epoch 1850 | loss: 0.0312097 | val_loss: 0.0312126 | Time: 6520.87 ms [2022-03-27 16:03:15 main:574] : INFO : Epoch 1851 | loss: 0.0312107 | val_loss: 0.0312117 | Time: 6527.72 ms [2022-03-27 16:03:21 main:574] : INFO : Epoch 1852 | loss: 0.031211 | val_loss: 0.0312115 | Time: 6525.7 ms [2022-03-27 16:03:28 main:574] : INFO : Epoch 1853 | loss: 0.0312104 | val_loss: 0.0312116 | Time: 6514.04 ms [2022-03-27 16:03:34 main:574] : INFO : Epoch 1854 | loss: 0.0312106 | val_loss: 0.0312122 | Time: 6527.31 ms [2022-03-27 16:03:41 main:574] : INFO : Epoch 1855 | loss: 0.0312098 | val_loss: 0.0312123 | Time: 6545.85 ms [2022-03-27 16:03:47 main:574] : INFO : Epoch 1856 | loss: 0.0312099 | val_loss: 0.0312112 | Time: 6506.3 ms [2022-03-27 16:03:54 main:574] : INFO : Epoch 1857 | loss: 0.0312101 | val_loss: 0.0312111 | Time: 6613.44 ms [2022-03-27 16:04:01 main:574] : INFO : Epoch 1858 | loss: 0.0312099 | val_loss: 0.0312113 | Time: 6528.45 ms [2022-03-27 16:04:07 main:574] : INFO : Epoch 1859 | loss: 0.0312097 | val_loss: 0.0312112 | Time: 6571.76 ms [2022-03-27 16:04:14 main:574] : INFO : Epoch 1860 | loss: 0.0312099 | val_loss: 0.0312127 | Time: 6519.49 ms [2022-03-27 16:04:20 main:574] : INFO : Epoch 1861 | loss: 0.0312106 | val_loss: 0.0312112 | Time: 6542.48 ms [2022-03-27 16:04:27 main:574] : INFO : Epoch 1862 | loss: 0.03121 | val_loss: 0.0312112 | Time: 6518.95 ms [2022-03-27 16:04:33 main:574] : INFO : Epoch 1863 | loss: 0.0312096 | val_loss: 0.0312118 | Time: 6552.19 ms [2022-03-27 16:04:40 main:574] : INFO : Epoch 1864 | loss: 0.0312097 | val_loss: 0.0312113 | Time: 6531.16 ms [2022-03-27 16:04:46 main:574] : INFO : Epoch 1865 | loss: 0.0312105 | val_loss: 0.0312127 | Time: 6539.38 ms [2022-03-27 16:04:53 main:574] : INFO : Epoch 1866 | loss: 0.0312103 | val_loss: 0.0312119 | Time: 6510.09 ms [2022-03-27 16:04:59 main:574] : INFO : Epoch 1867 | loss: 0.0312116 | val_loss: 0.0312122 | Time: 6535.13 ms [2022-03-27 16:05:06 main:574] : INFO : Epoch 1868 | loss: 0.0312101 | val_loss: 0.0312116 | Time: 6540.01 ms [2022-03-27 16:05:12 main:574] : INFO : Epoch 1869 | loss: 0.0312098 | val_loss: 0.0312111 | Time: 6506.66 ms [2022-03-27 16:05:19 main:574] : INFO : Epoch 1870 | loss: 0.0312106 | val_loss: 0.0312113 | Time: 6525.88 ms [2022-03-27 16:05:26 main:574] : INFO : Epoch 1871 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 6530.88 ms [2022-03-27 16:05:32 main:574] : INFO : Epoch 1872 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 6523.42 ms [2022-03-27 16:05:39 main:574] : INFO : Epoch 1873 | loss: 0.031211 | val_loss: 0.0312171 | Time: 6525.69 ms [2022-03-27 16:05:45 main:574] : INFO : Epoch 1874 | loss: 0.0312113 | val_loss: 0.0312138 | Time: 6726.56 ms [2022-03-27 16:05:52 main:574] : INFO : Epoch 1875 | loss: 0.0312106 | val_loss: 0.0312139 | Time: 6547.59 ms [2022-03-27 16:05:59 main:574] : INFO : Epoch 1876 | loss: 0.031211 | val_loss: 0.0312115 | Time: 6629.99 ms [2022-03-27 16:06:05 main:574] : INFO : Epoch 1877 | loss: 0.0312115 | val_loss: 0.0312178 | Time: 6644.63 ms [2022-03-27 16:06:12 main:574] : INFO : Epoch 1878 | loss: 0.0312128 | val_loss: 0.031216 | Time: 6641.57 ms [2022-03-27 16:06:18 main:574] : INFO : Epoch 1879 | loss: 0.0312106 | val_loss: 0.0312113 | Time: 6501.76 ms [2022-03-27 16:06:25 main:574] : INFO : Epoch 1880 | loss: 0.0312096 | val_loss: 0.0312113 | Time: 6590.69 ms [2022-03-27 16:06:32 main:574] : INFO : Epoch 1881 | loss: 0.0312095 | val_loss: 0.0312126 | Time: 6533.12 ms [2022-03-27 16:06:38 main:574] : INFO : Epoch 1882 | loss: 0.0312101 | val_loss: 0.0312113 | Time: 6512.04 ms [2022-03-27 16:06:45 main:574] : INFO : Epoch 1883 | loss: 0.0312098 | val_loss: 0.0312111 | Time: 6534.2 ms [2022-03-27 16:06:51 main:574] : INFO : Epoch 1884 | loss: 0.0312102 | val_loss: 0.0312115 | Time: 6551.36 ms [2022-03-27 16:06:58 main:574] : INFO : Epoch 1885 | loss: 0.0312098 | val_loss: 0.0312114 | Time: 6509.03 ms [2022-03-27 16:07:04 main:574] : INFO : Epoch 1886 | loss: 0.0312097 | val_loss: 0.0312118 | Time: 6516.5 ms [2022-03-27 16:07:11 main:574] : INFO : Epoch 1887 | loss: 0.0312113 | val_loss: 0.0312124 | Time: 6537.3 ms [2022-03-27 16:07:17 main:574] : INFO : Epoch 1888 | loss: 0.0312104 | val_loss: 0.0312115 | Time: 6531.63 ms [2022-03-27 16:07:24 main:574] : INFO : Epoch 1889 | loss: 0.0312105 | val_loss: 0.0312118 | Time: 6527.36 ms [2022-03-27 16:07:30 main:574] : INFO : Epoch 1890 | loss: 0.0312099 | val_loss: 0.0312114 | Time: 6530.24 ms [2022-03-27 16:07:37 main:574] : INFO : Epoch 1891 | loss: 0.0312117 | val_loss: 0.0312198 | Time: 6537.57 ms [2022-03-27 16:07:43 main:574] : INFO : Epoch 1892 | loss: 0.0312147 | val_loss: 0.031214 | Time: 6515.91 ms [2022-03-27 16:07:50 main:574] : INFO : Epoch 1893 | loss: 0.0312114 | val_loss: 0.0312131 | Time: 6529.04 ms [2022-03-27 16:07:56 main:574] : INFO : Epoch 1894 | loss: 0.0312101 | val_loss: 0.0312123 | Time: 6534.78 ms [2022-03-27 16:08:03 main:574] : INFO : Epoch 1895 | loss: 0.0312105 | val_loss: 0.0312113 | Time: 6530.94 ms [2022-03-27 16:08:09 main:574] : INFO : Epoch 1896 | loss: 0.0312108 | val_loss: 0.0312128 | Time: 6516.86 ms [2022-03-27 16:08:16 main:574] : INFO : Epoch 1897 | loss: 0.0312105 | val_loss: 0.031211 | Time: 6539.68 ms [2022-03-27 16:08:23 main:574] : INFO : Epoch 1898 | loss: 0.0312117 | val_loss: 0.0312121 | Time: 6525.6 ms [2022-03-27 16:08:29 main:574] : INFO : Epoch 1899 | loss: 0.0312103 | val_loss: 0.0312112 | Time: 6508.87 ms [2022-03-27 16:08:36 main:574] : INFO : Epoch 1900 | loss: 0.0312108 | val_loss: 0.0312112 | Time: 6527.87 ms [2022-03-27 16:08:42 main:574] : INFO : Epoch 1901 | loss: 0.0312106 | val_loss: 0.0312118 | Time: 6526.39 ms [2022-03-27 16:08:49 main:574] : INFO : Epoch 1902 | loss: 0.0312102 | val_loss: 0.031211 | Time: 6508.22 ms [2022-03-27 16:08:55 main:574] : INFO : Epoch 1903 | loss: 0.03121 | val_loss: 0.0312126 | Time: 6528.32 ms [2022-03-27 16:09:02 main:574] : INFO : Epoch 1904 | loss: 0.0312099 | val_loss: 0.0312113 | Time: 6533.08 ms [2022-03-27 16:09:08 main:574] : INFO : Epoch 1905 | loss: 0.031211 | val_loss: 0.0312142 | Time: 6516.97 ms [2022-03-27 16:09:15 main:574] : INFO : Epoch 1906 | loss: 0.0312117 | val_loss: 0.0312116 | Time: 6541.63 ms [2022-03-27 16:09:21 main:574] : INFO : Epoch 1907 | loss: 0.031211 | val_loss: 0.0312123 | Time: 6540.52 ms [2022-03-27 16:09:28 main:574] : INFO : Epoch 1908 | loss: 0.0312098 | val_loss: 0.0312121 | Time: 6527.74 ms [2022-03-27 16:09:34 main:574] : INFO : Epoch 1909 | loss: 0.0312104 | val_loss: 0.0312111 | Time: 6510.15 ms [2022-03-27 16:09:41 main:574] : INFO : Epoch 1910 | loss: 0.0312103 | val_loss: 0.031212 | Time: 6535.84 ms [2022-03-27 16:09:48 main:574] : INFO : Epoch 1911 | loss: 0.0312111 | val_loss: 0.0312119 | Time: 6530.73 ms [2022-03-27 16:09:54 main:574] : INFO : Epoch 1912 | loss: 0.0312118 | val_loss: 0.0312119 | Time: 6509.27 ms [2022-03-27 16:10:01 main:574] : INFO : Epoch 1913 | loss: 0.0312103 | val_loss: 0.0312125 | Time: 6530.13 ms [2022-03-27 16:10:07 main:574] : INFO : Epoch 1914 | loss: 0.0312099 | val_loss: 0.0312132 | Time: 6525.91 ms [2022-03-27 16:10:14 main:574] : INFO : Epoch 1915 | loss: 0.0312117 | val_loss: 0.0312121 | Time: 6501.77 ms [2022-03-27 16:10:20 main:574] : INFO : Epoch 1916 | loss: 0.0312107 | val_loss: 0.0312112 | Time: 6519.28 ms [2022-03-27 16:10:27 main:574] : INFO : Epoch 1917 | loss: 0.0312105 | val_loss: 0.0312118 | Time: 6530.99 ms [2022-03-27 16:10:33 main:574] : INFO : Epoch 1918 | loss: 0.0312106 | val_loss: 0.0312112 | Time: 6524.76 ms [2022-03-27 16:10:40 main:574] : INFO : Epoch 1919 | loss: 0.03121 | val_loss: 0.0312121 | Time: 6519.91 ms [2022-03-27 16:10:46 main:574] : INFO : Epoch 1920 | loss: 0.0312104 | val_loss: 0.0312115 | Time: 6526.82 ms [2022-03-27 16:10:53 main:574] : INFO : Epoch 1921 | loss: 0.03121 | val_loss: 0.0312111 | Time: 6516.02 ms [2022-03-27 16:11:00 main:574] : INFO : Epoch 1922 | loss: 0.0312097 | val_loss: 0.0312112 | Time: 6901.17 ms [2022-03-27 16:11:06 main:574] : INFO : Epoch 1923 | loss: 0.0312108 | val_loss: 0.0312146 | Time: 6524.99 ms [2022-03-27 16:11:13 main:574] : INFO : Epoch 1924 | loss: 0.03121 | val_loss: 0.0312115 | Time: 6609.76 ms [2022-03-27 16:11:19 main:574] : INFO : Epoch 1925 | loss: 0.0312106 | val_loss: 0.0312112 | Time: 6504.87 ms [2022-03-27 16:11:26 main:574] : INFO : Epoch 1926 | loss: 0.0312109 | val_loss: 0.0312145 | Time: 6554.79 ms [2022-03-27 16:11:32 main:574] : INFO : Epoch 1927 | loss: 0.0312111 | val_loss: 0.0312119 | Time: 6525.35 ms [2022-03-27 16:11:39 main:574] : INFO : Epoch 1928 | loss: 0.0312108 | val_loss: 0.0312119 | Time: 6546.3 ms [2022-03-27 16:11:46 main:574] : INFO : Epoch 1929 | loss: 0.0312114 | val_loss: 0.0312123 | Time: 6534.25 ms [2022-03-27 16:11:52 main:574] : INFO : Epoch 1930 | loss: 0.03121 | val_loss: 0.0312114 | Time: 6538.07 ms [2022-03-27 16:11:59 main:574] : INFO : Epoch 1931 | loss: 0.0312097 | val_loss: 0.0312116 | Time: 6514.74 ms [2022-03-27 16:12:05 main:574] : INFO : Epoch 1932 | loss: 0.03121 | val_loss: 0.0312128 | Time: 6512.93 ms [2022-03-27 