Task 12799907
| Name | ParityModified-1645994167-18210-2-0_0 |
| Workunit | 9947067 |
| Created | 8 Mar 2022, 22:14:55 UTC |
| Sent | 10 Mar 2022, 21:39:41 UTC |
| Report deadline | 18 Mar 2022, 21:39:41 UTC |
| Received | 12 Mar 2022, 5:37:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19941 |
| Run time | 1 hours 26 min 46 sec |
| CPU time | 1 hours 24 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,308.78 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0312115 | val_loss: 0.031211 | Time: 2494.09 ms [2022-03-12 00:42:45 main:574] : INFO : Epoch 1543 | loss: 0.0312111 | val_loss: 0.0312104 | Time: 2378.05 ms [2022-03-12 00:42:47 main:574] : INFO : Epoch 1544 | loss: 0.0312109 | val_loss: 0.0312117 | Time: 2483.95 ms [2022-03-12 00:42:50 main:574] : INFO : Epoch 1545 | loss: 0.0312118 | val_loss: 0.0312105 | Time: 2379.18 ms [2022-03-12 00:42:52 main:574] : INFO : Epoch 1546 | loss: 0.0312111 | val_loss: 0.0312107 | Time: 2465.01 ms [2022-03-12 00:42:55 main:574] : INFO : Epoch 1547 | loss: 0.0312112 | val_loss: 0.0312111 | Time: 2587.91 ms [2022-03-12 00:42:58 main:574] : INFO : Epoch 1548 | loss: 0.0312117 | val_loss: 0.0312114 | Time: 2595.1 ms [2022-03-12 00:43:00 main:574] : INFO : Epoch 1549 | loss: 0.0312112 | val_loss: 0.0312114 | Time: 2592.73 ms [2022-03-12 00:43:03 main:574] : INFO : Epoch 1550 | loss: 0.0312111 | val_loss: 0.0312106 | Time: 2592.12 ms [2022-03-12 00:43:05 main:574] : INFO : Epoch 1551 | loss: 0.0312112 | val_loss: 0.0312112 | Time: 2373.04 ms [2022-03-12 00:43:08 main:574] : INFO : Epoch 1552 | loss: 0.0312112 | val_loss: 0.0312105 | Time: 2510.15 ms [2022-03-12 00:43:10 main:574] : INFO : Epoch 1553 | loss: 0.0312111 | val_loss: 0.031211 | Time: 2379.7 ms [2022-03-12 00:43:13 main:574] : INFO : Epoch 1554 | loss: 0.031211 | val_loss: 0.0312108 | Time: 2516.53 ms [2022-03-12 00:43:16 main:574] : INFO : Epoch 1555 | loss: 0.031211 | val_loss: 0.0312113 | Time: 2582.09 ms [2022-03-12 00:43:18 main:574] : INFO : Epoch 1556 | loss: 0.0312112 | val_loss: 0.0312122 | Time: 2598.17 ms [2022-03-12 00:43:21 main:574] : INFO : Epoch 1557 | loss: 0.0312119 | val_loss: 0.0312109 | Time: 2374.95 ms [2022-03-12 00:43:23 main:574] : INFO : Epoch 1558 | loss: 0.031212 | val_loss: 0.0312116 | Time: 2509.71 ms [2022-03-12 00:43:26 main:574] : INFO : Epoch 1559 | loss: 0.0312115 | val_loss: 0.0312119 | Time: 2570.1 ms [2022-03-12 00:43:29 main:574] : INFO : Epoch 1560 | loss: 0.0312118 | val_loss: 0.0312109 | Time: 2594.39 ms [2022-03-12 00:43:31 main:574] : INFO : Epoch 1561 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 2586.88 ms [2022-03-12 00:43:34 main:574] : INFO : Epoch 1562 | loss: 0.0312112 | val_loss: 0.0312105 | Time: 2596.86 ms [2022-03-12 00:43:37 main:574] : INFO : Epoch 1563 | loss: 0.0312109 | val_loss: 0.0312105 | Time: 2594.57 ms [2022-03-12 00:43:39 main:574] : INFO : Epoch 1564 | loss: 0.0312109 | val_loss: 0.0312105 | Time: 2373.82 ms [2022-03-12 00:43:41 main:574] : INFO : Epoch 1565 | loss: 0.031211 | val_loss: 0.0312106 | Time: 2378.94 ms [2022-03-12 00:43:44 main:574] : INFO : Epoch 1566 | loss: 0.0312115 | val_loss: 0.0312119 | Time: 2572.08 ms [2022-03-12 00:43:47 main:574] : INFO : Epoch 1567 | loss: 0.0312144 | val_loss: 0.0312114 | Time: 2577.96 ms [2022-03-12 00:43:49 main:574] : INFO : Epoch 1568 | loss: 0.0312122 | val_loss: 0.0312111 | Time: 2597.15 ms [2022-03-12 00:43:52 main:574] : INFO : Epoch 1569 | loss: 0.0312113 | val_loss: 0.031211 | Time: 2591.53 ms [2022-03-12 00:43:55 main:574] : INFO : Epoch 1570 | loss: 0.0312113 | val_loss: 0.0312104 | Time: 2587.2 ms [2022-03-12 00:43:57 main:574] : INFO : Epoch 1571 | loss: 0.0312111 | val_loss: 0.0312107 | Time: 2591.85 ms [2022-03-12 00:44:00 main:574] : INFO : Epoch 1572 | loss: 0.0312117 | val_loss: 0.0312109 | Time: 2594.14 ms [2022-03-12 00:44:03 main:574] : INFO : Epoch 1573 | loss: 0.0312123 | val_loss: 0.0312111 | Time: 2586.51 ms [2022-03-12 00:44:06 main:574] : INFO : Epoch 1574 | loss: 0.0312117 | val_loss: 0.0312108 | Time: 2597.67 ms [2022-03-12 00:44:08 main:574] : INFO : Epoch 1575 | loss: 0.0312116 | val_loss: 0.0312111 | Time: 2581.49 ms [2022-03-12 00:44:11 main:574] : INFO : Epoch 1576 | loss: 0.0312113 | val_loss: 0.0312104 | Time: 2379.17 ms [2022-03-12 00:44:13 main:574] : INFO : Epoch 1577 | loss: 0.0312112 | val_loss: 0.0312105 | Time: 2501.14 ms [2022-03-12 00:44:16 main:574] : INFO : Epoch 1578 | loss: 0.0312114 | val_loss: 0.0312114 | Time: 2380.73 ms [2022-03-12 00:44:18 main:574] : INFO : Epoch 1579 | loss: 0.0312119 | val_loss: 0.0312109 | Time: 2498.99 ms [2022-03-12 00:44:21 main:574] : INFO : Epoch 1580 | loss: 0.0312134 | val_loss: 0.0312104 | Time: 2570.83 ms [2022-03-12 00:44:24 main:574] : INFO : Epoch 1581 | loss: 0.031212 | val_loss: 0.0312104 | Time: 2585.43 ms [2022-03-12 00:44:26 main:574] : INFO : Epoch 1582 | loss: 0.0312115 | val_loss: 0.0312113 | Time: 2593.97 ms [2022-03-12 00:44:29 main:574] : INFO : Epoch 1583 | loss: 0.0312111 | val_loss: 0.0312107 | Time: 2588.36 ms [2022-03-12 00:44:31 main:574] : INFO : Epoch 1584 | loss: 0.0312123 | val_loss: 0.0312116 | Time: 2382.49 ms [2022-03-12 00:44:34 main:574] : INFO : Epoch 1585 | loss: 0.0312114 | val_loss: 0.0312104 | Time: 2508.57 ms [2022-03-12 00:44:36 main:574] : INFO : Epoch 1586 | loss: 0.0312114 | val_loss: 0.0312107 | Time: 2374.56 ms [2022-03-12 00:44:39 main:574] : INFO : Epoch 1587 | loss: 0.0312114 | val_loss: 0.0312132 | Time: 2500.19 ms [2022-03-12 00:44:41 main:574] : INFO : Epoch 1588 | loss: 0.0312128 | val_loss: 0.031211 | Time: 2377.94 ms [2022-03-12 00:44:44 main:574] : INFO : Epoch 1589 | loss: 0.0312113 | val_loss: 0.0312129 | Time: 2500.92 ms [2022-03-12 00:44:47 main:574] : INFO : Epoch 1590 | loss: 0.0312115 | val_loss: 0.0312116 | Time: 2570.54 ms [2022-03-12 00:44:49 main:574] : INFO : Epoch 1591 | loss: 0.0312116 | val_loss: 0.031211 | Time: 2584.56 ms [2022-03-12 00:44:52 main:574] : INFO : Epoch 1592 | loss: 0.031213 | val_loss: 0.0312108 | Time: 2590.36 ms [2022-03-12 00:44:55 main:574] : INFO : Epoch 1593 | loss: 0.0312111 | val_loss: 0.0312108 | Time: 2590.25 ms [2022-03-12 00:44:57 main:574] : INFO : Epoch 1594 | loss: 0.0312118 | val_loss: 0.0312122 | Time: 2379.36 ms [2022-03-12 00:45:00 main:574] : INFO : Epoch 1595 | loss: 0.0312117 | val_loss: 0.0312106 | Time: 2514.12 ms [2022-03-12 00:45:02 main:574] : INFO : Epoch 1596 | loss: 0.0312111 | val_loss: 0.0312107 | Time: 2379.37 ms [2022-03-12 00:45:05 main:574] : INFO : Epoch 1597 | loss: 0.0312112 | val_loss: 0.0312121 | Time: 2508.77 ms [2022-03-12 00:45:07 main:574] : INFO : Epoch 1598 | loss: 0.031212 | val_loss: 0.0312138 | Time: 2379.94 ms [2022-03-12 00:45:10 main:574] : INFO : Epoch 1599 | loss: 0.0312114 | val_loss: 0.0312109 | Time: 2492.93 ms [2022-03-12 00:45:12 main:574] : INFO : Epoch 1600 | loss: 0.0312116 | val_loss: 0.0312152 | Time: 2376.08 ms [2022-03-12 00:45:15 main:574] : INFO : Epoch 1601 | loss: 0.0312119 | val_loss: 0.0312111 | Time: 2500.17 ms [2022-03-12 00:45:17 main:574] : INFO : Epoch 1602 | loss: 0.0312108 | val_loss: 0.031211 | Time: 2569.72 ms [2022-03-12 00:45:20 main:574] : INFO : Epoch 1603 | loss: 0.0312115 | val_loss: 0.0312108 | Time: 2594.85 ms [2022-03-12 00:45:23 main:574] : INFO : Epoch 1604 | loss: 0.031211 | val_loss: 0.0312107 | Time: 2587.05 ms [2022-03-12 00:45:25 main:574] : INFO : Epoch 1605 | loss: 0.0312111 | val_loss: 0.031211 | Time: 2592.19 ms [2022-03-12 00:45:28 main:574] : INFO : Epoch 1606 | loss: 0.0312115 | val_loss: 0.0312112 | Time: 2590.57 ms [2022-03-12 00:45:31 main:574] : INFO : Epoch 1607 | loss: 0.031211 | val_loss: 0.0312116 | Time: 2590.22 ms [2022-03-12 00:45:33 main:574] : INFO : Epoch 1608 | loss: 0.0312115 | val_loss: 0.0312106 | Time: 2379.23 ms [2022-03-12 00:45:36 main:574] : INFO : Epoch 1609 | loss: 0.0312111 | val_loss: 0.0312105 | Time: 2512.75 ms [2022-03-12 00:45:38 main:574] : INFO : Epoch 1610 | loss: 0.0312114 | val_loss: 0.0312139 | Time: 2585.25 ms [2022-03-12 00:45:41 main:574] : INFO : Epoch 1611 | loss: 0.031212 | val_loss: 0.0312114 | Time: 2582.79 ms [2022-03-12 00:45:43 main:574] : INFO : Epoch 1612 | loss: 0.0312111 | val_loss: 0.0312105 | Time: 2375.49 ms [2022-03-12 00:45:46 main:574] : INFO : Epoch 1613 | loss: 0.0312116 | val_loss: 0.031212 | Time: 2511.53 ms [2022-03-12 00:45:48 main:574] : INFO : Epoch 1614 | loss: 0.0312124 | val_loss: 0.0312168 | Time: 2375.92 ms [2022-03-12 00:45:51 main:574] : INFO : Epoch 1615 | loss: 0.0312136 | val_loss: 0.0312111 | Time: 2509.51 ms [2022-03-12 00:45:53 main:574] : INFO : Epoch 1616 | loss: 0.0312112 | val_loss: 0.0312104 | Time: 2378.46 ms [2022-03-12 00:45:56 main:574] : INFO : Epoch 1617 | loss: 0.0312114 | val_loss: 0.031211 | Time: 2506.75 ms [2022-03-12 00:45:59 main:574] : INFO : Epoch 1618 | loss: 0.0312112 | val_loss: 0.0312112 | Time: 2380.47 ms [2022-03-12 00:46:01 main:574] : INFO : Epoch 1619 | loss: 0.0312113 | val_loss: 0.0312107 | Time: 2508.53 ms [2022-03-12 00:46:04 main:574] : INFO : Epoch 1620 | loss: 0.0312116 | val_loss: 0.0312108 | Time: 2377.37 ms [2022-03-12 00:46:06 main:574] : INFO : Epoch 1621 | loss: 0.0312112 | val_loss: 0.0312116 | Time: 2376 ms [2022-03-12 00:46:09 main:574] : INFO : Epoch 1622 | loss: 0.0312124 | val_loss: 0.0312123 | Time: 2560.49 ms [2022-03-12 00:46:11 main:574] : INFO : Epoch 1623 | loss: 0.0312124 | val_loss: 0.0312123 | Time: 2378.44 ms [2022-03-12 00:46:14 main:574] : INFO : Epoch 1624 | loss: 0.0312121 | val_loss: 0.0312112 | Time: 2514.66 ms [2022-03-12 00:46:16 main:574] : INFO : Epoch 1625 | loss: 0.0312115 | val_loss: 0.0312118 | Time: 2573.06 ms [2022-03-12 00:46:19 main:574] : INFO : Epoch 1626 | loss: 0.0312123 | val_loss: 0.0312108 | Time: 2379.57 ms [2022-03-12 00:46:21 main:574] : INFO : Epoch 1627 | loss: 0.0312117 | val_loss: 0.0312105 | Time: 2519.53 ms [2022-03-12 00:46:24 main:574] : INFO : Epoch 1628 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 2382.57 ms [2022-03-12 00:46:26 main:574] : INFO : Epoch 1629 | loss: 0.0312111 | val_loss: 0.0312107 | Time: 2494.74 ms [2022-03-12 00:46:29 main:574] : INFO : Epoch 1630 | loss: 0.031211 | val_loss: 0.0312124 | Time: 2376.51 ms [2022-03-12 00:46:31 main:574] : INFO : Epoch 1631 | loss: 0.0312122 | val_loss: 0.0312121 | Time: 2500.83 ms [2022-03-12 00:46:34 main:574] : INFO : Epoch 1632 | loss: 0.0312111 | val_loss: 0.0312104 | Time: 2378.34 ms [2022-03-12 00:46:36 main:574] : INFO : Epoch 1633 | loss: 0.0312124 | val_loss: 0.0312116 | Time: 2510.01 ms [2022-03-12 00:46:39 main:574] : INFO : Epoch 1634 | loss: 0.0312114 | val_loss: 0.0312113 | Time: 2375.57 ms [2022-03-12 00:46:41 main:574] : INFO : Epoch 1635 | loss: 0.0312117 | val_loss: 0.0312106 | Time: 2496.14 ms [2022-03-12 00:46:44 main:574] : INFO : Epoch 1636 | loss: 0.0312117 | val_loss: 0.0312119 | Time: 2582.73 ms [2022-03-12 00:46:47 main:574] : INFO : Epoch 1637 | loss: 0.0312127 | val_loss: 0.0312134 | Time: 2586 ms [2022-03-12 00:46:49 main:574] : INFO : Epoch 1638 | loss: 0.031212 | val_loss: 0.0312108 | Time: 2583.65 ms [2022-03-12 00:46:52 main:574] : INFO : Epoch 1639 | loss: 0.031212 | val_loss: 0.0312118 | Time: 2591.07 ms [2022-03-12 00:46:55 main:574] : INFO : Epoch 1640 | loss: 0.0312114 | val_loss: 0.0312106 | Time: 2578.9 ms [2022-03-12 00:46:57 main:574] : INFO : Epoch 1641 | loss: 0.0312112 | val_loss: 0.0312109 | Time: 2598.89 ms [2022-03-12 00:47:00 main:574] : INFO : Epoch 1642 | loss: 0.0312118 | val_loss: 0.0312107 | Time: 2583.92 ms [2022-03-12 00:47:03 main:574] : INFO : Epoch 1643 | loss: 0.0312121 | val_loss: 0.0312119 | Time: 2590.04 ms [2022-03-12 00:47:05 main:574] : INFO : Epoch 1644 | loss: 0.0312131 | val_loss: 0.0312175 | Time: 2597.9 ms [2022-03-12 00:47:08 main:574] : INFO : Epoch 1645 | loss: 0.0312127 | val_loss: 0.0312153 | Time: 2592.39 ms [2022-03-12 00:47:11 main:574] : INFO : Epoch 1646 | loss: 0.0312114 | val_loss: 0.0312109 | Time: 2592.12 ms [2022-03-12 00:47:13 main:574] : INFO : Epoch 1647 | loss: 0.0312109 | val_loss: 0.0312109 | Time: 2587.49 ms [2022-03-12 00:47:16 main:574] : INFO : Epoch 1648 | loss: 0.0312113 | val_loss: 0.0312122 | Time: 2589.01 ms [2022-03-12 00:47:19 main:574] : INFO : Epoch 1649 | loss: 0.0312136 | val_loss: 0.0312126 | Time: 2590.7 ms [2022-03-12 00:47:21 main:574] : INFO : Epoch 1650 | loss: 0.0312124 | val_loss: 0.0312148 | Time: 2594.18 ms [2022-03-12 00:47:24 main:574] : INFO : Epoch 1651 | loss: 0.0312121 | val_loss: 0.0312119 | Time: 2596.72 ms [2022-03-12 00:47:27 main:574] : INFO : Epoch 1652 | loss: 0.0312112 | val_loss: 0.0312115 | Time: 2593.83 ms [2022-03-12 00:47:29 main:574] : INFO : Epoch 1653 | loss: 0.0312124 | val_loss: 0.0312109 | Time: 2563.66 ms [2022-03-12 00:47:32 main:574] : INFO : Epoch 1654 | loss: 0.0312108 | val_loss: 0.0312104 | Time: 2582.76 ms [2022-03-12 00:47:35 main:574] : INFO : Epoch 1655 | loss: 0.0312111 | val_loss: 0.0312105 | Time: 2591.75 ms [2022-03-12 00:47:37 main:574] : INFO : Epoch 1656 | loss: 0.0312107 | val_loss: 0.0312111 | Time: 2598.2 ms [2022-03-12 00:47:40 main:574] : INFO : Epoch 1657 | loss: 0.0312115 | val_loss: 0.0312116 | Time: 2572.01 ms [2022-03-12 00:47:43 main:574] : INFO : Epoch 1658 | loss: 0.0312112 | val_loss: 0.031211 | Time: 2590.01 ms [2022-03-12 00:47:45 main:574] : INFO : Epoch 1659 | loss: 0.0312114 | val_loss: 0.0312105 | Time: 2376.59 ms [2022-03-12 00:47:48 main:574] : INFO : Epoch 1660 | loss: 0.0312111 | val_loss: 0.0312105 | Time: 2502.5 ms [2022-03-12 00:47:50 main:574] : INFO : Epoch 1661 | loss: 0.0312114 | val_loss: 0.0312106 | Time: 2566.72 ms [2022-03-12 00:47:53 main:574] : INFO : Epoch 1662 | loss: 0.031211 | val_loss: 0.0312107 | Time: 2593.71 ms [2022-03-12 00:47:56 main:574] : INFO : Epoch 1663 | loss: 0.0312114 | val_loss: 0.0312109 | Time: 2594.73 ms [2022-03-12 00:47:58 main:574] : INFO : Epoch 1664 | loss: 0.0312114 | val_loss: 0.0312127 | Time: 2584.08 ms [2022-03-12 00:48:01 main:574] : INFO : Epoch 1665 | loss: 0.0312125 | val_loss: 0.0312111 | Time: 2380.73 ms [2022-03-12 00:48:04 main:574] : INFO : Epoch 1666 | loss: 0.0312117 | val_loss: 0.0312105 | Time: 2508.53 ms [2022-03-12 00:48:06 main:574] : INFO : Epoch 1667 | loss: 0.0312116 | val_loss: 0.031213 | Time: 2579.02 ms [2022-03-12 00:48:09 main:574] : INFO : Epoch 1668 | loss: 0.0312119 | val_loss: 0.0312125 | Time: 2589.18 ms [2022-03-12 00:48:12 main:574] : INFO : Epoch 1669 | loss: 0.0312121 | val_loss: 0.0312185 | Time: 2587.93 ms [2022-03-12 00:48:14 main:574] : INFO : Epoch 1670 | loss: 0.0312132 | val_loss: 0.0312109 | Time: 2586.99 ms [2022-03-12 00:48:17 main:574] : INFO : Epoch 1671 | loss: 0.0312125 | val_loss: 0.0312107 | Time: 2374.45 ms [2022-03-12 00:48:19 main:574] : INFO : Epoch 1672 | loss: 0.031212 | val_loss: 0.0312123 | Time: 2501.69 ms [2022-03-12 00:48:22 main:574] : INFO : Epoch 1673 | loss: 0.0312128 | val_loss: 0.0312137 | Time: 2584.27 ms [2022-03-12 00:48:25 main:574] : INFO : Epoch 1674 | loss: 0.0312138 | val_loss: 0.0312124 | Time: 2582.82 ms [2022-03-12 00:48:27 main:574] : INFO : Epoch 1675 | loss: 0.0312123 | val_loss: 0.031211 | Time: 2592.34 ms [2022-03-12 00:48:30 main:574] : INFO : Epoch 1676 | loss: 0.0312113 | val_loss: 0.0312122 | Time: 2580.14 ms [2022-03-12 00:48:33 main:574] : INFO : Epoch 1677 | loss: 0.0312122 | val_loss: 0.0312123 | Time: 2584.46 ms [2022-03-12 00:48:35 main:574] : INFO : Epoch 1678 | loss: 0.031213 | val_loss: 0.0312172 | Time: 2590.25 ms [2022-03-12 00:48:38 main:574] : INFO : Epoch 1679 | loss: 0.031213 | val_loss: 0.0312106 | Time: 2590.96 ms [2022-03-12 00:48:41 main:574] : INFO : Epoch 1680 | loss: 0.0312114 | val_loss: 0.031212 | Time: 2580.08 ms [2022-03-12 00:48:43 main:574] : INFO : Epoch 1681 | loss: 0.0312127 | val_loss: 0.0312169 | Time: 2588.88 ms [2022-03-12 00:48:46 main:574] : INFO : Epoch 1682 | loss: 0.0312149 | val_loss: 0.0312157 | Time: 2587.36 ms [2022-03-12 00:48:49 main:574] : INFO : Epoch 1683 | loss: 0.0312132 | val_loss: 0.0312107 | Time: 2590.01 ms [2022-03-12 00:48:51 main:574] : INFO : Epoch 1684 | loss: 0.0312127 | val_loss: 0.0312114 | Time: 2585.03 ms [2022-03-12 00:48:54 main:574] : INFO : Epoch 1685 | loss: 0.0312114 | val_loss: 0.0312111 | Time: 2587.56 ms [2022-03-12 00:48:57 main:574] : INFO : Epoch 1686 | loss: 0.0312115 | val_loss: 0.0312116 | Time: 2590.93 ms [2022-03-12 00:48:59 main:574] : INFO : Epoch 1687 | loss: 0.0312125 | val_loss: 0.0312129 | Time: 2586.01 ms [2022-03-12 00:49:02 main:574] : INFO : Epoch 1688 | loss: 0.0312134 | val_loss: 0.0312107 | Time: 2599.49 ms [2022-03-12 00:49:05 main:574] : INFO : Epoch 1689 | loss: 0.0312136 | val_loss: 0.0312113 | Time: 2590.68 ms [2022-03-12 00:49:07 main:574] : INFO : Epoch 1690 | loss: 0.031212 | val_loss: 0.0312118 | Time: 2374.39 ms [2022-03-12 00:49:10 main:574] : INFO : Epoch 1691 | loss: 0.0312116 | val_loss: 0.0312119 | Time: 2493.45 ms [2022-03-12 00:49:12 main:574] : INFO : Epoch 1692 | loss: 0.0312119 | val_loss: 0.0312119 | Time: 2574.89 ms [2022-03-12 00:49:15 main:574] : INFO : Epoch 1693 | loss: 0.0312122 | val_loss: 0.0312137 | Time: 2585.8 ms [2022-03-12 00:49:17 main:574] : INFO : Epoch 1694 | loss: 0.0312127 | val_loss: 0.0312112 | Time: 2381.07 ms [2022-03-12 00:49:20 main:574] : INFO : Epoch 1695 | loss: 0.0312118 | val_loss: 0.0312106 | Time: 2512.54 ms [2022-03-12 00:49:22 main:574] : INFO : Epoch 1696 | loss: 0.0312111 | val_loss: 0.0312112 | Time: 2379.55 ms [2022-03-12 00:49:25 main:574] : INFO : Epoch 1697 | loss: 0.0312112 | val_loss: 0.0312121 | Time: 2504.63 ms [2022-03-12 00:49:27 main:574] : INFO : Epoch 1698 | loss: 0.0312133 | val_loss: 0.0312122 | Time: 2383.43 ms [2022-03-12 00:49:30 main:574] : INFO : Epoch 1699 | loss: 0.0312123 | val_loss: 0.0312111 | Time: 2506.71 ms [2022-03-12 00:49:32 main:574] : INFO : Epoch 1700 | loss: 0.0312115 | val_loss: 0.0312129 | Time: 2382.08 ms [2022-03-12 00:49:35 main:574] : INFO : Epoch 1701 | loss: 0.0312122 | val_loss: 0.0312118 | Time: 2491.33 ms [2022-03-12 00:49:37 main:574] : INFO : Epoch 1702 | loss: 0.0312124 | val_loss: 0.0312104 | Time: 2377.54 ms [2022-03-12 00:49:40 main:574] : INFO : Epoch 1703 | loss: 0.0312121 | val_loss: 0.031212 | Time: 2485.44 ms [2022-03-12 00:49:43 main:574] : INFO : Epoch 1704 | loss: 0.0312122 | val_loss: 0.0312106 | Time: 2581.11 ms [2022-03-12 00:49:45 main:574] : INFO : Epoch 1705 | loss: 0.0312116 | val_loss: 0.0312119 | Time: 2584.15 ms [2022-03-12 00:49:48 main:574] : INFO : Epoch 1706 | loss: 0.0312125 | val_loss: 0.0312117 | Time: 2585.11 ms [2022-03-12 00:49:51 main:574] : INFO : Epoch 1707 | loss: 0.0312123 | val_loss: 0.0312124 | Time: 2594.69 ms [2022-03-12 00:49:53 main:574] : INFO : Epoch 1708 | loss: 0.0312121 | val_loss: 0.0312107 | Time: 2383.38 ms [2022-03-12 00:49:56 main:574] : INFO : Epoch 1709 | loss: 0.0312111 | val_loss: 0.0312117 | Time: 2513.41 ms [2022-03-12 00:49:58 main:574] : INFO : Epoch 1710 | loss: 0.0312118 | val_loss: 0.0312128 | Time: 2387.87 ms [2022-03-12 00:50:01 main:574] : INFO : Epoch 1711 | loss: 0.0312135 | val_loss: 0.0312123 | Time: 2501.4 ms [2022-03-12 00:50:03 main:574] : INFO : Epoch 1712 | loss: 0.0312125 | val_loss: 0.0312106 | Time: 2581.57 ms [2022-03-12 00:50:06 main:574] : INFO : Epoch 1713 | loss: 0.0312123 | val_loss: 0.031212 | Time: 2589.02 ms [2022-03-12 00:50:09 main:574] : INFO : Epoch 1714 | loss: 0.0312118 | val_loss: 0.0312126 | Time: 2593.96 ms [2022-03-12 00:50:11 main:574] : INFO : Epoch 1715 | loss: 0.0312129 | val_loss: 0.0312115 | Time: 2375.26 ms [2022-03-12 00:50:14 main:574] : INFO : Epoch 1716 | loss: 0.0312125 | val_loss: 0.0312112 | Time: 2381.27 ms [2022-03-12 00:50:16 main:574] : INFO : Epoch 1717 | loss: 0.0312117 | val_loss: 0.0312109 | Time: 2571.77 ms [2022-03-12 00:50:19 main:574] : INFO : Epoch 1718 | loss: 0.0312117 | val_loss: 0.0312132 | Time: 2586.92 ms [2022-03-12 00:50:22 main:574] : INFO : Epoch 1719 | loss: 0.0312127 | val_loss: 0.0312106 | Time: 2594.29 ms [2022-03-12 00:50:24 main:574] : INFO : Epoch 1720 | loss: 0.0312114 | val_loss: 0.0312129 | Time: 2378.52 ms [2022-03-12 00:50:27 main:574] : INFO : Epoch 1721 | loss: 0.0312117 | val_loss: 0.0312114 | Time: 2519.11 ms [2022-03-12 00:50:29 main:574] : INFO : Epoch 1722 | loss: 0.0312114 | val_loss: 0.0312105 | Time: 2376.23 ms [2022-03-12 00:50:32 main:574] : INFO : Epoch 1723 | loss: 0.0312115 | val_loss: 0.0312105 | Time: 2508.19 ms [2022-03-12 00:50:34 main:574] : INFO : Epoch 1724 | loss: 0.0312115 | val_loss: 0.0312119 | Time: 2374.73 ms [2022-03-12 00:50:37 main:574] : INFO : Epoch 1725 | loss: 0.0312114 | val_loss: 0.0312107 | Time: 2498.62 ms [2022-03-12 00:50:39 main:574] : INFO : Epoch 1726 | loss: 0.0312113 | val_loss: 0.0312105 | Time: 2374.59 ms [2022-03-12 00:50:42 main:574] : INFO : Epoch 1727 | loss: 0.0312123 | val_loss: 0.0312147 | Time: 2497.87 ms [2022-03-12 00:50:44 main:574] : INFO : Epoch 1728 | loss: 0.0312123 | val_loss: 0.031211 | Time: 2383.94 ms [2022-03-12 00:50:47 main:574] : INFO : Epoch 1729 | loss: 0.0312129 | val_loss: 0.0312123 | Time: 2499.41 ms [2022-03-12 00:50:49 main:574] : INFO : Epoch 1730 | loss: 0.0312129 | val_loss: 0.0312146 | Time: 2379.25 ms [2022-03-12 00:50:52 main:574] : INFO : Epoch 1731 | loss: 0.0312126 | val_loss: 0.0312108 | Time: 2377.01 ms [2022-03-12 00:50:54 main:574] : INFO : Epoch 1732 | loss: 0.0312117 | val_loss: 0.031212 | Time: 2501.17 ms [2022-03-12 00:50:57 main:574] : INFO : Epoch 1733 | loss: 0.0312128 | val_loss: 0.0312177 | Time: 2576.62 ms [2022-03-12 00:51:00 main:574] : INFO : Epoch 1734 | loss: 0.0312143 | val_loss: 0.0312145 | Time: 2587.96 ms [2022-03-12 00:51:02 main:574] : INFO : Epoch 1735 | loss: 0.0312127 | val_loss: 0.0312108 | Time: 2595.89 ms [2022-03-12 00:51:05 main:574] : INFO : Epoch 1736 | loss: 0.0312123 | val_loss: 0.0312142 | Time: 2574.92 ms [2022-03-12 00:51:08 main:574] : INFO : Epoch 1737 | loss: 0.0312141 | val_loss: 0.0312112 | Time: 2591.44 ms [2022-03-12 00:51:10 main:574] : INFO : Epoch 1738 | loss: 0.0312128 | val_loss: 0.0312155 | Time: 2588.36 ms [2022-03-12 00:51:13 main:574] : INFO : Epoch 1739 | loss: 0.0312118 | val_loss: 0.031215 | Time: 2584.11 ms [2022-03-12 00:51:15 main:574] : INFO : Epoch 1740 | loss: 0.031213 | val_loss: 0.0312123 | Time: 2377.67 ms [2022-03-12 00:51:18 main:574] : INFO : Epoch 1741 | loss: 0.0312128 | val_loss: 0.0312128 | Time: 2510.95 ms [2022-03-12 00:51:21 main:574] : INFO : Epoch 1742 | loss: 0.0312142 | val_loss: 0.0312126 | Time: 2581.13 ms [2022-03-12 00:51:23 main:574] : INFO : Epoch 1743 | loss: 0.0312122 | val_loss: 0.031212 | Time: 2594.49 ms [2022-03-12 00:51:26 main:574] : INFO : Epoch 1744 | loss: 0.0312118 | val_loss: 0.031211 | Time: 2588.64 ms [2022-03-12 00:51:29 main:574] : INFO : Epoch 1745 | loss: 0.0312126 | val_loss: 0.0312114 | Time: 2589.06 ms [2022-03-12 00:51:31 main:574] : INFO : Epoch 1746 | loss: 0.0312116 | val_loss: 0.0312119 | Time: 2380.51 ms [2022-03-12 00:51:34 main:574] : INFO : Epoch 1747 | loss: 0.0312115 | val_loss: 0.0312119 | Time: 2509.43 ms [2022-03-12 00:51:36 main:574] : INFO : Epoch 1748 | loss: 0.0312126 | val_loss: 0.0312106 | Time: 2378.5 ms [2022-03-12 00:51:39 main:574] : INFO : Epoch 1749 | loss: 0.0312132 | val_loss: 0.0312137 | Time: 2502.04 ms [2022-03-12 00:51:41 main:574] : INFO : Epoch 1750 | loss: 0.031212 | val_loss: 0.0312107 | Time: 2374.21 ms [2022-03-12 00:51:44 main:574] : INFO : Epoch 1751 | loss: 0.0312119 | val_loss: 0.0312109 | Time: 2498.97 ms [2022-03-12 00:51:46 main:574] : INFO : Epoch 1752 | loss: 0.0312126 | val_loss: 0.0312118 | Time: 2378.59 ms [2022-03-12 00:51:49 main:574] : INFO : Epoch 1753 | loss: 0.0312118 | val_loss: 0.0312104 | Time: 2496.57 ms [2022-03-12 00:51:51 main:574] : INFO : Epoch 1754 | loss: 0.0312117 | val_loss: 0.0312119 | Time: 2568.81 ms [2022-03-12 00:51:54 main:574] : INFO : Epoch 1755 | loss: 0.0312116 | val_loss: 0.0312117 | Time: 2584.58 ms [2022-03-12 00:51:57 main:574] : INFO : Epoch 1756 | loss: 0.0312125 | val_loss: 0.0312118 | Time: 2594.48 ms [2022-03-12 00:51:59 main:574] : INFO : Epoch 1757 | loss: 0.0312132 | val_loss: 0.0312126 | Time: 2588.54 ms [2022-03-12 00:52:02 main:574] : INFO : Epoch 1758 | loss: 0.0312114 | val_loss: 0.0312108 | Time: 2606.95 ms [2022-03-12 00:52:05 main:574] : INFO : Epoch 1759 | loss: 0.0312129 | val_loss: 0.0312196 | Time: 2584.72 ms [2022-03-12 00:52:07 main:574] : INFO : Epoch 1760 | loss: 0.0312148 | val_loss: 0.0312136 | Time: 2592.02 ms [2022-03-12 00:52:10 main:574] : INFO : Epoch 1761 | loss: 0.0312138 | val_loss: 0.0312112 | Time: 2594.52 ms [2022-03-12 00:52:12 main:574] : INFO : Epoch 1762 | loss: 0.0312118 | val_loss: 0.0312122 | Time: 2376.15 ms [2022-03-12 00:52:15 main:574] : INFO : Epoch 1763 | loss: 0.0312118 | val_loss: 0.0312108 | Time: 2512.19 ms [2022-03-12 00:52:17 main:574] : INFO : Epoch 1764 | loss: 0.031212 | val_loss: 0.0312118 | Time: 2378.67 ms [2022-03-12 00:52:20 main:574] : INFO : Epoch 1765 | loss: 0.0312126 | val_loss: 0.0312105 | Time: 2502.29 ms [2022-03-12 00:52:22 main:574] : INFO : Epoch 1766 | loss: 0.0312118 | val_loss: 0.0312117 | Time: 2380.94 ms [2022-03-12 00:52:25 main:574] : INFO : Epoch 1767 | loss: 0.0312118 | val_loss: 0.0312117 | Time: 2507.25 ms [2022-03-12 00:52:27 main:574] : INFO : Epoch 1768 | loss: 0.031211 | val_loss: 0.0312106 | Time: 2382.07 ms [2022-03-12 00:52:30 main:574] : INFO : Epoch 1769 | loss: 0.0312112 | val_loss: 0.0312123 | Time: 2489.39 ms [2022-03-12 00:52:32 main:574] : INFO : Epoch 1770 | loss: 0.0312122 | val_loss: 0.0312115 | Time: 2368.91 ms [2022-03-12 00:52:35 main:574] : INFO : Epoch 1771 | loss: 0.0312121 | val_loss: 0.0312111 | Time: 2501.35 ms [2022-03-12 00:52:38 main:574] : INFO : Epoch 1772 | loss: 0.0312134 | val_loss: 0.0312121 | Time: 2565.09 ms [2022-03-12 00:52:40 main:574] : INFO : Epoch 1773 | loss: 0.0312123 | val_loss: 0.0312127 | Time: 2592.27 ms [2022-03-12 00:52:43 main:574] : INFO : Epoch 1774 | loss: 0.0312117 | val_loss: 0.0312115 | Time: 2587.71 ms [2022-03-12 00:52:46 main:574] : INFO : Epoch 1775 | loss: 0.0312111 | val_loss: 0.0312118 | Time: 2589.23 ms [2022-03-12 00:52:48 main:574] : INFO : Epoch 1776 | loss: 0.0312117 | val_loss: 0.0312107 | Time: 2373.58 ms [2022-03-12 00:52:51 main:574] : INFO : Epoch 1777 | loss: 0.0312114 | val_loss: 0.0312112 | Time: 2517.79 ms [2022-03-12 00:52:53 main:574] : INFO : Epoch 1778 | loss: 0.0312111 | val_loss: 0.0312108 | Time: 2379.65 ms [2022-03-12 00:52:56 main:574] : INFO : Epoch 1779 | loss: 0.0312126 | val_loss: 0.0312114 | Time: 2504.41 ms [2022-03-12 00:52:58 main:574] : INFO : Epoch 1780 | loss: 0.0312129 | val_loss: 0.0312106 | Time: 2377.87 ms [2022-03-12 00:53:01 main:574] : INFO : Epoch 1781 | loss: 0.031212 | val_loss: 0.0312119 | Time: 2504.19 ms [2022-03-12 00:53:03 main:574] : INFO : Epoch 1782 | loss: 0.0312122 | val_loss: 0.0312113 | Time: 2590.16 ms [2022-03-12 00:53:06 main:574] : INFO : Epoch 1783 | loss: 0.0312113 | val_loss: 0.0312126 | Time: 2582.18 ms [2022-03-12 00:53:09 main:574] : INFO : Epoch 1784 | loss: 0.0312118 | val_loss: 0.0312106 | Time: 2589.12 ms [2022-03-12 00:53:11 main:574] : INFO : Epoch 1785 | loss: 0.0312119 | val_loss: 0.0312119 | Time: 2588.84 ms [2022-03-12 00:53:14 main:574] : INFO : Epoch 1786 | loss: 0.0312116 | val_loss: 0.0312117 | Time: 2564.43 ms [2022-03-12 00:53:17 main:574] : INFO : Epoch 1787 | loss: 0.0312116 | val_loss: 0.0312105 | Time: 2591.66 ms [2022-03-12 00:53:19 main:574] : INFO : Epoch 1788 | loss: 0.0312113 | val_loss: 0.0312105 | Time: 2583.33 ms [2022-03-12 00:53:22 main:574] : INFO : Epoch 1789 | loss: 0.0312115 | val_loss: 0.0312113 | Time: 2596.91 ms [2022-03-12 00:53:25 main:574] : INFO : Epoch 1790 | loss: 0.0312113 | val_loss: 0.0312117 | Time: 2589.88 ms [2022-03-12 00:53:27 main:574] : INFO : Epoch 1791 | loss: 0.0312113 | val_loss: 0.0312111 | Time: 2378.01 ms [2022-03-12 00:53:30 main:574] : INFO : Epoch 1792 | loss: 0.0312118 | val_loss: 0.0312151 | Time: 2513.75 ms [2022-03-12 00:53:32 main:574] : INFO : Epoch 1793 | loss: 0.0312137 | val_loss: 0.0312175 | Time: 2581.95 ms [2022-03-12 00:53:35 main:574] : INFO : Epoch 1794 | loss: 0.0312133 | val_loss: 