Task 14627606
| Name | ParityModified-1647040655-25367-3-0_2 |
| Workunit | 11576376 |
| Created | 24 Apr 2022, 11:16:43 UTC |
| Sent | 24 Apr 2022, 11:17:09 UTC |
| Report deadline | 2 May 2022, 11:17:09 UTC |
| Received | 24 Apr 2022, 14:15:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6135 |
| Run time | 1 hours 48 min 57 sec |
| CPU time | 1 hours 35 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -24 15:44:44 main:574] : INFO : Epoch 1542 | loss: 0.0312034 | val_loss: 0.0312038 | Time: 3086.83 ms [2022-04-24 15:44:47 main:574] : INFO : Epoch 1543 | loss: 0.0312069 | val_loss: 0.0312046 | Time: 3054.88 ms [2022-04-24 15:44:50 main:574] : INFO : Epoch 1544 | loss: 0.0312033 | val_loss: 0.0312008 | Time: 3097.2 ms [2022-04-24 15:44:54 main:574] : INFO : Epoch 1545 | loss: 0.0312016 | val_loss: 0.0312007 | Time: 3406.57 ms [2022-04-24 15:44:57 main:574] : INFO : Epoch 1546 | loss: 0.0312031 | val_loss: 0.0312078 | Time: 3437.78 ms [2022-04-24 15:45:00 main:574] : INFO : Epoch 1547 | loss: 0.031204 | val_loss: 0.0312007 | Time: 3090.17 ms [2022-04-24 15:45:04 main:574] : INFO : Epoch 1548 | loss: 0.0312028 | val_loss: 0.0312022 | Time: 3249.96 ms [2022-04-24 15:45:08 main:574] : INFO : Epoch 1549 | loss: 0.0312044 | val_loss: 0.0312066 | Time: 3139.23 ms [2022-04-24 15:45:11 main:574] : INFO : Epoch 1550 | loss: 0.0312069 | val_loss: 0.0312071 | Time: 3209.2 ms [2022-04-24 15:45:15 main:574] : INFO : Epoch 1551 | loss: 0.0312029 | val_loss: 0.0312015 | Time: 3113.74 ms [2022-04-24 15:45:19 main:574] : INFO : Epoch 1552 | loss: 0.031202 | val_loss: 0.0312004 | Time: 3114.69 ms [2022-04-24 15:45:22 main:574] : INFO : Epoch 1553 | loss: 0.0312012 | val_loss: 0.0312017 | Time: 3173.19 ms [2022-04-24 15:45:26 main:574] : INFO : Epoch 1554 | loss: 0.0312024 | val_loss: 0.0312013 | Time: 3260.74 ms [2022-04-24 15:45:30 main:574] : INFO : Epoch 1555 | loss: 0.0312054 | val_loss: 0.0312052 | Time: 3049.78 ms [2022-04-24 15:45:33 main:574] : INFO : Epoch 1556 | loss: 0.0312034 | val_loss: 0.0312092 | Time: 3115.89 ms [2022-04-24 15:45:36 main:574] : INFO : Epoch 1557 | loss: 0.0312054 | val_loss: 0.0312027 | Time: 3279.62 ms [2022-04-24 15:45:40 main:574] : INFO : Epoch 1558 | loss: 0.0312022 | val_loss: 0.0312007 | Time: 3050.92 ms [2022-04-24 15:45:44 main:574] : INFO : Epoch 1559 | loss: 0.0312019 | val_loss: 0.0312014 | Time: 3030.27 ms [2022-04-24 15:45:47 main:574] : INFO : Epoch 1560 | loss: 0.0312027 | val_loss: 0.0312017 | Time: 3215.12 ms [2022-04-24 15:45:51 main:574] : INFO : Epoch 1561 | loss: 0.0312034 | val_loss: 0.031201 | Time: 3118.65 ms [2022-04-24 15:45:54 main:574] : INFO : Epoch 1562 | loss: 0.031205 | val_loss: 0.0312009 | Time: 3025.77 ms [2022-04-24 15:45:58 main:574] : INFO : Epoch 1563 | loss: 0.0312026 | val_loss: 0.0312046 | Time: 3168.27 ms [2022-04-24 15:46:01 main:574] : INFO : Epoch 1564 | loss: 0.0312036 | val_loss: 0.0312018 | Time: 3027.18 ms [2022-04-24 15:46:04 main:574] : INFO : Epoch 1565 | loss: 0.0312036 | val_loss: 0.0312009 | Time: 3071.59 ms [2022-04-24 15:46:08 main:574] : INFO : Epoch 1566 | loss: 0.0312033 | val_loss: 0.031201 | Time: 3149.51 ms [2022-04-24 15:46:11 main:574] : INFO : Epoch 1567 | loss: 0.031202 | val_loss: 0.0312002 | Time: 3055.72 ms [2022-04-24 15:46:14 main:574] : INFO : Epoch 1568 | loss: 0.0312019 | val_loss: 0.031201 | Time: 2973.99 ms [2022-04-24 15:46:18 main:574] : INFO : Epoch 1569 | loss: 0.0312011 | val_loss: 0.0312002 | Time: 3135.91 ms [2022-04-24 15:46:21 main:574] : INFO : Epoch 1570 | loss: 0.0312034 | val_loss: 0.0312024 | Time: 3152.05 ms [2022-04-24 15:46:25 main:574] : INFO : Epoch 1571 | loss: 0.0312016 | val_loss: 0.0312005 | Time: 3105.21 ms [2022-04-24 15:46:28 main:574] : INFO : Epoch 1572 | loss: 0.0312021 | val_loss: 0.0312029 | Time: 3206.29 ms [2022-04-24 15:46:32 main:574] : INFO : Epoch 1573 | loss: 0.0312027 | val_loss: 0.0312001 | Time: 3056.17 ms [2022-04-24 15:46:35 main:574] : INFO : Epoch 1574 | loss: 0.0312023 | val_loss: 0.0312012 | Time: 3084.66 ms [2022-04-24 15:46:39 main:574] : INFO : Epoch 1575 | loss: 0.031201 | val_loss: 0.031201 | Time: 3224.41 ms [2022-04-24 15:46:42 main:574] : INFO : Epoch 1576 | loss: 0.0312025 | val_loss: 0.0312004 | Time: 3041.19 ms [2022-04-24 15:46:45 main:574] : INFO : Epoch 1577 | loss: 0.0312006 | val_loss: 0.0312001 | Time: 3122.05 ms [2022-04-24 15:46:48 main:574] : INFO : Epoch 1578 | loss: 0.0312018 | val_loss: 0.0312003 | Time: 3054.46 ms [2022-04-24 15:46:52 main:574] : INFO : Epoch 1579 | loss: 0.0312005 | val_loss: 0.0311997 | Time: 3215.78 ms [2022-04-24 15:46:55 main:574] : INFO : Epoch 1580 | loss: 0.0312029 | val_loss: 0.0312075 | Time: 3080.48 ms [2022-04-24 15:46:59 main:574] : INFO : Epoch 1581 | loss: 0.0312025 | val_loss: 0.0312019 | Time: 3264.41 ms [2022-04-24 15:47:03 main:574] : INFO : Epoch 1582 | loss: 0.0312024 | val_loss: 0.0311996 | Time: 3173.72 ms [2022-04-24 15:47:06 main:574] : INFO : Epoch 1583 | loss: 0.0312027 | val_loss: 0.0312008 | Time: 3242.59 ms [2022-04-24 15:47:09 main:574] : INFO : Epoch 1584 | loss: 0.0312026 | val_loss: 0.031203 | Time: 3122.34 ms [2022-04-24 15:47:12 main:574] : INFO : Epoch 1585 | loss: 0.0312058 | val_loss: 0.031205 | Time: 3093.33 ms [2022-04-24 15:47:16 main:574] : INFO : Epoch 1586 | loss: 0.0312023 | val_loss: 0.0312002 | Time: 3215.57 ms [2022-04-24 15:47:19 main:574] : INFO : Epoch 1587 | loss: 0.0312016 | val_loss: 0.0312056 | Time: 3119.91 ms [2022-04-24 15:47:22 main:574] : INFO : Epoch 1588 | loss: 0.0312056 | val_loss: 0.0311997 | Time: 3072.44 ms [2022-04-24 15:47:25 main:574] : INFO : Epoch 1589 | loss: 0.0312041 | val_loss: 0.0312055 | Time: 3082.37 ms [2022-04-24 15:47:29 main:574] : INFO : Epoch 1590 | loss: 0.0312058 | val_loss: 0.0312004 | Time: 3316.72 ms [2022-04-24 15:47:32 main:574] : INFO : Epoch 1591 | loss: 0.0312011 | val_loss: 0.0311998 | Time: 3180.29 ms [2022-04-24 15:47:35 main:574] : INFO : Epoch 1592 | loss: 0.0312005 | val_loss: 0.0312007 | Time: 3070.42 ms [2022-04-24 15:47:38 main:574] : INFO : Epoch 1593 | loss: 0.0312007 | val_loss: 0.0311994 | Time: 3132.39 ms [2022-04-24 15:47:41 main:574] : INFO : Epoch 1594 | loss: 0.0312014 | val_loss: 0.0311996 | Time: 3089.56 ms [2022-04-24 15:47:45 main:574] : INFO : Epoch 1595 | loss: 0.0312012 | val_loss: 0.0312015 | Time: 3041.34 ms [2022-04-24 15:47:48 main:574] : INFO : Epoch 1596 | loss: 0.0312023 | val_loss: 0.0312001 | Time: 3223.95 ms [2022-04-24 15:47:51 main:574] : INFO : Epoch 1597 | loss: 0.0312006 | val_loss: 0.0311996 | Time: 3176.99 ms [2022-04-24 15:47:54 main:574] : INFO : Epoch 1598 | loss: 0.0312011 | val_loss: 0.0312013 | Time: 3088.98 ms [2022-04-24 15:47:57 main:574] : INFO : Epoch 1599 | loss: 0.0312017 | val_loss: 0.0312008 | Time: 3150.8 ms [2022-04-24 15:48:01 main:574] : INFO : Epoch 1600 | loss: 0.0312027 | val_loss: 0.0312005 | Time: 3158.24 ms [2022-04-24 15:48:04 main:574] : INFO : Epoch 1601 | loss: 0.0312017 | val_loss: 0.0312011 | Time: 3086.46 ms [2022-04-24 15:48:07 main:574] : INFO : Epoch 