Task 3736639
| Name | ParityModified-1611091246-28774-0_0 |
| Workunit | 1919099 |
| Created | 19 Jan 2021, 21:20:49 UTC |
| Sent | 20 Jan 2021, 16:21:53 UTC |
| Report deadline | 28 Jan 2021, 16:21:53 UTC |
| Received | 20 Jan 2021, 19:32:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 2 hours 12 min 36 sec |
| CPU time | 1 hours 57 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310728 | val_loss: 0.0311978 | Time: 3795.26 ms
[2021-01-20 10:02:10 main:574] : INFO : Epoch 1543 | loss: 0.0310701 | val_loss: 0.0312083 | Time: 3666.05 ms
[2021-01-20 10:02:14 main:574] : INFO : Epoch 1544 | loss: 0.0310642 | val_loss: 0.0312201 | Time: 3932.33 ms
[2021-01-20 10:02:18 main:574] : INFO : Epoch 1545 | loss: 0.0310703 | val_loss: 0.0312118 | Time: 3701.52 ms
[2021-01-20 10:02:22 main:574] : INFO : Epoch 1546 | loss: 0.0310653 | val_loss: 0.0312173 | Time: 3635.65 ms
[2021-01-20 10:02:25 main:574] : INFO : Epoch 1547 | loss: 0.0310634 | val_loss: 0.0312211 | Time: 3854.19 ms
[2021-01-20 10:02:29 main:574] : INFO : Epoch 1548 | loss: 0.0310669 | val_loss: 0.031228 | Time: 3730.01 ms
[2021-01-20 10:02:33 main:574] : INFO : Epoch 1549 | loss: 0.0310659 | val_loss: 0.0312097 | Time: 3762.32 ms
[2021-01-20 10:02:37 main:574] : INFO : Epoch 1550 | loss: 0.0310634 | val_loss: 0.0312127 | Time: 3977.1 ms
[2021-01-20 10:02:41 main:574] : INFO : Epoch 1551 | loss: 0.0310559 | val_loss: 0.031226 | Time: 3730.63 ms
[2021-01-20 10:02:45 main:574] : INFO : Epoch 1552 | loss: 0.0310661 | val_loss: 0.0311972 | Time: 3595.56 ms
[2021-01-20 10:02:48 main:574] : INFO : Epoch 1553 | loss: 0.031068 | val_loss: 0.0312156 | Time: 3497.24 ms
[2021-01-20 10:02:52 main:574] : INFO : Epoch 1554 | loss: 0.0310659 | val_loss: 0.0311996 | Time: 3668.51 ms
[2021-01-20 10:02:56 main:574] : INFO : Epoch 1555 | loss: 0.031076 | val_loss: 0.0312059 | Time: 3618.69 ms
[2021-01-20 10:03:00 main:574] : INFO : Epoch 1556 | loss: 0.0310795 | val_loss: 0.0312052 | Time: 3591.94 ms
[2021-01-20 10:03:03 main:574] : INFO : Epoch 1557 | loss: 0.031072 | val_loss: 0.0312055 | Time: 3617.52 ms
[2021-01-20 10:03:07 main:574] : INFO : Epoch 1558 | loss: 0.0310662 | val_loss: 0.0312121 | Time: 3641 ms
[2021-01-20 10:03:11 main:574] : INFO : Epoch 1559 | loss: 0.0310636 | val_loss: 0.0312099 | Time: 3548.81 ms
[2021-01-20 10:03:14 main:574] : INFO : Epoch 1560 | loss: 0.0310595 | val_loss: 0.0312195 | Time: 3469.27 ms
[2021-01-20 10:03:18 main:574] : INFO : Epoch 1561 | loss: 0.0310692 | val_loss: 0.0312157 | Time: 3582.44 ms
[2021-01-20 10:03:22 main:574] : INFO : Epoch 1562 | loss: 0.0310651 | val_loss: 0.0311946 | Time: 3846.86 ms
[2021-01-20 10:03:25 main:574] : INFO : Epoch 1563 | loss: 0.0310636 | val_loss: 0.0312069 | Time: 3589.64 ms
[2021-01-20 10:03:29 main:574] : INFO : Epoch 1564 | loss: 0.0310658 | val_loss: 0.0312298 | Time: 3705.39 ms
[2021-01-20 10:03:33 main:574] : INFO : Epoch 1565 | loss: 0.0310659 | val_loss: 0.0312208 | Time: 3594.53 ms
[2021-01-20 10:03:37 main:574] : INFO : Epoch 1566 | loss: 0.0310614 | val_loss: 0.031214 | Time: 3493.02 ms
[2021-01-20 10:03:40 main:574] : INFO : Epoch 1567 | loss: 0.031057 | val_loss: 0.0312315 | Time: 3580.66 ms
[2021-01-20 10:03:44 main:574] : INFO : Epoch 1568 | loss: 0.0310579 | val_loss: 0.031235 | Time: 3490.87 ms
[2021-01-20 10:03:48 main:574] : INFO : Epoch 1569 | loss: 0.0310597 | val_loss: 0.0312165 | Time: 4041.67 ms
[2021-01-20 10:03:52 main:574] : INFO : Epoch 1570 | loss: 0.0310592 | val_loss: 0.031214 | Time: 3675.11 ms
[2021-01-20 10:03:55 main:574] : INFO : Epoch 1571 | loss: 0.0310596 | val_loss: 0.0312099 | Time: 3505.89 ms
[2021-01-20 10:04:00 main:574] : INFO : Epoch 1572 | loss: 0.0310688 | val_loss: 0.03122 | Time: 3967.32 ms
[2021-01-20 10:04:03 main:574] : INFO : Epoch 1573 | loss: 0.0310612 | val_loss: 0.0312129 | Time: 3502.94 ms
[2021-01-20 10:04:07 main:574] : INFO : Epoch 1574 | loss: 0.0310582 | val_loss: 0.031214 | Time: 3609.3 ms
[2021-01-20 10:04:11 main:574] : INFO : Epoch 1575 | loss: 0.0310576 | val_loss: 0.0312233 | Time: 3822.27 ms
[2021-01-20 10:04:14 main:574] : INFO : Epoch 1576 | loss: 0.0310565 | val_loss: 0.0312041 | Time: 3445.19 ms
[2021-01-20 10:04:18 main:574] : INFO : Epoch 1577 | loss: 0.0310523 | val_loss: 0.0312068 | Time: 3986.22 ms
[2021-01-20 10:04:22 main:574] : INFO : Epoch 1578 | loss: 0.0310571 | val_loss: 0.031211 | Time: 3723.95 ms
[2021-01-20 10:04:26 main:574] : INFO : Epoch 1579 | loss: 0.0310651 | val_loss: 0.0312012 | Time: 3498.76 ms
[2021-01-20 10:04:30 main:574] : INFO : Epoch 1580 | loss: 0.0310666 | val_loss: 0.0312035 | Time: 3540.64 ms
[2021-01-20 10:04:34 main:574] : INFO : Epoch 1581 | loss: 0.0310632 | val_loss: 0.0312158 | Time: 3976.6 ms
[2021-01-20 10:04:38 main:574] : INFO : Epoch 1582 | loss: 0.0310572 | val_loss: 0.0312141 | Time: 4037.64 ms
[2021-01-20 10:04:41 main:574] : INFO : Epoch 1583 | loss: 0.0310579 | val_loss: 0.031212 | Time: 3536.5 ms
[2021-01-20 10:04:45 main:574] : INFO : Epoch 1584 | loss: 0.0310535 | val_loss: 0.0312143 | Time: 3825.17 ms
[2021-01-20 10:04:49 main:574] : INFO : Epoch 1585 | loss: 0.0310583 | val_loss: 0.0312183 | Time: 3465.8 ms
[2021-01-20 10:04:53 main:574] : INFO : Epoch 1586 | loss: 0.031062 | val_loss: 0.0312164 | Time: 3936.14 ms
[2021-01-20 10:04:57 main:574] : INFO : Epoch 1587 | loss: 0.0310608 | val_loss: 0.0312267 | Time: 3572.57 ms
[2021-01-20 10:05:00 main:574] : INFO : Epoch 1588 | loss: 0.0310588 | val_loss: 0.0312248 | Time: 3544.66 ms
[2021-01-20 10:05:04 main:574] : INFO : Epoch 1589 | loss: 0.0310593 | val_loss: 0.0312255 | Time: 3774.89 ms
[2021-01-20 10:05:08 main:574] : INFO : Epoch 1590 | loss: 0.0310614 | val_loss: 0.0312166 | Time: 3472.27 ms
[2021-01-20 10:05:12 main:574] : INFO : Epoch 1591 | loss: 0.0310605 | val_loss: 0.0312139 | Time: 3526.88 ms
[2021-01-20 10:05:15 main:574] : INFO : Epoch 1592 | loss: 0.0310617 | val_loss: 0.0312285 | Time: 3701.04 ms
[2021-01-20 10:05:20 main:574] : INFO : Epoch 1593 | loss: 0.0310597 | val_loss: 0.0312239 | Time: 4067.47 ms
[2021-01-20 10:05:23 main:574] : INFO : Epoch 1594 | loss: 0.0310567 | val_loss: 0.0312188 | Time: 3814.63 ms
[2021-01-20 10:05:27 main:574] : INFO : Epoch 1595 | loss: 0.0310553 | val_loss: 0.0312346 | Time: 3591.57 ms
[2021-01-20 10:05:31 main:574] : INFO : Epoch 1596 | loss: 0.0310541 | val_loss: 0.0312259 | Time: 3581.27 ms
[2021-01-20 10:05:34 main:574] : INFO : Epoch 1597 | loss: 0.0310564 | val_loss: 0.0312294 | Time: 3547.52 ms
[2021-01-20 10:05:38 main:574] : INFO : Epoch 1598 | loss: 0.031058 | val_loss: 0.0312197 | Time: 3478.13 ms
[2021-01-20 10:05:42 main:574] : INFO : Epoch 1599 | loss: 0.0310631 | val_loss: 0.0312144 | Time: 3892.13 ms
[2021-01-20 10:05:46 main:574] : INFO : Epoch 1600 | loss: 0.0310679 | val_loss: 0.0312155 | Time: 3836.97 ms
[2021-01-20 10:05:50 main:574] : INFO : Epoch 1601 | loss: 0.0310657 | val_loss: 0.0312223 | Time: 3923.96 ms
[2021-01-20 10:05:54 main:574] : INFO : Epoch 1602 | loss: 0.0310585 | val_loss: 0.0312219 | Time: 3659.72 ms
