Task 3749000
| Name | ParityModified-1609263963-8854-7_0 |
| Workunit | 1926845 |
| Created | 21 Jan 2021, 10:06:21 UTC |
| Sent | 22 Jan 2021, 10:17:29 UTC |
| Report deadline | 29 Jan 2021, 10:17:29 UTC |
| Received | 22 Jan 2021, 14:24:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 30 min 21 sec |
| CPU time | 1 hours 17 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312037 | val_loss: 0.0312083 | Time: 2586.07 ms
[2021-01-22 05:06:00 main:574] : INFO : Epoch 1543 | loss: 0.031204 | val_loss: 0.0312072 | Time: 2599.66 ms
[2021-01-22 05:06:02 main:574] : INFO : Epoch 1544 | loss: 0.0312044 | val_loss: 0.0312071 | Time: 2624.34 ms
[2021-01-22 05:06:05 main:574] : INFO : Epoch 1545 | loss: 0.0312038 | val_loss: 0.0312077 | Time: 2630.48 ms
[2021-01-22 05:06:08 main:574] : INFO : Epoch 1546 | loss: 0.0312041 | val_loss: 0.0312075 | Time: 2666.67 ms
[2021-01-22 05:06:10 main:574] : INFO : Epoch 1547 | loss: 0.0312043 | val_loss: 0.0312089 | Time: 2562.52 ms
[2021-01-22 05:06:13 main:574] : INFO : Epoch 1548 | loss: 0.0312041 | val_loss: 0.0312102 | Time: 2690.03 ms
[2021-01-22 05:06:16 main:574] : INFO : Epoch 1549 | loss: 0.0312067 | val_loss: 0.0312067 | Time: 2607.18 ms
[2021-01-22 05:06:19 main:574] : INFO : Epoch 1550 | loss: 0.0312035 | val_loss: 0.0312077 | Time: 2657.04 ms
[2021-01-22 05:06:21 main:574] : INFO : Epoch 1551 | loss: 0.031204 | val_loss: 0.0312078 | Time: 2666.06 ms
[2021-01-22 05:06:24 main:574] : INFO : Epoch 1552 | loss: 0.031204 | val_loss: 0.031207 | Time: 2627.38 ms
[2021-01-22 05:06:27 main:574] : INFO : Epoch 1553 | loss: 0.0312039 | val_loss: 0.0312072 | Time: 2618.32 ms
[2021-01-22 05:06:29 main:574] : INFO : Epoch 1554 | loss: 0.0312032 | val_loss: 0.031207 | Time: 2607.57 ms
[2021-01-22 05:06:32 main:574] : INFO : Epoch 1555 | loss: 0.0312041 | val_loss: 0.0312069 | Time: 2561.08 ms
[2021-01-22 05:06:35 main:574] : INFO : Epoch 1556 | loss: 0.0312032 | val_loss: 0.0312063 | Time: 2615.97 ms
[2021-01-22 05:06:37 main:574] : INFO : Epoch 1557 | loss: 0.0312036 | val_loss: 0.0312077 | Time: 2576.81 ms
[2021-01-22 05:06:40 main:574] : INFO : Epoch 1558 | loss: 0.0312036 | val_loss: 0.0312062 | Time: 2541.33 ms
[2021-01-22 05:06:43 main:574] : INFO : Epoch 1559 | loss: 0.0312032 | val_loss: 0.0312061 | Time: 2597.32 ms
[2021-01-22 05:06:45 main:574] : INFO : Epoch 1560 | loss: 0.0312043 | val_loss: 0.031207 | Time: 2697.07 ms
[2021-01-22 05:06:48 main:574] : INFO : Epoch 1561 | loss: 0.0312045 | val_loss: 0.0312089 | Time: 2496.16 ms
[2021-01-22 05:06:51 main:574] : INFO : Epoch 1562 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 2728.32 ms
[2021-01-22 05:06:53 main:574] : INFO : Epoch 1563 | loss: 0.0312033 | val_loss: 0.0312059 | Time: 2608.85 ms
[2021-01-22 05:06:56 main:574] : INFO : Epoch 1564 | loss: 0.0312037 | val_loss: 0.0312058 | Time: 2449.26 ms
[2021-01-22 05:06:59 main:574] : INFO : Epoch 1565 | loss: 0.0312034 | val_loss: 0.0312063 | Time: 2585.56 ms
[2021-01-22 05:07:01 main:574] : INFO : Epoch 1566 | loss: 0.0312027 | val_loss: 0.0312047 | Time: 2520.07 ms
[2021-01-22 05:07:04 main:574] : INFO : Epoch 1567 | loss: 0.0312021 | val_loss: 0.0312048 | Time: 2488.51 ms
[2021-01-22 05:07:06 main:574] : INFO : Epoch 1568 | loss: 0.0312028 | val_loss: 0.0312055 | Time: 2628.2 ms
[2021-01-22 05:07:09 main:574] : INFO : Epoch 1569 | loss: 0.0312031 | val_loss: 0.0312041 | Time: 2615.56 ms
[2021-01-22 05:07:12 main:574] : INFO : Epoch 1570 | loss: 0.0312024 | val_loss: 0.0312042 | Time: 2675.24 ms
[2021-01-22 05:07:14 main:574] : INFO : Epoch 1571 | loss: 0.0312016 | val_loss: 0.0312053 | Time: 2488.62 ms
[2021-01-22 05:07:17 main:574] : INFO : Epoch 1572 | loss: 0.031201 | val_loss: 0.0312042 | Time: 2509.01 ms
[2021-01-22 05:07:20 main:574] : INFO : Epoch 1573 | loss: 0.0312025 | val_loss: 0.031203 | Time: 2569.43 ms
[2021-01-22 05:07:22 main:574] : INFO : Epoch 1574 | loss: 0.0312008 | val_loss: 0.0312029 | Time: 2660.88 ms
[2021-01-22 05:07:25 main:574] : INFO : Epoch 1575 | loss: 0.0312008 | val_loss: 0.0312025 | Time: 2558.64 ms
[2021-01-22 05:07:28 main:574] : INFO : Epoch 1576 | loss: 0.0312013 | val_loss: 0.031206 | Time: 2644.73 ms
[2021-01-22 05:07:30 main:574] : INFO : Epoch 1577 | loss: 0.0312007 | val_loss: 0.0312039 | Time: 2658.99 ms
[2021-01-22 05:07:33 main:574] : INFO : Epoch 1578 | loss: 0.0311999 | val_loss: 0.0312064 | Time: 2584.59 ms
[2021-01-22 05:07:36 main:574] : INFO : Epoch 1579 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 2679.98 ms
[2021-01-22 05:07:39 main:574] : INFO : Epoch 1580 | loss: 0.0312002 | val_loss: 0.0312024 | Time: 2628.77 ms
[2021-01-22 05:07:41 main:574] : INFO : Epoch 1581 | loss: 0.0312009 | val_loss: 0.0312017 | Time: 2620.34 ms
[2021-01-22 05:07:44 main:574] : INFO : Epoch 1582 | loss: 0.0311998 | val_loss: 0.0312061 | Time: 2524.74 ms
[2021-01-22 05:07:46 main:574] : INFO : Epoch 1583 | loss: 0.031203 | val_loss: 0.0312093 | Time: 2448.93 ms
[2021-01-22 05:07:49 main:574] : INFO : Epoch 1584 | loss: 0.0312048 | val_loss: 0.0312065 | Time: 2543.74 ms
[2021-01-22 05:07:52 main:574] : INFO : Epoch 1585 | loss: 0.0312002 | val_loss: 0.0312025 | Time: 2452.61 ms
[2021-01-22 05:07:54 main:574] : INFO : Epoch 1586 | loss: 0.0312007 | val_loss: 0.0312041 | Time: 2687.98 ms
[2021-01-22 05:07:57 main:574] : INFO : Epoch 1587 | loss: 0.0312016 | val_loss: 0.0312028 | Time: 2539.11 ms
[2021-01-22 05:08:00 main:574] : INFO : Epoch 1588 | loss: 0.0312039 | val_loss: 0.0312035 | Time: 2569.88 ms
[2021-01-22 05:08:02 main:574] : INFO : Epoch 1589 | loss: 0.0312027 | val_loss: 0.0312023 | Time: 2632 ms
[2021-01-22 05:08:05 main:574] : INFO : Epoch 1590 | loss: 0.0312055 | val_loss: 0.0312049 | Time: 2525.36 ms
[2021-01-22 05:08:08 main:574] : INFO : Epoch 1591 | loss: 0.0312025 | val_loss: 0.0312025 | Time: 2467.02 ms
[2021-01-22 05:08:10 main:574] : INFO : Epoch 1592 | loss: 0.0312065 | val_loss: 0.0312194 | Time: 2596.08 ms
[2021-01-22 05:08:13 main:574] : INFO : Epoch 1593 | loss: 0.0312065 | val_loss: 0.031202 | Time: 2587.25 ms
[2021-01-22 05:08:16 main:574] : INFO : Epoch 1594 | loss: 0.0312023 | val_loss: 0.0312033 | Time: 2589.2 ms
[2021-01-22 05:08:18 main:574] : INFO : Epoch 1595 | loss: 0.0312061 | val_loss: 0.0312038 | Time: 2568.17 ms
[2021-01-22 05:08:21 main:574] : INFO : Epoch 1596 | loss: 0.0312035 | val_loss: 0.0312024 | Time: 2613.53 ms
[2021-01-22 05:08:24 main:574] : INFO : Epoch 1597 | loss: 0.0312088 | val_loss: 0.0312131 | Time: 2631.49 ms
[2021-01-22 05:08:26 main:574] : INFO : Epoch 1598 | loss: 0.0312017 | val_loss: 0.0312098 | Time: 2582.91 ms
[2021-01-22 05:08:29 main:574] : INFO : Epoch 1599 | loss: 0.0312002 | val_loss: 0.031202 | Time: 2661.19 ms
[2021-01-22 05:08:32 main:574] : INFO : Epoch 1600 | loss: 0.0312014 | val_loss: 0.0312032 | Time: 2637.8 ms
[2021-01-22 05:08:34 main:574] : INFO : Epoch 1601 | loss: 0.0312051 | val_loss: 0.0312035 | Time: 2503.11 ms
[2021-01-22 05:08:37 main:574] : INFO : Epoch 1602 | loss: 0.0312023 | val_loss: 0.0312161 | Time: 2444.42 ms
