Task 3556423
| Name | ParityModified-1609263606-30732-2_0 |
| Workunit | 1778123 |
| Created | 5 Jan 2021, 14:08:07 UTC |
| Sent | 6 Jan 2021, 18:33:38 UTC |
| Report deadline | 13 Jan 2021, 18:33:38 UTC |
| Received | 6 Jan 2021, 21:42:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1945 |
| Run time | 2 hours 4 min 52 sec |
| CPU time | 1 hours 59 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,131.31 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> ms [2021-01-06 21:07:48 main:574] : INFO : Epoch 1542 | loss: 0.0312379 | val_loss: 0.0312356 | Time: 3544.65 ms [2021-01-06 21:07:52 main:574] : INFO : Epoch 1543 | loss: 0.0312375 | val_loss: 0.0312347 | Time: 3514.97 ms [2021-01-06 21:07:55 main:574] : INFO : Epoch 1544 | loss: 0.0312368 | val_loss: 0.0312351 | Time: 3493 ms [2021-01-06 21:07:59 main:574] : INFO : Epoch 1545 | loss: 0.031236 | val_loss: 0.031234 | Time: 3528.77 ms [2021-01-06 21:08:02 main:574] : INFO : Epoch 1546 | loss: 0.0312352 | val_loss: 0.0312333 | Time: 3492.7 ms [2021-01-06 21:08:06 main:574] : INFO : Epoch 1547 | loss: 0.0312347 | val_loss: 0.0312341 | Time: 3478.15 ms [2021-01-06 21:08:09 main:574] : INFO : Epoch 1548 | loss: 0.0312341 | val_loss: 0.0312313 | Time: 3526.18 ms [2021-01-06 21:08:13 main:574] : INFO : Epoch 1549 | loss: 0.0312329 | val_loss: 0.031231 | Time: 3567.07 ms [2021-01-06 21:08:17 main:574] : INFO : Epoch 1550 | loss: 0.0312323 | val_loss: 0.0312299 | Time: 3541.26 ms [2021-01-06 21:08:20 main:574] : INFO : Epoch 1551 | loss: 0.031231 | val_loss: 0.031229 | Time: 3506.14 ms [2021-01-06 21:08:24 main:574] : INFO : Epoch 1552 | loss: 0.0312303 | val_loss: 0.0312288 | Time: 3522.24 ms [2021-01-06 21:08:27 main:574] : INFO : Epoch 1553 | loss: 0.0312298 | val_loss: 0.0312273 | Time: 3552.21 ms [2021-01-06 21:08:31 main:574] : INFO : Epoch 1554 | loss: 0.0312284 | val_loss: 0.0312264 | Time: 3527.04 ms [2021-01-06 21:08:34 main:574] : INFO : Epoch 1555 | loss: 0.0312283 | val_loss: 0.0312256 | Time: 3503.76 ms [2021-01-06 21:08:38 main:574] : INFO : Epoch 1556 | loss: 0.0312275 | val_loss: 0.0312247 | Time: 3541.7 ms [2021-01-06 21:08:41 main:574] : INFO : Epoch 1557 | loss: 0.0312259 | val_loss: 0.0312241 | Time: 3490.43 ms [2021-01-06 21:08:45 main:574] : INFO : Epoch 1558 | loss: 0.0312253 | val_loss: 0.0312234 | Time: 3559.86 ms [2021-01-06 21:08:49 main:574] : INFO : Epoch 1559 | loss: 0.0312247 | val_loss: 0.0312228 | Time: 3527.84 ms [2021-01-06 21:08:52 main:574] : INFO : Epoch 1560 | loss: 0.031224 | val_loss: 0.0312222 | Time: 3552.51 ms [2021-01-06 21:08:56 main:574] : INFO : Epoch 1561 | loss: 0.0312234 | val_loss: 0.0312213 | Time: 3512.26 ms [2021-01-06 21:08:59 main:574] : INFO : Epoch 1562 | loss: 0.0312228 | val_loss: 0.031221 | Time: 3531.54 ms [2021-01-06 21:09:03 main:574] : INFO : Epoch 1563 | loss: 0.0312221 | val_loss: 0.0312203 | Time: 3527.4 ms [2021-01-06 21:09:06 main:574] : INFO : Epoch 1564 | loss: 0.0312217 | val_loss: 0.0312199 | Time: 3535.41 ms [2021-01-06 21:09:10 main:574] : INFO : Epoch 1565 | loss: 0.0312211 | val_loss: 0.0312192 | Time: 3524.44 ms [2021-01-06 21:09:13 main:574] : INFO : Epoch 1566 | loss: 0.0312209 | val_loss: 0.0312191 | Time: 3515.34 ms [2021-01-06 21:09:17 main:574] : INFO : Epoch 1567 | loss: 0.0312205 | val_loss: 0.0312184 | Time: 3517.27 ms [2021-01-06 21:09:20 main:574] : INFO : Epoch 1568 | loss: 0.0312198 | val_loss: 0.0312181 | Time: 3503.02 ms [2021-01-06 21:09:24 main:574] : INFO : Epoch 1569 | loss: 0.0312195 | val_loss: 0.0312181 | Time: 3481.89 ms [2021-01-06 21:09:28 main:574] : INFO : Epoch 1570 | loss: 0.0312194 | val_loss: 0.0312171 | Time: 3570.28 ms [2021-01-06 21:09:31 main:574] : INFO : Epoch 1571 | loss: 0.0312182 | val_loss: 0.0312162 | Time: 3517.18 ms [2021-01-06 21:09:35 main:574] : INFO : Epoch 1572 | loss: 0.031218 | val_loss: 0.0312165 | Time: 3525.56 ms [2021-01-06 21:09:38 main:574] : INFO : Epoch 1573 | loss: 0.0312171 | val_loss: 0.0312153 | Time: 3521.08 ms [2021-01-06 21:09:42 main:574] : INFO : Epoch 1574 | loss: 0.0312167 | val_loss: 0.0312147 | Time: 3567.6 ms [2021-01-06 21:09:45 main:574] : INFO : Epoch 1575 | loss: 0.0312169 | val_loss: 0.0312152 | Time: 3517.41 ms [2021-01-06 21:09:49 main:574] : INFO : Epoch 1576 | loss: 0.0312164 | val_loss: 0.0312137 | Time: 3515.91 ms [2021-01-06 21:09:52 main:574] : INFO : Epoch 1577 | loss: 0.0312158 | val_loss: 0.0312136 | Time: 3517 ms [2021-01-06 21:09:56 main:574] : INFO : Epoch 1578 | loss: 0.0312151 | val_loss: 0.0312125 | Time: 3511.61 ms [2021-01-06 21:09:59 main:574] : INFO : Epoch 1579 | loss: 0.031214 | val_loss: 0.0312116 | Time: 3504.4 ms [2021-01-06 21:10:03 main:574] : INFO : Epoch 1580 | loss: 0.0312132 | val_loss: 0.0312114 | Time: 3496.7 ms [2021-01-06 21:10:06 main:574] : INFO : Epoch 1581 | loss: 0.0312127 | val_loss: 0.0312104 | Time: 3544.87 ms [2021-01-06 21:10:10 main:574] : INFO : Epoch 1582 | loss: 0.0312125 | val_loss: 0.0312105 | Time: 3488.53 ms [2021-01-06 21:10:14 main:574] : INFO : Epoch 1583 | loss: 0.0312118 | val_loss: 0.03121 | Time: 3533.93 ms [2021-01-06 21:10:17 main:574] : INFO : Epoch 1584 | loss: 0.0312114 | val_loss: 0.0312092 | Time: 3641.6 ms [2021-01-06 21:10:21 main:574] : INFO : Epoch 1585 | loss: 0.0312109 | val_loss: 0.0312084 | Time: 3496.28 ms [2021-01-06 21:10:24 main:574] : INFO : Epoch 1586 | loss: 0.0312104 | val_loss: 0.0312085 | Time: 3543.98 ms [2021-01-06 21:10:28 main:574] : INFO : Epoch 1587 | loss: 0.0312101 | val_loss: 0.031208 | Time: 3743.52 ms [2021-01-06 21:10:32 main:574] : INFO : Epoch 1588 | loss: 0.0312097 | val_loss: 0.0312071 | Time: 3812.49 ms [2021-01-06 21:10:36 main:574] : INFO : Epoch 1589 | loss: 0.0312092 | val_loss: 0.0312075 | Time: 3718.39 ms [2021-01-06 21:10:39 main:574] : INFO : Epoch 1590 | loss: 0.0312092 | val_loss: 0.031208 | Time: 3493.25 ms [2021-01-06 21:10:43 main:574] : INFO : Epoch 1591 | loss: 0.031209 | val_loss: 0.0312067 | Time: 3783.2 ms [2021-01-06 21:10:47 main:574] : INFO : Epoch 1592 | loss: 0.0312085 | val_loss: 0.031206 | Time: 3660.6 ms [2021-01-06 21:10:50 main:574] : INFO : Epoch 1593 | loss: 0.0312095 | val_loss: 0.0312074 | Time: 3618.7 ms [2021-01-06 21:10:54 main:574] : INFO : Epoch 1594 | loss: 0.0312083 | val_loss: 0.0312059 | Time: 3592.3 ms [2021-01-06 21:10:58 main:574] : INFO : Epoch 1595 | loss: 0.0312073 | val_loss: 0.0312056 | Time: 3893.04 ms [2021-01-06 21:11:01 main:574] : INFO : Epoch 1596 | loss: 0.0312084 | val_loss: 0.0312064 | Time: 3626.16 ms [2021-01-06 21:11:05 main:574] : INFO : Epoch 1597 | loss: 0.0312086 | val_loss: 0.0312086 | Time: 3508.63 ms [2021-01-06 21:11:08 main:574] : INFO : Epoch 1598 | loss: 0.0312084 | val_loss: 0.0312057 | Time: 3517.34 ms [2021-01-06 21:11:12 main:574] : INFO : Epoch 1599 | loss: 0.0312066 | val_loss: 0.0312048 | Time: 3570.4 ms [2021-01-06 21:11:16 main:574] : INFO : Epoch 1600 | loss: 0.0312065 | val_loss: 0.0312045 | Time: 3797.53 ms [2021-01-06 21:11:20 main:574] : INFO : Epoch 1601 | loss: 0.0312058 | val_loss: 0.0312044 | Time: 4076.86 ms [2021-01-06 21:11:25 main:574] : INFO : Epoch 1602 | loss: 0.0312057 | val_loss: 0.0312042 | Time: 4637.47 ms [2021-01-06 21:11:30 main:574] : INFO : Epoch 1603 | loss: 0.0312057 | val_loss: 0.0312054 | Time: 4879.25 ms [2021-01-06 21:11:35 main:574] : INFO : Epoch 1604 | loss: 0.0312079 | val_loss: 0.0312044 | Time: 5386.44 ms [2021-01-06 21:11:39 main:574] : INFO : Epoch 1605 | loss: 0.0312062 | val_loss: 0.0312029 | Time: 4064.34 ms [2021-01-06 21:11:44 main:574] : INFO : Epoch 1606 | loss: 0.0312055 | val_loss: 0.0312071 | Time: 5154.7 ms [2021-01-06 21:11:50 main:574] : INFO : Epoch 1607 | loss: 0.0312061 | val_loss: 0.0312046 | Time: 5767.42 ms [2021-01-06 21:11:56 main:574] : INFO : Epoch 1608 | loss: 0.0312042 | val_loss: 0.0312025 | Time: 5428.9 ms [2021-01-06 21:12:01 main:574] : INFO : Epoch 1609 | loss: 0.0312039 | val_loss: 0.0312034 | Time: 5258.59 ms [2021-01-06 21:12:05 main:574] : INFO : Epoch 1610 | loss: 0.0312037 | val_loss: 0.0312024 | Time: 3921.05 ms [2021-01-06 21:12:09 main:574] : INFO : Epoch 1611 | loss: 0.0312029 | val_loss: 0.0312025 | Time: 3711.67 ms [2021-01-06 21:12:12 main:574] : INFO : Epoch 1612 | loss: 0.0312031 | val_loss: 0.0312022 | Time: 3649.54 ms [2021-01-06 21:12:16 main:574] : INFO : Epoch 1613 | loss: 0.0312028 | val_loss: 0.0312026 | Time: 3768.21 ms [2021-01-06 21:12:20 main:574] : INFO : Epoch 1614 | loss: 0.0312034 | val_loss: 0.0312025 | Time: 3670.89 ms [2021-01-06 21:12:23 main:574] : INFO : Epoch 1615 | loss: 0.0312026 | val_loss: 0.0312025 | Time: 3616.84 ms [2021-01-06 21:12:27 main:574] : INFO : Epoch 1616 | loss: 0.0312039 | val_loss: 0.0312016 | Time: 3873.1 ms [2021-01-06 21:12:31 main:574] : INFO : Epoch 1617 | loss: 0.0312025 | val_loss: 0.031201 | Time: 3878.62 ms [2021-01-06 21:12:35 main:574] : INFO : Epoch 1618 | loss: 0.0312025 | val_loss: 0.0312005 | Time: 3712.3 ms [2021-01-06 21:12:38 main:574] : INFO : Epoch 1619 | loss: 0.031202 | val_loss: 0.0312003 | Time: 3538.29 ms [2021-01-06 21:12:42 main:574] : INFO : Epoch 1620 | loss: 0.0312016 | val_loss: 0.0312004 | Time: 3954.05 ms [2021-01-06 21:12:47 main:574] : INFO : Epoch 1621 | loss: 0.0312021 | val_loss: 0.0312 | Time: 4484.96 ms [2021-01-06 21:12:51 main:574] : INFO : Epoch 1622 | loss: 0.0312018 | val_loss: 0.0311997 | Time: 3647.95 ms [2021-01-06 21:12:54 main:574] : INFO : Epoch 1623 | loss: 0.0312019 | val_loss: 0.0312038 | Time: 3498.89 ms [2021-01-06 21:12:58 main:574] : INFO : Epoch 1624 | loss: 0.0312025 | val_loss: 0.0312029 | Time: 3547.25 ms [2021-01-06 21:13:01 main:574] : INFO : Epoch 1625 | loss: 0.0312006 | val_loss: 0.0311986 | Time: 3529.84 ms [2021-01-06 21:13:05 main:574] : INFO : Epoch 1626 | loss: 0.0311996 | val_loss: 0.0311991 | Time: 3473.96 ms [2021-01-06 21:13:08 main:574] : INFO : Epoch 1627 | loss: 0.0311994 | val_loss: 0.0311979 | Time: 3516.5 ms [2021-01-06 21:13:12 main:574] : INFO : Epoch 1628 | loss: 0.0311994 | val_loss: 0.0311988 | Time: 3472.27 ms [2021-01-06 21:13:15 main:574] : INFO : Epoch 1629 | loss: 0.0311993 | val_loss: 0.0311995 | Time: 3637.2 ms [2021-01-06 21:13:19 main:574] : INFO : Epoch 1630 | loss: 0.0311982 | val_loss: 0.0311965 | Time: 3534.69 ms [2021-01-06 21:13:22 main:574] : INFO : Epoch 1631 | loss: 0.0311976 | val_loss: 0.0311973 | Time: 3500.64 ms [2021-01-06 21:13:26 main:574] : INFO : Epoch 1632 | loss: 0.0311981 | val_loss: 0.0311966 | Time: 3465.76 ms [2021-01-06 21:13:29 main:574] : INFO : Epoch 1633 | loss: 0.0311967 | val_loss: 0.0311958 | Time: 3477.97 ms [2021-01-06 21:13:33 main:574] : INFO : Epoch 1634 | loss: 0.0311978 | val_loss: 0.0311959 | Time: 3457.91 ms [2021-01-06 21:13:36 main:574] : INFO : Epoch 1635 | loss: 0.0311975 | val_loss: 0.0311963 | Time: 3533.88 ms [2021-01-06 21:13:40 main:574] : INFO : Epoch 1636 | loss: 0.0311965 | val_loss: 0.031198 | Time: 3505.31 ms [2021-01-06 21:13:44 main:574] : INFO : Epoch 1637 | loss: 0.031197 | val_loss: 0.0311963 | Time: 3472.67 ms [2021-01-06 21:13:47 main:574] : INFO : Epoch 1638 | loss: 0.0311971 | val_loss: 0.0311959 | Time: 3473.3 ms [2021-01-06 21:13:51 main:574] : INFO : Epoch 1639 | loss: 0.0311968 | val_loss: 0.0311982 | Time: 3528.5 ms [2021-01-06 21:13:54 main:574] : INFO : Epoch 1640 | loss: 0.0311978 | val_loss: 0.0311949 | Time: 3482.49 ms [2021-01-06 21:13:58 main:574] : INFO : Epoch 1641 | loss: 0.0311958 | val_loss: 0.0311957 | Time: 3565.47 ms [2021-01-06 21:14:01 main:574] : INFO : Epoch 1642 | loss: 0.0311963 | val_loss: 0.0311959 | Time: 3498.17 ms [2021-01-06 21:14:05 main:574] : INFO : Epoch 1643 | loss: 0.0311956 | val_loss: 0.0311943 | Time: 3512.1 ms [2021-01-06 21:14:08 main:574] : INFO : Epoch 1644 | loss: 0.0311951 | val_loss: 0.031195 | Time: 3492.18 ms [2021-01-06 21:14:12 main:574] : INFO : Epoch 1645 | loss: 0.0311957 | val_loss: 0.0311944 | Time: 3514.72 ms [2021-01-06 21:14:15 main:574] : INFO : Epoch 1646 | loss: 0.0311952 | val_loss: 0.031194 | Time: 3571.16 ms [2021-01-06 21:14:19 main:574] : INFO : Epoch 1647 | loss: 0.0311946 | val_loss: 0.0311939 | Time: 3618.64 ms [2021-01-06 21:14:22 main:574] : INFO : Epoch 1648 | loss: 0.0311948 | val_loss: 0.0311934 | Time: 3499.46 ms [2021-01-06 21:14:26 main:574] : INFO : Epoch 1649 | loss: 0.0311953 | val_loss: 0.0311957 | Time: 3451.95 ms [2021-01-06 21:14:29 main:574] : INFO : Epoch 1650 | loss: 0.0311951 | val_loss: 0.0311934 | Time: 3479.33 ms [2021-01-06 21:14:33 main:574] : INFO : Epoch 1651 | loss: 0.0311979 | val_loss: 0.0311964 | Time: 3601.08 ms [2021-01-06 21:14:37 main:574] : INFO : Epoch 1652 | loss: 0.0311974 | val_loss: 0.0311932 | Time: 3630.98 ms [2021-01-06 21:14:40 main:574] : INFO : Epoch 1653 | loss: 0.0311974 | val_loss: 0.0311942 | Time: 3625.25 ms [2021-01-06 21:14:44 main:574] : INFO : Epoch 1654 | loss: 0.0311951 | val_loss: 0.0311964 | Time: 3579.46 ms [2021-01-06 21:14:48 main:574] : INFO : Epoch 1655 | loss: 0.0311979 | val_loss: 0.031195 | Time: 3644.96 ms [2021-01-06 21:14:51 main:574] : INFO : Epoch 1656 | loss: 0.0311973 | val_loss: 0.0311929 | Time: 3577.28 ms [2021-01-06 21:14:55 main:574] : INFO : Epoch 1657 | loss: 0.0311992 | val_loss: 0.031195 | Time: 3508.63 ms [2021-01-06 21:14:59 main:574] : INFO : Epoch 1658 | loss: 0.0311943 | val_loss: 0.031193 | Time: 3959.57 ms [2021-01-06 21:15:03 main:574] : INFO : Epoch 1659 | loss: 0.031197 | val_loss: 0.0311951 | Time: 4167.48 ms [2021-01-06 21:15:07 main:574] : INFO : Epoch 1660 | loss: 0.031197 | val_loss: 0.0311958 | Time: 3666.81 ms [2021-01-06 21:15:10 main:574] : INFO : Epoch 1661 | loss: 0.0311952 | val_loss: 0.0311938 | Time: 3602.08 ms [2021-01-06 21:15:14 main:574] : INFO : Epoch 1662 | loss: 0.031195 | val_loss: 0.0311932 | Time: 3735.65 ms [2021-01-06 21:15:18 main:574] : INFO : Epoch 1663 | loss: 0.031195 | val_loss: 0.0311974 | Time: 3572.47 ms [2021-01-06 21:15:21 main:574] : INFO : Epoch 1664 | loss: 0.0311949 | val_loss: 0.0311925 | Time: 3572.21 ms [2021-01-06 21:15:25 main:574] : INFO : Epoch 1665 | loss: 0.031194 | val_loss: 0.0311936 | Time: 3706.8 ms [2021-01-06 21:15:29 main:574] : INFO : Epoch 1666 | loss: 0.0311955 | val_loss: 0.0311956 | Time: 3603 ms [2021-01-06 21:15:32 main:574] : INFO : Epoch 1667 | loss: 0.0311952 | val_loss: 0.0311952 | Time: 3794.43 ms [2021-01-06 21:15:36 main:574] : INFO : Epoch 1668 | loss: 0.0311943 | val_loss: 0.0311931 | Time: 3615.32 ms [2021-01-06 21:15:40 main:574] : INFO : Epoch 1669 | loss: 0.031195 | val_loss: 0.0312016 | Time: 3552.25 ms [2021-01-06 21:15:43 main:574] : INFO : Epoch 1670 | loss: 0.0311964 | val_loss: 0.0311951 | Time: 3510.97 ms [2021-01-06 21:15:47 main:574] : INFO : Epoch 1671 | loss: 0.0311944 | val_loss: 0.0311944 | Time: 3525.34 ms [2021-01-06 21:15:50 main:574] : INFO : Epoch 1672 | loss: 0.031199 | val_loss: 0.0311931 | Time: 3477.37 ms [2021-01-06 21:15:54 main:574] : INFO : Epoch 1673 | loss: 0.0311939 | val_loss: 0.0311966 | Time: 3481.11 ms [2021-01-06 21:15:57 main:574] : INFO : Epoch 1674 | loss: 0.0311973 | val_loss: 0.0311974 | Time: 3500.84 ms [2021-01-06 21:16:01 main:574] : INFO : Epoch 1675 | loss: 0.0311958 | val_loss: 0.0311921 | Time: 3511.86 ms [2021-01-06 21:16:04 main:574] : INFO : Epoch 1676 | loss: 0.0311941 | val_loss: 0.0311968 | Time: 3461.04 ms [2021-01-06 21:16:08 main:574] : INFO : Epoch 1677 | loss: 0.0311967 | val_loss: 0.0311926 | Time: 3608.05 ms [2021-01-06 21:16:12 main:574] : INFO : Epoch 1678 | loss: 0.0311938 | val_loss: 0.031192 | Time: 3724.52 ms [2021-01-06 21:16:15 main:574] : INFO : Epoch 1679 | loss: 0.0311944 | val_loss: 0.0311989 | Time: 3659.25 ms [2021-01-06 21:16:19 main:574] : INFO : Epoch 1680 | loss: 0.0311965 | val_loss: 0.031193 | Time: 3698.01 ms [2021-01-06 21:16:23 main:574] : INFO : Epoch 1681 | loss: 0.0311943 | val_loss: 0.0312027 | Time: 3607.48 ms [2021-01-06 21:16:26 main:574] : INFO : Epoch 1682 | loss: 0.0311983 | val_loss: 0.0311953 | Time: 3580.54 ms [2021-01-06 21:16:30 main:574] : INFO : Epoch 1683 | loss: 0.0311972 | val_loss: 0.0312012 | Time: 3477.34 ms [2021-01-06 21:16:33 main:574] : INFO : Epoch 1684 | loss: 0.0311983 | val_loss: 0.0311978 | Time: 3531.38 ms [2021-01-06 21:16:37 main:574] : INFO : Epoch 1685 | loss: 0.0311959 | val_loss: 0.0311953 | Time: 3558.41 ms [2021-01-06 21:16:40 main:574] : INFO : Epoch 1686 | loss: 0.0312004 | val_loss: 0.0312035 | Time: 3499.88 ms [2021-01-06 21:16:44 main:574] : INFO : Epoch 1687 | loss: 0.0311982 | val_loss: 0.0311928 | Time: 3533.32 ms [2021-01-06 21:16:47 main:574] : INFO : Epoch 1688 | loss: 0.0311945 | val_loss: 0.0311915 | Time: 3561.65 ms [2021-01-06 21:16:51 main:574] : INFO : Epoch 1689 | loss: 0.0311938 | val_loss: 0.0311957 | Time: 3558.73 ms [2021-01-06 21:16:55 main:574] : INFO : Epoch 1690 | loss: 0.0311977 | val_loss: 0.031194 | Time: 3588.82 ms [2021-01-06 21:16:58 main:574] : INFO : Epoch 1691 | loss: 0.0311955 | val_loss: 0.0311944 | Time: 3782.76 ms [2021-01-06 21:17:02 main:574] : INFO : Epoch 1692 | loss: 0.0311937 | val_loss: 0.0311921 | Time: 3650.94 ms [2021-01-06 21:17:06 main:574] : INFO : Epoch 1693 | loss: 0.0311946 | val_loss: 0.0311921 | Time: 3690.91 ms [2021-01-06 21:17:09 main:574] : INFO : Epoch 1694 | loss: 0.0311964 | val_loss: 0.0311927 | Time: 3602.06 ms [2021-01-06 21:17:13 main:574] : INFO : Epoch 1695 | loss: 0.0312039 | val_loss: 0.0311938 | Time: 3587.44 ms [2021-01-06 21:17:17 main:574] : INFO : Epoch 1696 | loss: 0.0312013 | val_loss: 0.0311957 | Time: 3519.75 ms [2021-01-06 21:17:20 main:574] : INFO : Epoch 1697 | loss: 0.0311985 | val_loss: 0.0312072 | Time: 3531.56 ms [2021-01-06 21:17:24 main:574] : INFO : Epoch 1698 | loss: 0.0312102 | val_loss: 0.0311943 | Time: 3520.73 ms [2021-01-06 21:17:27 main:574] : INFO : Epoch 1699 | loss: 0.0312069 | val_loss: 0.0311963 | Time: 3506.7 ms [2021-01-06 21:17:31 main:574] : INFO : Epoch 1700 | loss: 0.0311983 | val_loss: 0.031192 | Time: 3615.58 ms [2021-01-06 21:17:35 main:574] : INFO : Epoch 1701 | loss: 0.0311941 | val_loss: 0.0311919 | Time: 3615.3 ms [2021-01-06 21:17:38 main:574] : INFO : Epoch 1702 | loss: 0.0311962 | val_loss: 0.0312031 | Time: 3547.28 ms [2021-01-06 21:17:42 main:574] : INFO : Epoch 1703 | loss: 0.0312054 | val_loss: 0.0311931 | Time: 3515.35 ms [2021-01-06 21:17:45 main:574] : INFO : Epoch 1704 | loss: 0.0311971 | val_loss: 0.0312169 | Time: 3596.43 ms [2021-01-06 21:17:49 main:574] : INFO : Epoch 1705 | loss: 0.0311958 | val_loss: 0.0311919 | Time: 3614.44 ms [2021-01-06 21:17:52 main:574] : INFO : Epoch 1706 | loss: 0.031193 | val_loss: 0.0311948 | Time: 3608.9 ms [2021-01-06 21:17:56 main:574] : INFO : Epoch 1707 | loss: 0.0311972 | val_loss: 0.0312097 | Time: 3596.1 ms [2021-01-06 21:18:00 main:574] : INFO : Epoch 1708 | loss: 0.0311983 | val_loss: 0.0311928 | Time: 3532.02 ms [2021-01-06 21:18:03 main:574] : INFO : Epoch 1709 | loss: 0.0311987 | val_loss: 0.0311979 | Time: 3537.78 ms [2021-01-06 21:18:07 main:574] : INFO : Epoch 1710 | loss: 0.0311958 | val_loss: 0.0311912 | Time: 3557.49 ms [2021-01-06 21:18:10 main:574] : INFO : Epoch 1711 | loss: 0.0311944 | val_loss: 0.0311925 | Time: 3566.6 ms [2021-01-06 21:18:14 main:574] : INFO : Epoch 1712 | loss: 0.0311954 | val_loss: 0.0311912 | Time: 3561.4 ms [2021-01-06 21:18:18 main:574] : INFO : Epoch 1713 | loss: 0.0311964 | val_loss: 0.031191 | Time: 3542.84 ms [2021-01-06 21:18:21 main:574] : INFO : Epoch 1714 | loss: 0.0311988 | val_loss: 0.0311919 | Time: 3601.04 ms [2021-01-06 21:18:25 main:574] : INFO : Epoch 1715 | loss: 0.031205 | val_loss: 0.031195 | Time: 3542.27 ms [2021-01-06 21:18:28 main:574] : INFO : Epoch 1716 | loss: 0.0311963 | val_loss: 0.031193 | Time: 3522.36 ms [2021-01-06 21:18:32 main:574] : INFO : Epoch 1717 | loss: 0.0311941 | val_loss: 0.0311917 | Time: 3634.39 ms [2021-01-06 21:18:36 main:574] : INFO : Epoch 1718 | loss: 0.0311944 | val_loss: 0.0311985 | Time: 3643.53 ms [2021-01-06 21:18:39 main:574] : INFO : Epoch 1719 | loss: 0.0311939 | val_loss: 0.0311917 | Time: 3630.34 ms [2021-01-06 21:18:43 main:574] : INFO : Epoch 1720 | loss: 0.0311937 | val_loss: 0.0311923 | Time: 3591.87 ms [2021-01-06 21:18:46 main:574] : INFO : Epoch 1721 | loss: 0.0311929 | val_loss: 0.0311912 | Time: 3531.38 ms [2021-01-06 21:18:50 main:574] : INFO : Epoch 1722 | loss: 0.0311956 | val_loss: 0.0311928 | Time: 3612.29 ms [2021-01-06 21:18:54 main:574] : INFO : Epoch 1723 | loss: 0.031195 | val_loss: 0.0311951 | Time: 3528.59 ms [2021-01-06 21:18:57 main:574] : INFO : Epoch 1724 | loss: 0.0311931 | val_loss: 0.031192 | Time: 3573.85 ms [2021-01-06 21:19:01 main:574] : INFO : Epoch 1725 | loss: 0.0311956 | val_loss: 0.0312001 | Time: 3724.78 ms [2021-01-06 21:19:04 main:574] : INFO : Epoch 1726 | loss: 0.0312023 | val_loss: 0.0311994 | Time: 3555.93 ms [2021-01-06 21:19:08 main:574] : INFO : Epoch 1727 | loss: 0.0312 | val_loss: 0.0311929 | Time: 3627.58 ms [2021-01-06 21:19:12 main:574] : INFO : Epoch 1728 | loss: 0.0312034 | val_loss: 0.031191 | Time: 3519.25 ms [2021-01-06 21:19:15 main:574] : INFO : Epoch 1729 | loss: 0.0311946 | val_loss: 0.0311924 | Time: 3494.68 ms [2021-01-06 21:19:19 main:574] : INFO : Epoch 1730 | loss: 