[2021-01-20 10:05:58 main:574] : INFO : Epoch 1603 | loss: 0.0310703 | val_loss: 0.0312137 | Time: 3554.93 ms
[2021-01-20 10:06:01 main:574] : INFO : Epoch 1604 | loss: 0.0310693 | val_loss: 0.0312184 | Time: 3524.6 ms
[2021-01-20 10:06:05 main:574] : INFO : Epoch 1605 | loss: 0.0310649 | val_loss: 0.031204 | Time: 3867.13 ms
[2021-01-20 10:06:09 main:574] : INFO : Epoch 1606 | loss: 0.0310587 | val_loss: 0.0312225 | Time: 3919.59 ms
[2021-01-20 10:06:13 main:574] : INFO : Epoch 1607 | loss: 0.0310589 | val_loss: 0.0312088 | Time: 4103.92 ms
[2021-01-20 10:06:17 main:574] : INFO : Epoch 1608 | loss: 0.0310635 | val_loss: 0.0312123 | Time: 3643.27 ms
[2021-01-20 10:06:21 main:574] : INFO : Epoch 1609 | loss: 0.0310633 | val_loss: 0.0312111 | Time: 3764.8 ms
[2021-01-20 10:06:25 main:574] : INFO : Epoch 1610 | loss: 0.0310695 | val_loss: 0.0312101 | Time: 3528.5 ms
[2021-01-20 10:06:28 main:574] : INFO : Epoch 1611 | loss: 0.0310677 | val_loss: 0.0312066 | Time: 3740.3 ms
[2021-01-20 10:06:33 main:574] : INFO : Epoch 1612 | loss: 0.0310565 | val_loss: 0.0312127 | Time: 4131.25 ms
[2021-01-20 10:06:37 main:574] : INFO : Epoch 1613 | loss: 0.0310526 | val_loss: 0.031226 | Time: 3579.12 ms
[2021-01-20 10:06:41 main:574] : INFO : Epoch 1614 | loss: 0.0310532 | val_loss: 0.0312149 | Time: 4112.83 ms
[2021-01-20 10:06:45 main:574] : INFO : Epoch 1615 | loss: 0.0310533 | val_loss: 0.0312153 | Time: 3795.26 ms
[2021-01-20 10:06:48 main:574] : INFO : Epoch 1616 | loss: 0.0310524 | val_loss: 0.0312307 | Time: 3488.09 ms
[2021-01-20 10:06:52 main:574] : INFO : Epoch 1617 | loss: 0.0310616 | val_loss: 0.0312099 | Time: 3852.92 ms
[2021-01-20 10:06:56 main:574] : INFO : Epoch 1618 | loss: 0.0310685 | val_loss: 0.0311951 | Time: 3652.55 ms
[2021-01-20 10:07:00 main:574] : INFO : Epoch 1619 | loss: 0.0310879 | val_loss: 0.0312088 | Time: 4054.05 ms
[2021-01-20 10:07:04 main:574] : INFO : Epoch 1620 | loss: 0.0310618 | val_loss: 0.0312201 | Time: 3684.72 ms
[2021-01-20 10:07:07 main:574] : INFO : Epoch 1621 | loss: 0.0310514 | val_loss: 0.0312235 | Time: 3477.73 ms
[2021-01-20 10:07:12 main:574] : INFO : Epoch 1622 | loss: 0.0310516 | val_loss: 0.0312249 | Time: 3984.12 ms
[2021-01-20 10:07:16 main:574] : INFO : Epoch 1623 | loss: 0.0310528 | val_loss: 0.0312179 | Time: 3680.83 ms
[2021-01-20 10:07:19 main:574] : INFO : Epoch 1624 | loss: 0.0310574 | val_loss: 0.0312005 | Time: 3708.74 ms
[2021-01-20 10:07:23 main:574] : INFO : Epoch 1625 | loss: 0.0310633 | val_loss: 0.0312184 | Time: 3539.01 ms
[2021-01-20 10:07:27 main:574] : INFO : Epoch 1626 | loss: 0.0310624 | val_loss: 0.0312242 | Time: 4057.75 ms
[2021-01-20 10:07:31 main:574] : INFO : Epoch 1627 | loss: 0.0310634 | val_loss: 0.0312265 | Time: 3775.08 ms
[2021-01-20 10:07:35 main:574] : INFO : Epoch 1628 | loss: 0.0310572 | val_loss: 0.0312171 | Time: 3933.07 ms
[2021-01-20 10:07:39 main:574] : INFO : Epoch 1629 | loss: 0.0310539 | val_loss: 0.0312168 | Time: 3994.59 ms
[2021-01-20 10:07:43 main:574] : INFO : Epoch 1630 | loss: 0.0310539 | val_loss: 0.0312251 | Time: 4119.14 ms
[2021-01-20 10:07:47 main:574] : INFO : Epoch 1631 | loss: 0.031054 | val_loss: 0.0312272 | Time: 3666.41 ms
[2021-01-20 10:07:51 main:574] : INFO : Epoch 1632 | loss: 0.0310505 | val_loss: 0.0312396 | Time: 3623.81 ms
[2021-01-20 10:07:55 main:574] : INFO : Epoch 1633 | loss: 0.031053 | val_loss: 0.0312295 | Time: 3594.3 ms
[2021-01-20 10:07:59 main:574] : INFO : Epoch 1634 | loss: 0.0310647 | val_loss: 0.0312135 | Time: 3973.08 ms
[2021-01-20 10:08:03 main:574] : INFO : Epoch 1635 | loss: 0.0310543 | val_loss: 0.0312079 | Time: 3967.79 ms
[2021-01-20 10:08:06 main:574] : INFO : Epoch 1636 | loss: 0.0310581 | val_loss: 0.0312124 | Time: 3648.1 ms
[2021-01-20 10:08:10 main:574] : INFO : Epoch 1637 | loss: 0.0310674 | val_loss: 0.0311976 | Time: 3519.11 ms
[2021-01-20 10:08:14 main:574] : INFO : Epoch 1638 | loss: 0.0310639 | val_loss: 0.0312015 | Time: 4056.26 ms
[2021-01-20 10:08:18 main:574] : INFO : Epoch 1639 | loss: 0.031058 | val_loss: 0.0312353 | Time: 3473.77 ms
[2021-01-20 10:08:21 main:574] : INFO : Epoch 1640 | loss: 0.0310535 | val_loss: 0.0312137 | Time: 3550.59 ms
[2021-01-20 10:08:25 main:574] : INFO : Epoch 1641 | loss: 0.0310566 | val_loss: 0.0312125 | Time: 3592.8 ms
[2021-01-20 10:08:29 main:574] : INFO : Epoch 1642 | loss: 0.031056 | val_loss: 0.0312209 | Time: 3674.41 ms
[2021-01-20 10:08:33 main:574] : INFO : Epoch 1643 | loss: 0.0310664 | val_loss: 0.0312086 | Time: 4037.15 ms
[2021-01-20 10:08:37 main:574] : INFO : Epoch 1644 | loss: 0.0310695 | val_loss: 0.0312051 | Time: 4037.3 ms
[2021-01-20 10:08:42 main:574] : INFO : Epoch 1645 | loss: 0.0310588 | val_loss: 0.031218 | Time: 4314.92 ms
[2021-01-20 10:08:45 main:574] : INFO : Epoch 1646 | loss: 0.0310521 | val_loss: 0.031239 | Time: 3645.23 ms
[2021-01-20 10:08:49 main:574] : INFO : Epoch 1647 | loss: 0.0310563 | val_loss: 0.0312372 | Time: 3925.05 ms
[2021-01-20 10:08:53 main:574] : INFO : Epoch 1648 | loss: 0.0310557 | val_loss: 0.0312097 | Time: 3481.01 ms
[2021-01-20 10:08:57 main:574] : INFO : Epoch 1649 | loss: 0.0310582 | val_loss: 0.0312125 | Time: 4058.06 ms
[2021-01-20 10:09:01 main:574] : INFO : Epoch 1650 | loss: 0.0310588 | val_loss: 0.031228 | Time: 3663.98 ms
[2021-01-20 10:09:05 main:574] : INFO : Epoch 1651 | loss: 0.0310765 | val_loss: 0.0312009 | Time: 3707.18 ms
[2021-01-20 10:09:08 main:574] : INFO : Epoch 1652 | loss: 0.0310691 | val_loss: 0.0312164 | Time: 3517.39 ms
[2021-01-20 10:09:12 main:574] : INFO : Epoch 1653 | loss: 0.0310692 | val_loss: 0.031201 | Time: 3875.76 ms
[2021-01-20 10:09:16 main:574] : INFO : Epoch 1654 | loss: 0.0310736 | val_loss: 0.0312247 | Time: 3568.6 ms
[2021-01-20 10:09:20 main:574] : INFO : Epoch 1655 | loss: 0.0310577 | val_loss: 0.0312146 | Time: 3549.3 ms
[2021-01-20 10:09:24 main:574] : INFO : Epoch 1656 | loss: 0.0310654 | val_loss: 0.0312136 | Time: 3714.83 ms
[2021-01-20 10:09:28 main:574] : INFO : Epoch 1657 | loss: 0.0310625 | val_loss: 0.0312148 | Time: 3975.56 ms
[2021-01-20 10:09:32 main:574] : INFO : Epoch 1658 | loss: 0.0310588 | val_loss: 0.0312253 | Time: 3904.54 ms
[2021-01-20 10:09:36 main:574] : INFO : Epoch 1659 | loss: 0.031055 | val_loss: 0.0312164 | Time: 3617.96 ms
[2021-01-20 10:09:40 main:574] : INFO : Epoch 1660 | loss: 0.0310502 | val_loss: 0.0312133 | Time: 4044.04 ms
[2021-01-20 10:09:44 main:574] : INFO : Epoch 1661 | loss: 0.0310518 | val_loss: 0.0312289 | Time: 4036.1 ms
[2021-01-20 10:09:48 main:574] : INFO : Epoch 1662 | loss: 0.0310807 | val_loss: 0.0312152 | Time: 4009.09 ms
[2021-01-20 10:09:52 main:574] : INFO : Epoch 1663 | loss: 0.0310797 | val_loss: 0.0312128 | Time: 3731.38 ms
[2021-01-20 10:09:55 main:574] : INFO : Epoch 1664 | loss: 0.0310615 | val_loss: 0.0312334 | Time: 3474.3 ms
[2021-01-20 10:09:59 main:574] : INFO : Epoch 1665 | loss: 0.0310534 | val_loss: 0.0312194 | Time: 3757.98 ms
[2021-01-20 10:10:03 main:574] : INFO : Epoch 1666 | loss: 0.031054 | val_loss: 0.031241 | Time: 3535.09 ms
[2021-01-20 10:10:07 main:574] : INFO : Epoch 1667 | loss: 0.0310556 | val_loss: 0.031211 | Time: 3569.94 ms