[2021-01-22 05:08:39 main:574] : INFO : Epoch 1603 | loss: 0.0312049 | val_loss: 0.0312048 | Time: 2648.65 ms
[2021-01-22 05:08:42 main:574] : INFO : Epoch 1604 | loss: 0.0312015 | val_loss: 0.0312057 | Time: 2543.86 ms
[2021-01-22 05:08:45 main:574] : INFO : Epoch 1605 | loss: 0.0312026 | val_loss: 0.0312027 | Time: 2597.34 ms
[2021-01-22 05:08:47 main:574] : INFO : Epoch 1606 | loss: 0.0312002 | val_loss: 0.0312031 | Time: 2533.29 ms
[2021-01-22 05:08:50 main:574] : INFO : Epoch 1607 | loss: 0.0311994 | val_loss: 0.0312066 | Time: 2462.72 ms
[2021-01-22 05:08:52 main:574] : INFO : Epoch 1608 | loss: 0.0311999 | val_loss: 0.0312052 | Time: 2618.72 ms
[2021-01-22 05:08:55 main:574] : INFO : Epoch 1609 | loss: 0.0312001 | val_loss: 0.0312033 | Time: 2629.39 ms
[2021-01-22 05:08:58 main:574] : INFO : Epoch 1610 | loss: 0.0311996 | val_loss: 0.0312054 | Time: 2460.01 ms
[2021-01-22 05:09:01 main:574] : INFO : Epoch 1611 | loss: 0.0312032 | val_loss: 0.0312086 | Time: 2670.52 ms
[2021-01-22 05:09:03 main:574] : INFO : Epoch 1612 | loss: 0.031202 | val_loss: 0.0312119 | Time: 2610.17 ms
[2021-01-22 05:09:06 main:574] : INFO : Epoch 1613 | loss: 0.0312035 | val_loss: 0.0312052 | Time: 2668.1 ms
[2021-01-22 05:09:09 main:574] : INFO : Epoch 1614 | loss: 0.0312022 | val_loss: 0.0312036 | Time: 2584.82 ms
[2021-01-22 05:09:12 main:574] : INFO : Epoch 1615 | loss: 0.0311995 | val_loss: 0.0312116 | Time: 2506.59 ms
[2021-01-22 05:09:14 main:574] : INFO : Epoch 1616 | loss: 0.0312026 | val_loss: 0.0312024 | Time: 2609.34 ms
[2021-01-22 05:09:17 main:574] : INFO : Epoch 1617 | loss: 0.0312036 | val_loss: 0.0312054 | Time: 2646.13 ms
[2021-01-22 05:09:20 main:574] : INFO : Epoch 1618 | loss: 0.0312039 | val_loss: 0.0312262 | Time: 2580.56 ms
[2021-01-22 05:09:22 main:574] : INFO : Epoch 1619 | loss: 0.0312065 | val_loss: 0.0312018 | Time: 2549.42 ms
[2021-01-22 05:09:25 main:574] : INFO : Epoch 1620 | loss: 0.0311993 | val_loss: 0.0312015 | Time: 2512.08 ms
[2021-01-22 05:09:27 main:574] : INFO : Epoch 1621 | loss: 0.0311988 | val_loss: 0.0312019 | Time: 2554.08 ms
[2021-01-22 05:09:30 main:574] : INFO : Epoch 1622 | loss: 0.0312019 | val_loss: 0.031203 | Time: 2558.34 ms
[2021-01-22 05:09:33 main:574] : INFO : Epoch 1623 | loss: 0.0312048 | val_loss: 0.0312137 | Time: 2413.27 ms
[2021-01-22 05:09:35 main:574] : INFO : Epoch 1624 | loss: 0.031203 | val_loss: 0.0312052 | Time: 2525.55 ms
[2021-01-22 05:09:38 main:574] : INFO : Epoch 1625 | loss: 0.0311996 | val_loss: 0.0312019 | Time: 2617.78 ms
[2021-01-22 05:09:41 main:574] : INFO : Epoch 1626 | loss: 0.0311989 | val_loss: 0.031205 | Time: 2535.28 ms
[2021-01-22 05:09:43 main:574] : INFO : Epoch 1627 | loss: 0.0312006 | val_loss: 0.0312045 | Time: 2567.94 ms
[2021-01-22 05:09:46 main:574] : INFO : Epoch 1628 | loss: 0.0312031 | val_loss: 0.0312086 | Time: 2690.46 ms
[2021-01-22 05:09:49 main:574] : INFO : Epoch 1629 | loss: 0.0312047 | val_loss: 0.0312042 | Time: 2570.86 ms
[2021-01-22 05:09:51 main:574] : INFO : Epoch 1630 | loss: 0.0311996 | val_loss: 0.0312034 | Time: 2623.24 ms
[2021-01-22 05:09:54 main:574] : INFO : Epoch 1631 | loss: 0.0311981 | val_loss: 0.0312008 | Time: 2526.13 ms
[2021-01-22 05:09:57 main:574] : INFO : Epoch 1632 | loss: 0.0311991 | val_loss: 0.0312088 | Time: 2554.09 ms
[2021-01-22 05:09:59 main:574] : INFO : Epoch 1633 | loss: 0.0311991 | val_loss: 0.0312049 | Time: 2577.48 ms
[2021-01-22 05:10:02 main:574] : INFO : Epoch 1634 | loss: 0.0312084 | val_loss: 0.0312058 | Time: 2476.86 ms
[2021-01-22 05:10:04 main:574] : INFO : Epoch 1635 | loss: 0.0312005 | val_loss: 0.0312059 | Time: 2404.7 ms
[2021-01-22 05:10:07 main:574] : INFO : Epoch 1636 | loss: 0.0312025 | val_loss: 0.0312042 | Time: 2530.78 ms
[2021-01-22 05:10:09 main:574] : INFO : Epoch 1637 | loss: 0.0312013 | val_loss: 0.0312015 | Time: 2505.96 ms
[2021-01-22 05:10:12 main:574] : INFO : Epoch 1638 | loss: 0.0312001 | val_loss: 0.0312022 | Time: 2588.82 ms
[2021-01-22 05:10:15 main:574] : INFO : Epoch 1639 | loss: 0.0311981 | val_loss: 0.0312023 | Time: 2673.42 ms
[2021-01-22 05:10:18 main:574] : INFO : Epoch 1640 | loss: 0.0312016 | val_loss: 0.0312153 | Time: 2725.94 ms
[2021-01-22 05:10:20 main:574] : INFO : Epoch 1641 | loss: 0.0312024 | val_loss: 0.0312059 | Time: 2575.74 ms
[2021-01-22 05:10:23 main:574] : INFO : Epoch 1642 | loss: 0.0311996 | val_loss: 0.0312024 | Time: 2701.07 ms
[2021-01-22 05:10:26 main:574] : INFO : Epoch 1643 | loss: 0.0311995 | val_loss: 0.0312032 | Time: 2565.58 ms
[2021-01-22 05:10:29 main:574] : INFO : Epoch 1644 | loss: 0.0312007 | val_loss: 0.0312011 | Time: 2666.64 ms
[2021-01-22 05:10:31 main:574] : INFO : Epoch 1645 | loss: 0.0312004 | val_loss: 0.0312016 | Time: 2650.76 ms
[2021-01-22 05:10:34 main:574] : INFO : Epoch 1646 | loss: 0.0312029 | val_loss: 0.0312005 | Time: 2593.98 ms
[2021-01-22 05:10:37 main:574] : INFO : Epoch 1647 | loss: 0.031201 | val_loss: 0.0312014 | Time: 2560.14 ms
[2021-01-22 05:10:39 main:574] : INFO : Epoch 1648 | loss: 0.0311989 | val_loss: 0.0312003 | Time: 2542.37 ms
[2021-01-22 05:10:42 main:574] : INFO : Epoch 1649 | loss: 0.0312 | val_loss: 0.0312022 | Time: 2630.19 ms
[2021-01-22 05:10:44 main:574] : INFO : Epoch 1650 | loss: 0.0312008 | val_loss: 0.0312012 | Time: 2530.05 ms
[2021-01-22 05:10:47 main:574] : INFO : Epoch 1651 | loss: 0.0311989 | val_loss: 0.031207 | Time: 2664.97 ms
[2021-01-22 05:10:50 main:574] : INFO : Epoch 1652 | loss: 0.0312027 | val_loss: 0.0312083 | Time: 2611.28 ms
[2021-01-22 05:10:52 main:574] : INFO : Epoch 1653 | loss: 0.0312006 | val_loss: 0.0312009 | Time: 2513.81 ms
[2021-01-22 05:10:55 main:574] : INFO : Epoch 1654 | loss: 0.0311988 | val_loss: 0.0312039 | Time: 2541.23 ms
[2021-01-22 05:10:58 main:574] : INFO : Epoch 1655 | loss: 0.0312011 | val_loss: 0.0312144 | Time: 2582.17 ms
[2021-01-22 05:11:00 main:574] : INFO : Epoch 1656 | loss: 0.0312043 | val_loss: 0.0312007 | Time: 2590.26 ms
[2021-01-22 05:11:03 main:574] : INFO : Epoch 1657 | loss: 0.0312003 | val_loss: 0.0312009 | Time: 2543.64 ms
[2021-01-22 05:11:06 main:574] : INFO : Epoch 1658 | loss: 0.0311988 | val_loss: 0.0312019 | Time: 2725.03 ms
[2021-01-22 05:11:08 main:574] : INFO : Epoch 1659 | loss: 0.0311986 | val_loss: 0.0312018 | Time: 2643.92 ms
[2021-01-22 05:11:11 main:574] : INFO : Epoch 1660 | loss: 0.0312001 | val_loss: 0.0312139 | Time: 2560.31 ms
[2021-01-22 05:11:14 main:574] : INFO : Epoch 1661 | loss: 0.0312039 | val_loss: 0.0311999 | Time: 2594.66 ms
[2021-01-22 05:11:16 main:574] : INFO : Epoch 1662 | loss: 0.0311984 | val_loss: 0.0312029 | Time: 2581.19 ms
[2021-01-22 05:11:19 main:574] : INFO : Epoch 1663 | loss: 0.0311998 | val_loss: 0.0312044 | Time: 2634.37 ms
[2021-01-22 05:11:22 main:574] : INFO : Epoch 1664 | loss: 0.0312035 | val_loss: 0.0312022 | Time: 2628.79 ms
[2021-01-22 05:11:24 main:574] : INFO : Epoch 1665 | loss: 0.0312012 | val_loss: 0.0312134 | Time: 2574.87 ms
[2021-01-22 05:11:27 main:574] : INFO : Epoch 1666 | loss: 0.0312022 | val_loss: 0.0311997 | Time: 2571.71 ms
