Task 5058994
| Name | ParityModified-1617071466-19146-3_2 |
| Workunit | 3002182 |
| Created | 22 Apr 2021, 14:11:27 UTC |
| Sent | 22 Apr 2021, 14:41:00 UTC |
| Report deadline | 29 Apr 2021, 14:41:00 UTC |
| Received | 22 Apr 2021, 21:49:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7391 |
| Run time | 2 hours 0 min 37 sec |
| CPU time | 1 hours 51 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,997.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 16 main:574] : INFO : Epoch 1542 | loss: 0.0311733 | val_loss: 0.0311834 | Time: 3886.08 ms [2021-04-22 15:19:19 main:574] : INFO : Epoch 1543 | loss: 0.0311714 | val_loss: 0.0311783 | Time: 3170.03 ms [2021-04-22 15:19:22 main:574] : INFO : Epoch 1544 | loss: 0.0311704 | val_loss: 0.031179 | Time: 3332.13 ms [2021-04-22 15:19:26 main:574] : INFO : Epoch 1545 | loss: 0.0311706 | val_loss: 0.0311813 | Time: 3464.75 ms [2021-04-22 15:19:29 main:574] : INFO : Epoch 1546 | loss: 0.0311695 | val_loss: 0.0311802 | Time: 3242.2 ms [2021-04-22 15:19:33 main:574] : INFO : Epoch 1547 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 3428.48 ms [2021-04-22 15:19:36 main:574] : INFO : Epoch 1548 | loss: 0.0311686 | val_loss: 0.0311792 | Time: 3624.05 ms [2021-04-22 15:19:39 main:574] : INFO : Epoch 1549 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 2975.37 ms [2021-04-22 15:19:43 main:574] : INFO : Epoch 1550 | loss: 0.0311681 | val_loss: 0.0311771 | Time: 3329.4 ms [2021-04-22 15:19:46 main:574] : INFO : Epoch 1551 | loss: 0.0311684 | val_loss: 0.0311784 | Time: 3650.81 ms [2021-04-22 15:19:50 main:574] : INFO : Epoch 1552 | loss: 0.0311675 | val_loss: 0.031177 | Time: 3234.13 ms [2021-04-22 15:19:53 main:574] : INFO : Epoch 1553 | loss: 0.0311674 | val_loss: 0.0311803 | Time: 3436.79 ms [2021-04-22 15:19:57 main:574] : INFO : Epoch 1554 | loss: 0.0311677 | val_loss: 0.0311798 | Time: 3457.2 ms [2021-04-22 15:20:00 main:574] : INFO : Epoch 1555 | loss: 0.0311666 | val_loss: 0.0311783 | Time: 3209.62 ms [2021-04-22 15:20:04 main:574] : INFO : Epoch 1556 | loss: 0.0311665 | val_loss: 0.0311791 | Time: 3653.76 ms [2021-04-22 15:20:07 main:574] : INFO : Epoch 1557 | loss: 0.031167 | val_loss: 0.0311769 | Time: 3461.86 ms [2021-04-22 15:20:11 main:574] : INFO : Epoch 1558 | loss: 0.0311671 | val_loss: 0.0311768 | Time: 3805.17 ms [2021-04-22 15:20:15 main:574] : INFO : Epoch 1559 | loss: 0.0311666 | val_loss: 0.031176 | Time: 3987.81 ms [2021-04-22 15:20:18 main:574] : INFO : Epoch 1560 | loss: 0.031169 | val_loss: 0.0311753 | Time: 3247.21 ms [2021-04-22 15:20:22 main:574] : INFO : Epoch 1561 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 3845.46 ms [2021-04-22 15:20:26 main:574] : INFO : Epoch 1562 | loss: 0.0311678 | val_loss: 0.031176 | Time: 3698.24 ms [2021-04-22 15:20:29 main:574] : INFO : Epoch 1563 | loss: 0.0311663 | val_loss: 0.0311762 | Time: 3057.63 ms [2021-04-22 15:20:33 main:574] : INFO : Epoch 1564 | loss: 0.0311668 | val_loss: 0.0311777 | Time: 3819.22 ms [2021-04-22 15:20:37 main:574] : INFO : Epoch 1565 | loss: 0.0311659 | val_loss: 0.0311773 | Time: 3728.3 ms [2021-04-22 15:20:40 main:574] : INFO : Epoch 1566 | loss: 0.031165 | val_loss: 0.0311765 | Time: 3216.96 ms [2021-04-22 15:20:44 main:574] : INFO : Epoch 1567 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 4001.78 ms [2021-04-22 15:20:47 main:574] : INFO : Epoch 1568 | loss: 0.0311694 | val_loss: 0.0311784 | Time: 3380.86 ms [2021-04-22 15:20:51 main:574] : INFO : Epoch 1569 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 3400.35 ms [2021-04-22 15:20:54 main:574] : INFO : Epoch 1570 | loss: 0.0311691 | val_loss: 0.0311762 | Time: 3454.29 ms [2021-04-22 15:20:57 main:574] : INFO : Epoch 1571 | loss: 0.0311679 | val_loss: 0.0311769 | Time: 3229.21 ms [2021-04-22 15:21:01 main:574] : INFO : Epoch 1572 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 3497.41 ms [2021-04-22 15:21:05 main:574] : INFO : Epoch 1573 | loss: 0.0311664 | val_loss: 0.0311785 | Time: 3636.81 ms [2021-04-22 15:21:08 main:574] : INFO : Epoch 1574 | loss: 0.0311665 | val_loss: 0.0311781 | Time: 3357.39 ms [2021-04-22 15:21:12 main:574] : INFO : Epoch 1575 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 3851.9 ms [2021-04-22 15:21:16 main:574] : INFO : Epoch 1576 | loss: 0.0311669 | val_loss: 0.0311766 | Time: 3844.79 ms [2021-04-22 15:21:19 main:574] : INFO : Epoch 1577 | loss: 0.0311703 | val_loss: 0.0311798 | Time: 3135.42 ms [2021-04-22 15:21:23 main:574] : INFO : Epoch 1578 | loss: 0.0311703 | val_loss: 0.03118 | Time: 3971.59 ms [2021-04-22 15:21:26 main:574] : INFO : Epoch 1579 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 3425.54 ms [2021-04-22 15:21:30 main:574] : INFO : Epoch 1580 | loss: 0.0311668 | val_loss: 0.0311746 | Time: 3215.89 ms [2021-04-22 15:21:33 main:574] : INFO : Epoch 1581 | loss: 0.0311658 | val_loss: 0.0311747 | Time: 