Task 11346942
| Name | ParityModified-1639948385-23220-3-0_0 |
| Workunit | 8591912 |
| Created | 4 Feb 2022, 10:35:50 UTC |
| Sent | 16 Feb 2022, 14:33:15 UTC |
| Report deadline | 24 Feb 2022, 14:33:15 UTC |
| Received | 16 Feb 2022, 17:03:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5174 |
| Run time | 1 hours 28 min 15 sec |
| CPU time | 1 hours 25 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,141.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 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: 0.0312095 | val_loss: 0.0312048 | Time: 2598.68 ms [2022-02-16 16:41:28 main:574] : INFO : Epoch 1543 | loss: 0.0312097 | val_loss: 0.0312053 | Time: 2600.55 ms [2022-02-16 16:41:31 main:574] : INFO : Epoch 1544 | loss: 0.0312105 | val_loss: 0.0312078 | Time: 2637.12 ms [2022-02-16 16:41:34 main:574] : INFO : Epoch 1545 | loss: 0.0312114 | val_loss: 0.0312085 | Time: 2584.98 ms [2022-02-16 16:41:36 main:574] : INFO : Epoch 1546 | loss: 0.0312111 | val_loss: 0.0312059 | Time: 2663.14 ms [2022-02-16 16:41:39 main:574] : INFO : Epoch 1547 | loss: 0.0312084 | val_loss: 0.0312052 | Time: 2630.68 ms [2022-02-16 16:41:42 main:574] : INFO : Epoch 1548 | loss: 0.0312085 | val_loss: 0.0312049 | Time: 2610.5 ms [2022-02-16 16:41:44 main:574] : INFO : Epoch 1549 | loss: 0.0312087 | val_loss: 0.0312048 | Time: 2620.01 ms [2022-02-16 16:41:47 main:574] : INFO : Epoch 1550 | loss: 0.0312125 | val_loss: 0.0312111 | Time: 2618.88 ms [2022-02-16 16:41:49 main:574] : INFO : Epoch 1551 | loss: 0.0312101 | val_loss: 0.0312071 | Time: 2642.93 ms [2022-02-16 16:41:52 main:574] : INFO : Epoch 1552 | loss: 0.0312085 | val_loss: 0.0312087 | Time: 2631.65 ms [2022-02-16 16:41:55 main:574] : INFO : Epoch 1553 | loss: 0.0312098 | val_loss: 0.0312067 | Time: 2564.32 ms [2022-02-16 16:41:57 main:574] : INFO : Epoch 1554 | loss: 0.0312115 | val_loss: 0.0312055 | Time: 2619.04 ms [2022-02-16 16:42:00 main:574] : INFO : Epoch 1555 | loss: 0.0312084 | val_loss: 0.0312047 | Time: 2661.46 ms [2022-02-16 16:42:03 main:574] : INFO : Epoch 1556 | loss: 0.0312082 | val_loss: 0.031205 | Time: 2603.35 ms [2022-02-16 16:42:05 main:574] : INFO : Epoch 1557 | loss: 0.0312082 | val_loss: 0.0312063 | Time: 2603.03 ms [2022-02-16 16:42:08 main:574] : INFO : Epoch 1558 | loss: 0.0312096 | val_loss: 0.0312065 | Time: 2594.1 ms [2022-02-16 16:42:10 main:574] : INFO : Epoch 1559 | loss: 0.0312112 | val_loss: 0.0312089 | Time: 2612.29 ms [2022-02-16 16:42:13 main:574] : INFO : Epoch 1560 | loss: 0.0312104 | val_loss: 0.0312057 | Time: 2598.9 ms [2022-02-16 16:42:16 main:574] : INFO : Epoch 1561 | loss: 0.0312084 | val_loss: 0.0312051 | Time: 2628.69 ms [2022-02-16 16:42:18 main:574] : INFO : Epoch 1562 | loss: 0.0312093 | val_loss: 0.0312055 | Time: 2609.57 ms [2022-02-16 16:42:21 main:574] : INFO : Epoch 1563 | loss: 0.0312093 | val_loss: 0.0312061 | Time: 2574.47 ms [2022-02-16 16:42:23 main:574] : INFO : Epoch 1564 | loss: 0.031209 | val_loss: 0.0312048 | Time: 2580.02 ms [2022-02-16 16:42:26 main:574] : INFO : Epoch 1565 | loss: 0.0312086 | val_loss: 0.0312062 | Time: 2557.91 ms [2022-02-16 16:42:29 main:574] : INFO : Epoch 1566 | loss: 0.0312088 | val_loss: 0.0312073 | Time: 2609.1 ms [2022-02-16 16:42:31 main:574] : INFO : Epoch 1567 | loss: 0.0312108 | val_loss: 0.0312107 | Time: 2642.05 ms [2022-02-16 16:42:34 main:574] : INFO : Epoch 1568 | loss: 0.0312096 | val_loss: 0.0312051 | Time: 2696.77 ms [2022-02-16 16:42:37 main:574] : INFO : Epoch 1569 | loss: 0.0312088 | val_loss: 0.0312102 | Time: 2625.74 ms [2022-02-16 16:42:39 main:574] : INFO : Epoch 1570 | loss: 0.0312108 | val_loss: 0.0312051 | Time: 2614.89 ms [2022-02-16 16:42:42 main:574] : INFO : Epoch 1571 | loss: 0.0312097 | val_loss: 0.0312105 | Time: 2624.1 ms [2022-02-16 16:42:44 main:574] : INFO : Epoch 1572 | loss: 0.03121 | val_loss: 0.0312058 | Time: 2618.45 ms [2022-02-16 16:42:47 main:574] : INFO : Epoch 1573 | loss: 0.0312097 | val_loss: 0.0312056 | Time: 2621.96 ms [2022-02-16 16:42:50 main:574] : INFO : Epoch 1574 | loss: 0.0312084 | val_loss: 0.0312051 | Time: 2617.39 ms [2022-02-16 16:42:52 main:574] : INFO : Epoch 1575 | loss: 0.0312117 | val_loss: 0.0312081 | Time: 2604.74 ms [2022-02-16 16:42:55 main:574] : INFO : Epoch 1576 | loss: 0.0312127 | val_loss: 0.0312096 | Time: 2587.4 ms [2022-02-16 16:42:58 main:574] : INFO : Epoch 1577 | loss: 0.0312098 | val_loss: 0.0312055 | Time: 2674.33 ms [2022-02-16 16:43:00 main:574] : INFO : Epoch 1578 | loss: 0.0312106 | val_loss: 0.0312073 | Time: 2593.08 ms [2022-02-16 16:43:03 main:574] : INFO : Epoch 1579 | loss: 0.0312083 | val_loss: 0.0312053 | Time: 2627.96 ms [2022-02-16 16:43:05 main:574] : INFO : Epoch 1580 | loss: 0.0312119 | val_loss: 0.0312093 | Time: 2632.16 ms [2022-02-16 16:43:08 main:574] : INFO : Epoch 1581 | loss: 0.031209 | val_loss: 0.0312048 | Time: 2612.09 ms [2022-02-16 16:43:11 main:574] : INFO : Epoch 1582 | loss: 0.0312079 | val_loss: 0.0312049 | Time: 2615.66 ms [2022-02-16 16:43:13 main:574] : INFO : Epoch 1583 | loss: 0.0312084 | val_loss: 0.0312044 | Time: 2623.97 ms [2022-02-16 16:43:16 main:574] : INFO : Epoch 1584 | loss: 0.0312091 | val_loss: 0.0312057 | Time: 2649.26 ms [2022-02-16 16:43:19 main:574] : INFO : Epoch 1585 | loss: 0.0312083 | val_loss: 0.0312065 | Time: 2628.32 ms [2022-02-16 16:43:21 main:574] : INFO : Epoch 1586 | loss: 0.0312102 | val_loss: 0.0312091 | Time: 2656.97 ms [2022-02-16 16:43:24 main:574] : INFO : Epoch 1587 | loss: 0.0312105 | val_loss: 0.0312136 | Time: 2639.28 ms [2022-02-16 16:43:27 main:574] : INFO : Epoch 1588 | loss: 0.0312144 | val_loss: 0.031212 | Time: 2618.89 ms [2022-02-16 16:43:29 main:574] : INFO : Epoch 1589 | loss: 0.031212 | val_loss: 0.0312055 | Time: 2634.34 ms [2022-02-16 16:43:32 main:574] : INFO : Epoch 1590 | loss: 0.0312113 | val_loss: 0.0312051 | Time: 2612.41 ms [2022-02-16 16:43:34 main:574] : INFO : Epoch 1591 | loss: 0.0312103 | val_loss: 0.0312078 | Time: 2575.67 ms [2022-02-16 16:43:37 main:574] : INFO : Epoch 1592 | loss: 0.0312107 | val_loss: 0.0312071 | Time: 2575.35 ms [2022-02-16 16:43:39 main:574] : INFO : Epoch 1593 | loss: 0.0312105 | val_loss: 0.0312052 | Time: 2544.71 ms [2022-02-16 16:43:42 main:574] : INFO : Epoch 1594 | loss: 0.0312094 | val_loss: 0.031206 | Time: 2642.13 ms [2022-02-16 16:43:45 main:574] : INFO : Epoch 1595 | loss: 0.0312085 | val_loss: 0.0312046 | Time: 2628.66 ms [2022-02-16 16:43:47 main:574] : INFO : Epoch 1596 | loss: 0.0312096 | val_loss: 0.0312054 | Time: 2604.25 ms [2022-02-16 16:43:50 main:574] : INFO : Epoch 1597 | loss: 0.0312102 | val_loss: 0.0312047 | Time: 2600.18 ms [2022-02-16 16:43:53 main:574] : INFO : Epoch 1598 | loss: 0.0312091 | val_loss: 0.0312102 | Time: 2627.39 ms [2022-02-16 16:43:55 main:574] : INFO : Epoch 1599 | loss: 0.031209 | val_loss: 0.0312066 | Time: 2609.33 ms [2022-02-16 16:43:58 main:574] : INFO : Epoch 1600 | loss: 0.0312092 | val_loss: 0.0312055 | Time: 2660.1 ms [2022-02-16 16:44:00 main:574] : INFO : Epoch 1601 | loss: 0.0312089 | val_loss: 0.0312057 | Time: 