16:12:12 main:574] : INFO : Epoch 1933 | loss: 0.0312118 | val_loss: 0.0312149 | Time: 6527.18 ms [2022-03-27 16:12:18 main:574] : INFO : Epoch 1934 | loss: 0.031213 | val_loss: 0.0312146 | Time: 6523.17 ms [2022-03-27 16:12:25 main:574] : INFO : Epoch 1935 | loss: 0.0312112 | val_loss: 0.0312113 | Time: 6528.23 ms [2022-03-27 16:12:31 main:574] : INFO : Epoch 1936 | loss: 0.0312134 | val_loss: 0.0312151 | Time: 6536.38 ms [2022-03-27 16:12:38 main:574] : INFO : Epoch 1937 | loss: 0.0312129 | val_loss: 0.0312167 | Time: 6530.09 ms [2022-03-27 16:12:44 main:574] : INFO : Epoch 1938 | loss: 0.0312128 | val_loss: 0.0312114 | Time: 6505.88 ms [2022-03-27 16:12:51 main:574] : INFO : Epoch 1939 | loss: 0.0312102 | val_loss: 0.0312115 | Time: 6522.01 ms [2022-03-27 16:12:57 main:574] : INFO : Epoch 1940 | loss: 0.0312099 | val_loss: 0.0312115 | Time: 6525.27 ms [2022-03-27 16:13:04 main:574] : INFO : Epoch 1941 | loss: 0.0312105 | val_loss: 0.0312115 | Time: 6523.18 ms [2022-03-27 16:13:10 main:574] : INFO : Epoch 1942 | loss: 0.0312101 | val_loss: 0.0312112 | Time: 6534.26 ms [2022-03-27 16:13:17 main:574] : INFO : Epoch 1943 | loss: 0.03121 | val_loss: 0.0312114 | Time: 6531.19 ms [2022-03-27 16:13:23 main:574] : INFO : Epoch 1944 | loss: 0.0312098 | val_loss: 0.0312129 | Time: 6529.71 ms [2022-03-27 16:13:30 main:574] : INFO : Epoch 1945 | loss: 0.0312102 | val_loss: 0.0312122 | Time: 6508.34 ms [2022-03-27 16:13:37 main:574] : INFO : Epoch 1946 | loss: 0.0312101 | val_loss: 0.0312149 | Time: 6524.97 ms [2022-03-27 16:13:43 main:574] : INFO : Epoch 1947 | loss: 0.0312117 | val_loss: 0.0312122 | Time: 6549.22 ms [2022-03-27 16:13:50 main:574] : INFO : Epoch 1948 | loss: 0.0312098 | val_loss: 0.0312126 | Time: 6532.24 ms [2022-03-27 16:13:56 main:574] : INFO : Epoch 1949 | loss: 0.0312103 | val_loss: 0.0312119 | Time: 6529.87 ms [2022-03-27 16:14:03 main:574] : INFO : Epoch 1950 | loss: 0.0312113 | val_loss: 0.0312117 | Time: 6529.55 ms [2022-03-27 16:14:09 main:574] : INFO : Epoch 1951 | loss: 0.0312112 | val_loss: 0.0312124 | Time: 6517.53 ms [2022-03-27 16:14:16 main:574] : INFO : Epoch 1952 | loss: 0.03121 | val_loss: 0.0312131 | Time: 6526.34 ms [2022-03-27 16:14:22 main:574] : INFO : Epoch 1953 | loss: 0.0312108 | val_loss: 0.0312114 | Time: 6522.78 ms [2022-03-27 16:14:29 main:574] : INFO : Epoch 1954 | loss: 0.0312109 | val_loss: 0.0312118 | Time: 6533.69 ms [2022-03-27 16:14:35 main:574] : INFO : Epoch 1955 | loss: 0.0312098 | val_loss: 0.0312111 | Time: 6507.02 ms [2022-03-27 16:14:42 main:574] : INFO : Epoch 1956 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 6536.65 ms [2022-03-27 16:14:48 main:574] : INFO : Epoch 1957 | loss: 0.0312102 | val_loss: 0.0312112 | Time: 6525.91 ms [2022-03-27 16:14:55 main:574] : INFO : Epoch 1958 | loss: 0.0312098 | val_loss: 0.0312118 | Time: 6529.92 ms [2022-03-27 16:15:01 main:574] : INFO : Epoch 1959 | loss: 0.0312112 | val_loss: 0.0312132 | Time: 6530.38 ms [2022-03-27 16:15:08 main:574] : INFO : Epoch 1960 | loss: 0.0312104 | val_loss: 0.0312123 | Time: 6523.73 ms [2022-03-27 16:15:15 main:574] : INFO : Epoch 1961 | loss: 0.031211 | val_loss: 0.0312152 | Time: 6518.93 ms [2022-03-27 16:15:21 main:574] : INFO : Epoch 1962 | loss: 0.0312103 | val_loss: 0.0312113 | Time: 6536.85 ms [2022-03-27 16:15:28 main:574] : INFO : Epoch 1963 | loss: 0.0312097 | val_loss: 0.031211 | Time: 6524.42 ms [2022-03-27 16:15:34 main:574] : INFO : Epoch 1964 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 6522.88 ms [2022-03-27 16:15:41 main:574] : INFO : Epoch 1965 | loss: 0.0312111 | val_loss: 0.0312119 | Time: 6538.73 ms [2022-03-27 16:15:47 main:574] : INFO : Epoch 1966 | loss: 0.0312105 | val_loss: 0.0312128 | Time: 6525.37 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GT 1030) [2022-03-27 19:26:08 main:435] : INFO : Set logging level to 1 [2022-03-27 19:26:08 main:441] : INFO : Running in BOINC Client mode [2022-03-27 19:26:08 main:444] : INFO : Resolving all filenames [2022-03-27 19:26:08 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-27 19:26:08 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-27 19:26:08 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-27 19:26:08 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-27 19:26:08 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-27 19:26:08 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-27 19:26:08 main:474] : INFO : Configuration: [2022-03-27 19:26:08 main:475] : INFO : Model type: GRU [2022-03-27 19:26:08 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-27 19:26:08 main:477] : INFO : Max Epochs: 2048 [2022-03-27 19:26:08 main:478] : INFO : Batch Size: 128 [2022-03-27 19:26:08 main:479] : INFO : Learning Rate: 0.01 [2022-03-27 19:26:08 main:480] : INFO : Patience: 10 [2022-03-27 19:26:08 main:481] : INFO : Hidden Width: 12 [2022-03-27 19:26:08 main:482] : INFO : # Recurrent Layers: 4 [2022-03-27 19:26:08 main:483] : INFO : # Backend Layers: 4 [2022-03-27 19:26:08 main:484] : INFO : # Threads: 1 [2022-03-27 19:26:08 main:486] : INFO : Preparing Dataset [2022-03-27 19:26:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-27 19:26:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-27 19:26:17 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-27 19:26:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-27 19:26:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-27 19:26:18 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-27 19:26:18 main:494] : INFO : Creating Model [2022-03-27 19:26:18 main:507] : INFO : Preparing config file [2022-03-27 19:26:18 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-27 19:26:18 main:512] : INFO : Loading config [2022-03-27 19:26:18 main:514] : INFO : Loading state [2022-03-27 19:26:23 main:559] : INFO : Loading DataLoader into Memory [2022-03-27 19:26:23 main:562] : INFO : Starting Training [2022-03-27 19:26:34 main:574] : INFO : Epoch 1967 | loss: 0.0313192 | val_loss: 0.0312257 | Time: 10407.1 ms [2022-03-27 19:26:40 main:574] : INFO : Epoch 1968 | loss: 0.0312139 | val_loss: 0.0312091 | Time: 6545.21 ms [2022-03-27 19:26:47 main:574] : INFO : Epoch 1969 | loss: 0.0312031 | val_loss: 0.0311986 | Time: 6528.1 ms [2022-03-27 19:26:53 main:574] : INFO : Epoch 1970 | loss: 0.0311976 | val_loss: 0.0311963 | Time: 6565.46 ms [2022-03-27 19:27:01 main:574] : INFO : Epoch 1971 | loss: 0.0311969 | val_loss: 0.0311963 | Time: 7625.32 ms [2022-03-27 19:27:07 main:574] : INFO : Epoch 1972 | loss: 0.0312001 | val_loss: 0.0312 | Time: 6556.96 ms [2022-03-27 19:27:14 main:574] : INFO : Epoch 1973 | loss: 0.0312017 | val_loss: 0.0311995 | Time: 6543.9 ms [2022-03-27 19:27:21 main:574] : INFO : Epoch 1974 | loss: 0.0312003 | val_loss: 0.0311971 | Time: 6538.69 ms [2022-03-27 19:27:27 main:574] : INFO : Epoch 1975 | loss: 0.0311984 | val_loss: 0.0311951 | Time: 6550.74 ms [2022-03-27 19:27:34 main:574] : INFO : Epoch 1976 | loss: 0.0311973 | val_loss: 0.0311942 | Time: 6565.09 ms [2022-03-27 19:27:40 main:574] : INFO : Epoch 1977 | loss: 0.0311956 | val_loss: 0.0311921 | Time: 6549.9 ms [2022-03-27 19:27:47 main:574] : INFO : Epoch 1978 | loss: 0.0311941 | val_loss: 0.031193 | Time: 6546.08 ms [2022-03-27 19:27:53 main:574] : INFO : Epoch 1979 | loss: 0.0311963 | val_loss: 0.031199 | Time: 6552.04 ms [2022-03-27 19:28:00 main:574] : INFO : Epoch 1980 | loss: 0.0311983 | val_loss: 0.0311989 | Time: 6550.44 ms [2022-03-27 19:28:06 main:574] : INFO : Epoch 1981 | loss: 0.0312003 | val_loss: 0.0311983 | Time: 6531.2 ms [2022-03-27 19:28:13 main:574] : INFO : Epoch 1982 | loss: 0.0312 | val_loss: 0.0311991 | Time: 6560.3 ms [2022-03-27 19:28:20 main:574] : INFO : Epoch 1983 | loss: 0.0311988 | val_loss: 0.0311994 | Time: 6561.05 ms [2022-03-27 19:28:26 main:574] : INFO : Epoch 1984 | loss: 0.031199 | val_loss: 0.0311976 | Time: 6537.42 ms [2022-03-27 19:28:33 main:574] : INFO : Epoch 1985 | loss: 0.0311969 | val_loss: 0.0311966 | Time: 6537.46 ms [2022-03-27 19:28:39 main:574] : INFO : Epoch 1986 | loss: 0.0311953 | val_loss: 0.031197 | Time: 6554.41 ms [2022-03-27 19:28:46 main:574] : INFO : Epoch 1987 | loss: 0.0311964 | val_loss: 0.031197 | Time: 6533.9 ms [2022-03-27 19:28:52 main:574] : INFO : Epoch 1988 | loss: 0.0311948 | val_loss: 0.0311959 | Time: 6563.19 ms [2022-03-27 19:28:59 main:574] : INFO : Epoch 1989 | loss: 0.0311937 | val_loss: 0.0311946 | Time: 6562.21 ms [2022-03-27 19:29:05 main:574] : INFO : Epoch 1990 | loss: 0.0311938 | val_loss: 0.0311951 | Time: 6547.35 ms [2022-03-27 19:29:12 main:574] : INFO : Epoch 1991 | loss: 0.0311932 | val_loss: 0.0311967 | Time: 6551.3 ms [2022-03-27 19:29:19 main:574] : INFO : Epoch 1992 | loss: 0.0311937 | val_loss: 0.0311952 | Time: 6568.7 ms [2022-03-27 19:29:25 main:574] : INFO : Epoch 1993 | loss: 0.031192 | val_loss: 0.0311949 | Time: 6552.44 ms [2022-03-27 19:29:32 main:574] : INFO : Epoch 1994 | loss: 0.0311933 | val_loss: 0.0311951 | Time: 6545.48 ms [2022-03-27 19:29:38 main:574] : INFO : Epoch 1995 | loss: 0.0311929 | val_loss: 0.0311946 | Time: 6556.07 ms [2022-03-27 19:29:45 main:574] : INFO : Epoch 1996 | loss: 0.0311918 | val_loss: 0.0311939 | Time: 6550.81 ms [2022-03-27 19:29:51 main:574] : INFO : Epoch 1997 | loss: 0.0311919 | val_loss: 0.0311977 | Time: 6532.74 ms [2022-03-27 19:29:58 main:574] : INFO : Epoch 1998 | loss: 0.0311961 | val_loss: 0.0312001 | Time: 6554.96 ms [2022-03-27 19:30:04 main:574] : INFO : Epoch 1999 | loss: 0.0311953 | val_loss: 0.0311962 | Time: 6534.79 ms [2022-03-27 19:30:11 main:574] : INFO : Epoch 2000 | loss: 0.0311942 | val_loss: 0.0311973 | Time: 6531.53 ms [2022-03-27 19:30:18 main:574] : INFO : Epoch 2001 | loss: 0.0311952 | val_loss: 0.0311957 | Time: 6537.24 ms [2022-03-27 19:30:24 main:574] : INFO : Epoch 2002 | loss: 0.0311928 | val_loss: 0.0311944 | Time: 6542.91 ms [2022-03-27 19:30:31 main:574] : INFO : Epoch 2003 | loss: 0.0311928 | val_loss: 0.031195 | Time: 6539.91 ms [2022-03-27 19:30:37 main:574] : INFO : Epoch 2004 | loss: 0.0311917 | val_loss: 0.0311951 | Time: 6530.73 ms [2022-03-27 19:30:44 main:574] : INFO : Epoch 2005 | loss: 0.0311919 | val_loss: 0.0311993 | Time: 6537.6 ms [2022-03-27 19:30:50 main:574] : INFO : Epoch 2006 | loss: 0.031192 | val_loss: 0.0311939 | Time: 6553.07 ms [2022-03-27 19:30:57 main:574] : INFO : Epoch 2007 | loss: 0.0311914 | val_loss: 0.0311954 | Time: 6636.35 ms [2022-03-27 19:31:03 main:574] : INFO : Epoch 2008 | loss: 0.0311899 | val_loss: 0.0311941 | Time: 6547.31 ms [2022-03-27 19:31:10 main:574] : INFO : Epoch 2009 | loss: 0.0311895 | val_loss: 0.0311939 | Time: 6541.3 ms [2022-03-27 19:31:17 main:574] : INFO : Epoch 2010 | loss: 0.0311886 | val_loss: 0.0311933 | Time: 6531.1 ms [2022-03-27 19:31:23 main:574] : INFO : Epoch 2011 | loss: 0.0311883 | val_loss: 0.0311951 | Time: 6597.96 ms [2022-03-27 19:31:30 main:574] : INFO : Epoch 2012 | loss: 0.0311884 | val_loss: 0.031193 | Time: 6553.72 ms [2022-03-27 19:31:36 main:574] : INFO : Epoch 2013 | loss: 0.0311911 | val_loss: 0.0312042 | Time: 6535.12 ms [2022-03-27 19:31:43 main:574] : INFO : Epoch 2014 | loss: 0.0311986 | val_loss: 0.0311975 | Time: 6545.16 ms [2022-03-27 19:31:49 main:574] : INFO : Epoch 2015 | loss: 0.0311956 | val_loss: 0.0311954 | Time: 6555.76 ms [2022-03-27 19:31:56 main:574] : INFO : Epoch 2016 | loss: 0.0311967 | val_loss: 0.0311953 | Time: 6554.57 ms [2022-03-27 19:32:02 main:574] : INFO : Epoch 2017 | loss: 0.0311934 | val_loss: 0.0311961 | Time: 6530.96 ms [2022-03-27 19:32:09 main:574] : INFO : Epoch 2018 | loss: 0.0311917 | val_loss: 0.0311947 | Time: 6556.81 ms [2022-03-27 19:32:16 main:574] : INFO : Epoch 2019 | loss: 0.0311907 | val_loss: 0.0311946 | Time: 6539.89 ms [2022-03-27 19:32:22 main:574] : INFO : Epoch 2020 | loss: 0.0311919 | val_loss: 0.0311939 | Time: 6555.43 ms [2022-03-27 19:32:29 main:574] : INFO : Epoch 2021 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 6535.93 ms [2022-03-27 19:32:35 main:574] : INFO : Epoch 2022 | loss: 0.0311891 | val_loss: 0.0311931 | Time: 6562.68 ms [2022-03-27 19:32:42 main:574] : INFO : Epoch 2023 | loss: 0.0311902 | val_loss: 0.031198 | Time: 