3466.58 ms [2021-04-22 15:21:37 main:574] : INFO : Epoch 1582 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 3623.44 ms [2021-04-22 15:21:40 main:574] : INFO : Epoch 1583 | loss: 0.031165 | val_loss: 0.0311748 | Time: 3228.65 ms [2021-04-22 15:21:44 main:574] : INFO : Epoch 1584 | loss: 0.0311671 | val_loss: 0.0311771 | Time: 3972.09 ms [2021-04-22 15:21:47 main:574] : INFO : Epoch 1585 | loss: 0.0311685 | val_loss: 0.0311793 | Time: 3190.84 ms [2021-04-22 15:21:51 main:574] : INFO : Epoch 1586 | loss: 0.0311692 | val_loss: 0.0311768 | Time: 3493.1 ms [2021-04-22 15:21:54 main:574] : INFO : Epoch 1587 | loss: 0.0311687 | val_loss: 0.0311792 | Time: 3593.91 ms [2021-04-22 15:21:58 main:574] : INFO : Epoch 1588 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 3107.86 ms [2021-04-22 15:22:01 main:574] : INFO : Epoch 1589 | loss: 0.031171 | val_loss: 0.0311774 | Time: 3409.8 ms [2021-04-22 15:22:05 main:574] : INFO : Epoch 1590 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 3429.24 ms [2021-04-22 15:22:08 main:574] : INFO : Epoch 1591 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 3268.66 ms [2021-04-22 15:22:12 main:574] : INFO : Epoch 1592 | loss: 0.0311672 | val_loss: 0.031178 | Time: 3973.55 ms [2021-04-22 15:22:16 main:574] : INFO : Epoch 1593 | loss: 0.0311673 | val_loss: 0.0311776 | Time: 3795.74 ms [2021-04-22 15:22:19 main:574] : INFO : Epoch 1594 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 3200.72 ms [2021-04-22 15:22:23 main:574] : INFO : Epoch 1595 | loss: 0.0311661 | val_loss: 0.0311759 | Time: 3670.14 ms [2021-04-22 15:22:27 main:574] : INFO : Epoch 1596 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 3905.68 ms [2021-04-22 15:22:30 main:574] : INFO : Epoch 1597 | loss: 0.0311654 | val_loss: 0.0311781 | Time: 3404.78 ms [2021-04-22 15:22:34 main:574] : INFO : Epoch 1598 | loss: 0.0311649 | val_loss: 0.0311761 | Time: 3901.28 ms [2021-04-22 15:22:37 main:574] : INFO : Epoch 1599 | loss: 0.0311648 | val_loss: 0.0311753 | Time: 3208.36 ms [2021-04-22 15:22:41 main:574] : INFO : Epoch 1600 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 3369.99 ms [2021-04-22 15:22:44 main:574] : INFO : Epoch 1601 | loss: 0.0311642 | val_loss: 0.0311764 | Time: 3720.68 ms [2021-04-22 15:22:47 main:574] : INFO : Epoch 1602 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 3120.46 ms [2021-04-22 15:22:51 main:574] : INFO : Epoch 1603 | loss: 0.0311653 | val_loss: 0.0311758 | Time: 3414.79 ms [2021-04-22 15:22:54 main:574] : INFO : Epoch 1604 | loss: 0.0311648 | val_loss: 0.0311747 | Time: 3479.75 ms [2021-04-22 15:22:58 main:574] : INFO : Epoch 1605 | loss: 0.0311642 | val_loss: 0.0311764 | Time: 3248.62 ms [2021-04-22 15:23:02 main:574] : INFO : Epoch 1606 | loss: 0.0311631 | val_loss: 0.0311776 | Time: 3881.19 ms [2021-04-22 15:23:05 main:574] : INFO : Epoch 1607 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 3580.53 ms [2021-04-22 15:23:09 main:574] : INFO : Epoch 1608 | loss: 0.031165 | val_loss: 0.0311735 | Time: 3248.71 ms [2021-04-22 15:23:12 main:574] : INFO : Epoch 1609 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 3474.87 ms [2021-04-22 15:23:16 main:574] : INFO : Epoch 1610 | loss: 0.0311653 | val_loss: 0.031174 | Time: 3513.18 ms [2021-04-22 15:23:19 main:574] : INFO : Epoch 1611 | loss: 0.0311621 | val_loss: 0.0311734 | Time: 3092.27 ms [2021-04-22 15:23:23 main:574] : INFO : Epoch 1612 | loss: 0.0311615 | val_loss: 0.0311743 | Time: 3931.71 ms [2021-04-22 15:23:26 main:574] : INFO : Epoch 1613 | loss: 0.0311605 | val_loss: 0.0311734 | Time: 3604.99 ms [2021-04-22 15:23:30 main:574] : INFO : Epoch 1614 | loss: 0.0311623 | val_loss: 0.031175 | Time: 3239.97 ms [2021-04-22 15:23:33 main:574] : INFO : Epoch 1615 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 3358.73 ms [2021-04-22 15:23:37 main:574] : INFO : Epoch 1616 | loss: 0.0311692 | val_loss: 0.0311737 | Time: 3661.76 ms [2021-04-22 15:23:40 main:574] : INFO : Epoch 1617 | loss: 0.0311659 | val_loss: 0.0311749 | Time: 3228.82 ms [2021-04-22 15:23:44 main:574] : INFO : Epoch 1618 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 3692.47 ms [2021-04-22 15:23:47 main:574] : INFO : Epoch 1619 | loss: 0.0311639 | val_loss: 0.031175 | Time: 3412.58 ms [2021-04-22 15:23:51 main:574] : INFO : Epoch 1620 | loss: 0.0311662 | val_loss: 0.0311758 | Time: 3467.75 ms [2021-04-22 15:23:54 main:574] : INFO : Epoch 1621 | loss: 0.0312479 | val_loss: 0.0313325 | Time: 3615.59 ms [2021-04-22 15:23:58 main:574] : INFO : Epoch 1622 | loss: 0.0313888 | val_loss: 0.031262 | Time: 3164.1 ms [2021-04-22 15:24:01 main:574] : INFO : Epoch 1623 | loss: 0.0312456 | val_loss: 0.0312373 | Time: 3485.57 ms [2021-04-22 15:24:05 main:574] : INFO : Epoch 1624 | loss: 0.0312349 | val_loss: 0.0312293 | Time: 3601.41 ms [2021-04-22 15:24:08 main:574] : INFO : Epoch 1625 | loss: 0.0312307 | val_loss: 