[2021-01-22 05:11:30 main:574] : INFO : Epoch 1667 | loss: 0.0312005 | val_loss: 0.0312071 | Time: 2565.64 ms
[2021-01-22 05:11:32 main:574] : INFO : Epoch 1668 | loss: 0.0312003 | val_loss: 0.0312028 | Time: 2531.42 ms
[2021-01-22 05:11:35 main:574] : INFO : Epoch 1669 | loss: 0.0311997 | val_loss: 0.0312045 | Time: 2482.42 ms
[2021-01-22 05:11:37 main:574] : INFO : Epoch 1670 | loss: 0.0312075 | val_loss: 0.0312032 | Time: 2485.67 ms
[2021-01-22 05:11:40 main:574] : INFO : Epoch 1671 | loss: 0.0312014 | val_loss: 0.0311998 | Time: 2589.08 ms
[2021-01-22 05:11:43 main:574] : INFO : Epoch 1672 | loss: 0.0311993 | val_loss: 0.0312012 | Time: 2660.91 ms
[2021-01-22 05:11:46 main:574] : INFO : Epoch 1673 | loss: 0.0312014 | val_loss: 0.0312317 | Time: 2652.71 ms
[2021-01-22 05:11:48 main:574] : INFO : Epoch 1674 | loss: 0.0312118 | val_loss: 0.0312136 | Time: 2622.59 ms
[2021-01-22 05:11:51 main:574] : INFO : Epoch 1675 | loss: 0.031201 | val_loss: 0.0312036 | Time: 2570.08 ms
[2021-01-22 05:11:53 main:574] : INFO : Epoch 1676 | loss: 0.031202 | val_loss: 0.0312039 | Time: 2615.64 ms
[2021-01-22 05:11:56 main:574] : INFO : Epoch 1677 | loss: 0.0312 | val_loss: 0.0311996 | Time: 2570.84 ms
[2021-01-22 05:11:59 main:574] : INFO : Epoch 1678 | loss: 0.0311978 | val_loss: 0.0312005 | Time: 2629.44 ms
[2021-01-22 05:12:01 main:574] : INFO : Epoch 1679 | loss: 0.0311983 | val_loss: 0.0312053 | Time: 2645.48 ms
[2021-01-22 05:12:04 main:574] : INFO : Epoch 1680 | loss: 0.0311991 | val_loss: 0.0312082 | Time: 2642.34 ms
[2021-01-22 05:12:07 main:574] : INFO : Epoch 1681 | loss: 0.0311981 | val_loss: 0.0312011 | Time: 2480.87 ms
[2021-01-22 05:12:09 main:574] : INFO : Epoch 1682 | loss: 0.031201 | val_loss: 0.0312067 | Time: 2554.76 ms
[2021-01-22 05:12:12 main:574] : INFO : Epoch 1683 | loss: 0.0312001 | val_loss: 0.0312003 | Time: 2678.31 ms
[2021-01-22 05:12:15 main:574] : INFO : Epoch 1684 | loss: 0.0311982 | val_loss: 0.0312006 | Time: 2594.02 ms
[2021-01-22 05:12:18 main:574] : INFO : Epoch 1685 | loss: 0.0311986 | val_loss: 0.0311993 | Time: 2701.78 ms
[2021-01-22 05:12:20 main:574] : INFO : Epoch 1686 | loss: 0.0312022 | val_loss: 0.0312142 | Time: 2570.72 ms
[2021-01-22 05:12:23 main:574] : INFO : Epoch 1687 | loss: 0.0312015 | val_loss: 0.0312036 | Time: 2614.06 ms
[2021-01-22 05:12:26 main:574] : INFO : Epoch 1688 | loss: 0.0312008 | val_loss: 0.0312019 | Time: 2742.3 ms
[2021-01-22 05:12:28 main:574] : INFO : Epoch 1689 | loss: 0.0311994 | val_loss: 0.0312066 | Time: 2619.56 ms
[2021-01-22 05:12:31 main:574] : INFO : Epoch 1690 | loss: 0.0312028 | val_loss: 0.0312202 | Time: 2550.62 ms
[2021-01-22 05:12:34 main:574] : INFO : Epoch 1691 | loss: 0.031204 | val_loss: 0.0312043 | Time: 2653.11 ms
[2021-01-22 05:12:36 main:574] : INFO : Epoch 1692 | loss: 0.0311987 | val_loss: 0.031204 | Time: 2569.03 ms
[2021-01-22 05:12:39 main:574] : INFO : Epoch 1693 | loss: 0.0311978 | val_loss: 0.0312001 | Time: 2586.9 ms
[2021-01-22 05:12:41 main:574] : INFO : Epoch 1694 | loss: 0.0312015 | val_loss: 0.0311996 | Time: 2499.04 ms
[2021-01-22 05:12:44 main:574] : INFO : Epoch 1695 | loss: 0.0312069 | val_loss: 0.0312022 | Time: 2688.57 ms
[2021-01-22 05:12:47 main:574] : INFO : Epoch 1696 | loss: 0.0312003 | val_loss: 0.0312 | Time: 2631.87 ms
[2021-01-22 05:12:50 main:574] : INFO : Epoch 1697 | loss: 0.0311967 | val_loss: 0.0312003 | Time: 2693.31 ms
[2021-01-22 05:12:52 main:574] : INFO : Epoch 1698 | loss: 0.0311975 | val_loss: 0.0312059 | Time: 2568.2 ms
[2021-01-22 05:12:55 main:574] : INFO : Epoch 1699 | loss: 0.031199 | val_loss: 0.0311983 | Time: 2574.35 ms
[2021-01-22 05:12:57 main:574] : INFO : Epoch 1700 | loss: 0.0311972 | val_loss: 0.0311991 | Time: 2576.32 ms
[2021-01-22 05:13:00 main:574] : INFO : Epoch 1701 | loss: 0.0312034 | val_loss: 0.0311988 | Time: 2527.36 ms
[2021-01-22 05:13:03 main:574] : INFO : Epoch 1702 | loss: 0.031199 | val_loss: 0.0311995 | Time: 2618.98 ms
[2021-01-22 05:13:05 main:574] : INFO : Epoch 1703 | loss: 0.0312014 | val_loss: 0.0312006 | Time: 2574.43 ms
[2021-01-22 05:13:08 main:574] : INFO : Epoch 1704 | loss: 0.0312032 | val_loss: 0.031222 | Time: 2438.69 ms
[2021-01-22 05:13:10 main:574] : INFO : Epoch 1705 | loss: 0.0312032 | val_loss: 0.0312004 | Time: 2519.25 ms
[2021-01-22 05:13:13 main:574] : INFO : Epoch 1706 | loss: 0.0311981 | val_loss: 0.0312006 | Time: 2686.35 ms
[2021-01-22 05:13:16 main:574] : INFO : Epoch 1707 | loss: 0.031201 | val_loss: 0.0312121 | Time: 2541.91 ms
[2021-01-22 05:13:18 main:574] : INFO : Epoch 1708 | loss: 0.0312036 | val_loss: 0.0312023 | Time: 2434.7 ms
[2021-01-22 05:13:21 main:574] : INFO : Epoch 1709 | loss: 0.0311996 | val_loss: 0.0311999 | Time: 2492.88 ms
[2021-01-22 05:13:23 main:574] : INFO : Epoch 1710 | loss: 0.0311987 | val_loss: 0.0311989 | Time: 2511.4 ms
[2021-01-22 05:13:26 main:574] : INFO : Epoch 1711 | loss: 0.0311991 | val_loss: 0.0312001 | Time: 2498.25 ms
[2021-01-22 05:13:29 main:574] : INFO : Epoch 1712 | loss: 0.0311976 | val_loss: 0.0311993 | Time: 2538.99 ms
[2021-01-22 05:13:31 main:574] : INFO : Epoch 1713 | loss: 0.0311985 | val_loss: 0.0311991 | Time: 2697.37 ms
[2021-01-22 05:13:34 main:574] : INFO : Epoch 1714 | loss: 0.0311974 | val_loss: 0.031202 | Time: 2581.69 ms
[2021-01-22 05:13:37 main:574] : INFO : Epoch 1715 | loss: 0.0311995 | val_loss: 0.0312045 | Time: 2591.62 ms
[2021-01-22 05:13:39 main:574] : INFO : Epoch 1716 | loss: 0.0312146 | val_loss: 0.0312016 | Time: 2517.85 ms
[2021-01-22 05:13:42 main:574] : INFO : Epoch 1717 | loss: 0.0312022 | val_loss: 0.0312009 | Time: 2631.36 ms
[2021-01-22 05:13:45 main:574] : INFO : Epoch 1718 | loss: 0.0311973 | val_loss: 0.0311982 | Time: 2636.79 ms
[2021-01-22 05:13:47 main:574] : INFO : Epoch 1719 | loss: 0.0312061 | val_loss: 0.0311984 | Time: 2552.04 ms
[2021-01-22 05:13:50 main:574] : INFO : Epoch 1720 | loss: 0.0311995 | val_loss: 0.0312039 | Time: 2597.26 ms
[2021-01-22 05:13:53 main:574] : INFO : Epoch 1721 | loss: 0.0312042 | val_loss: 0.0312055 | Time: 2640.45 ms
[2021-01-22 05:13:55 main:574] : INFO : Epoch 1722 | loss: 0.0312003 | val_loss: 0.0312022 | Time: 2467.04 ms
[2021-01-22 05:13:58 main:574] : INFO : Epoch 1723 | loss: 0.0311992 | val_loss: 0.0312067 | Time: 2598.79 ms
[2021-01-22 05:14:01 main:574] : INFO : Epoch 1724 | loss: 0.0312007 | val_loss: 0.0312 | Time: 2612.36 ms
[2021-01-22 05:14:03 main:574] : INFO : Epoch 1725 | loss: 0.0312011 | val_loss: 0.0312048 | Time: 2608.9 ms
[2021-01-22 05:14:06 main:574] : INFO : Epoch 1726 | loss: 0.0311991 | val_loss: 0.0312038 | Time: 2543.08 ms
[2021-01-22 05:14:09 main:574] : INFO : Epoch 1727 | loss: 0.0312071 | val_loss: 0.0311991 | Time: 2609.35 ms
[2021-01-22 05:14:11 main:574] : INFO : Epoch 1728 | loss: 0.0312006 | val_loss: 0.0312081 | Time: 2603.6 ms
[2021-01-22 05:14:14 main:574] : INFO : Epoch 1729 | loss: 0.0311987 | val_loss: 0.0312001 | Time: 2504.47 ms
[2021-01-22 05:14:17 main:574] : INFO : Epoch 1730 | loss: 0.0312031 | val_loss: 0.0311987 | Time: 2592.05 ms