1602 | loss: 0.0312013 | val_loss: 0.0311993 | Time: 3086.44 ms [2022-04-24 15:48:10 main:574] : INFO : Epoch 1603 | loss: 0.0312035 | val_loss: 0.0311993 | Time: 3233.96 ms [2022-04-24 15:48:14 main:574] : INFO : Epoch 1604 | loss: 0.031201 | val_loss: 0.0311995 | Time: 3101.57 ms [2022-04-24 15:48:17 main:574] : INFO : Epoch 1605 | loss: 0.0312013 | val_loss: 0.0312013 | Time: 3109.63 ms [2022-04-24 15:48:20 main:574] : INFO : Epoch 1606 | loss: 0.031201 | val_loss: 0.0312 | Time: 3361.27 ms [2022-04-24 15:48:24 main:574] : INFO : Epoch 1607 | loss: 0.0312005 | val_loss: 0.031201 | Time: 3290.35 ms [2022-04-24 15:48:27 main:574] : INFO : Epoch 1608 | loss: 0.0312 | val_loss: 0.031199 | Time: 2998.27 ms [2022-04-24 15:48:30 main:574] : INFO : Epoch 1609 | loss: 0.0312007 | val_loss: 0.0312012 | Time: 3105.91 ms [2022-04-24 15:48:33 main:574] : INFO : Epoch 1610 | loss: 0.0312035 | val_loss: 0.0312031 | Time: 3459.32 ms [2022-04-24 15:48:37 main:574] : INFO : Epoch 1611 | loss: 0.0312008 | val_loss: 0.0312 | Time: 3274.18 ms [2022-04-24 15:48:40 main:574] : INFO : Epoch 1612 | loss: 0.0312019 | val_loss: 0.0312001 | Time: 3168.61 ms [2022-04-24 15:48:43 main:574] : INFO : Epoch 1613 | loss: 0.0312014 | val_loss: 0.0311998 | Time: 3017.98 ms [2022-04-24 15:48:46 main:574] : INFO : Epoch 1614 | loss: 0.0312011 | val_loss: 0.0311999 | Time: 3095.29 ms [2022-04-24 15:48:50 main:574] : INFO : Epoch 1615 | loss: 0.0312008 | val_loss: 0.0312024 | Time: 3241.84 ms [2022-04-24 15:48:53 main:574] : INFO : Epoch 1616 | loss: 0.031201 | val_loss: 0.0311994 | Time: 3050.23 ms [2022-04-24 15:48:56 main:574] : INFO : Epoch 1617 | loss: 0.0312016 | val_loss: 0.0311999 | Time: 2984.51 ms [2022-04-24 15:48:59 main:574] : INFO : Epoch 1618 | loss: 0.0312017 | val_loss: 0.031207 | Time: 3119.34 ms [2022-04-24 15:49:02 main:574] : INFO : Epoch 1619 | loss: 0.0312047 | val_loss: 0.031205 | Time: 3053.7 ms [2022-04-24 15:49:05 main:574] : INFO : Epoch 1620 | loss: 0.0312013 | val_loss: 0.0311995 | Time: 3105.66 ms [2022-04-24 15:49:08 main:574] : INFO : Epoch 1621 | loss: 0.031203 | val_loss: 0.031203 | Time: 3029.7 ms [2022-04-24 15:49:12 main:574] : INFO : Epoch 1622 | loss: 0.0312019 | val_loss: 0.0311992 | Time: 3195.09 ms [2022-04-24 15:49:15 main:574] : INFO : Epoch 1623 | loss: 0.031201 | val_loss: 0.0312013 | Time: 3062.37 ms [2022-04-24 15:49:18 main:574] : INFO : Epoch 1624 | loss: 0.0312002 | val_loss: 0.0312013 | Time: 3110.69 ms [2022-04-24 15:49:21 main:574] : INFO : Epoch 1625 | loss: 0.0312005 | val_loss: 0.0311992 | Time: 3155.85 ms [2022-04-24 15:49:24 main:574] : INFO : Epoch 1626 | loss: 0.0312042 | val_loss: 0.031199 | Time: 3054.58 ms [2022-04-24 15:49:27 main:574] : INFO : Epoch 1627 | loss: 0.0312009 | val_loss: 0.0311993 | Time: 2995.99 ms [2022-04-24 15:49:30 main:574] : INFO : Epoch 1628 | loss: 0.0312005 | val_loss: 0.0312009 | Time: 3108.76 ms [2022-04-24 15:49:34 main:574] : INFO : Epoch 1629 | loss: 0.0312007 | val_loss: 0.0312007 | Time: 3030.28 ms [2022-04-24 15:49:37 main:574] : INFO : Epoch 1630 | loss: 0.0312022 | val_loss: 0.0311995 | Time: 3079.48 ms [2022-04-24 15:49:40 main:574] : INFO : Epoch 1631 | loss: 0.0312001 | val_loss: 0.0311991 | Time: 3060.46 ms [2022-04-24 15:49:43 main:574] : INFO : Epoch 1632 | loss: 0.0312009 | val_loss: 0.0312033 | Time: 3063 ms [2022-04-24 15:49:46 main:574] : INFO : Epoch 1633 | loss: 0.0312013 | val_loss: 0.0311991 | Time: 2991.62 ms [2022-04-24 15:49:49 main:574] : INFO : Epoch 1634 | loss: 0.0312 | val_loss: 0.0312041 | Time: 2975.82 ms [2022-04-24 15:49:52 main:574] : INFO : Epoch 1635 | loss: 0.0312027 | val_loss: 0.0312017 | Time: 3168.9 ms [2022-04-24 15:49:55 main:574] : INFO : Epoch 1636 | loss: 0.0312021 | val_loss: 0.0312033 | Time: 2901.65 ms [2022-04-24 15:49:58 main:574] : INFO : Epoch 1637 | loss: 0.0312025 | val_loss: 0.0311996 | Time: 3053.51 ms [2022-04-24 15:50:01 main:574] : INFO : Epoch 1638 | loss: 0.0312012 | val_loss: 0.0312003 | Time: 3045.46 ms [2022-04-24 15:50:04 main:574] : INFO : Epoch 1639 | loss: 0.0312004 | val_loss: 0.0311989 | Time: 2962.19 ms [2022-04-24 15:50:08 main:574] : INFO : Epoch 1640 | loss: 0.0312009 | val_loss: 0.0312001 | Time: 3041.1 ms [2022-04-24 15:50:11 main:574] : INFO : Epoch 1641 | loss: 0.0312001 | val_loss: 0.031199 | Time: 3068.96 ms [2022-04-24 15:50:14 main:574] : INFO : Epoch 1642 | loss: 0.0312013 | val_loss: 0.031201 | Time: 3027.34 ms [2022-04-24 15:50:17 main:574] : INFO : Epoch 1643 | loss: 0.0312018 | val_loss: 0.031199 | Time: 2960.95 ms [2022-04-24 15:50:20 main:574] : INFO : Epoch 1644 | loss: 0.0311996 | val_loss: 0.0311992 | Time: 3136.94 ms [2022-04-24 15:50:23 main:574] : INFO : Epoch 1645 | loss: 0.0311995 | val_loss: 0.0311983 | Time: 3211.2 ms [2022-04-24 15:50:26 main:574] : INFO : Epoch 1646 | loss: 0.0312008 | val_loss: 0.0312 | Time: 3052.15 ms [2022-04-24 15:50:29 main:574] : INFO : Epoch 1647 | loss: 0.0312022 | val_loss: 0.031199 | Time: 3085.63 ms [2022-04-24 15:50:33 main:574] : INFO : Epoch 1648 | loss: 0.0311997 | val_loss: 0.0311997 | Time: 3121.78 ms [2022-04-24 15:50:36 main:574] : INFO : Epoch 1649 | loss: 0.0311994 | val_loss: 0.0312021 | Time: 3006.64 ms [2022-04-24 15:50:39 main:574] : INFO : Epoch 1650 | loss: 0.0312009 | val_loss: 0.031199 | Time: 3119.93 ms [2022-04-24 15:50:42 main:574] : INFO : Epoch 1651 | loss: 0.0312008 | val_loss: 0.0312018 | Time: 3237.4 ms [2022-04-24 15:50:45 main:574] : INFO : Epoch 1652 | loss: 0.0312004 | val_loss: 0.0311985 | Time: 3195.26 ms [2022-04-24 15:50:49 main:574] : INFO : Epoch 1653 | loss: 0.0312001 | val_loss: 0.0311997 | Time: 3115.79 ms [2022-04-24 15:50:52 main:574] : INFO : Epoch 1654 | loss: 0.031204 | val_loss: 0.0311998 | Time: 3576.22 ms [2022-04-24 15:50:56 main:574] : INFO : Epoch 1655 | loss: 0.0312003 | val_loss: 0.0311991 | Time: 3299.06 ms [2022-04-24 15:50:59 main:574] : INFO : Epoch 1656 | loss: 0.0312007 | val_loss: 0.0311994 | Time: 3084.47 ms [2022-04-24 15:51:02 main:574] : INFO : Epoch 1657 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 3380.5 ms [2022-04-24 15:51:06 main:574] : INFO : Epoch 1658 | loss: 0.0312002 | val_loss: 0.0311993 | Time: 3207.91 ms [2022-04-24 15:51:09 main:574] : INFO : Epoch 1659 | loss: 0.0312012 | val_loss: 0.0311987 | Time: 3172.11 ms [2022-04-24 15:51:12 main:574] : INFO : Epoch 1660 | loss: 0.0312024 | val_loss: 0.0311984 | Time: 3364.35 ms [2022-04-24 15:51:16 main:574] : INFO : Epoch 1661 | loss: 0.0312016 | val_loss: 0.0312018 | Time: 3273.56 ms [2022-04-24 15:51:19 main:574] : INFO : Epoch 1662 | loss: 0.0312004 | val_loss: 0.031199 | Time: 3152.94 ms [2022-04-24 15:51:23 main:574] : INFO : Epoch 1663 | loss: 0.0312001 | val_loss: 0.0311985 | Time: 3362.8 ms [2022-04-24 15:51:26 main:574] : INFO : Epoch 1664 | loss: 0.0311997 | val_loss: 0.031202 | Time: 3204.86 ms [2022-04-24 15:51:29 main:574] : INFO : Epoch 1665 | loss: 0.031201 | val_loss: 0.0312017 | Time: 3092.04 ms [2022-04-24 15:51:32 main:574] : INFO : Epoch 1666 | loss: 0.0312028 | val_loss: 