0.0311945 | val_loss: 0.0311974 | Time: 3528.77 ms [2021-01-06 21:19:22 main:574] : INFO : Epoch 1731 | loss: 0.0311935 | val_loss: 0.0311977 | Time: 3612.38 ms [2021-01-06 21:19:26 main:574] : INFO : Epoch 1732 | loss: 0.0311961 | val_loss: 0.0311957 | Time: 3541.89 ms [2021-01-06 21:19:29 main:574] : INFO : Epoch 1733 | loss: 0.0311963 | val_loss: 0.0311908 | Time: 3545.34 ms [2021-01-06 21:19:33 main:574] : INFO : Epoch 1734 | loss: 0.0311948 | val_loss: 0.0311955 | Time: 3548.53 ms [2021-01-06 21:19:37 main:574] : INFO : Epoch 1735 | loss: 0.0311962 | val_loss: 0.0312005 | Time: 3555.31 ms [2021-01-06 21:19:40 main:574] : INFO : Epoch 1736 | loss: 0.0312087 | val_loss: 0.031203 | Time: 3566.22 ms [2021-01-06 21:19:44 main:574] : INFO : Epoch 1737 | loss: 0.0312054 | val_loss: 0.0312038 | Time: 3629.44 ms [2021-01-06 21:19:48 main:574] : INFO : Epoch 1738 | loss: 0.0311983 | val_loss: 0.0311911 | Time: 3658.37 ms [2021-01-06 21:19:51 main:574] : INFO : Epoch 1739 | loss: 0.0311958 | val_loss: 0.0311926 | Time: 3621.3 ms [2021-01-06 21:19:55 main:574] : INFO : Epoch 1740 | loss: 0.031195 | val_loss: 0.0311931 | Time: 3653.23 ms [2021-01-06 21:19:59 main:574] : INFO : Epoch 1741 | loss: 0.0311939 | val_loss: 0.0311908 | Time: 3660.46 ms [2021-01-06 21:20:02 main:574] : INFO : Epoch 1742 | loss: 0.0311929 | val_loss: 0.0311972 | Time: 3590.68 ms [2021-01-06 21:20:06 main:574] : INFO : Epoch 1743 | loss: 0.0311947 | val_loss: 0.0311906 | Time: 3594.09 ms [2021-01-06 21:20:09 main:574] : INFO : Epoch 1744 | loss: 0.0311948 | val_loss: 0.0312072 | Time: 3610.4 ms [2021-01-06 21:20:13 main:574] : INFO : Epoch 1745 | loss: 0.0311975 | val_loss: 0.0311904 | Time: 3605.67 ms [2021-01-06 21:20:17 main:574] : INFO : Epoch 1746 | loss: 0.0311961 | val_loss: 0.0311981 | Time: 3548.32 ms [2021-01-06 21:20:20 main:574] : INFO : Epoch 1747 | loss: 0.0312033 | val_loss: 0.0311917 | Time: 3637.76 ms [2021-01-06 21:20:24 main:574] : INFO : Epoch 1748 | loss: 0.0312042 | val_loss: 0.0312011 | Time: 3553.42 ms [2021-01-06 21:20:27 main:574] : INFO : Epoch 1749 | loss: 0.0311985 | val_loss: 0.031198 | Time: 3502.12 ms [2021-01-06 21:20:31 main:574] : INFO : Epoch 1750 | loss: 0.0311997 | val_loss: 0.0312009 | Time: 3589.99 ms [2021-01-06 21:20:35 main:574] : INFO : Epoch 1751 | loss: 0.0312043 | val_loss: 0.0312035 | Time: 3690.51 ms [2021-01-06 21:20:38 main:574] : INFO : Epoch 1752 | loss: 0.0311939 | val_loss: 0.0311964 | Time: 3732.75 ms [2021-01-06 21:20:42 main:574] : INFO : Epoch 1753 | loss: 0.0311949 | val_loss: 0.0311919 | Time: 3656.45 ms [2021-01-06 21:20:46 main:574] : INFO : Epoch 1754 | loss: 0.0311919 | val_loss: 0.0311947 | Time: 3615.67 ms [2021-01-06 21:20:49 main:574] : INFO : Epoch 1755 | loss: 0.0311965 | val_loss: 0.0311995 | Time: 3619.74 ms [2021-01-06 21:20:53 main:574] : INFO : Epoch 1756 | loss: 0.0311929 | val_loss: 0.0311941 | Time: 3542.72 ms [2021-01-06 21:20:57 main:574] : INFO : Epoch 1757 | loss: 0.0311944 | val_loss: 0.0311903 | Time: 3539.6 ms [2021-01-06 21:21:00 main:574] : INFO : Epoch 1758 | loss: 0.0311976 | val_loss: 0.0312021 | Time: 3569.98 ms [2021-01-06 21:21:04 main:574] : INFO : Epoch 1759 | loss: 0.0311953 | val_loss: 0.0311907 | Time: 3583.23 ms [2021-01-06 21:21:08 main:574] : INFO : Epoch 1760 | loss: 0.0311959 | val_loss: 0.0311942 | Time: 3831.48 ms [2021-01-06 21:21:11 main:574] : INFO : Epoch 1761 | loss: 0.0311947 | val_loss: 0.0311907 | Time: 3790.86 ms [2021-01-06 21:21:15 main:574] : INFO : Epoch 1762 | loss: 0.0312001 | val_loss: 0.0312099 | Time: 3636.08 ms [2021-01-06 21:21:19 main:574] : INFO : Epoch 1763 | loss: 0.0312044 | val_loss: 0.0311992 | Time: 3610.28 ms [2021-01-06 21:21:22 main:574] : INFO : Epoch 1764 | loss: 0.0311969 | val_loss: 0.0311938 | Time: 3570.09 ms [2021-01-06 21:21:26 main:574] : INFO : Epoch 1765 | loss: 0.0311945 | val_loss: 0.0311957 | Time: 3810.83 ms [2021-01-06 21:21:30 main:574] : INFO : Epoch 1766 | loss: 0.0311935 | val_loss: 0.0311929 | Time: 3657.4 ms [2021-01-06 21:21:33 main:574] : INFO : Epoch 1767 | loss: 0.0311932 | val_loss: 0.0311928 | Time: 3568.43 ms [2021-01-06 21:21:37 main:574] : INFO : Epoch 1768 | loss: 0.0311917 | val_loss: 0.0311906 | Time: 3528.77 ms [2021-01-06 21:21:41 main:574] : INFO : Epoch 1769 | loss: 0.0311944 | val_loss: 0.0312032 | Time: 3668.36 ms [2021-01-06 21:21:44 main:574] : INFO : Epoch 1770 | loss: 0.0312013 | val_loss: 0.031194 | Time: 3628.76 ms [2021-01-06 21:21:48 main:574] : INFO : Epoch 1771 | loss: 0.0312019 | val_loss: 0.0312042 | Time: 3635.63 ms [2021-01-06 21:21:52 main:574] : INFO : Epoch 1772 | loss: 0.0311965 | val_loss: 0.0312006 | Time: 3665.08 ms [2021-01-06 21:21:55 main:574] : INFO : Epoch 1773 | loss: 0.0311943 | val_loss: 0.0312018 | Time: 3671.14 ms [2021-01-06 21:21:59 main:574] : INFO : Epoch 1774 | loss: 0.0311945 | val_loss: 0.0311938 | Time: 3646.09 ms [2021-01-06 21:22:03 main:574] : INFO : Epoch 1775 | loss: 0.0311931 | val_loss: 0.0311916 | Time: 3577.59 ms [2021-01-06 21:22:06 main:574] : INFO : Epoch 1776 | loss: 0.0311952 | val_loss: 0.0312008 | Time: 3642.62 ms [2021-01-06 21:22:11 main:574] : INFO : Epoch 1777 | loss: 0.0311954 | val_loss: 0.031193 | Time: 4250 ms [2021-01-06 21:22:14 main:574] : INFO : Epoch 1778 | loss: 0.0311964 | val_loss: 0.0311911 | Time: 3927.39 ms [2021-01-06 21:22:18 main:574] : INFO : Epoch 1779 | loss: 0.0311959 | val_loss: 0.0311902 | Time: 3803.67 ms [2021-01-06 21:22:22 main:574] : INFO : Epoch 1780 | loss: 0.0311969 | val_loss: 0.0311971 | Time: 3623.45 ms [2021-01-06 21:22:26 main:574] : INFO : Epoch 1781 | loss: 0.0311955 | val_loss: 0.0311951 | Time: 3733.88 ms [2021-01-06 21:22:29 main:574] : INFO : Epoch 1782 | loss: 0.031193 | val_loss: 0.0311907 | Time: 3557.04 ms [2021-01-06 21:22:33 main:574] : INFO : Epoch 1783 | loss: 0.0311935 | val_loss: 0.0312093 | Time: 3629.7 ms [2021-01-06 21:22:37 main:574] : INFO : Epoch 1784 | loss: 0.0311951 | val_loss: 0.0312001 | Time: 3629.17 ms [2021-01-06 21:22:40 main:574] : INFO : Epoch 1785 | loss: 0.031196 | val_loss: 0.0311932 | Time: 3662.58 ms [2021-01-06 21:22:44 main:574] : INFO : Epoch 1786 | loss: 0.031195 | val_loss: 0.0311901 | Time: 3620.08 ms [2021-01-06 21:22:48 main:574] : INFO : Epoch 1787 | loss: 0.0311973 | val_loss: 0.0312119 | Time: 3611.14 ms [2021-01-06 21:22:51 main:574] : INFO : Epoch 1788 | loss: 0.031203 | val_loss: 0.0312088 | Time: 3588.5 ms [2021-01-06 21:22:55 main:574] : INFO : Epoch 1789 | loss: 0.0312018 | val_loss: 0.0311945 | Time: 3580.93 ms [2021-01-06 21:22:58 main:574] : INFO : Epoch 1790 | loss: 0.0311939 | val_loss: 0.0311977 | Time: 3534.89 ms [2021-01-06 21:23:02 main:574] : INFO : Epoch 1791 | loss: 0.0311959 | val_loss: 0.0311961 | Time: 3506.76 ms [2021-01-06 21:23:05 main:574] : INFO : Epoch 1792 | loss: 0.0311923 | val_loss: 0.0311927 | Time: 3511.49 ms [2021-01-06 21:23:09 main:574] : INFO : Epoch 1793 | loss: 0.0311933 | val_loss: 0.0311921 | Time: 3475.34 ms [2021-01-06 21:23:12 main:574] : INFO : Epoch 1794 | loss: 0.0311931 | val_loss: 