0.0312135 | Time: 2587.1 ms [2022-03-12 00:53:38 main:574] : INFO : Epoch 1795 | loss: 0.031212 | val_loss: 0.0312105 | Time: 2593.9 ms [2022-03-12 00:53:41 main:574] : INFO : Epoch 1796 | loss: 0.0312124 | val_loss: 0.0312118 | Time: 2584.08 ms [2022-03-12 00:53:43 main:574] : INFO : Epoch 1797 | loss: 0.0312121 | val_loss: 0.0312127 | Time: 2598.77 ms [2022-03-12 00:53:46 main:574] : INFO : Epoch 1798 | loss: 0.0312116 | val_loss: 0.031211 | Time: 2584.69 ms [2022-03-12 00:53:49 main:574] : INFO : Epoch 1799 | loss: 0.0312116 | val_loss: 0.0312111 | Time: 2591.55 ms [2022-03-12 00:53:51 main:574] : INFO : Epoch 1800 | loss: 0.0312119 | val_loss: 0.0312137 | Time: 2579.33 ms [2022-03-12 00:53:54 main:574] : INFO : Epoch 1801 | loss: 0.0312129 | val_loss: 0.0312133 | Time: 2377.63 ms [2022-03-12 00:53:56 main:574] : INFO : Epoch 1802 | loss: 0.0312114 | val_loss: 0.0312138 | Time: 2515.27 ms [2022-03-12 00:53:59 main:574] : INFO : Epoch 1803 | loss: 0.0312118 | val_loss: 0.0312135 | Time: 2379.29 ms [2022-03-12 00:54:01 main:574] : INFO : Epoch 1804 | loss: 0.0312137 | val_loss: 0.0312125 | Time: 2500.79 ms [2022-03-12 00:54:04 main:574] : INFO : Epoch 1805 | loss: 0.0312132 | val_loss: 0.0312153 | Time: 2379.58 ms [2022-03-12 00:54:06 main:574] : INFO : Epoch 1806 | loss: 0.0312134 | val_loss: 0.0312112 | Time: 2505.15 ms [2022-03-12 00:54:09 main:574] : INFO : Epoch 1807 | loss: 0.0312117 | val_loss: 0.0312113 | Time: 2378.92 ms [2022-03-12 00:54:11 main:574] : INFO : Epoch 1808 | loss: 0.0312132 | val_loss: 0.0312106 | Time: 2372.26 ms [2022-03-12 00:54:14 main:574] : INFO : Epoch 1809 | loss: 0.0312118 | val_loss: 0.0312107 | Time: 2566.22 ms [2022-03-12 00:54:16 main:574] : INFO : Epoch 1810 | loss: 0.0312118 | val_loss: 0.0312117 | Time: 2529.96 ms [2022-03-12 00:54:19 main:574] : INFO : Epoch 1811 | loss: 0.031211 | val_loss: 0.0312108 | Time: 2587.72 ms [2022-03-12 00:54:22 main:574] : INFO : Epoch 1812 | loss: 0.0312121 | val_loss: 0.0312144 | Time: 2580.56 ms [2022-03-12 00:54:24 main:574] : INFO : Epoch 1813 | loss: 0.031213 | val_loss: 0.0312122 | Time: 2584.68 ms [2022-03-12 00:54:27 main:574] : INFO : Epoch 1814 | loss: 0.0312111 | val_loss: 0.0312114 | Time: 2597.37 ms [2022-03-12 00:54:30 main:574] : INFO : Epoch 1815 | loss: 0.0312112 | val_loss: 0.0312123 | Time: 2377.49 ms [2022-03-12 00:54:32 main:574] : INFO : Epoch 1816 | loss: 0.0312117 | val_loss: 0.0312115 | Time: 2511.59 ms [2022-03-12 00:54:35 main:574] : INFO : Epoch 1817 | loss: 0.0312117 | val_loss: 0.0312106 | Time: 2556.91 ms [2022-03-12 00:54:37 main:574] : INFO : Epoch 1818 | loss: 0.0312116 | val_loss: 0.0312111 | Time: 2582.05 ms [2022-03-12 00:54:40 main:574] : INFO : Epoch 1819 | loss: 0.0312122 | val_loss: 0.0312114 | Time: 2584.97 ms [2022-03-12 00:54:43 main:574] : INFO : Epoch 1820 | loss: 0.031213 | val_loss: 0.0312107 | Time: 2590.84 ms [2022-03-12 00:54:45 main:574] : INFO : Epoch 1821 | loss: 0.0312115 | val_loss: 0.0312124 | Time: 2376.46 ms [2022-03-12 00:54:48 main:574] : INFO : Epoch 1822 | loss: 0.031212 | val_loss: 0.0312108 | Time: 2509.8 ms [2022-03-12 00:54:50 main:574] : INFO : Epoch 1823 | loss: 0.0312109 | val_loss: 0.0312113 | Time: 2571.08 ms [2022-03-12 00:54:53 main:574] : INFO : Epoch 1824 | loss: 0.0312114 | val_loss: 0.0312113 | Time: 2589.48 ms [2022-03-12 00:54:56 main:574] : INFO : Epoch 1825 | loss: 0.0312113 | val_loss: 0.0312119 | Time: 2590.84 ms [2022-03-12 00:54:59 main:574] : INFO : Epoch 1826 | loss: 0.0312118 | val_loss: 0.0312135 | Time: 2594.67 ms [2022-03-12 00:55:01 main:574] : INFO : Epoch 1827 | loss: 0.0312117 | val_loss: 0.0312119 | Time: 2589.63 ms [2022-03-12 00:55:04 main:574] : INFO : Epoch 1828 | loss: 0.0312136 | val_loss: 0.0312125 | Time: 2585.62 ms [2022-03-12 00:55:07 main:574] : INFO : Epoch 1829 | loss: 0.0312148 | val_loss: 0.0312129 | Time: 2591.68 ms [2022-03-12 00:55:09 main:574] : INFO : Epoch 1830 | loss: 0.031212 | val_loss: 0.0312117 | Time: 2584.69 ms [2022-03-12 00:55:12 main:574] : INFO : Epoch 1831 | loss: 0.0312127 | val_loss: 0.0312123 | Time: 2593.56 ms [2022-03-12 00:55:15 main:574] : INFO : Epoch 1832 | loss: 0.0312119 | val_loss: 0.0312151 | Time: 2589.75 ms [2022-03-12 00:55:17 main:574] : INFO : Epoch 1833 | loss: 0.0312131 | val_loss: 0.031214 | Time: 2586.1 ms [2022-03-12 00:55:20 main:574] : INFO : Epoch 1834 | loss: 0.0312128 | val_loss: 0.0312129 | Time: 2379.6 ms [2022-03-12 00:55:22 main:574] : INFO : Epoch 1835 | loss: 0.031213 | val_loss: 0.031215 | Time: 2516.38 ms [2022-03-12 00:55:25 main:574] : INFO : Epoch 1836 | loss: 0.0312142 | val_loss: 0.0312106 | Time: 2338.9 ms [2022-03-12 00:55:27 main:574] : INFO : Epoch 1837 | loss: 0.0312129 | val_loss: 0.0312134 | Time: 2517.41 ms [2022-03-12 00:55:30 main:574] : INFO : Epoch 1838 | loss: 0.0312131 | val_loss: 0.0312112 | Time: 2381.52 ms [2022-03-12 00:55:32 main:574] : INFO : Epoch 1839 | loss: 0.0312125 | val_loss: 0.0312127 | Time: 2502.85 ms [2022-03-12 00:55:35 main:574] : INFO : Epoch 1840 | loss: 0.0312141 | val_loss: 0.0312179 | Time: 2370.47 ms [2022-03-12 00:55:37 main:574] : INFO : Epoch 1841 | loss: 0.0312137 | val_loss: 0.0312138 | Time: 2384.85 ms [2022-03-12 00:55:40 main:574] : INFO : Epoch 1842 | loss: 0.0312135 | val_loss: 0.0312116 | Time: 2371.24 ms [2022-03-12 00:55:42 main:574] : INFO : Epoch 1843 | loss: 0.0312114 | val_loss: 0.0312109 | Time: 2375.32 ms [2022-03-12 00:55:45 main:574] : INFO : Epoch 1844 | loss: 0.0312112 | val_loss: 0.0312106 | Time: 2566.66 ms [2022-03-12 00:55:47 main:574] : INFO : Epoch 1845 | loss: 0.0312116 | val_loss: 0.0312125 | Time: 2582.81 ms [2022-03-12 00:55:50 main:574] : INFO : Epoch 1846 | loss: 0.0312114 | val_loss: 0.0312108 | Time: 2592.38 ms [2022-03-12 00:55:53 main:574] : INFO : Epoch 1847 | loss: 0.031211 | val_loss: 0.0312107 | Time: 2593.84 ms [2022-03-12 00:55:55 main:574] : INFO : Epoch 1848 | loss: 0.031211 | val_loss: 0.0312106 | Time: 2583.89 ms [2022-03-12 00:55:58 main:574] : INFO : Epoch 1849 | loss: 0.0312111 | val_loss: 0.0312143 | Time: 2594.24 ms [2022-03-12 00:56:00 main:574] : INFO : Epoch 1850 | loss: 0.0312145 | val_loss: 0.0312167 | Time: 2379.23 ms [2022-03-12 00:56:03 main:574] : INFO : Epoch 1851 | loss: 0.0312134 | val_loss: 0.0312156 | Time: 2514.7 ms [2022-03-12 00:56:05 main:574] : INFO : Epoch 1852 | loss: 0.0312123 | val_loss: 0.0312142 | Time: 2375.84 ms [2022-03-12 00:56:08 main:574] : INFO : Epoch 1853 | loss: 0.0312124 | val_loss: 0.0312126 | Time: 2483.47 ms [2022-03-12 00:56:10 main:574] : INFO : Epoch 1854 | loss: 0.0312118 | val_loss: 0.0312151 | Time: 2382.68 ms [2022-03-12 00:56:13 main:574] : INFO : Epoch 1855 | loss: 0.0312146 | val_loss: 0.031215 | Time: 2495.07 ms [2022-03-12 00:56:15 main:574] : INFO : Epoch 1856 | loss: 0.0312132 | val_loss: 0.0312107 | Time: 2383.02 ms [2022-03-12 00:56:18 main:574] : INFO : Epoch 1857 | loss: 0.031213 | val_loss: 0.031212 | Time: 2482.06 ms [2022-03-12 00:56:21 main:574] : INFO : Epoch 1858 | loss: 0.0312124 | val_loss: 0.031211 | Time: 