0.0311991 | Time: 3139.13 ms [2022-04-24 15:51:35 main:574] : INFO : Epoch 1667 | loss: 0.0312011 | val_loss: 0.0311989 | Time: 3162.89 ms [2022-04-24 15:51:39 main:574] : INFO : Epoch 1668 | loss: 0.0311993 | val_loss: 0.0311978 | Time: 3189.87 ms [2022-04-24 15:51:42 main:574] : INFO : Epoch 1669 | loss: 0.031199 | val_loss: 0.0311998 | Time: 3324.16 ms [2022-04-24 15:51:45 main:574] : INFO : Epoch 1670 | loss: 0.0311996 | val_loss: 0.0311984 | Time: 3039.51 ms [2022-04-24 15:51:48 main:574] : INFO : Epoch 1671 | loss: 0.0312001 | val_loss: 0.0311978 | Time: 3138.76 ms [2022-04-24 15:51:52 main:574] : INFO : Epoch 1672 | loss: 0.0311997 | val_loss: 0.031198 | Time: 3096.59 ms [2022-04-24 15:51:55 main:574] : INFO : Epoch 1673 | loss: 0.0312007 | val_loss: 0.0312008 | Time: 3011.23 ms [2022-04-24 15:51:58 main:574] : INFO : Epoch 1674 | loss: 0.0312012 | val_loss: 0.031199 | Time: 3005.75 ms [2022-04-24 15:52:01 main:574] : INFO : Epoch 1675 | loss: 0.0312007 | val_loss: 0.0311987 | Time: 3123.63 ms [2022-04-24 15:52:04 main:574] : INFO : Epoch 1676 | loss: 0.0312008 | val_loss: 0.0312038 | Time: 3285.18 ms [2022-04-24 15:52:07 main:574] : INFO : Epoch 1677 | loss: 0.0312029 | val_loss: 0.0311999 | Time: 3041.25 ms [2022-04-24 15:52:11 main:574] : INFO : Epoch 1678 | loss: 0.0312037 | val_loss: 0.0311983 | Time: 3058.26 ms [2022-04-24 15:52:14 main:574] : INFO : Epoch 1679 | loss: 0.0312007 | val_loss: 0.0311983 | Time: 3062.17 ms [2022-04-24 15:52:17 main:574] : INFO : Epoch 1680 | loss: 0.0312006 | val_loss: 0.0312004 | Time: 3038.47 ms [2022-04-24 15:52:20 main:574] : INFO : Epoch 1681 | loss: 0.031199 | val_loss: 0.0311979 | Time: 2952.54 ms [2022-04-24 15:52:23 main:574] : INFO : Epoch 1682 | loss: 0.0311995 | val_loss: 0.031198 | Time: 3209.35 ms [2022-04-24 15:52:26 main:574] : INFO : Epoch 1683 | loss: 0.0312036 | val_loss: 0.0312041 | Time: 2983.54 ms [2022-04-24 15:52:29 main:574] : INFO : Epoch 1684 | loss: 0.0312007 | val_loss: 0.0311982 | Time: 3053.71 ms [2022-04-24 15:52:32 main:574] : INFO : Epoch 1685 | loss: 0.0312005 | val_loss: 0.0311976 | Time: 3139.7 ms [2022-04-24 15:52:36 main:574] : INFO : Epoch 1686 | loss: 0.0311998 | val_loss: 0.0311984 | Time: 3043.01 ms [2022-04-24 15:52:39 main:574] : INFO : Epoch 1687 | loss: 0.0312007 | val_loss: 0.031198 | Time: 2973.95 ms [2022-04-24 15:52:42 main:574] : INFO : Epoch 1688 | loss: 0.0312006 | val_loss: 0.0311985 | Time: 3054.09 ms [2022-04-24 15:52:45 main:574] : INFO : Epoch 1689 | loss: 0.0311996 | val_loss: 0.0311994 | Time: 3088.35 ms [2022-04-24 15:52:48 main:574] : INFO : Epoch 1690 | loss: 0.0312001 | val_loss: 0.0312021 | Time: 3003.93 ms [2022-04-24 15:52:51 main:574] : INFO : Epoch 1691 | loss: 0.0312003 | val_loss: 0.0311992 | Time: 3081.18 ms [2022-04-24 15:52:54 main:574] : INFO : Epoch 1692 | loss: 0.0312027 | val_loss: 0.0312015 | Time: 3114.49 ms [2022-04-24 15:52:57 main:574] : INFO : Epoch 1693 | loss: 0.0312024 | val_loss: 0.0311998 | Time: 2983.91 ms [2022-04-24 15:53:00 main:574] : INFO : Epoch 1694 | loss: 0.0312021 | val_loss: 0.031199 | Time: 3153.25 ms [2022-04-24 15:53:04 main:574] : INFO : Epoch 1695 | loss: 0.0312019 | val_loss: 0.0312025 | Time: 3232.29 ms [2022-04-24 15:53:07 main:574] : INFO : Epoch 1696 | loss: 0.0312021 | val_loss: 0.0311993 | Time: 2955.78 ms [2022-04-24 15:53:10 main:574] : INFO : Epoch 1697 | loss: 0.031199 | val_loss: 0.031198 | Time: 3001.57 ms [2022-04-24 15:53:13 main:574] : INFO : Epoch 1698 | loss: 0.0312023 | val_loss: 0.0311994 | Time: 3099.75 ms [2022-04-24 15:53:16 main:574] : INFO : Epoch 1699 | loss: 0.0312009 | val_loss: 0.0312008 | Time: 3147.85 ms [2022-04-24 15:53:19 main:574] : INFO : Epoch 1700 | loss: 0.0311999 | val_loss: 0.0311987 | Time: 3014.11 ms [2022-04-24 15:53:22 main:574] : INFO : Epoch 1701 | loss: 0.0311987 | val_loss: 0.0312004 | Time: 3034.99 ms [2022-04-24 15:53:26 main:574] : INFO : Epoch 1702 | loss: 0.0311992 | val_loss: 0.0311978 | Time: 3053.96 ms [2022-04-24 15:53:29 main:574] : INFO : Epoch 1703 | loss: 0.0311986 | val_loss: 0.0311972 | Time: 3000.84 ms [2022-04-24 15:53:32 main:574] : INFO : Epoch 1704 | loss: 0.0312018 | val_loss: 0.0312008 | Time: 3038.64 ms [2022-04-24 15:53:35 main:574] : INFO : Epoch 1705 | loss: 0.0312006 | val_loss: 0.0312005 | Time: 3204.88 ms [2022-04-24 15:53:38 main:574] : INFO : Epoch 1706 | loss: 0.0311989 | val_loss: 0.0311975 | Time: 2978.77 ms [2022-04-24 15:53:41 main:574] : INFO : Epoch 1707 | loss: 0.0312003 | val_loss: 0.0312061 | Time: 2947.88 ms [2022-04-24 15:53:44 main:574] : INFO : Epoch 1708 | loss: 0.0312022 | val_loss: 0.0311999 | Time: 3182.22 ms [2022-04-24 15:53:47 main:574] : INFO : Epoch 1709 | loss: 0.0312007 | val_loss: 0.0311978 | Time: 3035.05 ms [2022-04-24 15:53:50 main:574] : INFO : Epoch 1710 | loss: 0.0311985 | val_loss: 0.0312005 | Time: 3054.14 ms [2022-04-24 15:53:54 main:574] : INFO : Epoch 1711 | loss: 0.0312 | val_loss: 0.0311977 | Time: 3103.58 ms [2022-04-24 15:53:57 main:574] : INFO : Epoch 1712 | loss: 0.0311997 | val_loss: 0.0311983 | Time: 3076.02 ms [2022-04-24 15:54:00 main:574] : INFO : Epoch 1713 | loss: 0.0312007 | val_loss: 0.0311978 | Time: 3025.55 ms [2022-04-24 15:54:03 main:574] : INFO : Epoch 1714 | loss: 0.0312014 | val_loss: 0.0311985 | Time: 3071.16 ms [2022-04-24 15:54:07 main:574] : INFO : Epoch 1715 | loss: 0.0311984 | val_loss: 0.0311973 | Time: 3142.06 ms [2022-04-24 15:54:10 main:574] : INFO : Epoch 1716 | loss: 0.0311986 | val_loss: 0.0311969 | Time: 3060.06 ms [2022-04-24 15:54:13 main:574] : INFO : Epoch 1717 | loss: 0.0312045 | val_loss: 0.0311996 | Time: 3022.41 ms [2022-04-24 15:54:16 main:574] : INFO : Epoch 1718 | loss: 0.0312071 | val_loss: 0.0312043 | Time: 2978.54 ms [2022-04-24 15:54:19 main:574] : INFO : Epoch 1719 | loss: 0.0312 | val_loss: 0.0311978 | Time: 2961.54 ms [2022-04-24 15:54:22 main:574] : INFO : Epoch 1720 | loss: 0.031199 | val_loss: 0.0311976 | Time: 3049.07 ms [2022-04-24 15:54:25 main:574] : INFO : Epoch 1721 | loss: 0.0311994 | val_loss: 0.0311981 | Time: 3181.91 ms [2022-04-24 15:54:28 main:574] : INFO : Epoch 1722 | loss: 0.0312012 | val_loss: 0.0312015 | Time: 2962.69 ms [2022-04-24 15:54:32 main:574] : INFO : Epoch 1723 | loss: 0.0312019 | val_loss: 0.0312005 | Time: 3103.72 ms [2022-04-24 15:54:35 main:574] : INFO : Epoch 1724 | loss: 0.0312005 | val_loss: 0.0311985 | Time: 3206.44 ms [2022-04-24 15:54:38 main:574] : INFO : Epoch 1725 | loss: 0.0311993 | val_loss: 0.0311967 | Time: 2974.49 ms [2022-04-24 15:54:41 main:574] : INFO : Epoch 1726 | loss: 0.0311994 | val_loss: 0.0312073 | Time: 3025.75 ms [2022-04-24 15:54:44 main:574] : INFO : Epoch 1727 | loss: 0.0312004 | val_loss: 0.0311974 | Time: 3136.35 ms [2022-04-24 15:54:47 main:574] : INFO : Epoch 1728 | loss: 0.0311991 | val_loss: 0.0311981 | Time: 3027.51 ms [2022-04-24 15:54:50 main:574] : INFO : Epoch 1729 | loss: 0.0312001 | val_loss: 0.0311972 | Time: 3095.12 ms [2022-04-24 15:54:54 main:574] : INFO : Epoch 1730 | loss: 0.0312002 | val_loss: 0.0311994 | Time: 