0.0311923 | Time: 3461.07 ms [2021-01-06 21:23:16 main:574] : INFO : Epoch 1795 | loss: 0.0311921 | val_loss: 0.0311898 | Time: 3672.01 ms [2021-01-06 21:23:20 main:574] : INFO : Epoch 1796 | loss: 0.0311954 | val_loss: 0.031199 | Time: 3577.57 ms [2021-01-06 21:23:23 main:574] : INFO : Epoch 1797 | loss: 0.0311978 | val_loss: 0.0312206 | Time: 3559.76 ms [2021-01-06 21:23:27 main:574] : INFO : Epoch 1798 | loss: 0.0312011 | val_loss: 0.0311925 | Time: 3699.19 ms [2021-01-06 21:23:31 main:574] : INFO : Epoch 1799 | loss: 0.0311952 | val_loss: 0.0311907 | Time: 3750.38 ms [2021-01-06 21:23:34 main:574] : INFO : Epoch 1800 | loss: 0.0311914 | val_loss: 0.031192 | Time: 3760.58 ms [2021-01-06 21:23:38 main:574] : INFO : Epoch 1801 | loss: 0.0311935 | val_loss: 0.0312001 | Time: 3827.09 ms [2021-01-06 21:23:42 main:574] : INFO : Epoch 1802 | loss: 0.0311963 | val_loss: 0.0311916 | Time: 3951.06 ms [2021-01-06 21:23:46 main:574] : INFO : Epoch 1803 | loss: 0.0311934 | val_loss: 0.031197 | Time: 3779.31 ms [2021-01-06 21:23:50 main:574] : INFO : Epoch 1804 | loss: 0.0311969 | val_loss: 0.0311928 | Time: 3675.46 ms [2021-01-06 21:23:54 main:574] : INFO : Epoch 1805 | loss: 0.0311934 | val_loss: 0.0311931 | Time: 3710.49 ms [2021-01-06 21:23:57 main:574] : INFO : Epoch 1806 | loss: 0.0311928 | val_loss: 0.031192 | Time: 3619.32 ms [2021-01-06 21:24:01 main:574] : INFO : Epoch 1807 | loss: 0.0311923 | val_loss: 0.0311957 | Time: 3620.19 ms [2021-01-06 21:24:04 main:574] : INFO : Epoch 1808 | loss: 0.0311962 | val_loss: 0.031199 | Time: 3630.68 ms [2021-01-06 21:24:08 main:574] : INFO : Epoch 1809 | loss: 0.0311944 | val_loss: 0.0311915 | Time: 3600.53 ms [2021-01-06 21:24:12 main:574] : INFO : Epoch 1810 | loss: 0.0311915 | val_loss: 0.0311914 | Time: 3552.72 ms [2021-01-06 21:24:15 main:574] : INFO : Epoch 1811 | loss: 0.0311913 | val_loss: 0.0311933 | Time: 3720.31 ms [2021-01-06 21:24:19 main:574] : INFO : Epoch 1812 | loss: 0.0311917 | val_loss: 0.0311952 | Time: 3783.74 ms [2021-01-06 21:24:23 main:574] : INFO : Epoch 1813 | loss: 0.0311931 | val_loss: 0.0311933 | Time: 3721.87 ms [2021-01-06 21:24:27 main:574] : INFO : Epoch 1814 | loss: 0.0311916 | val_loss: 0.0311932 | Time: 3825.29 ms [2021-01-06 21:24:30 main:574] : INFO : Epoch 1815 | loss: 0.0311924 | val_loss: 0.0312021 | Time: 3668.23 ms [2021-01-06 21:24:34 main:574] : INFO : Epoch 1816 | loss: 0.0311922 | val_loss: 0.0311924 | Time: 3563.02 ms [2021-01-06 21:24:38 main:574] : INFO : Epoch 1817 | loss: 0.0311901 | val_loss: 0.0311909 | Time: 4014.51 ms [2021-01-06 21:24:42 main:574] : INFO : Epoch 1818 | loss: 0.0311917 | val_loss: 0.0311973 | Time: 3707.12 ms [2021-01-06 21:24:46 main:574] : INFO : Epoch 1819 | loss: 0.0311935 | val_loss: 0.0311941 | Time: 3647.96 ms [2021-01-06 21:24:49 main:574] : INFO : Epoch 1820 | loss: 0.0311917 | val_loss: 0.0311923 | Time: 3537.82 ms [2021-01-06 21:24:53 main:574] : INFO : Epoch 1821 | loss: 0.031192 | val_loss: 0.0311953 | Time: 3510.82 ms [2021-01-06 21:24:56 main:574] : INFO : Epoch 1822 | loss: 0.0311941 | val_loss: 0.0312013 | Time: 3556.54 ms [2021-01-06 21:25:00 main:574] : INFO : Epoch 1823 | loss: 0.0311959 | val_loss: 0.0311986 | Time: 3524.68 ms [2021-01-06 21:25:03 main:574] : INFO : Epoch 1824 | loss: 0.0311943 | val_loss: 0.0311928 | Time: 3525.67 ms [2021-01-06 21:25:07 main:574] : INFO : Epoch 1825 | loss: 0.0311935 | val_loss: 0.0311926 | Time: 3626.3 ms [2021-01-06 21:25:11 main:574] : INFO : Epoch 1826 | loss: 0.031193 | val_loss: 0.0311909 | Time: 3616.26 ms [2021-01-06 21:25:14 main:574] : INFO : Epoch 1827 | loss: 0.0311965 | val_loss: 0.0311925 | Time: 3680.55 ms [2021-01-06 21:25:18 main:574] : INFO : Epoch 1828 | loss: 0.0311944 | val_loss: 0.0311902 | Time: 3595.06 ms [2021-01-06 21:25:21 main:574] : INFO : Epoch 1829 | loss: 0.0311918 | val_loss: 0.0311975 | Time: 3485.91 ms [2021-01-06 21:25:25 main:574] : INFO : Epoch 1830 | loss: 0.031196 | val_loss: 0.0312001 | Time: 3508.48 ms [2021-01-06 21:25:28 main:574] : INFO : Epoch 1831 | loss: 0.0311965 | val_loss: 0.0311936 | Time: 3473.08 ms [2021-01-06 21:25:32 main:574] : INFO : Epoch 1832 | loss: 0.0312016 | val_loss: 0.03119 | Time: 3471.53 ms [2021-01-06 21:25:35 main:574] : INFO : Epoch 1833 | loss: 0.031195 | val_loss: 0.0311918 | Time: 3532.62 ms [2021-01-06 21:25:39 main:574] : INFO : Epoch 1834 | loss: 0.0311917 | val_loss: 0.0312003 | Time: 3501.31 ms [2021-01-06 21:25:42 main:574] : INFO : Epoch 1835 | loss: 0.0311933 | val_loss: 0.0311912 | Time: 3451.51 ms [2021-01-06 21:25:46 main:574] : INFO : Epoch 1836 | loss: 0.0311912 | val_loss: 0.0311974 | Time: 3465.11 ms [2021-01-06 21:25:50 main:574] : INFO : Epoch 1837 | loss: 0.0311915 | val_loss: 0.0311899 | Time: 3571.72 ms [2021-01-06 21:25:53 main:574] : INFO : Epoch 1838 | loss: 0.0312009 | val_loss: 0.0312085 | Time: 3627.8 ms [2021-01-06 21:25:57 main:574] : INFO : Epoch 1839 | loss: 0.031195 | val_loss: 0.0311945 | Time: 3684.93 ms [2021-01-06 21:26:00 main:574] : INFO : Epoch 1840 | loss: 0.0311919 | val_loss: 0.0311917 | Time: 3608.62 ms [2021-01-06 21:26:04 main:574] : INFO : Epoch 1841 | loss: 0.0311954 | val_loss: 0.0311939 | Time: 3491.07 ms [2021-01-06 21:26:07 main:574] : INFO : Epoch 1842 | loss: 0.0311909 | val_loss: 0.0311917 | Time: 3477.06 ms [2021-01-06 21:26:11 main:574] : INFO : Epoch 1843 | loss: 0.0311916 | val_loss: 0.0312023 | Time: 3476.54 ms [2021-01-06 21:26:14 main:574] : INFO : Epoch 1844 | loss: 0.031199 | val_loss: 0.0312091 | Time: 3443.84 ms [2021-01-06 21:26:18 main:574] : INFO : Epoch 1845 | loss: 0.0311977 | val_loss: 0.0311919 | Time: 3479.18 ms [2021-01-06 21:26:22 main:574] : INFO : Epoch 1846 | loss: 0.0311915 | val_loss: 0.0311914 | Time: 3549.1 ms [2021-01-06 21:26:25 main:574] : INFO : Epoch 1847 | loss: 0.0311919 | val_loss: 0.0311935 | Time: 3601.06 ms [2021-01-06 21:26:29 main:574] : INFO : Epoch 1848 | loss: 0.0311939 | val_loss: 0.0311925 | Time: 3462.15 ms [2021-01-06 21:26:32 main:574] : INFO : Epoch 1849 | loss: 0.0311918 | val_loss: 0.0311932 | Time: 3459.36 ms [2021-01-06 21:26:36 main:574] : INFO : Epoch 1850 | loss: 0.0311965 | val_loss: 0.0312055 | Time: 3536.15 ms [2021-01-06 21:26:39 main:574] : INFO : Epoch 1851 | loss: 0.031199 | val_loss: 0.0312051 | Time: 3553.7 ms [2021-01-06 21:26:43 main:574] : INFO : Epoch 1852 | loss: 0.0311958 | val_loss: 0.0311918 | Time: 3491.45 ms [2021-01-06 21:26:46 main:574] : INFO : Epoch 1853 | loss: 0.0311927 | val_loss: 0.0311897 | Time: 3512.12 ms [2021-01-06 21:26:50 main:574] : INFO : Epoch 1854 | loss: 0.031191 | val_loss: 0.0311951 | Time: 3489.29 ms [2021-01-06 21:26:53 main:574] : INFO : Epoch 1855 | loss: 0.0311917 | val_loss: 0.0311896 | Time: 3484.72 ms [2021-01-06 21:26:57 main:574] : INFO : Epoch 1856 | loss: 0.0311911 | val_loss: 0.0311996 | Time: 3495.16 ms [2021-01-06 21:27:01 main:574] : INFO : Epoch 1857 | loss: 0.0311952 | val_loss: 0.0311919 | Time: 4419.97 ms [2021-01-06 21:27:05 main:574] : INFO : Epoch 1858 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 