2565.25 ms [2022-03-12 00:56:23 main:574] : INFO : Epoch 1859 | loss: 0.0312115 | val_loss: 0.0312105 | Time: 2582.31 ms [2022-03-12 00:56:26 main:574] : INFO : Epoch 1860 | loss: 0.0312112 | val_loss: 0.0312124 | Time: 2593.84 ms [2022-03-12 00:56:29 main:574] : INFO : Epoch 1861 | loss: 0.031212 | val_loss: 0.0312109 | Time: 2558.39 ms [2022-03-12 00:56:31 main:574] : INFO : Epoch 1862 | loss: 0.0312119 | val_loss: 0.0312137 | Time: 2383.19 ms [2022-03-12 00:56:34 main:574] : INFO : Epoch 1863 | loss: 0.0312133 | val_loss: 0.0312149 | Time: 2493.93 ms [2022-03-12 00:56:36 main:574] : INFO : Epoch 1864 | loss: 0.0312122 | val_loss: 0.0312123 | Time: 2569.02 ms [2022-03-12 00:56:39 main:574] : INFO : Epoch 1865 | loss: 0.0312114 | val_loss: 0.0312109 | Time: 2590.86 ms [2022-03-12 00:56:42 main:574] : INFO : Epoch 1866 | loss: 0.0312125 | val_loss: 0.031213 | Time: 2589.4 ms [2022-03-12 00:56:44 main:574] : INFO : Epoch 1867 | loss: 0.0312122 | val_loss: 0.0312137 | Time: 2584.99 ms [2022-03-12 00:56:47 main:574] : INFO : Epoch 1868 | loss: 0.0312125 | val_loss: 0.0312111 | Time: 2369.11 ms [2022-03-12 00:56:49 main:574] : INFO : Epoch 1869 | loss: 0.0312116 | val_loss: 0.0312113 | Time: 2520.88 ms [2022-03-12 00:56:52 main:574] : INFO : Epoch 1870 | loss: 0.0312112 | val_loss: 0.0312114 | Time: 2384.28 ms [2022-03-12 00:56:54 main:574] : INFO : Epoch 1871 | loss: 0.0312122 | val_loss: 0.0312114 | Time: 2499.96 ms [2022-03-12 00:56:57 main:574] : INFO : Epoch 1872 | loss: 0.0312117 | val_loss: 0.0312118 | Time: 2377.1 ms [2022-03-12 00:56:59 main:574] : INFO : Epoch 1873 | loss: 0.031212 | val_loss: 0.0312111 | Time: 2498.88 ms [2022-03-12 00:57:02 main:574] : INFO : Epoch 1874 | loss: 0.0312127 | val_loss: 0.0312141 | Time: 2576.43 ms [2022-03-12 00:57:05 main:574] : INFO : Epoch 1875 | loss: 0.0312119 | val_loss: 0.0312124 | Time: 2583.8 ms [2022-03-12 00:57:07 main:574] : INFO : Epoch 1876 | loss: 0.0312118 | val_loss: 0.0312107 | Time: 2376.6 ms [2022-03-12 00:57:10 main:574] : INFO : Epoch 1877 | loss: 0.0312116 | val_loss: 0.0312108 | Time: 2518.7 ms [2022-03-12 00:57:12 main:574] : INFO : Epoch 1878 | loss: 0.0312119 | val_loss: 0.0312111 | Time: 2577.18 ms [2022-03-12 00:57:15 main:574] : INFO : Epoch 1879 | loss: 0.0312122 | val_loss: 0.031211 | Time: 2586.4 ms [2022-03-12 00:57:18 main:574] : INFO : Epoch 1880 | loss: 0.0312114 | val_loss: 0.0312114 | Time: 2588.04 ms [2022-03-12 00:57:20 main:574] : INFO : Epoch 1881 | loss: 0.0312123 | val_loss: 0.031211 | Time: 2590.03 ms [2022-03-12 00:57:23 main:574] : INFO : Epoch 1882 | loss: 0.031213 | val_loss: 0.0312115 | Time: 2541.95 ms [2022-03-12 00:57:26 main:574] : INFO : Epoch 1883 | loss: 0.0312121 | val_loss: 0.0312107 | Time: 2384.44 ms [2022-03-12 00:57:28 main:574] : INFO : Epoch 1884 | loss: 0.031212 | val_loss: 0.0312108 | Time: 2489.3 ms [2022-03-12 00:57:31 main:574] : INFO : Epoch 1885 | loss: 0.0312116 | val_loss: 0.0312127 | Time: 2568.91 ms [2022-03-12 00:57:33 main:574] : INFO : Epoch 1886 | loss: 0.0312112 | val_loss: 0.0312106 | Time: 2381.12 ms [2022-03-12 00:57:36 main:574] : INFO : Epoch 1887 | loss: 0.0312112 | val_loss: 0.0312108 | Time: 2511.01 ms [2022-03-12 00:57:38 main:574] : INFO : Epoch 1888 | loss: 0.0312112 | val_loss: 0.0312112 | Time: 2373.6 ms [2022-03-12 00:57:41 main:574] : INFO : Epoch 1889 | loss: 0.0312109 | val_loss: 0.0312108 | Time: 2515.21 ms [2022-03-12 00:57:43 main:574] : INFO : Epoch 1890 | loss: 0.0312112 | val_loss: 0.0312115 | Time: 2373.52 ms [2022-03-12 00:57:46 main:574] : INFO : Epoch 1891 | loss: 0.0312115 | val_loss: 0.0312108 | Time: 2491.16 ms [2022-03-12 00:57:48 main:574] : INFO : Epoch 1892 | loss: 0.0312111 | val_loss: 0.0312115 | Time: 2377.19 ms [2022-03-12 00:57:51 main:574] : INFO : Epoch 1893 | loss: 0.0312123 | val_loss: 0.0312141 | Time: 2486.62 ms [2022-03-12 00:57:53 main:574] : INFO : Epoch 1894 | loss: 0.0312136 | val_loss: 0.0312154 | Time: 2372.45 ms [2022-03-12 00:57:56 main:574] : INFO : Epoch 1895 | loss: 0.0312118 | val_loss: 0.0312108 | Time: 2527.19 ms [2022-03-12 00:57:59 main:574] : INFO : Epoch 1896 | loss: 0.031212 | val_loss: 0.0312108 | Time: 2572.85 ms [2022-03-12 00:58:01 main:574] : INFO : Epoch 1897 | loss: 0.0312123 | val_loss: 0.031217 | Time: 2579.35 ms [2022-03-12 00:58:04 main:574] : INFO : Epoch 1898 | loss: 0.0312158 | val_loss: 0.0312139 | Time: 2594.19 ms [2022-03-12 00:58:07 main:574] : INFO : Epoch 1899 | loss: 0.0312138 | val_loss: 0.0312141 | Time: 2587.82 ms [2022-03-12 00:58:09 main:574] : INFO : Epoch 1900 | loss: 0.0312134 | val_loss: 0.0312145 | Time: 2377.38 ms [2022-03-12 00:58:12 main:574] : INFO : Epoch 1901 | loss: 0.0312134 | val_loss: 0.031212 | Time: 2513.61 ms [2022-03-12 00:58:14 main:574] : INFO : Epoch 1902 | loss: 0.0312121 | val_loss: 0.0312117 | Time: 2576.61 ms [2022-03-12 00:58:17 main:574] : INFO : Epoch 1903 | loss: 0.0312127 | val_loss: 0.031211 | Time: 2585.8 ms [2022-03-12 00:58:20 main:574] : INFO : Epoch 1904 | loss: 0.031212 | val_loss: 0.0312115 | Time: 2591.92 ms [2022-03-12 00:58:22 main:574] : INFO : Epoch 1905 | loss: 0.031212 | val_loss: 0.031216 | Time: 2589.85 ms [2022-03-12 00:58:25 main:574] : INFO : Epoch 1906 | loss: 0.0312122 | val_loss: 0.0312108 | Time: 2376.47 ms [2022-03-12 00:58:27 main:574] : INFO : Epoch 1907 | loss: 0.0312128 | val_loss: 0.0312107 | Time: 2513.29 ms [2022-03-12 00:58:30 main:574] : INFO : Epoch 1908 | loss: 0.0312127 | val_loss: 0.0312118 | Time: 2380.14 ms [2022-03-12 00:58:32 main:574] : INFO : Epoch 1909 | loss: 0.0312125 | val_loss: 0.0312149 | Time: 2510.36 ms [2022-03-12 00:58:35 main:574] : INFO : Epoch 1910 | loss: 0.0312152 | val_loss: 0.0312151 | Time: 2581.79 ms [2022-03-12 00:58:38 main:574] : INFO : Epoch 1911 | loss: 0.0312144 | val_loss: 0.0312164 | Time: 2585.74 ms [2022-03-12 00:58:40 main:574] : INFO : Epoch 1912 | loss: 0.0312142 | val_loss: 0.0312105 | Time: 2560.92 ms [2022-03-12 00:58:43 main:574] : INFO : Epoch 1913 | loss: 0.0312114 | val_loss: 0.0312116 | Time: 2593.41 ms [2022-03-12 00:58:46 main:574] : INFO : Epoch 1914 | loss: 0.0312119 | val_loss: 0.031211 | Time: 2576.33 ms [2022-03-12 00:58:48 main:574] : INFO : Epoch 1915 | loss: 0.0312123 | val_loss: 0.0312112 | Time: 2590.27 ms [2022-03-12 00:58:51 main:574] : INFO : Epoch 1916 | loss: 0.0312113 | val_loss: 0.0312108 | Time: 2581.41 ms [2022-03-12 00:58:54 main:574] : INFO : Epoch 1917 | loss: 0.0312135 | val_loss: 0.0312129 | Time: 2586.4 ms [2022-03-12 00:58:56 main:574] : INFO : Epoch 1918 | loss: 0.0312142 | val_loss: 0.031218 | Time: 2593.84 ms [2022-03-12 00:58:59 main:574] : INFO : Epoch 1919 | loss: 0.0312146 | val_loss: 0.031213 | Time: 2584.43 ms [2022-03-12 00:59:02 main:574] : INFO : Epoch 1920 | loss: 0.0312149 | val_loss: 0.0312108 | Time: 2594.56 ms [2022-03-12 00:59:04 main:574] : INFO : Epoch 1921 | loss: 0.0312146 | val_loss: 0.0312123 | Time: 2589.73 ms [2022-03-12 00:59:07 main:574] : INFO : Epoch 1922 | loss: 0.0312122 | val_loss: 0.0312109 | Time: 2589.82 ms [2022-03-12 00:59:10 