[2021-01-20 10:10:11 main:574] : INFO : Epoch 1668 | loss: 0.0310556 | val_loss: 0.0312227 | Time: 4098.63 ms
[2021-01-20 10:10:15 main:574] : INFO : Epoch 1669 | loss: 0.0310562 | val_loss: 0.0312048 | Time: 4140.72 ms
[2021-01-20 10:10:19 main:574] : INFO : Epoch 1670 | loss: 0.031061 | val_loss: 0.0312105 | Time: 3599.51 ms
[2021-01-20 10:10:23 main:574] : INFO : Epoch 1671 | loss: 0.0310696 | val_loss: 0.0312106 | Time: 3843.97 ms
[2021-01-20 10:10:27 main:574] : INFO : Epoch 1672 | loss: 0.0310577 | val_loss: 0.0312211 | Time: 4057.21 ms
[2021-01-20 10:10:31 main:574] : INFO : Epoch 1673 | loss: 0.0310524 | val_loss: 0.0312232 | Time: 3486.77 ms
[2021-01-20 10:10:34 main:574] : INFO : Epoch 1674 | loss: 0.031051 | val_loss: 0.0312107 | Time: 3551.81 ms
[2021-01-20 10:10:38 main:574] : INFO : Epoch 1675 | loss: 0.0310582 | val_loss: 0.0312176 | Time: 3897.84 ms
[2021-01-20 10:10:42 main:574] : INFO : Epoch 1676 | loss: 0.0310526 | val_loss: 0.031239 | Time: 4045.58 ms
[2021-01-20 10:10:46 main:574] : INFO : Epoch 1677 | loss: 0.0310512 | val_loss: 0.0312154 | Time: 3832.7 ms
[2021-01-20 10:10:50 main:574] : INFO : Epoch 1678 | loss: 0.0310491 | val_loss: 0.0312192 | Time: 3595.81 ms
[2021-01-20 10:10:54 main:574] : INFO : Epoch 1679 | loss: 0.0310557 | val_loss: 0.031218 | Time: 3472.35 ms
[2021-01-20 10:10:57 main:574] : INFO : Epoch 1680 | loss: 0.0310514 | val_loss: 0.0312319 | Time: 3749.53 ms
[2021-01-20 10:11:01 main:574] : INFO : Epoch 1681 | loss: 0.0310548 | val_loss: 0.0312074 | Time: 3637.11 ms
[2021-01-20 10:11:05 main:574] : INFO : Epoch 1682 | loss: 0.031063 | val_loss: 0.0312156 | Time: 3558.91 ms
[2021-01-20 10:11:08 main:574] : INFO : Epoch 1683 | loss: 0.0310737 | val_loss: 0.0312126 | Time: 3472.73 ms
[2021-01-20 10:11:12 main:574] : INFO : Epoch 1684 | loss: 0.031063 | val_loss: 0.0312105 | Time: 3558.08 ms
[2021-01-20 10:11:16 main:574] : INFO : Epoch 1685 | loss: 0.0310519 | val_loss: 0.0312163 | Time: 3671.64 ms
[2021-01-20 10:11:20 main:574] : INFO : Epoch 1686 | loss: 0.0310496 | val_loss: 0.0312342 | Time: 3850.17 ms
[2021-01-20 10:11:24 main:574] : INFO : Epoch 1687 | loss: 0.0310506 | val_loss: 0.0312233 | Time: 3661.14 ms
[2021-01-20 10:11:27 main:574] : INFO : Epoch 1688 | loss: 0.0310568 | val_loss: 0.0312213 | Time: 3631.56 ms
[2021-01-20 10:11:31 main:574] : INFO : Epoch 1689 | loss: 0.0310524 | val_loss: 0.0312167 | Time: 3885.23 ms
[2021-01-20 10:11:35 main:574] : INFO : Epoch 1690 | loss: 0.0310507 | val_loss: 0.0312223 | Time: 3533.25 ms
[2021-01-20 10:11:39 main:574] : INFO : Epoch 1691 | loss: 0.0310501 | val_loss: 0.0312301 | Time: 3848.6 ms
[2021-01-20 10:11:42 main:574] : INFO : Epoch 1692 | loss: 0.0310496 | val_loss: 0.0312108 | Time: 3509.43 ms
[2021-01-20 10:11:47 main:574] : INFO : Epoch 1693 | loss: 0.0310516 | val_loss: 0.0312247 | Time: 4045.85 ms
[2021-01-20 10:11:50 main:574] : INFO : Epoch 1694 | loss: 0.0310522 | val_loss: 0.0312134 | Time: 3653.69 ms
[2021-01-20 10:11:54 main:574] : INFO : Epoch 1695 | loss: 0.0310537 | val_loss: 0.0312323 | Time: 3849.34 ms
[2021-01-20 10:11:58 main:574] : INFO : Epoch 1696 | loss: 0.0310586 | val_loss: 0.0312203 | Time: 3725.73 ms
[2021-01-20 10:12:02 main:574] : INFO : Epoch 1697 | loss: 0.0310594 | val_loss: 0.0312176 | Time: 4001.62 ms
[2021-01-20 10:12:06 main:574] : INFO : Epoch 1698 | loss: 0.0310572 | val_loss: 0.0312089 | Time: 3922.09 ms
[2021-01-20 10:12:10 main:574] : INFO : Epoch 1699 | loss: 0.0310571 | val_loss: 0.0312351 | Time: 3528.93 ms
[2021-01-20 10:12:14 main:574] : INFO : Epoch 1700 | loss: 0.031046 | val_loss: 0.0312379 | Time: 3673.26 ms
[2021-01-20 10:12:17 main:574] : INFO : Epoch 1701 | loss: 0.0310607 | val_loss: 0.0312707 | Time: 3684.77 ms
[2021-01-20 10:12:21 main:574] : INFO : Epoch 1702 | loss: 0.031714 | val_loss: 0.0329113 | Time: 3634.16 ms
[2021-01-20 10:12:25 main:574] : INFO : Epoch 1703 | loss: 0.0335058 | val_loss: 0.0317013 | Time: 3558.56 ms
[2021-01-20 10:12:29 main:574] : INFO : Epoch 1704 | loss: 0.0314586 | val_loss: 0.0312841 | Time: 3837.68 ms
[2021-01-20 10:12:33 main:574] : INFO : Epoch 1705 | loss: 0.0312705 | val_loss: 0.0312611 | Time: 3812.19 ms
[2021-01-20 10:12:36 main:574] : INFO : Epoch 1706 | loss: 0.0312547 | val_loss: 0.0312521 | Time: 3501.34 ms
[2021-01-20 10:12:40 main:574] : INFO : Epoch 1707 | loss: 0.031251 | val_loss: 0.0312517 | Time: 3830.95 ms
[2021-01-20 10:12:44 main:574] : INFO : Epoch 1708 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 3986.28 ms
[2021-01-20 10:12:48 main:574] : INFO : Epoch 1709 | loss: 0.031251 | val_loss: 0.0312507 | Time: 3609.87 ms
[2021-01-20 10:12:52 main:574] : INFO : Epoch 1710 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 4024.68 ms
[2021-01-20 10:12:56 main:574] : INFO : Epoch 1711 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 3940.47 ms
[2021-01-20 10:13:00 main:574] : INFO : Epoch 1712 | loss: 0.03125 | val_loss: 0.031251 | Time: 3634.68 ms
[2021-01-20 10:13:04 main:574] : INFO : Epoch 1713 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 3596.62 ms
[2021-01-20 10:13:08 main:574] : INFO : Epoch 1714 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 3918.54 ms
[2021-01-20 10:13:11 main:574] : INFO : Epoch 1715 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 3483.32 ms
[2021-01-20 10:13:15 main:574] : INFO : Epoch 1716 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3729.29 ms
[2021-01-20 10:13:19 main:574] : INFO : Epoch 1717 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3798.66 ms
[2021-01-20 10:13:23 main:574] : INFO : Epoch 1718 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3616.58 ms
[2021-01-20 10:13:27 main:574] : INFO : Epoch 1719 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3662.32 ms
[2021-01-20 10:13:30 main:574] : INFO : Epoch 1720 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 3565.52 ms
[2021-01-20 10:13:34 main:574] : INFO : Epoch 1721 | loss: 0.0312499 | val_loss: 0.0312523 | Time: 3470.82 ms
[2021-01-20 10:13:38 main:574] : INFO : Epoch 1722 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 4029.79 ms
[2021-01-20 10:13:42 main:574] : INFO : Epoch 1723 | loss: 0.03125 | val_loss: 0.0312513 | Time: 3826.44 ms
[2021-01-20 10:13:46 main:574] : INFO : Epoch 1724 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3657.06 ms
[2021-01-20 10:13:50 main:574] : INFO : Epoch 1725 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 4204.97 ms
[2021-01-20 10:13:54 main:574] : INFO : Epoch 1726 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 3778.25 ms
[2021-01-20 10:13:58 main:574] : INFO : Epoch 1727 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 3716.91 ms
[2021-01-20 10:14:02 main:574] : INFO : Epoch 1728 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 3801.28 ms
[2021-01-20 10:14:06 main:574] : INFO : Epoch 1729 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 3990.76 ms
[2021-01-20 10:14:10 main:574] : INFO : Epoch 1730 | loss: 0.0312488 | val_loss: 0.0312504 | Time: 3950.28 ms