[2021-01-22 05:14:19 main:574] : INFO : Epoch 1731 | loss: 0.0311994 | val_loss: 0.0312002 | Time: 2686.05 ms
[2021-01-22 05:14:22 main:574] : INFO : Epoch 1732 | loss: 0.0312003 | val_loss: 0.0312097 | Time: 2485.23 ms
[2021-01-22 05:14:25 main:574] : INFO : Epoch 1733 | loss: 0.0312009 | val_loss: 0.0312131 | Time: 2534.25 ms
[2021-01-22 05:14:27 main:574] : INFO : Epoch 1734 | loss: 0.0312048 | val_loss: 0.0312005 | Time: 2610.07 ms
[2021-01-22 05:14:30 main:574] : INFO : Epoch 1735 | loss: 0.0311975 | val_loss: 0.0312016 | Time: 2505.28 ms
[2021-01-22 05:14:32 main:574] : INFO : Epoch 1736 | loss: 0.0312001 | val_loss: 0.0312016 | Time: 2567.75 ms
[2021-01-22 05:14:35 main:574] : INFO : Epoch 1737 | loss: 0.0311981 | val_loss: 0.0311988 | Time: 2460.35 ms
[2021-01-22 05:14:38 main:574] : INFO : Epoch 1738 | loss: 0.0311984 | val_loss: 0.0312017 | Time: 2490.18 ms
[2021-01-22 05:14:40 main:574] : INFO : Epoch 1739 | loss: 0.0311986 | val_loss: 0.031198 | Time: 2508.47 ms
[2021-01-22 05:14:43 main:574] : INFO : Epoch 1740 | loss: 0.0311988 | val_loss: 0.0311989 | Time: 2550.72 ms
[2021-01-22 05:14:46 main:574] : INFO : Epoch 1741 | loss: 0.0311993 | val_loss: 0.0312191 | Time: 2681.9 ms
[2021-01-22 05:14:48 main:574] : INFO : Epoch 1742 | loss: 0.0312041 | val_loss: 0.0312118 | Time: 2640.61 ms
[2021-01-22 05:14:51 main:574] : INFO : Epoch 1743 | loss: 0.031204 | val_loss: 0.031202 | Time: 2610.43 ms
[2021-01-22 05:14:54 main:574] : INFO : Epoch 1744 | loss: 0.0311999 | val_loss: 0.0312021 | Time: 2741.42 ms
[2021-01-22 05:14:56 main:574] : INFO : Epoch 1745 | loss: 0.0311996 | val_loss: 0.0312036 | Time: 2485.3 ms
[2021-01-22 05:14:59 main:574] : INFO : Epoch 1746 | loss: 0.0311996 | val_loss: 0.0312001 | Time: 2639.3 ms
[2021-01-22 05:15:02 main:574] : INFO : Epoch 1747 | loss: 0.031198 | val_loss: 0.0311988 | Time: 2510.04 ms
[2021-01-22 05:15:04 main:574] : INFO : Epoch 1748 | loss: 0.0312002 | val_loss: 0.0311976 | Time: 2685.15 ms
[2021-01-22 05:15:07 main:574] : INFO : Epoch 1749 | loss: 0.0311982 | val_loss: 0.0311972 | Time: 2552.24 ms
[2021-01-22 05:15:10 main:574] : INFO : Epoch 1750 | loss: 0.0311972 | val_loss: 0.0311973 | Time: 2596.87 ms
[2021-01-22 05:15:12 main:574] : INFO : Epoch 1751 | loss: 0.0311981 | val_loss: 0.0312002 | Time: 2670.09 ms
[2021-01-22 05:15:15 main:574] : INFO : Epoch 1752 | loss: 0.0312097 | val_loss: 0.0312025 | Time: 2654.58 ms
[2021-01-22 05:15:18 main:574] : INFO : Epoch 1753 | loss: 0.0312072 | val_loss: 0.0311996 | Time: 2485.46 ms
[2021-01-22 05:15:20 main:574] : INFO : Epoch 1754 | loss: 0.0311995 | val_loss: 0.0311974 | Time: 2652.66 ms
[2021-01-22 05:15:23 main:574] : INFO : Epoch 1755 | loss: 0.031204 | val_loss: 0.0312012 | Time: 2587.83 ms
[2021-01-22 05:15:26 main:574] : INFO : Epoch 1756 | loss: 0.0312023 | val_loss: 0.0312137 | Time: 2565.28 ms
[2021-01-22 05:15:28 main:574] : INFO : Epoch 1757 | loss: 0.0311996 | val_loss: 0.031201 | Time: 2520.58 ms
[2021-01-22 05:15:31 main:574] : INFO : Epoch 1758 | loss: 0.0312003 | val_loss: 0.0312037 | Time: 2637.75 ms
[2021-01-22 05:15:34 main:574] : INFO : Epoch 1759 | loss: 0.0312002 | val_loss: 0.0312112 | Time: 2502.93 ms
[2021-01-22 05:15:37 main:574] : INFO : Epoch 1760 | loss: 0.0312007 | val_loss: 0.0311992 | Time: 2666.45 ms
[2021-01-22 05:15:39 main:574] : INFO : Epoch 1761 | loss: 0.0311977 | val_loss: 0.0311975 | Time: 2658.45 ms
[2021-01-22 05:15:42 main:574] : INFO : Epoch 1762 | loss: 0.0311992 | val_loss: 0.0311989 | Time: 2498.32 ms
[2021-01-22 05:15:45 main:574] : INFO : Epoch 1763 | loss: 0.0312001 | val_loss: 0.0311983 | Time: 2615.1 ms
[2021-01-22 05:15:47 main:574] : INFO : Epoch 1764 | loss: 0.0311981 | val_loss: 0.0311995 | Time: 2572.69 ms
[2021-01-22 05:15:50 main:574] : INFO : Epoch 1765 | loss: 0.031197 | val_loss: 0.0311979 | Time: 2507.29 ms
[2021-01-22 05:15:52 main:574] : INFO : Epoch 1766 | loss: 0.0312 | val_loss: 0.0312092 | Time: 2545.47 ms
[2021-01-22 05:15:55 main:574] : INFO : Epoch 1767 | loss: 0.0312055 | val_loss: 0.0312003 | Time: 2553.18 ms
[2021-01-22 05:15:58 main:574] : INFO : Epoch 1768 | loss: 0.0312022 | val_loss: 0.0312036 | Time: 2452.22 ms
[2021-01-22 05:16:00 main:574] : INFO : Epoch 1769 | loss: 0.0312001 | val_loss: 0.0312022 | Time: 2616.88 ms
[2021-01-22 05:16:03 main:574] : INFO : Epoch 1770 | loss: 0.0311978 | val_loss: 0.0311969 | Time: 2526.95 ms
[2021-01-22 05:16:06 main:574] : INFO : Epoch 1771 | loss: 0.0311984 | val_loss: 0.0311995 | Time: 2663.95 ms
[2021-01-22 05:16:08 main:574] : INFO : Epoch 1772 | loss: 0.0311981 | val_loss: 0.0311974 | Time: 2573.35 ms
[2021-01-22 05:16:11 main:574] : INFO : Epoch 1773 | loss: 0.0312039 | val_loss: 0.0312044 | Time: 2539.29 ms
[2021-01-22 05:16:13 main:574] : INFO : Epoch 1774 | loss: 0.0312119 | val_loss: 0.0312071 | Time: 2555.6 ms
[2021-01-22 05:16:16 main:574] : INFO : Epoch 1775 | loss: 0.0312084 | val_loss: 0.0312071 | Time: 2453.84 ms
[2021-01-22 05:16:19 main:574] : INFO : Epoch 1776 | loss: 0.0312017 | val_loss: 0.0312007 | Time: 2607.92 ms
[2021-01-22 05:16:21 main:574] : INFO : Epoch 1777 | loss: 0.0311977 | val_loss: 0.0312058 | Time: 2514.37 ms
[2021-01-22 05:16:24 main:574] : INFO : Epoch 1778 | loss: 0.0311993 | val_loss: 0.0312056 | Time: 2583.28 ms
[2021-01-22 05:16:27 main:574] : INFO : Epoch 1779 | loss: 0.0312038 | val_loss: 0.0312005 | Time: 2556.55 ms
[2021-01-22 05:16:29 main:574] : INFO : Epoch 1780 | loss: 0.0312039 | val_loss: 0.0311982 | Time: 2508.95 ms
[2021-01-22 05:16:32 main:574] : INFO : Epoch 1781 | loss: 0.0312008 | val_loss: 0.0311981 | Time: 2481.21 ms
[2021-01-22 05:16:34 main:574] : INFO : Epoch 1782 | loss: 0.0311995 | val_loss: 0.0312005 | Time: 2667.73 ms
[2021-01-22 05:16:37 main:574] : INFO : Epoch 1783 | loss: 0.0311994 | val_loss: 0.0311979 | Time: 2571.27 ms
[2021-01-22 05:16:40 main:574] : INFO : Epoch 1784 | loss: 0.0312013 | val_loss: 0.031202 | Time: 2533.76 ms
[2021-01-22 05:16:42 main:574] : INFO : Epoch 1785 | loss: 0.0312112 | val_loss: 0.03121 | Time: 2657.33 ms
[2021-01-22 05:16:45 main:574] : INFO : Epoch 1786 | loss: 0.0312057 | val_loss: 0.0312026 | Time: 2508.1 ms
[2021-01-22 05:16:48 main:574] : INFO : Epoch 1787 | loss: 0.0312001 | val_loss: 0.0312027 | Time: 2574.02 ms
[2021-01-22 05:16:50 main:574] : INFO : Epoch 1788 | loss: 0.0312008 | val_loss: 0.0312044 | Time: 2577.54 ms
[2021-01-22 05:16:53 main:574] : INFO : Epoch 1789 | loss: 0.0311979 | val_loss: 0.0312016 | Time: 2582.03 ms
[2021-01-22 05:16:55 main:574] : INFO : Epoch 1790 | loss: 0.0312035 | val_loss: 0.031203 | Time: 2653.29 ms
[2021-01-22 05:16:58 main:574] : INFO : Epoch 1791 | loss: 0.0312004 | val_loss: 0.0312001 | Time: 2564.64 ms
[2021-01-22 05:17:01 main:574] : INFO : Epoch 1792 | loss: 0.0311975 | val_loss: 0.0311992 | Time: 2618.99 ms
[2021-01-22 05:17:03 main:574] : INFO : Epoch 1793 | loss: 0.0311985 | val_loss: 0.0312122 | Time: 2670.24 ms
[2021-01-22 05:17:06 main:574] : INFO : Epoch 1794 | loss: 0.0312008 | val_loss: 0.0312047 | Time: 2540.53 ms