3066.92 ms [2022-04-24 15:54:57 main:574] : INFO : Epoch 1731 | loss: 0.0311997 | val_loss: 0.0311967 | Time: 3093.28 ms [2022-04-24 15:55:00 main:574] : INFO : Epoch 1732 | loss: 0.0311984 | val_loss: 0.0311988 | Time: 3107.43 ms [2022-04-24 15:55:03 main:574] : INFO : Epoch 1733 | loss: 0.0311982 | val_loss: 0.031197 | Time: 3061.67 ms [2022-04-24 15:55:06 main:574] : INFO : Epoch 1734 | loss: 0.0311985 | val_loss: 0.0311983 | Time: 3102.95 ms [2022-04-24 15:55:09 main:574] : INFO : Epoch 1735 | loss: 0.0311984 | val_loss: 0.0311964 | Time: 2929.93 ms [2022-04-24 15:55:12 main:574] : INFO : Epoch 1736 | loss: 0.0312018 | val_loss: 0.0312016 | Time: 3059.6 ms [2022-04-24 15:55:16 main:574] : INFO : Epoch 1737 | loss: 0.0312 | val_loss: 0.0311986 | Time: 3183.27 ms [2022-04-24 15:55:19 main:574] : INFO : Epoch 1738 | loss: 0.0312013 | val_loss: 0.0312032 | Time: 3069.71 ms [2022-04-24 15:55:22 main:574] : INFO : Epoch 1739 | loss: 0.0312073 | val_loss: 0.0311982 | Time: 3090.88 ms [2022-04-24 15:55:25 main:574] : INFO : Epoch 1740 | loss: 0.0311992 | val_loss: 0.0311968 | Time: 3199.9 ms [2022-04-24 15:55:29 main:574] : INFO : Epoch 1741 | loss: 0.0311994 | val_loss: 0.0311964 | Time: 3123.54 ms [2022-04-24 15:55:32 main:574] : INFO : Epoch 1742 | loss: 0.0311973 | val_loss: 0.0311998 | Time: 3006.82 ms [2022-04-24 15:55:35 main:574] : INFO : Epoch 1743 | loss: 0.0312003 | val_loss: 0.0311974 | Time: 3026.97 ms [2022-04-24 15:55:38 main:574] : INFO : Epoch 1744 | loss: 0.0311995 | val_loss: 0.0312063 | Time: 3242.02 ms [2022-04-24 15:55:41 main:574] : INFO : Epoch 1745 | loss: 0.0312028 | val_loss: 0.0312071 | Time: 2900.11 ms [2022-04-24 15:55:44 main:574] : INFO : Epoch 1746 | loss: 0.0312023 | val_loss: 0.031198 | Time: 3008.49 ms [2022-04-24 15:55:47 main:574] : INFO : Epoch 1747 | loss: 0.0311994 | val_loss: 0.0311995 | Time: 3058.95 ms [2022-04-24 15:55:50 main:574] : INFO : Epoch 1748 | loss: 0.0312004 | val_loss: 0.0311967 | Time: 2961.66 ms [2022-04-24 15:55:53 main:574] : INFO : Epoch 1749 | loss: 0.0312002 | val_loss: 0.0312033 | Time: 3019.46 ms [2022-04-24 15:55:56 main:574] : INFO : Epoch 1750 | loss: 0.0312001 | val_loss: 0.0311971 | Time: 3129 ms [2022-04-24 15:55:59 main:574] : INFO : Epoch 1751 | loss: 0.0311976 | val_loss: 0.0311961 | Time: 2974.9 ms [2022-04-24 15:56:03 main:574] : INFO : Epoch 1752 | loss: 0.0311989 | val_loss: 0.0311988 | Time: 3068.86 ms [2022-04-24 15:56:06 main:574] : INFO : Epoch 1753 | loss: 0.0312021 | val_loss: 0.031197 | Time: 3065.85 ms [2022-04-24 15:56:09 main:574] : INFO : Epoch 1754 | loss: 0.0311982 | val_loss: 0.0311962 | Time: 3037.25 ms [2022-04-24 15:56:12 main:574] : INFO : Epoch 1755 | loss: 0.0312017 | val_loss: 0.0311973 | Time: 2942.28 ms [2022-04-24 15:56:15 main:574] : INFO : Epoch 1756 | loss: 0.031203 | val_loss: 0.0312045 | Time: 3028.22 ms [2022-04-24 15:56:18 main:574] : INFO : Epoch 1757 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 3121.94 ms [2022-04-24 15:56:21 main:574] : INFO : Epoch 1758 | loss: 0.0312008 | val_loss: 0.0312024 | Time: 2978.58 ms [2022-04-24 15:56:24 main:574] : INFO : Epoch 1759 | loss: 0.0311987 | val_loss: 0.0311981 | Time: 3098.62 ms [2022-04-24 15:56:28 main:574] : INFO : Epoch 1760 | loss: 0.0312016 | val_loss: 0.031213 | Time: 3161.77 ms [2022-04-24 15:56:31 main:574] : INFO : Epoch 1761 | loss: 0.0312014 | val_loss: 0.0311978 | Time: 3079.26 ms [2022-04-24 15:56:34 main:574] : INFO : Epoch 1762 | loss: 0.0311986 | val_loss: 0.0311965 | Time: 3050.82 ms [2022-04-24 15:56:37 main:574] : INFO : Epoch 1763 | loss: 0.031198 | val_loss: 0.0311999 | Time: 3169.79 ms [2022-04-24 15:56:40 main:574] : INFO : Epoch 1764 | loss: 0.0311987 | val_loss: 0.0311965 | Time: 2985.64 ms [2022-04-24 15:56:43 main:574] : INFO : Epoch 1765 | loss: 0.0311966 | val_loss: 0.0311974 | Time: 3064.19 ms [2022-04-24 15:56:46 main:574] : INFO : Epoch 1766 | loss: 0.0311971 | val_loss: 0.031196 | Time: 3170.68 ms [2022-04-24 15:56:50 main:574] : INFO : Epoch 1767 | loss: 0.0311981 | val_loss: 0.0312067 | Time: 3206.3 ms [2022-04-24 15:56:53 main:574] : INFO : Epoch 1768 | loss: 0.0312016 | val_loss: 0.0312057 | Time: 2992.09 ms [2022-04-24 15:56:56 main:574] : INFO : Epoch 1769 | loss: 0.0312033 | val_loss: 0.0311978 | Time: 3057.42 ms [2022-04-24 15:56:59 main:574] : INFO : Epoch 1770 | loss: 0.0311979 | val_loss: 0.0312003 | Time: 3120.47 ms [2022-04-24 15:57:02 main:574] : INFO : Epoch 1771 | loss: 0.0311983 | val_loss: 0.0311971 | Time: 3065.1 ms [2022-04-24 15:57:06 main:574] : INFO : Epoch 1772 | loss: 0.0311982 | val_loss: 0.0312013 | Time: 3171.6 ms [2022-04-24 15:57:09 main:574] : INFO : Epoch 1773 | loss: 0.0312007 | val_loss: 0.0311967 | Time: 3110.26 ms [2022-04-24 15:57:12 main:574] : INFO : Epoch 1774 | loss: 0.0311991 | val_loss: 0.0311997 | Time: 2894.59 ms [2022-04-24 15:57:15 main:574] : INFO : Epoch 1775 | loss: 0.0311977 | val_loss: 0.0311967 | Time: 2937.74 ms [2022-04-24 15:57:18 main:574] : INFO : Epoch 1776 | loss: 0.0311982 | val_loss: 0.0311977 | Time: 3114.34 ms [2022-04-24 15:57:21 main:574] : INFO : Epoch 1777 | loss: 0.0311974 | val_loss: 0.0311953 | Time: 3017.82 ms [2022-04-24 15:57:24 main:574] : INFO : Epoch 1778 | loss: 0.0311976 | val_loss: 0.0311997 | Time: 3137.48 ms [2022-04-24 15:57:27 main:574] : INFO : Epoch 1779 | loss: 0.0311987 | val_loss: 0.0311954 | Time: 3154.87 ms [2022-04-24 15:57:31 main:574] : INFO : Epoch 1780 | loss: 0.031198 | val_loss: 0.0311954 | Time: 3001.11 ms [2022-04-24 15:57:34 main:574] : INFO : Epoch 1781 | loss: 0.0311962 | val_loss: 0.0311951 | Time: 3028.43 ms [2022-04-24 15:57:37 main:574] : INFO : Epoch 1782 | loss: 0.0311973 | val_loss: 0.0312038 | Time: 3346.55 ms [2022-04-24 15:57:40 main:574] : INFO : Epoch 1783 | loss: 0.0311984 | val_loss: 0.0311955 | Time: 3097.1 ms [2022-04-24 15:57:43 main:574] : INFO : Epoch 1784 | loss: 0.031199 | val_loss: 0.0311981 | Time: 3018.17 ms [2022-04-24 15:57:46 main:574] : INFO : Epoch 1785 | loss: 0.0311975 | val_loss: 0.0311958 | Time: 3043.82 ms [2022-04-24 15:57:50 main:574] : INFO : Epoch 1786 | loss: 0.0311967 | val_loss: 0.0311955 | Time: 3044.13 ms [2022-04-24 15:57:53 main:574] : INFO : Epoch 1787 | loss: 0.0311967 | val_loss: 0.0311957 | Time: 3141.43 ms [2022-04-24 15:57:56 main:574] : INFO : Epoch 1788 | loss: 0.0311964 | val_loss: 0.0311951 | Time: 3116.47 ms [2022-04-24 15:57:59 main:574] : INFO : Epoch 1789 | loss: 0.0311958 | val_loss: 0.0311959 | Time: 3165.32 ms [2022-04-24 15:58:02 main:574] : INFO : Epoch 1790 | loss: 0.0311969 | val_loss: 0.0311993 | Time: 3058.57 ms [2022-04-24 15:58:05 main:574] : INFO : Epoch 1791 | loss: 0.0311976 | val_loss: 0.0311958 | Time: 2963.79 ms [2022-04-24 15:58:09 main:574] : INFO : Epoch 1792 | loss: 0.0311979 | val_loss: 0.0311966 | Time: 3207.69 ms [2022-04-24 15:58:12 main:574] : INFO : Epoch 1793 | loss: 0.0311987 | val_loss: 0.0312016 | Time: 3028.33 ms [2022-04-24 15:58:15 main:574] : INFO : Epoch 1794 | loss: 0.0311982 | val_loss: 0.0311967 | Time: 3014.54 ms [2022-04-24 15:58:18 main:574] : INFO : Epoch 1795 | loss: 0.031196 | val_loss: 0.0311957 | Time: 3157.35 ms [2022-04-24 15:58:21 main:574] : INFO : Epoch 1796 | loss: 0.0311956 | val_loss: 0.0311969 | Time: 3014.72 ms [2022-04-24 15:58:25 main:574] : INFO : Epoch 1797 | loss: 0.0311978 | val_loss: 0.031195 | Time: 2941.74 ms [2022-04-24 15:58:28 main:574] : INFO : Epoch 1798 | loss: 0.0311991 | val_loss: 0.0311992 | Time: 3085.06 ms [2022-04-24 15:58:31 main:574] : INFO : Epoch 1799 | loss: 0.0311958 | val_loss: 0.0311949 | Time: 3058.42 ms [2022-04-24 15:58:34 main:574] : INFO : Epoch 1800 | loss: 0.0311968 | val_loss: 0.0311972 | Time: 2990.03 ms [2022-04-24 15:58:37 main:574] : INFO : Epoch 1801 | loss: 0.0311985 | val_loss: 0.0311998 | Time: 3154.21 ms [2022-04-24 15:58:40 main:574] : INFO : Epoch 1802 | loss: 0.0311972 | val_loss: 0.0311991 | Time: 3100.55 ms [2022-04-24 15:58:43 main:574] : INFO : Epoch 1803 | loss: 0.0312002 | val_loss: 0.0312011 | Time: 3005.76 ms [2022-04-24 15:58:46 main:574] : INFO : Epoch 1804 | loss: 0.0311982 | val_loss: 0.0311949 | Time: 3081.75 ms [2022-04-24 15:58:50 main:574] : INFO : Epoch 1805 | loss: 0.031197 | val_loss: 0.0311944 | Time: 3134.21 ms [2022-04-24 15:58:53 main:574] : INFO : Epoch 1806 | loss: 0.0311956 | val_loss: 0.0311969 | Time: 3112.09 ms [2022-04-24 15:58:56 main:574] : INFO : Epoch 1807 | loss: 0.0311966 | val_loss: 0.0311962 | Time: 2967.38 ms [2022-04-24 15:58:59 main:574] : INFO : Epoch 1808 | loss: 0.0311983 | val_loss: 0.031194 | Time: 3096.17 ms [2022-04-24 15:59:02 main:574] : INFO : Epoch 1809 | loss: 0.0311955 | val_loss: 0.031194 | Time: 3068.36 ms [2022-04-24 15:59:05 main:574] : INFO : Epoch 1810 | loss: 0.0311955 | val_loss: 0.0311937 | Time: 3003.11 ms [2022-04-24 15:59:08 main:574] : INFO : Epoch 1811 | loss: 0.0311953 | val_loss: 0.0311939 | Time: 3174.77 ms [2022-04-24 15:59:12 main:574] : INFO : Epoch 1812 | loss: 0.0311951 | val_loss: 0.0311962 | Time: 3034.19 ms [2022-04-24 15:59:15 main:574] : INFO : Epoch 1813 | loss: 0.0311955 | val_loss: 0.0311935 | Time: 3015.33 ms [2022-04-24 15:59:18 main:574] : INFO : Epoch 1814 | loss: 0.0311976 | val_loss: 0.0311939 | Time: 3007.05 ms [2022-04-24 15:59:21 main:574] : INFO : Epoch 1815 | loss: 0.0311987 | val_loss: 0.0311944 | Time: 3056.72 ms [2022-04-24 15:59:24 main:574] : INFO : Epoch 1816 | loss: 0.0311959 | val_loss: 0.0311985 | Time: 2973.49 ms [2022-04-24 15:59:27 main:574] : INFO : Epoch 1817 | loss: 0.0311989 | val_loss: 0.0311958 | Time: 3063.93 ms [2022-04-24 15:59:30 main:574] : INFO : Epoch 1818 | loss: 0.0311966 | val_loss: 0.0311964 | Time: 3143.76 ms [2022-04-24 15:59:33 main:574] : INFO : Epoch 1819 | loss: 0.0311984 | val_loss: 0.0311945 | Time: 3029.58 ms [2022-04-24 15:59:36 main:574] : INFO : Epoch 1820 | loss: 0.0311999 | val_loss: 0.0311945 | Time: 3054.85 ms [2022-04-24 15:59:40 main:574] : INFO : Epoch 1821 | loss: 0.0311953 | val_loss: 0.0311947 | Time: 3133.31 ms [2022-04-24 15:59:43 main:574] : INFO : Epoch 1822 | loss: 0.031198 | val_loss: 0.0311997 | Time: 3034.84 ms [2022-04-24 15:59:46 main:574] : INFO : Epoch 1823 | loss: 0.0311969 | val_loss: 0.0312003 | Time: 2962.29 ms [2022-04-24 15:59:49 main:574] : INFO : Epoch 1824 | loss: 0.0311971 | val_loss: 0.0311945 | Time: 3016.95 ms [2022-04-24 15:59:52 main:574] : INFO : Epoch 1825 | loss: 0.0311956 | val_loss: 0.0311936 | Time: 3070.99 ms [2022-04-24 15:59:55 main:574] : INFO : Epoch 1826 | loss: 0.031199 | val_loss: 0.0312018 | Time: 2948.09 ms [2022-04-24 15:59:58 main:574] : INFO : Epoch 1827 | loss: 0.0312013 | val_loss: 0.0311952 | Time: 3233.85 ms [2022-04-24 16:00:02 main:574] : INFO : Epoch 1828 | loss: 0.031199 | val_loss: 0.0311981 | Time: 3212.43 ms [2022-04-24 16:00:05 main:574] : INFO : Epoch 1829 | loss: 0.031196 | val_loss: 0.0311942 | Time: 3029.97 ms [2022-04-24 16:00:08 main:574] : INFO : Epoch 1830 | loss: 0.031195 | val_loss: 0.0311953 | Time: 3125.07 ms [2022-04-24 16:00:11 main:574] : INFO : Epoch 1831 | loss: 0.0311975 | val_loss: 0.0311933 | Time: 3063.57 ms [2022-04-24 16:00:14 main:574] : INFO : Epoch 1832 | loss: 0.031196 | val_loss: 0.0311933 | Time: 2901.56 ms [2022-04-24 16:00:17 main:574] : INFO : Epoch 1833 | loss: 0.0311975 | val_loss: 0.0311961 | Time: 3112.01 ms [2022-04-24 16:00:20 main:574] : INFO : Epoch 1834 | loss: 0.0311962 | val_loss: 0.0311936 | Time: 3156.38 ms [2022-04-24 16:00:23 main:574] : INFO : Epoch 1835 | loss: 0.0311962 | val_loss: 0.0311978 | Time: 3023.6 ms [2022-04-24 16:00:27 main:574] : INFO : Epoch 1836 | loss: 0.0311964 | val_loss: 0.0311937 | Time: 3020.03 ms [2022-04-24 16:00:30 main:574] : INFO : Epoch 1837 | loss: 0.0311968 | val_loss: 0.0311954 | Time: 3226.2 ms [2022-04-24 16:00:33 main:574] : INFO : Epoch 1838 | loss: 0.0311976 | val_loss: 0.0311942 | Time: 3160.49 ms [2022-04-24 16:00:36 main:574] : INFO : Epoch 1839 | loss: 0.0311979 | val_loss: 0.031197 | Time: 3010.73 ms [2022-04-24 16:00:40 main:574] : INFO : Epoch 1840 | loss: 0.0311989 | val_loss: 0.0311963 | Time: 3124.64 ms [2022-04-24 16:00:43 main:574] : INFO : Epoch 1841 | loss: 0.0311975 | val_loss: 0.0311932 | Time: 3076 ms [2022-04-24 16:00:46 main:574] : INFO : Epoch 1842 | loss: 0.0311958 | val_loss: 0.031194 | Time: 3004.37 ms [2022-04-24 16:00:49 main:574] : INFO : Epoch 1843 | loss: 0.0311954 | val_loss: 0.0311932 | Time: 3167.91 ms [2022-04-24 16:00:52 main:574] : INFO : Epoch 1844 | loss: 0.0311945 | val_loss: 0.0311936 | Time: 3134.99 ms [2022-04-24 16:00:55 main:574] : INFO : Epoch 1845 | loss: 0.0311958 | val_loss: 0.0311937 | Time: 3025.97 ms [2022-04-24 16:00:58 main:574] : INFO : Epoch 1846 | loss: 0.031196 | val_loss: 0.031194 | Time: 3008.48 ms [2022-04-24 16:01:02 main:574] : INFO : Epoch 1847 | loss: 0.0311955 | val_loss: 0.0311981 | Time: 3188.9 ms [2022-04-24 16:01:05 main:574] : INFO : Epoch 1848 | loss: 0.0312013 | val_loss: 0.0312107 | Time: 3000.42 ms [2022-04-24 16:01:08 main:574] : INFO : Epoch 1849 | loss: 0.0312056 | val_loss: 0.0311961 | Time: 2996.63 ms [2022-04-24 16:01:11 main:574] : INFO : Epoch 1850 | loss: 0.0311983 | val_loss: 0.0311974 | Time: 3111.89 ms [2022-04-24 16:01:14 main:574] : INFO : Epoch 1851 | loss: 0.0311963 | val_loss: 0.0311946 | Time: 2987.99 ms [2022-04-24 16:01:17 main:574] : INFO : Epoch 1852 | loss: 0.0311956 | val_loss: 0.0311951 | Time: 2900.13 ms [2022-04-24 16:01:20 main:574] : INFO : Epoch 1853 | loss: 0.0311988 | val_loss: 0.0311985 | Time: 3094.68 ms [2022-04-24 16:01:23 main:574] : INFO : Epoch 1854 | loss: 0.0311977 | val_loss: 0.0311944 | Time: 3037.69 ms [2022-04-24 16:01:26 main:574] : INFO : Epoch 1855 | loss: 0.0311973 | val_loss: 0.0311934 | Time: 2958.19 ms [2022-04-24 16:01:29 main:574] : INFO : Epoch 1856 | loss: 0.0311949 | val_loss: 0.031194 | Time: 2970.83 ms [2022-04-24 16:01:33 main:574] : INFO : Epoch 1857 | loss: 0.0311948 | val_loss: 0.0311928 | Time: 3157.39 ms [2022-04-24 16:01:36 main:574] : INFO : Epoch 1858 | loss: 0.0311955 | val_loss: 0.0311942 | Time: 2989.35 ms [2022-04-24 16:01:39 