2602.55 ms [2022-02-16 16:44:03 main:574] : INFO : Epoch 1602 | loss: 0.0312097 | val_loss: 0.0312044 | Time: 2637.16 ms [2022-02-16 16:44:06 main:574] : INFO : Epoch 1603 | loss: 0.0312094 | val_loss: 0.031206 | Time: 2603.81 ms [2022-02-16 16:44:08 main:574] : INFO : Epoch 1604 | loss: 0.0312108 | val_loss: 0.0312085 | Time: 2593.65 ms [2022-02-16 16:44:11 main:574] : INFO : Epoch 1605 | loss: 0.0312099 | val_loss: 0.0312085 | Time: 2657.82 ms [2022-02-16 16:44:14 main:574] : INFO : Epoch 1606 | loss: 0.0312091 | val_loss: 0.0312049 | Time: 2616.46 ms [2022-02-16 16:44:16 main:574] : INFO : Epoch 1607 | loss: 0.0312107 | val_loss: 0.031215 | Time: 2605.6 ms [2022-02-16 16:44:19 main:574] : INFO : Epoch 1608 | loss: 0.0312119 | val_loss: 0.0312061 | Time: 2634.33 ms [2022-02-16 16:44:22 main:574] : INFO : Epoch 1609 | loss: 0.0312088 | val_loss: 0.0312072 | Time: 2650.65 ms [2022-02-16 16:44:24 main:574] : INFO : Epoch 1610 | loss: 0.0312087 | val_loss: 0.0312059 | Time: 2594.04 ms [2022-02-16 16:44:27 main:574] : INFO : Epoch 1611 | loss: 0.0312115 | val_loss: 0.0312162 | Time: 2608.97 ms [2022-02-16 16:44:29 main:574] : INFO : Epoch 1612 | loss: 0.0312185 | val_loss: 0.0312177 | Time: 2650.05 ms [2022-02-16 16:44:32 main:574] : INFO : Epoch 1613 | loss: 0.0312107 | val_loss: 0.031206 | Time: 2606.38 ms [2022-02-16 16:44:35 main:574] : INFO : Epoch 1614 | loss: 0.0312104 | val_loss: 0.0312064 | Time: 2607.56 ms [2022-02-16 16:44:37 main:574] : INFO : Epoch 1615 | loss: 0.0312086 | val_loss: 0.0312046 | Time: 2647.48 ms [2022-02-16 16:44:40 main:574] : INFO : Epoch 1616 | loss: 0.0312104 | val_loss: 0.031216 | Time: 2633.52 ms [2022-02-16 16:44:43 main:574] : INFO : Epoch 1617 | loss: 0.0312162 | val_loss: 0.0312295 | Time: 2607.01 ms [2022-02-16 16:44:45 main:574] : INFO : Epoch 1618 | loss: 0.0312155 | val_loss: 0.0312061 | Time: 2550.13 ms [2022-02-16 16:44:48 main:574] : INFO : Epoch 1619 | loss: 0.031209 | val_loss: 0.0312125 | Time: 2616.65 ms [2022-02-16 16:44:50 main:574] : INFO : Epoch 1620 | loss: 0.0312107 | val_loss: 0.0312045 | Time: 2637.84 ms [2022-02-16 16:44:53 main:574] : INFO : Epoch 1621 | loss: 0.0312086 | val_loss: 0.0312089 | Time: 2601.55 ms [2022-02-16 16:44:56 main:574] : INFO : Epoch 1622 | loss: 0.0312113 | val_loss: 0.0312067 | Time: 2642.25 ms [2022-02-16 16:44:58 main:574] : INFO : Epoch 1623 | loss: 0.0312091 | val_loss: 0.0312115 | Time: 2576.17 ms [2022-02-16 16:45:01 main:574] : INFO : Epoch 1624 | loss: 0.0312116 | val_loss: 0.0312074 | Time: 2599.27 ms [2022-02-16 16:45:03 main:574] : INFO : Epoch 1625 | loss: 0.0312106 | val_loss: 0.0312047 | Time: 2580.75 ms [2022-02-16 16:45:06 main:574] : INFO : Epoch 1626 | loss: 0.0312091 | val_loss: 0.0312045 | Time: 2618.05 ms [2022-02-16 16:45:09 main:574] : INFO : Epoch 1627 | loss: 0.0312087 | val_loss: 0.031206 | Time: 2607.92 ms [2022-02-16 16:45:11 main:574] : INFO : Epoch 1628 | loss: 0.0312086 | val_loss: 0.0312093 | Time: 2673.41 ms [2022-02-16 16:45:14 main:574] : INFO : Epoch 1629 | loss: 0.0312103 | val_loss: 0.0312044 | Time: 2619.62 ms [2022-02-16 16:45:17 main:574] : INFO : Epoch 1630 | loss: 0.0312086 | val_loss: 0.0312045 | Time: 2638.81 ms [2022-02-16 16:45:19 main:574] : INFO : Epoch 1631 | loss: 0.0312083 | val_loss: 0.0312051 | Time: 2691.23 ms [2022-02-16 16:45:22 main:574] : INFO : Epoch 1632 | loss: 0.0312089 | val_loss: 0.0312052 | Time: 2598.62 ms [2022-02-16 16:45:24 main:574] : INFO : Epoch 1633 | loss: 0.031209 | val_loss: 0.0312098 | Time: 2640.34 ms [2022-02-16 16:45:27 main:574] : INFO : Epoch 1634 | loss: 0.0312127 | val_loss: 0.0312177 | Time: 2601.6 ms [2022-02-16 16:45:30 main:574] : INFO : Epoch 1635 | loss: 0.0312131 | val_loss: 0.0312064 | Time: 2616.45 ms [2022-02-16 16:45:32 main:574] : INFO : Epoch 1636 | loss: 0.0312096 | val_loss: 0.0312062 | Time: 2636.93 ms [2022-02-16 16:45:35 main:574] : INFO : Epoch 1637 | loss: 0.0312089 | val_loss: 0.0312066 | Time: 2605.61 ms [2022-02-16 16:45:38 main:574] : INFO : Epoch 1638 | loss: 0.0312092 | val_loss: 0.0312052 | Time: 2603.7 ms [2022-02-16 16:45:40 main:574] : INFO : Epoch 1639 | loss: 0.0312117 | val_loss: 0.0312091 | Time: 2562.75 ms [2022-02-16 16:45:43 main:574] : INFO : Epoch 1640 | loss: 0.031209 | val_loss: 0.031209 | Time: 2574.29 ms [2022-02-16 16:45:45 main:574] : INFO : Epoch 1641 | loss: 0.0312103 | val_loss: 0.031208 | Time: 2593.29 ms [2022-02-16 16:45:48 main:574] : INFO : Epoch 1642 | loss: 0.0312115 | val_loss: 0.0312096 | Time: 2608.99 ms [2022-02-16 16:45:51 main:574] : INFO : Epoch 1643 | loss: 0.0312123 | val_loss: 0.0312052 | Time: 2616.58 ms [2022-02-16 16:45:53 main:574] : INFO : Epoch 1644 | loss: 0.0312103 | val_loss: 0.0312089 | Time: 2607.52 ms [2022-02-16 16:45:56 main:574] : INFO : Epoch 1645 | loss: 0.031213 | val_loss: 0.0312225 | Time: 2640.25 ms [2022-02-16 16:45:58 main:574] : INFO : Epoch 1646 | loss: 0.0312139 | val_loss: 0.0312059 | Time: 2617.47 ms [2022-02-16 16:46:01 main:574] : INFO : Epoch 1647 | loss: 0.0312127 | val_loss: 0.0312116 | Time: 2660.58 ms [2022-02-16 16:46:04 main:574] : INFO : Epoch 1648 | loss: 0.0312103 | val_loss: 0.0312067 | Time: 2618.13 ms [2022-02-16 16:46:06 main:574] : INFO : Epoch 1649 | loss: 0.0312088 | val_loss: 0.0312063 | Time: 2606.8 ms [2022-02-16 16:46:09 main:574] : INFO : Epoch 1650 | loss: 0.0312128 | val_loss: 0.0312078 | Time: 2611.8 ms [2022-02-16 16:46:12 main:574] : INFO : Epoch 1651 | loss: 0.0312113 | val_loss: 0.0312051 | Time: 2633.1 ms [2022-02-16 16:46:14 main:574] : INFO : Epoch 1652 | loss: 0.0312103 | val_loss: 0.0312138 | Time: 2638.55 ms [2022-02-16 16:46:17 main:574] : INFO : Epoch 1653 | loss: 0.0312129 | val_loss: 0.031205 | Time: 2612.17 ms [2022-02-16 16:46:19 main:574] : INFO : Epoch 1654 | loss: 0.0312092 | val_loss: 0.031205 | Time: 2631.79 ms [2022-02-16 16:46:22 main:574] : INFO : Epoch 1655 | loss: 0.0312094 | val_loss: 0.0312135 | Time: 2612.87 ms [2022-02-16 16:46:25 main:574] : INFO : Epoch 1656 | loss: 0.0312123 | val_loss: 0.0312046 | Time: 2616.54 ms [2022-02-16 16:46:27 main:574] : INFO : Epoch 1657 | loss: 0.031211 | val_loss: 0.0312081 | Time: 2605.37 ms [2022-02-16 16:46:30 main:574] : INFO : Epoch 1658 | loss: 0.0312138 | val_loss: 0.0312132 | Time: 2584.73 ms [2022-02-16 16:46:33 main:574] : INFO : Epoch 1659 | loss: 0.0312151 | val_loss: 0.0312055 | Time: 2611.53 ms [2022-02-16 16:46:35 main:574] : INFO : Epoch 1660 | loss: 0.0312085 | val_loss: 0.0312055 | Time: 2638.33 ms [2022-02-16 16:46:38 main:574] : INFO : Epoch 1661 | loss: 0.0312084 | val_loss: 0.0312044 | Time: 2609.59 ms [2022-02-16 16:46:40 main:574] : INFO : Epoch 1662 | loss: 0.031209 | val_loss: 0.0312061 | Time: 2563.31 ms [2022-02-16 16:46:43 main:574] : INFO : Epoch 1663 | loss: 0.0312161 | val_loss: 0.0312124 | Time: 2598.94 ms [2022-02-16 16:46:46 main:574] : INFO : Epoch 1664 | loss: 0.0312123 | val_loss: 0.0312117 | Time: 2630.52 ms [2022-02-16 16:46:48 main:574] : INFO : Epoch 1665 | loss: 0.0312101 | val_loss: 0.0312067 | Time: 2630.86 ms [2022-02-16 16:46:51 