[2021-01-22 05:17:09 main:574] : INFO : Epoch 1795 | loss: 0.0311998 | val_loss: 0.0311988 | Time: 2612.79 ms
[2021-01-22 05:17:11 main:574] : INFO : Epoch 1796 | loss: 0.0311989 | val_loss: 0.031199 | Time: 2466.09 ms
[2021-01-22 05:17:14 main:574] : INFO : Epoch 1797 | loss: 0.031199 | val_loss: 0.031197 | Time: 2646.76 ms
[2021-01-22 05:17:17 main:574] : INFO : Epoch 1798 | loss: 0.0312016 | val_loss: 0.031213 | Time: 2515.45 ms
[2021-01-22 05:17:19 main:574] : INFO : Epoch 1799 | loss: 0.0312074 | val_loss: 0.0312011 | Time: 2553.58 ms
[2021-01-22 05:17:22 main:574] : INFO : Epoch 1800 | loss: 0.0311997 | val_loss: 0.0312028 | Time: 2514.97 ms
[2021-01-22 05:17:25 main:574] : INFO : Epoch 1801 | loss: 0.0311986 | val_loss: 0.0311986 | Time: 2731.94 ms
[2021-01-22 05:17:27 main:574] : INFO : Epoch 1802 | loss: 0.0311995 | val_loss: 0.0312006 | Time: 2589 ms
[2021-01-22 05:17:30 main:574] : INFO : Epoch 1803 | loss: 0.0311986 | val_loss: 0.0312026 | Time: 2506.27 ms
[2021-01-22 05:17:33 main:574] : INFO : Epoch 1804 | loss: 0.0312015 | val_loss: 0.031198 | Time: 2567.97 ms
[2021-01-22 05:17:35 main:574] : INFO : Epoch 1805 | loss: 0.0311967 | val_loss: 0.0312047 | Time: 2463.27 ms
[2021-01-22 05:17:38 main:574] : INFO : Epoch 1806 | loss: 0.0311976 | val_loss: 0.031201 | Time: 2481.87 ms
[2021-01-22 05:17:40 main:574] : INFO : Epoch 1807 | loss: 0.031199 | val_loss: 0.0311998 | Time: 2538.18 ms
[2021-01-22 05:17:43 main:574] : INFO : Epoch 1808 | loss: 0.0311969 | val_loss: 0.0312012 | Time: 2615.08 ms
[2021-01-22 05:17:46 main:574] : INFO : Epoch 1809 | loss: 0.031203 | val_loss: 0.0311994 | Time: 2450.23 ms
[2021-01-22 05:17:48 main:574] : INFO : Epoch 1810 | loss: 0.0312009 | val_loss: 0.031202 | Time: 2491.45 ms
[2021-01-22 05:17:51 main:574] : INFO : Epoch 1811 | loss: 0.0311998 | val_loss: 0.0312113 | Time: 2527.34 ms
[2021-01-22 05:17:53 main:574] : INFO : Epoch 1812 | loss: 0.0312024 | val_loss: 0.0312002 | Time: 2427.52 ms
[2021-01-22 05:17:56 main:574] : INFO : Epoch 1813 | loss: 0.0312001 | val_loss: 0.03121 | Time: 2580.57 ms
[2021-01-22 05:17:59 main:574] : INFO : Epoch 1814 | loss: 0.0312002 | val_loss: 0.0311985 | Time: 2597.53 ms
[2021-01-22 05:18:01 main:574] : INFO : Epoch 1815 | loss: 0.0311973 | val_loss: 0.031197 | Time: 2621.62 ms
[2021-01-22 05:18:04 main:574] : INFO : Epoch 1816 | loss: 0.0311955 | val_loss: 0.0311961 | Time: 2625.22 ms
[2021-01-22 05:18:07 main:574] : INFO : Epoch 1817 | loss: 0.0311944 | val_loss: 0.0311963 | Time: 2594.23 ms
[2021-01-22 05:18:09 main:574] : INFO : Epoch 1818 | loss: 0.0312006 | val_loss: 0.031202 | Time: 2517.4 ms
[2021-01-22 05:18:12 main:574] : INFO : Epoch 1819 | loss: 0.0311981 | val_loss: 0.0311964 | Time: 2564.31 ms
[2021-01-22 05:18:14 main:574] : INFO : Epoch 1820 | loss: 0.0311947 | val_loss: 0.031201 | Time: 2381.76 ms
[2021-01-22 05:18:17 main:574] : INFO : Epoch 1821 | loss: 0.0311939 | val_loss: 0.0311958 | Time: 2462.34 ms
[2021-01-22 05:18:19 main:574] : INFO : Epoch 1822 | loss: 0.0311926 | val_loss: 0.0311952 | Time: 2552.01 ms
[2021-01-22 05:18:22 main:574] : INFO : Epoch 1823 | loss: 0.0311959 | val_loss: 0.0312023 | Time: 2630.61 ms
[2021-01-22 05:18:25 main:574] : INFO : Epoch 1824 | loss: 0.0311991 | val_loss: 0.0311952 | Time: 2405.02 ms
[2021-01-22 05:18:27 main:574] : INFO : Epoch 1825 | loss: 0.0311932 | val_loss: 0.0311979 | Time: 2479.1 ms
[2021-01-22 05:18:30 main:574] : INFO : Epoch 1826 | loss: 0.0311937 | val_loss: 0.0311989 | Time: 2500.39 ms
[2021-01-22 05:18:32 main:574] : INFO : Epoch 1827 | loss: 0.0311922 | val_loss: 0.0311962 | Time: 2625.71 ms
[2021-01-22 05:18:35 main:574] : INFO : Epoch 1828 | loss: 0.031192 | val_loss: 0.031195 | Time: 2526.98 ms
[2021-01-22 05:18:38 main:574] : INFO : Epoch 1829 | loss: 0.0311919 | val_loss: 0.031195 | Time: 2595.43 ms
[2021-01-22 05:18:40 main:574] : INFO : Epoch 1830 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 2553.55 ms
[2021-01-22 05:18:43 main:574] : INFO : Epoch 1831 | loss: 0.0311936 | val_loss: 0.0311944 | Time: 2480.25 ms
[2021-01-22 05:18:45 main:574] : INFO : Epoch 1832 | loss: 0.0311956 | val_loss: 0.0311988 | Time: 2538.58 ms
[2021-01-22 05:18:48 main:574] : INFO : Epoch 1833 | loss: 0.0311971 | val_loss: 0.0312016 | Time: 2498.84 ms
[2021-01-22 05:18:51 main:574] : INFO : Epoch 1834 | loss: 0.0311949 | val_loss: 0.0311962 | Time: 2549.96 ms
[2021-01-22 05:18:53 main:574] : INFO : Epoch 1835 | loss: 0.0312003 | val_loss: 0.0312118 | Time: 2395.27 ms
[2021-01-22 05:18:56 main:574] : INFO : Epoch 1836 | loss: 0.0311991 | val_loss: 0.0311999 | Time: 2543.3 ms
[2021-01-22 05:18:58 main:574] : INFO : Epoch 1837 | loss: 0.0312003 | val_loss: 0.0312006 | Time: 2579.83 ms
[2021-01-22 05:19:01 main:574] : INFO : Epoch 1838 | loss: 0.0311953 | val_loss: 0.0311961 | Time: 2525.84 ms
[2021-01-22 05:19:03 main:574] : INFO : Epoch 1839 | loss: 0.0311969 | val_loss: 0.0311993 | Time: 2631.88 ms
[2021-01-22 05:19:06 main:574] : INFO : Epoch 1840 | loss: 0.0311953 | val_loss: 0.0312031 | Time: 2580.87 ms
[2021-01-22 05:19:09 main:574] : INFO : Epoch 1841 | loss: 0.0312013 | val_loss: 0.0311968 | Time: 2812.66 ms
[2021-01-22 05:19:12 main:574] : INFO : Epoch 1842 | loss: 0.0311948 | val_loss: 0.0312052 | Time: 2551.5 ms
[2021-01-22 05:19:14 main:574] : INFO : Epoch 1843 | loss: 0.0312027 | val_loss: 0.0312052 | Time: 2525.22 ms
[2021-01-22 05:19:17 main:574] : INFO : Epoch 1844 | loss: 0.0311964 | val_loss: 0.0311987 | Time: 2525.13 ms
[2021-01-22 05:19:19 main:574] : INFO : Epoch 1845 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 2410.85 ms
[2021-01-22 05:19:22 main:574] : INFO : Epoch 1846 | loss: 0.0311911 | val_loss: 0.0311974 | Time: 2492.48 ms
[2021-01-22 05:19:24 main:574] : INFO : Epoch 1847 | loss: 0.0311902 | val_loss: 0.0311935 | Time: 2588.63 ms
[2021-01-22 05:19:27 main:574] : INFO : Epoch 1848 | loss: 0.0311982 | val_loss: 0.0311992 | Time: 2509.43 ms
[2021-01-22 05:19:29 main:574] : INFO : Epoch 1849 | loss: 0.0311968 | val_loss: 0.0311944 | Time: 2423.34 ms
[2021-01-22 05:19:32 main:574] : INFO : Epoch 1850 | loss: 0.0311918 | val_loss: 0.0311968 | Time: 2475.83 ms
[2021-01-22 05:19:35 main:574] : INFO : Epoch 1851 | loss: 0.0311996 | val_loss: 0.0312056 | Time: 2537.78 ms
[2021-01-22 05:19:37 main:574] : INFO : Epoch 1852 | loss: 0.031195 | val_loss: 0.0311957 | Time: 2584.45 ms
[2021-01-22 05:19:40 main:574] : INFO : Epoch 1853 | loss: 0.0311915 | val_loss: 0.0311939 | Time: 2677.07 ms
[2021-01-22 05:19:43 main:574] : INFO : Epoch 1854 | loss: 0.0311926 | val_loss: 0.0311954 | Time: 2540.99 ms
[2021-01-22 05:19:45 main:574] : INFO : Epoch 1855 | loss: 0.0311911 | val_loss: 0.0311988 | Time: 2477.49 ms
[2021-01-22 05:19:48 main:574] : INFO : Epoch 1856 | loss: 0.0311913 | val_loss: 0.0311931 | Time: 2547.49 ms
[2021-01-22 05:19:50 main:574] : INFO : Epoch 1857 | loss: 0.0311921 | val_loss: 0.0311992 | Time: 2525.07 ms
[2021-01-22 05:19:53 main:574] : INFO : Epoch 1858 | loss: 0.0311962 | val_loss: 0.0311972 | Time: 2544.04 ms