main:574] : INFO : Epoch 1859 | loss: 0.0311963 | val_loss: 0.0311933 | Time: 2965.21 ms [2022-04-24 16:01:42 main:574] : INFO : Epoch 1860 | loss: 0.0311944 | val_loss: 0.0311941 | Time: 3184.49 ms [2022-04-24 16:01:45 main:574] : INFO : Epoch 1861 | loss: 0.031194 | val_loss: 0.0311932 | Time: 3068.19 ms [2022-04-24 16:01:48 main:574] : INFO : Epoch 1862 | loss: 0.0311952 | val_loss: 0.0311932 | Time: 3020.91 ms [2022-04-24 16:01:51 main:574] : INFO : Epoch 1863 | loss: 0.0311965 | val_loss: 0.0312003 | Time: 3354.09 ms [2022-04-24 16:01:54 main:574] : INFO : Epoch 1864 | loss: 0.0311981 | val_loss: 0.031195 | Time: 3028.94 ms [2022-04-24 16:01:58 main:574] : INFO : Epoch 1865 | loss: 0.0311951 | val_loss: 0.0311948 | Time: 3006.24 ms [2022-04-24 16:02:01 main:574] : INFO : Epoch 1866 | loss: 0.0311959 | val_loss: 0.0311937 | Time: 3110.67 ms [2022-04-24 16:02:04 main:574] : INFO : Epoch 1867 | loss: 0.0311949 | val_loss: 0.0311943 | Time: 3121.36 ms [2022-04-24 16:02:07 main:574] : INFO : Epoch 1868 | loss: 0.0311942 | val_loss: 0.0311962 | Time: 3015.33 ms [2022-04-24 16:02:10 main:574] : INFO : Epoch 1869 | loss: 0.0311975 | val_loss: 0.0312085 | Time: 3084.12 ms [2022-04-24 16:02:13 main:574] : INFO : Epoch 1870 | loss: 0.0312056 | val_loss: 0.0312058 | Time: 3094.99 ms [2022-04-24 16:02:16 main:574] : INFO : Epoch 1871 | loss: 0.0311991 | val_loss: 0.0311961 | Time: 2972.46 ms [2022-04-24 16:02:19 main:574] : INFO : Epoch 1872 | loss: 0.0312023 | val_loss: 0.0311945 | Time: 3061.66 ms [2022-04-24 16:02:23 main:574] : INFO : Epoch 1873 | loss: 0.0311956 | val_loss: 0.0311946 | Time: 3176.25 ms [2022-04-24 16:02:26 main:574] : INFO : Epoch 1874 | loss: 0.0311953 | val_loss: 0.0311933 | Time: 3089.2 ms [2022-04-24 16:02:29 main:574] : INFO : Epoch 1875 | loss: 0.0311937 | val_loss: 0.0311927 | Time: 3057.83 ms [2022-04-24 16:02:32 main:574] : INFO : Epoch 1876 | loss: 0.0311948 | val_loss: 0.0312001 | Time: 3265.61 ms [2022-04-24 16:02:35 main:574] : INFO : Epoch 1877 | loss: 0.031198 | val_loss: 0.0311966 | Time: 3077.14 ms [2022-04-24 16:02:38 main:574] : INFO : Epoch 1878 | loss: 0.0311959 | val_loss: 0.0311951 | Time: 3074.17 ms [2022-04-24 16:02:41 main:574] : INFO : Epoch 1879 | loss: 0.0311929 | val_loss: 0.0311955 | Time: 2974.5 ms [2022-04-24 16:02:45 main:574] : INFO : Epoch 1880 | loss: 0.0311934 | val_loss: 0.0311925 | Time: 3141.32 ms [2022-04-24 16:02:48 main:574] : INFO : Epoch 1881 | loss: 0.031193 | val_loss: 0.0311932 | Time: 3022.4 ms [2022-04-24 16:02:51 main:574] : INFO : Epoch 1882 | loss: 0.0311938 | val_loss: 0.0311937 | Time: 3106.33 ms [2022-04-24 16:02:54 main:574] : INFO : Epoch 1883 | loss: 0.0311947 | val_loss: 0.0311924 | Time: 3223.88 ms [2022-04-24 16:02:57 main:574] : INFO : Epoch 1884 | loss: 0.0311929 | val_loss: 0.0311926 | Time: 2953.58 ms [2022-04-24 16:03:00 main:574] : INFO : Epoch 1885 | loss: 0.0311933 | val_loss: 0.0311927 | Time: 3010.83 ms [2022-04-24 16:03:04 main:574] : INFO : Epoch 1886 | loss: 0.0311939 | val_loss: 0.0311929 | Time: 3257.3 ms [2022-04-24 16:03:07 main:574] : INFO : Epoch 1887 | loss: 0.0311931 | val_loss: 0.0311949 | Time: 2988.38 ms [2022-04-24 16:03:10 main:574] : INFO : Epoch 1888 | loss: 0.0311937 | val_loss: 0.0311921 | Time: 2997.46 ms [2022-04-24 16:03:13 main:574] : INFO : Epoch 1889 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 3150.04 ms [2022-04-24 16:03:16 main:574] : INFO : Epoch 1890 | loss: 0.0311942 | val_loss: 0.0311925 | Time: 2991.55 ms [2022-04-24 16:03:19 main:574] : INFO : Epoch 1891 | loss: 0.0311929 | val_loss: 0.0311936 | Time: 2998.86 ms [2022-04-24 16:03:22 main:574] : INFO : Epoch 1892 | loss: 0.0311964 | val_loss: 0.0311926 | Time: 3028.62 ms [2022-04-24 16:03:25 main:574] : INFO : Epoch 1893 | loss: 0.0311931 | val_loss: 0.0311924 | Time: 3066.26 ms [2022-04-24 16:03:28 main:574] : INFO : Epoch 1894 | loss: 0.0311973 | val_loss: 0.0312035 | Time: 2900.44 ms [2022-04-24 16:03:31 main:574] : INFO : Epoch 1895 | loss: 0.0311953 | val_loss: 0.0311974 | Time: 3011.76 ms [2022-04-24 16:03:35 main:574] : INFO : Epoch 1896 | loss: 0.0311946 | val_loss: 0.0311937 | Time: 3156.27 ms [2022-04-24 16:03:38 main:574] : INFO : Epoch 1897 | loss: 0.0311969 | val_loss: 0.0311921 | Time: 3028.65 ms [2022-04-24 16:03:41 main:574] : INFO : Epoch 1898 | loss: 0.0311939 | val_loss: 0.0311919 | Time: 3049.97 ms [2022-04-24 16:03:44 main:574] : INFO : Epoch 1899 | loss: 0.0311932 | val_loss: 0.031192 | Time: 3202.6 ms [2022-04-24 16:03:47 main:574] : INFO : Epoch 1900 | loss: 0.0311972 | val_loss: 0.0311921 | Time: 2931.49 ms [2022-04-24 16:03:50 main:574] : INFO : Epoch 1901 | loss: 0.0311935 | val_loss: 0.0311921 | Time: 3060.82 ms [2022-04-24 16:03:53 main:574] : INFO : Epoch 1902 | loss: 0.0311938 | val_loss: 0.0311925 | Time: 3266.94 ms [2022-04-24 16:03:57 main:574] : INFO : Epoch 1903 | loss: 0.0311942 | val_loss: 0.031196 | Time: 3046.09 ms [2022-04-24 16:04:00 main:574] : INFO : Epoch 1904 | loss: 0.0311971 | val_loss: 0.0311972 | Time: 3015.37 ms [2022-04-24 16:04:03 main:574] : INFO : Epoch 1905 | loss: 0.0311978 | val_loss: 0.031196 | Time: 3184 ms [2022-04-24 16:04:06 main:574] : INFO : Epoch 1906 | loss: 0.0311974 | val_loss: 0.0311934 | Time: 3146.56 ms [2022-04-24 16:04:09 main:574] : INFO : Epoch 1907 | loss: 0.0311989 | val_loss: 0.0311962 | Time: 3014.66 ms [2022-04-24 16:04:12 main:574] : INFO : Epoch 1908 | loss: 0.0311949 | val_loss: 0.0311919 | Time: 3130.34 ms [2022-04-24 16:04:16 main:574] : INFO : Epoch 1909 | loss: 0.0311934 | val_loss: 0.0311959 | Time: 3056.46 ms [2022-04-24 16:04:19 main:574] : INFO : Epoch 1910 | loss: 0.0311955 | val_loss: 0.0311962 | Time: 3055.12 ms [2022-04-24 16:04:22 main:574] : INFO : Epoch 1911 | loss: 0.0311933 | val_loss: 0.0311939 | Time: 3191.55 ms [2022-04-24 16:04:25 main:574] : INFO : Epoch 1912 | loss: 0.0311956 | val_loss: 0.0311929 | Time: 3312.61 ms [2022-04-24 16:04:28 main:574] : INFO : Epoch 1913 | loss: 0.0311923 | val_loss: 0.0311928 | Time: 3050.16 ms [2022-04-24 16:04:32 main:574] : INFO : Epoch 1914 | loss: 0.0311946 | val_loss: 0.031199 | Time: 3062.21 ms [2022-04-24 16:04:35 main:574] : INFO : Epoch 1915 | loss: 0.0311941 | val_loss: 0.0311916 | Time: 3058.7 ms [2022-04-24 16:04:38 main:574] : INFO : Epoch 1916 | loss: 0.0311934 | val_loss: 0.0311954 | Time: 3098.22 ms [2022-04-24 16:04:41 main:574] : INFO : Epoch 1917 | loss: 0.0311949 | val_loss: 0.0311932 | Time: 2957.26 ms [2022-04-24 16:04:44 main:574] : INFO : Epoch 1918 | loss: 0.0311946 | val_loss: 0.031196 | Time: 3109.29 ms [2022-04-24 16:04:47 main:574] : INFO : Epoch 1919 | loss: 0.031195 | val_loss: 0.0311918 | Time: 3134.65 ms [2022-04-24 16:04:50 main:574] : INFO : Epoch 1920 | loss: 0.0311924 | val_loss: 0.0311916 | Time: 3013.27 ms [2022-04-24 16:04:53 main:574] : INFO : Epoch 1921 | loss: 0.0311925 | val_loss: 0.0311912 | Time: 3099.21 ms [2022-04-24 16:04:57 main:574] : INFO : Epoch 1922 | loss: 0.0311916 | val_loss: 0.0311929 | Time: 3153.53 ms [2022-04-24 16:05:00 main:574] : INFO : Epoch 1923 | loss: 0.0311948 | val_loss: 0.031195 | Time: 2998.29 ms [2022-04-24 16:05:03 main:574] : INFO : Epoch 1924 | loss: 0.0311966 | val_loss: 0.0312023 | Time: 3147.5 ms [2022-04-24 16:05:06 main:574] : INFO : Epoch 1925 | loss: 0.0311994 | val_loss: 0.0311917 | Time: 3184.17 ms [2022-04-24 16:05:09 main:574] : INFO : Epoch 1926 | loss: 0.0311933 | val_loss: 0.0311922 | Time: 2994.25 ms [2022-04-24 16:05:12 main:574] : INFO : Epoch 1927 | loss: 0.0311929 | val_loss: 0.0311916 | Time: 2988.1 ms [2022-04-24 16:05:15 main:574] : INFO : Epoch 1928 | loss: 0.0311955 | val_loss: 0.031192 | Time: 3185.12 ms [2022-04-24 16:05:19 main:574] : INFO : Epoch 1929 | loss: 0.0311941 | val_loss: 0.0311966 | Time: 3005.15 ms [2022-04-24 16:05:22 main:574] : INFO : Epoch 1930 | loss: 0.031192 | val_loss: 0.0311999 | Time: 3070.75 ms [2022-04-24 16:05:25 main:574] : INFO : Epoch 1931 | loss: 0.0311929 | val_loss: 0.0311911 | Time: 3023.71 ms [2022-04-24 16:05:28 main:574] : INFO : Epoch 1932 | loss: 0.0311918 | val_loss: 0.0311921 | Time: 3112.32 ms [2022-04-24 16:05:31 main:574] : INFO : Epoch 1933 | loss: 0.0311927 | val_loss: 0.0311918 | Time: 3055.47 ms [2022-04-24 16:05:34 main:574] : INFO : Epoch 1934 | loss: 0.0311957 | val_loss: 0.0311918 | Time: 3045.67 ms [2022-04-24 16:05:37 main:574] : INFO : Epoch 1935 | loss: 0.0311931 | val_loss: 0.0311928 | Time: 3103.2 ms [2022-04-24 16:05:40 main:574] : INFO : Epoch 1936 | loss: 0.0311916 | val_loss: 0.0311909 | Time: 2986.9 ms [2022-04-24 16:05:43 main:574] : INFO : Epoch 1937 | loss: 0.0311932 | val_loss: 0.0311907 | Time: 3113.85 ms [2022-04-24 16:05:47 main:574] : INFO : Epoch 1938 | loss: 0.0311916 | val_loss: 0.031191 | Time: 3255.12 ms [2022-04-24 16:05:50 main:574] : INFO : Epoch 1939 | loss: 0.0311934 | val_loss: 0.0311917 | Time: 2927.12 ms [2022-04-24 16:05:53 main:574] : INFO : Epoch 1940 | loss: 0.0311966 | val_loss: 0.0311931 | Time: 2995.35 ms [2022-04-24 16:05:56 main:574] : INFO : Epoch 1941 | loss: 0.0312112 | val_loss: 0.0312004 | Time: 3263.2 ms [2022-04-24 16:05:59 main:574] : INFO : Epoch 1942 | loss: 0.0311965 | val_loss: 0.0311926 | Time: 3032.51 ms [2022-04-24 16:06:02 main:574] : INFO : Epoch 1943 | loss: 0.0311937 | val_loss: 0.0311914 | Time: 3117.56 ms [2022-04-24 16:06:06 main:574] : INFO : Epoch 1944 | loss: 0.0311939 | val_loss: 0.0311957 | Time: 3188.33 ms [2022-04-24 16:06:09 main:574] : INFO : Epoch 1945 | loss: 0.0311919 | val_loss: 0.0311906 | Time: 3002.64 ms [2022-04-24 16:06:12 main:574] : INFO : Epoch 1946 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 3097.41 ms [2022-04-24 16:06:15 main:574] : INFO : Epoch 1947 | loss: 0.0311915 | val_loss: 0.0311908 | Time: 3084.56 ms [2022-04-24 16:06:18 main:574] : INFO : Epoch 1948 | loss: 0.0311928 | val_loss: 0.0311909 | Time: 3108.18 ms [2022-04-24 16:06:21 main:574] : INFO : Epoch 1949 | loss: 0.0311925 | val_loss: 0.0311933 | Time: 3020.33 ms [2022-04-24 16:06:25 main:574] : INFO : Epoch 1950 | loss: 0.0311934 | val_loss: 0.0311918 | Time: 3036.97 ms [2022-04-24 16:06:28 main:574] : INFO : Epoch 1951 | loss: 0.031194 | val_loss: 0.0311935 | Time: 3105.76 ms [2022-04-24 16:06:31 main:574] : INFO : Epoch 1952 | loss: 0.031197 | val_loss: 0.0311912 | Time: 2954.3 ms [2022-04-24 16:06:34 main:574] : INFO : Epoch 1953 | loss: 0.0311939 | val_loss: 0.0311908 | Time: 2991.11 ms [2022-04-24 16:06:37 main:574] : INFO : Epoch 1954 | loss: 0.0311926 | val_loss: 0.0311918 | Time: 3187.33 ms [2022-04-24 16:06:40 main:574] : INFO : Epoch 1955 | loss: 0.0311912 | val_loss: 0.0311909 | Time: 3044.14 ms [2022-04-24 16:06:43 main:574] : INFO : Epoch 1956 | loss: 0.0311929 | val_loss: 0.031194 | Time: 3035.91 ms [2022-04-24 16:06:46 main:574] : INFO : Epoch 1957 | loss: 0.0311959 | val_loss: 0.0312081 | Time: 3207.92 ms [2022-04-24 16:06:50 main:574] : INFO : Epoch 1958 | loss: 0.0311959 | val_loss: 0.0311911 | Time: 2995.04 ms [2022-04-24 16:06:53 main:574] : INFO : Epoch 1959 | loss: 0.0311923 | val_loss: 0.0311914 | Time: 3030.53 ms [2022-04-24 16:06:56 main:574] : INFO : Epoch 1960 | loss: 0.0311928 | val_loss: 0.0311903 | Time: 3062.84 ms [2022-04-24 16:06:59 main:574] : INFO : Epoch 1961 | loss: 0.0311928 | val_loss: 0.0311974 | Time: 3094.92 ms [2022-04-24 16:07:02 main:574] : INFO : Epoch 1962 | loss: 0.0311948 | val_loss: 0.0311967 | Time: 3015.63 ms [2022-04-24 16:07:05 main:574] : INFO : Epoch 1963 | loss: 0.0311944 | val_loss: 0.0311938 | Time: 3151.54 ms [2022-04-24 16:07:08 main:574] : INFO : Epoch 1964 | loss: 0.0311962 | val_loss: 0.0311981 | Time: 3036.16 ms [2022-04-24 16:07:11 main:574] : INFO : Epoch 1965 | loss: 0.0311967 | val_loss: 0.031193 | Time: 2988.37 ms [2022-04-24 16:07:15 main:574] : INFO : Epoch 1966 | loss: 0.0311931 | val_loss: 0.0311976 | Time: 3060.55 ms [2022-04-24 16:07:18 main:574] : INFO : Epoch 1967 | loss: 0.031193 | val_loss: 0.0311963 | Time: 3175.25 ms [2022-04-24 16:07:21 main:574] : INFO : Epoch 1968 | loss: 0.0311925 | val_loss: 0.0311913 | Time: 3049.44 ms [2022-04-24 16:07:24 main:574] : INFO : Epoch 1969 | loss: 0.0311911 | val_loss: 0.0311904 | Time: 2952.13 ms [2022-04-24 16:07:27 main:574] : INFO : Epoch 1970 | loss: 0.0311918 | val_loss: 0.031191 | Time: 3198 ms [2022-04-24 16:07:30 main:574] : INFO : Epoch 1971 | loss: 0.0311918 | val_loss: 0.0311901 | Time: 2976.2 ms [2022-04-24 16:07:33 main:574] : INFO : Epoch 1972 | loss: 0.031191 | val_loss: 0.031191 | Time: 2953.63 ms [2022-04-24 16:07:37 main:574] : INFO : Epoch 1973 | loss: 0.031192 | val_loss: 0.0311904 | Time: 3185.48 ms [2022-04-24 16:07:40 main:574] : INFO : Epoch 1974 | loss: 0.0311915 | val_loss: 0.0311897 | Time: 3028.96 ms [2022-04-24 16:07:43 main:574] : INFO : Epoch 1975 | loss: 0.0311899 | val_loss: 0.0311911 | Time: 2985.67 ms [2022-04-24 16:07:46 main:574] : INFO : Epoch 1976 | loss: 0.0311912 | val_loss: 0.0311901 | Time: 3128.34 ms [2022-04-24 16:07:49 main:574] : INFO : Epoch 1977 | loss: 0.0311906 | val_loss: 0.0311944 | Time: 3057.26 ms [2022-04-24 16:07:52 main:574] : INFO : Epoch 1978 | loss: 0.0311912 | val_loss: 0.0311964 | Time: 2973.9 ms [2022-04-24 16:07:55 main:574] : INFO : Epoch 1979 | loss: 0.0311914 | val_loss: 0.0311905 | Time: 3018.82 ms [2022-04-24 16:07:58 main:574] : INFO : Epoch 1980 | loss: 0.0311908 | val_loss: 0.0311903 | Time: 3108.43 ms [2022-04-24 16:08:01 main:574] : INFO : Epoch 1981 | loss: 0.0311954 | val_loss: 0.0311902 | Time: 2986.18 ms [2022-04-24 16:08:04 main:574] : INFO : Epoch 1982 | loss: 0.0311917 | val_loss: 0.0311901 | Time: 3045.09 ms [2022-04-24 16:08:08 main:574] : INFO : Epoch 1983 | loss: 0.0311903 | val_loss: 0.0311925 | Time: 3096 ms [2022-04-24 16:08:11 main:574] : INFO : Epoch 1984 | loss: 0.0311922 | val_loss: 0.0311898 | Time: 3011.37 ms [2022-04-24 16:08:14 main:574] : INFO : Epoch 1985 | loss: 0.03119 | val_loss: 0.0311905 | Time: 2975.51 ms [2022-04-24 16:08:17 main:574] : INFO : Epoch 1986 | loss: 0.0311911 | val_loss: 0.0311987 | Time: 3225.63 ms [2022-04-24 16:08:20 main:574] : INFO : Epoch 1987 | loss: 