main:574] : INFO : Epoch 1666 | loss: 0.0312104 | val_loss: 0.0312057 | Time: 2647.69 ms [2022-02-16 16:46:53 main:574] : INFO : Epoch 1667 | loss: 0.0312104 | val_loss: 0.0312056 | Time: 2620.49 ms [2022-02-16 16:46:56 main:574] : INFO : Epoch 1668 | loss: 0.0312095 | val_loss: 0.0312066 | Time: 2638.72 ms [2022-02-16 16:46:59 main:574] : INFO : Epoch 1669 | loss: 0.0312109 | val_loss: 0.0312048 | Time: 2637.43 ms [2022-02-16 16:47:01 main:574] : INFO : Epoch 1670 | loss: 0.0312101 | val_loss: 0.0312106 | Time: 2620.81 ms [2022-02-16 16:47:04 main:574] : INFO : Epoch 1671 | loss: 0.0312115 | val_loss: 0.0312049 | Time: 2575.36 ms [2022-02-16 16:47:07 main:574] : INFO : Epoch 1672 | loss: 0.0312122 | val_loss: 0.031213 | Time: 2554.74 ms [2022-02-16 16:47:09 main:574] : INFO : Epoch 1673 | loss: 0.0312101 | val_loss: 0.031209 | Time: 2632.99 ms [2022-02-16 16:47:12 main:574] : INFO : Epoch 1674 | loss: 0.0312119 | val_loss: 0.0312073 | Time: 2624.37 ms [2022-02-16 16:47:14 main:574] : INFO : Epoch 1675 | loss: 0.0312094 | val_loss: 0.0312077 | Time: 2625.84 ms [2022-02-16 16:47:17 main:574] : INFO : Epoch 1676 | loss: 0.0312092 | val_loss: 0.031205 | Time: 2602.02 ms [2022-02-16 16:47:20 main:574] : INFO : Epoch 1677 | loss: 0.0312104 | val_loss: 0.0312048 | Time: 2598.3 ms [2022-02-16 16:47:22 main:574] : INFO : Epoch 1678 | loss: 0.031209 | val_loss: 0.0312052 | Time: 2549.37 ms [2022-02-16 16:47:25 main:574] : INFO : Epoch 1679 | loss: 0.0312095 | val_loss: 0.0312053 | Time: 2595.47 ms [2022-02-16 16:47:27 main:574] : INFO : Epoch 1680 | loss: 0.0312083 | val_loss: 0.0312063 | Time: 2643.18 ms [2022-02-16 16:47:30 main:574] : INFO : Epoch 1681 | loss: 0.0312116 | val_loss: 0.0312121 | Time: 2602.59 ms [2022-02-16 16:47:33 main:574] : INFO : Epoch 1682 | loss: 0.0312093 | val_loss: 0.0312071 | Time: 2659.06 ms [2022-02-16 16:47:35 main:574] : INFO : Epoch 1683 | loss: 0.0312088 | val_loss: 0.0312058 | Time: 2585.42 ms [2022-02-16 16:47:38 main:574] : INFO : Epoch 1684 | loss: 0.0312093 | val_loss: 0.0312054 | Time: 2613.55 ms [2022-02-16 16:47:41 main:574] : INFO : Epoch 1685 | loss: 0.0312087 | val_loss: 0.0312044 | Time: 2597.91 ms [2022-02-16 16:47:43 main:574] : INFO : Epoch 1686 | loss: 0.0312084 | val_loss: 0.0312059 | Time: 2853.36 ms [2022-02-16 16:47:46 main:574] : INFO : Epoch 1687 | loss: 0.0312091 | val_loss: 0.0312049 | Time: 2799.16 ms [2022-02-16 16:47:49 main:574] : INFO : Epoch 1688 | loss: 0.0312117 | val_loss: 0.0312121 | Time: 2655.9 ms [2022-02-16 16:47:51 main:574] : INFO : Epoch 1689 | loss: 0.0312155 | val_loss: 0.0312086 | Time: 2621.99 ms [2022-02-16 16:47:54 main:574] : INFO : Epoch 1690 | loss: 0.0312121 | val_loss: 0.0312073 | Time: 2585.23 ms [2022-02-16 16:47:57 main:574] : INFO : Epoch 1691 | loss: 0.0312083 | val_loss: 0.0312047 | Time: 2597.92 ms [2022-02-16 16:47:59 main:574] : INFO : Epoch 1692 | loss: 0.0312106 | val_loss: 0.0312048 | Time: 2605.59 ms [2022-02-16 16:48:02 main:574] : INFO : Epoch 1693 | loss: 0.0312103 | val_loss: 0.0312051 | Time: 2584.09 ms [2022-02-16 16:48:04 main:574] : INFO : Epoch 1694 | loss: 0.0312088 | val_loss: 0.0312064 | Time: 2609.01 ms [2022-02-16 16:48:07 main:574] : INFO : Epoch 1695 | loss: 0.0312091 | val_loss: 0.0312045 | Time: 2620.52 ms [2022-02-16 16:48:10 main:574] : INFO : Epoch 1696 | loss: 0.0312089 | val_loss: 0.0312099 | Time: 2602.15 ms [2022-02-16 16:48:12 main:574] : INFO : Epoch 1697 | loss: 0.0312106 | val_loss: 0.0312089 | Time: 2571.31 ms [2022-02-16 16:48:15 main:574] : INFO : Epoch 1698 | loss: 0.0312095 | val_loss: 0.0312046 | Time: 2626.47 ms [2022-02-16 16:48:18 main:574] : INFO : Epoch 1699 | loss: 0.031208 | val_loss: 0.0312053 | Time: 2596.76 ms [2022-02-16 16:48:20 main:574] : INFO : Epoch 1700 | loss: 0.0312087 | val_loss: 0.0312099 | Time: 2573.89 ms [2022-02-16 16:48:23 main:574] : INFO : Epoch 1701 | loss: 0.0312102 | val_loss: 0.0312045 | Time: 2598.81 ms [2022-02-16 16:48:25 main:574] : INFO : Epoch 1702 | loss: 0.0312146 | val_loss: 0.0312073 | Time: 2590.26 ms [2022-02-16 16:48:28 main:574] : INFO : Epoch 1703 | loss: 0.0312091 | val_loss: 0.0312054 | Time: 2641.85 ms [2022-02-16 16:48:31 main:574] : INFO : Epoch 1704 | loss: 0.0312091 | val_loss: 0.0312067 | Time: 2615.29 ms [2022-02-16 16:48:33 main:574] : INFO : Epoch 1705 | loss: 0.0312082 | val_loss: 0.0312059 | Time: 2696.36 ms [2022-02-16 16:48:36 main:574] : INFO : Epoch 1706 | loss: 0.0312097 | val_loss: 0.0312051 | Time: 2624.74 ms [2022-02-16 16:48:38 main:574] : INFO : Epoch 1707 | loss: 0.0312086 | val_loss: 0.0312079 | Time: 2574.66 ms [2022-02-16 16:48:41 main:574] : INFO : Epoch 1708 | loss: 0.0312102 | val_loss: 0.031207 | Time: 2608.32 ms [2022-02-16 16:48:44 main:574] : INFO : Epoch 1709 | loss: 0.031211 | val_loss: 0.0312049 | Time: 2610.45 ms [2022-02-16 16:48:46 main:574] : INFO : Epoch 1710 | loss: 0.0312086 | val_loss: 0.0312069 | Time: 2643.29 ms [2022-02-16 16:48:49 main:574] : INFO : Epoch 1711 | loss: 0.0312094 | val_loss: 0.0312131 | Time: 2608.98 ms [2022-02-16 16:48:52 main:574] : INFO : Epoch 1712 | loss: 0.0312096 | val_loss: 0.0312048 | Time: 2612.42 ms [2022-02-16 16:48:54 main:574] : INFO : Epoch 1713 | loss: 0.0312087 | val_loss: 0.0312047 | Time: 2591.12 ms [2022-02-16 16:48:57 main:574] : INFO : Epoch 1714 | loss: 0.03121 | val_loss: 0.0312095 | Time: 2607.47 ms [2022-02-16 16:48:59 main:574] : INFO : Epoch 1715 | loss: 0.0312111 | val_loss: 0.0312054 | Time: 2583.11 ms [2022-02-16 16:49:02 main:574] : INFO : Epoch 1716 | loss: 0.0312086 | val_loss: 0.0312077 | Time: 2615.58 ms [2022-02-16 16:49:05 main:574] : INFO : Epoch 1717 | loss: 0.0312087 | val_loss: 0.0312045 | Time: 2623.53 ms [2022-02-16 16:49:07 main:574] : INFO : Epoch 1718 | loss: 0.0312081 | val_loss: 0.031205 | Time: 2632.18 ms [2022-02-16 16:49:10 main:574] : INFO : Epoch 1719 | loss: 0.0312087 | val_loss: 0.0312048 | Time: 2659.24 ms [2022-02-16 16:49:13 main:574] : INFO : Epoch 1720 | loss: 0.0312088 | val_loss: 0.0312063 | Time: 2634.79 ms [2022-02-16 16:49:15 main:574] : INFO : Epoch 1721 | loss: 0.0312119 | val_loss: 0.0312144 | Time: 2619.17 ms [2022-02-16 16:49:18 main:574] : INFO : Epoch 1722 | loss: 0.0312119 | val_loss: 0.0312055 | Time: 2631.49 ms [2022-02-16 16:49:20 main:574] : INFO : Epoch 1723 | loss: 0.0312104 | val_loss: 0.0312084 | Time: 2588.86 ms [2022-02-16 16:49:23 main:574] : INFO : Epoch 1724 | loss: 0.0312106 | val_loss: 0.0312122 | Time: 2647.75 ms [2022-02-16 16:49:26 main:574] : INFO : Epoch 1725 | loss: 0.0312118 | val_loss: 0.031206 | Time: 2580.89 ms [2022-02-16 16:49:28 main:574] : INFO : Epoch 1726 | loss: 0.0312079 | val_loss: 0.0312067 | Time: 2624.1 ms [2022-02-16 16:49:31 main:574] : INFO : Epoch 1727 | loss: 0.0312129 | val_loss: 0.031205 | Time: 2822.82 ms [2022-02-16 16:49:34 main:574] : INFO : Epoch 1728 | loss: 0.0312116 | val_loss: 0.031209 | Time: 2659.82 ms [2022-02-16 16:49:36 main:574] : INFO : Epoch 1729 | loss: 0.0312093 | val_loss: 0.0312053 | Time: 2627.42 ms [2022-02-16 16:49:39 main:574] : INFO : Epoch 1730 | loss: 0.0312087 | val_loss: 0.0312047 | Time: 2608.67 ms [2022-02-16 16:49:42 main:574] : INFO : Epoch 1731 | loss: 0.0312088 | val_loss: 0.0312049 | Time: 2651.73 ms [2022-02-16 16:49:44 main:574] : INFO : Epoch 1732 | loss: 0.0312083 | val_loss: 0.0312055 | Time: 2615.59 ms [2022-02-16 16:49:47 main:574] : INFO : Epoch 1733 | loss: 0.0312085 | val_loss: 0.0312047 | Time: 2606.7 ms [2022-02-16 16:49:50 main:574] : INFO : Epoch 1734 | loss: 0.031208 | val_loss: 0.0312046 | Time: 2628.68 ms [2022-02-16 16:49:52 main:574] : INFO : Epoch 1735 | loss: 0.0312094 | val_loss: 0.0312048 | Time: 2599.21 ms [2022-02-16 16:49:55 main:574] : INFO : Epoch 1736 | loss: 0.0312088 | val_loss: 0.0312054 | Time: 2599.92 ms [2022-02-16 16:49:57 main:574] : INFO : Epoch 1737 | loss: 0.0312131 | val_loss: 0.0312108 | Time: 2647.07 ms [2022-02-16 16:50:00 main:574] : INFO : Epoch 1738 | loss: 0.031211 | val_loss: 0.0312051 | Time: 2611.71 ms [2022-02-16 16:50:03 main:574] : INFO : Epoch 1739 | loss: 0.0312086 | val_loss: 0.0312053 | Time: 2618.11 ms [2022-02-16 16:50:05 main:574] : INFO : Epoch 1740 | loss: 0.0312111 | val_loss: 0.0312064 | Time: 2608.63 ms [2022-02-16 16:50:08 main:574] : INFO : Epoch 1741 | loss: 0.0312091 | val_loss: 0.0312102 | Time: 2584.99 ms [2022-02-16 16:50:11 main:574] : INFO : Epoch 1742 | loss: 0.031213 | val_loss: 0.0312069 | Time: 2723.81 ms [2022-02-16 16:50:13 main:574] : INFO : Epoch 1743 | loss: 0.0312142 | val_loss: 0.0312127 | Time: 2640.69 ms [2022-02-16 16:50:16 main:574] : INFO : Epoch 1744 | loss: 0.0312094 | val_loss: 0.0312055 | Time: 2598.59 ms [2022-02-16 16:50:18 main:574] : INFO : Epoch 1745 | loss: 0.0312082 | val_loss: 0.031205 | Time: 2610.69 ms [2022-02-16 16:50:21 main:574] : INFO : Epoch 1746 | loss: 0.0312097 | val_loss: 0.0312108 | Time: 2602.79 ms [2022-02-16 16:50:24 main:574] : INFO : Epoch 1747 | loss: 0.0312097 | val_loss: 0.0312085 | Time: 2609.48 ms [2022-02-16 16:50:26 main:574] : INFO : Epoch 1748 | loss: 0.0312091 | val_loss: 0.0312049 | Time: 2591.12 ms [2022-02-16 16:50:29 main:574] : INFO : Epoch 1749 | loss: 0.0312099 | val_loss: 0.0312046 | Time: 2580.73 ms [2022-02-16 16:50:31 main:574] : INFO : Epoch 1750 | loss: 0.0312101 | val_loss: 0.0312085 | Time: 2639.21 ms [2022-02-16 16:50:34 main:574] : INFO : Epoch 1751 | loss: 0.031213 | val_loss: 0.031217 | Time: 2635.98 ms [2022-02-16 16:50:37 main:574] : INFO : Epoch 1752 | loss: 0.031211 | val_loss: 0.031206 | Time: 2604.58 ms [2022-02-16 16:50:39 main:574] : INFO : Epoch 1753 | loss: 0.0312092 | val_loss: 0.0312044 | Time: 2614.85 ms [2022-02-16 16:50:42 main:574] : INFO : Epoch 1754 | loss: 0.0312091 | val_loss: 0.0312047 | Time: 2606.81 ms [2022-02-16 16:50:45 main:574] : INFO : Epoch 1755 | loss: 0.0312085 | val_loss: 0.031206 | Time: 2582.95 ms [2022-02-16 16:50:47 main:574] : INFO : Epoch 1756 | loss: 0.0312085 | val_loss: 0.0312068 | Time: 2609.88 ms [2022-02-16 16:50:50 main:574] : INFO : Epoch 1757 | loss: 0.0312096 | val_loss: 0.031205 | Time: 2671.94 ms [2022-02-16 16:50:52 main:574] : INFO : Epoch 1758 | loss: 0.0312089 | val_loss: 0.0312049 | Time: 2590.87 ms [2022-02-16 16:50:55 main:574] : INFO : Epoch 1759 | loss: 0.0312103 | val_loss: 0.0312108 | Time: 2630.96 ms [2022-02-16 16:50:58 main:574] : INFO : Epoch 1760 | loss: 0.0312109 | val_loss: 0.0312091 | Time: 2622.38 ms [2022-02-16 16:51:00 main:574] : INFO : Epoch 1761 | loss: 0.0312092 | val_loss: 0.0312044 | Time: 2616.85 ms [2022-02-16 16:51:03 main:574] : INFO : Epoch 1762 | loss: 0.0312078 | val_loss: 0.031209 | Time: 2608.11 ms [2022-02-16 16:51:06 main:574] : INFO : Epoch 1763 | loss: 0.031209 | val_loss: 0.0312047 | Time: 2616.83 ms [2022-02-16 16:51:08 main:574] : INFO : Epoch 1764 | loss: 0.0312089 | val_loss: 0.0312051 | Time: 2620.75 ms [2022-02-16 16:51:11 main:574] : INFO : Epoch 1765 | loss: 0.0312082 | val_loss: 0.0312047 | Time: 2621.07 ms [2022-02-16 16:51:13 main:574] : INFO : Epoch 1766 | loss: 0.0312083 | val_loss: 0.0312049 | Time: 2595.37 ms [2022-02-16 16:51:16 main:574] : INFO : Epoch 1767 | loss: 0.0312086 | val_loss: 0.0312051 | Time: 2626.16 ms [2022-02-16 16:51:19 main:574] : INFO : Epoch 1768 | loss: 0.0312084 | val_loss: 0.031205 | Time: 2624.67 ms [2022-02-16 16:51:21 main:574] : INFO : Epoch 1769 | loss: 0.0312103 | val_loss: 0.0312096 | Time: 2630.66 ms [2022-02-16 16:51:24 main:574] : INFO : Epoch 1770 | loss: 0.0312092 | val_loss: 0.0312064 | Time: 2597.22 ms [2022-02-16 16:51:27 main:574] : INFO : Epoch 1771 | loss: 0.0312091 | val_loss: 0.0312047 | Time: 2642.5 ms [2022-02-16 16:51:29 main:574] : INFO : Epoch 1772 | loss: 0.0312101 | val_loss: 0.031206 | Time: 2630.75 ms [2022-02-16 16:51:32 main:574] : INFO : Epoch 1773 | loss: 0.0312084 | val_loss: 0.0312045 | Time: 2623.65 ms [2022-02-16 16:51:34 main:574] : INFO : Epoch 1774 | loss: 0.03121 | val_loss: 0.0312091 | Time: 2629.05 ms [2022-02-16 16:51:37 main:574] : INFO : Epoch 1775 | loss: 0.0312098 | val_loss: 0.0312046 | Time: 2638.77 ms [2022-02-16 16:51:40 main:574] : INFO : Epoch 1776 | loss: 0.0312081 | val_loss: 0.031205 | Time: 2610.11 ms [2022-02-16 16:51:42 main:574] : INFO : Epoch 1777 | loss: 0.0312082 | val_loss: 0.0312069 | Time: 2616.63 ms [2022-02-16 16:51:45 main:574] : INFO : Epoch 1778 | loss: 0.0312093 | val_loss: 0.0312052 | Time: 2645.98 ms [2022-02-16 16:51:48 main:574] : INFO : Epoch 1779 | loss: 0.0312093 | val_loss: 0.031206 | Time: 2613.4 ms [2022-02-16 16:51:50 main:574] : INFO : Epoch 1780 | loss: 0.0312109 | val_loss: 0.0312048 | Time: 2652.66 ms [2022-02-16 16:51:53 main:574] : INFO : Epoch 1781 | loss: 0.0312101 | val_loss: 0.0312055 | Time: 2590.76 ms [2022-02-16 16:51:55 main:574] : INFO : Epoch 1782 | loss: 0.03121 | val_loss: 0.0312077 | Time: 2601.48 ms [2022-02-16 16:51:58 main:574] : INFO : Epoch 1783 | loss: 0.0312121 | val_loss: 0.0312145 | Time: 2637.35 ms [2022-02-16 16:52:01 main:574] : INFO : Epoch 1784 | loss: 0.0312097 | val_loss: 0.0312052 | Time: 2655.36 ms [2022-02-16 16:52:03 main:574] : INFO : Epoch 1785 | loss: 0.0312085 | val_loss: 0.0312064 | Time: 2585.68 ms [2022-02-16 16:52:06 main:574] : INFO : Epoch 1786 | loss: 0.031211 | val_loss: 0.0312075 | Time: 2563.64 ms [2022-02-16 16:52:08 main:574] : INFO : Epoch 1787 | loss: 0.0312095 | val_loss: 0.031209 | Time: 2586.45 ms [2022-02-16 16:52:11 main:574] : INFO : Epoch 1788 | loss: 0.0312109 | val_loss: 0.0312069 | Time: 2653.04 ms [2022-02-16 16:52:14 main:574] : INFO : Epoch 1789 | loss: 0.0312092 | val_loss: 0.0312064 | Time: 2605.08 ms [2022-02-16 16:52:16 main:574] : INFO : Epoch 1790 | loss: 0.0312104 | val_loss: 0.0312062 | Time: 2594.7 ms [2022-02-16 16:52:19 main:574] : INFO : Epoch 1791 | loss: 0.031211 | val_loss: 0.0312152 | Time: 2619.61 ms [2022-02-16 16:52:22 main:574] : INFO : Epoch 1792 | loss: 0.0312106 | val_loss: 0.0312064 | Time: 2611.74 ms [2022-02-16 16:52:24 main:574] : INFO : Epoch 1793 | loss: 0.0312085 | val_loss: 0.0312063 | Time: 2640.12 ms [2022-02-16 16:52:27 main:574] : INFO : Epoch 1794 | loss: 0.0312088 | val_loss: 0.0312063 | Time: 2606.29 ms [2022-02-16 16:52:29 main:574] : INFO : Epoch 1795 | loss: 0.0312095 | val_loss: 0.0312045 | Time: 2597.92 ms [2022-02-16 16:52:32 main:574] : INFO : Epoch 1796 | loss: 0.0312081 | val_loss: 0.0312048 | Time: 2610.88 ms [2022-02-16 16:52:35 main:574] : INFO : Epoch 1797 | loss: 0.0312087 | val_loss: 0.0312056 | Time: 2614.02 ms [2022-02-16 16:52:37 main:574] : INFO : Epoch 1798 | loss: 0.0312092 | val_loss: 0.0312059 | Time: 2636.94 ms [2022-02-16 16:52:40 main:574] : INFO : Epoch 1799 | loss: 0.0312083 | val_loss: 0.0312047 | Time: 2647.97 ms [2022-02-16 16:52:43 main:574] : INFO : Epoch 1800 | loss: 0.0312083 | val_loss: 0.0312049 | Time: 2615.6 ms [2022-02-16 16:52:45 main:574] : INFO : Epoch 1801 | loss: 0.0312106 | val_loss: 0.0312097 | Time: 2616.63 ms [2022-02-16 16:52:48 main:574] : INFO : Epoch 1802 | loss: 0.0312099 | val_loss: 0.0312075 | Time: 2632.77 ms [2022-02-16 16:52:50 main:574] : INFO : Epoch 1803 | loss: 0.0312092 | val_loss: 0.0312066 | Time: 2615.09 ms [2022-02-16 16:52:53 main:574] : INFO : Epoch 1804 | loss: 0.0312098 | val_loss: 0.0312141 | Time: 2591.18 ms [2022-02-16 16:52:56 main:574] : INFO : Epoch 1805 | loss: 0.0312116 | val_loss: 0.0312104 | Time: 2818.24 ms [2022-02-16 16:52:59 main:574] : INFO : Epoch 1806 | loss: 0.0312113 | val_loss: 0.0312138 | Time: 2605.9 ms [2022-02-16 16:53:01 main:574] : INFO : Epoch 1807 | loss: 0.031211 | val_loss: 0.0312091 | Time: 2571.58 ms [2022-02-16 16:53:04 main:574] : INFO : Epoch 1808 | loss: 0.0312179 | val_loss: 0.031221 | Time: 2699.57 ms [2022-02-16 16:53:07 main:574] : INFO : Epoch 1809 | loss: 0.0312154 | val_loss: 0.0312061 | Time: 2634.85 ms [2022-02-16 16:53:10 main:574] : INFO : Epoch 1810 | loss: 0.0312111 | val_loss: 0.0312088 | Time: 2610.47 ms [2022-02-16 16:53:13 main:574] : INFO : Epoch 1811 | loss: 0.0312109 | val_loss: 0.031205 | Time: 2586.33 ms [2022-02-16 16:53:15 main:574] : INFO : Epoch 1812 | loss: 0.0312085 | val_loss: 0.0312081 | Time: 2588.24 ms [2022-02-16 16:53:18 main:574] : INFO : Epoch 1813 | loss: 0.0312105 | val_loss: 0.0312065 | Time: 2635.39 ms [2022-02-16 16:53:21 main:574] : INFO : Epoch 1814 | loss: 0.0312115 | val_loss: 0.031207 | Time: 2634.95 ms [2022-02-16 16:53:23 main:574] : INFO : Epoch 1815 | loss: 0.0312091 | val_loss: 0.0312058 | Time: 2588.69 ms [2022-02-16 16:53:26 main:574] : INFO : Epoch 1816 | loss: 0.0312085 | val_loss: 0.0312072 | Time: 2629.55 ms [2022-02-16 16:53:28 main:574] : INFO : Epoch 1817 | loss: 0.0312085 | val_loss: 0.0312049 | Time: 2634.77 ms [2022-02-16 16:53:31 main:574] : INFO : Epoch 1818 | loss: 0.0312108 | val_loss: 0.0312053 | Time: 2621.42 ms [2022-02-16 16:53:34 main:574] : INFO : Epoch 1819 | loss: 0.0312099 | val_loss: 0.0312046 | Time: 2610.13 ms [2022-02-16 16:53:36 main:574] : INFO : Epoch 1820 | loss: 0.0312079 | val_loss: 0.0312051 | Time: 2593.46 ms [2022-02-16 16:53:39 main:574] : INFO : Epoch 1821 | loss: 0.0312084 | val_loss: 0.0312057 | Time: 2602.56 ms [2022-02-16 16:53:41 main:574] : INFO : Epoch 1822 | loss: 0.0312094 | val_loss: 0.0312054 | Time: 2577.65 ms [2022-02-16 16:53:44 main:574] : INFO : Epoch 1823 | loss: 0.0312082 | val_loss: 0.031205 | Time: 2588.21 ms [2022-02-16 16:53:47 main:574] : INFO : Epoch 1824 | loss: 0.0312089 | val_loss: 0.031208 | Time: 2632.95 ms [2022-02-16 16:53:49 main:574] : INFO : Epoch 1825 | loss: 0.0312093 | val_loss: 0.0312086 | Time: 2615.8 ms [2022-02-16 16:53:52 main:574] : INFO : Epoch 1826 | loss: 0.0312108 | val_loss: 0.0312055 | Time: 2611.34 ms [2022-02-16 16:53:54 main:574] : INFO : Epoch 1827 | loss: 0.03121 | val_loss: 0.0312056 | Time: 2586.49 ms [2022-02-16 16:53:57 main:574] : INFO : Epoch 1828 | loss: 0.0312111 | val_loss: 0.031213 | Time: 2632.52 ms [2022-02-16 16:54:00 main:574] : INFO : Epoch 1829 | loss: 0.0312123 | val_loss: 0.0312144 | Time: 2621.85 ms [2022-02-16 16:54:02 main:574] : INFO : Epoch 1830 | loss: 0.0312113 | val_loss: 0.0312058 | Time: 2597.88 ms [2022-02-16 16:54:05 main:574] : INFO : Epoch 1831 | loss: 0.031209 | val_loss: 0.0312054 | Time: 2601.83 ms [2022-02-16 16:54:08 main:574] : INFO : Epoch 1832 | loss: 0.0312097 | val_loss: 0.0312102 | Time: 2613.67 ms [2022-02-16 16:54:10 main:574] : INFO : Epoch 1833 | loss: 0.0312092 | val_loss: 0.0312072 | Time: 2612.75 ms [2022-02-16 16:54:13 main:574] : INFO : Epoch 1834 | loss: 0.0312087 | val_loss: 0.031205 | Time: 2603.38 ms [2022-02-16 16:54:15 main:574] : INFO : Epoch 1835 | loss: 0.0312081 | val_loss: 0.0312047 | Time: 2620.15 ms [2022-02-16 16:54:18 main:574] : INFO : Epoch 1836 | loss: 0.031209 | val_loss: 0.0312047 | Time: 2594.54 ms [2022-02-16 16:54:21 main:574] : INFO : Epoch 1837 | loss: 0.0312096 | val_loss: 0.0312068 | Time: 2583.83 ms [2022-02-16 16:54:23 main:574] : INFO : Epoch 1838 | loss: 0.0312115 | val_loss: 0.0312077 | Time: 2640.81 ms [2022-02-16 16:54:26 main:574] : INFO : Epoch 1839 | loss: 0.0312106 | val_loss: 0.0312051 | Time: 2619.05 ms [2022-02-16 16:54:29 main:574] : INFO : Epoch 1840 | loss: 0.0312094 | val_loss: 0.0312055 | Time: 2666.2 ms [2022-02-16 16:54:31 main:574] : INFO : Epoch 1841 | loss: 0.0312082 | val_loss: 0.0312047 | Time: 2651.26 ms [2022-02-16 16:54:34 main:574] : INFO : Epoch 1842 | loss: 0.0312085 | val_loss: 0.0312044 | Time: 2635.92 ms [2022-02-16 16:54:36 main:574] : INFO : Epoch 1843 | loss: 0.0312091 | val_loss: 0.0312047 | Time: 2608.4 ms [2022-02-16 16:54:39 main:574] : INFO : Epoch 1844 | loss: 0.0312099 | val_loss: 0.0312053 | Time: 2625.95 ms [2022-02-16 16:54:42 main:574] : INFO : Epoch 1845 | loss: 0.0312097 | val_loss: 0.0312047 | Time: 2605.41 ms [2022-02-16 16:54:44 main:574] : INFO : Epoch 1846 | loss: 0.0312081 | val_loss: 0.0312045 | Time: 2616.03 ms [2022-02-16 16:54:47 main:574] : INFO : Epoch 1847 | loss: 0.0312088 | val_loss: 0.0312045 | Time: 2609.63 ms [2022-02-16 16:54:50 main:574] : INFO : Epoch 1848 | loss: 0.0312089 | val_loss: 0.0312058 | Time: 2620.58 ms [2022-02-16 16:54:52 main:574] : INFO : Epoch 1849 | loss: 0.0312107 | val_loss: 0.0312086 | Time: 2618.63 ms [2022-02-16 16:54:55 main:574] : INFO : Epoch 1850 | loss: 0.0312086 | val_loss: 0.0312096 | Time: 2647.41 ms [2022-02-16 16:54:57 main:574] : INFO : Epoch 1851 | loss: 0.0312109 | val_loss: 0.0312051 | Time: 2656.66 ms [2022-02-16 16:55:00 main:574] : INFO : Epoch 1852 | loss: 0.0312121 | val_loss: 0.0312109 | Time: 2639.18 ms [2022-02-16 16:55:03 main:574] : INFO : Epoch 1853 | loss: 0.0312103 | val_loss: 0.0312067 | Time: 2603.91 ms [2022-02-16 16:55:05 main:574] : INFO : Epoch 1854 | loss: 0.0312095 | val_loss: 0.0312062 | Time: 2601.79 ms [2022-02-16 16:55:08 main:574] : INFO : Epoch 1855 | loss: 0.0312081 | val_loss: 0.0312045 | Time: 2631.23 ms [2022-02-16 16:55:11 main:574] : INFO : Epoch 1856 | loss: 0.031209 | val_loss: 0.0312047 | Time: 2727.11 ms [2022-02-16 16:55:13 main:574] : INFO : Epoch 1857 | loss: 0.0312102 | val_loss: 0.0312055 | Time: 2629.65 ms [2022-02-16 16:55:16 main:574] : INFO : Epoch 1858 | loss: 0.0312111 | val_loss: 0.0312124 | Time: 