[2021-01-20 10:14:14 main:574] : INFO : Epoch 1731 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 3630.56 ms
[2021-01-20 10:14:18 main:574] : INFO : Epoch 1732 | loss: 0.0312479 | val_loss: 0.0312499 | Time: 4155.34 ms
[2021-01-20 10:14:21 main:574] : INFO : Epoch 1733 | loss: 0.0312476 | val_loss: 0.0312495 | Time: 3517.09 ms
[2021-01-20 10:14:25 main:574] : INFO : Epoch 1734 | loss: 0.0312474 | val_loss: 0.0312491 | Time: 3581.32 ms
[2021-01-20 10:14:30 main:574] : INFO : Epoch 1735 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 4057.41 ms
[2021-01-20 10:14:33 main:574] : INFO : Epoch 1736 | loss: 0.031248 | val_loss: 0.0312489 | Time: 3655.1 ms
[2021-01-20 10:14:38 main:574] : INFO : Epoch 1737 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 4030.82 ms
[2021-01-20 10:14:41 main:574] : INFO : Epoch 1738 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 3689.85 ms
[2021-01-20 10:14:45 main:574] : INFO : Epoch 1739 | loss: 0.0312485 | val_loss: 0.0312517 | Time: 3476.98 ms
[2021-01-20 10:14:49 main:574] : INFO : Epoch 1740 | loss: 0.0312475 | val_loss: 0.0312489 | Time: 3458.16 ms
[2021-01-20 10:14:52 main:574] : INFO : Epoch 1741 | loss: 0.0312482 | val_loss: 0.0312499 | Time: 3430.56 ms
[2021-01-20 10:14:56 main:574] : INFO : Epoch 1742 | loss: 0.0312458 | val_loss: 0.0312509 | Time: 3575.92 ms
[2021-01-20 10:15:00 main:574] : INFO : Epoch 1743 | loss: 0.0312475 | val_loss: 0.0312504 | Time: 3677.98 ms
[2021-01-20 10:15:04 main:574] : INFO : Epoch 1744 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 4083.22 ms
[2021-01-20 10:15:07 main:574] : INFO : Epoch 1745 | loss: 0.0312464 | val_loss: 0.0312469 | Time: 3577.54 ms
[2021-01-20 10:15:12 main:574] : INFO : Epoch 1746 | loss: 0.0312463 | val_loss: 0.0312471 | Time: 3966.37 ms
[2021-01-20 10:15:15 main:574] : INFO : Epoch 1747 | loss: 0.0312443 | val_loss: 0.0312485 | Time: 3481.59 ms
[2021-01-20 10:15:19 main:574] : INFO : Epoch 1748 | loss: 0.0312438 | val_loss: 0.0312475 | Time: 3498.69 ms
[2021-01-20 10:15:23 main:574] : INFO : Epoch 1749 | loss: 0.031243 | val_loss: 0.0312454 | Time: 3859.82 ms
[2021-01-20 10:15:27 main:574] : INFO : Epoch 1750 | loss: 0.0312424 | val_loss: 0.0312448 | Time: 3959.23 ms
[2021-01-20 10:15:31 main:574] : INFO : Epoch 1751 | loss: 0.0312435 | val_loss: 0.031245 | Time: 3587.57 ms
[2021-01-20 10:15:34 main:574] : INFO : Epoch 1752 | loss: 0.0312455 | val_loss: 0.0312469 | Time: 3854.48 ms
[2021-01-20 10:15:39 main:574] : INFO : Epoch 1753 | loss: 0.0312406 | val_loss: 0.031244 | Time: 4153.13 ms
[2021-01-20 10:15:42 main:574] : INFO : Epoch 1754 | loss: 0.0312401 | val_loss: 0.0312481 | Time: 3456.67 ms
[2021-01-20 10:15:46 main:574] : INFO : Epoch 1755 | loss: 0.0312445 | val_loss: 0.0312523 | Time: 3751.46 ms
[2021-01-20 10:15:50 main:574] : INFO : Epoch 1756 | loss: 0.0312425 | val_loss: 0.0312444 | Time: 4010.08 ms
[2021-01-20 10:15:54 main:574] : INFO : Epoch 1757 | loss: 0.0312397 | val_loss: 0.0312428 | Time: 3896.98 ms
[2021-01-20 10:15:58 main:574] : INFO : Epoch 1758 | loss: 0.0312458 | val_loss: 0.0312398 | Time: 3800.17 ms
[2021-01-20 10:16:02 main:574] : INFO : Epoch 1759 | loss: 0.0312386 | val_loss: 0.0312394 | Time: 4093.16 ms
[2021-01-20 10:16:06 main:574] : INFO : Epoch 1760 | loss: 0.0312405 | val_loss: 0.0312384 | Time: 3534.84 ms
[2021-01-20 10:16:10 main:574] : INFO : Epoch 1761 | loss: 0.0312366 | val_loss: 0.0312381 | Time: 3887.81 ms
[2021-01-20 10:16:14 main:574] : INFO : Epoch 1762 | loss: 0.0312372 | val_loss: 0.0312491 | Time: 3610.78 ms
[2021-01-20 10:16:18 main:574] : INFO : Epoch 1763 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 3906.91 ms
[2021-01-20 10:16:22 main:574] : INFO : Epoch 1764 | loss: 0.0312356 | val_loss: 0.0312377 | Time: 3637.14 ms
[2021-01-20 10:16:26 main:574] : INFO : Epoch 1765 | loss: 0.0312363 | val_loss: 0.0312364 | Time: 3861.55 ms
[2021-01-20 10:16:29 main:574] : INFO : Epoch 1766 | loss: 0.031235 | val_loss: 0.0312414 | Time: 3576.66 ms
[2021-01-20 10:16:33 main:574] : INFO : Epoch 1767 | loss: 0.0312401 | val_loss: 0.0312442 | Time: 3479.9 ms
[2021-01-20 10:16:37 main:574] : INFO : Epoch 1768 | loss: 0.0312393 | val_loss: 0.0312388 | Time: 3684.36 ms
[2021-01-20 10:16:40 main:574] : INFO : Epoch 1769 | loss: 0.0312343 | val_loss: 0.0312356 | Time: 3475.31 ms
[2021-01-20 10:16:44 main:574] : INFO : Epoch 1770 | loss: 0.031233 | val_loss: 0.0312442 | Time: 3508.8 ms
[2021-01-20 10:16:47 main:574] : INFO : Epoch 1771 | loss: 0.0312385 | val_loss: 0.0312351 | Time: 3644 ms
[2021-01-20 10:16:51 main:574] : INFO : Epoch 1772 | loss: 0.0312354 | val_loss: 0.0312349 | Time: 3757.25 ms
[2021-01-20 10:16:55 main:574] : INFO : Epoch 1773 | loss: 0.0312316 | val_loss: 0.0312382 | Time: 3514.15 ms
[2021-01-20 10:16:59 main:574] : INFO : Epoch 1774 | loss: 0.0312321 | val_loss: 0.031234 | Time: 3493.39 ms
[2021-01-20 10:17:03 main:574] : INFO : Epoch 1775 | loss: 0.0312328 | val_loss: 0.0312333 | Time: 4032.5 ms
[2021-01-20 10:17:07 main:574] : INFO : Epoch 1776 | loss: 0.0312345 | val_loss: 0.0312344 | Time: 3968.99 ms
[2021-01-20 10:17:11 main:574] : INFO : Epoch 1777 | loss: 0.0312302 | val_loss: 0.0312332 | Time: 3666.14 ms
[2021-01-20 10:17:15 main:574] : INFO : Epoch 1778 | loss: 0.0312312 | val_loss: 0.0312344 | Time: 3824.39 ms
[2021-01-20 10:17:19 main:574] : INFO : Epoch 1779 | loss: 0.0312368 | val_loss: 0.0312391 | Time: 3838.34 ms
[2021-01-20 10:17:23 main:574] : INFO : Epoch 1780 | loss: 0.0312384 | val_loss: 0.0312361 | Time: 3969.39 ms
[2021-01-20 10:17:26 main:574] : INFO : Epoch 1781 | loss: 0.031231 | val_loss: 0.0312326 | Time: 3694.91 ms
[2021-01-20 10:17:30 main:574] : INFO : Epoch 1782 | loss: 0.0312289 | val_loss: 0.0312319 | Time: 3774.02 ms
[2021-01-20 10:17:34 main:574] : INFO : Epoch 1783 | loss: 0.0312307 | val_loss: 0.03124 | Time: 3762 ms
[2021-01-20 10:17:38 main:574] : INFO : Epoch 1784 | loss: 0.0312317 | val_loss: 0.0312371 | Time: 4102.65 ms
[2021-01-20 10:17:42 main:574] : INFO : Epoch 1785 | loss: 0.0312329 | val_loss: 0.0312383 | Time: 3916.26 ms
[2021-01-20 10:17:46 main:574] : INFO : Epoch 1786 | loss: 0.0312332 | val_loss: 0.0312338 | Time: 3526.77 ms
[2021-01-20 10:17:49 main:574] : INFO : Epoch 1787 | loss: 0.0312301 | val_loss: 0.0312428 | Time: 3486.71 ms
[2021-01-20 10:17:54 main:574] : INFO : Epoch 1788 | loss: 0.0312314 | val_loss: 0.0312325 | Time: 3956.52 ms
[2021-01-20 10:17:57 main:574] : INFO : Epoch 1789 | loss: 0.0312287 | val_loss: 0.031231 | Time: 3555.36 ms
[2021-01-20 10:18:01 main:574] : INFO : Epoch 1790 | loss: 0.0312269 | val_loss: 0.0312312 | Time: 3949.58 ms
[2021-01-20 10:18:05 main:574] : INFO : Epoch 1791 | loss: 0.0312285 | val_loss: 0.0312308 | Time: 3959.13 ms
[2021-01-20 10:18:09 main:574] : INFO : Epoch 1792 | loss: 0.0312278 | val_loss: 0.0312301 | Time: 3515.59 ms
[2021-01-20 10:18:13 main:574] : INFO : Epoch 1793 | loss: 0.0312273 | val_loss: 0.0312491 | Time: 3688.71 ms
[2021-01-20 10:18:17 main:574] : INFO : Epoch 1794 | loss: 0.0312314 | val_loss: 0.0312347 | Time: 4008.4 ms