3683.76 ms [2021-01-06 21:27:09 main:574] : INFO : Epoch 1859 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 3730.01 ms [2021-01-06 21:27:12 main:574] : INFO : Epoch 1860 | loss: 0.0311916 | val_loss: 0.0311931 | Time: 3638.38 ms [2021-01-06 21:27:16 main:574] : INFO : Epoch 1861 | loss: 0.0311912 | val_loss: 0.0311936 | Time: 3998.68 ms [2021-01-06 21:27:20 main:574] : INFO : Epoch 1862 | loss: 0.031196 | val_loss: 0.0311965 | Time: 3820.89 ms [2021-01-06 21:27:24 main:574] : INFO : Epoch 1863 | loss: 0.0311917 | val_loss: 0.0311918 | Time: 3651 ms [2021-01-06 21:27:28 main:574] : INFO : Epoch 1864 | loss: 0.031193 | val_loss: 0.0311912 | Time: 3639.91 ms [2021-01-06 21:27:31 main:574] : INFO : Epoch 1865 | loss: 0.031192 | val_loss: 0.0311962 | Time: 3537.13 ms [2021-01-06 21:27:35 main:574] : INFO : Epoch 1866 | loss: 0.0311919 | val_loss: 0.031191 | Time: 3501.95 ms [2021-01-06 21:27:38 main:574] : INFO : Epoch 1867 | loss: 0.031193 | val_loss: 0.0311909 | Time: 3613.85 ms [2021-01-06 21:27:42 main:574] : INFO : Epoch 1868 | loss: 0.03119 | val_loss: 0.0311918 | Time: 3575.35 ms [2021-01-06 21:27:46 main:574] : INFO : Epoch 1869 | loss: 0.0311918 | val_loss: 0.0311907 | Time: 4059.24 ms [2021-01-06 21:27:50 main:574] : INFO : Epoch 1870 | loss: 0.0311919 | val_loss: 0.0311903 | Time: 3792.2 ms [2021-01-06 21:27:53 main:574] : INFO : Epoch 1871 | loss: 0.0311955 | val_loss: 0.0311924 | Time: 3735.9 ms [2021-01-06 21:27:57 main:574] : INFO : Epoch 1872 | loss: 0.031192 | val_loss: 0.0311909 | Time: 3653.51 ms [2021-01-06 21:28:01 main:574] : INFO : Epoch 1873 | loss: 0.0311926 | val_loss: 0.0311918 | Time: 3663.28 ms [2021-01-06 21:28:05 main:574] : INFO : Epoch 1874 | loss: 0.0311915 | val_loss: 0.03119 | Time: 4115.57 ms [2021-01-06 21:28:09 main:574] : INFO : Epoch 1875 | loss: 0.031191 | val_loss: 0.0311899 | Time: 3798.99 ms [2021-01-06 21:28:12 main:574] : INFO : Epoch 1876 | loss: 0.0311909 | val_loss: 0.0311915 | Time: 3573.13 ms [2021-01-06 21:28:16 main:574] : INFO : Epoch 1877 | loss: 0.0311926 | val_loss: 0.0311931 | Time: 3523.46 ms [2021-01-06 21:28:19 main:574] : INFO : Epoch 1878 | loss: 0.0311908 | val_loss: 0.0311943 | Time: 3521.85 ms [2021-01-06 21:28:23 main:574] : INFO : Epoch 1879 | loss: 0.0311912 | val_loss: 0.0311913 | Time: 3539.57 ms [2021-01-06 21:28:27 main:574] : INFO : Epoch 1880 | loss: 0.0311934 | val_loss: 0.0311896 | Time: 3483.1 ms [2021-01-06 21:28:30 main:574] : INFO : Epoch 1881 | loss: 0.0311986 | val_loss: 0.0311956 | Time: 3657.21 ms [2021-01-06 21:28:34 main:574] : INFO : Epoch 1882 | loss: 0.0311975 | val_loss: 0.0312004 | Time: 3513.75 ms [2021-01-06 21:28:37 main:574] : INFO : Epoch 1883 | loss: 0.0311915 | val_loss: 0.0311911 | Time: 3457.05 ms [2021-01-06 21:28:41 main:574] : INFO : Epoch 1884 | loss: 0.0311929 | val_loss: 0.0311916 | Time: 3485.81 ms [2021-01-06 21:28:44 main:574] : INFO : Epoch 1885 | loss: 0.0311903 | val_loss: 0.0311909 | Time: 3664.34 ms [2021-01-06 21:28:48 main:574] : INFO : Epoch 1886 | loss: 0.0311911 | val_loss: 0.0311894 | Time: 3562.68 ms [2021-01-06 21:28:52 main:574] : INFO : Epoch 1887 | loss: 0.0311898 | val_loss: 0.0311916 | Time: 3864.09 ms [2021-01-06 21:28:56 main:574] : INFO : Epoch 1888 | loss: 0.0311966 | val_loss: 0.0311899 | Time: 3717.22 ms [2021-01-06 21:29:00 main:574] : INFO : Epoch 1889 | loss: 0.0311939 | val_loss: 0.0311923 | Time: 4293.92 ms [2021-01-06 21:29:04 main:574] : INFO : Epoch 1890 | loss: 0.0311926 | val_loss: 0.0311938 | Time: 3822.31 ms [2021-01-06 21:29:07 main:574] : INFO : Epoch 1891 | loss: 0.0311907 | val_loss: 0.0311974 | Time: 3557.87 ms [2021-01-06 21:29:11 main:574] : INFO : Epoch 1892 | loss: 0.0311935 | val_loss: 0.0311938 | Time: 3611.97 ms [2021-01-06 21:29:15 main:574] : INFO : Epoch 1893 | loss: 0.0311908 | val_loss: 0.0311933 | Time: 3559.94 ms [2021-01-06 21:29:18 main:574] : INFO : Epoch 1894 | loss: 0.0311922 | val_loss: 0.0311908 | Time: 3662.18 ms [2021-01-06 21:29:22 main:574] : INFO : Epoch 1895 | loss: 0.0311891 | val_loss: 0.0311911 | Time: 3596.9 ms [2021-01-06 21:29:25 main:574] : INFO : Epoch 1896 | loss: 0.0311898 | val_loss: 0.0311903 | Time: 3482.53 ms [2021-01-06 21:29:29 main:574] : INFO : Epoch 1897 | loss: 0.0311926 | val_loss: 0.0311975 | Time: 3516.36 ms [2021-01-06 21:29:33 main:574] : INFO : Epoch 1898 | loss: 0.0311955 | val_loss: 0.0311939 | Time: 3594.18 ms [2021-01-06 21:29:36 main:574] : INFO : Epoch 1899 | loss: 0.0311923 | val_loss: 0.0311899 | Time: 3586.8 ms [2021-01-06 21:29:40 main:574] : INFO : Epoch 1900 | loss: 0.0311902 | val_loss: 0.0311919 | Time: 3589.41 ms [2021-01-06 21:29:43 main:574] : INFO : Epoch 1901 | loss: 0.0311933 | val_loss: 0.0311983 | Time: 3526.58 ms [2021-01-06 21:29:47 main:574] : INFO : Epoch 1902 | loss: 0.0311932 | val_loss: 0.0311925 | Time: 3503.6 ms [2021-01-06 21:29:50 main:574] : INFO : Epoch 1903 | loss: 0.0311929 | val_loss: 0.0311918 | Time: 3455.36 ms [2021-01-06 21:29:54 main:574] : INFO : Epoch 1904 | loss: 0.0311926 | val_loss: 0.0311893 | Time: 3533.26 ms [2021-01-06 21:29:57 main:574] : INFO : Epoch 1905 | loss: 0.0311909 | val_loss: 0.031199 | Time: 3560.23 ms [2021-01-06 21:30:01 main:574] : INFO : Epoch 1906 | loss: 0.0311913 | val_loss: 0.0311908 | Time: 3494.47 ms [2021-01-06 21:30:04 main:574] : INFO : Epoch 1907 | loss: 0.0311906 | val_loss: 0.0311917 | Time: 3493.44 ms [2021-01-06 21:30:08 main:574] : INFO : Epoch 1908 | loss: 0.0311922 | val_loss: 0.0311911 | Time: 3488.33 ms [2021-01-06 21:30:11 main:574] : INFO : Epoch 1909 | loss: 0.0311901 | val_loss: 0.0311918 | Time: 3455.71 ms [2021-01-06 21:30:15 main:574] : INFO : Epoch 1910 | loss: 0.031191 | val_loss: 0.0311899 | Time: 3553.35 ms [2021-01-06 21:30:19 main:574] : INFO : Epoch 1911 | loss: 0.03119 | val_loss: 0.0311958 | Time: 3582.52 ms [2021-01-06 21:30:22 main:574] : INFO : Epoch 1912 | loss: 0.0311908 | val_loss: 0.0311929 | Time: 3665.89 ms [2021-01-06 21:30:26 main:574] : INFO : Epoch 1913 | loss: 0.0311909 | val_loss: 0.0311906 | Time: 3588.52 ms [2021-01-06 21:30:29 main:574] : INFO : Epoch 1914 | loss: 0.0311937 | val_loss: 0.031194 | Time: 3513.32 ms [2021-01-06 21:30:33 main:574] : INFO : Epoch 1915 | loss: 0.0311941 | val_loss: 0.0311924 | Time: 3444.13 ms [2021-01-06 21:30:36 main:574] : INFO : Epoch 1916 | loss: 0.0311932 | val_loss: 0.0311959 | Time: 3460.63 ms [2021-01-06 21:30:40 main:574] : INFO : Epoch 1917 | loss: 0.0311912 | val_loss: 0.0311908 | Time: 3505.31 ms [2021-01-06 21:30:43 main:574] : INFO : Epoch 1918 | loss: 0.0311899 | val_loss: 0.03119 | Time: 3486.94 ms [2021-01-06 21:30:47 main:574] : INFO : Epoch 1919 | loss: 0.031189 | val_loss: 0.0311916 | Time: 3594.63 ms [2021-01-06 21:30:51 main:574] : INFO : Epoch 1920 | loss: 0.0311893 | val_loss: 0.0311924 | Time: 3732.37 ms [2021-01-06 21:30:54 main:574] : INFO : Epoch 1921 | loss: 0.0311901 | val_loss: 0.0311903 | Time: 3501.35 ms [2021-01-06 21:30:58 main:574] : INFO : Epoch 1922 | loss: 0.0311901 | val_loss: 0.0311911 | Time: 3517.65 ms [2021-01-06 21:31:01 