2680.26 ms [2022-02-16 16:55:19 main:574] : INFO : Epoch 1859 | loss: 0.0312118 | val_loss: 0.0312062 | Time: 2626.14 ms [2022-02-16 16:55:21 main:574] : INFO : Epoch 1860 | loss: 0.0312089 | val_loss: 0.0312047 | Time: 2612.03 ms [2022-02-16 16:55:24 main:574] : INFO : Epoch 1861 | loss: 0.0312083 | val_loss: 0.031205 | Time: 2621.09 ms [2022-02-16 16:55:27 main:574] : INFO : Epoch 1862 | loss: 0.0312104 | val_loss: 0.0312089 | Time: 2636.3 ms [2022-02-16 16:55:29 main:574] : INFO : Epoch 1863 | loss: 0.0312116 | val_loss: 0.0312064 | Time: 2623.79 ms [2022-02-16 16:55:32 main:574] : INFO : Epoch 1864 | loss: 0.0312083 | val_loss: 0.031206 | Time: 2644.85 ms [2022-02-16 16:55:34 main:574] : INFO : Epoch 1865 | loss: 0.0312099 | val_loss: 0.0312076 | Time: 2587.14 ms [2022-02-16 16:55:37 main:574] : INFO : Epoch 1866 | loss: 0.0312102 | val_loss: 0.031206 | Time: 2607.74 ms [2022-02-16 16:55:40 main:574] : INFO : Epoch 1867 | loss: 0.0312111 | val_loss: 0.0312058 | Time: 2611.84 ms [2022-02-16 16:55:42 main:574] : INFO : Epoch 1868 | loss: 0.0312124 | val_loss: 0.0312049 | Time: 2559.88 ms [2022-02-16 16:55:45 main:574] : INFO : Epoch 1869 | loss: 0.0312112 | val_loss: 0.0312097 | Time: 2611.42 ms [2022-02-16 16:55:47 main:574] : INFO : Epoch 1870 | loss: 0.0312112 | val_loss: 0.0312094 | Time: 2625.52 ms [2022-02-16 16:55:50 main:574] : INFO : Epoch 1871 | loss: 0.0312119 | val_loss: 0.031215 | Time: 2629.19 ms [2022-02-16 16:55:53 main:574] : INFO : Epoch 1872 | loss: 0.0312114 | val_loss: 0.0312082 | Time: 2620.56 ms [2022-02-16 16:55:55 main:574] : INFO : Epoch 1873 | loss: 0.0312123 | val_loss: 0.0312093 | Time: 2590.56 ms [2022-02-16 16:55:58 main:574] : INFO : Epoch 1874 | loss: 0.0312094 | val_loss: 0.0312049 | Time: 2594.67 ms [2022-02-16 16:56:01 main:574] : INFO : Epoch 1875 | loss: 0.0312088 | val_loss: 0.0312049 | Time: 2613.46 ms [2022-02-16 16:56:03 main:574] : INFO : Epoch 1876 | loss: 0.0312084 | val_loss: 0.0312055 | Time: 2602.06 ms [2022-02-16 16:56:06 main:574] : INFO : Epoch 1877 | loss: 0.0312105 | val_loss: 0.0312074 | Time: 2636.11 ms [2022-02-16 16:56:08 main:574] : INFO : Epoch 1878 | loss: 0.0312098 | val_loss: 0.0312083 | Time: 2582.04 ms [2022-02-16 16:56:11 main:574] : INFO : Epoch 1879 | loss: 0.0312115 | val_loss: 0.0312048 | Time: 2608.59 ms [2022-02-16 16:56:14 main:574] : INFO : Epoch 1880 | loss: 0.0312127 | val_loss: 0.0312081 | Time: 2620.59 ms [2022-02-16 16:56:16 main:574] : INFO : Epoch 1881 | loss: 0.0312093 | val_loss: 0.0312046 | Time: 2595.8 ms [2022-02-16 16:56:19 main:574] : INFO : Epoch 1882 | loss: 0.0312084 | val_loss: 0.0312051 | Time: 2620.74 ms [2022-02-16 16:56:21 main:574] : INFO : Epoch 1883 | loss: 0.0312086 | val_loss: 0.0312045 | Time: 2623.21 ms [2022-02-16 16:56:24 main:574] : INFO : Epoch 1884 | loss: 0.0312084 | val_loss: 0.0312055 | Time: 2620.39 ms [2022-02-16 16:56:27 main:574] : INFO : Epoch 1885 | loss: 0.0312102 | val_loss: 0.0312067 | Time: 2582.87 ms [2022-02-16 16:56:29 main:574] : INFO : Epoch 1886 | loss: 0.0312104 | val_loss: 0.0312072 | Time: 2620 ms [2022-02-16 16:56:32 main:574] : INFO : Epoch 1887 | loss: 0.0312094 | val_loss: 0.0312058 | Time: 2588.83 ms [2022-02-16 16:56:35 main:574] : INFO : Epoch 1888 | loss: 0.0312109 | val_loss: 0.0312114 | Time: 2676.68 ms [2022-02-16 16:56:37 main:574] : INFO : Epoch 1889 | loss: 0.0312101 | val_loss: 0.0312053 | Time: 2610.51 ms [2022-02-16 16:56:40 main:574] : INFO : Epoch 1890 | loss: 0.0312091 | val_loss: 0.0312074 | Time: 2626.35 ms [2022-02-16 16:56:42 main:574] : INFO : Epoch 1891 | loss: 0.0312124 | val_loss: 0.0312053 | Time: 2621.74 ms [2022-02-16 16:56:45 main:574] : INFO : Epoch 1892 | loss: 0.0312122 | val_loss: 0.031215 | Time: 2604.2 ms [2022-02-16 16:56:48 main:574] : INFO : Epoch 1893 | loss: 0.0312112 | val_loss: 0.0312108 | Time: 2681.76 ms [2022-02-16 16:56:50 main:574] : INFO : Epoch 1894 | loss: 0.0312121 | val_loss: 0.0312148 | Time: 2582.65 ms [2022-02-16 16:56:53 main:574] : INFO : Epoch 1895 | loss: 0.0312106 | val_loss: 0.0312052 | Time: 2621.46 ms [2022-02-16 16:56:56 main:574] : INFO : Epoch 1896 | loss: 0.0312098 | val_loss: 0.0312057 | Time: 2626.7 ms [2022-02-16 16:56:58 main:574] : INFO : Epoch 1897 | loss: 0.0312113 | val_loss: 0.031209 | Time: 2625.72 ms [2022-02-16 16:57:01 main:574] : INFO : Epoch 1898 | loss: 0.0312223 | val_loss: 0.0312877 | Time: 2629.72 ms [2022-02-16 16:57:03 main:574] : INFO : Epoch 1899 | loss: 0.0314654 | val_loss: 0.0314552 | Time: 2584.57 ms [2022-02-16 16:57:06 main:574] : INFO : Epoch 1900 | loss: 0.0313585 | val_loss: 0.0312356 | Time: 2646.56 ms [2022-02-16 16:57:09 main:574] : INFO : Epoch 1901 | loss: 0.0312292 | val_loss: 0.031213 | Time: 2580.47 ms [2022-02-16 16:57:11 main:574] : INFO : Epoch 1902 | loss: 0.0312173 | val_loss: 0.0312078 | Time: 2590.98 ms [2022-02-16 16:57:14 main:574] : INFO : Epoch 1903 | loss: 0.0312118 | val_loss: 0.0312086 | Time: 2583.02 ms [2022-02-16 16:57:16 main:574] : INFO : Epoch 1904 | loss: 0.0312112 | val_loss: 0.0312049 | Time: 2601.18 ms [2022-02-16 16:57:19 main:574] : INFO : Epoch 1905 | loss: 0.0312092 | val_loss: 0.0312121 | Time: 2648.21 ms [2022-02-16 16:57:22 main:574] : INFO : Epoch 1906 | loss: 0.0312133 | val_loss: 0.0312081 | Time: 2588.94 ms [2022-02-16 16:57:24 main:574] : INFO : Epoch 1907 | loss: 0.0312147 | val_loss: 0.0312059 | Time: 2602.53 ms [2022-02-16 16:57:27 main:574] : INFO : Epoch 1908 | loss: 0.0312131 | val_loss: 0.0312085 | Time: 2561.12 ms [2022-02-16 16:57:29 main:574] : INFO : Epoch 1909 | loss: 0.0312128 | val_loss: 0.0312074 | Time: 2592.81 ms [2022-02-16 16:57:32 main:574] : INFO : Epoch 1910 | loss: 0.0312095 | val_loss: 0.0312082 | Time: 2600.79 ms [2022-02-16 16:57:35 main:574] : INFO : Epoch 1911 | loss: 0.0312106 | val_loss: 0.0312062 | Time: 2582.64 ms [2022-02-16 16:57:37 main:574] : INFO : Epoch 1912 | loss: 0.0312098 | val_loss: 0.0312069 | Time: 2658.16 ms [2022-02-16 16:57:40 main:574] : INFO : Epoch 1913 | loss: 0.0312091 | val_loss: 0.0312066 | Time: 2613.62 ms [2022-02-16 16:57:43 main:574] : INFO : Epoch 1914 | loss: 0.0312089 | val_loss: 0.0312071 | Time: 2606.63 ms [2022-02-16 16:57:45 main:574] : INFO : Epoch 1915 | loss: 0.0312098 | val_loss: 0.0312059 | Time: 2599.28 ms [2022-02-16 16:57:48 main:574] : INFO : Epoch 1916 | loss: 0.0312102 | val_loss: 0.0312051 | Time: 2621.42 ms [2022-02-16 16:57:50 main:574] : INFO : Epoch 1917 | loss: 0.0312081 | val_loss: 0.0312057 | Time: 2608.2 ms [2022-02-16 16:57:53 main:574] : INFO : Epoch 1918 | loss: 0.0312093 | val_loss: 0.0312048 | Time: 2627.87 ms [2022-02-16 16:57:56 main:574] : INFO : Epoch 1919 | loss: 0.0312083 | val_loss: 0.0312053 | Time: 2629.4 ms [2022-02-16 16:57:58 main:574] : INFO : Epoch 1920 | loss: 0.031209 | val_loss: 0.0312145 | Time: 2636.81 ms [2022-02-16 16:58:01 main:574] : INFO : Epoch 1921 | loss: 0.0312106 | val_loss: 0.0312045 | Time: 2609.93 ms [2022-02-16 16:58:04 main:574] : INFO : Epoch 1922 | loss: 0.0312091 | val_loss: 0.0312048 | Time: 2616.09 ms [2022-02-16 