[2021-01-20 10:18:21 main:574] : INFO : Epoch 1795 | loss: 0.0312269 | val_loss: 0.0312319 | Time: 3826.83 ms
[2021-01-20 10:18:25 main:574] : INFO : Epoch 1796 | loss: 0.0312347 | val_loss: 0.0312352 | Time: 4175.81 ms
[2021-01-20 10:18:29 main:574] : INFO : Epoch 1797 | loss: 0.0312277 | val_loss: 0.0312326 | Time: 3647.27 ms
[2021-01-20 10:18:33 main:574] : INFO : Epoch 1798 | loss: 0.0312292 | val_loss: 0.0312383 | Time: 3590.97 ms
[2021-01-20 10:18:37 main:574] : INFO : Epoch 1799 | loss: 0.031225 | val_loss: 0.031231 | Time: 3890.45 ms
[2021-01-20 10:18:40 main:574] : INFO : Epoch 1800 | loss: 0.0312227 | val_loss: 0.031229 | Time: 3605.74 ms
[2021-01-20 10:18:44 main:574] : INFO : Epoch 1801 | loss: 0.0312248 | val_loss: 0.0312347 | Time: 3575.5 ms
[2021-01-20 10:18:48 main:574] : INFO : Epoch 1802 | loss: 0.0312299 | val_loss: 0.0312332 | Time: 3884.31 ms
[2021-01-20 10:18:52 main:574] : INFO : Epoch 1803 | loss: 0.0312255 | val_loss: 0.0312435 | Time: 3646.93 ms
[2021-01-20 10:18:55 main:574] : INFO : Epoch 1804 | loss: 0.0312227 | val_loss: 0.0312298 | Time: 3669.39 ms
[2021-01-20 10:19:00 main:574] : INFO : Epoch 1805 | loss: 0.0312275 | val_loss: 0.0312367 | Time: 4009.86 ms
[2021-01-20 10:19:04 main:574] : INFO : Epoch 1806 | loss: 0.0312245 | val_loss: 0.031228 | Time: 4126.98 ms
[2021-01-20 10:19:07 main:574] : INFO : Epoch 1807 | loss: 0.0312208 | val_loss: 0.0312288 | Time: 3531.89 ms
[2021-01-20 10:19:12 main:574] : INFO : Epoch 1808 | loss: 0.0312207 | val_loss: 0.0312423 | Time: 4123.62 ms
[2021-01-20 10:19:16 main:574] : INFO : Epoch 1809 | loss: 0.0312264 | val_loss: 0.031236 | Time: 3750.35 ms
[2021-01-20 10:19:19 main:574] : INFO : Epoch 1810 | loss: 0.0312277 | val_loss: 0.0312359 | Time: 3634.13 ms
[2021-01-20 10:19:23 main:574] : INFO : Epoch 1811 | loss: 0.0312275 | val_loss: 0.0312307 | Time: 3646.67 ms
[2021-01-20 10:19:27 main:574] : INFO : Epoch 1812 | loss: 0.0312264 | val_loss: 0.0312365 | Time: 3521.96 ms
[2021-01-20 10:19:31 main:574] : INFO : Epoch 1813 | loss: 0.0312229 | val_loss: 0.0312377 | Time: 3835.85 ms
[2021-01-20 10:19:34 main:574] : INFO : Epoch 1814 | loss: 0.0312214 | val_loss: 0.0312291 | Time: 3638.21 ms
[2021-01-20 10:19:38 main:574] : INFO : Epoch 1815 | loss: 0.0312242 | val_loss: 0.0312306 | Time: 3553.89 ms
[2021-01-20 10:19:42 main:574] : INFO : Epoch 1816 | loss: 0.0312243 | val_loss: 0.031241 | Time: 3954.65 ms
[2021-01-20 10:19:46 main:574] : INFO : Epoch 1817 | loss: 0.0312215 | val_loss: 0.0312327 | Time: 3934.99 ms
[2021-01-20 10:19:50 main:574] : INFO : Epoch 1818 | loss: 0.0312246 | val_loss: 0.0312376 | Time: 3446.16 ms
[2021-01-20 10:19:53 main:574] : INFO : Epoch 1819 | loss: 0.0312228 | val_loss: 0.0312283 | Time: 3532.08 ms
[2021-01-20 10:19:57 main:574] : INFO : Epoch 1820 | loss: 0.0312191 | val_loss: 0.031233 | Time: 3669.21 ms
[2021-01-20 10:20:01 main:574] : INFO : Epoch 1821 | loss: 0.031219 | val_loss: 0.0312343 | Time: 3837.79 ms
[2021-01-20 10:20:05 main:574] : INFO : Epoch 1822 | loss: 0.0312185 | val_loss: 0.0312307 | Time: 3840.93 ms
[2021-01-20 10:20:09 main:574] : INFO : Epoch 1823 | loss: 0.0312234 | val_loss: 0.0312299 | Time: 4017.09 ms
[2021-01-20 10:20:13 main:574] : INFO : Epoch 1824 | loss: 0.0312205 | val_loss: 0.0312334 | Time: 3569.74 ms
[2021-01-20 10:20:17 main:574] : INFO : Epoch 1825 | loss: 0.0312191 | val_loss: 0.0312283 | Time: 4006.11 ms
[2021-01-20 10:20:20 main:574] : INFO : Epoch 1826 | loss: 0.0312151 | val_loss: 0.031228 | Time: 3443.76 ms
[2021-01-20 10:20:24 main:574] : INFO : Epoch 1827 | loss: 0.031219 | val_loss: 0.0312429 | Time: 3459.66 ms
[2021-01-20 10:20:28 main:574] : INFO : Epoch 1828 | loss: 0.0312181 | val_loss: 0.0312385 | Time: 3996.78 ms
[2021-01-20 10:20:32 main:574] : INFO : Epoch 1829 | loss: 0.0312175 | val_loss: 0.0312283 | Time: 3926.96 ms
[2021-01-20 10:20:36 main:574] : INFO : Epoch 1830 | loss: 0.0312145 | val_loss: 0.0312302 | Time: 3600.15 ms
[2021-01-20 10:20:40 main:574] : INFO : Epoch 1831 | loss: 0.0312165 | val_loss: 0.0312285 | Time: 3865.86 ms
[2021-01-20 10:20:44 main:574] : INFO : Epoch 1832 | loss: 0.0312213 | val_loss: 0.0312389 | Time: 3736.9 ms
[2021-01-20 10:20:47 main:574] : INFO : Epoch 1833 | loss: 0.0312233 | val_loss: 0.0312257 | Time: 3514.68 ms
[2021-01-20 10:20:51 main:574] : INFO : Epoch 1834 | loss: 0.0312163 | val_loss: 0.0312262 | Time: 3661.51 ms
[2021-01-20 10:20:55 main:574] : INFO : Epoch 1835 | loss: 0.0312139 | val_loss: 0.0312292 | Time: 3593.7 ms
[2021-01-20 10:20:58 main:574] : INFO : Epoch 1836 | loss: 0.0312127 | val_loss: 0.0312254 | Time: 3741.21 ms
[2021-01-20 10:21:03 main:574] : INFO : Epoch 1837 | loss: 0.0312144 | val_loss: 0.0312263 | Time: 4048.49 ms
[2021-01-20 10:21:07 main:574] : INFO : Epoch 1838 | loss: 0.0312167 | val_loss: 0.0312269 | Time: 4025.37 ms
[2021-01-20 10:21:11 main:574] : INFO : Epoch 1839 | loss: 0.0312116 | val_loss: 0.0312271 | Time: 3932.57 ms
[2021-01-20 10:21:15 main:574] : INFO : Epoch 1840 | loss: 0.0312127 | val_loss: 0.031229 | Time: 3592.41 ms
[2021-01-20 10:21:19 main:574] : INFO : Epoch 1841 | loss: 0.0312113 | val_loss: 0.0312245 | Time: 3925.98 ms
[2021-01-20 10:21:23 main:574] : INFO : Epoch 1842 | loss: 0.0312172 | val_loss: 0.031225 | Time: 4125.9 ms
[2021-01-20 10:21:26 main:574] : INFO : Epoch 1843 | loss: 0.031212 | val_loss: 0.0312313 | Time: 3600.46 ms
[2021-01-20 10:21:31 main:574] : INFO : Epoch 1844 | loss: 0.0312186 | val_loss: 0.0312285 | Time: 4236.63 ms
[2021-01-20 10:21:35 main:574] : INFO : Epoch 1845 | loss: 0.0312127 | val_loss: 0.0312256 | Time: 4046.64 ms
[2021-01-20 10:21:39 main:574] : INFO : Epoch 1846 | loss: 0.0312105 | val_loss: 0.0312299 | Time: 4087.79 ms
[2021-01-20 10:21:43 main:574] : INFO : Epoch 1847 | loss: 0.031214 | val_loss: 0.0312317 | Time: 3527.11 ms
[2021-01-20 10:21:46 main:574] : INFO : Epoch 1848 | loss: 0.03121 | val_loss: 0.031224 | Time: 3512.88 ms
[2021-01-20 10:21:50 main:574] : INFO : Epoch 1849 | loss: 0.0312103 | val_loss: 0.0312312 | Time: 3480.32 ms
[2021-01-20 10:21:54 main:574] : INFO : Epoch 1850 | loss: 0.0312112 | val_loss: 0.0312249 | Time: 4054.11 ms
[2021-01-20 10:21:58 main:574] : INFO : Epoch 1851 | loss: 0.0312121 | val_loss: 0.0312275 | Time: 3492.2 ms
[2021-01-20 10:22:02 main:574] : INFO : Epoch 1852 | loss: 0.0312091 | val_loss: 0.0312251 | Time: 4112.83 ms
[2021-01-20 10:22:06 main:574] : INFO : Epoch 1853 | loss: 0.0312113 | val_loss: 0.0312238 | Time: 3875.67 ms
[2021-01-20 10:22:10 main:574] : INFO : Epoch 1854 | loss: 0.0312104 | val_loss: 0.0312252 | Time: 4034.84 ms
[2021-01-20 10:22:14 main:574] : INFO : Epoch 1855 | loss: 0.0312097 | val_loss: 0.0312235 | Time: 3679.78 ms
[2021-01-20 10:22:18 main:574] : INFO : Epoch 1856 | loss: 0.0312087 | val_loss: 0.0312275 | Time: 4080.52 ms
[2021-01-20 10:22:22 main:574] : INFO : Epoch 1857 | loss: 0.0312069 | val_loss: 0.0312252 | Time: 3665.71 ms
[2021-01-20 10:22:26 main:574] : INFO : Epoch 1858 | loss: 0.0312073 | val_loss: 0.0312245 | Time: 3986.07 ms
