Task 4189136
| Name | ParityMachine-1612383227-22233-4_0 |
| Workunit | 2286223 |
| Created | 26 Feb 2021, 23:19:11 UTC |
| Sent | 8 Mar 2021, 9:34:22 UTC |
| Report deadline | 15 Mar 2021, 9:34:22 UTC |
| Received | 8 Mar 2021, 11:21:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 44 min 54 sec |
| CPU time | 1 hours 42 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.39 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :42 main:574] : INFO : Epoch 1542 | loss: 0.0311956 | val_loss: 0.0312029 | Time: 3011.84 ms [2021-03-08 11:55:45 main:574] : INFO : Epoch 1543 | loss: 0.0311962 | val_loss: 0.031203 | Time: 3039.3 ms [2021-03-08 11:55:48 main:574] : INFO : Epoch 1544 | loss: 0.0311982 | val_loss: 0.0312032 | Time: 3058.81 ms [2021-03-08 11:55:51 main:574] : INFO : Epoch 1545 | loss: 0.0311978 | val_loss: 0.031203 | Time: 3067.34 ms [2021-03-08 11:55:54 main:574] : INFO : Epoch 1546 | loss: 0.0311953 | val_loss: 0.0312033 | Time: 3038.29 ms [2021-03-08 11:55:57 main:574] : INFO : Epoch 1547 | loss: 0.0311951 | val_loss: 0.0312036 | Time: 3068.57 ms [2021-03-08 11:56:00 main:574] : INFO : Epoch 1548 | loss: 0.031195 | val_loss: 0.0312087 | Time: 3091.27 ms [2021-03-08 11:56:03 main:574] : INFO : Epoch 1549 | loss: 0.0311959 | val_loss: 0.031206 | Time: 3050.56 ms [2021-03-08 11:56:06 main:574] : INFO : Epoch 1550 | loss: 0.0311962 | val_loss: 0.0312046 | Time: 3071.65 ms [2021-03-08 11:56:10 main:574] : INFO : Epoch 1551 | loss: 0.0311964 | val_loss: 0.0312034 | Time: 3067.11 ms [2021-03-08 11:56:13 main:574] : INFO : Epoch 1552 | loss: 0.0311967 | val_loss: 0.0312049 | Time: 3052.27 ms [2021-03-08 11:56:16 main:574] : INFO : Epoch 1553 | loss: 0.0311966 | val_loss: 0.0312039 | Time: 3050.81 ms [2021-03-08 11:56:19 main:574] : INFO : Epoch 1554 | loss: 0.0311967 | val_loss: 0.031203 | Time: 3055.46 ms [2021-03-08 11:56:22 main:574] : INFO : Epoch 1555 | loss: 0.0311981 | val_loss: 0.0312033 | Time: 3060.6 ms [2021-03-08 11:56:25 main:574] : INFO : Epoch 1556 | loss: 0.0311955 | val_loss: 0.0312037 | Time: 3056.24 ms [2021-03-08 11:56:28 main:574] : INFO : Epoch 1557 | loss: 0.0311956 | val_loss: 0.0312069 | Time: 3022.6 ms [2021-03-08 11:56:31 main:574] : INFO : Epoch 1558 | loss: 0.0311956 | val_loss: 0.0312025 | Time: 3066.46 ms [2021-03-08 11:56:34 main:574] : INFO : Epoch 1559 | loss: 0.0311946 | val_loss: 0.0312042 | Time: 3028.59 ms [2021-03-08 11:56:37 main:574] : INFO : Epoch 1560 | loss: 0.0311952 | val_loss: 0.0312046 | Time: 3055.36 ms [2021-03-08 11:56:40 main:574] : INFO : Epoch 1561 | loss: 0.0311964 | val_loss: 0.0312051 | Time: 3028.08 ms [2021-03-08 11:56:43 main:574] : INFO : Epoch 1562 | loss: 0.0311987 | val_loss: 0.031206 | Time: 3017.29 ms [2021-03-08 11:56:46 main:574] : INFO : Epoch 1563 | loss: 0.0311976 | val_loss: 0.0312033 | Time: 3020.16 ms [2021-03-08 11:56:50 main:574] : INFO : Epoch 1564 | loss: 0.0311968 | val_loss: 0.0312033 | Time: 3013.76 ms [2021-03-08 11:56:53 main:574] : INFO : Epoch 1565 | loss: 0.0312001 | val_loss: 0.0312142 | Time: 3016.17 ms [2021-03-08 11:56:56 main:574] : INFO : Epoch 1566 | loss: 0.0312115 | val_loss: 0.0312152 | Time: 3026.29 ms [2021-03-08 11:56:59 main:574] : INFO : Epoch 1567 | loss: 0.0312008 | val_loss: 0.0312046 | Time: 3030.01 ms [2021-03-08 11:57:02 main:574] : INFO : Epoch 1568 | loss: 0.0311966 | val_loss: 0.031205 | Time: 3018.48 ms [2021-03-08 11:57:05 main:574] : INFO : Epoch 1569 | loss: 0.0311961 | val_loss: 0.0312033 | Time: 3065.2 ms [2021-03-08 11:57:08 main:574] : INFO : Epoch 1570 | loss: 0.0311964 | val_loss: 0.0312031 | Time: 3028.29 ms [2021-03-08 11:57:11 main:574] : INFO : Epoch 1571 | loss: 0.0311973 | val_loss: 0.0312065 | Time: 3023.28 ms [2021-03-08 11:57:14 main:574] : INFO : Epoch 1572 | loss: 0.0311969 | val_loss: 0.0312054 | Time: 3061.33 ms [2021-03-08 11:57:17 main:574] : INFO : Epoch 1573 | loss: 0.0311979 | val_loss: 0.0312042 | Time: 3004.69 ms [2021-03-08 11:57:20 main:574] : INFO : Epoch 1574 | loss: 0.0311968 | val_loss: 0.0312097 | Time: 3049.54 ms [2021-03-08 11:57:23 main:574] : INFO : Epoch 1575 | loss: 0.0311974 | val_loss: 0.0312117 | Time: 3047.83 ms [2021-03-08 11:57:26 main:574] : INFO : Epoch 1576 | loss: 0.0311962 | val_loss: 0.0312045 | Time: 3025.06 ms [2021-03-08 11:57:29 main:574] : INFO : Epoch 1577 | loss: 0.0311952 | val_loss: 0.0312026 | Time: 3041.26 ms [2021-03-08 11:57:32 main:574] : INFO : Epoch 1578 | loss: 0.0311955 | val_loss: 0.0312034 | Time: 3062.98 ms [2021-03-08 11:57:36 main:574] : INFO : Epoch 1579 | loss: 0.0311952 | val_loss: 0.031204 | Time: 3050.93 ms [2021-03-08 11:57:39 main:574] : INFO : Epoch 1580 | loss: 0.0311948 | val_loss: 0.0312076 | Time: 3026.76 ms [2021-03-08 11:57:42 main:574] : INFO : Epoch 1581 | loss: 0.0311964 | val_loss: 0.031204 | Time: 3025.07 ms [2021-03-08 11:57:45 main:574] : INFO : Epoch 1582 | loss: 0.0311959 | val_loss: 0.0312035 | Time: 3041.39 ms [2021-03-08 11:57:48 main:574] : INFO : Epoch 1583 | loss: 0.0311949 | val_loss: 0.0312037 | Time: 3042.65 ms [2021-03-08 11:57:51 main:574] : INFO : Epoch 1584 | loss: 0.031196 | val_loss: 0.0312045 | Time: 3010.01 ms [2021-03-08 11:57:54 main:574] : INFO : Epoch 1585 | loss: 0.0311972 | val_loss: 0.0312044 | Time: 3036.78 ms [2021-03-08 11:57:57 main:574] : INFO : Epoch 1586 | loss: 0.0311963 | val_loss: 0.0312041 | Time: 3046.4 ms [2021-03-08 11:58:00 main:574] : INFO : Epoch 1587 | loss: 0.0311966 | val_loss: 0.0312038 | Time: 3047.21 ms [2021-03-08 11:58:03 main:574] : INFO : Epoch 1588 | loss: 0.031198 | val_loss: 0.0312087 | Time: 3044 ms [2021-03-08 11:58:06 main:574] : INFO : Epoch 1589 | loss: 0.0311974 | val_loss: 0.0312052 | Time: 3032.5 ms [2021-03-08 11:58:09 main:574] : INFO : Epoch 1590 | loss: 0.0311972 | val_loss: 0.0312038 | Time: 3016.39 ms [2021-03-08 11:58:12 main:574] : INFO : Epoch 1591 | loss: 0.0311972 | val_loss: 0.0312043 | Time: 3067.5 ms [2021-03-08 11:58:15 main:574] : INFO : Epoch 1592 | loss: 0.0311969 | val_loss: 0.0312045 | Time: 3000.84 ms [2021-03-08 11:58:18 main:574] : INFO : Epoch 1593 | loss: 0.0311968 | val_loss: 0.0312058 | Time: 3034.37 ms [2021-03-08 11:58:21 main:574] : INFO : Epoch 1594 | loss: 0.031196 | val_loss: 0.0312063 | Time: 3025.66 ms [2021-03-08 11:58:24 main:574] : INFO : Epoch 1595 | loss: 0.0311962 | val_loss: 0.0312043 | Time: 3022.49 ms [2021-03-08 11:58:28 main:574] : INFO : Epoch 1596 | loss: 0.0311963 | val_loss: 0.0312035 | Time: 3033.98 ms [2021-03-08 11:58:31 main:574] : INFO : Epoch 1597 | loss: 0.0311974 | val_loss: 0.0312104 | Time: 3002.24 ms [2021-03-08 11:58:34 main:574] : INFO : Epoch 1598 | loss: 0.0311976 | val_loss: 0.0312033 | Time: 3025.25 ms [2021-03-08 11:58:37 main:574] : INFO : Epoch 1599 | loss: 0.0311952 | val_loss: 0.0312044 | Time: 3006.63 ms [2021-03-08 11:58:40 main:574] : INFO : Epoch 1600 | loss: 0.0311956 | val_loss: 0.0312036 | Time: 3024.2 ms [2021-03-08 11:58:43 main:574] : INFO : Epoch 1601 | loss: 0.0311961 | val_loss: 0.0312043 | Time: 3046.08 ms [2021-03-08 11:58:46 main:574] : INFO : Epoch 1602 | loss: 0.0311955 | val_loss: 0.0312041 | Time: 3038.76 ms [2021-03-08 11:58:49 main:574] : INFO : Epoch 1603 | loss: 0.0311959 | val_loss: 0.0312032 | Time: 3036.29 ms [2021-03-08 11:58:52 main:574] : INFO : Epoch 1604 | loss: 0.0311946 | val_loss: 0.0312024 | Time: 3027.57 ms [2021-03-08 11:58:55 main:574] : INFO : Epoch 1605 | loss: 0.0311969 | val_loss: 0.0312038 | Time: 3012.32 ms [2021-03-08 11:58:58 main:574] : INFO : Epoch 1606 | loss: 0.0311959 | val_loss: 0.031204 | Time: 3052.88 ms [2021-03-08 11:59:01 main:574] : INFO : Epoch 1607 | loss: 0.0311946 | val_loss: 0.0312044 | Time: 3046.86 ms [2021-03-08 11:59:04 main:574] : INFO : Epoch 1608 | loss: 0.0311955 | val_loss: 0.0312028 | Time: 3038.57 ms [2021-03-08 11:59:07 main:574] : INFO : Epoch 1609 | loss: 0.0311943 | val_loss: 0.0312044 | Time: 3017.53 ms [2021-03-08 11:59:10 main:574] : INFO : Epoch 1610 | loss: 0.0311945 | val_loss: 0.0312029 | Time: 3048.14 ms [2021-03-08 11:59:13 main:574] : INFO : Epoch 1611 | loss: 0.0311944 | val_loss: 0.0312026 | Time: 3009.38 ms [2021-03-08 11:59:16 main:574] : INFO : Epoch 1612 | loss: 0.031194 | val_loss: 0.0312034 | Time: 3028.29 ms [2021-03-08 11:59:19 main:574] : INFO : Epoch 1613 | loss: 0.0311952 | val_loss: 0.0312063 | Time: 3045.7 ms [2021-03-08 11:59:23 main:574] : INFO : Epoch 1614 | loss: 0.0312004 | val_loss: 0.0312038 | Time: 3053.84 ms [2021-03-08 11:59:26 main:574] : INFO : Epoch 1615 | loss: 0.031197 | val_loss: 0.0312042 | Time: 3047.71 ms [2021-03-08 11:59:29 main:574] : INFO : Epoch 1616 | loss: 0.0311958 | val_loss: 0.0312064 | Time: 3045.28 ms [2021-03-08 11:59:32 main:574] : INFO : Epoch 1617 | loss: 0.0311944 | val_loss: 0.0312029 | Time: 3024.41 ms [2021-03-08 11:59:35 main:574] : INFO : Epoch 1618 | loss: 0.031195 | val_loss: 0.031205 | Time: 3040.91 ms [2021-03-08 11:59:38 main:574] : INFO : Epoch 1619 | loss: 0.0311988 | val_loss: 0.0312066 | Time: 3025.87 ms [2021-03-08 11:59:41 main:574] : INFO : Epoch 1620 | loss: 0.0311978 | val_loss: 0.0312058 | Time: 3028.84 ms [2021-03-08 11:59:44 main:574] : INFO : Epoch 1621 | loss: 0.0311986 | val_loss: 0.0312108 | Time: 3021.07 ms [2021-03-08 11:59:47 main:574] : INFO : Epoch 1622 | loss: 0.0311991 | val_loss: 0.0312056 | Time: 3031.87 ms [2021-03-08 11:59:50 main:574] : INFO : Epoch 1623 | loss: 0.0311983 | val_loss: 0.0312124 | Time: 3046.47 ms [2021-03-08 11:59:53 main:574] : INFO : Epoch 1624 | loss: 0.0311998 | val_loss: 0.0312129 | Time: 3037.89 ms [2021-03-08 11:59:56 main:574] : INFO : Epoch 1625 | loss: 0.0312007 | val_loss: 0.0312065 | Time: 3049.4 ms [2021-03-08 11:59:59 main:574] : INFO : Epoch 1626 | loss: 0.0311977 | val_loss: 0.0312063 | Time: 3067.62 ms [2021-03-08 12:00:02 main:574] : INFO : Epoch 1627 | loss: 0.0311985 | val_loss: 0.03121 | Time: 3079.34 ms [2021-03-08 12:00:05 main:574] : INFO : Epoch 1628 | loss: 0.0312007 | val_loss: 0.031208 | Time: 3031.5 ms [2021-03-08 12:00:09 main:574] : INFO : Epoch 1629 | loss: 0.0312038 | val_loss: 0.0312111 | Time: 3081.82 ms [2021-03-08 12:00:12 main:574] : INFO : Epoch 1630 | loss: 0.0312014 | val_loss: 0.0312064 | Time: 3055.22 ms [2021-03-08 12:00:15 main:574] : INFO : Epoch 1631 | loss: 0.0311988 | val_loss: 0.0312045 | Time: 3053.43 ms [2021-03-08 12:00:18 main:574] : INFO : Epoch 1632 | loss: 0.0311979 | val_loss: 0.0312061 | Time: 3049.74 ms [2021-03-08 12:00:21 main:574] : INFO : Epoch 1633 | loss: 0.0311984 | val_loss: 0.0312035 | Time: 3033.77 ms [2021-03-08 12:00:24 main:574] : INFO : Epoch 1634 | loss: 0.0311979 | val_loss: 0.0312078 | Time: 3047.77 ms [2021-03-08 12:00:27 main:574] : INFO : Epoch 1635 | loss: 0.0312016 | val_loss: 0.0312097 | Time: 3044.72 ms [2021-03-08 12:00:30 main:574] : INFO : Epoch 1636 | loss: 0.0312069 | val_loss: 0.0312165 | Time: 3024.01 ms [2021-03-08 12:00:33 main:574] : INFO : Epoch 1637 | loss: 0.0312218 | val_loss: 0.0312258 | Time: 3069.26 ms [2021-03-08 12:00:36 main:574] : INFO : Epoch 1638 | loss: 0.0312049 | val_loss: 0.0312091 | Time: 3030.26 ms [2021-03-08 12:00:39 main:574] : INFO : Epoch 1639 | loss: 0.0312022 | val_loss: 0.0312081 | Time: 3060.05 ms [2021-03-08 12:00:42 main:574] : INFO : Epoch 1640 | loss: 0.0311977 | val_loss: 0.0312071 | Time: 3035.42 ms [2021-03-08 12:00:45 main:574] : INFO : Epoch 1641 | loss: 0.0311979 | val_loss: 0.0312058 | Time: 3033.91 ms [2021-03-08 12:00:49 main:574] : INFO : Epoch 1642 | loss: 0.0311976 | val_loss: 0.0312042 | Time: 3060.8 ms [2021-03-08 12:00:52 main:574] : INFO : Epoch 1643 | loss: 0.0311966 | val_loss: 0.0312035 | Time: 3050.16 ms [2021-03-08 12:00:55 main:574] : INFO : Epoch 1644 | loss: 0.0311962 | val_loss: 0.0312061 | Time: 3048.46 ms [2021-03-08 12:00:58 main:574] : INFO : Epoch 1645 | loss: 0.0311959 | val_loss: 0.0312052 | Time: 3067.61 ms [2021-03-08 12:01:01 main:574] : INFO : Epoch 1646 | loss: 0.0311968 | val_loss: 0.0312046 | Time: 3012.12 ms [2021-03-08 12:01:04 main:574] : INFO : Epoch 1647 | loss: 0.0311964 | val_loss: 0.0312064 | Time: 3069.52 ms [2021-03-08 12:01:07 main:574] : INFO : Epoch 1648 | loss: 0.0311976 | val_loss: 0.0312049 | Time: 3060.3 ms [2021-03-08 12:01:10 main:574] : INFO : Epoch 1649 | loss: 0.0311984 | val_loss: 0.0312034 | Time: 3028.35 ms [2021-03-08 12:01:13 main:574] : INFO : Epoch 1650 | loss: 0.0311959 | val_loss: 0.031204 | Time: 3048.32 ms [2021-03-08 12:01:16 main:574] : INFO : Epoch 1651 | loss: 0.0311953 | val_loss: 0.0312032 | Time: 3064.86 ms [2021-03-08 12:01:19 main:574] : INFO : Epoch 1652 | loss: 0.0311957 | val_loss: 0.031205 | Time: 3053.78 ms [2021-03-08 12:01:22 main:574] : INFO : Epoch 1653 | loss: 0.0311956 | val_loss: 0.0312061 | Time: 3072.72 ms [2021-03-08 12:01:25 main:574] : INFO : Epoch 1654 | loss: 0.0311961 | val_loss: 0.0312037 | Time: 3055.6 ms [2021-03-08 12:01:29 main:574] : INFO : Epoch 1655 | loss: 0.0311948 | val_loss: 0.0312032 | Time: 3055.85 ms [2021-03-08 12:01:32 main:574] : INFO : Epoch 1656 | loss: 0.0311957 | val_loss: 0.0312036 | Time: 3032.41 ms [2021-03-08 12:01:35 main:574] : INFO : Epoch 1657 | loss: 0.0311954 | val_loss: 0.0312079 | Time: 3022.47 ms [2021-03-08 12:01:38 main:574] : INFO : Epoch 1658 | loss: 0.0311953 | val_loss: 0.0312059 | Time: 3031.6 ms [2021-03-08 12:01:41 main:574] : INFO : Epoch 1659 | loss: 0.0311961 | val_loss: 0.0312035 | Time: 3054.57 ms [2021-03-08 12:01:44 main:574] : INFO : Epoch 1660 | loss: 0.0311943 | val_loss: 0.0312027 | Time: 3006.6 ms [2021-03-08 12:01:47 main:574] : INFO : Epoch 1661 | loss: 0.0311996 | val_loss: 0.0312108 | Time: 3048.89 ms [2021-03-08 12:01:50 main:574] : INFO : Epoch 1662 | loss: 0.0311969 | val_loss: 0.0312044 | Time: 3032.04 ms [2021-03-08 12:01:53 main:574] : INFO : Epoch 1663 | loss: 0.0311952 | val_loss: 0.0312044 | Time: 3016.18 ms [2021-03-08 12:01:56 main:574] : INFO : Epoch 1664 | loss: 0.0311956 | val_loss: 0.0312053 | Time: 3027.91 ms [2021-03-08 12:01:59 main:574] : INFO : Epoch 1665 | loss: 0.0311954 | val_loss: 0.0312045 | Time: 3042.84 ms [2021-03-08 12:02:02 main:574] : INFO : Epoch 1666 | loss: 0.0311956 | val_loss: 0.031204 | Time: 3058.59 ms [2021-03-08 12:02:05 main:574] : INFO : Epoch 1667 | loss: 0.0311951 | val_loss: 0.0312031 | Time: 3042.51 ms [2021-03-08 12:02:09 main:574] : INFO : Epoch 1668 | loss: 0.0311961 | val_loss: 0.0312049 | Time: 3060.39 ms [2021-03-08 12:02:12 main:574] : INFO : Epoch 1669 | loss: 0.0311958 | val_loss: 0.0312034 | Time: 3032.25 ms [2021-03-08 12:02:15 main:574] : INFO : Epoch 1670 | loss: 0.0311971 | val_loss: 0.0312037 | Time: 3043.59 ms [2021-03-08 12:02:18 main:574] : INFO : Epoch 1671 | loss: 0.031196 | val_loss: 0.0312049 | Time: 3042.44 ms [2021-03-08 12:02:21 main:574] : INFO : Epoch 1672 | loss: 0.0311955 | val_loss: 0.0312041 | Time: 3030.56 ms [2021-03-08 12:02:24 main:574] : INFO : Epoch 1673 | loss: 0.0311955 | val_loss: 0.0312048 | Time: 3042.34 ms [2021-03-08 12:02:27 main:574] : INFO : Epoch 1674 | loss: 0.0311956 | val_loss: 0.0312039 | Time: 3054.74 ms [2021-03-08 12:02:30 main:574] : INFO : Epoch 1675 | loss: 0.0311955 | val_loss: 0.0312048 | Time: 3025.72 ms [2021-03-08 12:02:33 main:574] : INFO : Epoch 1676 | loss: 0.0311961 | val_loss: 0.0312066 | Time: 3014.9 ms [2021-03-08 12:02:36 main:574] : INFO : Epoch 1677 | loss: 0.0311992 | val_loss: 0.031206 | Time: 3048.09 ms [2021-03-08 12:02:39 main:574] : INFO : Epoch 1678 | loss: 0.0311971 | val_loss: 0.0312035 | Time: 3040.69 ms [2021-03-08 12:02:42 main:574] : INFO : Epoch 1679 | loss: 0.0311963 | val_loss: 0.0312039 | Time: 3026.28 ms [2021-03-08 12:02:45 main:574] : INFO : Epoch 1680 | loss: 0.0311969 | val_loss: 0.0312083 | Time: 3010.51 ms [2021-03-08 12:02:48 main:574] : INFO : Epoch 1681 | loss: 0.0311958 | val_loss: 0.0312055 | Time: 3052.7 ms [2021-03-08 12:02:51 main:574] : INFO : Epoch 1682 | loss: 0.0311968 | val_loss: 0.0312073 | Time: 3021.54 ms [2021-03-08 12:02:54 main:574] : INFO : Epoch 1683 | loss: 0.0311956 | val_loss: 0.0312035 | Time: 3045.02 ms [2021-03-08 12:02:58 main:574] : INFO : Epoch 1684 | loss: 0.0311958 | val_loss: 0.0312048 | Time: 3007.74 ms [2021-03-08 12:03:01 main:574] : INFO : Epoch 1685 | loss: 0.0311966 | val_loss: 0.031206 | Time: 3015.36 ms [2021-03-08 12:03:04 main:574] : INFO : Epoch 1686 | loss: 0.0311961 | val_loss: 0.0312053 | Time: 3012.25 ms [2021-03-08 12:03:07 main:574] : INFO : Epoch 1687 | loss: 0.031195 | val_loss: 0.0312038 | Time: 3026.28 ms [2021-03-08 12:03:10 main:574] : INFO : Epoch 1688 | loss: 0.0311957 | val_loss: 0.0312026 | Time: 3023.95 ms [2021-03-08 12:03:13 main:574] : INFO : Epoch 1689 | loss: 0.0311951 | val_loss: 0.0312064 | Time: 3051.1 ms [2021-03-08 12:03:16 main:574] : INFO : Epoch 1690 | loss: 0.0311944 | val_loss: 0.0312025 | Time: 3018.59 ms [2021-03-08 12:03:19 main:574] : INFO : Epoch 1691 | loss: 0.0311937 | val_loss: 0.0312024 | Time: 3041.87 ms [2021-03-08 12:03:22 main:574] : INFO : Epoch 1692 | loss: 0.0311942 | val_loss: 0.0312025 | Time: 3075.94 ms [2021-03-08 12:03:25 main:574] : INFO : Epoch 1693 | loss: 0.0311945 | val_loss: 0.0312044 | Time: 3059.11 ms [2021-03-08 12:03:28 main:574] : INFO : Epoch 1694 | loss: 0.031195 | val_loss: 0.0312027 | Time: 3010.73 ms [2021-03-08 12:03:31 main:574] : INFO : Epoch 1695 | loss: 0.0311947 | val_loss: 0.0312045 | Time: 3054.17 ms [2021-03-08 12:03:34 main:574] : INFO : Epoch 1696 | loss: 0.031194 | val_loss: 0.0312028 | Time: 3008.49 ms [2021-03-08 12:03:37 main:574] : INFO : Epoch 1697 | loss: 0.0311935 | val_loss: 0.031203 | Time: 3027.32 ms [2021-03-08 12:03:40 main:574] : INFO : Epoch 1698 | loss: 0.0311961 | val_loss: 0.0312047 | Time: 3021.07 ms [2021-03-08 12:03:43 main:574] : INFO : Epoch 1699 | loss: 0.0311982 | val_loss: 0.0312035 | Time: 3039.93 ms [2021-03-08 12:03:46 main:574] : INFO : Epoch 1700 | loss: 0.0311955 | val_loss: 0.0312038 | Time: 3038.05 ms [2021-03-08 12:03:49 main:574] : INFO : Epoch 1701 | loss: 0.0311942 | val_loss: 0.0312045 | Time: 3054.66 ms [2021-03-08 12:03:53 main:574] : INFO : Epoch 1702 | loss: 0.0311945 | val_loss: 0.0312044 | Time: 3025.68 ms [2021-03-08 12:03:56 main:574] : INFO : Epoch 1703 | loss: 0.0311939 | val_loss: 0.0312043 | Time: 3057.87 ms [2021-03-08 12:03:59 main:574] : INFO : Epoch 1704 | loss: 0.0311952 | val_loss: 0.0312051 | Time: 3033.25 ms [2021-03-08 12:04:02 main:574] : INFO : Epoch 1705 | loss: 0.0311977 | val_loss: 0.0312068 | Time: 3072.1 ms [2021-03-08 12:04:05 main:574] : INFO : Epoch 1706 | loss: 0.0311962 | val_loss: 0.0312028 | Time: 3023.92 ms [2021-03-08 12:04:08 main:574] : INFO : Epoch 1707 | loss: 0.0311941 | val_loss: 0.0312027 | Time: 3068.31 ms [2021-03-08 12:04:11 main:574] : INFO : Epoch 1708 | loss: 0.0311957 | val_loss: 0.0312057 | Time: 3032.18 ms [2021-03-08 12:04:14 main:574] : INFO : Epoch 1709 | loss: 0.0311948 | val_loss: 0.0312029 | Time: 3063.55 ms [2021-03-08 12:04:17 main:574] : INFO : Epoch 1710 | loss: 0.0311944 | val_loss: 0.0312032 | Time: 3048.59 ms [2021-03-08 12:04:20 main:574] : INFO : Epoch 1711 | loss: 0.0311944 | val_loss: 0.0312042 | Time: 3039.01 ms [2021-03-08 12:04:23 main:574] : INFO : Epoch 1712 | loss: 0.0311949 | val_loss: 0.0312046 | Time: 3074.78 ms [2021-03-08 12:04:26 main:574] : INFO : Epoch 1713 | loss: 0.0311968 | val_loss: 0.0312031 | Time: 3015.23 ms [2021-03-08 12:04:29 main:574] : INFO : Epoch 1714 | loss: 0.0311973 | val_loss: 0.0312035 | Time: 3041.64 ms [2021-03-08 12:04:33 main:574] : INFO : Epoch 1715 | loss: 0.0311945 | val_loss: 0.0312029 | Time: 3065.31 ms [2021-03-08 12:04:36 main:574] : INFO : Epoch 1716 | loss: 0.0311957 | val_loss: 0.0312022 | Time: 3039.37 ms [2021-03-08 12:04:39 main:574] : INFO : Epoch 1717 | loss: 0.0311954 | val_loss: 0.0312045 | Time: 3052.78 ms [2021-03-08 12:04:42 main:574] : INFO : Epoch 1718 | loss: 0.0311945 | val_loss: 0.0312026 | Time: 3068.53 ms [2021-03-08 12:04:45 main:574] : INFO : Epoch 1719 | loss: 0.0311941 | val_loss: 0.0312037 | Time: 3044.86 ms [2021-03-08 12:04:48 main:574] : INFO : Epoch 1720 | loss: 0.0311942 | val_loss: 0.0312036 | Time: 3003.67 ms [2021-03-08 12:04:51 main:574] : INFO : Epoch 1721 | loss: 0.0311938 | val_loss: 0.0312043 | Time: 3070.1 ms [2021-03-08 12:04:54 main:574] : INFO : Epoch 1722 | loss: 0.0311939 | val_loss: 0.0312046 | Time: 3064.76 ms [2021-03-08 12:04:57 main:574] : INFO : Epoch 1723 | loss: 0.0311943 | val_loss: 0.0312033 | Time: 3053.88 ms [2021-03-08 12:05:00 main:574] : INFO : Epoch 1724 | loss: 0.0311953 | val_loss: 0.0312075 | Time: 3042.56 ms [2021-03-08 12:05:03 main:574] : INFO : Epoch 1725 | loss: 0.0311965 | val_loss: 0.031206 | Time: 3054.73 ms [2021-03-08 12:05:06 main:574] : INFO : Epoch 1726 | loss: 0.0311956 | val_loss: 0.0312036 | Time: 3063.08 ms [2021-03-08 12:05:10 main:574] : INFO : Epoch 1727 | loss: 0.0311954 | val_loss: 0.031204 | Time: 3067.43 ms [2021-03-08 12:05:13 main:574] : INFO : Epoch 1728 | loss: 0.0311938 | val_loss: 0.0312036 | Time: 3039.23 ms [2021-03-08 12:05:16 main:574] : INFO : Epoch 1729 | loss: 0.0311941 | val_loss: 0.0312041 | Time: 3037.72 ms [2021-03-08 12:05:19 main:574] : INFO : Epoch 1730 | loss: 0.0311932 | val_loss: 0.0312047 | Time: 3041.65 ms [2021-03-08 12:05:22 main:574] : INFO : Epoch 1731 | loss: 0.0311978 | val_loss: 0.0312098 | Time: 3022.51 ms [2021-03-08 12:05:25 main:574] : INFO : Epoch 1732 | loss: 0.031197 | val_loss: 0.0312033 | Time: 3050.99 ms [2021-03-08 12:05:28 main:574] : INFO : Epoch 1733 | loss: 0.0311951 | val_loss: 0.0312035 | Time: 3024.1 ms [2021-03-08 12:05:31 main:574] : INFO : Epoch 1734 | loss: 0.0311978 | val_loss: 0.0312045 | Time: 3024.93 ms [2021-03-08 12:05:34 main:574] : INFO : Epoch 1735 | loss: 0.0311981 | val_loss: 0.0312073 | Time: 3031.58 ms [2021-03-08 12:05:37 main:574] : INFO : Epoch 1736 | loss: 0.0312 | val_loss: 0.0312055 | Time: 3031.01 ms [2021-03-08 12:05:40 main:574] : INFO : Epoch 1737 | loss: 0.0311999 | val_loss: 0.031207 | Time: 3026.25 ms [2021-03-08 12:05:43 main:574] : INFO : Epoch 1738 | loss: 0.0311987 | val_loss: 0.0312101 | Time: 3048.33 ms [2021-03-08 12:05:46 main:574] : INFO : Epoch 1739 | loss: 0.0312017 | val_loss: 0.0312164 | Time: 3059.85 ms [2021-03-08 12:05:49 main:574] : INFO : Epoch 1740 | loss: 0.0312028 | val_loss: 0.0312053 | Time: 3027.81 ms [2021-03-08 12:05:52 main:574] : INFO : Epoch 1741 | loss: 0.0311967 | val_loss: 0.0312036 | Time: 3041.12 ms [2021-03-08 12:05:56 main:574] : INFO : Epoch 1742 | loss: 0.0311958 | val_loss: 0.0312037 | Time: 3029.34 ms [2021-03-08 12:05:59 main:574] : INFO : Epoch 1743 | loss: 0.0311959 | val_loss: 0.0312032 | Time: 3049.2 ms [2021-03-08 12:06:02 main:574] : INFO : Epoch 1744 | loss: 0.0311949 | val_loss: 0.031204 | Time: 3055.96 ms [2021-03-08 12:06:05 main:574] : INFO : Epoch 1745 | loss: 0.0311941 | val_loss: 0.0312027 | Time: 3044.59 ms [2021-03-08 12:06:08 main:574] : INFO : Epoch 1746 | loss: 0.0311953 | val_loss: 0.0312042 | Time: 3024.53 ms [2021-03-08 12:06:11 main:574] : INFO : Epoch 1747 | loss: 0.0311979 | val_loss: 0.031205 | Time: 3084.75 ms [2021-03-08 12:06:14 main:574] : INFO : Epoch 1748 | loss: 0.0311955 | val_loss: 0.0312057 | Time: 3033.98 ms [2021-03-08 12:06:17 main:574] : INFO : Epoch 1749 | loss: 0.0311946 | val_loss: 0.0312036 | Time: 3062.2 ms [2021-03-08 12:06:20 main:574] : INFO : Epoch 1750 | loss: 0.031194 | val_loss: 0.0312039 | Time: 3049.06 ms [2021-03-08 12:06:23 main:574] : INFO : Epoch 1751 | loss: 0.0311945 | val_loss: 0.031204 | Time: 3038.05 ms [2021-03-08 12:06:26 main:574] : INFO : Epoch 1752 | loss: 0.0311945 | val_loss: 0.0312039 | Time: 3019.68 ms [2021-03-08 12:06:29 main:574] : INFO : Epoch 1753 | loss: 0.0311936 | val_loss: 0.0312045 | Time: 3030.28 ms [2021-03-08 12:06:32 main:574] : INFO : Epoch 1754 | loss: 0.0311947 | val_loss: 0.0312095 | Time: 3061.49 ms [2021-03-08 12:06:36 main:574] : INFO : Epoch 1755 | loss: 0.0311946 | val_loss: 0.0312017 | Time: 3010.79 ms [2021-03-08 12:06:39 main:574] : INFO : Epoch 1756 | loss: 0.0311962 | val_loss: 0.031203 | Time: 3032.13 ms [2021-03-08 12:06:42 main:574] : INFO : Epoch 1757 | loss: 0.0311968 | val_loss: 0.0312019 | Time: 3034.5 ms [2021-03-08 12:06:45 main:574] : INFO : Epoch 1758 | loss: 0.0311958 | val_loss: 0.0312037 | Time: 3038.63 ms [2021-03-08 12:06:48 main:574] : INFO : Epoch 1759 | loss: 0.0311953 | val_loss: 0.0312018 | Time: 3055.7 ms [2021-03-08 12:06:51 main:574] : INFO : Epoch 1760 | loss: 0.0311961 | val_loss: 0.0312022 | Time: 3035.26 ms [2021-03-08 12:06:54 main:574] : INFO : Epoch 1761 | loss: 0.0311931 | val_loss: 0.0312029 | Time: 3019.36 ms [2021-03-08 12:06:57 main:574] : INFO : Epoch 1762 | loss: 0.0311938 | val_loss: 0.031208 | Time: 3018.11 ms [2021-03-08 12:07:00 main:574] : INFO : Epoch 1763 | loss: 0.0311948 | val_loss: 0.0312091 | Time: 3043.19 ms [2021-03-08 12:07:03 main:574] : INFO : Epoch 1764 | loss: 0.0311948 | val_loss: 0.0312031 | Time: 3041.97 ms [2021-03-08 12:07:06 main:574] : INFO : Epoch 1765 | loss: 0.0311925 | val_loss: 0.031202 | Time: 3019.25 ms [2021-03-08 12:07:09 main:574] : INFO : Epoch 1766 | loss: 0.0311919 | val_loss: 0.0312031 | Time: 3034.23 ms [2021-03-08 12:07:12 main:574] : INFO : Epoch 1767 | loss: 0.031193 | val_loss: 0.0312083 | Time: 3064.44 ms [2021-03-08 12:07:15 main:574] : INFO : Epoch 1768 | loss: 0.0311935 | val_loss: 0.0312023 | Time: 3014.38 ms [2021-03-08 12:07:18 main:574] : INFO : Epoch 1769 | loss: 0.0311914 | val_loss: 0.0312029 | Time: 3017.71 ms [2021-03-08 12:07:21 main:574] : INFO : Epoch 1770 | loss: 0.0311924 | val_loss: 0.0312029 | Time: 3011.63 ms [2021-03-08 12:07:25 main:574] : INFO : Epoch 1771 | loss: 0.0311965 | val_loss: 0.0312024 | Time: 3026.95 ms [2021-03-08 12:07:28 main:574] : INFO : Epoch 1772 | loss: 0.0311918 | val_loss: 0.0312022 | Time: 3028.14 ms [2021-03-08 12:07:31 main:574] : INFO : Epoch 1773 | loss: 0.0311918 | val_loss: 0.0312019 | Time: 3041.47 ms [2021-03-08 12:07:34 main:574] : INFO : Epoch 1774 | loss: 0.0311928 | val_loss: 0.0312029 | Time: 3067.14 ms [2021-03-08 12:07:37 main:574] : INFO : Epoch 1775 | loss: 0.031193 | val_loss: 0.0312013 | Time: 3064.5 ms [2021-03-08 12:07:40 main:574] : INFO : Epoch 1776 | loss: 0.031192 | val_loss: 0.0312012 | Time: 3067.4 ms [2021-03-08 12:07:43 main:574] : INFO : Epoch 1777 | loss: 0.0311928 | val_loss: 0.0312017 | Time: 3047.23 ms [2021-03-08 12:07:46 main:574] : INFO : Epoch 1778 | loss: 0.0311923 | val_loss: 0.0312032 | Time: 3020.1 ms [2021-03-08 12:07:49 main:574] : INFO : Epoch 1779 | loss: 0.0311926 | val_loss: 0.0312014 | Time: 3022.95 ms [2021-03-08 12:07:52 main:574] : INFO : Epoch 1780 | loss: 0.0311927 | val_loss: 0.0312031 | Time: 3034.59 ms [2021-03-08 12:07:55 main:574] : INFO : Epoch 1781 | loss: 0.0311948 | val_loss: 0.03121 | Time: 3051.01 ms [2021-03-08 12:07:58 main:574] : INFO : Epoch 1782 | loss: 0.0311959 | val_loss: 0.0312018 | Time: 3058.34 ms [2021-03-08 12:08:01 main:574] : INFO : Epoch 1783 | loss: 0.0311951 | val_loss: 0.0312032 | Time: 3037.64 ms [2021-03-08 12:08:04 main:574] : INFO : Epoch 1784 | loss: 0.031193 | val_loss: 0.0312027 | Time: 3015.73 ms [2021-03-08 12:08:08 main:574] : INFO : Epoch 1785 | loss: 0.0311921 | val_loss: 0.031201 | Time: 3017.35 ms [2021-03-08 12:08:11 main:574] : INFO : Epoch 1786 | loss: 0.0311918 | val_loss: 0.0312011 | Time: 3018.52 ms [2021-03-08 12:08:14 main:574] : INFO : Epoch 1787 | loss: 0.031191 | val_loss: 0.031202 | Time: 3017.14 ms [2021-03-08 12:08:17 main:574] : INFO : Epoch 1788 | loss: 0.0311921 | val_loss: 0.031204 | Time: 3020.65 ms [2021-03-08 12:08:20 main:574] : INFO : Epoch 1789 | loss: 0.031195 | val_loss: 0.0312034 | Time: 3049.99 ms [2021-03-08 12:08:23 main:574] : INFO : Epoch 1790 | loss: 0.0311912 | val_loss: 0.0312016 | Time: 3073.27 ms [2021-03-08 12:08:26 main:574] : INFO : Epoch 1791 | loss: 0.0311921 | val_loss: 0.0312024 | Time: 3013.39 ms [2021-03-08 12:08:29 main:574] : INFO : Epoch 1792 | loss: 0.0311925 | val_loss: 0.0312044 | Time: 3004.9 ms [2021-03-08 12:08:32 main:574] : INFO : Epoch 1793 | loss: 0.0311936 | val_loss: 0.0312019 | Time: 3043.85 ms [2021-03-08 12:08:35 main:574] : INFO : Epoch 1794 | loss: 0.0311925 | val_loss: 0.0312033 | Time: 3035.16 ms [2021-03-08 12:08:38 main:574] : INFO : Epoch 1795 | loss: 0.0311926 | val_loss: 0.0312057 | Time: 3035.4 ms [2021-03-08 12:08:41 main:574] : INFO : Epoch 1796 | loss: 0.0311922 | val_loss: 0.031201 | Time: 3006.73 ms [2021-03-08 12:08:44 main:574] : INFO : Epoch 1797 | loss: 0.0311907 | val_loss: 0.0312017 | Time: 3063.74 ms [2021-03-08 12:08:47 main:574] : INFO : Epoch 1798 | loss: 0.0311906 | val_loss: 0.0312021 | Time: 3038.03 ms [2021-03-08 12:08:50 main:574] : INFO : Epoch 1799 | loss: 0.0311913 | val_loss: 0.0312044 | Time: 3062.96 ms [2021-03-08 12:08:53 main:574] : INFO : Epoch 1800 | loss: 0.0311921 | val_loss: 0.0312005 | Time: 3017.19 ms [2021-03-08 12:08:57 main:574] : INFO : Epoch 1801 | loss: 0.0311923 | val_loss: 0.0312014 | Time: 3011.9 ms [2021-03-08 12:09:00 main:574] : INFO : Epoch 1802 | loss: 0.0311911 | val_loss: 0.0312014 | Time: 3046.13 ms [2021-03-08 12:09:03 main:574] : INFO : Epoch 1803 | loss: 0.0311915 | val_loss: 0.0312029 | Time: 3045.84 ms [2021-03-08 12:09:06 main:574] : INFO : Epoch 1804 | loss: 0.031194 | val_loss: 0.0312025 | Time: 3028.25 ms [2021-03-08 12:09:09 main:574] : INFO : Epoch 1805 | loss: 0.0311911 | val_loss: 0.031202 | Time: 3069.88 ms [2021-03-08 12:09:12 main:574] : INFO : Epoch 1806 | loss: 0.0311906 | val_loss: 0.0312021 | Time: 3036.54 ms [2021-03-08 12:09:15 main:574] : INFO : Epoch 1807 | loss: 0.0311916 | val_loss: 0.0312027 | Time: 3041.89 ms [2021-03-08 12:09:18 main:574] : INFO : Epoch 1808 | loss: 0.0311955 | val_loss: 0.031204 | Time: 3055.34 ms [2021-03-08 12:09:21 main:574] : INFO : Epoch 1809 | loss: 0.0311926 | val_loss: 0.0312071 | Time: 3054.49 ms [2021-03-08 12:09:24 main:574] : INFO : Epoch 1810 | loss: 0.0311942 | val_loss: 0.0312062 | Time: 3021.33 ms [2021-03-08 12:09:27 main:574] : INFO : Epoch 1811 | loss: 0.0311968 | val_loss: 0.0312083 | Time: 3043.57 ms [2021-03-08 12:09:30 main:574] : INFO : Epoch 1812 | loss: 0.0311967 | val_loss: 0.0312035 | Time: 3036.41 ms [2021-03-08 12:09:33 main:574] : INFO : Epoch 1813 | loss: 0.0311967 | val_loss: 0.0312056 | Time: 3056.69 ms [2021-03-08 12:09:36 main:574] : INFO : Epoch 1814 | loss: 0.0311962 | val_loss: 0.0312076 | Time: 3015.47 ms [2021-03-08 12:09:40 main:574] : INFO : Epoch 1815 | loss: 0.0311936 | val_loss: 0.0312026 | Time: 3044.83 ms [2021-03-08 12:09:43 main:574] : INFO : Epoch 1816 | loss: 0.031191 | val_loss: 0.0312023 | Time: 3040.89 ms [2021-03-08 12:09:46 main:574] : INFO : Epoch 1817 | loss: 0.0311927 | val_loss: 0.0312032 | Time: 3046.66 ms [2021-03-08 12:09:49 main:574] : INFO : Epoch 1818 | loss: 0.0311923 | val_loss: 0.0312014 | Time: 3207.17 ms [2021-03-08 12:09:52 main:574] : INFO : Epoch 1819 | loss: 0.0311915 | val_loss: 0.0312052 | Time: 3027.46 ms [2021-03-08 12:09:55 main:574] : INFO : Epoch 1820 | loss: 0.0311927 | val_loss: 0.0312039 | Time: 3068.29 ms [2021-03-08 12:09:58 main:574] : INFO : Epoch 1821 | loss: 0.0311927 | val_loss: 0.0312039 | Time: 3047.51 ms [2021-03-08 12:10:01 main:574] : INFO : Epoch 1822 | loss: 0.0311921 | val_loss: 0.0312039 | Time: 3034.13 ms [2021-03-08 12:10:04 main:574] : INFO : Epoch 1823 | loss: 0.0311961 | val_loss: 0.0312067 | Time: 3052.07 ms [2021-03-08 12:10:07 main:574] : INFO : Epoch 1824 | loss: 0.0311965 | val_loss: 0.031206 | Time: 3056.1 ms [2021-03-08 12:10:10 main:574] : INFO : Epoch 1825 | loss: 0.0311968 | val_loss: 0.0312087 | Time: 3043.78 ms [2021-03-08 12:10:14 main:574] : INFO : Epoch 1826 | loss: 0.0311956 | val_loss: 0.0312052 | Time: 3025.45 ms [2021-03-08 12:10:17 main:574] : INFO : Epoch 1827 | loss: 0.0311944 | val_loss: 0.0312029 | Time: 3050.25 ms [2021-03-08 12:10:20 main:574] : INFO : Epoch 1828 | loss: 0.031193 | val_loss: 0.031202 | Time: 3023.92 ms [2021-03-08 12:10:23 main:574] : INFO : Epoch 1829 | loss: 0.0311933 | val_loss: 0.0312031 | Time: 3052.93 ms [2021-03-08 12:10:26 main:574] : INFO : Epoch 1830 | loss: 0.031193 | val_loss: 0.0312029 | Time: 3031.46 ms [2021-03-08 12:10:29 main:574] : INFO : Epoch 1831 | loss: 0.0311934 | val_loss: 0.0312014 | Time: 3049.25 ms [2021-03-08 12:10:32 main:574] : INFO : Epoch 1832 | loss: 0.0311932 | val_loss: 0.0312025 | Time: 3032.07 ms [2021-03-08 12:10:35 main:574] : INFO : Epoch 1833 | loss: 0.0311923 | val_loss: 0.0312063 | Time: 3033.86 ms [2021-03-08 12:10:38 main:574] : INFO : Epoch 1834 | loss: 0.0311937 | val_loss: 0.0312034 | Time: 3031.07 ms [2021-03-08 12:10:41 main:574] : INFO : Epoch 1835 | loss: 0.0311925 | val_loss: 0.0312019 | Time: 3045.58 ms [2021-03-08 12:10:44 main:574] : INFO : Epoch 1836 | loss: 0.0311916 | val_loss: 0.0312022 | Time: 3042.56 ms [2021-03-08 12:10:47 main:574] : INFO : Epoch 1837 | loss: 0.0311928 | val_loss: 0.0312019 | Time: 3059.41 ms [2021-03-08 12:10:50 main:574] : INFO : Epoch 1838 | loss: 0.0311942 | val_loss: 0.0312034 | Time: 3036.91 ms [2021-03-08 12:10:53 main:574] : INFO : Epoch 1839 | loss: 0.031194 | val_loss: 0.0312063 | Time: 3061.99 ms [2021-03-08 12:10:57 main:574] : INFO : Epoch 1840 | loss: 0.0311933 | val_loss: 0.0312031 | Time: 3035.7 ms [2021-03-08 12:11:00 main:574] : INFO : Epoch 1841 | loss: 0.0311934 | val_loss: 0.0312009 | Time: 3051.76 ms [2021-03-08 12:11:03 main:574] : INFO : Epoch 1842 | loss: 0.0311915 | val_loss: 0.031203 | Time: 3023.8 ms [2021-03-08 12:11:06 main:574] : INFO : Epoch 1843 | loss: 0.0311912 | val_loss: 0.0312042 | Time: 3052.32 ms [2021-03-08 12:11:09 main:574] : INFO : Epoch 1844 | loss: 0.0311914 | val_loss: 0.0312005 | Time: 3037.75 ms [2021-03-08 12:11:12 main:574] : INFO : Epoch 1845 | loss: 0.0311918 | val_loss: 0.0312022 | Time: 3050.02 ms [2021-03-08 12:11:15 main:574] : INFO : Epoch 1846 | loss: 0.0311932 | val_loss: 0.0312034 | Time: 3036.62 ms [2021-03-08 12:11:18 main:574] : INFO : Epoch 1847 | loss: 0.0311953 | val_loss: 0.0312032 | Time: 3050.96 ms [2021-03-08 12:11:21 main:574] : INFO : Epoch 1848 | loss: 0.031194 | val_loss: 0.0312008 | Time: 3054.88 ms [2021-03-08 12:11:24 main:574] : INFO : Epoch 1849 | loss: 0.031193 | val_loss: 0.0312003 | Time: 3068.17 ms [2021-03-08 12:11:27 main:574] : INFO : Epoch 1850 | loss: 0.0311929 | val_loss: 0.0312013 | Time: 3011.41 ms [2021-03-08 12:11:30 main:574] : INFO : Epoch 1851 | loss: 0.0311919 | val_loss: 0.0312018 | Time: 3041.26 ms [2021-03-08 12:11:33 main:574] : INFO : Epoch 1852 | loss: 0.0311918 | val_loss: 0.0312006 | Time: 3028.16 ms [2021-03-08 12:11:36 main:574] : INFO : Epoch 1853 | loss: 0.0311915 | val_loss: 0.0312016 | Time: 3021.96 ms [2021-03-08 12:11:40 main:574] : INFO : Epoch 1854 | loss: 0.0311916 | val_loss: 0.0312054 | Time: 3059.44 ms [2021-03-08 12:11:43 main:574] : INFO : Epoch 1855 | loss: 0.0311913 | val_loss: 0.031202 | Time: 3052.5 ms [2021-03-08 12:11:46 main:574] : INFO : Epoch 1856 | loss: 0.0311914 | val_loss: 0.0312059 | Time: 3050.86 ms [2021-03-08 12:11:49 main:574] : INFO : Epoch 1857 | loss: 0.0311927 | val_loss: 0.0312057 | Time: 3066.12 ms [2021-03-08 12:11:52 main:574] : INFO : Epoch 1858 | loss: 0.0311908 | val_loss: 0.0312023 | Time: 3063.48 ms [2021-03-08 12:11:55 main:574] : INFO : Epoch 1859 | loss: 0.0311906 | val_loss: 0.0312032 | Time: 3059.8 ms [2021-03-08 12:11:58 main:574] : INFO : Epoch 1860 | loss: 0.031191 | val_loss: 0.0312035 | Time: 3035.78 ms [2021-03-08 12:12:01 main:574] : INFO : Epoch 1861 | loss: 0.0311913 | val_loss: 0.0312021 | Time: 3050.02 ms [2021-03-08 12:12:04 main:574] : INFO : Epoch 1862 | loss: 0.0311917 | val_loss: 0.0312023 | Time: 3020.56 ms [2021-03-08 12:12:07 main:574] : INFO : Epoch 1863 | loss: 0.031191 | val_loss: 0.0312014 | Time: 3044.9 ms [2021-03-08 12:12:10 main:574] : INFO : Epoch 1864 | loss: 0.0311926 | val_loss: 0.0312035 | Time: 3065 ms [2021-03-08 12:12:13 main:574] : INFO : Epoch 1865 | loss: 0.0311953 | val_loss: 0.0312019 | Time: 3053.93 ms [2021-03-08 12:12:16 main:574] : INFO : Epoch 1866 | loss: 0.0311926 | val_loss: 0.031203 | Time: 3040.5 ms [2021-03-08 12:12:20 main:574] : INFO : Epoch 1867 | loss: 0.0311916 | val_loss: 0.0312022 | Time: 3013.4 ms [2021-03-08 12:12:23 main:574] : INFO : Epoch 1868 | loss: 0.0311917 | val_loss: 0.0312025 | Time: 3050.37 ms [2021-03-08 12:12:26 main:574] : INFO : Epoch 1869 | loss: 0.0311957 | val_loss: 0.0312025 | Time: 3032.22 ms [2021-03-08 12:12:29 main:574] : INFO : Epoch 1870 | loss: 0.0311974 | val_loss: 0.0312044 | Time: 3023.09 ms [2021-03-08 12:12:32 main:574] : INFO : Epoch 1871 | loss: 0.0311933 | val_loss: 0.0312036 | Time: 3023.06 ms [2021-03-08 12:12:35 main:574] : INFO : Epoch 1872 | loss: 0.0311929 | val_loss: 0.0312068 | Time: 3042.63 ms [2021-03-08 12:12:38 main:574] : INFO : Epoch 1873 | loss: 0.031195 | val_loss: 0.0312081 | Time: 3045.13 ms [2021-03-08 12:12:41 main:574] : INFO : Epoch 1874 | loss: 0.0311947 | val_loss: 0.0312033 | Time: 3052.72 ms [2021-03-08 12:12:44 main:574] : INFO : Epoch 1875 | loss: 0.0311944 | val_loss: 0.0312066 | Time: 3067.84 ms [2021-03-08 12:12:47 main:574] : INFO : Epoch 1876 | loss: 0.0311932 | val_loss: 0.0312022 | Time: 3034.69 ms [2021-03-08 12:12:50 main:574] : INFO : Epoch 1877 | loss: 0.0311913 | val_loss: 0.0312033 | Time: 3034.72 ms [2021-03-08 12:12:53 main:574] : INFO : Epoch 1878 | loss: 0.0311908 | val_loss: 0.0312016 | Time: 3036.46 ms [2021-03-08 12:12:56 main:574] : INFO : Epoch 1879 | loss: 0.031194 | val_loss: 0.0312062 | Time: 3056.86 ms [2021-03-08 12:12:59 main:574] : INFO : Epoch 1880 | loss: 0.0311937 | val_loss: 0.0312057 | Time: 3044.02 ms [2021-03-08 12:13:02 main:574] : INFO : Epoch 1881 | loss: 0.0311973 | val_loss: 0.0312035 | Time: 3056.45 ms [2021-03-08 12:13:06 main:574] : INFO : Epoch 1882 | loss: 0.0311977 | val_loss: 0.0312077 | Time: 3042.02 ms [2021-03-08 12:13:09 main:574] : INFO : Epoch 1883 | loss: 0.0311938 | val_loss: 0.0312038 | Time: 3044.87 ms [2021-03-08 12:13:12 main:574] : INFO : Epoch 1884 | loss: 0.0311956 | val_loss: 0.0312119 | Time: 3048.36 ms [2021-03-08 12:13:15 main:574] : INFO : Epoch 1885 | loss: 0.0311928 | val_loss: 0.0312019 | Time: 3022.44 ms [2021-03-08 12:13:18 main:574] : INFO : Epoch 1886 | loss: 0.0311922 | val_loss: 0.0312033 | Time: 3044.94 ms [2021-03-08 12:13:21 main:574] : INFO : Epoch 1887 | loss: 0.0311926 | val_loss: 0.0312051 | Time: 3044.26 ms [2021-03-08 12:13:24 main:574] : INFO : Epoch 1888 | loss: 0.0311935 | val_loss: 0.0312021 | Time: 3056.07 ms [2021-03-08 12:13:27 main:574] : INFO : Epoch 1889 | loss: 0.0311918 | val_loss: 0.0312022 | Time: 3019.99 ms [2021-03-08 12:13:30 main:574] : INFO : Epoch 1890 | loss: 0.0311928 | val_loss: 0.0312013 | Time: 3046.57 ms [2021-03-08 12:13:33 main:574] : INFO : Epoch 1891 | loss: 0.031192 | val_loss: 0.0312013 | Time: 3017.3 ms [2021-03-08 12:13:36 main:574] : INFO : Epoch 1892 | loss: 0.031192 | val_loss: 0.0312024 | Time: 3023.7 ms [2021-03-08 12:13:39 main:574] : INFO : Epoch 1893 | loss: 0.0311905 | val_loss: 0.0312018 | Time: 3090.18 ms [2021-03-08 12:13:42 main:574] : INFO : Epoch 1894 | loss: 0.0311914 | val_loss: 0.0312023 | Time: 3057.67 ms [2021-03-08 12:13:45 main:574] : INFO : Epoch 1895 | loss: 0.031192 | val_loss: 0.0312025 | Time: 3057.66 ms [2021-03-08 12:13:49 main:574] : INFO : Epoch 1896 | loss: 0.0311925 | val_loss: 0.0312005 | Time: 3055.93 ms [2021-03-08 12:13:52 main:574] : INFO : Epoch 1897 | loss: 0.0311911 | val_loss: 0.0312004 | Time: 3034.22 ms [2021-03-08 12:13:55 main:574] : INFO : Epoch 1898 | loss: 0.0311912 | val_loss: 0.0312012 | Time: 3026.4 ms [2021-03-08 12:13:58 main:574] : INFO : Epoch 1899 | loss: 0.0311917 | val_loss: 0.0312061 | Time: 3044.89 ms [2021-03-08 12:14:01 main:574] : INFO : Epoch 1900 | loss: 0.0311925 | val_loss: 0.0312027 | Time: 3014.05 ms [2021-03-08 12:14:04 main:574] : INFO : Epoch 1901 | loss: 0.0311914 | val_loss: 0.0312023 | Time: 3088.96 ms [2021-03-08 12:14:07 main:574] : INFO : Epoch 1902 | loss: 0.0311913 | val_loss: 0.0312053 | Time: 3071.64 ms [2021-03-08 12:14:10 main:574] : INFO : Epoch 1903 | loss: 0.0311928 | val_loss: 0.0312099 | Time: 3033.24 ms [2021-03-08 12:14:13 main:574] : INFO : Epoch 1904 | loss: 0.0311966 | val_loss: 0.031205 | Time: 3036.29 ms [2021-03-08 12:14:16 main:574] : INFO : Epoch 1905 | loss: 0.0311946 | val_loss: 0.0312032 | Time: 3033.78 ms [2021-03-08 12:14:19 main:574] : INFO : Epoch 1906 | loss: 0.0311946 | val_loss: 0.0312096 | Time: 3022.81 ms [2021-03-08 12:14:22 main:574] : INFO : Epoch 1907 | loss: 0.0311943 | val_loss: 0.0312023 | Time: 3033.76 ms [2021-03-08 12:14:25 main:574] : INFO : Epoch 1908 | loss: 0.0311925 | val_loss: 0.0312034 | Time: 3045.7 ms [2021-03-08 12:14:28 main:574] : INFO : Epoch 1909 | loss: 0.0311935 | val_loss: 0.0312002 | Time: 3056.75 ms [2021-03-08 12:14:32 main:574] : INFO : Epoch 1910 | loss: 0.0311921 | val_loss: 0.0312005 | Time: 3040.57 ms [2021-03-08 12:14:35 main:574] : INFO : Epoch 1911 | loss: 0.0311925 | val_loss: 0.0312001 | Time: 3049.3 ms [2021-03-08 12:14:38 main:574] : INFO : Epoch 1912 | loss: 0.0311921 | val_loss: 0.0311996 | Time: 3047.93 ms [2021-03-08 12:14:41 main:574] : INFO : Epoch 1913 | loss: 0.031193 | val_loss: 0.031203 | Time: 3049.53 ms [2021-03-08 12:14:44 main:574] : INFO : Epoch 1914 | loss: 0.0311911 | val_loss: 0.0312012 | Time: 3061.35 ms [2021-03-08 12:14:47 main:574] : INFO : Epoch 1915 | loss: 0.0311912 | val_loss: 0.0312006 | Time: 3052.02 ms [2021-03-08 12:14:50 main:574] : INFO : Epoch 1916 | loss: 0.0311915 | val_loss: 0.0312015 | Time: 3043.32 ms [2021-03-08 12:14:53 main:574] : INFO : Epoch 1917 | loss: 0.0311913 | val_loss: 0.0312029 | Time: 3027.87 ms [2021-03-08 12:14:56 main:574] : INFO : Epoch 1918 | loss: 0.0311923 | val_loss: 0.0312018 | Time: 3052.01 ms [2021-03-08 12:14:59 main:574] : INFO : Epoch 1919 | loss: 0.0311908 | val_loss: 0.0312013 | Time: 3043.2 ms [2021-03-08 12:15:02 main:574] : INFO : Epoch 1920 | loss: 0.0311921 | val_loss: 0.0312042 | Time: 3024 ms [2021-03-08 12:15:05 main:574] : INFO : Epoch 1921 | loss: 0.0311926 | val_loss: 0.0312012 | Time: 3042.5 ms [2021-03-08 12:15:08 main:574] : INFO : Epoch 1922 | loss: 0.031191 | val_loss: 0.0312018 | Time: 3034.81 ms [2021-03-08 12:15:11 