[2021-01-22 05:19:56 main:574] : INFO : Epoch 1859 | loss: 0.0311922 | val_loss: 0.0312017 | Time: 2791.44 ms
[2021-01-22 05:19:58 main:574] : INFO : Epoch 1860 | loss: 0.0311942 | val_loss: 0.0311971 | Time: 2568.99 ms
[2021-01-22 05:20:01 main:574] : INFO : Epoch 1861 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 2493.14 ms
[2021-01-22 05:20:04 main:574] : INFO : Epoch 1862 | loss: 0.031194 | val_loss: 0.0311953 | Time: 2637.9 ms
[2021-01-22 05:20:06 main:574] : INFO : Epoch 1863 | loss: 0.0311936 | val_loss: 0.031199 | Time: 2680.33 ms
[2021-01-22 05:20:09 main:574] : INFO : Epoch 1864 | loss: 0.0311919 | val_loss: 0.0311986 | Time: 2483.52 ms
[2021-01-22 05:20:11 main:574] : INFO : Epoch 1865 | loss: 0.0311905 | val_loss: 0.0311948 | Time: 2573.98 ms
[2021-01-22 05:20:14 main:574] : INFO : Epoch 1866 | loss: 0.0311913 | val_loss: 0.0311936 | Time: 2531.83 ms
[2021-01-22 05:20:17 main:574] : INFO : Epoch 1867 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 2625.81 ms
[2021-01-22 05:20:19 main:574] : INFO : Epoch 1868 | loss: 0.0311966 | val_loss: 0.0311945 | Time: 2546.8 ms
[2021-01-22 05:20:22 main:574] : INFO : Epoch 1869 | loss: 0.0311943 | val_loss: 0.0311961 | Time: 2546.83 ms
[2021-01-22 05:20:25 main:574] : INFO : Epoch 1870 | loss: 0.0311944 | val_loss: 0.0311962 | Time: 2680.74 ms
[2021-01-22 05:20:27 main:574] : INFO : Epoch 1871 | loss: 0.0311934 | val_loss: 0.0312006 | Time: 2675.24 ms
[2021-01-22 05:20:30 main:574] : INFO : Epoch 1872 | loss: 0.0311917 | val_loss: 0.0312051 | Time: 2485.17 ms
[2021-01-22 05:20:33 main:574] : INFO : Epoch 1873 | loss: 0.031198 | val_loss: 0.0311935 | Time: 2500.92 ms
[2021-01-22 05:20:35 main:574] : INFO : Epoch 1874 | loss: 0.0311943 | val_loss: 0.0311966 | Time: 2478.18 ms
[2021-01-22 05:20:38 main:574] : INFO : Epoch 1875 | loss: 0.0311932 | val_loss: 0.0311992 | Time: 2534.79 ms
[2021-01-22 05:20:40 main:574] : INFO : Epoch 1876 | loss: 0.0311934 | val_loss: 0.031202 | Time: 2583.58 ms
[2021-01-22 05:20:43 main:574] : INFO : Epoch 1877 | loss: 0.0311915 | val_loss: 0.0311952 | Time: 2632.97 ms
[2021-01-22 05:20:46 main:574] : INFO : Epoch 1878 | loss: 0.0311897 | val_loss: 0.031195 | Time: 2622.5 ms
[2021-01-22 05:20:48 main:574] : INFO : Epoch 1879 | loss: 0.0311917 | val_loss: 0.031198 | Time: 2503.07 ms
[2021-01-22 05:20:51 main:574] : INFO : Epoch 1880 | loss: 0.0311913 | val_loss: 0.0311933 | Time: 2650.3 ms
[2021-01-22 05:20:54 main:574] : INFO : Epoch 1881 | loss: 0.0311909 | val_loss: 0.0311947 | Time: 2607.33 ms
[2021-01-22 05:20:56 main:574] : INFO : Epoch 1882 | loss: 0.03119 | val_loss: 0.0311927 | Time: 2591.71 ms
[2021-01-22 05:20:59 main:574] : INFO : Epoch 1883 | loss: 0.031195 | val_loss: 0.0311991 | Time: 2553.84 ms
[2021-01-22 05:21:02 main:574] : INFO : Epoch 1884 | loss: 0.0311986 | val_loss: 0.0312034 | Time: 2585.56 ms
[2021-01-22 05:21:04 main:574] : INFO : Epoch 1885 | loss: 0.0311926 | val_loss: 0.031192 | Time: 2668.3 ms
[2021-01-22 05:21:07 main:574] : INFO : Epoch 1886 | loss: 0.0311964 | val_loss: 0.031198 | Time: 2611.74 ms
[2021-01-22 05:21:10 main:574] : INFO : Epoch 1887 | loss: 0.0311943 | val_loss: 0.0312051 | Time: 2560.54 ms
[2021-01-22 05:21:12 main:574] : INFO : Epoch 1888 | loss: 0.0311976 | val_loss: 0.0311995 | Time: 2711.82 ms
[2021-01-22 05:21:15 main:574] : INFO : Epoch 1889 | loss: 0.031192 | val_loss: 0.0311976 | Time: 2530.04 ms
[2021-01-22 05:21:18 main:574] : INFO : Epoch 1890 | loss: 0.031198 | val_loss: 0.0312018 | Time: 2571.96 ms
[2021-01-22 05:21:20 main:574] : INFO : Epoch 1891 | loss: 0.0311933 | val_loss: 0.0311939 | Time: 2476.38 ms
[2021-01-22 05:21:23 main:574] : INFO : Epoch 1892 | loss: 0.0311947 | val_loss: 0.031194 | Time: 2651.76 ms
[2021-01-22 05:21:26 main:574] : INFO : Epoch 1893 | loss: 0.0311949 | val_loss: 0.0311929 | Time: 2700.37 ms
[2021-01-22 05:21:28 main:574] : INFO : Epoch 1894 | loss: 0.0311948 | val_loss: 0.031199 | Time: 2654.15 ms
[2021-01-22 05:21:31 main:574] : INFO : Epoch 1895 | loss: 0.031198 | val_loss: 0.0312034 | Time: 2608.5 ms
[2021-01-22 05:21:34 main:574] : INFO : Epoch 1896 | loss: 0.0311996 | val_loss: 0.0311959 | Time: 2502.92 ms
[2021-01-22 05:21:36 main:574] : INFO : Epoch 1897 | loss: 0.0311975 | val_loss: 0.0311976 | Time: 2451.99 ms
[2021-01-22 05:21:39 main:574] : INFO : Epoch 1898 | loss: 0.0311914 | val_loss: 0.0311917 | Time: 2629.12 ms
[2021-01-22 05:21:41 main:574] : INFO : Epoch 1899 | loss: 0.0311886 | val_loss: 0.0311914 | Time: 2569.62 ms
[2021-01-22 05:21:44 main:574] : INFO : Epoch 1900 | loss: 0.0311934 | val_loss: 0.0311985 | Time: 2673.73 ms
[2021-01-22 05:21:47 main:574] : INFO : Epoch 1901 | loss: 0.0311943 | val_loss: 0.0311991 | Time: 2594.05 ms
[2021-01-22 05:21:50 main:574] : INFO : Epoch 1902 | loss: 0.0311976 | val_loss: 0.0311978 | Time: 2623.77 ms
[2021-01-22 05:21:52 main:574] : INFO : Epoch 1903 | loss: 0.0311945 | val_loss: 0.0311936 | Time: 2512.94 ms
[2021-01-22 05:21:55 main:574] : INFO : Epoch 1904 | loss: 0.0311914 | val_loss: 0.0311939 | Time: 2663.5 ms
[2021-01-22 05:21:57 main:574] : INFO : Epoch 1905 | loss: 0.0311892 | val_loss: 0.0311918 | Time: 2526.85 ms
[2021-01-22 05:22:00 main:574] : INFO : Epoch 1906 | loss: 0.031191 | val_loss: 0.0311926 | Time: 2575.47 ms
[2021-01-22 05:22:03 main:574] : INFO : Epoch 1907 | loss: 0.0311887 | val_loss: 0.0311976 | Time: 2497.71 ms
[2021-01-22 05:22:05 main:574] : INFO : Epoch 1908 | loss: 0.0311897 | val_loss: 0.0311963 | Time: 2473.39 ms
[2021-01-22 05:22:08 main:574] : INFO : Epoch 1909 | loss: 0.0311937 | val_loss: 0.0311959 | Time: 2628.13 ms
[2021-01-22 05:22:10 main:574] : INFO : Epoch 1910 | loss: 0.0311936 | val_loss: 0.0311943 | Time: 2485.47 ms
[2021-01-22 05:22:13 main:574] : INFO : Epoch 1911 | loss: 0.0311957 | val_loss: 0.0311963 | Time: 2460.09 ms
[2021-01-22 05:22:15 main:574] : INFO : Epoch 1912 | loss: 0.0311926 | val_loss: 0.0311922 | Time: 2528.8 ms
[2021-01-22 05:22:18 main:574] : INFO : Epoch 1913 | loss: 0.031202 | val_loss: 0.0311942 | Time: 2591.33 ms
[2021-01-22 05:22:21 main:574] : INFO : Epoch 1914 | loss: 0.0311964 | val_loss: 0.031201 | Time: 2717.87 ms
[2021-01-22 05:22:23 main:574] : INFO : Epoch 1915 | loss: 0.031196 | val_loss: 0.0312136 | Time: 2612.88 ms
[2021-01-22 05:22:26 main:574] : INFO : Epoch 1916 | loss: 0.0311967 | val_loss: 0.0311945 | Time: 2690.46 ms
[2021-01-22 05:22:29 main:574] : INFO : Epoch 1917 | loss: 0.0311906 | val_loss: 0.0311932 | Time: 2575.3 ms
[2021-01-22 05:22:31 main:574] : INFO : Epoch 1918 | loss: 0.0311968 | val_loss: 0.0311953 | Time: 2570.85 ms
[2021-01-22 05:22:34 main:574] : INFO : Epoch 1919 | loss: 0.0311961 | val_loss: 0.0311973 | Time: 2557.42 ms
[2021-01-22 05:22:37 main:574] : INFO : Epoch 1920 | loss: 0.031191 | val_loss: 0.0311947 | Time: 2591.59 ms
[2021-01-22 05:22:39 main:574] : INFO : Epoch 1921 | loss: 0.0311937 | val_loss: 0.0311973 | Time: 2564.84 ms
[2021-01-22 05:22:42 main:574] : INFO : Epoch 1922 | loss: 0.0311946 | val_loss: 0.0311965 | Time: 2694.24 ms