[2021-01-20 10:22:30 main:574] : INFO : Epoch 1859 | loss: 0.0312084 | val_loss: 0.0312246 | Time: 3516.29 ms
[2021-01-20 10:22:34 main:574] : INFO : Epoch 1860 | loss: 0.0312058 | val_loss: 0.0312256 | Time: 3756.71 ms
[2021-01-20 10:22:38 main:574] : INFO : Epoch 1861 | loss: 0.0312075 | val_loss: 0.0312369 | Time: 4034.85 ms
[2021-01-20 10:22:42 main:574] : INFO : Epoch 1862 | loss: 0.031215 | val_loss: 0.0312255 | Time: 3739.5 ms
[2021-01-20 10:22:45 main:574] : INFO : Epoch 1863 | loss: 0.03121 | val_loss: 0.0312214 | Time: 3647.85 ms
[2021-01-20 10:22:49 main:574] : INFO : Epoch 1864 | loss: 0.0312084 | val_loss: 0.0312277 | Time: 3601.56 ms
[2021-01-20 10:22:53 main:574] : INFO : Epoch 1865 | loss: 0.0312118 | val_loss: 0.0312254 | Time: 3980.57 ms
[2021-01-20 10:22:57 main:574] : INFO : Epoch 1866 | loss: 0.0312077 | val_loss: 0.031225 | Time: 4123.04 ms
[2021-01-20 10:23:02 main:574] : INFO : Epoch 1867 | loss: 0.0312056 | val_loss: 0.0312229 | Time: 4050.86 ms
[2021-01-20 10:23:06 main:574] : INFO : Epoch 1868 | loss: 0.0312075 | val_loss: 0.0312219 | Time: 4001.35 ms
[2021-01-20 10:23:10 main:574] : INFO : Epoch 1869 | loss: 0.0312153 | val_loss: 0.0312516 | Time: 4028.89 ms
[2021-01-20 10:23:14 main:574] : INFO : Epoch 1870 | loss: 0.0312108 | val_loss: 0.031232 | Time: 3473.75 ms
[2021-01-20 10:23:18 main:574] : INFO : Epoch 1871 | loss: 0.031206 | val_loss: 0.0312289 | Time: 3489 ms
[2021-01-20 10:23:21 main:574] : INFO : Epoch 1872 | loss: 0.031211 | val_loss: 0.0312215 | Time: 3734.56 ms
[2021-01-20 10:23:25 main:574] : INFO : Epoch 1873 | loss: 0.0312127 | val_loss: 0.0312216 | Time: 3474.61 ms
[2021-01-20 10:23:29 main:574] : INFO : Epoch 1874 | loss: 0.0312131 | val_loss: 0.0312231 | Time: 3763 ms
[2021-01-20 10:23:33 main:574] : INFO : Epoch 1875 | loss: 0.0312103 | val_loss: 0.0312184 | Time: 3900.82 ms
[2021-01-20 10:23:37 main:574] : INFO : Epoch 1876 | loss: 0.0312093 | val_loss: 0.0312271 | Time: 3516.97 ms
[2021-01-20 10:23:40 main:574] : INFO : Epoch 1877 | loss: 0.0312096 | val_loss: 0.0312205 | Time: 3657.92 ms
[2021-01-20 10:23:44 main:574] : INFO : Epoch 1878 | loss: 0.0312068 | val_loss: 0.0312197 | Time: 3728.51 ms
[2021-01-20 10:23:48 main:574] : INFO : Epoch 1879 | loss: 0.0312084 | val_loss: 0.0312186 | Time: 3529.08 ms
[2021-01-20 10:23:52 main:574] : INFO : Epoch 1880 | loss: 0.0312087 | val_loss: 0.0312201 | Time: 3716.01 ms
[2021-01-20 10:23:56 main:574] : INFO : Epoch 1881 | loss: 0.0312066 | val_loss: 0.0312219 | Time: 4055.65 ms
[2021-01-20 10:24:00 main:574] : INFO : Epoch 1882 | loss: 0.0312057 | val_loss: 0.0312193 | Time: 3863.34 ms
[2021-01-20 10:24:04 main:574] : INFO : Epoch 1883 | loss: 0.0312048 | val_loss: 0.0312213 | Time: 3942.57 ms
[2021-01-20 10:24:08 main:574] : INFO : Epoch 1884 | loss: 0.0312046 | val_loss: 0.0312196 | Time: 3908.06 ms
[2021-01-20 10:24:12 main:574] : INFO : Epoch 1885 | loss: 0.0312058 | val_loss: 0.0312181 | Time: 3580.81 ms
[2021-01-20 10:24:15 main:574] : INFO : Epoch 1886 | loss: 0.0312049 | val_loss: 0.0312207 | Time: 3458.89 ms
[2021-01-20 10:24:19 main:574] : INFO : Epoch 1887 | loss: 0.0312031 | val_loss: 0.0312245 | Time: 3564.31 ms
[2021-01-20 10:24:23 main:574] : INFO : Epoch 1888 | loss: 0.0312067 | val_loss: 0.0312224 | Time: 3939.73 ms
[2021-01-20 10:24:26 main:574] : INFO : Epoch 1889 | loss: 0.0312076 | val_loss: 0.0312178 | Time: 3462.74 ms
[2021-01-20 10:24:30 main:574] : INFO : Epoch 1890 | loss: 0.031205 | val_loss: 0.0312231 | Time: 3755.65 ms
[2021-01-20 10:24:34 main:574] : INFO : Epoch 1891 | loss: 0.031205 | val_loss: 0.0312193 | Time: 3642.36 ms
[2021-01-20 10:24:38 main:574] : INFO : Epoch 1892 | loss: 0.031204 | val_loss: 0.0312198 | Time: 4026.13 ms
[2021-01-20 10:24:42 main:574] : INFO : Epoch 1893 | loss: 0.0312022 | val_loss: 0.0312189 | Time: 3489.56 ms
[2021-01-20 10:24:46 main:574] : INFO : Epoch 1894 | loss: 0.0312025 | val_loss: 0.0312271 | Time: 4050.89 ms
[2021-01-20 10:24:50 main:574] : INFO : Epoch 1895 | loss: 0.0312037 | val_loss: 0.0312195 | Time: 3603.4 ms
[2021-01-20 10:24:54 main:574] : INFO : Epoch 1896 | loss: 0.0312046 | val_loss: 0.0312281 | Time: 3927.45 ms
[2021-01-20 10:24:58 main:574] : INFO : Epoch 1897 | loss: 0.0312076 | val_loss: 0.0312269 | Time: 4010.3 ms
[2021-01-20 10:25:01 main:574] : INFO : Epoch 1898 | loss: 0.0312057 | val_loss: 0.0312213 | Time: 3615.91 ms
[2021-01-20 10:25:06 main:574] : INFO : Epoch 1899 | loss: 0.0312033 | val_loss: 0.0312207 | Time: 4044.94 ms
[2021-01-20 10:25:10 main:574] : INFO : Epoch 1900 | loss: 0.0312018 | val_loss: 0.0312207 | Time: 4160.61 ms
[2021-01-20 10:25:14 main:574] : INFO : Epoch 1901 | loss: 0.0311994 | val_loss: 0.0312225 | Time: 4013.17 ms
[2021-01-20 10:25:18 main:574] : INFO : Epoch 1902 | loss: 0.0311982 | val_loss: 0.0312206 | Time: 3878.39 ms
[2021-01-20 10:25:22 main:574] : INFO : Epoch 1903 | loss: 0.0311996 | val_loss: 0.0312199 | Time: 3643.4 ms
[2021-01-20 10:25:25 main:574] : INFO : Epoch 1904 | loss: 0.0312033 | val_loss: 0.0312241 | Time: 3523.16 ms
[2021-01-20 10:25:30 main:574] : INFO : Epoch 1905 | loss: 0.0311988 | val_loss: 0.0312214 | Time: 4025.94 ms
[2021-01-20 10:25:34 main:574] : INFO : Epoch 1906 | loss: 0.0312031 | val_loss: 0.0312338 | Time: 4056.5 ms
[2021-01-20 10:25:37 main:574] : INFO : Epoch 1907 | loss: 0.0312108 | val_loss: 0.0312293 | Time: 3541.28 ms
[2021-01-20 10:25:41 main:574] : INFO : Epoch 1908 | loss: 0.0312057 | val_loss: 0.0312254 | Time: 3520.03 ms
[2021-01-20 10:25:45 main:574] : INFO : Epoch 1909 | loss: 0.0312014 | val_loss: 0.031221 | Time: 3502.93 ms
[2021-01-20 10:25:48 main:574] : INFO : Epoch 1910 | loss: 0.0311993 | val_loss: 0.0312248 | Time: 3778.46 ms
[2021-01-20 10:25:53 main:574] : INFO : Epoch 1911 | loss: 0.0311957 | val_loss: 0.03122 | Time: 4054.52 ms
[2021-01-20 10:25:56 main:574] : INFO : Epoch 1912 | loss: 0.0311972 | val_loss: 0.0312219 | Time: 3597.63 ms
[2021-01-20 10:26:00 main:574] : INFO : Epoch 1913 | loss: 0.0311978 | val_loss: 0.0312391 | Time: 3863.23 ms
[2021-01-20 10:26:04 main:574] : INFO : Epoch 1914 | loss: 0.0312053 | val_loss: 0.0312262 | Time: 3714.33 ms
[2021-01-20 10:26:09 main:574] : INFO : Epoch 1915 | loss: 0.0312013 | val_loss: 0.0312241 | Time: 4295.37 ms
[2021-01-20 10:26:13 main:574] : INFO : Epoch 1916 | loss: 0.0311971 | val_loss: 0.0312227 | Time: 3989.83 ms
[2021-01-20 10:26:16 main:574] : INFO : Epoch 1917 | loss: 0.0311957 | val_loss: 0.0312232 | Time: 3493.15 ms
[2021-01-20 10:26:20 main:574] : INFO : Epoch 1918 | loss: 0.0311977 | val_loss: 0.0312225 | Time: 3980.13 ms
[2021-01-20 10:26:24 main:574] : INFO : Epoch 1919 | loss: 0.0311955 | val_loss: 0.0312326 | Time: 3470.36 ms
[2021-01-20 10:26:28 main:574] : INFO : Epoch 1920 | loss: 0.0311961 | val_loss: 0.03122 | Time: 3912.52 ms
[2021-01-20 10:26:32 main:574] : INFO : Epoch 1921 | loss: 0.0311958 | val_loss: 0.0312163 | Time: 3989.75 ms
[2021-01-20 10:26:36 main:574] : INFO : Epoch 1922 | loss: 0.0311982 | val_loss: 0.0312274 | Time: 3810.55 ms