0.0312279 | Time: 3156.66 ms [2021-04-22 15:24:12 main:574] : INFO : Epoch 1626 | loss: 0.031233 | val_loss: 0.0312354 | Time: 3501.18 ms [2021-04-22 15:24:15 main:574] : INFO : Epoch 1627 | loss: 0.0312326 | val_loss: 0.0312283 | Time: 3538.76 ms [2021-04-22 15:24:18 main:574] : INFO : Epoch 1628 | loss: 0.0312311 | val_loss: 0.0312279 | Time: 3038.14 ms [2021-04-22 15:24:22 main:574] : INFO : Epoch 1629 | loss: 0.0312312 | val_loss: 0.0312281 | Time: 3334.82 ms [2021-04-22 15:24:25 main:574] : INFO : Epoch 1630 | loss: 0.031231 | val_loss: 0.0312279 | Time: 3591.95 ms [2021-04-22 15:24:29 main:574] : INFO : Epoch 1631 | loss: 0.031232 | val_loss: 0.0312283 | Time: 3283.71 ms [2021-04-22 15:24:32 main:574] : INFO : Epoch 1632 | loss: 0.0312335 | val_loss: 0.0312319 | Time: 3676.17 ms [2021-04-22 15:24:36 main:574] : INFO : Epoch 1633 | loss: 0.0312314 | val_loss: 0.0312314 | Time: 3621.6 ms [2021-04-22 15:24:39 main:574] : INFO : Epoch 1634 | loss: 0.0312318 | val_loss: 0.0312285 | Time: 3039.54 ms [2021-04-22 15:24:43 main:574] : INFO : Epoch 1635 | loss: 0.0312326 | val_loss: 0.0312302 | Time: 3498.7 ms [2021-04-22 15:24:46 main:574] : INFO : Epoch 1636 | loss: 0.0312308 | val_loss: 0.031228 | Time: 3527.24 ms [2021-04-22 15:24:49 main:574] : INFO : Epoch 1637 | loss: 0.0312299 | val_loss: 0.0312274 | Time: 3098.59 ms [2021-04-22 15:24:53 main:574] : INFO : Epoch 1638 | loss: 0.03123 | val_loss: 0.0312298 | Time: 3538.84 ms [2021-04-22 15:24:56 main:574] : INFO : Epoch 1639 | loss: 0.0312298 | val_loss: 0.0312277 | Time: 3492.38 ms [2021-04-22 15:25:00 main:574] : INFO : Epoch 1640 | loss: 0.03123 | val_loss: 0.0312282 | Time: 3191.01 ms [2021-04-22 15:25:03 main:574] : INFO : Epoch 1641 | loss: 0.0312315 | val_loss: 0.0312281 | Time: 3534.91 ms [2021-04-22 15:25:07 main:574] : INFO : Epoch 1642 | loss: 0.0312298 | val_loss: 0.0312304 | Time: 3543.46 ms [2021-04-22 15:25:10 main:574] : INFO : Epoch 1643 | loss: 0.0312304 | val_loss: 0.0312279 | Time: 3037.69 ms [2021-04-22 15:25:14 main:574] : INFO : Epoch 1644 | loss: 0.03123 | val_loss: 0.0312305 | Time: 3679.79 ms [2021-04-22 15:25:17 main:574] : INFO : Epoch 1645 | loss: 0.0312297 | val_loss: 0.0312275 | Time: 3498.39 ms [2021-04-22 15:25:20 main:574] : INFO : Epoch 1646 | loss: 0.0312294 | val_loss: 0.0312274 | Time: 3261.77 ms [2021-04-22 15:25:24 main:574] : INFO : Epoch 1647 | loss: 0.0312321 | val_loss: 0.0312285 | Time: 3497.88 ms [2021-04-22 15:25:27 main:574] : INFO : Epoch 1648 | loss: 0.0312296 | val_loss: 0.0312273 | Time: 3222.66 ms [2021-04-22 15:25:30 main:574] : INFO : Epoch 1649 | loss: 0.0312291 | val_loss: 0.0312282 | Time: 3188.26 ms [2021-04-22 15:25:34 main:574] : INFO : Epoch 1650 | loss: 0.0312287 | val_loss: 0.0312318 | Time: 3513.03 ms [2021-04-22 15:25:37 main:574] : INFO : Epoch 1651 | loss: 0.0312297 | val_loss: 0.0312272 | Time: 3389.92 ms [2021-04-22 15:25:41 main:574] : INFO : Epoch 1652 | loss: 0.0312293 | val_loss: 0.0312275 | Time: 3396.28 ms [2021-04-22 15:25:45 main:574] : INFO : Epoch 1653 | loss: 0.0312311 | val_loss: 0.0312276 | Time: 3670.45 ms [2021-04-22 15:25:48 main:574] : INFO : Epoch 1654 | loss: 0.0312285 | val_loss: 0.0312279 | Time: 3185.44 ms [2021-04-22 15:25:52 main:574] : INFO : Epoch 1655 | loss: 0.0312297 | val_loss: 0.031227 | Time: 3630.57 ms [2021-04-22 15:25:55 main:574] : INFO : Epoch 1656 | loss: 0.0312289 | val_loss: 0.0312265 | Time: 3522.62 ms [2021-04-22 15:25:58 main:574] : INFO : Epoch 1657 | loss: 0.0312316 | val_loss: 0.0312268 | Time: 3192.36 ms [2021-04-22 15:26:02 main:574] : INFO : Epoch 1658 | loss: 0.0312286 | val_loss: 0.0312265 | Time: 3469.79 ms [2021-04-22 15:26:06 main:574] : INFO : Epoch 1659 | loss: 0.031228 | val_loss: 0.031227 | Time: 3625.76 ms [2021-04-22 15:26:09 main:574] : INFO : Epoch 1660 | loss: 0.0312277 | val_loss: 0.0312266 | Time: 3083.37 ms [2021-04-22 15:26:12 main:574] : INFO : Epoch 1661 | loss: 0.0312275 | val_loss: 0.0312262 | Time: 3396.91 ms [2021-04-22 15:26:16 main:574] : INFO : Epoch 1662 | loss: 0.0312278 | val_loss: 0.031226 | Time: 3672.39 ms [2021-04-22 15:26:19 main:574] : INFO : Epoch 1663 | loss: 0.0312284 | val_loss: 0.031226 | Time: 3245.3 ms [2021-04-22 15:26:23 main:574] : INFO : Epoch 1664 | loss: 0.0312274 | val_loss: 0.0312261 | Time: 3657.12 ms [2021-04-22 15:26:27 main:574] : INFO : Epoch 1665 | loss: 0.0312296 | val_loss: 0.0312273 | Time: 3649.49 ms [2021-04-22 15:26:30 main:574] : INFO : Epoch 1666 | loss: 0.0312277 | val_loss: 0.0312275 | Time: 3075.63 ms [2021-04-22 15:26:33 main:574] : INFO : Epoch 1667 | loss: 0.0312279 | val_loss: 0.0312263 | Time: 3508.03 ms [2021-04-22 15:26:37 main:574] : INFO : Epoch 1668 | loss: 0.0312276 | val_loss: 0.0312251 | Time: 3455.24 ms [2021-04-22 15:26:40 main:574] : INFO : Epoch 1669 | loss: 0.031228 | val_loss: 0.0312267 | Time: 3062.06 ms [2021-04-22 15:26:43 