6529.38 ms [2022-03-27 19:32:48 main:574] : INFO : Epoch 2024 | loss: 0.0311956 | val_loss: 0.0311989 | Time: 6550.86 ms [2022-03-27 19:32:55 main:574] : INFO : Epoch 2025 | loss: 0.0311963 | val_loss: 0.0312043 | Time: 6548.3 ms [2022-03-27 19:33:01 main:574] : INFO : Epoch 2026 | loss: 0.0311944 | val_loss: 0.0311953 | Time: 6543.2 ms [2022-03-27 19:33:08 main:574] : INFO : Epoch 2027 | loss: 0.031192 | val_loss: 0.0311942 | Time: 6535.47 ms [2022-03-27 19:33:14 main:574] : INFO : Epoch 2028 | loss: 0.0311921 | val_loss: 0.0311966 | Time: 6555.31 ms [2022-03-27 19:33:21 main:574] : INFO : Epoch 2029 | loss: 0.031195 | val_loss: 0.0311957 | Time: 6558.2 ms [2022-03-27 19:33:28 main:574] : INFO : Epoch 2030 | loss: 0.03119 | val_loss: 0.0311943 | Time: 6542.8 ms [2022-03-27 19:33:34 main:574] : INFO : Epoch 2031 | loss: 0.0311926 | val_loss: 0.031199 | Time: 6554.11 ms [2022-03-27 19:33:41 main:574] : INFO : Epoch 2032 | loss: 0.0311927 | val_loss: 0.0311986 | Time: 6553.9 ms [2022-03-27 19:33:47 main:574] : INFO : Epoch 2033 | loss: 0.0311927 | val_loss: 0.0311968 | Time: 6514.91 ms [2022-03-27 19:33:54 main:574] : INFO : Epoch 2034 | loss: 0.031191 | val_loss: 0.031196 | Time: 6542.09 ms [2022-03-27 19:34:00 main:574] : INFO : Epoch 2035 | loss: 0.0311895 | val_loss: 0.031195 | Time: 6544.51 ms [2022-03-27 19:34:07 main:574] : INFO : Epoch 2036 | loss: 0.0311901 | val_loss: 0.0311968 | Time: 6531.63 ms [2022-03-27 19:34:13 main:574] : INFO : Epoch 2037 | loss: 0.0311904 | val_loss: 0.0311969 | Time: 6543.15 ms [2022-03-27 19:34:20 main:574] : INFO : Epoch 2038 | loss: 0.0311883 | val_loss: 0.0311954 | Time: 6546.83 ms [2022-03-27 19:34:26 main:574] : INFO : Epoch 2039 | loss: 0.031188 | val_loss: 0.0311962 | Time: 6542.79 ms [2022-03-27 19:34:33 main:574] : INFO : Epoch 2040 | loss: 0.0311906 | val_loss: 0.0311953 | Time: 6541.87 ms [2022-03-27 19:34:40 main:574] : INFO : Epoch 2041 | loss: 0.0311883 | val_loss: 0.0311957 | Time: 6549.88 ms [2022-03-27 19:34:46 main:574] : INFO : Epoch 2042 | loss: 0.031186 | val_loss: 0.0311934 | Time: 6578.73 ms [2022-03-27 19:34:53 main:574] : INFO : Epoch 2043 | loss: 0.0311865 | val_loss: 0.031193 | Time: 6527.81 ms [2022-03-27 19:34:59 main:574] : INFO : Epoch 2044 | loss: 0.0311871 | val_loss: 0.0311948 | Time: 6569.63 ms [2022-03-27 19:35:06 main:574] : INFO : Epoch 2045 | loss: 0.0311856 | val_loss: 0.0311941 | Time: 6537.28 ms [2022-03-27 19:35:12 main:574] : INFO : Epoch 2046 | loss: 0.0311861 | val_loss: 0.0311944 | Time: 6534.58 ms [2022-03-27 19:35:19 main:574] : INFO : Epoch 2047 | loss: 0.031186 | val_loss: 0.0311971 | Time: 6538.65 ms [2022-03-27 19:35:25 main:574] : INFO : Epoch 2048 | loss: 0.0311875 | val_loss: 0.0312023 | Time: 6572.54 ms [2022-03-27 19:35:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312023 [2022-03-27 19:35:25 main:603] : INFO : Saving end state to config to file [2022-03-27 19:35:25 main:608] : INFO : Success, exiting.. 19:35:26 (11628): 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)