[2021-01-20 10:26:40 main:574] : INFO : Epoch 1923 | loss: 0.0311968 | val_loss: 0.0312205 | Time: 3579.33 ms
[2021-01-20 10:26:43 main:574] : INFO : Epoch 1924 | loss: 0.0311967 | val_loss: 0.0312219 | Time: 3745.38 ms
[2021-01-20 10:26:47 main:574] : INFO : Epoch 1925 | loss: 0.0311946 | val_loss: 0.0312256 | Time: 3585.89 ms
[2021-01-20 10:26:51 main:574] : INFO : Epoch 1926 | loss: 0.0311972 | val_loss: 0.031229 | Time: 3530.45 ms
[2021-01-20 10:26:54 main:574] : INFO : Epoch 1927 | loss: 0.0311966 | val_loss: 0.0312226 | Time: 3732.6 ms
[2021-01-20 10:26:58 main:574] : INFO : Epoch 1928 | loss: 0.0311987 | val_loss: 0.0312279 | Time: 3544.15 ms
[2021-01-20 10:27:02 main:574] : INFO : Epoch 1929 | loss: 0.0311935 | val_loss: 0.0312215 | Time: 3701.48 ms
[2021-01-20 10:27:06 main:574] : INFO : Epoch 1930 | loss: 0.0311974 | val_loss: 0.0312235 | Time: 3525.77 ms
[2021-01-20 10:27:09 main:574] : INFO : Epoch 1931 | loss: 0.0311981 | val_loss: 0.0312258 | Time: 3647.47 ms
[2021-01-20 10:27:13 main:574] : INFO : Epoch 1932 | loss: 0.0312017 | val_loss: 0.0312264 | Time: 3888.79 ms
[2021-01-20 10:27:17 main:574] : INFO : Epoch 1933 | loss: 0.0312077 | val_loss: 0.0312326 | Time: 3658.85 ms
[2021-01-20 10:27:21 main:574] : INFO : Epoch 1934 | loss: 0.0312009 | val_loss: 0.0312279 | Time: 3493.12 ms
[2021-01-20 10:27:25 main:574] : INFO : Epoch 1935 | loss: 0.0312005 | val_loss: 0.0312265 | Time: 4147.26 ms
[2021-01-20 10:27:29 main:574] : INFO : Epoch 1936 | loss: 0.0311948 | val_loss: 0.0312185 | Time: 3997.78 ms
[2021-01-20 10:27:33 main:574] : INFO : Epoch 1937 | loss: 0.0312084 | val_loss: 0.0312211 | Time: 3747.4 ms
[2021-01-20 10:27:37 main:574] : INFO : Epoch 1938 | loss: 0.0312099 | val_loss: 0.0312162 | Time: 3707.77 ms
[2021-01-20 10:27:41 main:574] : INFO : Epoch 1939 | loss: 0.0312068 | val_loss: 0.0312126 | Time: 4028.02 ms
[2021-01-20 10:27:45 main:574] : INFO : Epoch 1940 | loss: 0.0312068 | val_loss: 0.031216 | Time: 3493.71 ms
[2021-01-20 10:27:49 main:574] : INFO : Epoch 1941 | loss: 0.0312036 | val_loss: 0.0312176 | Time: 4052.32 ms
[2021-01-20 10:27:53 main:574] : INFO : Epoch 1942 | loss: 0.0312134 | val_loss: 0.0312296 | Time: 4053.93 ms
[2021-01-20 10:27:57 main:574] : INFO : Epoch 1943 | loss: 0.031222 | val_loss: 0.0312226 | Time: 3832.06 ms
[2021-01-20 10:28:01 main:574] : INFO : Epoch 1944 | loss: 0.0312173 | val_loss: 0.0312209 | Time: 3740.08 ms
[2021-01-20 10:28:05 main:574] : INFO : Epoch 1945 | loss: 0.0312147 | val_loss: 0.031218 | Time: 3994.86 ms
[2021-01-20 10:28:09 main:574] : INFO : Epoch 1946 | loss: 0.0312125 | val_loss: 0.0312181 | Time: 3987.68 ms
[2021-01-20 10:28:13 main:574] : INFO : Epoch 1947 | loss: 0.031215 | val_loss: 0.0312192 | Time: 3496.44 ms
[2021-01-20 10:28:16 main:574] : INFO : Epoch 1948 | loss: 0.0312108 | val_loss: 0.0312163 | Time: 3644.97 ms
[2021-01-20 10:28:20 main:574] : INFO : Epoch 1949 | loss: 0.0312095 | val_loss: 0.0312161 | Time: 3618.47 ms
[2021-01-20 10:28:24 main:574] : INFO : Epoch 1950 | loss: 0.0312075 | val_loss: 0.0312157 | Time: 3843.56 ms
[2021-01-20 10:28:28 main:574] : INFO : Epoch 1951 | loss: 0.0312102 | val_loss: 0.0312153 | Time: 3511.8 ms
[2021-01-20 10:28:32 main:574] : INFO : Epoch 1952 | loss: 0.0312069 | val_loss: 0.0312175 | Time: 3911.06 ms
[2021-01-20 10:28:36 main:574] : INFO : Epoch 1953 | loss: 0.0312061 | val_loss: 0.0312169 | Time: 3930.99 ms
[2021-01-20 10:28:40 main:574] : INFO : Epoch 1954 | loss: 0.0312098 | val_loss: 0.0312159 | Time: 3695.36 ms
[2021-01-20 10:28:43 main:574] : INFO : Epoch 1955 | loss: 0.031208 | val_loss: 0.0312146 | Time: 3807.88 ms
[2021-01-20 10:28:48 main:574] : INFO : Epoch 1956 | loss: 0.0312055 | val_loss: 0.0312127 | Time: 4038.35 ms
[2021-01-20 10:28:52 main:574] : INFO : Epoch 1957 | loss: 0.0312042 | val_loss: 0.0312108 | Time: 3909.01 ms
[2021-01-20 10:28:55 main:574] : INFO : Epoch 1958 | loss: 0.0312043 | val_loss: 0.0312147 | Time: 3517.91 ms
[2021-01-20 10:28:59 main:574] : INFO : Epoch 1959 | loss: 0.0312223 | val_loss: 0.0312176 | Time: 4059.69 ms
[2021-01-20 10:29:03 main:574] : INFO : Epoch 1960 | loss: 0.0312147 | val_loss: 0.0312269 | Time: 3749.23 ms
[2021-01-20 10:29:07 main:574] : INFO : Epoch 1961 | loss: 0.0312156 | val_loss: 0.0312179 | Time: 4110.81 ms
[2021-01-20 10:29:11 main:574] : INFO : Epoch 1962 | loss: 0.0312133 | val_loss: 0.0312107 | Time: 3662.45 ms
[2021-01-20 10:29:15 main:574] : INFO : Epoch 1963 | loss: 0.0312099 | val_loss: 0.0312117 | Time: 3915.35 ms
[2021-01-20 10:29:19 main:574] : INFO : Epoch 1964 | loss: 0.0312095 | val_loss: 0.0312109 | Time: 3493.63 ms
[2021-01-20 10:29:23 main:574] : INFO : Epoch 1965 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 3645.22 ms
[2021-01-20 10:29:26 main:574] : INFO : Epoch 1966 | loss: 0.0312066 | val_loss: 0.0312069 | Time: 3573.83 ms
[2021-01-20 10:29:30 main:574] : INFO : Epoch 1967 | loss: 0.0312054 | val_loss: 0.0312137 | Time: 3759.82 ms
[2021-01-20 10:29:34 main:574] : INFO : Epoch 1968 | loss: 0.0312057 | val_loss: 0.0312073 | Time: 3552.89 ms
[2021-01-20 10:29:38 main:574] : INFO : Epoch 1969 | loss: 0.0312045 | val_loss: 0.0312072 | Time: 3903.6 ms
[2021-01-20 10:29:41 main:574] : INFO : Epoch 1970 | loss: 0.0312061 | val_loss: 0.0312076 | Time: 3566.68 ms
[2021-01-20 10:29:45 main:574] : INFO : Epoch 1971 | loss: 0.0312034 | val_loss: 0.031207 | Time: 3620.46 ms
[2021-01-20 10:29:49 main:574] : INFO : Epoch 1972 | loss: 0.0312012 | val_loss: 0.0312116 | Time: 3799.09 ms
[2021-01-20 10:29:53 main:574] : INFO : Epoch 1973 | loss: 0.0312031 | val_loss: 0.0312065 | Time: 3787.36 ms
[2021-01-20 10:29:57 main:574] : INFO : Epoch 1974 | loss: 0.0312024 | val_loss: 0.0312192 | Time: 3589.48 ms
[2021-01-20 10:30:00 main:574] : INFO : Epoch 1975 | loss: 0.0312052 | val_loss: 0.0312072 | Time: 3456.04 ms
[2021-01-20 10:30:04 main:574] : INFO : Epoch 1976 | loss: 0.0312016 | val_loss: 0.0312134 | Time: 3787.52 ms
[2021-01-20 10:30:08 main:574] : INFO : Epoch 1977 | loss: 0.0312013 | val_loss: 0.0312049 | Time: 3515.91 ms
[2021-01-20 10:30:12 main:574] : INFO : Epoch 1978 | loss: 0.0311993 | val_loss: 0.0312045 | Time: 3959.17 ms
[2021-01-20 10:30:16 main:574] : INFO : Epoch 1979 | loss: 0.0311997 | val_loss: 0.031207 | Time: 3729.01 ms
[2021-01-20 10:30:20 main:574] : INFO : Epoch 1980 | loss: 0.0312009 | val_loss: 0.031205 | Time: 3796.93 ms
[2021-01-20 10:30:24 main:574] : INFO : Epoch 1981 | loss: 0.0312021 | val_loss: 0.031207 | Time: 3677.05 ms
[2021-01-20 10:30:27 main:574] : INFO : Epoch 1982 | loss: 0.0312055 | val_loss: 0.0312049 | Time: 3681.38 ms
[2021-01-20 10:30:31 main:574] : INFO : Epoch 1983 | loss: 0.0311998 | val_loss: 0.031206 | Time: 3748.48 ms
[2021-01-20 10:30:35 main:574] : INFO : Epoch 1984 | loss: 0.0311978 | val_loss: 0.0312047 | Time: 3532.7 ms
[2021-01-20 10:30:39 main:574] : INFO : Epoch 1985 | loss: 0.0311978 | val_loss: 0.0312048 | Time: 4012.01 ms
[2021-01-20 10:30:43 main:574] : INFO : Epoch 1986 | loss: 0.0311997 | val_loss: 0.0312054 | Time: 3556.02 ms
