Task 9174130
| Name | ParityModified-1636178899-31875-2-0_2 |
| Workunit | 6459790 |
| Created | 25 Nov 2021, 7:50:02 UTC |
| Sent | 25 Nov 2021, 9:21:41 UTC |
| Report deadline | 3 Dec 2021, 9:21:41 UTC |
| Received | 25 Nov 2021, 18:39:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16684 |
| Run time | 2 hours 31 min 41 sec |
| CPU time | 1 hours 34 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,461.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.031127 | val_loss: 0.0311674 | Time: 4530.33 ms [2021-11-25 11:00:26 main:574] : INFO : Epoch 1543 | loss: 0.0311261 | val_loss: 0.0311678 | Time: 4449.91 ms [2021-11-25 11:00:30 main:574] : INFO : Epoch 1544 | loss: 0.0311253 | val_loss: 0.0311677 | Time: 4464.99 ms [2021-11-25 11:00:34 main:574] : INFO : Epoch 1545 | loss: 0.0311259 | val_loss: 0.0311703 | Time: 3728.08 ms [2021-11-25 11:00:39 main:574] : INFO : Epoch 1546 | loss: 0.0311259 | val_loss: 0.0311666 | Time: 4438.87 ms [2021-11-25 11:00:43 main:574] : INFO : Epoch 1547 | loss: 0.031126 | val_loss: 0.0311662 | Time: 4453.03 ms [2021-11-25 11:00:47 main:574] : INFO : Epoch 1548 | loss: 0.0311265 | val_loss: 0.0311662 | Time: 3909.75 ms [2021-11-25 11:00:52 main:574] : INFO : Epoch 1549 | loss: 0.0311266 | val_loss: 0.0311665 | Time: 4485.2 ms [2021-11-25 11:00:55 main:574] : INFO : Epoch 1550 | loss: 0.0311256 | val_loss: 0.0311711 | Time: 3213.38 ms [2021-11-25 11:00:58 main:574] : INFO : Epoch 1551 | loss: 0.0311247 | val_loss: 0.0311659 | Time: 3370.54 ms [2021-11-25 11:01:01 main:574] : INFO : Epoch 1552 | loss: 0.0311243 | val_loss: 0.0311693 | Time: 3088.58 ms [2021-11-25 11:01:05 main:574] : INFO : Epoch 1553 | loss: 0.0311241 | val_loss: 0.031168 | Time: 3824.23 ms [2021-11-25 11:01:09 main:574] : INFO : Epoch 1554 | loss: 0.0311264 | val_loss: 0.0311652 | Time: 3974.03 ms [2021-11-25 11:01:13 main:574] : INFO : Epoch 1555 | loss: 0.0311251 | val_loss: 0.031166 | Time: 3925.99 ms [2021-11-25 11:01:17 main:574] : INFO : Epoch 1556 | loss: 0.0311245 | val_loss: 0.0311644 | Time: 3769.6 ms [2021-11-25 11:01:21 main:574] : INFO : Epoch 1557 | loss: 0.0311229 | val_loss: 0.0311622 | Time: 3942.81 ms [2021-11-25 11:01:26 main:574] : INFO : Epoch 1558 | loss: 0.0311227 | val_loss: 0.031164 | Time: 5182.67 ms [2021-11-25 11:01:31 main:574] : INFO : Epoch 1559 | loss: 0.0311247 | val_loss: 0.0311644 | Time: 5163.48 ms [2021-11-25 11:01:34 main:574] : INFO : Epoch 1560 | loss: 0.0311243 | val_loss: 0.0311633 | Time: 2877.42 ms [2021-11-25 11:01:37 main:574] : INFO : Epoch 1561 | loss: 0.0311234 | val_loss: 0.0311688 | Time: 3006.72 ms [2021-11-25 11:01:42 main:574] : INFO : Epoch 1562 | loss: 0.0311287 | val_loss: 0.0311654 | Time: 4435.91 ms [2021-11-25 11:01:47 main:574] : INFO : Epoch 1563 | loss: 0.0311293 | val_loss: 0.0311623 | Time: 4687.82 ms [2021-11-25 11:01:49 main:574] : INFO : Epoch 1564 | loss: 0.0311285 | val_loss: 0.0311615 | Time: 2833.02 ms [2021-11-25 11:01:54 main:574] : INFO : Epoch 1565 | loss: 0.0311287 | val_loss: 0.0311664 | Time: 4416.25 ms [2021-11-25 11:01:58 main:574] : INFO : Epoch 1566 | loss: 0.0311412 | val_loss: 0.0311637 | Time: 4401.51 ms [2021-11-25 11:02:03 main:574] : INFO : Epoch 1567 | loss: 0.0311373 | val_loss: 0.0311617 | Time: 4390.44 ms [2021-11-25 11:02:07 main:574] : INFO : Epoch 1568 | loss: 0.0311333 | val_loss: 0.0311688 | Time: 4397.03 ms [2021-11-25 11:02:12 main:574] : INFO : Epoch 1569 | loss: 0.0311367 | val_loss: 0.0311661 | Time: 4469.01 ms [2021-11-25 11:02:16 main:574] : INFO : Epoch 1570 | loss: 0.0311342 | val_loss: 0.0311644 | Time: 4473.89 ms [2021-11-25 11:02:21 main:574] : INFO : Epoch 1571 | loss: 0.0311332 | val_loss: 0.0311647 | Time: 4279.8 ms [2021-11-25 11:02:24 main:574] : INFO : Epoch 1572 | loss: 0.0311298 | val_loss: 0.0311642 | Time: 3103.73 ms [2021-11-25 11:02:28 main:574] : INFO : Epoch 1573 | loss: 0.0311305 | val_loss: 0.0311656 | Time: 4429.68 ms [2021-11-25 11:02:32 main:574] : INFO : Epoch 1574 | loss: 0.0311297 | val_loss: 0.0311626 | Time: 3308 ms [2021-11-25 11:02:36 main:574] : INFO : Epoch 1575 | loss: 0.0311282 | val_loss: 0.0311598 | Time: 4048.83 ms [2021-11-25 11:02:39 main:574] : INFO : Epoch 1576 | loss: 0.0311257 | val_loss: 0.0311641 | Time: 3010.71 ms [2021-11-25 11:02:42 main:574] : INFO : Epoch 1577 | loss: 0.0311255 | val_loss: 0.0311673 | Time: 2777.26 ms [2021-11-25 11:02:45 main:574] : INFO : Epoch 1578 | loss: 0.0311262 | val_loss: 0.031172 | Time: 3424.26 ms [2021-11-25 11:02:49 main:574] : INFO : Epoch 1579 | loss: 0.0311263 | val_loss: 0.0311654 | Time: 3843.09 ms [2021-11-25 11:02:53 main:574] : INFO : Epoch 1580 | loss: 0.0311248 | val_loss: 0.0311604 | Time: 3820.78 ms [2021-11-25 11:02:56 main:574] : INFO : Epoch 1581 | loss: 0.0311245 | val_loss: 0.0311614 | Time: 3346.07 ms [2021-11-25 11:03:00 main:574] : INFO : Epoch 1582 | loss: 0.0311273 | val_loss: 0.0311592 | Time: 3366.65 ms [2021-11-25 11:03:05 main:574] : INFO : Epoch 1583 | loss: 0.0311282 | val_loss: 0.0311606 | Time: 5066.31 ms [2021-11-25 11:03:10 main:574] : INFO : Epoch 1584 | loss: 0.0311273 | val_loss: 0.0311604 | Time: 5254.64 ms [2021-11-25 11:03:15 main:574] : INFO : Epoch 1585 | loss: 0.0311434 | val_loss: 0.0311726 | Time: 5164.75 ms [2021-11-25 11:03:54 main:574] : INFO : Epoch 1586 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 38774.1 ms [2021-11-25 11:03:58 main:574] : INFO : Epoch 1587 | loss: 0.0311553 | val_loss: 0.0311676 | Time: 4063.98 ms [2021-11-25 11:04:01 main:574] : INFO : Epoch 1588 | loss: 0.0311494 | val_loss: 0.0311633 | Time: 3369.66 ms [2021-11-25 11:04:05 main:574] : INFO : Epoch 1589 | loss: 0.0311473 | val_loss: 0.0311619 | Time: 3293.47 ms [2021-11-25 11:04:08 main:574] : INFO : Epoch 1590 | loss: 0.0311474 | val_loss: 0.0311641 | Time: 3339.08 ms [2021-11-25 11:04:11 main:574] : INFO : Epoch 1591 | loss: 0.0311437 | val_loss: 0.0311614 | Time: 3304.67 ms [2021-11-25 11:04:15 main:574] : INFO : Epoch 1592 | loss: 0.0311414 | val_loss: 0.0311608 | Time: 3378.49 ms [2021-11-25 11:04:18 main:574] : INFO : Epoch 1593 | loss: 0.0311412 | val_loss: 0.0311632 | Time: 3380.92 ms [2021-11-25 11:04:22 main:574] : INFO : Epoch 1594 | loss: 0.0311398 | val_loss: 0.0311604 | Time: 3353.51 ms [2021-11-25 11:04:25 main:574] : INFO : Epoch 1595 | loss: 0.031137 | val_loss: 0.0311593 | Time: 3367.01 ms [2021-11-25 11:04:28 main:574] : INFO : Epoch 1596 | loss: 0.0311357 | val_loss: 0.0311627 | Time: 3351.12 ms [2021-11-25 11:04:31 main:574] : INFO : Epoch 1597 | loss: 0.0311364 | val_loss: 0.0311618 | Time: 2872.93 ms [2021-11-25 11:04:34 main:574] : INFO : Epoch 1598 | loss: 0.0311352 | val_loss: 0.0311609 | Time: 3243.53 ms [2021-11-25 11:04:38 main:574] : INFO : Epoch 1599 | loss: 0.0311371 | val_loss: 0.0311603 | Time: 3341.1 ms [2021-11-25 11:04:42 main:574] : INFO : Epoch 1600 | loss: 0.0311362 | val_loss: 0.0311638 | Time: 3712.28 ms [2021-11-25 11:04:45 main:574] : INFO : Epoch 1601 | loss: 0.0311349 | val_loss: 0.0311601 | Time: 3371.02 ms [2021-11-25 11:04:49 main:574] : INFO : Epoch 1602 | loss: 0.031137 | val_loss: 0.0311592 | Time: 3870.67 ms [2021-11-25 11:04:53 main:574] : INFO : Epoch 1603 | loss: 0.0311358 | val_loss: 0.0311573 | Time: 3689.9 ms [2021-11-25 11:04:56 main:574] : INFO : Epoch 1604 | loss: 0.0311349 | val_loss: 0.0311568 | Time: 3806.27 ms [2021-11-25 11:05:00 main:574] : INFO : Epoch 1605 | loss: 0.0311349 | val_loss: 0.0311582 | Time: 3358.89 ms [2021-11-25 11:05:04 main:574] : INFO : Epoch 1606 | loss: 0.031134 | val_loss: 0.0311636 | Time: 3800.06 ms [2021-11-25 11:05:07 main:574] : INFO : Epoch 1607 | loss: 0.0311359 | val_loss: 0.0311615 | Time: 3786.69 ms [2021-11-25 11:05:11 main:574] : INFO : Epoch 1608 | loss: 0.0311336 | val_loss: 0.0311592 | Time: 3813.48 ms [2021-11-25 11:05:15 main:574] : INFO : Epoch 1609 | loss: 0.0311338 | val_loss: 0.0311598 | Time: 3656.45 ms [2021-11-25 11:05:19 main:574] : INFO : Epoch 1610 | loss: 0.0311331 | val_loss: 0.0311574 | Time: 4471.39 ms [2021-11-25 11:05:24 main:574] : INFO : Epoch 1611 | loss: 0.0311316 | val_loss: 0.0311595 | Time: 4401.02 ms [2021-11-25 11:05:28 main:574] : INFO : Epoch 1612 | loss: 0.0311302 | val_loss: 0.0311595 | Time: 4389.16 ms [2021-11-25 11:05:33 main:574] : INFO : Epoch 1613 | loss: 0.0311297 | val_loss: 0.0311608 | Time: 4301.77 ms [2021-11-25 11:05:37 main:574] : INFO : Epoch 1614 | loss: 0.0311308 | val_loss: 0.0311619 | Time: 4449.72 ms [2021-11-25 11:05:42 main:574] : INFO : Epoch 1615 | loss: 0.0311315 | val_loss: 0.0311606 | Time: 4374.01 ms [2021-11-25 11:05:45 main:574] : INFO : Epoch 1616 | loss: 0.0311309 | val_loss: 0.0311591 | Time: 3756.67 ms [2021-11-25 11:05:49 main:574] : INFO : Epoch 1617 | loss: 0.0311315 | val_loss: 0.0311604 | Time: 3624.96 ms [2021-11-25 11:05:52 main:574] : INFO : Epoch 1618 | loss: 0.031131 | val_loss: 0.0311614 | Time: 3287.2 ms [2021-11-25 11:05:56 main:574] : INFO : Epoch 1619 | loss: 0.0311306 | val_loss: 0.0311592 | Time: 3493.21 ms [2021-11-25 11:05:59 main:574] : INFO : Epoch 1620 | loss: 0.0311297 | val_loss: 0.0311592 | Time: 3383.89 ms [2021-11-25 11:06:03 main:574] : INFO : Epoch 1621 | loss: 0.0311287 | val_loss: 0.0311572 | Time: 3324.26 ms [2021-11-25 11:06:06 main:574] : INFO : Epoch 1622 | loss: 0.0311289 | val_loss: 0.0311615 | Time: 3243.55 ms [2021-11-25 11:06:09 main:574] : INFO : Epoch 1623 | loss: 0.0311255 | val_loss: 0.0311602 | Time: 3357.87 ms [2021-11-25 11:06:12 main:574] : INFO : Epoch 1624 | loss: 0.0311279 | val_loss: 0.0311624 | Time: 3224.38 ms [2021-11-25 11:06:16 main:574] : INFO : Epoch 1625 | loss: 0.0311266 | val_loss: 0.0311587 | Time: 3299.56 ms [2021-11-25 11:06:19 main:574] : INFO : Epoch 1626 | loss: 0.0311265 | val_loss: 0.0311593 | Time: 3430.36 ms [2021-11-25 11:06:23 main:574] : INFO : Epoch 1627 | loss: 0.0311299 | val_loss: 0.0311625 | Time: 3584.15 ms [2021-11-25 11:06:27 main:574] : INFO : Epoch 1628 | loss: 0.0311341 | val_loss: 0.0311656 | Time: 4556.37 ms [2021-11-25 11:06:32 main:574] : INFO : Epoch 1629 | loss: 0.0311364 | val_loss: 0.0311606 | Time: 4397 ms [2021-11-25 11:06:36 main:574] : INFO : Epoch 1630 | loss: 0.0311343 | val_loss: 0.0311627 | Time: 4497.02 ms [2021-11-25 11:06:39 main:574] : INFO : Epoch 1631 | loss: 0.0311401 | val_loss: 0.0311622 | Time: 2845.63 ms [2021-11-25 11:06:44 main:574] : INFO : Epoch 1632 | loss: 0.0311367 | val_loss: 0.0311596 | Time: 4455.2 ms [2021-11-25 11:06:48 main:574] : INFO : Epoch 1633 | loss: 0.0311336 | val_loss: 0.0311604 | Time: 4573.22 ms [2021-11-25 11:06:53 main:574] : INFO : Epoch 1634 | loss: 0.0311316 | val_loss: 0.0311611 | Time: 4422.71 ms [2021-11-25 11:06:57 main:574] : INFO : Epoch 1635 | loss: 0.0311309 | val_loss: 0.0311636 | Time: 4461.24 ms [2021-11-25 11:07:02 main:574] : INFO : Epoch 1636 | loss: 0.0311305 | val_loss: 0.0311626 | Time: 4525.59 ms [2021-11-25 11:07:05 main:574] : INFO : Epoch 1637 | loss: 0.0311301 | val_loss: 0.0311609 | Time: 3660.47 ms [2021-11-25 11:07:09 main:574] : INFO : Epoch 1638 | loss: 0.0311327 | val_loss: 0.0311625 | Time: 3861.75 ms [2021-11-25 11:07:12 main:574] : INFO : Epoch 1639 | loss: 0.0311312 | val_loss: 0.0311592 | Time: 2891.05 ms [2021-11-25 11:07:17 main:574] : INFO : Epoch 1640 | loss: 0.0311305 | val_loss: 0.0311578 | Time: 4453.83 ms [2021-11-25 11:07:21 main:574] : INFO : Epoch 1641 | loss: 0.0311282 | val_loss: 0.031162 | Time: 4515.98 ms [2021-11-25 11:07:26 main:574] : INFO : Epoch 1642 | loss: 0.0311306 | val_loss: 0.0311595 | Time: 4485.27 ms [2021-11-25 11:07:30 main:574] : INFO : Epoch 1643 | loss: 0.0311306 | val_loss: 0.0311604 | Time: 3741.19 ms [2021-11-25 11:07:35 main:574] : INFO : Epoch 1644 | loss: 0.0311294 | val_loss: 0.0311633 | Time: 5444.51 ms [2021-11-25 11:07:40 main:574] : INFO : Epoch 1645 | loss: 0.0311328 | val_loss: 0.0311633 | Time: 5184.92 ms [2021-11-25 11:07:45 main:574] : INFO : Epoch 1646 | loss: 0.0311324 | val_loss: 0.0311631 | Time: 5196.4 ms [2021-11-25 11:07:50 main:574] : INFO : Epoch 1647 | loss: 0.0311352 | val_loss: 0.0311643 | Time: 4957.52 ms [2021-11-25 11:07:55 main:574] : INFO : Epoch 1648 | loss: 0.031135 | val_loss: 0.0311654 | Time: 4371.58 ms [2021-11-25 11:07:59 main:574] : INFO : Epoch 1649 | loss: 0.0311339 | val_loss: 0.0311625 | Time: 4284.62 ms [2021-11-25 11:08:04 main:574] : INFO : Epoch 1650 | loss: 0.0311342 | val_loss: 0.0311593 | Time: 4759.02 ms [2021-11-25 11:08:08 main:574] : INFO : Epoch 1651 | loss: 0.0311303 | val_loss: 0.0311604 | Time: 4467.37 ms [2021-11-25 11:08:13 main:574] : INFO : Epoch 1652 | loss: 0.0311293 | val_loss: 0.0311615 | Time: 4489.69 ms [2021-11-25 11:08:17 main:574] : INFO : Epoch 1653 | loss: 0.0311292 | val_loss: 0.0311646 | Time: 4418.03 ms [2021-11-25 11:08:22 main:574] : INFO : Epoch 1654 | loss: 0.0311304 | val_loss: 0.0311603 | Time: 4439.51 ms [2021-11-25 11:08:26 main:574] : INFO : Epoch 1655 | loss: 0.0311334 | val_loss: 0.0311603 | Time: 4333.97 ms [2021-11-25 11:08:31 main:574] : INFO : Epoch 1656 | loss: 0.0311403 | val_loss: 0.0311607 | Time: 5131.94 ms [2021-11-25 11:08:35 main:574] : INFO : Epoch 1657 | loss: 0.0311377 | val_loss: 0.0311626 | Time: 3109.13 ms [2021-11-25 11:08:39 main:574] : INFO : Epoch 1658 | loss: 0.031137 | val_loss: 0.0311651 | Time: 4406.53 ms [2021-11-25 11:08:44 main:574] : INFO : Epoch 1659 | loss: 0.0311359 | val_loss: 0.03116 | Time: 4484.95 ms [2021-11-25 11:08:48 main:574] : INFO : Epoch 1660 | loss: 0.0311383 | val_loss: 0.0311651 | Time: 4309.64 ms [2021-11-25 11:08:52 main:574] : INFO : Epoch 1661 | loss: 0.0311381 | val_loss: 0.0311638 | Time: 4174.67 ms [2021-11-25 11:08:57 main:574] : INFO : Epoch 1662 | loss: 0.0311411 | val_loss: 0.0311721 | Time: 4367.47 ms [2021-11-25 11:09:01 main:574] : INFO : Epoch 1663 | loss: 0.031173 | val_loss: 0.0311861 | Time: 4446.57 ms [2021-11-25 11:09:05 main:574] : INFO : Epoch 1664 | loss: 0.031196 | val_loss: 0.0312034 | Time: 4045.52 ms [2021-11-25 11:09:10 main:574] : INFO : Epoch 1665 | loss: 0.0312142 | val_loss: 0.0312214 | Time: 4380.47 ms [2021-11-25 11:09:46 main:574] : INFO : Epoch 1666 | loss: 