main:574] : INFO : Epoch 1923 | loss: 0.0311911 | val_loss: 0.0312011 | Time: 3039.45 ms [2021-03-08 12:15:15 main:574] : INFO : Epoch 1924 | loss: 0.0311915 | val_loss: 0.0312032 | Time: 3037.11 ms [2021-03-08 12:15:18 main:574] : INFO : Epoch 1925 | loss: 0.0311908 | val_loss: 0.0312004 | Time: 3049.54 ms [2021-03-08 12:15:21 main:574] : INFO : Epoch 1926 | loss: 0.0311914 | val_loss: 0.0312035 | Time: 3026.76 ms [2021-03-08 12:15:24 main:574] : INFO : Epoch 1927 | loss: 0.0311912 | val_loss: 0.0311992 | Time: 3016.01 ms [2021-03-08 12:15:27 main:574] : INFO : Epoch 1928 | loss: 0.0311923 | val_loss: 0.0312033 | Time: 3052.89 ms [2021-03-08 12:15:30 main:574] : INFO : Epoch 1929 | loss: 0.031193 | val_loss: 0.0312043 | Time: 3075.63 ms [2021-03-08 12:15:33 main:574] : INFO : Epoch 1930 | loss: 0.0311952 | val_loss: 0.0312044 | Time: 3051.21 ms [2021-03-08 12:15:36 main:574] : INFO : Epoch 1931 | loss: 0.0311915 | val_loss: 0.0312001 | Time: 3048.94 ms [2021-03-08 12:15:39 main:574] : INFO : Epoch 1932 | loss: 0.031192 | val_loss: 0.0312032 | Time: 3039.75 ms [2021-03-08 12:15:42 main:574] : INFO : Epoch 1933 | loss: 0.0311924 | val_loss: 0.0312006 | Time: 3084.31 ms [2021-03-08 12:15:45 main:574] : INFO : Epoch 1934 | loss: 0.0311922 | val_loss: 0.0311997 | Time: 3030.28 ms [2021-03-08 12:15:48 main:574] : INFO : Epoch 1935 | loss: 0.0311923 | val_loss: 0.0312008 | Time: 3059.05 ms [2021-03-08 12:15:52 main:574] : INFO : Epoch 1936 | loss: 0.031191 | val_loss: 0.0311999 | Time: 3043.21 ms [2021-03-08 12:15:55 main:574] : INFO : Epoch 1937 | loss: 0.0311914 | val_loss: 0.0312 | Time: 3029.32 ms [2021-03-08 12:15:58 main:574] : INFO : Epoch 1938 | loss: 0.0311927 | val_loss: 0.0312004 | Time: 3053.36 ms [2021-03-08 12:16:01 main:574] : INFO : Epoch 1939 | loss: 0.0311934 | val_loss: 0.0312011 | Time: 3062.22 ms [2021-03-08 12:16:04 main:574] : INFO : Epoch 1940 | loss: 0.0311928 | val_loss: 0.0312009 | Time: 3030.46 ms [2021-03-08 12:16:07 main:574] : INFO : Epoch 1941 | loss: 0.0311919 | val_loss: 0.0312 | Time: 3065.85 ms [2021-03-08 12:16:10 main:574] : INFO : Epoch 1942 | loss: 0.031193 | val_loss: 0.0312036 | Time: 3026.29 ms [2021-03-08 12:16:13 main:574] : INFO : Epoch 1943 | loss: 0.0311922 | val_loss: 0.0311994 | Time: 3086.56 ms [2021-03-08 12:16:16 main:574] : INFO : Epoch 1944 | loss: 0.0311906 | val_loss: 0.0311999 | Time: 3047.09 ms [2021-03-08 12:16:19 main:574] : INFO : Epoch 1945 | loss: 0.0311915 | val_loss: 0.0312003 | Time: 3037.15 ms [2021-03-08 12:16:22 main:574] : INFO : Epoch 1946 | loss: 0.0311914 | val_loss: 0.0312021 | Time: 3028.78 ms [2021-03-08 12:16:25 main:574] : INFO : Epoch 1947 | loss: 0.0311909 | val_loss: 0.0311999 | Time: 3059.75 ms [2021-03-08 12:16:28 main:574] : INFO : Epoch 1948 | loss: 0.0311927 | val_loss: 0.0312009 | Time: 3068.39 ms [2021-03-08 12:16:32 main:574] : INFO : Epoch 1949 | loss: 0.031192 | val_loss: 0.0312031 | Time: 3058.52 ms [2021-03-08 12:16:35 main:574] : INFO : Epoch 1950 | loss: 0.0311928 | val_loss: 0.0312005 | Time: 3042.97 ms [2021-03-08 12:16:38 main:574] : INFO : Epoch 1951 | loss: 0.031192 | val_loss: 0.0312002 | Time: 3070.73 ms [2021-03-08 12:16:41 main:574] : INFO : Epoch 1952 | loss: 0.0311915 | val_loss: 0.0312 | Time: 3051.05 ms [2021-03-08 12:16:44 main:574] : INFO : Epoch 1953 | loss: 0.0311917 | val_loss: 0.0311999 | Time: 3042.08 ms [2021-03-08 12:16:47 main:574] : INFO : Epoch 1954 | loss: 0.0311907 | val_loss: 0.031199 | Time: 3067.87 ms [2021-03-08 12:16:50 main:574] : INFO : Epoch 1955 | loss: 0.0311915 | val_loss: 0.0311993 | Time: 3064.26 ms [2021-03-08 12:16:53 main:574] : INFO : Epoch 1956 | loss: 0.0311932 | val_loss: 0.0312083 | Time: 3042.58 ms [2021-03-08 12:16:56 main:574] : INFO : Epoch 1957 | loss: 0.0312017 | val_loss: 0.0312089 | Time: 3026.61 ms [2021-03-08 12:16:59 main:574] : INFO : Epoch 1958 | loss: 0.0312011 | val_loss: 0.0312116 | Time: 3028.06 ms [2021-03-08 12:17:02 main:574] : INFO : Epoch 1959 | loss: 0.0311972 | val_loss: 0.0312015 | Time: 3039.11 ms [2021-03-08 12:17:05 main:574] : INFO : Epoch 1960 | loss: 0.031196 | val_loss: 0.0312034 | Time: 3047.09 ms [2021-03-08 12:17:09 main:574] : INFO : Epoch 1961 | loss: 0.0311971 | val_loss: 0.0312034 | Time: 3061.68 ms [2021-03-08 12:17:12 main:574] : INFO : Epoch 1962 | loss: 0.0311962 | val_loss: 0.0312035 | Time: 3082.11 ms [2021-03-08 12:17:15 main:574] : INFO : Epoch 1963 | loss: 0.0311957 | val_loss: 0.0312052 | Time: 3065.12 ms [2021-03-08 12:17:18 main:574] : INFO : Epoch 1964 | loss: 0.0311951 | val_loss: 0.0312015 | Time: 3043.42 ms [2021-03-08 12:17:21 main:574] : INFO : Epoch 1965 | loss: 0.0311939 | val_loss: 0.0312017 | Time: 3042.11 ms [2021-03-08 12:17:24 main:574] : INFO : Epoch 1966 | loss: 0.031193 | val_loss: 0.0312024 | Time: 3024.98 ms [2021-03-08 12:17:27 main:574] : INFO : Epoch 1967 | loss: 0.0311934 | val_loss: 0.0312031 | Time: 3066.77 ms [2021-03-08 12:17:30 main:574] : INFO : Epoch 1968 | loss: 0.0311945 | val_loss: 0.0312035 | Time: 3066.73 ms [2021-03-08 12:17:33 main:574] : INFO : Epoch 1969 | loss: 0.0311987 | val_loss: 0.0312116 | Time: 3042.95 ms [2021-03-08 12:17:36 main:574] : INFO : Epoch 1970 | loss: 0.0312158 | val_loss: 0.0312158 | Time: 3044.96 ms [2021-03-08 12:17:39 main:574] : INFO : Epoch 1971 | loss: 0.0312147 | val_loss: 0.0312162 | Time: 3050.29 ms [2021-03-08 12:17:42 main:574] : INFO : Epoch 1972 | loss: 0.031212 | val_loss: 0.0312156 | Time: 3057.55 ms [2021-03-08 12:17:46 main:574] : INFO : Epoch 1973 | loss: 0.0312114 | val_loss: 0.0312149 | Time: 3054.9 ms [2021-03-08 12:17:49 main:574] : INFO : Epoch 1974 | loss: 0.0312105 | val_loss: 0.0312142 | Time: 3055.91 ms [2021-03-08 12:17:52 main:574] : INFO : Epoch 1975 | loss: 0.0312098 | val_loss: 0.0312119 | Time: 3011.15 ms [2021-03-08 12:17:55 main:574] : INFO : Epoch 1976 | loss: 0.0312096 | val_loss: 0.0312118 | Time: 3078.04 ms [2021-03-08 12:17:58 main:574] : INFO : Epoch 1977 | loss: 0.031209 | val_loss: 0.031213 | Time: 3063.35 ms [2021-03-08 12:18:01 main:574] : INFO : Epoch 1978 | loss: 0.0312098 | val_loss: 0.0312189 | Time: 3044.39 ms [2021-03-08 12:18:04 main:574] : INFO : Epoch 1979 | loss: 0.0312097 | val_loss: 0.0312099 | Time: 3041.91 ms [2021-03-08 12:18:07 main:574] : INFO : Epoch 1980 | loss: 0.0312088 | val_loss: 0.0312096 | Time: 3015.74 ms [2021-03-08 12:18:10 main:574] : INFO : Epoch 1981 | loss: 0.0312107 | val_loss: 0.0312105 | Time: 3038.8 ms [2021-03-08 12:18:13 main:574] : INFO : Epoch 1982 | loss: 0.0312093 | val_loss: 0.0312101 | Time: 3042.92 ms [2021-03-08 12:18:16 main:574] : INFO : Epoch 1983 | loss: 0.0312172 | val_loss: 0.0312219 | Time: 3034 ms [2021-03-08 12:18:19 main:574] : INFO : Epoch 1984 | loss: 0.0315406 | val_loss: 0.0322753 | Time: 3044.48 ms [2021-03-08 12:18:22 main:574] : INFO : Epoch 1985 | loss: 0.0319284 | val_loss: 0.0314127 | Time: 3053.42 ms [2021-03-08 12:18:25 main:574] : INFO : Epoch 1986 | loss: 0.0313649 | val_loss: 0.0312764 | Time: 3067.42 ms [2021-03-08 12:18:28 main:574] : INFO : Epoch 1987 | loss: 0.0312472 | val_loss: 0.0312354 | Time: 3049.61 ms [2021-03-08 12:18:32 main:574] : INFO : Epoch 1988 | loss: 0.0312224 | val_loss: 0.0312197 | Time: 3031.83 ms [2021-03-08 12:18:35 main:574] : INFO : Epoch 1989 | loss: 0.031217 | val_loss: 0.0312152 | Time: 3068.36 ms [2021-03-08 12:18:38 main:574] : INFO : Epoch 1990 | loss: 0.0312145 | val_loss: 0.0312139 | Time: 3026.42 ms [2021-03-08 12:18:41 main:574] : INFO : Epoch 1991 | loss: 0.031213 | val_loss: 0.0312127 | Time: 3043.01 ms [2021-03-08 12:18:44 main:574] : INFO : Epoch 1992 | loss: 0.031213 | val_loss: 0.0312122 | Time: 3054.52 ms [2021-03-08 12:18:47 main:574] : INFO : Epoch 1993 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 3055.61 ms [2021-03-08 12:18:50 main:574] : INFO : Epoch 1994 | loss: 0.0312115 | val_loss: 0.0312189 | Time: 3028.78 ms [2021-03-08 12:18:53 main:574] : INFO : Epoch 1995 | loss: 0.0312107 | val_loss: 0.03121 | Time: 3031.12 ms [2021-03-08 12:18:56 main:574] : INFO : Epoch 1996 | loss: 0.0312083 | val_loss: 0.0312099 | Time: 3064.16 ms [2021-03-08 12:18:59 main:574] : INFO : Epoch 1997 | loss: 0.0312082 | val_loss: 0.031212 | Time: 3012.86 ms [2021-03-08 12:19:02 main:574] : INFO : Epoch 1998 | loss: 0.0312091 | val_loss: 0.0312102 | Time: 3032.92 ms [2021-03-08 12:19:05 main:574] : INFO : Epoch 1999 | loss: 0.0312082 | val_loss: 0.03121 | Time: 3029.69 ms [2021-03-08 12:19:08 main:574] : INFO : Epoch 2000 | loss: 0.0312078 | val_loss: 0.0312093 | Time: 3026.86 ms [2021-03-08 12:19:11 main:574] : INFO : Epoch 2001 | loss: 0.031207 | val_loss: 0.0312094 | Time: 3042.47 ms [2021-03-08 12:19:15 main:574] : INFO : Epoch 2002 | loss: 0.031207 | val_loss: 0.0312086 | Time: 3057.59 ms [2021-03-08 12:19:18 main:574] : INFO : Epoch 2003 | loss: 0.0312077 | val_loss: 0.0312112 | Time: 3047.69 ms [2021-03-08 12:19:21 main:574] : INFO : Epoch 2004 | loss: 0.0312079 | val_loss: 0.0312087 | Time: 3027.05 ms [2021-03-08 12:19:24 main:574] : INFO : Epoch 2005 | loss: 0.0312065 | val_loss: 0.0312117 | Time: 3046.39 ms [2021-03-08 12:19:27 main:574] : INFO : Epoch 2006 | loss: 0.0312082 | val_loss: 0.0312123 | Time: 3044.76 ms [2021-03-08 12:19:30 main:574] : INFO : Epoch 2007 | loss: 0.0312095 | val_loss: 0.0312116 | Time: 3061.44 ms [2021-03-08 12:19:33 main:574] : INFO : Epoch 2008 | loss: 0.0312076 | val_loss: 0.0312104 | Time: 3021.69 ms [2021-03-08 12:19:36 main:574] : INFO : Epoch 2009 | loss: 0.031207 | val_loss: 0.0312087 | Time: 3025.25 ms [2021-03-08 12:19:39 main:574] : INFO : Epoch 2010 | loss: 0.0312066 | val_loss: 0.0312109 | Time: 3025.69 ms [2021-03-08 12:19:42 main:574] : INFO : Epoch 2011 | loss: 0.0312059 | val_loss: 0.0312115 | Time: 3066.33 ms [2021-03-08 12:19:45 main:574] : INFO : Epoch 2012 | loss: 0.0312064 | val_loss: 0.031209 | Time: 3023.58 ms [2021-03-08 12:19:48 main:574] : INFO : Epoch 2013 | loss: 0.031207 | val_loss: 0.0312116 | Time: 3021.08 ms [2021-03-08 12:19:51 main:574] : INFO : Epoch 2014 | loss: 0.0312076 | val_loss: 0.0312104 | Time: 3041.63 ms [2021-03-08 12:19:54 main:574] : INFO : Epoch 2015 | loss: 0.0312073 | val_loss: 0.0312086 | Time: 3071.03 ms [2021-03-08 12:19:57 main:574] : INFO : Epoch 2016 | loss: 0.0312059 | val_loss: 0.0312086 | Time: 3050.95 ms [2021-03-08 12:20:01 main:574] : INFO : Epoch 2017 | loss: 0.0312056 | val_loss: 0.0312083 | Time: 3065.25 ms [2021-03-08 12:20:04 main:574] : INFO : Epoch 2018 | loss: 0.0312056 | val_loss: 0.0312082 | Time: 3053.93 ms [2021-03-08 12:20:07 main:574] : INFO : Epoch 2019 | loss: 0.0312059 | val_loss: 0.0312088 | Time: 3030.49 ms [2021-03-08 12:20:10 main:574] : INFO : Epoch 2020 | loss: 0.0312079 | val_loss: 0.0312102 | Time: 3052.08 ms [2021-03-08 12:20:13 main:574] : INFO : Epoch 2021 | loss: 0.0312072 | val_loss: 0.0312084 | Time: 3055.46 ms [2021-03-08 12:20:16 main:574] : INFO : Epoch 2022 | loss: 0.0312054 | val_loss: 0.0312081 | Time: 3035.88 ms [2021-03-08 12:20:19 main:574] : INFO : Epoch 2023 | loss: 0.0312055 | val_loss: 0.0312095 | Time: 3044.54 ms [2021-03-08 12:20:22 main:574] : INFO : Epoch 2024 | loss: 0.0312059 | val_loss: 0.0312093 | Time: 3019.04 ms [2021-03-08 12:20:25 main:574] : INFO : Epoch 2025 | loss: 0.031206 | val_loss: 0.0312095 | Time: 3045.09 ms [2021-03-08 12:20:28 main:574] : INFO : Epoch 2026 | loss: 0.0312049 | val_loss: 0.0312085 | Time: 3036.72 ms [2021-03-08 12:20:31 main:574] : INFO : Epoch 2027 | loss: 0.0312054 | val_loss: 0.0312092 | Time: 3069.09 ms [2021-03-08 12:20:34 main:574] : INFO : Epoch 2028 | loss: 0.0312065 | val_loss: 0.0312127 | Time: 3056.79 ms [2021-03-08 12:20:38 main:574] : INFO : Epoch 2029 | loss: 0.0312087 | val_loss: 0.0312123 | Time: 3030.6 ms [2021-03-08 12:20:41 main:574] : INFO : Epoch 2030 | loss: 0.0312052 | val_loss: 0.0312097 | Time: 3042.03 ms [2021-03-08 12:20:44 main:574] : INFO : Epoch 2031 | loss: 0.031205 | val_loss: 0.0312091 | Time: 3045.62 ms [2021-03-08 12:20:47 main:574] : INFO : Epoch 2032 | loss: 0.0312047 | val_loss: 0.0312085 | Time: 3052.28 ms [2021-03-08 12:20:50 main:574] : INFO : Epoch 2033 | loss: 0.0312045 | val_loss: 0.0312089 | Time: 3022.86 ms [2021-03-08 12:20:53 main:574] : INFO : Epoch 2034 | loss: 0.0312042 | val_loss: 0.0312088 | Time: 3045.64 ms [2021-03-08 12:20:56 main:574] : INFO : Epoch 2035 | loss: 0.0312056 | val_loss: 0.031209 | Time: 3061.58 ms [2021-03-08 12:20:59 main:574] : INFO : Epoch 2036 | loss: 0.0312057 | val_loss: 0.031209 | Time: 3055.31 ms [2021-03-08 12:21:02 main:574] : INFO : Epoch 2037 | loss: 0.0312053 | val_loss: 0.0312084 | Time: 3032.58 ms [2021-03-08 12:21:05 main:574] : INFO : Epoch 2038 | loss: 0.0312057 | val_loss: 0.0312089 | Time: 3033.41 ms [2021-03-08 12:21:08 main:574] : INFO : Epoch 2039 | loss: 0.0312044 | val_loss: 0.0312087 | Time: 3039.26 ms [2021-03-08 12:21:11 main:574] : INFO : Epoch 2040 | loss: 0.0312044 | val_loss: 0.0312087 | Time: 3054.87 ms [2021-03-08 12:21:14 main:574] : INFO : Epoch 2041 | loss: 0.0312053 | val_loss: 0.031209 | Time: 3076.13 ms [2021-03-08 12:21:17 main:574] : INFO : Epoch 2042 | loss: 0.0312051 | val_loss: 0.031209 | Time: 3037.32 ms [2021-03-08 12:21:21 main:574] : INFO : Epoch 2043 | loss: 0.0312067 | val_loss: 0.0312099 | Time: 3050.62 ms [2021-03-08 12:21:24 main:574] : INFO : Epoch 2044 | loss: 0.0312055 | val_loss: 0.031209 | Time: 3032.36 ms [2021-03-08 12:21:27 main:574] : INFO : Epoch 2045 | loss: 0.0312042 | val_loss: 0.0312091 | Time: 3038.53 ms [2021-03-08 12:21:30 main:574] : INFO : Epoch 2046 | loss: 0.0312147 | val_loss: 0.0312148 | Time: 3037.85 ms [2021-03-08 12:21:33 main:574] : INFO : Epoch 2047 | loss: 0.0312163 | val_loss: 0.0312162 | Time: 3021.89 ms [2021-03-08 12:21:36 main:574] : INFO : Epoch 2048 | loss: 0.031214 | val_loss: 0.0312137 | Time: 3031.95 ms [2021-03-08 12:21:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312137 [2021-03-08 12:21:36 main:603] : INFO : Saving end state to config to file [2021-03-08 12:21:36 main:608] : INFO : Success, exiting.. 12:21:36 (7816): 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)