[2021-01-20 10:30:46 main:574] : INFO : Epoch 1987 | loss: 0.0312035 | val_loss: 0.0312085 | Time: 3527.28 ms
[2021-01-20 10:30:50 main:574] : INFO : Epoch 1988 | loss: 0.0312003 | val_loss: 0.0312043 | Time: 3871.2 ms
[2021-01-20 10:30:54 main:574] : INFO : Epoch 1989 | loss: 0.0311993 | val_loss: 0.0312112 | Time: 3564.97 ms
[2021-01-20 10:30:58 main:574] : INFO : Epoch 1990 | loss: 0.0311987 | val_loss: 0.0312074 | Time: 3471.04 ms
[2021-01-20 10:31:01 main:574] : INFO : Epoch 1991 | loss: 0.0312002 | val_loss: 0.0312049 | Time: 3582.33 ms
[2021-01-20 10:31:05 main:574] : INFO : Epoch 1992 | loss: 0.0311978 | val_loss: 0.0312037 | Time: 3542.39 ms
[2021-01-20 10:31:08 main:574] : INFO : Epoch 1993 | loss: 0.0311987 | val_loss: 0.0312206 | Time: 3551.6 ms
[2021-01-20 10:31:13 main:574] : INFO : Epoch 1994 | loss: 0.0311998 | val_loss: 0.031206 | Time: 4068.62 ms
[2021-01-20 10:31:16 main:574] : INFO : Epoch 1995 | loss: 0.0311963 | val_loss: 0.0312104 | Time: 3526.04 ms
[2021-01-20 10:31:20 main:574] : INFO : Epoch 1996 | loss: 0.0311948 | val_loss: 0.0312019 | Time: 3784.68 ms
[2021-01-20 10:31:24 main:574] : INFO : Epoch 1997 | loss: 0.0311944 | val_loss: 0.0312069 | Time: 3669.94 ms
[2021-01-20 10:31:28 main:574] : INFO : Epoch 1998 | loss: 0.0311951 | val_loss: 0.0312021 | Time: 3945.52 ms
[2021-01-20 10:31:32 main:574] : INFO : Epoch 1999 | loss: 0.0311942 | val_loss: 0.0312014 | Time: 3532.43 ms
[2021-01-20 10:31:35 main:574] : INFO : Epoch 2000 | loss: 0.0311957 | val_loss: 0.0312068 | Time: 3538.76 ms
[2021-01-20 10:31:39 main:574] : INFO : Epoch 2001 | loss: 0.0311951 | val_loss: 0.0312046 | Time: 4135.92 ms
[2021-01-20 10:31:43 main:574] : INFO : Epoch 2002 | loss: 0.031195 | val_loss: 0.031204 | Time: 3605.15 ms
[2021-01-20 10:31:47 main:574] : INFO : Epoch 2003 | loss: 0.0311986 | val_loss: 0.0312082 | Time: 3583.94 ms
[2021-01-20 10:31:51 main:574] : INFO : Epoch 2004 | loss: 0.0311945 | val_loss: 0.0312081 | Time: 4117.72 ms
[2021-01-20 10:31:55 main:574] : INFO : Epoch 2005 | loss: 0.0311952 | val_loss: 0.0312035 | Time: 4022.53 ms
[2021-01-20 10:32:00 main:574] : INFO : Epoch 2006 | loss: 0.0311958 | val_loss: 0.0312053 | Time: 4133.42 ms
[2021-01-20 10:32:03 main:574] : INFO : Epoch 2007 | loss: 0.0311976 | val_loss: 0.0312027 | Time: 3714.46 ms
[2021-01-20 10:32:07 main:574] : INFO : Epoch 2008 | loss: 0.0311939 | val_loss: 0.0312042 | Time: 3460.07 ms
[2021-01-20 10:32:11 main:574] : INFO : Epoch 2009 | loss: 0.031192 | val_loss: 0.031202 | Time: 3618.62 ms
[2021-01-20 10:32:14 main:574] : INFO : Epoch 2010 | loss: 0.0311932 | val_loss: 0.0312019 | Time: 3598.64 ms
[2021-01-20 10:32:18 main:574] : INFO : Epoch 2011 | loss: 0.0311915 | val_loss: 0.0312022 | Time: 3541.78 ms
[2021-01-20 10:32:22 main:574] : INFO : Epoch 2012 | loss: 0.0311957 | val_loss: 0.0312033 | Time: 3520.06 ms
[2021-01-20 10:32:25 main:574] : INFO : Epoch 2013 | loss: 0.0311929 | val_loss: 0.0312066 | Time: 3495.28 ms
[2021-01-20 10:32:29 main:574] : INFO : Epoch 2014 | loss: 0.031195 | val_loss: 0.0312023 | Time: 3910.4 ms
[2021-01-20 10:32:33 main:574] : INFO : Epoch 2015 | loss: 0.0311951 | val_loss: 0.0312031 | Time: 3566.53 ms
[2021-01-20 10:32:37 main:574] : INFO : Epoch 2016 | loss: 0.0311924 | val_loss: 0.0312018 | Time: 3762.49 ms
[2021-01-20 10:32:41 main:574] : INFO : Epoch 2017 | loss: 0.0311903 | val_loss: 0.0312022 | Time: 3853.58 ms
[2021-01-20 10:32:45 main:574] : INFO : Epoch 2018 | loss: 0.0311914 | val_loss: 0.0312023 | Time: 3917.26 ms
[2021-01-20 10:32:48 main:574] : INFO : Epoch 2019 | loss: 0.0311935 | val_loss: 0.0312067 | Time: 3614.94 ms
[2021-01-20 10:32:52 main:574] : INFO : Epoch 2020 | loss: 0.031196 | val_loss: 0.0312059 | Time: 3526.08 ms
[2021-01-20 10:32:56 main:574] : INFO : Epoch 2021 | loss: 0.0311909 | val_loss: 0.0312023 | Time: 3583.27 ms
[2021-01-20 10:32:59 main:574] : INFO : Epoch 2022 | loss: 0.0311919 | val_loss: 0.0312018 | Time: 3506.89 ms
[2021-01-20 10:33:03 main:574] : INFO : Epoch 2023 | loss: 0.0311902 | val_loss: 0.0312001 | Time: 3537.91 ms
[2021-01-20 10:33:07 main:574] : INFO : Epoch 2024 | loss: 0.0311896 | val_loss: 0.0312024 | Time: 3826.57 ms
[2021-01-20 10:33:10 main:574] : INFO : Epoch 2025 | loss: 0.0311918 | val_loss: 0.0312012 | Time: 3548.46 ms
[2021-01-20 10:33:15 main:574] : INFO : Epoch 2026 | loss: 0.0311913 | val_loss: 0.0312003 | Time: 4155.14 ms
[2021-01-20 10:33:18 main:574] : INFO : Epoch 2027 | loss: 0.0311893 | val_loss: 0.0312003 | Time: 3464.84 ms
[2021-01-20 10:33:22 main:574] : INFO : Epoch 2028 | loss: 0.0311882 | val_loss: 0.0311995 | Time: 3951.05 ms
[2021-01-20 10:33:26 main:574] : INFO : Epoch 2029 | loss: 0.031189 | val_loss: 0.0312043 | Time: 3944.76 ms
[2021-01-20 10:33:30 main:574] : INFO : Epoch 2030 | loss: 0.0311905 | val_loss: 0.0312005 | Time: 3512.78 ms
[2021-01-20 10:33:34 main:574] : INFO : Epoch 2031 | loss: 0.0311892 | val_loss: 0.0311993 | Time: 3482.75 ms
[2021-01-20 10:33:37 main:574] : INFO : Epoch 2032 | loss: 0.0311908 | val_loss: 0.031205 | Time: 3509.29 ms
[2021-01-20 10:33:41 main:574] : INFO : Epoch 2033 | loss: 0.0311889 | val_loss: 0.0312046 | Time: 3532.87 ms
[2021-01-20 10:33:45 main:574] : INFO : Epoch 2034 | loss: 0.0311918 | val_loss: 0.0312078 | Time: 3824.66 ms
[2021-01-20 10:33:49 main:574] : INFO : Epoch 2035 | loss: 0.0311891 | val_loss: 0.0312021 | Time: 3933.74 ms
[2021-01-20 10:33:53 main:574] : INFO : Epoch 2036 | loss: 0.0311885 | val_loss: 0.0312002 | Time: 3940.99 ms
[2021-01-20 10:33:58 main:574] : INFO : Epoch 2037 | loss: 0.0311888 | val_loss: 0.0312069 | Time: 4024.59 ms
[2021-01-20 10:34:01 main:574] : INFO : Epoch 2038 | loss: 0.031187 | val_loss: 0.0311995 | Time: 3649.42 ms
[2021-01-20 10:34:06 main:574] : INFO : Epoch 2039 | loss: 0.0311866 | val_loss: 0.0312034 | Time: 4015.21 ms
[2021-01-20 10:34:09 main:574] : INFO : Epoch 2040 | loss: 0.0311861 | val_loss: 0.0311998 | Time: 3666.9 ms
[2021-01-20 10:34:14 main:574] : INFO : Epoch 2041 | loss: 0.0311874 | val_loss: 0.0312002 | Time: 4056.42 ms
[2021-01-20 10:34:18 main:574] : INFO : Epoch 2042 | loss: 0.0311873 | val_loss: 0.0312003 | Time: 4039.97 ms
[2021-01-20 10:34:21 main:574] : INFO : Epoch 2043 | loss: 0.0311903 | val_loss: 0.0312078 | Time: 3493.4 ms
[2021-01-20 10:34:25 main:574] : INFO : Epoch 2044 | loss: 0.0311881 | val_loss: 0.0312057 | Time: 3521.16 ms
[2021-01-20 10:34:29 main:574] : INFO : Epoch 2045 | loss: 0.0311873 | val_loss: 0.0311991 | Time: 3745.18 ms
[2021-01-20 10:34:33 main:574] : INFO : Epoch 2046 | loss: 0.0311868 | val_loss: 0.0311989 | Time: 3701.04 ms
[2021-01-20 10:34:37 main:574] : INFO : Epoch 2047 | loss: 0.0311889 | val_loss: 0.0312015 | Time: 3935.97 ms
[2021-01-20 10:34:40 main:574] : INFO : Epoch 2048 | loss: 0.0311893 | val_loss: 0.0311997 | Time: 3566.68 ms
[2021-01-20 10:34:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311997
[2021-01-20 10:34:40 main:603] : INFO : Saving end state to config to file
[2021-01-20 10:34:41 main:608] : INFO : Success, exiting..
10:34:41 (9524): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)