main:574] : INFO : Epoch 1923 | loss: 0.0311902 | val_loss: 0.0311911 | Time: 3493.98 ms [2021-01-06 21:31:05 main:574] : INFO : Epoch 1924 | loss: 0.0311899 | val_loss: 0.0311922 | Time: 3651 ms [2021-01-06 21:31:09 main:574] : INFO : Epoch 1925 | loss: 0.0311902 | val_loss: 0.0311925 | Time: 3638.67 ms [2021-01-06 21:31:12 main:574] : INFO : Epoch 1926 | loss: 0.0311945 | val_loss: 0.0312097 | Time: 3563.53 ms [2021-01-06 21:31:16 main:574] : INFO : Epoch 1927 | loss: 0.0312007 | val_loss: 0.0312046 | Time: 3510.97 ms [2021-01-06 21:31:19 main:574] : INFO : Epoch 1928 | loss: 0.0311967 | val_loss: 0.031202 | Time: 3506.37 ms [2021-01-06 21:31:23 main:574] : INFO : Epoch 1929 | loss: 0.0311941 | val_loss: 0.0311962 | Time: 3522.18 ms [2021-01-06 21:31:26 main:574] : INFO : Epoch 1930 | loss: 0.0311938 | val_loss: 0.0311924 | Time: 3483.5 ms [2021-01-06 21:31:30 main:574] : INFO : Epoch 1931 | loss: 0.031191 | val_loss: 0.0311898 | Time: 3546.37 ms [2021-01-06 21:31:34 main:574] : INFO : Epoch 1932 | loss: 0.0311923 | val_loss: 0.0311958 | Time: 3596.85 ms [2021-01-06 21:31:37 main:574] : INFO : Epoch 1933 | loss: 0.031195 | val_loss: 0.0311915 | Time: 3586.04 ms [2021-01-06 21:31:41 main:574] : INFO : Epoch 1934 | loss: 0.0311896 | val_loss: 0.0311936 | Time: 3576.29 ms [2021-01-06 21:31:45 main:574] : INFO : Epoch 1935 | loss: 0.0311885 | val_loss: 0.0311902 | Time: 3917.4 ms [2021-01-06 21:31:48 main:574] : INFO : Epoch 1936 | loss: 0.031192 | val_loss: 0.0311901 | Time: 3780.04 ms [2021-01-06 21:31:52 main:574] : INFO : Epoch 1937 | loss: 0.0311904 | val_loss: 0.0311917 | Time: 3701.53 ms [2021-01-06 21:32:06 main:574] : INFO : Epoch 1938 | loss: 0.0311901 | val_loss: 0.0311907 | Time: 13784.9 ms [2021-01-06 21:32:10 main:574] : INFO : Epoch 1939 | loss: 0.0311889 | val_loss: 0.031194 | Time: 4072.72 ms [2021-01-06 21:32:14 main:574] : INFO : Epoch 1940 | loss: 0.0311898 | val_loss: 0.0311946 | Time: 4222.6 ms [2021-01-06 21:32:18 main:574] : INFO : Epoch 1941 | loss: 0.0311894 | val_loss: 0.0311926 | Time: 3669.84 ms [2021-01-06 21:32:22 main:574] : INFO : Epoch 1942 | loss: 0.0311913 | val_loss: 0.0311948 | Time: 3668.75 ms [2021-01-06 21:32:25 main:574] : INFO : Epoch 1943 | loss: 0.0311938 | val_loss: 0.0312018 | Time: 3516.18 ms [2021-01-06 21:32:29 main:574] : INFO : Epoch 1944 | loss: 0.0311929 | val_loss: 0.0311906 | Time: 3497.09 ms [2021-01-06 21:32:32 main:574] : INFO : Epoch 1945 | loss: 0.0311896 | val_loss: 0.031191 | Time: 3689.45 ms [2021-01-06 21:32:36 main:574] : INFO : Epoch 1946 | loss: 0.0311913 | val_loss: 0.0311955 | Time: 3622.55 ms [2021-01-06 21:32:40 main:574] : INFO : Epoch 1947 | loss: 0.0311914 | val_loss: 0.0311896 | Time: 3622.06 ms [2021-01-06 21:32:44 main:574] : INFO : Epoch 1948 | loss: 0.0311879 | val_loss: 0.0311902 | Time: 3782.87 ms [2021-01-06 21:32:47 main:574] : INFO : Epoch 1949 | loss: 0.0311884 | val_loss: 0.0311894 | Time: 3553.29 ms [2021-01-06 21:32:53 main:574] : INFO : Epoch 1950 | loss: 0.0311885 | val_loss: 0.0311931 | Time: 5445.48 ms [2021-01-06 21:32:58 main:574] : INFO : Epoch 1951 | loss: 0.0311901 | val_loss: 0.0311925 | Time: 5055.68 ms [2021-01-06 21:33:03 main:574] : INFO : Epoch 1952 | loss: 0.0311885 | val_loss: 0.0311901 | Time: 4892.02 ms [2021-01-06 21:33:08 main:574] : INFO : Epoch 1953 | loss: 0.0311892 | val_loss: 0.0311916 | Time: 5086.82 ms [2021-01-06 21:33:13 main:574] : INFO : Epoch 1954 | loss: 0.0311879 | val_loss: 0.0311962 | Time: 4949.41 ms [2021-01-06 21:33:18 main:574] : INFO : Epoch 1955 | loss: 0.031189 | val_loss: 0.0311946 | Time: 4929.66 ms [2021-01-06 21:33:23 main:574] : INFO : Epoch 1956 | loss: 0.0311904 | val_loss: 0.0311916 | Time: 5101.78 ms [2021-01-06 21:33:28 main:574] : INFO : Epoch 1957 | loss: 0.0311886 | val_loss: 0.0311916 | Time: 5026.04 ms [2021-01-06 21:33:33 main:574] : INFO : Epoch 1958 | loss: 0.0311878 | val_loss: 0.0311929 | Time: 5020.37 ms [2021-01-06 21:33:38 main:574] : INFO : Epoch 1959 | loss: 0.0311892 | val_loss: 0.031191 | Time: 5010.74 ms [2021-01-06 21:33:43 main:574] : INFO : Epoch 1960 | loss: 0.0311903 | val_loss: 0.0311915 | Time: 4943.22 ms [2021-01-06 21:33:48 main:574] : INFO : Epoch 1961 | loss: 0.0311902 | val_loss: 0.0311968 | Time: 5002 ms [2021-01-06 21:33:53 main:574] : INFO : Epoch 1962 | loss: 0.0311906 | val_loss: 0.0311911 | Time: 4972.86 ms [2021-01-06 21:33:58 main:574] : INFO : Epoch 1963 | loss: 0.031192 | val_loss: 0.0311977 | Time: 4969.12 ms [2021-01-06 21:34:03 main:574] : INFO : Epoch 1964 | loss: 0.0311891 | val_loss: 0.0311908 | Time: 4880.4 ms [2021-01-06 21:34:08 main:574] : INFO : Epoch 1965 | loss: 0.0311928 | val_loss: 0.0311994 | Time: 4844.14 ms [2021-01-06 21:34:13 main:574] : INFO : Epoch 1966 | loss: 0.0311929 | val_loss: 0.0311918 | Time: 4847.71 ms [2021-01-06 21:34:17 main:574] : INFO : Epoch 1967 | loss: 0.0311892 | val_loss: 0.0311917 | Time: 4904.62 ms [2021-01-06 21:34:23 main:574] : INFO : Epoch 1968 | loss: 0.0311884 | val_loss: 0.0311906 | Time: 5078.57 ms [2021-01-06 21:34:27 main:574] : INFO : Epoch 1969 | loss: 0.0311876 | val_loss: 0.0311901 | Time: 4924.88 ms [2021-01-06 21:34:33 main:574] : INFO : Epoch 1970 | loss: 0.0311882 | val_loss: 0.0311911 | Time: 5027.88 ms [2021-01-06 21:34:37 main:574] : INFO : Epoch 1971 | loss: 0.0311878 | val_loss: 0.031192 | Time: 4856.8 ms [2021-01-06 21:34:42 main:574] : INFO : Epoch 1972 | loss: 0.031187 | val_loss: 0.0311907 | Time: 4846.56 ms [2021-01-06 21:34:47 main:574] : INFO : Epoch 1973 | loss: 0.0311875 | val_loss: 0.0311908 | Time: 4843.4 ms [2021-01-06 21:34:52 main:574] : INFO : Epoch 1974 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 5231.15 ms [2021-01-06 21:34:58 main:574] : INFO : Epoch 1975 | loss: 0.031187 | val_loss: 0.0311896 | Time: 5280.3 ms [2021-01-06 21:35:03 main:574] : INFO : Epoch 1976 | loss: 0.0311877 | val_loss: 0.0311939 | Time: 5259.4 ms [2021-01-06 21:35:08 main:574] : INFO : Epoch 1977 | loss: 0.031191 | val_loss: 0.0311908 | Time: 5358.84 ms [2021-01-06 21:35:14 main:574] : INFO : Epoch 1978 | loss: 0.0311901 | val_loss: 0.0311914 | Time: 5421.4 ms [2021-01-06 21:35:19 main:574] : INFO : Epoch 1979 | loss: 0.031189 | val_loss: 0.0311915 | Time: 5373.89 ms [2021-01-06 21:35:25 main:574] : INFO : Epoch 1980 | loss: 0.0311914 | val_loss: 0.0311959 | Time: 5324.61 ms [2021-01-06 21:35:30 main:574] : INFO : Epoch 1981 | loss: 0.0311889 | val_loss: 0.0311915 | Time: 5318.64 ms [2021-01-06 21:35:35 main:574] : INFO : Epoch 1982 | loss: 0.0311899 | val_loss: 0.0311948 | Time: 5375.13 ms [2021-01-06 21:35:41 main:574] : INFO : Epoch 1983 | loss: 0.0311925 | val_loss: 0.0311969 | Time: 5398.38 ms [2021-01-06 21:35:46 main:574] : INFO : Epoch 1984 | loss: 0.0311911 | val_loss: 0.0311949 | Time: 5346 ms [2021-01-06 21:35:51 main:574] : INFO : Epoch 1985 | loss: 0.0311879 | val_loss: 0.0311906 | Time: 5351.35 ms [2021-01-06 21:35:57 main:574] : INFO : Epoch 1986 | loss: 0.0311894 | val_loss: 0.0311919 | Time: 5326.73 ms [2021-01-06 21:36:02 main:574] : INFO : Epoch 