main:574] : INFO : Epoch 1670 | loss: 0.0312266 | val_loss: 0.0312278 | Time: 3475.97 ms [2021-04-22 15:26:47 main:574] : INFO : Epoch 1671 | loss: 0.0312278 | val_loss: 0.0312279 | Time: 3656.04 ms [2021-04-22 15:26:50 main:574] : INFO : Epoch 1672 | loss: 0.0312268 | val_loss: 0.0312256 | Time: 3209.42 ms [2021-04-22 15:26:54 main:574] : INFO : Epoch 1673 | loss: 0.0312273 | val_loss: 0.0312272 | Time: 3634.07 ms [2021-04-22 15:26:57 main:574] : INFO : Epoch 1674 | loss: 0.0312278 | val_loss: 0.0312294 | Time: 3491.3 ms [2021-04-22 15:27:01 main:574] : INFO : Epoch 1675 | loss: 0.031228 | val_loss: 0.0312259 | Time: 3355.15 ms [2021-04-22 15:27:04 main:574] : INFO : Epoch 1676 | loss: 0.0312274 | val_loss: 0.0312261 | Time: 3475.43 ms [2021-04-22 15:27:08 main:574] : INFO : Epoch 1677 | loss: 0.0312263 | val_loss: 0.031225 | Time: 3156.28 ms [2021-04-22 15:27:11 main:574] : INFO : Epoch 1678 | loss: 0.0312258 | val_loss: 0.0312243 | Time: 3111.81 ms [2021-04-22 15:27:14 main:574] : INFO : Epoch 1679 | loss: 0.0312279 | val_loss: 0.0312264 | Time: 3536.16 ms [2021-04-22 15:27:18 main:574] : INFO : Epoch 1680 | loss: 0.0312266 | val_loss: 0.031229 | Time: 3495.82 ms [2021-04-22 15:27:22 main:574] : INFO : Epoch 1681 | loss: 0.031226 | val_loss: 0.0312238 | Time: 3870.55 ms [2021-04-22 15:27:25 main:574] : INFO : Epoch 1682 | loss: 0.0312267 | val_loss: 0.0312268 | Time: 3542.24 ms [2021-04-22 15:27:28 main:574] : INFO : Epoch 1683 | loss: 0.0312258 | val_loss: 0.0312238 | Time: 3122.6 ms [2021-04-22 15:27:32 main:574] : INFO : Epoch 1684 | loss: 0.0312252 | val_loss: 0.0312231 | Time: 3885.74 ms [2021-04-22 15:27:36 main:574] : INFO : Epoch 1685 | loss: 0.0312247 | val_loss: 0.0312261 | Time: 3508.25 ms [2021-04-22 15:27:39 main:574] : INFO : Epoch 1686 | loss: 0.0312251 | val_loss: 0.0312228 | Time: 3081.21 ms [2021-04-22 15:27:43 main:574] : INFO : Epoch 1687 | loss: 0.0312253 | val_loss: 0.0312232 | Time: 3411.22 ms [2021-04-22 15:27:46 main:574] : INFO : Epoch 1688 | loss: 0.0312255 | val_loss: 0.0312263 | Time: 3717.39 ms [2021-04-22 15:27:49 main:574] : INFO : Epoch 1689 | loss: 0.0312296 | val_loss: 0.0312258 | Time: 3036.65 ms [2021-04-22 15:27:53 main:574] : INFO : Epoch 1690 | loss: 0.0312322 | val_loss: 0.0312312 | Time: 3561.98 ms [2021-04-22 15:27:57 main:574] : INFO : Epoch 1691 | loss: 0.0312301 | val_loss: 0.0312241 | Time: 3830.99 ms [2021-04-22 15:28:00 main:574] : INFO : Epoch 1692 | loss: 0.031228 | val_loss: 0.0312236 | Time: 3024.86 ms [2021-04-22 15:28:04 main:574] : INFO : Epoch 1693 | loss: 0.0312266 | val_loss: 0.0312236 | Time: 3626.14 ms [2021-04-22 15:28:07 main:574] : INFO : Epoch 1694 | loss: 0.0312252 | val_loss: 0.0312252 | Time: 3463.23 ms [2021-04-22 15:28:10 main:574] : INFO : Epoch 1695 | loss: 0.0312248 | val_loss: 0.0312247 | Time: 3302.13 ms [2021-04-22 15:28:14 main:574] : INFO : Epoch 1696 | loss: 0.0312259 | val_loss: 0.0312251 | Time: 3556.6 ms [2021-04-22 15:28:18 main:574] : INFO : Epoch 1697 | loss: 0.0312255 | val_loss: 0.0312223 | Time: 3459.04 ms [2021-04-22 15:28:21 main:574] : INFO : Epoch 1698 | loss: 0.0312287 | val_loss: 0.0312243 | Time: 3209.83 ms [2021-04-22 15:28:25 main:574] : INFO : Epoch 1699 | loss: 0.0312257 | val_loss: 0.0312226 | Time: 3885.88 ms [2021-04-22 15:28:28 main:574] : INFO : Epoch 1700 | loss: 0.0312253 | val_loss: 0.0312227 | Time: 3143 ms [2021-04-22 15:28:31 main:574] : INFO : Epoch 1701 | loss: 0.0312251 | val_loss: 0.0312253 | Time: 3491.02 ms [2021-04-22 15:28:35 main:574] : INFO : Epoch 1702 | loss: 0.031224 | val_loss: 0.0312253 | Time: 3486.99 ms [2021-04-22 15:28:38 main:574] : INFO : Epoch 1703 | loss: 0.0312266 | val_loss: 0.0312222 | Time: 3197.37 ms [2021-04-22 15:28:42 main:574] : INFO : Epoch 1704 | loss: 0.0312247 | val_loss: 0.0312246 | Time: 3535.19 ms [2021-04-22 15:28:46 main:574] : INFO : Epoch 1705 | loss: 0.0312245 | val_loss: 0.0312281 | Time: 3992.68 ms [2021-04-22 15:28:49 main:574] : INFO : Epoch 1706 | loss: 0.0312262 | val_loss: 0.0312247 | Time: 3212 ms [2021-04-22 15:28:53 main:574] : INFO : Epoch 1707 | loss: 0.0312294 | val_loss: 0.0312252 | Time: 3769.65 ms [2021-04-22 15:28:56 main:574] : INFO : Epoch 1708 | loss: 0.0312276 | val_loss: 0.0312268 | Time: 3286.15 ms [2021-04-22 15:28:59 main:574] : INFO : Epoch 1709 | loss: 0.0312263 | val_loss: 0.0312237 | Time: 3269.07 ms [2021-04-22 15:29:03 main:574] : INFO : Epoch 1710 | loss: 0.0312239 | val_loss: 0.0312219 | Time: 3571.77 ms [2021-04-22 15:29:07 main:574] : INFO : Epoch 1711 | loss: 0.031224 | val_loss: 0.0312237 | Time: 3408.05 ms [2021-04-22 15:29:10 main:574] : INFO : Epoch 1712 | loss: 0.0312258 | val_loss: 0.0312226 | Time: 3110.86 ms [2021-04-22 15:29:13 main:574] : INFO : Epoch 1713 | loss: 0.0312233 | val_loss: 0.0312216 | Time: 3584.95 ms [2021-04-22 15:29:17 main:574] : INFO : Epoch 1714 | loss: 0.0312237 | val_loss: 