16:58:06 main:574] : INFO : Epoch 1923 | loss: 0.0312084 | val_loss: 0.0312055 | Time: 2640.54 ms [2022-02-16 16:58:09 main:574] : INFO : Epoch 1924 | loss: 0.0312078 | val_loss: 0.0312067 | Time: 2613.94 ms [2022-02-16 16:58:11 main:574] : INFO : Epoch 1925 | loss: 0.0312091 | val_loss: 0.0312077 | Time: 2596.66 ms [2022-02-16 16:58:14 main:574] : INFO : Epoch 1926 | loss: 0.0312105 | val_loss: 0.0312056 | Time: 2606.55 ms [2022-02-16 16:58:17 main:574] : INFO : Epoch 1927 | loss: 0.0312092 | val_loss: 0.0312059 | Time: 2662.85 ms [2022-02-16 16:58:19 main:574] : INFO : Epoch 1928 | loss: 0.031209 | val_loss: 0.0312054 | Time: 2616.82 ms [2022-02-16 16:58:22 main:574] : INFO : Epoch 1929 | loss: 0.0312091 | val_loss: 0.031206 | Time: 2594.37 ms [2022-02-16 16:58:25 main:574] : INFO : Epoch 1930 | loss: 0.0312087 | val_loss: 0.0312073 | Time: 2641.57 ms [2022-02-16 16:58:27 main:574] : INFO : Epoch 1931 | loss: 0.0312098 | val_loss: 0.031209 | Time: 2605.56 ms [2022-02-16 16:58:30 main:574] : INFO : Epoch 1932 | loss: 0.0312098 | val_loss: 0.0312057 | Time: 2629.47 ms [2022-02-16 16:58:32 main:574] : INFO : Epoch 1933 | loss: 0.0312102 | val_loss: 0.031206 | Time: 2609.56 ms [2022-02-16 16:58:35 main:574] : INFO : Epoch 1934 | loss: 0.0312087 | val_loss: 0.0312046 | Time: 2601.03 ms [2022-02-16 16:58:38 main:574] : INFO : Epoch 1935 | loss: 0.0312102 | val_loss: 0.0312045 | Time: 2628.57 ms [2022-02-16 16:58:40 main:574] : INFO : Epoch 1936 | loss: 0.0312129 | val_loss: 0.0312072 | Time: 2623.53 ms [2022-02-16 16:58:43 main:574] : INFO : Epoch 1937 | loss: 0.0312095 | val_loss: 0.031205 | Time: 2650.67 ms [2022-02-16 16:58:46 main:574] : INFO : Epoch 1938 | loss: 0.0312084 | val_loss: 0.0312045 | Time: 2621.46 ms [2022-02-16 16:58:48 main:574] : INFO : Epoch 1939 | loss: 0.0312086 | val_loss: 0.0312069 | Time: 2632.62 ms [2022-02-16 16:58:51 main:574] : INFO : Epoch 1940 | loss: 0.0312097 | val_loss: 0.0312045 | Time: 2614.41 ms [2022-02-16 16:58:53 main:574] : INFO : Epoch 1941 | loss: 0.0312082 | val_loss: 0.0312049 | Time: 2583.77 ms [2022-02-16 16:58:56 main:574] : INFO : Epoch 1942 | loss: 0.0312084 | val_loss: 0.0312046 | Time: 2619.21 ms [2022-02-16 16:58:59 main:574] : INFO : Epoch 1943 | loss: 0.0312083 | val_loss: 0.0312047 | Time: 2622.93 ms [2022-02-16 16:59:01 main:574] : INFO : Epoch 1944 | loss: 0.0312078 | val_loss: 0.0312063 | Time: 2625.89 ms [2022-02-16 16:59:04 main:574] : INFO : Epoch 1945 | loss: 0.0312103 | val_loss: 0.0312059 | Time: 2634.71 ms [2022-02-16 16:59:07 main:574] : INFO : Epoch 1946 | loss: 0.031209 | val_loss: 0.0312114 | Time: 2619.62 ms [2022-02-16 16:59:09 main:574] : INFO : Epoch 1947 | loss: 0.0312106 | val_loss: 0.0312056 | Time: 2618.86 ms [2022-02-16 16:59:12 main:574] : INFO : Epoch 1948 | loss: 0.0312094 | val_loss: 0.0312059 | Time: 2654.74 ms [2022-02-16 16:59:15 main:574] : INFO : Epoch 1949 | loss: 0.0312112 | val_loss: 0.0312121 | Time: 2664.3 ms [2022-02-16 16:59:17 main:574] : INFO : Epoch 1950 | loss: 0.031211 | val_loss: 0.0312084 | Time: 2644.65 ms [2022-02-16 16:59:20 main:574] : INFO : Epoch 1951 | loss: 0.0312092 | val_loss: 0.0312076 | Time: 2632.03 ms [2022-02-16 16:59:22 main:574] : INFO : Epoch 1952 | loss: 0.031209 | val_loss: 0.0312043 | Time: 2656.05 ms [2022-02-16 16:59:25 main:574] : INFO : Epoch 1953 | loss: 0.0312081 | val_loss: 0.0312068 | Time: 2625.96 ms [2022-02-16 16:59:28 main:574] : INFO : Epoch 1954 | loss: 0.0312086 | val_loss: 0.0312049 | Time: 2613.58 ms [2022-02-16 16:59:30 main:574] : INFO : Epoch 1955 | loss: 0.0312095 | val_loss: 0.0312118 | Time: 2665.74 ms [2022-02-16 16:59:33 main:574] : INFO : Epoch 1956 | loss: 0.0312114 | val_loss: 0.0312058 | Time: 2622.75 ms [2022-02-16 16:59:36 main:574] : INFO : Epoch 1957 | loss: 0.0312094 | val_loss: 0.0312069 | Time: 2624.29 ms [2022-02-16 16:59:38 main:574] : INFO : Epoch 1958 | loss: 0.0312089 | val_loss: 0.0312048 | Time: 2625.34 ms [2022-02-16 16:59:41 main:574] : INFO : Epoch 1959 | loss: 0.0312099 | val_loss: 0.0312073 | Time: 2631.33 ms [2022-02-16 16:59:44 main:574] : INFO : Epoch 1960 | loss: 0.0312087 | val_loss: 0.0312056 | Time: 2625.14 ms [2022-02-16 16:59:46 main:574] : INFO : Epoch 1961 | loss: 0.031209 | val_loss: 0.0312071 | Time: 2635.96 ms [2022-02-16 16:59:49 main:574] : INFO : Epoch 1962 | loss: 0.0312088 | val_loss: 0.0312051 | Time: 2591.91 ms [2022-02-16 16:59:51 main:574] : INFO : Epoch 1963 | loss: 0.0312081 | val_loss: 0.031205 | Time: 2628.61 ms [2022-02-16 16:59:54 main:574] : INFO : Epoch 1964 | loss: 0.0312082 | val_loss: 0.0312053 | Time: 2644.31 ms [2022-02-16 16:59:57 main:574] : INFO : Epoch 1965 | loss: 0.0312104 | val_loss: 0.0312073 | Time: 2621.39 ms [2022-02-16 16:59:59 main:574] : INFO : Epoch 1966 | loss: 0.0312081 | val_loss: 0.0312051 | Time: 2586.84 ms [2022-02-16 17:00:02 main:574] : INFO : Epoch 1967 | loss: 0.031208 | val_loss: 0.0312052 | Time: 2661.94 ms [2022-02-16 17:00:05 main:574] : INFO : Epoch 1968 | loss: 0.0312109 | val_loss: 0.031205 | Time: 2629.72 ms [2022-02-16 17:00:07 main:574] : INFO : Epoch 1969 | loss: 0.0312083 | val_loss: 0.0312079 | Time: 2621.5 ms [2022-02-16 17:00:10 main:574] : INFO : Epoch 1970 | loss: 0.0312122 | val_loss: 0.0312123 | Time: 2615.3 ms [2022-02-16 17:00:12 main:574] : INFO : Epoch 1971 | loss: 0.0312109 | val_loss: 0.0312048 | Time: 2606.1 ms [2022-02-16 17:00:15 main:574] : INFO : Epoch 1972 | loss: 0.0312089 | val_loss: 0.0312061 | Time: 2625.67 ms [2022-02-16 17:00:18 main:574] : INFO : Epoch 1973 | loss: 0.0312081 | val_loss: 0.0312058 | Time: 2589.4 ms [2022-02-16 17:00:20 main:574] : INFO : Epoch 1974 | loss: 0.0312094 | val_loss: 0.0312092 | Time: 2566.95 ms [2022-02-16 17:00:23 main:574] : INFO : Epoch 1975 | loss: 0.0312113 | val_loss: 0.0312067 | Time: 2571.69 ms [2022-02-16 17:00:25 main:574] : INFO : Epoch 1976 | loss: 0.0312096 | val_loss: 0.0312065 | Time: 2553.77 ms [2022-02-16 17:00:28 main:574] : INFO : Epoch 1977 | loss: 0.031208 | val_loss: 0.0312061 | Time: 2674.97 ms [2022-02-16 17:00:31 main:574] : INFO : Epoch 1978 | loss: 0.0312084 | val_loss: 0.0312059 | Time: 2590.46 ms [2022-02-16 17:00:33 main:574] : INFO : Epoch 1979 | loss: 0.0312083 | val_loss: 0.0312046 | Time: 2284.61 ms [2022-02-16 17:00:35 main:574] : INFO : Epoch 1980 | loss: 0.0312085 | val_loss: 0.0312048 | Time: 2491.5 ms [2022-02-16 17:00:38 main:574] : INFO : Epoch 1981 | loss: 0.0312081 | val_loss: 0.0312056 | Time: 2267.91 ms [2022-02-16 17:00:40 main:574] : INFO : Epoch 1982 | loss: 0.0312087 | val_loss: 0.0312056 | Time: 2247.56 ms [2022-02-16 17:00:42 main:574] : INFO : Epoch 1983 | loss: 0.0312092 | val_loss: 0.0312072 | Time: 2301.68 ms [2022-02-16 17:00:45 main:574] : INFO : Epoch 1984 | loss: 0.031209 | val_loss: 0.0312052 | Time: 2308.17 ms [2022-02-16 17:00:47 main:574] : INFO : Epoch 1985 | loss: 0.0312092 | val_loss: 0.0312062 | Time: 2293.24 ms [2022-02-16 17:00:49 main:574] : INFO : Epoch 1986 | loss: 0.0312102 | val_loss: 0.031216 | Time: 2297.86 ms [2022-02-16 17:00:51 main:574] : INFO : Epoch 1987 | loss: 0.0312112 | val_loss: 0.0312052 | Time: 2265.96 ms [2022-02-16 17:00:54 main:574] : INFO : Epoch 1988 | loss: 0.0312083 | val_loss: 0.0312054 | Time: 2341.32 ms [2022-02-16 17:00:56 main:574] : INFO : Epoch 1989 | loss: 0.0312092 | val_loss: 0.0312066 | Time: 2450.83 ms [2022-02-16 17:00:59 main:574] : INFO : Epoch 1990 | loss: 0.0312086 | val_loss: 0.031205 | Time: 2298.88 ms [2022-02-16 17:01:01 main:574] : INFO : Epoch 1991 | loss: 0.0312085 | val_loss: 0.0312046 | Time: 2275.42 ms [2022-02-16 17:01:03 main:574] : INFO : Epoch 1992 | loss: 0.031208 | val_loss: 0.0312049 | Time: 2270.92 ms [2022-02-16 17:01:05 main:574] : INFO : Epoch 1993 | loss: 0.0312093 | val_loss: 0.0312058 | Time: 2279.97 ms [2022-02-16 17:01:08 main:574] : INFO : Epoch 1994 | loss: 0.0312093 | val_loss: 0.0312048 | Time: 2280.07 ms [2022-02-16 17:01:10 main:574] : INFO : Epoch 1995 | loss: 0.0312084 | val_loss: 0.0312046 | Time: 2277.32 ms [2022-02-16 17:01:12 main:574] : INFO : Epoch 1996 | loss: 0.0312081 | val_loss: 0.0312045 | Time: 2267.89 ms [2022-02-16 17:01:14 main:574] : INFO : Epoch 1997 | loss: 0.0312112 | val_loss: 0.0312049 | Time: 2286.23 ms [2022-02-16 17:01:17 main:574] : INFO : Epoch 1998 | loss: 0.0312126 | val_loss: 0.0312101 | Time: 2356.05 ms [2022-02-16 17:01:19 main:574] : INFO : Epoch 1999 | loss: 0.0312111 | val_loss: 0.031205 | Time: 2268.66 ms [2022-02-16 17:01:21 main:574] : INFO : Epoch 2000 | loss: 0.031211 | val_loss: 0.0312052 | Time: 2265.02 ms [2022-02-16 17:01:24 main:574] : INFO : Epoch 2001 | loss: 0.0312091 | val_loss: 0.0312055 | Time: 2278.64 ms [2022-02-16 17:01:26 main:574] : INFO : Epoch 2002 | loss: 0.0312109 | val_loss: 0.0312058 | Time: 2267.37 ms [2022-02-16 17:01:28 main:574] : INFO : Epoch 2003 | loss: 0.031209 | val_loss: 0.0312067 | Time: 2290.01 ms [2022-02-16 17:01:31 main:574] : INFO : Epoch 2004 | loss: 0.0312104 | val_loss: 0.0312057 | Time: 2289.57 ms [2022-02-16 17:01:33 main:574] : INFO : Epoch 2005 | loss: 0.031212 | val_loss: 0.0312076 | Time: 2300.5 ms [2022-02-16 17:01:35 main:574] : INFO : Epoch 2006 | loss: 0.031211 | val_loss: 0.0312112 | Time: 2302.85 ms [2022-02-16 17:01:37 main:574] : INFO : Epoch 2007 | loss: 0.0312107 | val_loss: 0.0312055 | Time: 2278.93 ms [2022-02-16 17:01:40 main:574] : INFO : Epoch 2008 | loss: 0.0312087 | val_loss: 0.031205 | Time: 2270.16 ms [2022-02-16 17:01:42 main:574] : INFO : Epoch 2009 | loss: 0.0312098 | val_loss: 0.0312052 | Time: 2288.57 ms [2022-02-16 17:01:44 main:574] : INFO : Epoch 2010 | loss: 0.0312103 | val_loss: 0.0312049 | Time: 2276.12 ms [2022-02-16 17:01:47 main:574] : INFO : Epoch 2011 | loss: 0.0312088 | val_loss: 0.0312046 | Time: 2277.8 ms [2022-02-16 17:01:49 main:574] : INFO : Epoch 2012 | loss: 0.0312088 | val_loss: 0.0312052 | Time: 2280.16 ms [2022-02-16 17:01:51 main:574] : INFO : Epoch 2013 | loss: 0.0312089 | val_loss: 0.0312087 | Time: 2250.35 ms [2022-02-16 17:01:53 main:574] : INFO : Epoch 2014 | loss: 0.0312105 | val_loss: 0.0312047 | Time: 2263.12 ms [2022-02-16 17:01:56 main:574] : INFO : Epoch 2015 | loss: 0.0312091 | val_loss: 0.0312091 | Time: 2293.01 ms [2022-02-16 17:01:58 main:574] : INFO : Epoch 2016 | loss: 0.0312104 | val_loss: 0.0312142 | Time: 2301.08 ms [2022-02-16 17:02:00 main:574] : INFO : Epoch 2017 | loss: 0.0312117 | val_loss: 0.0312101 | Time: 2279.35 ms [2022-02-16 17:02:03 main:574] : INFO : Epoch 2018 | loss: 0.0312111 | val_loss: 0.0312138 | Time: 2308.44 ms [2022-02-16 17:02:05 main:574] : INFO : Epoch 2019 | loss: 0.0312134 | val_loss: 0.0312069 | Time: 2251.37 ms [2022-02-16 17:02:07 main:574] : INFO : Epoch 2020 | loss: 0.0312118 | val_loss: 0.0312082 | Time: 2283.98 ms [2022-02-16 17:02:09 main:574] : INFO : Epoch 2021 | loss: 0.0312104 | val_loss: 0.0312135 | Time: 2275.82 ms [2022-02-16 17:02:12 main:574] : INFO : Epoch 2022 | loss: 0.0312103 | val_loss: 0.0312079 | Time: 2294.85 ms [2022-02-16 17:02:14 main:574] : INFO : Epoch 2023 | loss: 0.0312103 | val_loss: 0.0312053 | Time: 2270.27 ms [2022-02-16 17:02:16 main:574] : INFO : Epoch 2024 | loss: 0.0312079 | val_loss: 0.0312045 | Time: 2309.37 ms [2022-02-16 17:02:19 main:574] : INFO : Epoch 2025 | loss: 0.0312082 | val_loss: 0.0312056 | Time: 2299.95 ms [2022-02-16 17:02:21 main:574] : INFO : Epoch 2026 | loss: 0.0312078 | val_loss: 0.0312051 | Time: 2281.73 ms [2022-02-16 17:02:23 main:574] : INFO : Epoch 2027 | loss: 0.0312092 | val_loss: 0.0312075 | Time: 2284.75 ms [2022-02-16 17:02:25 main:574] : INFO : Epoch 2028 | loss: 0.0312113 | val_loss: 0.0312062 | Time: 2301.24 ms [2022-02-16 17:02:28 main:574] : INFO : Epoch 2029 | loss: 0.0312127 | val_loss: 0.0312094 | Time: 2317.6 ms [2022-02-16 17:02:30 main:574] : INFO : Epoch 2030 | loss: 0.0312117 | val_loss: 0.0312045 | Time: 2317.15 ms [2022-02-16 17:02:32 main:574] : INFO : Epoch 2031 | loss: 0.0312129 | val_loss: 0.0312067 | Time: 2287.15 ms [2022-02-16 17:02:35 main:574] : INFO : Epoch 2032 | loss: 0.0312093 | val_loss: 0.0312047 | Time: 2324.4 ms [2022-02-16 17:02:37 main:574] : INFO : Epoch 2033 | loss: 0.0312089 | val_loss: 0.0312071 | Time: 2312.92 ms [2022-02-16 17:02:39 main:574] : INFO : Epoch 2034 | loss: 0.0312102 | val_loss: 0.0312061 | Time: 2345.8 ms [2022-02-16 17:02:42 main:574] : INFO : Epoch 2035 | loss: 0.0312085 | val_loss: 0.031205 | Time: 2309.02 ms [2022-02-16 17:02:44 main:574] : INFO : Epoch 2036 | loss: 0.0312098 | val_loss: 0.031205 | Time: 2308.35 ms [2022-02-16 17:02:46 main:574] : INFO : Epoch 2037 | loss: 0.0312089 | val_loss: 0.0312054 | Time: 2310.4 ms [2022-02-16 17:02:49 main:574] : INFO : Epoch 2038 | loss: 0.0312086 | val_loss: 0.0312064 | Time: 2300.87 ms [2022-02-16 17:02:51 main:574] : INFO : Epoch 2039 | loss: 0.0312107 | val_loss: 0.031206 | Time: 2301 ms [2022-02-16 17:02:53 main:574] : INFO : Epoch 2040 | loss: 0.0312118 | val_loss: 0.0312057 | Time: 2278.8 ms [2022-02-16 17:02:55 main:574] : INFO : Epoch 2041 | loss: 0.0312104 | val_loss: 0.0312052 | Time: 2266.71 ms [2022-02-16 17:02:58 main:574] : INFO : Epoch 2042 | loss: 0.0312089 | val_loss: 0.0312047 | Time: 2289.1 ms [2022-02-16 17:03:00 main:574] : INFO : Epoch 2043 | loss: 0.0312081 | val_loss: 0.0312044 | Time: 2297.94 ms [2022-02-16 17:03:02 main:574] : INFO : Epoch 2044 | loss: 0.0312087 | val_loss: 0.0312101 | Time: 2287.26 ms [2022-02-16 17:03:05 main:574] : INFO : Epoch 2045 | loss: 0.0312112 | val_loss: 0.0312089 | Time: 2310.45 ms [2022-02-16 17:03:07 main:574] : INFO : Epoch 2046 | loss: 0.0312111 | val_loss: 0.0312046 | Time: 2297.78 ms [2022-02-16 17:03:09 main:574] : INFO : Epoch 2047 | loss: 0.0312145 | val_loss: 0.0312053 | Time: 2288.48 ms [2022-02-16 17:03:12 main:574] : INFO : Epoch 2048 | loss: 0.0312138 | val_loss: 0.031205 | Time: 2285.08 ms [2022-02-16 17:03:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031205 [2022-02-16 17:03:12 main:603] : INFO : Saving end state to config to file [2022-02-16 17:03:12 main:608] : INFO : Success, exiting.. 17:03:12 (4936): 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)