0.0312201 | val_loss: 0.0312147 | Time: 36272.4 ms [2021-11-25 11:09:50 main:574] : INFO : Epoch 1667 | loss: 0.0312125 | val_loss: 0.0312086 | Time: 4483.49 ms [2021-11-25 11:09:55 main:574] : INFO : Epoch 1668 | loss: 0.0312083 | val_loss: 0.031206 | Time: 4439.64 ms [2021-11-25 11:09:59 main:574] : INFO : Epoch 1669 | loss: 0.031207 | val_loss: 0.0312056 | Time: 4425.24 ms [2021-11-25 11:10:04 main:574] : INFO : Epoch 1670 | loss: 0.0312055 | val_loss: 0.0312049 | Time: 4446.44 ms [2021-11-25 11:10:08 main:574] : INFO : Epoch 1671 | loss: 0.0312051 | val_loss: 0.0312065 | Time: 4494.37 ms [2021-11-25 11:10:12 main:574] : INFO : Epoch 1672 | loss: 0.0312043 | val_loss: 0.0312086 | Time: 3689.32 ms [2021-11-25 11:10:17 main:574] : INFO : Epoch 1673 | loss: 0.0312043 | val_loss: 0.0312061 | Time: 4398.66 ms [2021-11-25 11:10:21 main:574] : INFO : Epoch 1674 | loss: 0.0312032 | val_loss: 0.0312048 | Time: 4443.88 ms [2021-11-25 11:10:25 main:574] : INFO : Epoch 1675 | loss: 0.0312033 | val_loss: 0.0312092 | Time: 4396.29 ms [2021-11-25 11:10:30 main:574] : INFO : Epoch 1676 | loss: 0.0312064 | val_loss: 0.0312029 | Time: 4366.58 ms [2021-11-25 11:10:34 main:574] : INFO : Epoch 1677 | loss: 0.0312034 | val_loss: 0.0312034 | Time: 4436.67 ms [2021-11-25 11:10:39 main:574] : INFO : Epoch 1678 | loss: 0.0312022 | val_loss: 0.0312029 | Time: 4122.22 ms [2021-11-25 11:10:41 main:574] : INFO : Epoch 1679 | loss: 0.0312022 | val_loss: 0.0312029 | Time: 2917.34 ms [2021-11-25 11:10:45 main:574] : INFO : Epoch 1680 | loss: 0.0312022 | val_loss: 0.0312026 | Time: 3336.33 ms [2021-11-25 11:10:48 main:574] : INFO : Epoch 1681 | loss: 0.0312015 | val_loss: 0.0312021 | Time: 3307.05 ms [2021-11-25 11:10:51 main:574] : INFO : Epoch 1682 | loss: 0.0312014 | val_loss: 0.0312022 | Time: 3129.82 ms [2021-11-25 11:10:55 main:574] : INFO : Epoch 1683 | loss: 0.0312018 | val_loss: 0.0312031 | Time: 3882.01 ms [2021-11-25 11:11:00 main:574] : INFO : Epoch 1684 | loss: 0.0312012 | val_loss: 0.0312026 | Time: 5150.76 ms [2021-11-25 11:11:06 main:574] : INFO : Epoch 1685 | loss: 0.0312011 | val_loss: 0.0312017 | Time: 5170.67 ms [2021-11-25 11:11:36 main:574] : INFO : Epoch 1686 | loss: 0.0312012 | val_loss: 0.0312048 | Time: 30134.8 ms [2021-11-25 11:11:40 main:574] : INFO : Epoch 1687 | loss: 0.0312017 | val_loss: 0.0312014 | Time: 4376.66 ms [2021-11-25 11:11:45 main:574] : INFO : Epoch 1688 | loss: 0.0312019 | val_loss: 0.0312017 | Time: 4310.9 ms [2021-11-25 11:11:49 main:574] : INFO : Epoch 1689 | loss: 0.0312011 | val_loss: 0.0312016 | Time: 4538.75 ms [2021-11-25 11:11:52 main:574] : INFO : Epoch 1690 | loss: 0.0312009 | val_loss: 0.0312019 | Time: 3022.57 ms [2021-11-25 11:11:55 main:574] : INFO : Epoch 1691 | loss: 0.031201 | val_loss: 0.0312004 | Time: 2982.41 ms [2021-11-25 11:11:59 main:574] : INFO : Epoch 1692 | loss: 0.0312007 | val_loss: 0.0312027 | Time: 3955.06 ms [2021-11-25 11:12:02 main:574] : INFO : Epoch 1693 | loss: 0.0312005 | val_loss: 0.0312006 | Time: 2997.06 ms [2021-11-25 11:12:07 main:574] : INFO : Epoch 1694 | loss: 0.0312006 | val_loss: 0.0312008 | Time: 4394.86 ms [2021-11-25 11:12:11 main:574] : INFO : Epoch 1695 | loss: 0.0312017 | val_loss: 0.0312007 | Time: 4395.13 ms [2021-11-25 11:12:14 main:574] : INFO : Epoch 1696 | loss: 0.0312016 | val_loss: 0.0312016 | Time: 3134.62 ms [2021-11-25 11:12:17 main:574] : INFO : Epoch 1697 | loss: 0.0312006 | val_loss: 0.0312018 | Time: 2787.81 ms [2021-11-25 11:12:54 main:574] : INFO : Epoch 1698 | loss: 0.0312006 | val_loss: 0.0312015 | Time: 31667.8 ms [2021-11-25 11:12:58 main:574] : INFO : Epoch 1699 | loss: 0.031203 | val_loss: 0.0312024 | Time: 4368.66 ms [2021-11-25 11:13:03 main:574] : INFO : Epoch 1700 | loss: 0.0312025 | val_loss: 0.031207 | Time: 4377.23 ms [2021-11-25 11:13:07 main:574] : INFO : Epoch 1701 | loss: 0.0312014 | val_loss: 0.0311995 | Time: 4374.95 ms [2021-11-25 11:13:11 main:574] : INFO : Epoch 1702 | loss: 0.0312001 | val_loss: 0.0311994 | Time: 4394.93 ms [2021-11-25 11:13:16 main:574] : INFO : Epoch 1703 | loss: 0.0312 | val_loss: 0.0312004 | Time: 4408.21 ms [2021-11-25 11:13:19 main:574] : INFO : Epoch 1704 | loss: 0.0312005 | val_loss: 0.0311991 | Time: 2975.44 ms [2021-11-25 11:13:23 main:574] : INFO : Epoch 1705 | loss: 0.0311993 | val_loss: 0.0311993 | Time: 3453.69 ms [2021-11-25 11:13:27 main:574] : INFO : Epoch 1706 | loss: 0.0311995 | val_loss: 0.031201 | Time: 4355.1 ms [2021-11-25 11:13:31 main:574] : INFO : Epoch 1707 | loss: 0.031199 | val_loss: 0.0312016 | Time: 4416.42 ms [2021-11-25 11:13:35 main:574] : INFO : Epoch 1708 | loss: 0.0312013 | val_loss: 0.0312 | Time: 3250.81 ms [2021-11-25 11:13:39 main:574] : INFO : Epoch 1709 | loss: 0.0312007 | val_loss: 0.0311992 | Time: 4437.29 ms [2021-11-25 11:13:44 main:574] : INFO : Epoch 1710 | loss: 0.0311992 | val_loss: 0.0312 | Time: 4363.84 ms [2021-11-25 11:13:48 main:574] : INFO : Epoch 1711 | loss: 0.0311993 | val_loss: 0.0312008 | Time: 4366.98 ms [2021-11-25 11:13:52 main:574] : INFO : Epoch 1712 | loss: 0.0312009 | val_loss: 0.0311991 | Time: 4388.97 ms [2021-11-25 11:13:56 main:574] : INFO : Epoch 1713 | loss: 0.031201 | val_loss: 0.0312047 | Time: 3650.61 ms [2021-11-25 11:14:00 main:574] : INFO : Epoch 1714 | loss: 0.0312005 | val_loss: 0.0312003 | Time: 4006.84 ms [2021-11-25 11:14:05 main:574] : INFO : Epoch 1715 | loss: 0.0311998 | val_loss: 0.0311989 | Time: 4388.64 ms [2021-11-25 11:14:09 main:574] : INFO : Epoch 1716 | loss: 0.0311997 | val_loss: 0.0311987 | Time: 4435.68 ms [2021-11-25 11:14:14 main:574] : INFO : Epoch 1717 | loss: 0.0311989 | val_loss: 0.0311989 | Time: 4348.65 ms [2021-11-25 11:14:18 main:574] : INFO : Epoch 1718 | loss: 0.0311991 | val_loss: 0.0312006 | Time: 4320.96 ms [2021-11-25 11:14:22 main:574] : INFO : Epoch 1719 | loss: 0.0311989 | val_loss: 0.0312006 | Time: 4419.8 ms [2021-11-25 11:14:27 main:574] : INFO : Epoch 1720 | loss: 0.0311989 | val_loss: 0.031199 | Time: 4403.96 ms [2021-11-25 11:14:30 main:574] : INFO : Epoch 1721 | loss: 0.0311982 | val_loss: 0.0311983 | Time: 3571.68 ms [2021-11-25 11:14:34 main:574] : INFO : Epoch 1722 | loss: 0.0311988 | val_loss: 0.0312019 | Time: 3313.94 ms [2021-11-25 11:14:37 main:574] : INFO : Epoch 1723 | loss: 0.0311991 | val_loss: 0.0311988 | Time: 3290.26 ms [2021-11-25 11:14:41 main:574] : INFO : Epoch 1724 | loss: 0.0311982 | val_loss: 0.0311999 | Time: 4035.08 ms [2021-11-25 11:14:46 main:574] : INFO : Epoch 1725 | loss: 0.031198 | val_loss: 0.0311994 | Time: 5198.28 ms [2021-11-25 11:14:52 main:574] : INFO : Epoch 1726 | loss: 0.0311982 | val_loss: 0.0311986 | Time: 5192.34 ms [2021-11-25 11:14:57 main:574] : INFO : Epoch 1727 | loss: 0.0311982 | val_loss: 0.0311988 | Time: 5110.05 ms [2021-11-25 11:15:02 main:574] : INFO : Epoch 1728 | loss: 0.0311995 | val_loss: 0.0311986 | Time: 5100.68 ms [2021-11-25 11:15:06 main:574] : INFO : Epoch 1729 | loss: 0.0311994 | val_loss: 0.031204 | Time: 4414.44 ms [2021-11-25 11:15:10 main:574] : INFO : Epoch 1730 | loss: 0.0311988 | val_loss: 