0.0312229 | Time: 3333.8 ms [2021-04-22 15:29:20 main:574] : INFO : Epoch 1715 | loss: 0.0312236 | val_loss: 0.0312208 | Time: 3155.38 ms [2021-04-22 15:29:24 main:574] : INFO : Epoch 1716 | loss: 0.0312261 | val_loss: 0.031224 | Time: 3759.89 ms [2021-04-22 15:29:27 main:574] : INFO : Epoch 1717 | loss: 0.0312236 | val_loss: 0.0312209 | Time: 3604.11 ms [2021-04-22 15:29:31 main:574] : INFO : Epoch 1718 | loss: 0.0312244 | val_loss: 0.0312216 | Time: 3202.57 ms [2021-04-22 15:29:34 main:574] : INFO : Epoch 1719 | loss: 0.0312271 | val_loss: 0.0312309 | Time: 3618.32 ms [2021-04-22 15:29:38 main:574] : INFO : Epoch 1720 | loss: 0.0312267 | val_loss: 0.0312216 | Time: 3365.07 ms [2021-04-22 15:29:41 main:574] : INFO : Epoch 1721 | loss: 0.0312245 | val_loss: 0.031227 | Time: 3447.06 ms [2021-04-22 15:29:45 main:574] : INFO : Epoch 1722 | loss: 0.0312249 | val_loss: 0.0312239 | Time: 3548.67 ms [2021-04-22 15:29:48 main:574] : INFO : Epoch 1723 | loss: 0.0312232 | val_loss: 0.0312207 | Time: 3216.6 ms [2021-04-22 15:29:52 main:574] : INFO : Epoch 1724 | loss: 0.0312237 | val_loss: 0.0312241 | Time: 3969.74 ms [2021-04-22 15:29:56 main:574] : INFO : Epoch 1725 | loss: 0.0312243 | val_loss: 0.0312209 | Time: 3989.99 ms [2021-04-22 15:29:59 main:574] : INFO : Epoch 1726 | loss: 0.0312308 | val_loss: 0.0312228 | Time: 3196.46 ms [2021-04-22 15:30:03 main:574] : INFO : Epoch 1727 | loss: 0.0312307 | val_loss: 0.0312274 | Time: 3719.28 ms [2021-04-22 15:30:07 main:574] : INFO : Epoch 1728 | loss: 0.0312254 | val_loss: 0.0312228 | Time: 3566.16 ms [2021-04-22 15:30:10 main:574] : INFO : Epoch 1729 | loss: 0.0312246 | val_loss: 0.0312237 | Time: 3093.18 ms [2021-04-22 15:30:14 main:574] : INFO : Epoch 1730 | loss: 0.0312247 | val_loss: 0.031228 | Time: 3739.75 ms [2021-04-22 15:30:17 main:574] : INFO : Epoch 1731 | loss: 0.0312256 | val_loss: 0.0312226 | Time: 3706 ms [2021-04-22 15:30:21 main:574] : INFO : Epoch 1732 | loss: 0.0312227 | val_loss: 0.0312235 | Time: 3256.43 ms [2021-04-22 15:30:24 main:574] : INFO : Epoch 1733 | loss: 0.0312225 | val_loss: 0.0312229 | Time: 3481.23 ms [2021-04-22 15:30:28 main:574] : INFO : Epoch 1734 | loss: 0.0312233 | val_loss: 0.0312247 | Time: 3400.93 ms [2021-04-22 15:30:31 main:574] : INFO : Epoch 1735 | loss: 0.0312246 | val_loss: 0.0312213 | Time: 3204.42 ms [2021-04-22 15:30:34 main:574] : INFO : Epoch 1736 | loss: 0.0312225 | val_loss: 0.0312212 | Time: 3416.89 ms [2021-04-22 15:30:38 main:574] : INFO : Epoch 1737 | loss: 0.0312259 | val_loss: 0.0312265 | Time: 3305 ms [2021-04-22 15:30:41 main:574] : INFO : Epoch 1738 | loss: 0.0312244 | val_loss: 0.0312212 | Time: 3102.02 ms [2021-04-22 15:30:44 main:574] : INFO : Epoch 1739 | loss: 0.0312241 | val_loss: 0.0312198 | Time: 3588.44 ms [2021-04-22 15:30:48 main:574] : INFO : Epoch 1740 | loss: 0.031222 | val_loss: 0.0312281 | Time: 3119.23 ms [2021-04-22 15:30:51 main:574] : INFO : Epoch 1741 | loss: 0.0312235 | val_loss: 0.0312242 | Time: 3312.55 ms [2021-04-22 15:30:54 main:574] : INFO : Epoch 1742 | loss: 0.0312229 | val_loss: 0.0312214 | Time: 3229.38 ms [2021-04-22 15:30:58 main:574] : INFO : Epoch 1743 | loss: 0.0312214 | val_loss: 0.0312228 | Time: 3379.48 ms [2021-04-22 15:31:01 main:574] : INFO : Epoch 1744 | loss: 0.0312225 | val_loss: 0.0312236 | Time: 3246.61 ms [2021-04-22 15:31:05 main:574] : INFO : Epoch 1745 | loss: 0.0312225 | val_loss: 0.0312271 | Time: 3685.05 ms [2021-04-22 15:31:08 main:574] : INFO : Epoch 1746 | loss: 0.0312236 | val_loss: 0.0312187 | Time: 3124.92 ms [2021-04-22 15:31:11 main:574] : INFO : Epoch 1747 | loss: 0.0312218 | val_loss: 0.03122 | Time: 3098.39 ms [2021-04-22 15:31:15 main:574] : INFO : Epoch 1748 | loss: 0.0312236 | val_loss: 0.0312269 | Time: 3569.14 ms [2021-04-22 15:31:18 main:574] : INFO : Epoch 1749 | loss: 0.0312231 | val_loss: 0.0312191 | Time: 3346.25 ms [2021-04-22 15:31:22 main:574] : INFO : Epoch 1750 | loss: 0.0312211 | val_loss: 0.0312232 | Time: 3641.87 ms [2021-04-22 15:31:25 main:574] : INFO : Epoch 1751 | loss: 0.0312216 | val_loss: 0.0312193 | Time: 3571.6 ms [2021-04-22 15:31:28 main:574] : INFO : Epoch 1752 | loss: 0.0312238 | val_loss: 0.0312293 | Time: 3112.7 ms [2021-04-22 15:31:32 main:574] : INFO : Epoch 1753 | loss: 0.0312291 | val_loss: 0.0312259 | Time: 3456.05 ms [2021-04-22 15:31:35 main:574] : INFO : Epoch 1754 | loss: 0.0312273 | val_loss: 0.0312204 | Time: 3390.05 ms [2021-04-22 15:31:38 main:574] : INFO : Epoch 1755 | loss: 0.0312229 | val_loss: 0.0312211 | Time: 3019.68 ms [2021-04-22 15:31:42 main:574] : INFO : Epoch 1756 | loss: 0.0312222 | val_loss: 0.0312211 | Time: 3517.76 ms [2021-04-22 15:31:46 main:574] : INFO : Epoch 1757 | loss: 0.0312242 | val_loss: 0.0312187 | Time: 3595.74 ms [2021-04-22 15:31:49 main:574] : INFO : Epoch 1758 | loss: 0.0312256 | val_loss: 0.0312219 | Time: 3367.62 ms [2021-04-22 15:31:53 