1987 | loss: 0.0311882 | val_loss: 0.0311926 | Time: 5322.62 ms [2021-01-06 21:36:07 main:574] : INFO : Epoch 1988 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 5147.4 ms [2021-01-06 21:36:12 main:574] : INFO : Epoch 1989 | loss: 0.0311877 | val_loss: 0.0311898 | Time: 5108.35 ms [2021-01-06 21:36:18 main:574] : INFO : Epoch 1990 | loss: 0.0311862 | val_loss: 0.0311912 | Time: 5089.65 ms [2021-01-06 21:36:23 main:574] : INFO : Epoch 1991 | loss: 0.0311877 | val_loss: 0.0311919 | Time: 5073.21 ms [2021-01-06 21:36:28 main:574] : INFO : Epoch 1992 | loss: 0.0311892 | val_loss: 0.03119 | Time: 5061.05 ms [2021-01-06 21:36:33 main:574] : INFO : Epoch 1993 | loss: 0.0311886 | val_loss: 0.0311944 | Time: 5046.15 ms [2021-01-06 21:36:38 main:574] : INFO : Epoch 1994 | loss: 0.0311895 | val_loss: 0.0311968 | Time: 5097.46 ms [2021-01-06 21:36:43 main:574] : INFO : Epoch 1995 | loss: 0.0311901 | val_loss: 0.0311912 | Time: 5118.72 ms [2021-01-06 21:36:48 main:574] : INFO : Epoch 1996 | loss: 0.0311895 | val_loss: 0.0311922 | Time: 5104.29 ms [2021-01-06 21:36:54 main:574] : INFO : Epoch 1997 | loss: 0.0311908 | val_loss: 0.031203 | Time: 5321.48 ms [2021-01-06 21:36:59 main:574] : INFO : Epoch 1998 | loss: 0.0311902 | val_loss: 0.0311956 | Time: 5099.88 ms [2021-01-06 21:37:04 main:574] : INFO : Epoch 1999 | loss: 0.0311881 | val_loss: 0.0311919 | Time: 5093.93 ms [2021-01-06 21:37:09 main:574] : INFO : Epoch 2000 | loss: 0.0311887 | val_loss: 0.0311963 | Time: 5066.14 ms [2021-01-06 21:37:14 main:574] : INFO : Epoch 2001 | loss: 0.0311887 | val_loss: 0.031191 | Time: 5142.79 ms [2021-01-06 21:37:19 main:574] : INFO : Epoch 2002 | loss: 0.0311886 | val_loss: 0.0311927 | Time: 5108.05 ms [2021-01-06 21:37:24 main:574] : INFO : Epoch 2003 | loss: 0.0311873 | val_loss: 0.0311915 | Time: 5102.49 ms [2021-01-06 21:37:29 main:574] : INFO : Epoch 2004 | loss: 0.0311881 | val_loss: 0.0311919 | Time: 5065.09 ms [2021-01-06 21:37:34 main:574] : INFO : Epoch 2005 | loss: 0.0311871 | val_loss: 0.0311908 | Time: 4999.44 ms [2021-01-06 21:37:40 main:574] : INFO : Epoch 2006 | loss: 0.0311877 | val_loss: 0.0311928 | Time: 5064.01 ms [2021-01-06 21:37:45 main:574] : INFO : Epoch 2007 | loss: 0.0311883 | val_loss: 0.0311899 | Time: 5103.68 ms [2021-01-06 21:37:50 main:574] : INFO : Epoch 2008 | loss: 0.0311887 | val_loss: 0.0311912 | Time: 5123.27 ms [2021-01-06 21:37:55 main:574] : INFO : Epoch 2009 | loss: 0.0311877 | val_loss: 0.0311944 | Time: 5149.12 ms [2021-01-06 21:38:00 main:574] : INFO : Epoch 2010 | loss: 0.0311876 | val_loss: 0.0311913 | Time: 5133.02 ms [2021-01-06 21:38:05 main:574] : INFO : Epoch 2011 | loss: 0.0311881 | val_loss: 0.0311898 | Time: 5078.68 ms [2021-01-06 21:38:10 main:574] : INFO : Epoch 2012 | loss: 0.031189 | val_loss: 0.0311919 | Time: 5141.53 ms [2021-01-06 21:38:16 main:574] : INFO : Epoch 2013 | loss: 0.0311888 | val_loss: 0.0311894 | Time: 5160.98 ms [2021-01-06 21:38:21 main:574] : INFO : Epoch 2014 | loss: 0.0311886 | val_loss: 0.031189 | Time: 4991.07 ms [2021-01-06 21:38:26 main:574] : INFO : Epoch 2015 | loss: 0.031187 | val_loss: 0.0311899 | Time: 4985 ms [2021-01-06 21:38:31 main:574] : INFO : Epoch 2016 | loss: 0.03119 | val_loss: 0.0311908 | Time: 5086.92 ms [2021-01-06 21:38:36 main:574] : INFO : Epoch 2017 | loss: 0.031187 | val_loss: 0.0311923 | Time: 5109.5 ms [2021-01-06 21:38:41 main:574] : INFO : Epoch 2018 | loss: 0.0311871 | val_loss: 0.031191 | Time: 5001.13 ms [2021-01-06 21:38:46 main:574] : INFO : Epoch 2019 | loss: 0.0311869 | val_loss: 0.0311904 | Time: 5037.38 ms [2021-01-06 21:38:51 main:574] : INFO : Epoch 2020 | loss: 0.0311861 | val_loss: 0.0311918 | Time: 5005.81 ms [2021-01-06 21:38:56 main:574] : INFO : Epoch 2021 | loss: 0.0311884 | val_loss: 0.031194 | Time: 5071.64 ms [2021-01-06 21:39:01 main:574] : INFO : Epoch 2022 | loss: 0.0311885 | val_loss: 0.0311908 | Time: 5089.71 ms [2021-01-06 21:39:06 main:574] : INFO : Epoch 2023 | loss: 0.0311869 | val_loss: 0.0311898 | Time: 5048.06 ms [2021-01-06 21:39:11 main:574] : INFO : Epoch 2024 | loss: 0.0311887 | val_loss: 0.0311937 | Time: 5064.65 ms [2021-01-06 21:39:16 main:574] : INFO : Epoch 2025 | loss: 0.0311906 | val_loss: 0.0311933 | Time: 5126.06 ms [2021-01-06 21:39:22 main:574] : INFO : Epoch 2026 | loss: 0.0311866 | val_loss: 0.0311907 | Time: 5065.57 ms [2021-01-06 21:39:27 main:574] : INFO : Epoch 2027 | loss: 0.0311862 | val_loss: 0.0311896 | Time: 5024.9 ms [2021-01-06 21:39:32 main:574] : INFO : Epoch 2028 | loss: 0.0311862 | val_loss: 0.0311903 | Time: 5028.47 ms [2021-01-06 21:39:37 main:574] : INFO : Epoch 2029 | loss: 0.0311856 | val_loss: 0.0311908 | Time: 5143.45 ms [2021-01-06 21:39:42 main:574] : INFO : Epoch 2030 | loss: 0.0311855 | val_loss: 0.031194 | Time: 5099.13 ms [2021-01-06 21:39:47 main:574] : INFO : Epoch 2031 | loss: 0.0311864 | val_loss: 0.0311922 | Time: 5010.03 ms [2021-01-06 21:39:52 main:574] : INFO : Epoch 2032 | loss: 0.0311882 | val_loss: 0.0311892 | Time: 5001.47 ms [2021-01-06 21:39:57 main:574] : INFO : Epoch 2033 | loss: 0.0311865 | val_loss: 0.0311933 | Time: 5076.26 ms [2021-01-06 21:40:02 main:574] : INFO : Epoch 2034 | loss: 0.0311869 | val_loss: 0.0311964 | Time: 5140.97 ms [2021-01-06 21:40:07 main:574] : INFO : Epoch 2035 | loss: 0.0311874 | val_loss: 0.0311912 | Time: 5140.21 ms [2021-01-06 21:40:13 main:574] : INFO : Epoch 2036 | loss: 0.0311885 | val_loss: 0.0311908 | Time: 5155.86 ms [2021-01-06 21:40:18 main:574] : INFO : Epoch 2037 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 5123.45 ms [2021-01-06 21:40:23 main:574] : INFO : Epoch 2038 | loss: 0.0311857 | val_loss: 0.0311974 | Time: 5130.61 ms [2021-01-06 21:40:28 main:574] : INFO : Epoch 2039 | loss: 0.0311877 | val_loss: 0.0311941 | Time: 5107.25 ms [2021-01-06 21:40:33 main:574] : INFO : Epoch 2040 | loss: 0.0311899 | val_loss: 0.0311956 | Time: 5138.38 ms [2021-01-06 21:40:39 main:574] : INFO : Epoch 2041 | loss: 0.0311886 | val_loss: 0.0311944 | Time: 5249.66 ms [2021-01-06 21:40:44 main:574] : INFO : Epoch 2042 | loss: 0.0311873 | val_loss: 0.0311916 | Time: 5239.63 ms [2021-01-06 21:40:49 main:574] : INFO : Epoch 2043 | loss: 0.031187 | val_loss: 0.0311947 | Time: 5424.13 ms [2021-01-06 21:40:55 main:574] : INFO : Epoch 2044 | loss: 0.0311871 | val_loss: 0.031191 | Time: 5579.9 ms [2021-01-06 21:41:00 main:574] : INFO : Epoch 2045 | loss: 0.0311881 | val_loss: 0.0311994 | Time: 5415.71 ms [2021-01-06 21:41:06 main:574] : INFO : Epoch 2046 | loss: 0.031188 | val_loss: 0.0311909 | Time: 5479.57 ms [2021-01-06 21:41:11 main:574] : INFO : Epoch 2047 | loss: 0.0311859 | val_loss: 0.0311897 | Time: 5524.22 ms [2021-01-06 21:41:17 main:574] : INFO : Epoch 2048 | loss: 0.0311869 | val_loss: 0.0311992 | Time: 5559.95 ms [2021-01-06 21:41:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311992 [2021-01-06 21:41:17 main:603] : INFO : Saving end state to config to file [2021-01-06 21:41:17 main:608] : INFO : Success, exiting.. 21:41:17 (2952): 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)