[2021-01-22 05:22:45 main:574] : INFO : Epoch 1923 | loss: 0.0311967 | val_loss: 0.0311999 | Time: 2449.32 ms
[2021-01-22 05:22:47 main:574] : INFO : Epoch 1924 | loss: 0.0311962 | val_loss: 0.0311936 | Time: 2495.71 ms
[2021-01-22 05:22:50 main:574] : INFO : Epoch 1925 | loss: 0.031192 | val_loss: 0.0311954 | Time: 2647.88 ms
[2021-01-22 05:22:52 main:574] : INFO : Epoch 1926 | loss: 0.0311942 | val_loss: 0.0312038 | Time: 2426.41 ms
[2021-01-22 05:22:55 main:574] : INFO : Epoch 1927 | loss: 0.0311995 | val_loss: 0.031194 | Time: 2534.86 ms
[2021-01-22 05:22:58 main:574] : INFO : Epoch 1928 | loss: 0.0311967 | val_loss: 0.0311942 | Time: 2653.48 ms
[2021-01-22 05:23:00 main:574] : INFO : Epoch 1929 | loss: 0.0311935 | val_loss: 0.031205 | Time: 2597.9 ms
[2021-01-22 05:23:03 main:574] : INFO : Epoch 1930 | loss: 0.0311975 | val_loss: 0.0312019 | Time: 2480.29 ms
[2021-01-22 05:23:06 main:574] : INFO : Epoch 1931 | loss: 0.0311946 | val_loss: 0.0311921 | Time: 2648.22 ms
[2021-01-22 05:23:08 main:574] : INFO : Epoch 1932 | loss: 0.0311917 | val_loss: 0.0311945 | Time: 2526.53 ms
[2021-01-22 05:23:11 main:574] : INFO : Epoch 1933 | loss: 0.0311954 | val_loss: 0.0311984 | Time: 2526.66 ms
[2021-01-22 05:23:14 main:574] : INFO : Epoch 1934 | loss: 0.0311938 | val_loss: 0.0311977 | Time: 2630.23 ms
[2021-01-22 05:23:16 main:574] : INFO : Epoch 1935 | loss: 0.0311943 | val_loss: 0.0311915 | Time: 2596.83 ms
[2021-01-22 05:23:19 main:574] : INFO : Epoch 1936 | loss: 0.0311893 | val_loss: 0.031195 | Time: 2466.37 ms
[2021-01-22 05:23:21 main:574] : INFO : Epoch 1937 | loss: 0.0311924 | val_loss: 0.0311941 | Time: 2552.38 ms
[2021-01-22 05:23:24 main:574] : INFO : Epoch 1938 | loss: 0.0311909 | val_loss: 0.0311951 | Time: 2556.68 ms
[2021-01-22 05:23:27 main:574] : INFO : Epoch 1939 | loss: 0.0311904 | val_loss: 0.0311992 | Time: 2552.62 ms
[2021-01-22 05:23:29 main:574] : INFO : Epoch 1940 | loss: 0.0311935 | val_loss: 0.0311929 | Time: 2592.27 ms
[2021-01-22 05:23:32 main:574] : INFO : Epoch 1941 | loss: 0.0311948 | val_loss: 0.0312017 | Time: 2571.47 ms
[2021-01-22 05:23:35 main:574] : INFO : Epoch 1942 | loss: 0.0312034 | val_loss: 0.0311935 | Time: 2631.01 ms
[2021-01-22 05:23:37 main:574] : INFO : Epoch 1943 | loss: 0.0311948 | val_loss: 0.0311931 | Time: 2476.92 ms
[2021-01-22 05:23:40 main:574] : INFO : Epoch 1944 | loss: 0.0311942 | val_loss: 0.031198 | Time: 2627.49 ms
[2021-01-22 05:23:42 main:574] : INFO : Epoch 1945 | loss: 0.0311923 | val_loss: 0.0311964 | Time: 2643.73 ms
[2021-01-22 05:23:45 main:574] : INFO : Epoch 1946 | loss: 0.0311912 | val_loss: 0.0311914 | Time: 2591.13 ms
[2021-01-22 05:23:48 main:574] : INFO : Epoch 1947 | loss: 0.0311888 | val_loss: 0.0311911 | Time: 2604.55 ms
[2021-01-22 05:23:50 main:574] : INFO : Epoch 1948 | loss: 0.0311907 | val_loss: 0.0311909 | Time: 2558.58 ms
[2021-01-22 05:23:53 main:574] : INFO : Epoch 1949 | loss: 0.0311901 | val_loss: 0.0311972 | Time: 2530.75 ms
[2021-01-22 05:23:56 main:574] : INFO : Epoch 1950 | loss: 0.031197 | val_loss: 0.0311937 | Time: 2569.21 ms
[2021-01-22 05:23:58 main:574] : INFO : Epoch 1951 | loss: 0.0311925 | val_loss: 0.0311913 | Time: 2595.12 ms
[2021-01-22 05:24:01 main:574] : INFO : Epoch 1952 | loss: 0.0311968 | val_loss: 0.0311999 | Time: 2545.74 ms
[2021-01-22 05:24:04 main:574] : INFO : Epoch 1953 | loss: 0.0311931 | val_loss: 0.0311968 | Time: 2602.11 ms
[2021-01-22 05:24:06 main:574] : INFO : Epoch 1954 | loss: 0.0311918 | val_loss: 0.0311969 | Time: 2610.38 ms
[2021-01-22 05:24:09 main:574] : INFO : Epoch 1955 | loss: 0.0311948 | val_loss: 0.0312009 | Time: 2668.22 ms
[2021-01-22 05:24:12 main:574] : INFO : Epoch 1956 | loss: 0.0311915 | val_loss: 0.0311967 | Time: 2683.06 ms
[2021-01-22 05:24:14 main:574] : INFO : Epoch 1957 | loss: 0.0311907 | val_loss: 0.0311918 | Time: 2567.73 ms
[2021-01-22 05:24:17 main:574] : INFO : Epoch 1958 | loss: 0.03119 | val_loss: 0.0311942 | Time: 2575.7 ms
[2021-01-22 05:24:20 main:574] : INFO : Epoch 1959 | loss: 0.0311913 | val_loss: 0.031191 | Time: 2568.92 ms
[2021-01-22 05:24:22 main:574] : INFO : Epoch 1960 | loss: 0.0311925 | val_loss: 0.0311979 | Time: 2507.73 ms
[2021-01-22 05:24:25 main:574] : INFO : Epoch 1961 | loss: 0.0311961 | val_loss: 0.0311999 | Time: 2509.47 ms
[2021-01-22 05:24:27 main:574] : INFO : Epoch 1962 | loss: 0.0311899 | val_loss: 0.0311914 | Time: 2428.16 ms
[2021-01-22 05:24:30 main:574] : INFO : Epoch 1963 | loss: 0.031188 | val_loss: 0.0311908 | Time: 2496.79 ms
[2021-01-22 05:24:32 main:574] : INFO : Epoch 1964 | loss: 0.0311911 | val_loss: 0.0311938 | Time: 2455.35 ms
[2021-01-22 05:24:35 main:574] : INFO : Epoch 1965 | loss: 0.031191 | val_loss: 0.0312 | Time: 2535.83 ms
[2021-01-22 05:24:38 main:574] : INFO : Epoch 1966 | loss: 0.0311917 | val_loss: 0.0312026 | Time: 2579.77 ms
[2021-01-22 05:24:40 main:574] : INFO : Epoch 1967 | loss: 0.031191 | val_loss: 0.0311912 | Time: 2636.12 ms
[2021-01-22 05:24:43 main:574] : INFO : Epoch 1968 | loss: 0.0311896 | val_loss: 0.0311934 | Time: 2587.87 ms
[2021-01-22 05:24:46 main:574] : INFO : Epoch 1969 | loss: 0.0311974 | val_loss: 0.0311962 | Time: 2737.83 ms
[2021-01-22 05:24:48 main:574] : INFO : Epoch 1970 | loss: 0.0311932 | val_loss: 0.031192 | Time: 2542.03 ms
[2021-01-22 05:24:51 main:574] : INFO : Epoch 1971 | loss: 0.0311896 | val_loss: 0.0311975 | Time: 2558.77 ms
[2021-01-22 05:24:54 main:574] : INFO : Epoch 1972 | loss: 0.0311918 | val_loss: 0.0311923 | Time: 2607.13 ms
[2021-01-22 05:24:56 main:574] : INFO : Epoch 1973 | loss: 0.0311881 | val_loss: 0.0311905 | Time: 2612.17 ms
[2021-01-22 05:24:59 main:574] : INFO : Epoch 1974 | loss: 0.0311884 | val_loss: 0.0311963 | Time: 2528.09 ms
[2021-01-22 05:25:01 main:574] : INFO : Epoch 1975 | loss: 0.0311947 | val_loss: 0.0312007 | Time: 2621.78 ms
[2021-01-22 05:25:04 main:574] : INFO : Epoch 1976 | loss: 0.0311899 | val_loss: 0.031192 | Time: 2477.04 ms
[2021-01-22 05:25:07 main:574] : INFO : Epoch 1977 | loss: 0.0311936 | val_loss: 0.0311968 | Time: 2621.26 ms
[2021-01-22 05:25:09 main:574] : INFO : Epoch 1978 | loss: 0.0311906 | val_loss: 0.0311931 | Time: 2555 ms
[2021-01-22 05:25:12 main:574] : INFO : Epoch 1979 | loss: 0.0311877 | val_loss: 0.0311902 | Time: 2500.61 ms
[2021-01-22 05:25:14 main:574] : INFO : Epoch 1980 | loss: 0.0311882 | val_loss: 0.0311954 | Time: 2525.75 ms
[2021-01-22 05:25:17 main:574] : INFO : Epoch 1981 | loss: 0.031194 | val_loss: 0.0311947 | Time: 2556.92 ms
[2021-01-22 05:25:20 main:574] : INFO : Epoch 1982 | loss: 0.0311918 | val_loss: 0.0311936 | Time: 2717.32 ms
[2021-01-22 05:25:23 main:574] : INFO : Epoch 1983 | loss: 0.0311926 | val_loss: 0.0311977 | Time: 2608.77 ms
[2021-01-22 05:25:25 main:574] : INFO : Epoch 1984 | loss: 0.0311932 | val_loss: 0.0311948 | Time: 2602.8 ms
[2021-01-22 05:25:28 main:574] : INFO : Epoch 1985 | loss: 0.0311929 | val_loss: 0.0311973 | Time: 2451.39 ms
[2021-01-22 05:25:30 main:574] : INFO : Epoch 1986 | loss: 0.0311973 | val_loss: 0.0311985 | Time: 2602.43 ms