main:574] : INFO : Epoch 1759 | loss: 0.031223 | val_loss: 0.0312212 | Time: 3603.35 ms [2021-04-22 15:31:56 main:574] : INFO : Epoch 1760 | loss: 0.0312225 | val_loss: 0.0312212 | Time: 3572.3 ms [2021-04-22 15:31:59 main:574] : INFO : Epoch 1761 | loss: 0.0312223 | val_loss: 0.0312196 | Time: 3092.81 ms [2021-04-22 15:32:04 main:574] : INFO : Epoch 1762 | loss: 0.0312224 | val_loss: 0.031228 | Time: 3925.07 ms [2021-04-22 15:32:07 main:574] : INFO : Epoch 1763 | loss: 0.031224 | val_loss: 0.031231 | Time: 3654.18 ms [2021-04-22 15:32:10 main:574] : INFO : Epoch 1764 | loss: 0.0312254 | val_loss: 0.0312245 | Time: 3047.54 ms [2021-04-22 15:32:14 main:574] : INFO : Epoch 1765 | loss: 0.0312213 | val_loss: 0.0312185 | Time: 3703.32 ms [2021-04-22 15:32:17 main:574] : INFO : Epoch 1766 | loss: 0.0312204 | val_loss: 0.0312249 | Time: 3420.97 ms [2021-04-22 15:32:21 main:574] : INFO : Epoch 1767 | loss: 0.0312221 | val_loss: 0.0312178 | Time: 3113.89 ms [2021-04-22 15:32:24 main:574] : INFO : Epoch 1768 | loss: 0.0312232 | val_loss: 0.0312205 | Time: 3527.06 ms [2021-04-22 15:32:28 main:574] : INFO : Epoch 1769 | loss: 0.0312219 | val_loss: 0.0312205 | Time: 3453.95 ms [2021-04-22 15:32:31 main:574] : INFO : Epoch 1770 | loss: 0.0312218 | val_loss: 0.0312185 | Time: 3287.79 ms [2021-04-22 15:32:35 main:574] : INFO : Epoch 1771 | loss: 0.0312231 | val_loss: 0.0312254 | Time: 3564.95 ms [2021-04-22 15:32:38 main:574] : INFO : Epoch 1772 | loss: 0.0312242 | val_loss: 0.0312208 | Time: 3421.26 ms [2021-04-22 15:32:42 main:574] : INFO : Epoch 1773 | loss: 0.0312221 | val_loss: 0.0312181 | Time: 3542.87 ms [2021-04-22 15:32:45 main:574] : INFO : Epoch 1774 | loss: 0.0312225 | val_loss: 0.0312224 | Time: 3643.38 ms [2021-04-22 15:32:49 main:574] : INFO : Epoch 1775 | loss: 0.0312245 | val_loss: 0.0312408 | Time: 3172.46 ms [2021-04-22 15:32:52 main:574] : INFO : Epoch 1776 | loss: 0.0312268 | val_loss: 0.0312219 | Time: 3611.08 ms [2021-04-22 15:32:56 main:574] : INFO : Epoch 1777 | loss: 0.0312233 | val_loss: 0.0312202 | Time: 3605.53 ms [2021-04-22 15:32:59 main:574] : INFO : Epoch 1778 | loss: 0.0312209 | val_loss: 0.031218 | Time: 3168.77 ms [2021-04-22 15:33:03 main:574] : INFO : Epoch 1779 | loss: 0.0312205 | val_loss: 0.0312206 | Time: 3530.15 ms [2021-04-22 15:33:06 main:574] : INFO : Epoch 1780 | loss: 0.031224 | val_loss: 0.0312209 | Time: 3596.7 ms [2021-04-22 15:33:09 main:574] : INFO : Epoch 1781 | loss: 0.0312209 | val_loss: 0.0312181 | Time: 3133.64 ms [2021-04-22 15:33:13 main:574] : INFO : Epoch 1782 | loss: 0.0312213 | val_loss: 0.0312187 | Time: 3531.49 ms [2021-04-22 15:33:17 main:574] : INFO : Epoch 1783 | loss: 0.0312222 | val_loss: 0.0312205 | Time: 3852.76 ms [2021-04-22 15:33:20 main:574] : INFO : Epoch 1784 | loss: 0.0312225 | val_loss: 0.0312203 | Time: 3163.94 ms [2021-04-22 15:33:24 main:574] : INFO : Epoch 1785 | loss: 0.0312206 | val_loss: 0.0312177 | Time: 3714.98 ms [2021-04-22 15:33:27 main:574] : INFO : Epoch 1786 | loss: 0.0312198 | val_loss: 0.0312177 | Time: 3556.18 ms [2021-04-22 15:33:31 main:574] : INFO : Epoch 1787 | loss: 0.0312194 | val_loss: 0.0312168 | Time: 3101.71 ms [2021-04-22 15:33:34 main:574] : INFO : Epoch 1788 | loss: 0.0312205 | val_loss: 0.0312199 | Time: 3816.45 ms [2021-04-22 15:33:38 main:574] : INFO : Epoch 1789 | loss: 0.0312252 | val_loss: 0.0312196 | Time: 3524.46 ms [2021-04-22 15:33:41 main:574] : INFO : Epoch 1790 | loss: 0.031223 | val_loss: 0.031219 | Time: 3176.8 ms [2021-04-22 15:33:45 main:574] : INFO : Epoch 1791 | loss: 0.0312228 | val_loss: 0.0312241 | Time: 3836.38 ms [2021-04-22 15:33:48 main:574] : INFO : Epoch 1792 | loss: 0.0312245 | val_loss: 0.0312199 | Time: 3202.55 ms [2021-04-22 15:33:52 main:574] : INFO : Epoch 1793 | loss: 0.031223 | val_loss: 0.0312188 | Time: 3456.28 ms [2021-04-22 15:33:55 main:574] : INFO : Epoch 1794 | loss: 0.0312207 | val_loss: 0.0312174 | Time: 3557 ms [2021-04-22 15:33:59 main:574] : INFO : Epoch 1795 | loss: 0.0312201 | val_loss: 0.0312174 | Time: 3149.55 ms [2021-04-22 15:34:02 main:574] : INFO : Epoch 1796 | loss: 0.0312213 | val_loss: 0.0312196 | Time: 3573.74 ms [2021-04-22 15:34:06 main:574] : INFO : Epoch 1797 | loss: 0.0312232 | val_loss: 0.0312264 | Time: 3654.25 ms [2021-04-22 15:34:09 main:574] : INFO : Epoch 1798 | loss: 0.0312307 | val_loss: 0.0312238 | Time: 3225.69 ms [2021-04-22 15:34:13 main:574] : INFO : Epoch 1799 | loss: 0.0312252 | val_loss: 0.0312266 | Time: 3597.86 ms [2021-04-22 15:34:16 main:574] : INFO : Epoch 1800 | loss: 0.0312237 | val_loss: 0.0312188 | Time: 3631 ms [2021-04-22 15:34:20 main:574] : INFO : Epoch 1801 | loss: 0.0312218 | val_loss: 0.0312185 | Time: 3522.94 ms [2021-04-22 15:34:24 main:574] : INFO : Epoch 1802 | loss: 0.0312222 | val_loss: 0.0312227 | Time: 3766.28 ms [2021-04-22 15:34:28 main:574] : INFO : Epoch 1803 | loss: 0.0312242 | val_loss: 0.0312183 | Time: 3754.31 ms [2021-04-22 15:34:31 main:574] : INFO : Epoch 1804 | loss: 0.0312207 | val_loss: 0.0312195 | Time: 3106.28 ms [2021-04-22 15:34:34 main:574] : INFO : Epoch 1805 | loss: 0.0312234 | val_loss: 0.0312206 | Time: 3519.74 ms [2021-04-22 15:34:38 main:574] : INFO : Epoch 1806 | loss: 0.0312229 | val_loss: 0.0312187 | Time: 3348.55 ms [2021-04-22 15:34:41 main:574] : INFO : Epoch 1807 | loss: 0.0312215 | val_loss: 0.0312176 | Time: 2976.82 ms [2021-04-22 15:34:44 main:574] : INFO : Epoch 1808 | loss: 0.0312205 | val_loss: 0.0312181 | Time: 3319.57 ms [2021-04-22 15:34:48 main:574] : INFO : Epoch 1809 | loss: 0.0312239 | val_loss: 0.0312189 | Time: 3612.87 ms [2021-04-22 15:34:51 main:574] : INFO : Epoch 1810 | loss: 0.031221 | val_loss: 0.0312174 | Time: 3301.76 ms [2021-04-22 15:34:55 main:574] : INFO : Epoch 1811 | loss: 0.0312195 | val_loss: 0.0312219 | Time: 3510.23 ms [2021-04-22 15:34:58 main:574] : INFO : Epoch 1812 | loss: 0.0312251 | val_loss: 0.0312218 | Time: 3594.83 ms [2021-04-22 15:35:02 main:574] : INFO : Epoch 1813 | loss: 0.031223 | val_loss: 0.031218 | Time: 3367.82 ms [2021-04-22 15:35:05 main:574] : INFO : Epoch 1814 | loss: 0.0312199 | val_loss: 0.0312208 | Time: 3756.6 ms [2021-04-22 15:35:09 main:574] : INFO : Epoch 1815 | loss: 0.0312215 | val_loss: 0.0312184 | Time: 3326.67 ms [2021-04-22 15:35:12 main:574] : INFO : Epoch 1816 | loss: 0.0312214 | val_loss: 0.031217 | Time: 3547 ms [2021-04-22 15:35:16 main:574] : INFO : Epoch 1817 | loss: 0.0312206 | val_loss: 0.0312173 | Time: 3474.68 ms [2021-04-22 15:35:19 main:574] : INFO : Epoch 1818 | loss: 0.0312197 | val_loss: 0.0312164 | Time: 3080.34 ms [2021-04-22 15:35:23 main:574] : INFO : Epoch 1819 | loss: 0.0312199 | val_loss: 0.0312166 | Time: 3635.87 ms [2021-04-22 15:35:27 main:574] : INFO : Epoch 1820 | loss: 0.0312199 | val_loss: 0.0312175 | Time: 3706.37 ms [2021-04-22 15:35:30 main:574] : INFO : Epoch 1821 | loss: 0.0312252 | val_loss: 0.0312191 | Time: 3274.69 ms [2021-04-22 15:35:34 main:574] : INFO : Epoch 1822 | loss: 0.0312202 | val_loss: 0.0312168 | Time: 3657.65 ms [2021-04-22 15:35:37 main:574] : INFO : Epoch 1823 | loss: 0.0312208 | val_loss: 0.0312219 | Time: 3429.77 ms [2021-04-22 15:35:40 main:574] : INFO : Epoch 1824 | loss: 0.0312204 | val_loss: 0.0312162 | Time: 3121.72 ms [2021-04-22 15:35:44 main:574] : INFO : Epoch 1825 | loss: 0.0312213 | val_loss: 0.0312221 | Time: 3416.43 ms [2021-04-22 15:35:47 main:574] : INFO : Epoch 1826 | loss: 0.0312234 | val_loss: 0.0312192 | Time: 3642.34 ms [2021-04-22 15:35:51 main:574] : INFO : Epoch 1827 | loss: 0.0312209 | val_loss: 0.0312194 | Time: 3153.1 ms [2021-04-22 15:35:54 main:574] : INFO : Epoch 1828 | loss: 0.0312197 | val_loss: 0.0312231 | Time: 3626.89 ms [2021-04-22 15:35:58 main:574] : INFO : Epoch 1829 | loss: 0.031223 | val_loss: 0.0312222 | Time: 3524.88 ms [2021-04-22 15:36:01 main:574] : INFO : Epoch 1830 | loss: 0.0312222 | val_loss: 0.0312224 | Time: 3070.61 ms [2021-04-22 15:36:04 main:574] : INFO : Epoch 1831 | loss: 0.0312253 | val_loss: 0.0312289 | Time: 3441.79 ms [2021-04-22 15:36:08 main:574] : INFO : Epoch 1832 | loss: 0.0312225 | val_loss: 0.0312212 | Time: 3373.79 ms [2021-04-22 15:36:11 main:574] : INFO : Epoch 1833 | loss: 0.0312219 | val_loss: 0.0312218 | Time: 3240.1 ms [2021-04-22 15:36:15 main:574] : INFO : Epoch 1834 | loss: 0.0312205 | val_loss: 0.0312184 | Time: 3693.49 ms [2021-04-22 15:36:18 main:574] : INFO : Epoch 1835 | loss: 0.0312213 | val_loss: 0.0312174 | Time: 3370.89 ms [2021-04-22 15:36:22 main:574] : INFO : Epoch 1836 | loss: 0.0312207 | val_loss: 0.0312172 | Time: 3341.24 ms [2021-04-22 15:36:25 main:574] : INFO : Epoch 1837 | loss: 0.0312196 | val_loss: 0.0312164 | Time: 3700.26 ms [2021-04-22 15:36:29 main:574] : INFO : Epoch 1838 | loss: 0.0312204 | val_loss: 0.0312165 | Time: 3420.57 ms [2021-04-22 15:36:33 main:574] : INFO : Epoch 1839 | loss: 0.0312191 | val_loss: 0.0312166 | Time: 3842.9 ms [2021-04-22 15:36:36 main:574] : INFO : Epoch 1840 | loss: 0.0312193 | val_loss: 0.0312217 | Time: 3528.1 ms [2021-04-22 15:36:39 main:574] : INFO : Epoch 1841 | loss: 0.0312206 | val_loss: 0.0312189 | Time: 3110.31 ms [2021-04-22 15:36:43 main:574] : INFO : Epoch 1842 | loss: 0.0312202 | val_loss: 0.0312165 | Time: 3701.13 ms [2021-04-22 15:36:47 main:574] : INFO : Epoch 1843 | loss: 0.0312194 | val_loss: 0.0312286 | Time: 4020.91 ms [2021-04-22 15:36:51 main:574] : INFO : Epoch 1844 | loss: 0.0312207 | val_loss: 0.0312185 | Time: 3328.25 ms [2021-04-22 15:36:54 main:574] : INFO : Epoch 1845 | loss: 0.0312214 | val_loss: 0.0312203 | Time: 3509.14 ms [2021-04-22 15:36:58 main:574] : INFO : Epoch 1846 | loss: 0.0312235 | val_loss: 0.03122 | Time: 3748.07 ms [2021-04-22 15:37:01 main:574] : INFO : Epoch 1847 | loss: 0.0312202 | val_loss: 0.0312161 | Time: 3382.59 ms [2021-04-22 15:37:05 