main:574] : INFO : Epoch 1923 | loss: 0.0312117 | val_loss: 0.0312116 | Time: 2598.24 ms [2022-03-12 00:59:12 main:574] : INFO : Epoch 1924 | loss: 0.0312115 | val_loss: 0.0312107 | Time: 2587.86 ms [2022-03-12 00:59:15 main:574] : INFO : Epoch 1925 | loss: 0.0312115 | val_loss: 0.0312128 | Time: 2562.75 ms [2022-03-12 00:59:17 main:574] : INFO : Epoch 1926 | loss: 0.031212 | val_loss: 0.0312114 | Time: 2377.8 ms [2022-03-12 00:59:20 main:574] : INFO : Epoch 1927 | loss: 0.0312121 | val_loss: 0.0312107 | Time: 2500.68 ms [2022-03-12 00:59:23 main:574] : INFO : Epoch 1928 | loss: 0.0312113 | val_loss: 0.0312121 | Time: 2575.36 ms [2022-03-12 00:59:25 main:574] : INFO : Epoch 1929 | loss: 0.0312117 | val_loss: 0.0312111 | Time: 2588.33 ms [2022-03-12 00:59:28 main:574] : INFO : Epoch 1930 | loss: 0.0312112 | val_loss: 0.0312107 | Time: 2590.03 ms [2022-03-12 00:59:31 main:574] : INFO : Epoch 1931 | loss: 0.0312113 | val_loss: 0.0312106 | Time: 2581.19 ms [2022-03-12 00:59:33 main:574] : INFO : Epoch 1932 | loss: 0.0312111 | val_loss: 0.0312113 | Time: 2593.56 ms [2022-03-12 00:59:36 main:574] : INFO : Epoch 1933 | loss: 0.0312118 | val_loss: 0.0312117 | Time: 2584.29 ms [2022-03-12 00:59:39 main:574] : INFO : Epoch 1934 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 2598.93 ms [2022-03-12 00:59:41 main:574] : INFO : Epoch 1935 | loss: 0.0312125 | val_loss: 0.0312112 | Time: 2380.7 ms [2022-03-12 00:59:44 main:574] : INFO : Epoch 1936 | loss: 0.0312122 | val_loss: 0.0312115 | Time: 2507.34 ms [2022-03-12 00:59:46 main:574] : INFO : Epoch 1937 | loss: 0.0312119 | val_loss: 0.0312121 | Time: 2376.06 ms [2022-03-12 00:59:49 main:574] : INFO : Epoch 1938 | loss: 0.0312115 | val_loss: 0.031211 | Time: 2506.47 ms [2022-03-12 00:59:51 main:574] : INFO : Epoch 1939 | loss: 0.0312115 | val_loss: 0.0312109 | Time: 2372.24 ms [2022-03-12 00:59:54 main:574] : INFO : Epoch 1940 | loss: 0.0312113 | val_loss: 0.0312107 | Time: 2505.78 ms [2022-03-12 00:59:56 main:574] : INFO : Epoch 1941 | loss: 0.0312123 | val_loss: 0.0312133 | Time: 2375.6 ms [2022-03-12 00:59:59 main:574] : INFO : Epoch 1942 | loss: 0.031212 | val_loss: 0.0312119 | Time: 2495.94 ms [2022-03-12 01:00:01 main:574] : INFO : Epoch 1943 | loss: 0.0312123 | val_loss: 0.0312132 | Time: 2377.69 ms [2022-03-12 01:00:04 main:574] : INFO : Epoch 1944 | loss: 0.0312141 | val_loss: 0.031213 | Time: 2493.23 ms [2022-03-12 01:00:06 main:574] : INFO : Epoch 1945 | loss: 0.0312131 | val_loss: 0.031212 | Time: 2567.02 ms [2022-03-12 01:00:09 main:574] : INFO : Epoch 1946 | loss: 0.0312121 | val_loss: 0.031211 | Time: 2581.35 ms [2022-03-12 01:00:12 main:574] : INFO : Epoch 1947 | loss: 0.031211 | val_loss: 0.0312108 | Time: 2592.33 ms [2022-03-12 01:00:14 main:574] : INFO : Epoch 1948 | loss: 0.0312116 | val_loss: 0.0312108 | Time: 2568.39 ms [2022-03-12 01:00:17 main:574] : INFO : Epoch 1949 | loss: 0.0312129 | val_loss: 0.0312113 | Time: 2379.53 ms [2022-03-12 01:00:19 main:574] : INFO : Epoch 1950 | loss: 0.0312121 | val_loss: 0.0312185 | Time: 2514.33 ms [2022-03-12 01:00:22 main:574] : INFO : Epoch 1951 | loss: 0.0312143 | val_loss: 0.0312139 | Time: 2377.02 ms [2022-03-12 01:00:25 main:574] : INFO : Epoch 1952 | loss: 0.0312123 | val_loss: 0.0312138 | Time: 2503.45 ms [2022-03-12 01:00:27 main:574] : INFO : Epoch 1953 | loss: 0.0312135 | val_loss: 0.0312152 | Time: 2371.57 ms [2022-03-12 01:00:30 main:574] : INFO : Epoch 1954 | loss: 0.0312112 | val_loss: 0.031212 | Time: 2508.97 ms [2022-03-12 01:00:32 main:574] : INFO : Epoch 1955 | loss: 0.0312126 | val_loss: 0.0312113 | Time: 2592.23 ms [2022-03-12 01:00:35 main:574] : INFO : Epoch 1956 | loss: 0.0312127 | val_loss: 0.0312109 | Time: 2581.87 ms [2022-03-12 01:00:38 main:574] : INFO : Epoch 1957 | loss: 0.0312112 | val_loss: 0.0312109 | Time: 2591.29 ms [2022-03-12 01:00:40 main:574] : INFO : Epoch 1958 | loss: 0.0312115 | val_loss: 0.0312106 | Time: 2586.45 ms [2022-03-12 01:00:43 main:574] : INFO : Epoch 1959 | loss: 0.0312112 | val_loss: 0.0312107 | Time: 2592.87 ms [2022-03-12 01:00:46 main:574] : INFO : Epoch 1960 | loss: 0.0312116 | val_loss: 0.0312111 | Time: 2591.25 ms [2022-03-12 01:00:48 main:574] : INFO : Epoch 1961 | loss: 0.031211 | val_loss: 0.0312109 | Time: 2584.26 ms [2022-03-12 01:00:51 main:574] : INFO : Epoch 1962 | loss: 0.0312132 | val_loss: 0.0312175 | Time: 2592.43 ms [2022-03-12 01:00:54 main:574] : INFO : Epoch 1963 | loss: 0.0312152 | val_loss: 0.0312136 | Time: 2590.49 ms [2022-03-12 01:00:56 main:574] : INFO : Epoch 1964 | loss: 0.0312138 | val_loss: 0.0312121 | Time: 2585.91 ms [2022-03-12 01:00:59 main:574] : INFO : Epoch 1965 | loss: 0.0312115 | val_loss: 0.0312118 | Time: 2583.96 ms [2022-03-12 01:01:02 main:574] : INFO : Epoch 1966 | loss: 0.0312118 | val_loss: 0.0312139 | Time: 2588.35 ms [2022-03-12 01:01:04 main:574] : INFO : Epoch 1967 | loss: 0.0312121 | val_loss: 0.031211 | Time: 2607.24 ms [2022-03-12 01:01:07 main:574] : INFO : Epoch 1968 | loss: 0.0312122 | val_loss: 0.031211 | Time: 2583.81 ms [2022-03-12 01:01:10 main:574] : INFO : Epoch 1969 | loss: 0.0312117 | val_loss: 0.0312117 | Time: 2587.66 ms [2022-03-12 01:01:12 main:574] : INFO : Epoch 1970 | loss: 0.0312119 | val_loss: 0.0312126 | Time: 2552.61 ms [2022-03-12 01:01:15 main:574] : INFO : Epoch 1971 | loss: 0.0312118 | val_loss: 0.0312115 | Time: 2584.84 ms [2022-03-12 01:01:17 main:574] : INFO : Epoch 1972 | loss: 0.0312113 | val_loss: 0.0312105 | Time: 2381.46 ms [2022-03-12 01:01:20 main:574] : INFO : Epoch 1973 | loss: 0.0312134 | val_loss: 0.0312106 | Time: 2504.72 ms [2022-03-12 01:01:22 main:574] : INFO : Epoch 1974 | loss: 0.0312124 | val_loss: 0.031214 | Time: 2374.66 ms [2022-03-12 01:01:25 main:574] : INFO : Epoch 1975 | loss: 0.0312118 | val_loss: 0.0312127 | Time: 2500.03 ms [2022-03-12 01:01:27 main:574] : INFO : Epoch 1976 | loss: 0.0312149 | val_loss: 0.0312147 | Time: 2375 ms [2022-03-12 01:01:30 main:574] : INFO : Epoch 1977 | loss: 0.0312144 | val_loss: 0.0312123 | Time: 2506.79 ms [2022-03-12 01:01:32 main:574] : INFO : Epoch 1978 | loss: 0.0312127 | val_loss: 0.0312106 | Time: 2379.67 ms [2022-03-12 01:01:35 main:574] : INFO : Epoch 1979 | loss: 0.0312122 | val_loss: 0.0312129 | Time: 2502.42 ms [2022-03-12 01:01:37 main:574] : INFO : Epoch 1980 | loss: 0.0312122 | val_loss: 0.0312119 | Time: 2371.63 ms [2022-03-12 01:01:40 main:574] : INFO : Epoch 1981 | loss: 0.0312122 | val_loss: 0.0312107 | Time: 2505.5 ms [2022-03-12 01:01:42 main:574] : INFO : Epoch 1982 | loss: 0.0312116 | val_loss: 0.0312109 | Time: 2378.84 ms [2022-03-12 01:01:45 main:574] : INFO : Epoch 1983 | loss: 0.031211 | val_loss: 0.0312104 | Time: 2497.96 ms [2022-03-12 01:01:47 main:574] : INFO : Epoch 1984 | loss: 0.0312113 | val_loss: 0.0312117 | Time: 2376.63 ms [2022-03-12 01:01:50 main:574] : INFO : Epoch 1985 | loss: 0.0312133 | val_loss: 0.0312118 | Time: 2495.61 ms [2022-03-12 01:01:52 main:574] : INFO : Epoch 1986 | loss: 0.0312136 | val_loss: 0.0312152 | Time: 2370.12 ms [2022-03-12 01:01:55 main:574] : INFO : Epoch 1987 | loss: 0.0312154 | val_loss: 0.0312189 | Time: 2512.8 ms [2022-03-12 01:01:57 main:574] : INFO : Epoch 1988 | loss: 0.0312132 | val_loss: 0.0312112 | Time: 2380.19 ms [2022-03-12 01:02:00 main:574] : INFO : Epoch 1989 | loss: 0.0312112 | val_loss: 0.0312133 | Time: 2503.83 ms [2022-03-12 01:02:03 main:574] : INFO : Epoch 1990 | loss: 0.0312128 | val_loss: 0.0312111 | Time: 2574.27 ms [2022-03-12 01:02:05 main:574] : INFO : Epoch 1991 | loss: 0.0312148 | val_loss: 0.0312179 | Time: 2584.61 ms [2022-03-12 01:02:08 main:574] : INFO : Epoch 1992 | loss: 0.0312138 | val_loss: 0.0312115 | Time: 2588.67 ms [2022-03-12 01:02:11 main:574] : INFO : Epoch 1993 | loss: 0.0312117 | val_loss: 0.0312109 | Time: 2593.4 ms [2022-03-12 01:02:13 main:574] : INFO : Epoch 1994 | loss: 0.0312115 | val_loss: 0.0312107 | Time: 2588.64 ms [2022-03-12 01:02:16 main:574] : INFO : Epoch 1995 | loss: 0.031211 | val_loss: 0.0312108 | Time: 2587.75 ms [2022-03-12 01:02:18 main:574] : INFO : Epoch 1996 | loss: 0.0312118 | val_loss: 0.0312108 | Time: 2375.51 ms [2022-03-12 01:02:21 main:574] : INFO : Epoch 1997 | loss: 0.0312119 | val_loss: 0.0312142 | Time: 2512.4 ms [2022-03-12 01:02:24 main:574] : INFO : Epoch 1998 | loss: 0.0312116 | val_loss: 0.0312107 | Time: 2573.39 ms [2022-03-12 01:02:26 main:574] : INFO : Epoch 1999 | loss: 0.031213 | val_loss: 0.0312133 | Time: 2586.81 ms [2022-03-12 01:02:29 main:574] : INFO : Epoch 2000 | loss: 0.0312134 | val_loss: 0.0312118 | Time: 2589.08 ms [2022-03-12 01:02:32 main:574] : INFO : Epoch 2001 | loss: 0.0312117 | val_loss: 0.0312113 | Time: 2583.87 ms [2022-03-12 01:02:34 main:574] : INFO : Epoch 2002 | loss: 0.0312124 | val_loss: 0.0312133 | Time: 2592.26 ms [2022-03-12 01:02:37 main:574] : INFO : Epoch 2003 | loss: 0.0312134 | val_loss: 0.0312118 | Time: 2591.93 ms [2022-03-12 01:02:40 main:574] : INFO : Epoch 2004 | loss: 0.0312126 | val_loss: 0.031214 | Time: 2587.36 ms [2022-03-12 01:02:42 main:574] : INFO : Epoch 2005 | loss: 0.0312128 | val_loss: 0.0312136 | Time: 2595.93 ms [2022-03-12 01:02:45 main:574] : INFO : Epoch 2006 | loss: 0.0312121 | val_loss: 0.0312107 | Time: 2590.33 ms [2022-03-12 01:02:48 main:574] : INFO : Epoch 2007 | loss: 0.0312116 | val_loss: 0.0312117 | Time: 2570.71 ms [2022-03-12 01:02:50 main:574] : INFO : Epoch 2008 | loss: 0.0312113 | val_loss: 0.0312106 | Time: 2377.5 ms [2022-03-12 01:02:53 main:574] : INFO : Epoch 2009 | loss: 0.0312121 | val_loss: 0.0312109 | Time: 2511.4 ms [2022-03-12 01:02:55 main:574] : INFO : Epoch 2010 | loss: 0.031213 | val_loss: 0.031211 | Time: 2574.3 ms [2022-03-12 01:02:58 main:574] : INFO : Epoch 2011 | loss: 0.0312126 | val_loss: 0.0312108 | Time: 2581.15 ms [2022-03-12 01:03:01 main:574] : INFO : Epoch 2012 | loss: 0.0312121 | val_loss: 0.0312107 | Time: 2586.4 ms [2022-03-12 01:03:03 main:574] : INFO : Epoch 2013 | loss: 0.0312117 | val_loss: 0.0312106 | Time: 2582.49 ms [2022-03-12 01:03:06 main:574] : INFO : Epoch 2014 | loss: 0.0312115 | val_loss: 0.0312103 | Time: 2584.62 ms [2022-03-12 01:03:09 main:574] : INFO : Epoch 2015 | loss: 0.0312112 | val_loss: 0.031211 | Time: 2590.87 ms [2022-03-12 01:03:12 main:574] : INFO : Epoch 2016 | loss: 0.0312109 | val_loss: 0.0312104 | Time: 2588.36 ms [2022-03-12 01:03:14 main:574] : INFO : Epoch 2017 | loss: 0.0312112 | val_loss: 0.031211 | Time: 2376.15 ms [2022-03-12 01:03:17 main:574] : INFO : Epoch 2018 | loss: 0.0312135 | val_loss: 0.0312139 | Time: 2518.29 ms [2022-03-12 01:03:19 main:574] : INFO : Epoch 2019 | loss: 0.0312138 | val_loss: 0.0312134 | Time: 2373.7 ms [2022-03-12 01:03:22 main:574] : INFO : Epoch 2020 | loss: 0.0312124 | val_loss: 0.0312119 | Time: 2504.28 ms [2022-03-12 01:03:24 main:574] : INFO : Epoch 2021 | loss: 0.0312121 | val_loss: 0.031219 | Time: 2570.95 ms [2022-03-12 01:03:27 main:574] : INFO : Epoch 2022 | loss: 0.0312137 | val_loss: 0.0312124 | Time: 2588.75 ms [2022-03-12 01:03:30 main:574] : INFO : Epoch 2023 | loss: 0.0312137 | val_loss: 0.0312141 | Time: 2596.88 ms [2022-03-12 01:03:32 main:574] : INFO : Epoch 2024 | loss: 0.0312133 | val_loss: 0.0312111 | Time: 2584.34 ms [2022-03-12 01:03:35 main:574] : INFO : Epoch 2025 | loss: 0.0312143 | val_loss: 0.0312116 | Time: 2378.88 ms [2022-03-12 01:03:37 main:574] : INFO : Epoch 2026 | loss: 0.0312116 | val_loss: 0.0312113 | Time: 2513.46 ms [2022-03-12 01:03:40 main:574] : INFO : Epoch 2027 | loss: 0.031212 | val_loss: 0.0312107 | Time: 2376.9 ms [2022-03-12 01:03:42 main:574] : INFO : Epoch 2028 | loss: 0.0312136 | val_loss: 0.0312106 | Time: 2506.76 ms [2022-03-12 01:03:45 main:574] : INFO : Epoch 2029 | loss: 0.0312115 | val_loss: 0.0312109 | Time: 2567.42 ms [2022-03-12 01:03:48 main:574] : INFO : Epoch 2030 | loss: 0.0312116 | val_loss: 0.0312106 | Time: 2592.38 ms [2022-03-12 01:03:50 main:574] : INFO : Epoch 2031 | loss: 0.031212 | val_loss: 0.0312115 | Time: 2591.64 ms [2022-03-12 01:03:53 main:574] : INFO : Epoch 2032 | loss: 0.0312128 | val_loss: 0.0312164 | Time: 2585.5 ms [2022-03-12 01:03:56 main:574] : INFO : Epoch 2033 | loss: 0.0312117 | val_loss: 0.0312105 | Time: 2595.85 ms [2022-03-12 01:03:58 main:574] : INFO : Epoch 2034 | loss: 0.0312129 | val_loss: 0.0312187 | Time: 2592.63 ms [2022-03-12 01:04:01 main:574] : INFO : Epoch 2035 | loss: 0.0312118 | val_loss: 0.0312108 | Time: 2599.13 ms [2022-03-12 01:04:04 main:574] : INFO : Epoch 2036 | loss: 0.031213 | val_loss: 0.0312129 | Time: 2584.25 ms [2022-03-12 01:04:06 main:574] : INFO : Epoch 2037 | loss: 0.0312125 | val_loss: 0.031211 | Time: 2587.16 ms [2022-03-12 01:04:09 main:574] : INFO : Epoch 2038 | loss: 0.031213 | val_loss: 0.0312112 | Time: 2595.06 ms [2022-03-12 01:04:12 main:574] : INFO : Epoch 2039 | loss: 0.0312119 | val_loss: 0.0312109 | Time: 2592.78 ms [2022-03-12 01:04:14 main:574] : INFO : Epoch 2040 | loss: 0.0312121 | val_loss: 0.0312111 | Time: 2576.66 ms [2022-03-12 01:04:17 main:574] : INFO : Epoch 2041 | loss: 0.0312126 | val_loss: 0.0312131 | Time: 2602.8 ms [2022-03-12 01:04:20 main:574] : INFO : Epoch 2042 | loss: 0.0312144 | val_loss: 0.0312198 | Time: 2587.75 ms [2022-03-12 01:04:22 main:574] : INFO : Epoch 2043 | loss: 0.0312144 | val_loss: 0.0312109 | Time: 2590.2 ms [2022-03-12 01:04:25 main:574] : INFO : Epoch 2044 | loss: 0.0312114 | val_loss: 0.0312109 | Time: 2586.8 ms [2022-03-12 01:04:28 main:574] : INFO : Epoch 2045 | loss: 0.0312123 | val_loss: 0.031211 | Time: 2584.41 ms [2022-03-12 01:04:30 main:574] : INFO : Epoch 2046 | loss: 0.0312123 | val_loss: 0.0312129 | Time: 2596.45 ms [2022-03-12 01:04:33 main:574] : INFO : Epoch 2047 | loss: 0.0312119 | val_loss: 0.0312112 | Time: 2597.7 ms [2022-03-12 01:04:36 main:574] : INFO : Epoch 2048 | loss: 0.031212 | val_loss: 0.0312151 | Time: 2580.93 ms [2022-03-12 01:04:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312151 [2022-03-12 01:04:36 main:603] : INFO : Saving end state to config to file [2022-03-12 01:04:36 main:608] : INFO : Success, exiting.. 01:04:36 (8528): 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)