0.0311993 | val_loss: 0.0311932 | Time: 3067.26 ms [2022-04-24 16:08:23 main:574] : INFO : Epoch 1988 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 2987.71 ms [2022-04-24 16:08:26 main:574] : INFO : Epoch 1989 | loss: 0.0311911 | val_loss: 0.0311914 | Time: 3034.99 ms [2022-04-24 16:08:29 main:574] : INFO : Epoch 1990 | loss: 0.0311901 | val_loss: 0.0311902 | Time: 3136.82 ms [2022-04-24 16:08:32 main:574] : INFO : Epoch 1991 | loss: 0.0311896 | val_loss: 0.0311898 | Time: 2972.83 ms [2022-04-24 16:08:36 main:574] : INFO : Epoch 1992 | loss: 0.0311896 | val_loss: 0.0311912 | Time: 3085.72 ms [2022-04-24 16:08:39 main:574] : INFO : Epoch 1993 | loss: 0.0311917 | val_loss: 0.0311943 | Time: 3163.81 ms [2022-04-24 16:08:42 main:574] : INFO : Epoch 1994 | loss: 0.0311916 | val_loss: 0.0311901 | Time: 3147.57 ms [2022-04-24 16:08:45 main:574] : INFO : Epoch 1995 | loss: 0.03119 | val_loss: 0.0311909 | Time: 3027.76 ms [2022-04-24 16:08:48 main:574] : INFO : Epoch 1996 | loss: 0.0311915 | val_loss: 0.0312048 | Time: 3069.88 ms [2022-04-24 16:08:51 main:574] : INFO : Epoch 1997 | loss: 0.0311955 | val_loss: 0.0311942 | Time: 3122.52 ms [2022-04-24 16:08:55 main:574] : INFO : Epoch 1998 | loss: 0.0311934 | val_loss: 0.0311961 | Time: 3033.56 ms [2022-04-24 16:08:58 main:574] : INFO : Epoch 1999 | loss: 0.0311913 | val_loss: 0.0311898 | Time: 3080.51 ms [2022-04-24 16:09:01 main:574] : INFO : Epoch 2000 | loss: 0.0311902 | val_loss: 0.0311933 | Time: 3125.77 ms [2022-04-24 16:09:04 main:574] : INFO : Epoch 2001 | loss: 0.031193 | val_loss: 0.0311911 | Time: 3023.79 ms [2022-04-24 16:09:07 main:574] : INFO : Epoch 2002 | loss: 0.0311901 | val_loss: 0.0311903 | Time: 3146.22 ms [2022-04-24 16:09:10 main:574] : INFO : Epoch 2003 | loss: 0.0311901 | val_loss: 0.0311908 | Time: 3077.8 ms [2022-04-24 16:09:13 main:574] : INFO : Epoch 2004 | loss: 0.0311893 | val_loss: 0.0311907 | Time: 3026.72 ms [2022-04-24 16:09:16 main:574] : INFO : Epoch 2005 | loss: 0.0311895 | val_loss: 0.0311895 | Time: 3011.3 ms [2022-04-24 16:09:19 main:574] : INFO : Epoch 2006 | loss: 0.0311909 | val_loss: 0.0311906 | Time: 2968.56 ms [2022-04-24 16:09:22 main:574] : INFO : Epoch 2007 | loss: 0.0311895 | val_loss: 0.0311915 | Time: 3068.8 ms [2022-04-24 16:09:26 main:574] : INFO : Epoch 2008 | loss: 0.0311913 | val_loss: 0.0311906 | Time: 2993.18 ms [2022-04-24 16:09:29 main:574] : INFO : Epoch 2009 | loss: 0.0311944 | val_loss: 0.0311914 | Time: 3100.94 ms [2022-04-24 16:09:32 main:574] : INFO : Epoch 2010 | loss: 0.0311918 | val_loss: 0.03119 | Time: 3120.33 ms [2022-04-24 16:09:35 main:574] : INFO : Epoch 2011 | loss: 0.03119 | val_loss: 0.0311912 | Time: 2904.56 ms [2022-04-24 16:09:38 main:574] : INFO : Epoch 2012 | loss: 0.0311911 | val_loss: 0.0311895 | Time: 3110.31 ms [2022-04-24 16:09:41 main:574] : INFO : Epoch 2013 | loss: 0.031189 | val_loss: 0.0311906 | Time: 3057.36 ms [2022-04-24 16:09:44 main:574] : INFO : Epoch 2014 | loss: 0.0311903 | val_loss: 0.0311943 | Time: 3016.96 ms [2022-04-24 16:09:47 main:574] : INFO : Epoch 2015 | loss: 0.0311897 | val_loss: 0.0311906 | Time: 3104.93 ms [2022-04-24 16:09:50 main:574] : INFO : Epoch 2016 | loss: 0.0311919 | val_loss: 0.0311928 | Time: 3094.12 ms [2022-04-24 16:09:54 main:574] : INFO : Epoch 2017 | loss: 0.0311896 | val_loss: 0.031189 | Time: 3053.77 ms [2022-04-24 16:09:57 main:574] : INFO : Epoch 2018 | loss: 0.0311958 | val_loss: 0.0311934 | Time: 3065.43 ms [2022-04-24 16:10:00 main:574] : INFO : Epoch 2019 | loss: 0.0311906 | val_loss: 0.0311939 | Time: 3134.07 ms [2022-04-24 16:10:03 main:574] : INFO : Epoch 2020 | loss: 0.0311894 | val_loss: 0.0311904 | Time: 3107.34 ms [2022-04-24 16:10:06 main:574] : INFO : Epoch 2021 | loss: 0.0311896 | val_loss: 0.0311898 | Time: 3057.52 ms [2022-04-24 16:10:09 main:574] : INFO : Epoch 2022 | loss: 0.0311886 | val_loss: 0.0311892 | Time: 3116.41 ms [2022-04-24 16:10:12 main:574] : INFO : Epoch 2023 | loss: 0.0311912 | val_loss: 0.0311896 | Time: 2978.35 ms [2022-04-24 16:10:16 main:574] : INFO : Epoch 2024 | loss: 0.0311916 | val_loss: 0.0311897 | Time: 3101.73 ms [2022-04-24 16:10:19 main:574] : INFO : Epoch 2025 | loss: 0.0311907 | val_loss: 0.0311899 | Time: 3060.36 ms [2022-04-24 16:10:22 main:574] : INFO : Epoch 2026 | loss: 0.0311896 | val_loss: 0.0311982 | Time: 3200.05 ms [2022-04-24 16:10:25 main:574] : INFO : Epoch 2027 | loss: 0.03119 | val_loss: 0.0311897 | Time: 2992.41 ms [2022-04-24 16:10:28 main:574] : INFO : Epoch 2028 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 3058.74 ms [2022-04-24 16:10:31 main:574] : INFO : Epoch 2029 | loss: 0.0311895 | val_loss: 0.0311893 | Time: 3087.02 ms [2022-04-24 16:10:35 main:574] : INFO : Epoch 2030 | loss: 0.0311915 | val_loss: 0.0311916 | Time: 3064.11 ms [2022-04-24 16:10:38 main:574] : INFO : Epoch 2031 | loss: 0.0311942 | val_loss: 0.0311944 | Time: 2996.61 ms [2022-04-24 16:10:41 main:574] : INFO : Epoch 2032 | loss: 0.0311944 | val_loss: 0.0311951 | Time: 3159.88 ms [2022-04-24 16:10:44 main:574] : INFO : Epoch 2033 | loss: 0.0311893 | val_loss: 0.0311897 | Time: 3014.17 ms [2022-04-24 16:10:47 main:574] : INFO : Epoch 2034 | loss: 0.0311893 | val_loss: 0.031189 | Time: 2984.96 ms [2022-04-24 16:10:50 main:574] : INFO : Epoch 2035 | loss: 0.0311913 | val_loss: 0.0311892 | Time: 3086.97 ms [2022-04-24 16:10:53 main:574] : INFO : Epoch 2036 | loss: 0.0311939 | val_loss: 0.0311989 | Time: 3066.66 ms [2022-04-24 16:10:56 main:574] : INFO : Epoch 2037 | loss: 0.031192 | val_loss: 0.0311925 | Time: 3066.6 ms [2022-04-24 16:11:00 main:574] : INFO : Epoch 2038 | loss: 0.0311905 | val_loss: 0.0311922 | Time: 3125 ms [2022-04-24 16:11:03 main:574] : INFO : Epoch 2039 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 3170.11 ms [2022-04-24 16:11:06 main:574] : INFO : Epoch 2040 | loss: 0.0311876 | val_loss: 0.0311884 | Time: 3159.31 ms [2022-04-24 16:11:09 main:574] : INFO : Epoch 2041 | loss: 0.031189 | val_loss: 0.0311889 | Time: 3128.25 ms [2022-04-24 16:11:12 main:574] : INFO : Epoch 2042 | loss: 0.0311901 | val_loss: 0.0311921 | Time: 3149.16 ms [2022-04-24 16:11:15 main:574] : INFO : Epoch 2043 | loss: 0.0311892 | val_loss: 0.031189 | Time: 2935.33 ms [2022-04-24 16:11:19 main:574] : INFO : Epoch 2044 | loss: 0.0311889 | val_loss: 0.0311953 | Time: 3049.35 ms [2022-04-24 16:11:22 main:574] : INFO : Epoch 2045 | loss: 0.0311893 | val_loss: 0.0311925 | Time: 3261.86 ms [2022-04-24 16:11:25 main:574] : INFO : Epoch 2046 | loss: 0.0311893 | val_loss: 0.0311885 | Time: 2896.95 ms [2022-04-24 16:11:28 main:574] : INFO : Epoch 2047 | loss: 0.031187 | val_loss: 0.0311907 | Time: 3022.09 ms [2022-04-24 16:11:31 main:574] : INFO : Epoch 2048 | loss: 0.031188 | val_loss: 0.0311897 | Time: 3165.2 ms [2022-04-24 16:11:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311897 [2022-04-24 16:11:32 main:603] : INFO : Saving end state to config to file [2022-04-24 16:11:32 main:608] : INFO : Success, exiting.. 16:11:32 (9236): 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)