[2021-01-22 05:25:33 main:574] : INFO : Epoch 1987 | loss: 0.0311947 | val_loss: 0.0311974 | Time: 2525.95 ms
[2021-01-22 05:25:36 main:574] : INFO : Epoch 1988 | loss: 0.0311918 | val_loss: 0.0311919 | Time: 2603.42 ms
[2021-01-22 05:25:38 main:574] : INFO : Epoch 1989 | loss: 0.0311916 | val_loss: 0.0311924 | Time: 2607.24 ms
[2021-01-22 05:25:41 main:574] : INFO : Epoch 1990 | loss: 0.0311937 | val_loss: 0.0311981 | Time: 2597.25 ms
[2021-01-22 05:25:43 main:574] : INFO : Epoch 1991 | loss: 0.031198 | val_loss: 0.0312096 | Time: 2461.08 ms
[2021-01-22 05:25:46 main:574] : INFO : Epoch 1992 | loss: 0.0312022 | val_loss: 0.0311975 | Time: 2556.58 ms
[2021-01-22 05:25:49 main:574] : INFO : Epoch 1993 | loss: 0.0312017 | val_loss: 0.0312067 | Time: 2492.48 ms
[2021-01-22 05:25:51 main:574] : INFO : Epoch 1994 | loss: 0.0312006 | val_loss: 0.0312005 | Time: 2687.82 ms
[2021-01-22 05:25:54 main:574] : INFO : Epoch 1995 | loss: 0.0311941 | val_loss: 0.031202 | Time: 2530.85 ms
[2021-01-22 05:25:57 main:574] : INFO : Epoch 1996 | loss: 0.0311944 | val_loss: 0.0311962 | Time: 2695.62 ms
[2021-01-22 05:25:59 main:574] : INFO : Epoch 1997 | loss: 0.0311932 | val_loss: 0.0311958 | Time: 2546.75 ms
[2021-01-22 05:26:02 main:574] : INFO : Epoch 1998 | loss: 0.0311943 | val_loss: 0.0311968 | Time: 2617.69 ms
[2021-01-22 05:26:05 main:574] : INFO : Epoch 1999 | loss: 0.0312 | val_loss: 0.0311984 | Time: 2518.91 ms
[2021-01-22 05:26:07 main:574] : INFO : Epoch 2000 | loss: 0.0311926 | val_loss: 0.0311949 | Time: 2432.86 ms
[2021-01-22 05:26:10 main:574] : INFO : Epoch 2001 | loss: 0.0311944 | val_loss: 0.0311961 | Time: 2600.94 ms
[2021-01-22 05:26:12 main:574] : INFO : Epoch 2002 | loss: 0.0311927 | val_loss: 0.031197 | Time: 2566.43 ms
[2021-01-22 05:26:15 main:574] : INFO : Epoch 2003 | loss: 0.0311905 | val_loss: 0.0311959 | Time: 2590.99 ms
[2021-01-22 05:26:18 main:574] : INFO : Epoch 2004 | loss: 0.0311943 | val_loss: 0.0312029 | Time: 2600.94 ms
[2021-01-22 05:26:20 main:574] : INFO : Epoch 2005 | loss: 0.031193 | val_loss: 0.0311954 | Time: 2557.17 ms
[2021-01-22 05:26:23 main:574] : INFO : Epoch 2006 | loss: 0.0311916 | val_loss: 0.0311991 | Time: 2509.7 ms
[2021-01-22 05:26:26 main:574] : INFO : Epoch 2007 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 2628.05 ms
[2021-01-22 05:26:28 main:574] : INFO : Epoch 2008 | loss: 0.0311928 | val_loss: 0.0311968 | Time: 2607.33 ms
[2021-01-22 05:26:31 main:574] : INFO : Epoch 2009 | loss: 0.0311913 | val_loss: 0.0311947 | Time: 2571.9 ms
[2021-01-22 05:26:34 main:574] : INFO : Epoch 2010 | loss: 0.0311937 | val_loss: 0.0312011 | Time: 2480.78 ms
[2021-01-22 05:26:36 main:574] : INFO : Epoch 2011 | loss: 0.0311944 | val_loss: 0.0311989 | Time: 2475.23 ms
[2021-01-22 05:26:39 main:574] : INFO : Epoch 2012 | loss: 0.0311913 | val_loss: 0.0311993 | Time: 2658.85 ms
[2021-01-22 05:26:41 main:574] : INFO : Epoch 2013 | loss: 0.0311888 | val_loss: 0.0311944 | Time: 2533.91 ms
[2021-01-22 05:26:44 main:574] : INFO : Epoch 2014 | loss: 0.0311892 | val_loss: 0.0311936 | Time: 2464.1 ms
[2021-01-22 05:26:47 main:574] : INFO : Epoch 2015 | loss: 0.0311911 | val_loss: 0.031196 | Time: 2594.41 ms
[2021-01-22 05:26:49 main:574] : INFO : Epoch 2016 | loss: 0.0311919 | val_loss: 0.0311951 | Time: 2524.74 ms
[2021-01-22 05:26:52 main:574] : INFO : Epoch 2017 | loss: 0.0311927 | val_loss: 0.0311963 | Time: 2622.52 ms
[2021-01-22 05:26:54 main:574] : INFO : Epoch 2018 | loss: 0.0311952 | val_loss: 0.0312026 | Time: 2582.41 ms
[2021-01-22 05:26:57 main:574] : INFO : Epoch 2019 | loss: 0.0311955 | val_loss: 0.0311963 | Time: 2480.49 ms
[2021-01-22 05:27:00 main:574] : INFO : Epoch 2020 | loss: 0.0311922 | val_loss: 0.0311953 | Time: 2649.2 ms
[2021-01-22 05:27:02 main:574] : INFO : Epoch 2021 | loss: 0.0311898 | val_loss: 0.0311934 | Time: 2583.79 ms
[2021-01-22 05:27:05 main:574] : INFO : Epoch 2022 | loss: 0.0311908 | val_loss: 0.0311953 | Time: 2595.27 ms
[2021-01-22 05:27:08 main:574] : INFO : Epoch 2023 | loss: 0.0311915 | val_loss: 0.0311918 | Time: 2613.67 ms
[2021-01-22 05:27:10 main:574] : INFO : Epoch 2024 | loss: 0.0311919 | val_loss: 0.0311937 | Time: 2658.39 ms
[2021-01-22 05:27:13 main:574] : INFO : Epoch 2025 | loss: 0.0311908 | val_loss: 0.0311921 | Time: 2514.87 ms
[2021-01-22 05:27:15 main:574] : INFO : Epoch 2026 | loss: 0.0311893 | val_loss: 0.0311935 | Time: 2448.29 ms
[2021-01-22 05:27:18 main:574] : INFO : Epoch 2027 | loss: 0.0311951 | val_loss: 0.031195 | Time: 2544.85 ms
[2021-01-22 05:27:21 main:574] : INFO : Epoch 2028 | loss: 0.0311969 | val_loss: 0.0311958 | Time: 2604.35 ms
[2021-01-22 05:27:23 main:574] : INFO : Epoch 2029 | loss: 0.0311914 | val_loss: 0.0311962 | Time: 2572.15 ms
[2021-01-22 05:27:26 main:574] : INFO : Epoch 2030 | loss: 0.0312 | val_loss: 0.0311974 | Time: 2712.33 ms
[2021-01-22 05:27:29 main:574] : INFO : Epoch 2031 | loss: 0.0311933 | val_loss: 0.0311935 | Time: 2538.07 ms
[2021-01-22 05:27:31 main:574] : INFO : Epoch 2032 | loss: 0.0311937 | val_loss: 0.0311927 | Time: 2371.51 ms
[2021-01-22 05:27:34 main:574] : INFO : Epoch 2033 | loss: 0.0311942 | val_loss: 0.0312021 | Time: 2468.35 ms
[2021-01-22 05:27:36 main:574] : INFO : Epoch 2034 | loss: 0.0311945 | val_loss: 0.0311935 | Time: 2640.33 ms
[2021-01-22 05:27:39 main:574] : INFO : Epoch 2035 | loss: 0.0311974 | val_loss: 0.031196 | Time: 2521.69 ms
[2021-01-22 05:27:42 main:574] : INFO : Epoch 2036 | loss: 0.0311913 | val_loss: 0.0311939 | Time: 2606.45 ms
[2021-01-22 05:27:44 main:574] : INFO : Epoch 2037 | loss: 0.0311944 | val_loss: 0.0311942 | Time: 2656.91 ms
[2021-01-22 05:27:47 main:574] : INFO : Epoch 2038 | loss: 0.03119 | val_loss: 0.0311923 | Time: 2508.84 ms
[2021-01-22 05:27:50 main:574] : INFO : Epoch 2039 | loss: 0.0311895 | val_loss: 0.031194 | Time: 2601.11 ms
[2021-01-22 05:27:52 main:574] : INFO : Epoch 2040 | loss: 0.0311907 | val_loss: 0.0311935 | Time: 2609.45 ms
[2021-01-22 05:27:55 main:574] : INFO : Epoch 2041 | loss: 0.0311911 | val_loss: 0.0311925 | Time: 2575.67 ms
[2021-01-22 05:27:58 main:574] : INFO : Epoch 2042 | loss: 0.0311892 | val_loss: 0.0311912 | Time: 2592.11 ms
[2021-01-22 05:28:00 main:574] : INFO : Epoch 2043 | loss: 0.0311929 | val_loss: 0.0311934 | Time: 2584.36 ms
[2021-01-22 05:28:03 main:574] : INFO : Epoch 2044 | loss: 0.0311972 | val_loss: 0.0311934 | Time: 2639 ms
[2021-01-22 05:28:06 main:574] : INFO : Epoch 2045 | loss: 0.0311911 | val_loss: 0.0311927 | Time: 2567.65 ms
[2021-01-22 05:28:08 main:574] : INFO : Epoch 2046 | loss: 0.0311969 | val_loss: 0.0311923 | Time: 2654.86 ms
[2021-01-22 05:28:11 main:574] : INFO : Epoch 2047 | loss: 0.0311932 | val_loss: 0.0311946 | Time: 2540.08 ms
[2021-01-22 05:28:14 main:574] : INFO : Epoch 2048 | loss: 0.0311972 | val_loss: 0.0311959 | Time: 2602.28 ms
[2021-01-22 05:28:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311959
[2021-01-22 05:28:14 main:603] : INFO : Saving end state to config to file
[2021-01-22 05:28:14 main:608] : INFO : Success, exiting..
05:28:14 (3408): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)