0.0312005 | Time: 3452.28 ms [2021-11-25 11:15:13 main:574] : INFO : Epoch 1731 | loss: 0.0311981 | val_loss: 0.0312004 | Time: 3504.78 ms [2021-11-25 11:15:17 main:574] : INFO : Epoch 1732 | loss: 0.0312006 | val_loss: 0.0312024 | Time: 3190.72 ms [2021-11-25 11:15:20 main:574] : INFO : Epoch 1733 | loss: 0.0311987 | val_loss: 0.0311983 | Time: 3232.75 ms [2021-11-25 11:15:23 main:574] : INFO : Epoch 1734 | loss: 0.0311972 | val_loss: 0.0311984 | Time: 2833.21 ms [2021-11-25 11:15:26 main:574] : INFO : Epoch 1735 | loss: 0.0311974 | val_loss: 0.0311992 | Time: 3312.36 ms [2021-11-25 11:15:30 main:574] : INFO : Epoch 1736 | loss: 0.0311985 | val_loss: 0.0311978 | Time: 3645.87 ms [2021-11-25 11:15:46 main:574] : INFO : Epoch 1737 | loss: 0.0311986 | val_loss: 0.0311983 | Time: 16806.3 ms [2021-11-25 11:15:49 main:574] : INFO : Epoch 1738 | loss: 0.0311987 | val_loss: 0.0311984 | Time: 2805.37 ms [2021-11-25 11:15:53 main:574] : INFO : Epoch 1739 | loss: 0.0311974 | val_loss: 0.031198 | Time: 4131.09 ms [2021-11-25 11:15:58 main:574] : INFO : Epoch 1740 | loss: 0.0311979 | val_loss: 0.0311983 | Time: 4118.98 ms [2021-11-25 11:16:02 main:574] : INFO : Epoch 1741 | loss: 0.0311975 | val_loss: 0.0311991 | Time: 4304.67 ms [2021-11-25 11:16:06 main:574] : INFO : Epoch 1742 | loss: 0.0311973 | val_loss: 0.0311979 | Time: 4465.44 ms [2021-11-25 11:16:11 main:574] : INFO : Epoch 1743 | loss: 0.0311974 | val_loss: 0.0311983 | Time: 4364.21 ms [2021-11-25 11:16:15 main:574] : INFO : Epoch 1744 | loss: 0.0311982 | val_loss: 0.0311997 | Time: 4406.41 ms [2021-11-25 11:16:20 main:574] : INFO : Epoch 1745 | loss: 0.0311997 | val_loss: 0.031206 | Time: 4391.97 ms [2021-11-25 11:16:24 main:574] : INFO : Epoch 1746 | loss: 0.0312009 | val_loss: 0.0311999 | Time: 4469.52 ms [2021-11-25 11:16:29 main:574] : INFO : Epoch 1747 | loss: 0.0311993 | val_loss: 0.0311992 | Time: 4374.23 ms [2021-11-25 11:16:33 main:574] : INFO : Epoch 1748 | loss: 0.0311977 | val_loss: 0.0311997 | Time: 4045.22 ms [2021-11-25 11:16:37 main:574] : INFO : Epoch 1749 | loss: 0.0311973 | val_loss: 0.0311977 | Time: 4393.92 ms [2021-11-25 11:16:41 main:574] : INFO : Epoch 1750 | loss: 0.0311974 | val_loss: 0.0311981 | Time: 3282.8 ms [2021-11-25 11:16:44 main:574] : INFO : Epoch 1751 | loss: 0.0311983 | val_loss: 0.0312014 | Time: 3276.91 ms [2021-11-25 11:16:47 main:574] : INFO : Epoch 1752 | loss: 0.0311975 | val_loss: 0.0311987 | Time: 3568.41 ms [2021-11-25 11:16:52 main:574] : INFO : Epoch 1753 | loss: 0.0311974 | val_loss: 0.0311984 | Time: 4510.35 ms [2021-11-25 11:16:56 main:574] : INFO : Epoch 1754 | loss: 0.0311976 | val_loss: 0.0311978 | Time: 4349.19 ms [2021-11-25 11:17:01 main:574] : INFO : Epoch 1755 | loss: 0.0311974 | val_loss: 0.031198 | Time: 4386.73 ms [2021-11-25 11:17:05 main:574] : INFO : Epoch 1756 | loss: 0.0311972 | val_loss: 0.0311988 | Time: 4372.93 ms [2021-11-25 11:17:10 main:574] : INFO : Epoch 1757 | loss: 0.0311967 | val_loss: 0.0311976 | Time: 4433.06 ms [2021-11-25 11:17:13 main:574] : INFO : Epoch 1758 | loss: 0.0311996 | val_loss: 0.0312049 | Time: 3357.59 ms [2021-11-25 11:17:18 main:574] : INFO : Epoch 1759 | loss: 0.0312006 | val_loss: 0.0311978 | Time: 4400.09 ms [2021-11-25 11:17:21 main:574] : INFO : Epoch 1760 | loss: 0.031199 | val_loss: 0.0311984 | Time: 3287.33 ms [2021-11-25 11:17:25 main:574] : INFO : Epoch 1761 | loss: 0.0311962 | val_loss: 0.0311971 | Time: 4407.38 ms [2021-11-25 11:17:30 main:574] : INFO : Epoch 1762 | loss: 0.0311964 | val_loss: 0.0312004 | Time: 4379.3 ms [2021-11-25 11:17:34 main:574] : INFO : Epoch 1763 | loss: 0.0311981 | val_loss: 0.0312021 | Time: 4180.24 ms [2021-11-25 11:17:37 main:574] : INFO : Epoch 1764 | loss: 0.0311993 | val_loss: 0.0311994 | Time: 3311.81 ms [2021-11-25 11:17:41 main:574] : INFO : Epoch 1765 | loss: 0.0311974 | val_loss: 0.0311989 | Time: 3288.77 ms [2021-11-25 11:17:44 main:574] : INFO : Epoch 1766 | loss: 0.0311979 | val_loss: 0.0311974 | Time: 3299.97 ms [2021-11-25 11:17:47 main:574] : INFO : Epoch 1767 | loss: 0.0311964 | val_loss: 0.031197 | Time: 3328.29 ms [2021-11-25 11:17:51 main:574] : INFO : Epoch 1768 | loss: 0.0311967 | val_loss: 0.0311974 | Time: 3312.8 ms [2021-11-25 11:17:54 main:574] : INFO : Epoch 1769 | loss: 0.0311967 | val_loss: 0.0311978 | Time: 3380.91 ms [2021-11-25 11:17:58 main:574] : INFO : Epoch 1770 | loss: 0.031196 | val_loss: 0.0311968 | Time: 3288.61 ms [2021-11-25 11:18:01 main:574] : INFO : Epoch 1771 | loss: 0.0311954 | val_loss: 0.0311972 | Time: 3372.93 ms [2021-11-25 11:18:04 main:574] : INFO : Epoch 1772 | loss: 0.031199 | val_loss: 0.0312004 | Time: 3274.07 ms [2021-11-25 11:18:09 main:574] : INFO : Epoch 1773 | loss: 0.0312013 | val_loss: 0.031199 | Time: 4507.32 ms [2021-11-25 11:18:14 main:574] : INFO : Epoch 1774 | loss: 0.0312011 | val_loss: 0.031201 | Time: 5102.58 ms [2021-11-25 11:18:19 main:574] : INFO : Epoch 1775 | loss: 0.0312003 | val_loss: 0.031199 | Time: 5083.27 ms [2021-11-25 11:18:24 main:574] : INFO : Epoch 1776 | loss: 0.0311989 | val_loss: 0.0311982 | Time: 5098.48 ms [2021-11-25 11:18:29 main:574] : INFO : Epoch 1777 | loss: 0.0311982 | val_loss: 0.0311979 | Time: 5151.12 ms [2021-11-25 11:18:35 main:574] : INFO : Epoch 1778 | loss: 0.0311987 | val_loss: 0.0311976 | Time: 5083.97 ms [2021-11-25 11:18:40 main:574] : INFO : Epoch 1779 | loss: 0.0311991 | val_loss: 0.0311977 | Time: 5140.8 ms [2021-11-25 11:18:44 main:574] : INFO : Epoch 1780 | loss: 0.0311997 | val_loss: 0.0312016 | Time: 3927.74 ms [2021-11-25 11:18:48 main:574] : INFO : Epoch 1781 | loss: 0.0311993 | val_loss: 0.0311983 | Time: 4373.97 ms [2021-11-25 11:18:53 main:574] : INFO : Epoch 1782 | loss: 0.0311969 | val_loss: 0.0311968 | Time: 4414.05 ms [2021-11-25 11:18:56 main:574] : INFO : Epoch 1783 | loss: 0.0311965 | val_loss: 0.0311968 | Time: 3530.99 ms [2021-11-25 11:19:00 main:574] : INFO : Epoch 1784 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 3895.59 ms [2021-11-25 11:19:04 main:574] : INFO : Epoch 1785 | loss: 0.0311965 | val_loss: 0.0311968 | Time: 4333.85 ms [2021-11-25 11:19:09 main:574] : INFO : Epoch 1786 | loss: 0.0311958 | val_loss: 0.0311961 | Time: 4409.3 ms [2021-11-25 11:19:13 main:574] : INFO : Epoch 1787 | loss: 0.0311958 | val_loss: 0.0311968 | Time: 4376.8 ms [2021-11-25 11:19:18 main:574] : INFO : Epoch 1788 | loss: 0.031196 | val_loss: 0.0311991 | Time: 4375.37 ms [2021-11-25 11:19:22 main:574] : INFO : Epoch 1789 | loss: 0.0311986 | val_loss: 0.0311973 | Time: 4410.56 ms [2021-11-25 11:19:26 main:574] : INFO : Epoch 1790 | loss: 0.0311969 | val_loss: 0.031195 | Time: 3585.6 ms [2021-11-25 11:19:30 main:574] : INFO : Epoch 1791 | loss: 0.0311961 | val_loss: 0.0311962 | Time: 4360.68 ms [2021-11-25 11:19:35 main:574] : INFO : Epoch 1792 | loss: 0.0311961 | val_loss: 0.031195 | Time: 4383.1 ms [2021-11-25 11:19:39 main:574] : INFO : Epoch 1793 | loss: 0.0311958 | val_loss: 0.031197 | Time: 4392.03 ms [2021-11-25 11:19:42 main:574] : INFO : Epoch 1794 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 2904.42 ms [2021-11-25 11:19:46 main:574] : INFO : Epoch 1795 | loss: 0.0311951 | val_loss: 0.0311954 | Time: 3589.36 ms [2021-11-25 11:19:50 main:574] : INFO : Epoch 1796 | loss: 0.0311948 | val_loss: 0.0311965 | Time: 3835.61 ms [2021-11-25 11:19:54 main:574] : INFO : Epoch 1797 | loss: 0.031195 | val_loss: 0.0311972 | Time: 4311.44 ms [2021-11-25 11:19:58 main:574] : INFO : Epoch 1798 | loss: 0.0311942 | val_loss: 0.0311952 | Time: 4165.92 ms [2021-11-25 11:20:17 main:574] : INFO : Epoch 1799 | loss: 0.0311938 | val_loss: 0.0311948 | Time: 13811.8 ms [2021-11-25 11:20:20 main:574] : INFO : Epoch 1800 | loss: 0.0311938 | val_loss: 0.0311955 | Time: 2812 ms [2021-11-25 11:20:24 main:574] : INFO : Epoch 1801 | loss: 0.0311937 | val_loss: 0.0311951 | Time: 4254.94 ms [2021-11-25 11:20:29 main:574] : INFO : Epoch 1802 | loss: 0.0311934 | val_loss: 0.0311969 | Time: 5223.53 ms [2021-11-25 11:20:33 main:574] : INFO : Epoch 1803 | loss: 0.0311946 | val_loss: 0.0311944 | Time: 4331.01 ms [2021-11-25 11:20:37 main:574] : INFO : Epoch 1804 | loss: 0.0311944 | val_loss: 0.0311973 | Time: 3488.25 ms [2021-11-25 11:20:41 main:574] : INFO : Epoch 1805 | loss: 0.0311949 | val_loss: 0.0311968 | Time: 4325.05 ms [2021-11-25 11:20:46 main:574] : INFO : Epoch 1806 | loss: 0.0311933 | val_loss: 0.0311959 | Time: 4594.56 ms [2021-11-25 11:20:50 main:574] : INFO : Epoch 1807 | loss: 0.0311938 | val_loss: 0.0311964 | Time: 3787.44 ms [2021-11-25 11:20:55 main:574] : INFO : Epoch 1808 | loss: 0.0311952 | val_loss: 0.0312005 | Time: 5179.34 ms [2021-11-25 11:20:59 main:574] : INFO : Epoch 1809 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 4422.9 ms [2021-11-25 11:21:03 main:574] : INFO : Epoch 1810 | loss: 0.0311946 | val_loss: 0.0311949 | Time: 3816.34 ms [2021-11-25 11:21:07 main:574] : INFO : Epoch 1811 | loss: 0.0311944 | val_loss: 0.0311999 | Time: 3477.16 ms [2021-11-25 11:21:11 main:574] : INFO : Epoch 1812 | loss: 0.0311935 | val_loss: 0.0311943 | Time: 4228.11 ms [2021-11-25 11:21:15 main:574] : INFO : Epoch 1813 | loss: 0.031194 | val_loss: 0.0311952 | Time: 4362.67 ms [2021-11-25 11:21:19 main:574] : INFO : Epoch 1814 | loss: 0.0311938 | val_loss: 0.0311967 | Time: 3930.08 ms [2021-11-25 11:21:24 main:574] : INFO : Epoch 1815 | loss: 0.0311928 | val_loss: 0.0311953 | Time: 4487.64 ms [2021-11-25 11:21:28 main:574] : INFO : Epoch 1816 | loss: 0.0311919 | val_loss: 0.0311966 | Time: 4304.3 ms [2021-11-25 11:21:32 main:574] : INFO : Epoch 1817 | loss: 0.0311929 | val_loss: 0.0311977 | Time: 3536.21 ms [2021-11-25 11:21:35 main:574] : INFO : Epoch 1818 | loss: 0.031192 | val_loss: 0.0311941 | Time: 3532.13 ms [2021-11-25 11:21:40 main:574] : INFO : Epoch 1819 | loss: 0.0311916 | val_loss: 0.0311933 | Time: 4439.99 ms [2021-11-25 11:21:42 main:574] : INFO : Epoch 1820 | loss: 0.0311913 | val_loss: 0.0311943 | Time: 2783.24 ms [2021-11-25 11:21:47 main:574] : INFO : Epoch 1821 | loss: 0.0311905 | val_loss: 0.0311936 | Time: 4457.59 ms [2021-11-25 11:21:51 main:574] : INFO : Epoch 1822 | loss: 0.0311907 | val_loss: 0.0311916 | Time: 4390.3 ms [2021-11-25 11:21:56 main:574] : INFO : Epoch 1823 | loss: 0.0311899 | val_loss: 0.0311921 | Time: 4392.14 ms [2021-11-25 11:22:00 main:574] : INFO : Epoch 1824 | loss: 0.0311898 | val_loss: 0.0311935 | Time: 4463.75 ms [2021-11-25 11:22:05 main:574] : INFO : Epoch 1825 | loss: 0.0311905 | val_loss: 0.0311928 | Time: 4427.14 ms [2021-11-25 11:22:08 main:574] : INFO : Epoch 1826 | loss: 0.031192 | val_loss: 0.0311923 | Time: 2807.56 ms [2021-11-25 11:22:10 main:574] : INFO : Epoch 1827 | loss: 0.0311919 | val_loss: 0.0311919 | Time: 2665.76 ms [2021-11-25 11:22:14 main:574] : INFO : Epoch 1828 | loss: 0.0311906 | val_loss: 0.0311936 | Time: 3686.92 ms [2021-11-25 11:22:18 main:574] : INFO : Epoch 1829 | loss: 0.0311888 | val_loss: 0.0311932 | Time: 4015.83 ms [2021-11-25 11:22:22 main:574] : INFO : Epoch 1830 | loss: 0.0311882 | val_loss: 0.0311934 | Time: 3417.44 ms [2021-11-25 11:22:27 main:574] : INFO : Epoch 1831 | loss: 0.0311874 | val_loss: 0.0311937 | Time: 5023.36 ms [2021-11-25 11:22:32 main:574] : INFO : Epoch 1832 | loss: 0.0311879 | val_loss: 0.0311932 | Time: 5067.67 ms [2021-11-25 11:22:37 main:574] : INFO : Epoch 1833 | loss: 0.0311885 | val_loss: 0.0311932 | Time: 5096.39 ms [2021-11-25 11:22:41 main:574] : INFO : Epoch 1834 | loss: 0.0311877 | val_loss: 0.0311927 | Time: 4519.16 ms [2021-11-25 11:22:46 main:574] : INFO : Epoch 1835 | loss: 0.0311883 | val_loss: 0.031193 | Time: 4600.4 ms [2021-11-25 11:22:50 main:574] : INFO : Epoch 1836 | loss: 0.0311878 | val_loss: 0.0311943 | Time: 4313.93 ms [2021-11-25 11:22:54 main:574] : INFO : Epoch 1837 | loss: 0.0311873 | val_loss: 0.0311937 | Time: 3403.35 ms [2021-11-25 11:22:58 main:574] : INFO : Epoch 1838 | loss: 0.0311886 | val_loss: 0.031193 | Time: 4354.52 ms [2021-11-25 11:23:02 main:574] : INFO : Epoch 1839 | loss: 0.0311886 | val_loss: 0.031192 | Time: 3178.43 ms [2021-11-25 11:23:05 main:574] : INFO : Epoch 1840 | loss: 0.0311893 | val_loss: 0.0311928 | Time: 3155.73 ms [2021-11-25 11:23:08 main:574] : INFO : Epoch 1841 | loss: 0.0311875 | val_loss: 0.0311936 | Time: 3737.28 ms [2021-11-25 11:23:12 main:574] : INFO : Epoch 1842 | loss: 0.0311881 | val_loss: 0.0311924 | Time: 3665.73 ms [2021-11-25 11:23:16 main:574] : INFO : Epoch 1843 | loss: 0.0311875 | val_loss: 0.0311934 | Time: 3649.37 ms [2021-11-25 11:23:20 main:574] : INFO : Epoch 1844 | loss: 0.031189 | val_loss: 0.0311933 | Time: 4374.55 ms [2021-11-25 11:23:25 main:574] : INFO : Epoch 1845 | loss: 0.0311867 | val_loss: 0.031194 | Time: 4401.95 ms [2021-11-25 11:23:29 main:574] : INFO : Epoch 1846 | loss: 0.0311864 | val_loss: 0.0311926 | Time: 4403.4 ms [2021-11-25 11:23:33 main:574] : INFO : Epoch 1847 | loss: 0.0311862 | val_loss: 0.0311931 | Time: 3447.92 ms [2021-11-25 11:23:37 main:574] : INFO : Epoch 1848 | loss: 0.0311864 | val_loss: 0.031193 | Time: 4328.22 ms [2021-11-25 11:23:41 main:574] : INFO : Epoch 1849 | loss: 0.0311867 | val_loss: 0.0311928 | Time: 4390.52 ms [2021-11-25 11:23:46 main:574] : INFO : Epoch 1850 | loss: 0.0311868 | val_loss: 0.031192 | Time: 4400.76 ms [2021-11-25 11:23:50 main:574] : INFO : Epoch 1851 | loss: 0.0311865 | val_loss: 0.0311931 | Time: 4404.17 ms [2021-11-25 11:23:55 main:574] : INFO : Epoch 1852 | loss: 0.0311864 | val_loss: 0.0311953 | Time: 4471.13 ms [2021-11-25 11:23:59 main:574] : INFO : Epoch 1853 | loss: 0.0311871 | val_loss: 0.0311942 | Time: 4436.73 ms [2021-11-25 11:24:04 main:574] : INFO : Epoch 1854 | loss: 0.0311856 | val_loss: 0.0311959 | Time: 4399.33 ms [2021-11-25 11:24:07 main:574] : INFO : Epoch 1855 | loss: 0.0311858 | val_loss: 0.0311936 | Time: 3318.02 ms [2021-11-25 11:24:29 main:574] : INFO : Epoch 1856 | loss: 0.0311863 | val_loss: 0.0311923 | Time: 21656.3 ms [2021-11-25 11:24:33 main:574] : INFO : Epoch 1857 | loss: 0.0311849 | val_loss: 0.0311959 | Time: 4378.84 ms [2021-11-25 11:24:38 main:574] : INFO : Epoch 1858 | loss: 0.0311856 | val_loss: 0.0311923 | Time: 4442.38 ms [2021-11-25 11:24:41 main:574] : INFO : Epoch 1859 | loss: 0.0311856 | val_loss: 0.0311952 | Time: 3365.94 ms [2021-11-25 11:24:46 main:574] : INFO : Epoch 1860 | loss: 0.0311852 | val_loss: 0.0311927 | Time: 4444.19 ms [2021-11-25 11:24:50 main:574] : INFO : Epoch 1861 | loss: 0.0311841 | val_loss: 0.0311916 | Time: 4424.24 ms [2021-11-25 11:24:54 main:574] : INFO : Epoch 1862 | loss: 0.0311845 | val_loss: 0.0311927 | Time: 4467.68 ms [2021-11-25 11:24:58 main:574] : INFO : Epoch 1863 | loss: 0.0311864 | val_loss: 0.031197 | Time: 3612.34 ms [2021-11-25 11:25:03 main:574] : INFO : Epoch 1864 | loss: 0.0311911 | val_loss: 0.0312002 | Time: 4437.69 ms [2021-11-25 11:25:07 main:574] : INFO : Epoch 1865 | loss: 0.0312041 | val_loss: 0.0312039 | Time: 4434 ms [2021-11-25 11:25:12 main:574] : INFO : Epoch 1866 | loss: 0.0312035 | val_loss: 0.0311992 | Time: 4509.29 ms [2021-11-25 11:25:16 main:574] : INFO : Epoch 1867 | loss: 0.031202 | val_loss: 0.0312003 | Time: 4437.97 ms [2021-11-25 11:25:21 main:574] : INFO : Epoch 1868 | loss: 0.0312016 | val_loss: 0.0311984 | Time: 4457.7 ms [2021-11-25 11:25:25 main:574] : INFO : Epoch 1869 | loss: 0.0312031 | val_loss: 0.0312054 | Time: 4473.52 ms [2021-11-25 11:25:29 main:574] : INFO : Epoch 1870 | loss: 0.0312018 | val_loss: 0.0312023 | Time: 4404.13 ms [2021-11-25 11:25:34 main:574] : INFO : Epoch 1871 | loss: 0.0312012 | val_loss: 0.0311994 | Time: 4422.61 ms [2021-11-25 11:25:38 main:574] : INFO : Epoch 1872 | loss: 0.0312037 | val_loss: 0.0311988 | Time: 4435.91 ms [2021-11-25 11:25:43 main:574] : INFO : Epoch 1873 | loss: 0.0312007 | val_loss: 0.0312017 | Time: 4526.89 ms [2021-11-25 11:25:48 main:574] : INFO : Epoch 1874 | loss: 0.0312014 | val_loss: 0.0312003 | Time: 4501.38 ms [2021-11-25 11:25:52 main:574] : INFO : Epoch 1875 | loss: 0.0312019 | val_loss: 0.0312027 | Time: 4437.78 ms [2021-11-25 11:25:57 main:574] : INFO : Epoch 1876 | loss: 0.0312018 | val_loss: 0.0311979 | Time: 4730.52 ms [2021-11-25 11:26:01 main:574] : INFO : Epoch 1877 | loss: 0.0311998 | val_loss: 0.0311972 | Time: 4520.6 ms [2021-11-25 11:26:06 main:574] : INFO : Epoch 1878 | loss: 0.0311991 | val_loss: 0.0312008 | Time: 4451.69 ms [2021-11-25 11:26:10 main:574] : INFO : Epoch 1879 | loss: 0.0312006 | val_loss: 0.031197 | Time: 4433.07 ms [2021-11-25 11:26:15 main:574] : INFO : Epoch 1880 | loss: 0.0311987 | val_loss: 0.0311966 | Time: 4449.33 ms [2021-11-25 11:26:19 main:574] : INFO : Epoch 1881 | loss: 0.031198 | val_loss: 0.0311963 | Time: 4451.86 ms [2021-11-25 11:26:24 main:574] : INFO : Epoch 1882 | loss: 0.031197 | val_loss: 0.0311959 | Time: 4424.95 ms [2021-11-25 11:26:27 main:574] : INFO : Epoch 1883 | loss: 0.0311974 | val_loss: 0.0311975 | Time: 3791.41 ms [2021-11-25 11:26:31 main:574] : INFO : Epoch 1884 | loss: 0.0312053 | val_loss: 0.0312031 | Time: 3308.27 ms [2021-11-25 11:26:34 main:574] : INFO : Epoch 1885 | loss: 0.0311991 | val_loss: 0.0311971 | Time: 3367.95 ms [2021-11-25 11:26:37 main:574] : INFO : Epoch 1886 | loss: 0.0311964 | val_loss: 0.0311989 | Time: 2948.03 ms [2021-11-25 11:26:41 main:574] : INFO : Epoch 1887 | loss: 0.0311972 | val_loss: 0.0311967 | Time: 3656.44 ms [2021-11-25 11:26:45 main:574] : INFO : Epoch 1888 | loss: 0.0311957 | val_loss: 0.0311975 | Time: 4329.45 ms [2021-11-25 11:26:49 main:574] : INFO : Epoch 1889 | loss: 0.0311967 | val_loss: 0.0311977 | Time: 3857.03 ms [2021-11-25 11:26:54 main:574] : INFO : Epoch 1890 | loss: 0.031198 | val_loss: 0.0311958 | Time: 5273.36 ms [2021-11-25 11:26:59 main:574] : INFO : Epoch 1891 | loss: 0.0311956 | val_loss: 0.0311975 | Time: 5141.42 ms [2021-11-25 11:27:05 main:574] : INFO : Epoch 1892 | loss: 0.0311953 | val_loss: 0.0311951 | Time: 5015.41 ms [2021-11-25 11:27:10 main:574] : INFO : Epoch 1893 | loss: 0.0311952 | val_loss: 0.0311959 | Time: 5144.78 ms [2021-11-25 11:27:14 main:574] : INFO : Epoch 1894 | loss: 0.031195 | val_loss: 0.031195 | Time: 4231.76 ms [2021-11-25 11:27:18 main:574] : INFO : Epoch 1895 | loss: 0.0311944 | val_loss: 0.0311947 | Time: 3472.24 ms [2021-11-25 11:27:22 main:574] : INFO : Epoch 1896 | loss: 0.0311949 | val_loss: 0.0311953 | Time: 4653.05 ms [2021-11-25 11:27:27 main:574] : INFO : Epoch 1897 | loss: 0.0311947 | val_loss: 0.0311948 | Time: 4414.15 ms [2021-11-25 11:27:31 main:574] : INFO : Epoch 1898 | loss: 0.0311944 | val_loss: 0.0311968 | Time: 4325.28 ms [2021-11-25 11:27:35 main:574] : INFO : Epoch 1899 | loss: 0.0311962 | val_loss: 0.0311955 | Time: 4196.29 ms [2021-11-25 11:27:40 main:574] : INFO : Epoch 1900 | loss: 0.0311965 | val_loss: 0.0311951 | Time: 4374.49 ms [2021-11-25 11:27:44 main:574] : INFO : Epoch 1901 | loss: 0.031197 | val_loss: 0.0311949 | Time: 4402.91 ms [2021-11-25 11:27:49 main:574] : INFO : Epoch 1902 | loss: 0.0311942 | val_loss: 0.0311945 | Time: 4266.87 ms [2021-11-25 11:27:53 main:574] : INFO : Epoch 1903 | loss: 0.0311957 | val_loss: 0.0311948 | Time: 4373.66 ms [2021-11-25 11:27:57 main:574] : INFO : Epoch 1904 | loss: 0.0311948 | val_loss: 0.0311947 | Time: 4358.26 ms [2021-11-25 11:28:02 main:574] : INFO : Epoch 1905 | loss: 0.0311939 | val_loss: 0.0311948 | Time: 4451.11 ms [2021-11-25 11:28:06 main:574] : INFO : Epoch 1906 | loss: 0.0311933 | val_loss: 0.0311946 | Time: 4381.52 ms [2021-11-25 11:28:39 main:574] : INFO : Epoch 1907 | loss: 0.0311932 | val_loss: 0.0311946 | Time: 32979 ms [2021-11-25 11:28:59 main:574] : INFO : Epoch 1908 | loss: 0.0311945 | val_loss: 0.0311952 | Time: 19410.4 ms [2021-11-25 11:29:03 main:574] : INFO : Epoch 1909 | loss: 0.0311958 | val_loss: 0.0311941 | Time: 4380.27 ms [2021-11-25 11:29:08 main:574] : INFO : Epoch 1910 | loss: 0.0311929 | val_loss: 0.0311945 | Time: 4375.54 ms [2021-11-25 11:29:12 main:574] : INFO : Epoch 1911 | loss: 0.0311929 | val_loss: 0.0311942 | Time: 4391.07 ms [2021-11-25 11:29:17 main:574] : INFO : Epoch 1912 | loss: 0.0311932 | val_loss: 0.0311973 | Time: 4385.34 ms [2021-11-25 11:29:21 main:574] : INFO : Epoch 1913 | loss: 0.0311935 | val_loss: 0.0311936 | Time: 4393.43 ms [2021-11-25 11:29:26 main:574] : INFO : Epoch 1914 | loss: 0.0311929 | val_loss: 0.0311965 | Time: 4389.69 ms [2021-11-25 11:29:29 main:574] : INFO : Epoch 1915 | loss: 0.0311948 | val_loss: 0.0311935 | Time: 3760.25 ms [2021-11-25 11:29:34 main:574] : INFO : Epoch 1916 | loss: 0.0311921 | val_loss: 0.0311931 | Time: 4378.77 ms [2021-11-25 11:29:38 main:574] : INFO : Epoch 1917 | loss: 0.0311959 | val_loss: 0.0311938 | Time: 4381.78 ms [2021-11-25 11:29:43 main:574] : INFO : Epoch 1918 | loss: 0.0311939 | val_loss: 0.0311937 | Time: 4379.48 ms [2021-11-25 11:29:47 main:574] : INFO : Epoch 1919 | loss: 0.0311946 | val_loss: 0.0311933 | Time: 4376.98 ms [2021-11-25 11:29:51 main:574] : INFO : Epoch 1920 | loss: 0.0311943 | val_loss: 0.0311973 | Time: 4374.3 ms [2021-11-25 11:29:56 main:574] : INFO : Epoch 1921 | loss: 0.0311933 | val_loss: 0.0311982 | Time: 4220.31 ms [2021-11-25 11:30:00 main:574] : INFO : Epoch 1922 | loss: 0.0311945 | val_loss: 0.0311932 | Time: 4483.32 ms [2021-11-25 11:30:05 main:574] : INFO : Epoch 1923 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 4389.26 ms [2021-11-25 11:30:08 main:574] : INFO : Epoch 1924 | loss: 0.0311917 | val_loss: 0.0311931 | Time: 3459.23 ms [2021-11-25 11:30:13 main:574] : INFO : Epoch 1925 | loss: 0.0311915 | val_loss: 0.0311929 | Time: 4428.71 ms [2021-11-25 11:30:17 main:574] : INFO : Epoch 1926 | loss: 0.031191 | val_loss: 0.0311932 | Time: 4385.2 ms [2021-11-25 11:30:21 main:574] : INFO : Epoch 1927 | loss: 0.0311917 | val_loss: 0.0311943 | Time: 4374.45 ms [2021-11-25 11:30:26 main:574] : INFO : Epoch 1928 | loss: 0.0311913 | val_loss: 0.0311932 | Time: 4365.31 ms [2021-11-25 11:30:30 main:574] : INFO : Epoch 1929 | loss: 0.0311908 | val_loss: 0.0311944 | Time: 4373.96 ms [2021-11-25 11:31:05 main:574] : INFO : Epoch 1930 | loss: 0.0311906 | val_loss: 0.0311924 | Time: 34737.8 ms [2021-11-25 11:31:08 main:574] : INFO : Epoch 1931 | loss: 0.0311899 | val_loss: 0.0311935 | Time: 3253.99 ms [2021-11-25 11:31:13 main:574] : INFO : Epoch 1932 | loss: 0.0311904 | val_loss: 0.0311956 | Time: 4399.05 ms [2021-11-25 11:31:17 main:574] : INFO : Epoch 1933 | loss: 0.0311909 | val_loss: 0.0311935 | Time: 4388.48 ms [2021-11-25 11:31:22 main:574] : INFO : Epoch 1934 | loss: 0.03119 | val_loss: 0.0311929 | Time: 4401.45 ms [2021-11-25 11:31:26 main:574] : INFO : Epoch 1935 | loss: 0.0311915 | val_loss: 0.0311979 | Time: 4410.22 ms [2021-11-25 11:31:31 main:574] : INFO : Epoch 1936 | loss: 0.0311921 | val_loss: 0.0311948 | Time: 4417.52 ms [2021-11-25 11:31:34 main:574] : INFO : Epoch 1937 | loss: 0.0311931 | val_loss: 0.0311926 | Time: 2863.82 ms [2021-11-25 11:31:37 main:574] : INFO : Epoch 1938 | loss: 0.0311892 | val_loss: 0.031193 | Time: 3355.12 ms [2021-11-25 11:31:40 main:574] : INFO : Epoch 1939 | loss: 0.03119 | val_loss: 0.0311924 | Time: 3316.74 ms [2021-11-25 11:31:44 main:574] : INFO : Epoch 1940 | loss: 0.0311894 | val_loss: 0.0311923 | Time: 3742.52 ms [2021-11-25 11:31:48 main:574] : INFO : Epoch 1941 | loss: 0.0311886 | val_loss: 0.0311928 | Time: 3941.87 ms [2021-11-25 11:31:51 main:574] : INFO : Epoch 1942 | loss: 0.0311889 | val_loss: 0.0311921 | Time: 3266.93 ms [2021-11-25 11:31:55 main:574] : INFO : Epoch 1943 | loss: 0.0311896 | val_loss: 0.0311988 | Time: 3798.01 ms [2021-11-25 11:31:58 main:574] : INFO : Epoch 1944 | loss: 0.0311919 | val_loss: 0.0311974 | Time: 3117.84 ms [2021-11-25 11:32:02 main:574] : INFO : Epoch 1945 | loss: 0.0311923 | val_loss: 0.0311936 | Time: 3709.5 ms [2021-11-25 11:32:06 main:574] : INFO : Epoch 1946 | loss: 0.0311885 | val_loss: 0.0311916 | Time: 3775.69 ms [2021-11-25 11:32:10 main:574] : INFO : Epoch 1947 | loss: 0.0311885 | val_loss: 0.0311936 | Time: 3796.01 ms [2021-11-25 11:32:13 main:574] : INFO : Epoch 1948 | loss: 0.0311889 | val_loss: 0.031196 | Time: 3713.87 ms [2021-11-25 11:32:17 main:574] : INFO : Epoch 1949 | loss: 0.0311896 | val_loss: 0.0311974 | Time: 3367.6 ms [2021-11-25 11:32:21 main:574] : INFO : Epoch 1950 | loss: 0.0311886 | val_loss: 0.0311921 | Time: 3976.24 ms [2021-11-25 11:32:24 main:574] : INFO : Epoch 1951 | loss: 0.0311876 | val_loss: 0.0311917 | Time: 3286.52 ms [2021-11-25 11:32:27 main:574] : INFO : Epoch 1952 | loss: 0.0311874 | val_loss: 0.0311925 | Time: 3247.22 ms [2021-11-25 11:32:31 main:574] : INFO : Epoch 1953 | loss: 0.0311881 | val_loss: 0.0311915 | Time: 3356.99 ms [2021-11-25 11:32:34 main:574] : INFO : Epoch 1954 | loss: 0.0311877 | val_loss: 0.0311915 | Time: 3277.48 ms [2021-11-25 11:32:38 main:574] : INFO : Epoch 1955 | loss: 0.0311885 | val_loss: 0.0311952 | Time: 3574.93 ms [2021-11-25 11:32:40 main:574] : INFO : Epoch 1956 | loss: 0.0311872 | val_loss: 0.0311928 | Time: 2702.59 ms [2021-11-25 11:32:44 main:574] : INFO : Epoch 1957 | loss: 0.0311879 | val_loss: 0.0311916 | Time: 3329.76 ms [2021-11-25 11:32:47 main:574] : INFO : Epoch 1958 | loss: 0.0311877 | val_loss: 0.031193 | Time: 3326.82 ms [2021-11-25 11:32:50 main:574] : INFO : Epoch 1959 | loss: 0.0311874 | val_loss: 0.0311927 | Time: 2819.9 ms [2021-11-25 11:32:53 main:574] : INFO : Epoch 1960 | loss: 0.0311884 | val_loss: 0.0311981 | Time: 3386.46 ms [2021-11-25 11:32:57 main:574] : INFO : Epoch 1961 | loss: 0.0311909 | val_loss: 0.0311945 | Time: 3322.65 ms [2021-11-25 11:33:00 main:574] : INFO : Epoch 1962 | loss: 0.0311876 | val_loss: 0.0311917 | Time: 3367.24 ms [2021-11-25 11:33:04 main:574] : INFO : Epoch 1963 | loss: 0.0311877 | val_loss: 0.031193 | Time: 4295.84 ms [2021-11-25 11:33:08 main:574] : INFO : Epoch 1964 | loss: 0.031186 | val_loss: 0.0311918 | Time: 3900.82 ms [2021-11-25 11:33:14 main:574] : INFO : Epoch 1965 | loss: 0.0311859 | val_loss: 0.0311922 | Time: 5160.42 ms [2021-11-25 11:33:18 main:574] : INFO : Epoch 1966 | loss: 0.0311852 | val_loss: 0.031191 | Time: 4276.29 ms [2021-11-25 11:33:23 main:574] : INFO : Epoch 1967 | loss: 0.0311855 | val_loss: 0.0311919 | Time: 5171.7 ms [2021-11-25 11:33:28 main:574] : INFO : Epoch 1968 | loss: 0.0311856 | val_loss: 0.0311917 | Time: 5028.89 ms [2021-11-25 11:33:33 main:574] : INFO : Epoch 1969 | loss: 0.0311852 | val_loss: 0.0311911 | Time: 4387.42 ms [2021-11-25 11:33:37 main:574] : INFO : Epoch 1970 | loss: 0.0311852 | val_loss: 0.0311918 | Time: 4260.62 ms [2021-11-25 11:33:40 main:574] : INFO : Epoch 1971 | loss: 0.0311861 | val_loss: 0.031191 | Time: 3126.24 ms [2021-11-25 11:33:45 main:574] : INFO : Epoch 1972 | loss: 0.0311915 | val_loss: 0.0311928 | Time: 4413.55 ms [2021-11-25 11:33:48 main:574] : INFO : Epoch 1973 | loss: 0.0311876 | val_loss: 0.0311919 | Time: 3255.6 ms [2021-11-25 11:33:52 main:574] : INFO : Epoch 1974 | loss: 0.0311861 | val_loss: 0.0311924 | Time: 4404.09 ms [2021-11-25 11:33:57 main:574] : INFO : Epoch 1975 | loss: 0.031186 | val_loss: 0.0311907 | Time: 4378.99 ms [2021-11-25 11:34:01 main:574] : INFO : Epoch 1976 | loss: 0.0311859 | val_loss: 0.0311928 | Time: 4429.48 ms [2021-11-25 11:34:05 main:574] : INFO : Epoch 1977 | loss: 0.0311867 | val_loss: 0.0311916 | Time: 3209.96 ms [2021-11-25 11:34:09 main:574] : INFO : Epoch 1978 | loss: 0.0311861 | val_loss: 0.0311915 | Time: 4377.64 ms [2021-11-25 11:34:13 main:574] : INFO : Epoch 1979 | loss: 0.0311859 | val_loss: 0.0311931 | Time: 4399.83 ms [2021-11-25 11:34:18 main:574] : INFO : Epoch 1980 | loss: 0.0311851 | val_loss: 0.0311916 | Time: 4396.27 ms [2021-11-25 11:34:22 main:574] : INFO : Epoch 1981 | loss: 0.0311853 | val_loss: 0.0311945 | Time: 4427.94 ms [2021-11-25 11:34:27 main:574] : INFO : Epoch 1982 | loss: 0.0311876 | val_loss: 0.0311913 | Time: 4374.1 ms [2021-11-25 11:34:31 main:574] : INFO : Epoch 1983 | loss: 0.0311856 | val_loss: 0.0311906 | Time: 4395.25 ms [2021-11-25 11:34:36 main:574] : INFO : Epoch 1984 | loss: 0.0311852 | val_loss: 0.0311899 | Time: 4406.09 ms [2021-11-25 11:34:39 main:574] : INFO : Epoch 1985 | loss: 0.0311862 | val_loss: 0.031194 | Time: 3300.7 ms [2021-11-25 11:34:43 main:574] : INFO : Epoch 1986 | loss: 0.0311861 | val_loss: 0.0311932 | Time: 3521.33 ms [2021-11-25 11:34:47 main:574] : INFO : Epoch 1987 | loss: 0.0311863 | val_loss: 0.0311917 | Time: 4450.42 ms [2021-11-25 11:34:51 main:574] : INFO : Epoch 1988 | loss: 0.0311861 | val_loss: 0.031192 | Time: 3353.04 ms [2021-11-25 11:34:53 main:574] : INFO : Epoch 1989 | loss: 0.0311855 | val_loss: 0.0311906 | Time: 2720.66 ms [2021-11-25 11:34:57 main:574] : INFO : Epoch 1990 | loss: 0.031185 | val_loss: 0.0311912 | Time: 3314.9 ms [2021-11-25 11:35:01 main:574] : INFO : Epoch 1991 | loss: 0.0311844 | val_loss: 0.0311913 | Time: 4569.48 ms [2021-11-25 11:35:06 main:574] : INFO : Epoch 1992 | loss: 0.0311852 | val_loss: 0.0311908 | Time: 5118.36 ms [2021-11-25 11:35:10 main:574] : INFO : Epoch 1993 | loss: 0.0311875 | val_loss: 0.0311917 | Time: 3728.82 ms [2021-11-25 11:35:14 main:574] : INFO : Epoch 1994 | loss: 0.0311841 | val_loss: 0.0311905 | Time: 3757.02 ms [2021-11-25 11:35:19 main:574] : INFO : Epoch 1995 | loss: 0.0311857 | val_loss: 0.031192 | Time: 4993.95 ms [2021-11-25 11:35:24 main:574] : INFO : Epoch 1996 | loss: 0.0311839 | val_loss: 0.03119 | Time: 5099.87 ms [2021-11-25 11:35:29 main:574] : INFO : Epoch 1997 | loss: 0.0311847 | val_loss: 0.0311908 | Time: 5082.76 ms [2021-11-25 11:35:34 main:574] : INFO : Epoch 1998 | loss: 0.0311836 | val_loss: 0.0311908 | Time: 4588.07 ms [2021-11-25 11:35:38 main:574] : INFO : Epoch 1999 | loss: 0.0311859 | val_loss: 0.0311978 | Time: 4381.84 ms [2021-11-25 11:35:43 main:574] : INFO : Epoch 2000 | loss: 0.031218 | val_loss: 0.0312623 | Time: 4366.48 ms [2021-11-25 11:35:47 main:574] : INFO : Epoch 2001 | loss: 0.0316948 | val_loss: 0.0316809 | Time: 4423.31 ms [2021-11-25 11:35:52 main:574] : INFO : Epoch 2002 | loss: 0.0313957 | val_loss: 0.0312555 | Time: 4433.44 ms [2021-11-25 11:35:56 main:574] : INFO : Epoch 2003 | loss: 0.031242 | val_loss: 0.0312104 | Time: 4572.32 ms [2021-11-25 11:36:01 main:574] : INFO : Epoch 2004 | loss: 0.0312158 | val_loss: 0.0312032 | Time: 4547.34 ms [2021-11-25 11:36:05 main:574] : INFO : Epoch 2005 | loss: 0.0312137 | val_loss: 0.0312036 | Time: 4409.7 ms [2021-11-25 11:36:10 main:574] : INFO : Epoch 2006 | loss: 0.0312137 | val_loss: 0.0312029 | Time: 4450.08 ms [2021-11-25 11:36:14 main:574] : INFO : Epoch 2007 | loss: 0.0312122 | val_loss: 0.0312015 | Time: 4457.7 ms [2021-11-25 11:36:17 main:574] : INFO : Epoch 2008 | loss: 0.0312106 | val_loss: 0.0312033 | Time: 3055.64 ms [2021-11-25 11:36:22 main:574] : INFO : Epoch 2009 | loss: 0.03121 | val_loss: 0.0312006 | Time: 4487.81 ms [2021-11-25 11:36:27 main:574] : INFO : Epoch 2010 | loss: 0.0312092 | val_loss: 0.0311999 | Time: 4505.94 ms [2021-11-25 11:36:31 main:574] : INFO : Epoch 2011 | loss: 0.0312104 | val_loss: 0.031207 | Time: 4365.15 ms [2021-11-25 11:36:35 main:574] : INFO : Epoch 2012 | loss: 0.0312128 | val_loss: 0.0311999 | Time: 4072.19 ms [2021-11-25 11:36:39 main:574] : INFO : Epoch 2013 | loss: 0.0312117 | val_loss: 0.031203 | Time: 4106.06 ms [2021-11-25 11:36:44 main:574] : INFO : Epoch 2014 | loss: 0.0312098 | val_loss: 0.0311997 | Time: 4522.4 ms [2021-11-25 11:36:47 main:574] : INFO : Epoch 2015 | loss: 0.0312107 | val_loss: 0.0312024 | Time: 3553.79 ms [2021-11-25 11:36:51 main:574] : INFO : Epoch 2016 | loss: 0.0312098 | val_loss: 0.0312013 | Time: 3378.57 ms [2021-11-25 11:36:53 main:574] : INFO : Epoch 2017 | loss: 0.0312087 | val_loss: 0.0312003 | Time: 2615.59 ms [2021-11-25 11:36:57 main:574] : INFO : Epoch 2018 | loss: 0.031208 | val_loss: 0.031201 | Time: 3282.48 ms [2021-11-25 11:37:00 main:574] : INFO : Epoch 2019 | loss: 0.0312091 | val_loss: 0.0312099 | Time: 3380.23 ms [2021-11-25 11:37:04 main:574] : INFO : Epoch 2020 | loss: 0.0312091 | val_loss: 0.0311995 | Time: 3756.63 ms [2021-11-25 11:37:07 main:574] : INFO : Epoch 2021 | loss: 0.0312072 | val_loss: 0.0311993 | Time: 3225.99 ms [2021-11-25 11:37:11 main:574] : INFO : Epoch 2022 | loss: 0.0312053 | val_loss: 0.0311982 | Time: 3728.61 ms [2021-11-25 11:37:15 main:574] : INFO : Epoch 2023 | loss: 0.0312044 | val_loss: 0.0311968 | Time: 3769.29 ms [2021-11-25 11:37:18 main:574] : INFO : Epoch 2024 | loss: 0.0312046 | val_loss: 0.031197 | Time: 3787.32 ms [2021-11-25 11:37:22 main:574] : INFO : Epoch 2025 | loss: 0.0312055 | val_loss: 0.0311978 | Time: 3821.27 ms [2021-11-25 11:37:26 main:574] : INFO : Epoch 2026 | loss: 0.0312059 | val_loss: 0.031198 | Time: 3783.38 ms [2021-11-25 11:37:30 main:574] : INFO : Epoch 2027 | loss: 0.0312042 | val_loss: 0.0311984 | Time: 3773.57 ms [2021-11-25 11:37:33 main:574] : INFO : Epoch 2028 | loss: 0.0312042 | val_loss: 0.0311959 | Time: 3528.45 ms [2021-11-25 11:37:37 main:574] : INFO : Epoch 2029 | loss: 0.031203 | val_loss: 0.0311984 | Time: 3292.53 ms [2021-11-25 11:37:40 main:574] : INFO : Epoch 2030 | loss: 0.0312037 | val_loss: 0.0311964 | Time: 3374.59 ms [2021-11-25 11:37:44 main:574] : INFO : Epoch 2031 | loss: 0.0312037 | val_loss: 0.0311981 | Time: 3884.82 ms [2021-11-25 11:37:48 main:574] : INFO : Epoch 2032 | loss: 0.031203 | val_loss: 0.0311963 | Time: 4353.48 ms [2021-11-25 11:37:53 main:574] : INFO : Epoch 2033 | loss: 0.0312028 | val_loss: 0.0311973 | Time: 4398.04 ms [2021-11-25 11:37:57 main:574] : INFO : Epoch 2034 | loss: 0.0312032 | val_loss: 0.0311969 | Time: 4434 ms [2021-11-25 11:38:02 main:574] : INFO : Epoch 2035 | loss: 0.0312025 | val_loss: 0.0311977 | Time: 4432.09 ms [2021-11-25 11:38:06 main:574] : INFO : Epoch 2036 | loss: 0.0312039 | val_loss: 0.031196 | Time: 4384.91 ms [2021-11-25 11:38:11 main:574] : INFO : Epoch 2037 | loss: 0.0312026 | val_loss: 0.0311965 | Time: 4361.25 ms [2021-11-25 11:38:15 main:574] : INFO : Epoch 2038 | loss: 0.0312025 | val_loss: 0.0311967 | Time: 4414.54 ms [2021-11-25 11:38:19 main:574] : INFO : Epoch 2039 | loss: 0.0312027 | val_loss: 0.0311958 | Time: 4224.29 ms [2021-11-25 11:38:23 main:574] : INFO : Epoch 2040 | loss: 0.0312021 | val_loss: 0.0311967 | Time: 3944.33 ms [2021-11-25 11:38:27 main:574] : INFO : Epoch 2041 | loss: 0.0312027 | val_loss: 0.0311965 | Time: 3360.76 ms [2021-11-25 11:38:30 main:574] : INFO : Epoch 2042 | loss: 0.0312037 | val_loss: 0.0311986 | Time: 3327.05 ms [2021-11-25 11:38:33 main:574] : INFO : Epoch 2043 | loss: 0.0312033 | val_loss: 0.0311961 | Time: 3329.77 ms [2021-11-25 11:38:37 main:574] : INFO : Epoch 2044 | loss: 0.0312026 | val_loss: 0.0311964 | Time: 3878.1 ms [2021-11-25 11:38:41 main:574] : INFO : Epoch 2045 | loss: 0.031202 | val_loss: 0.0311962 | Time: 3874.7 ms [2021-11-25 11:38:44 main:574] : INFO : Epoch 2046 | loss: 0.0312022 | val_loss: 0.0311963 | Time: 3156.24 ms [2021-11-25 11:38:49 main:574] : INFO : Epoch 2047 | loss: 0.0312028 | val_loss: 0.0311978 | Time: 4418.34 ms [2021-11-25 11:38:53 main:574] : INFO : Epoch 2048 | loss: 0.031204 | val_loss: 0.0311974 | Time: 4443.88 ms [2021-11-25 11:38:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311974 [2021-11-25 11:38:53 main:603] : INFO : Saving end state to config to file [2021-11-25 11:38:53 main:608] : INFO : Success, exiting.. 11:38:53 (17856): 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)