main:574] : INFO : Epoch 1848 | loss: 0.0312197 | val_loss: 0.0312191 | Time: 3608.49 ms [2021-04-22 15:37:09 main:574] : INFO : Epoch 1849 | loss: 0.0312195 | val_loss: 0.0312174 | Time: 3432.9 ms [2021-04-22 15:37:12 main:574] : INFO : Epoch 1850 | loss: 0.0312228 | val_loss: 0.0312215 | Time: 3381.16 ms [2021-04-22 15:37:16 main:574] : INFO : Epoch 1851 | loss: 0.0312215 | val_loss: 0.0312175 | Time: 3553.18 ms [2021-04-22 15:37:19 main:574] : INFO : Epoch 1852 | loss: 0.03122 | val_loss: 0.0312186 | Time: 3102.1 ms [2021-04-22 15:37:23 main:574] : INFO : Epoch 1853 | loss: 0.0312238 | val_loss: 0.0312172 | Time: 3563.25 ms [2021-04-22 15:37:26 main:574] : INFO : Epoch 1854 | loss: 0.0312223 | val_loss: 0.0312205 | Time: 3699.17 ms [2021-04-22 15:37:29 main:574] : INFO : Epoch 1855 | loss: 0.0312213 | val_loss: 0.0312167 | Time: 3178.32 ms [2021-04-22 15:37:33 main:574] : INFO : Epoch 1856 | loss: 0.0312219 | val_loss: 0.0312194 | Time: 3454.49 ms [2021-04-22 15:37:37 main:574] : INFO : Epoch 1857 | loss: 0.0312211 | val_loss: 0.0312172 | Time: 3577.96 ms [2021-04-22 15:37:40 main:574] : INFO : Epoch 1858 | loss: 0.0312231 | val_loss: 0.0312212 | Time: 3315.48 ms [2021-04-22 15:37:43 main:574] : INFO : Epoch 1859 | loss: 0.0312269 | val_loss: 0.0312248 | Time: 3422.11 ms [2021-04-22 15:37:47 main:574] : INFO : Epoch 1860 | loss: 0.0312232 | val_loss: 0.0312225 | Time: 3801.56 ms [2021-04-22 15:37:51 main:574] : INFO : Epoch 1861 | loss: 0.031221 | val_loss: 0.0312178 | Time: 3242.55 ms [2021-04-22 15:37:54 main:574] : INFO : Epoch 1862 | loss: 0.0312194 | val_loss: 0.0312169 | Time: 3491.78 ms [2021-04-22 15:37:58 main:574] : INFO : Epoch 1863 | loss: 0.0312192 | val_loss: 0.0312169 | Time: 3599.58 ms [2021-04-22 15:38:01 main:574] : INFO : Epoch 1864 | loss: 0.0312225 | val_loss: 0.0312183 | Time: 3145.98 ms [2021-04-22 15:38:05 main:574] : INFO : Epoch 1865 | loss: 0.0312213 | val_loss: 0.0312167 | Time: 3625.47 ms [2021-04-22 15:38:08 main:574] : INFO : Epoch 1866 | loss: 0.0312259 | val_loss: 0.0312221 | Time: 3549.09 ms [2021-04-22 15:38:11 main:574] : INFO : Epoch 1867 | loss: 0.0312214 | val_loss: 0.0312166 | Time: 3166.52 ms [2021-04-22 15:38:15 main:574] : INFO : Epoch 1868 | loss: 0.0312217 | val_loss: 0.0312182 | Time: 3691.65 ms [2021-04-22 15:38:19 main:574] : INFO : Epoch 1869 | loss: 0.0312215 | val_loss: 0.0312174 | Time: 3441.16 ms [2021-04-22 15:38:22 main:574] : INFO : Epoch 1870 | loss: 0.0312202 | val_loss: 0.0312189 | Time: 3403.88 ms [2021-04-22 15:38:26 main:574] : INFO : Epoch 1871 | loss: 0.0312214 | val_loss: 0.0312166 | Time: 3791.37 ms [2021-04-22 15:38:29 main:574] : INFO : Epoch 1872 | loss: 0.0312214 | val_loss: 0.0312224 | Time: 3192.45 ms [2021-04-22 15:38:33 main:574] : INFO : Epoch 1873 | loss: 0.0312211 | val_loss: 0.0312182 | Time: 3631.32 ms [2021-04-22 15:38:36 main:574] : INFO : Epoch 1874 | loss: 0.0312211 | val_loss: 0.031221 | Time: 3599.99 ms [2021-04-22 15:38:40 main:574] : INFO : Epoch 1875 | loss: 0.0312214 | val_loss: 0.0312178 | Time: 3385.85 ms [2021-04-22 15:38:43 main:574] : INFO : Epoch 1876 | loss: 0.0312233 | val_loss: 0.0312178 | Time: 3524.28 ms [2021-04-22 15:38:47 main:574] : INFO : Epoch 1877 | loss: 0.0312195 | val_loss: 0.0312178 | Time: 3611.12 ms [2021-04-22 15:38:50 main:574] : INFO : Epoch 1878 | loss: 0.0312199 | val_loss: 0.0312163 | Time: 3172.13 ms [2021-04-22 15:38:54 main:574] : INFO : Epoch 1879 | loss: 0.0312197 | val_loss: 0.0312156 | Time: 3755.69 ms [2021-04-22 15:38:58 main:574] : INFO : Epoch 1880 | loss: 0.0312206 | val_loss: 0.0312199 | Time: 3557.13 ms [2021-04-22 15:39:01 main:574] : INFO : Epoch 1881 | loss: 0.0312231 | val_loss: 0.0312169 | Time: 3159.72 ms [2021-04-22 15:39:05 main:574] : INFO : Epoch 1882 | loss: 0.0312198 | val_loss: 0.0312177 | Time: 3549.7 ms [2021-04-22 15:39:08 main:574] : INFO : Epoch 1883 | loss: 0.0312195 | val_loss: 0.0312169 | Time: 3565.6 ms [2021-04-22 15:39:12 main:574] : INFO : Epoch 1884 | loss: 0.0312207 | val_loss: 0.031217 | Time: 3203.09 ms [2021-04-22 15:39:15 main:574] : INFO : Epoch 1885 | loss: 0.0312224 | val_loss: 0.0312212 | Time: 3745.87 ms [2021-04-22 15:39:19 main:574] : INFO : Epoch 1886 | loss: 0.0312245 | val_loss: 0.0312209 | Time: 3239.58 ms [2021-04-22 15:39:22 main:574] : INFO : Epoch 1887 | loss: 0.03122 | val_loss: 0.0312161 | Time: 3204 ms [2021-04-22 15:39:25 main:574] : INFO : Epoch 1888 | loss: 0.0312196 | val_loss: 0.0312172 | Time: 3527.82 ms [2021-04-22 15:39:29 main:574] : INFO : Epoch 1889 | loss: 0.0312266 | val_loss: 0.0312224 | Time: 3313.1 ms [2021-04-22 15:39:32 main:574] : INFO : Epoch 1890 | loss: 0.0312228 | val_loss: 0.0312215 | Time: 3397.61 ms [2021-04-22 15:39:36 main:574] : INFO : Epoch 1891 | loss: 0.0312222 | val_loss: 0.0312243 | Time: 4056.07 ms [2021-04-22 15:39:40 main:574] : INFO : Epoch 1892 | loss: 0.0312229 | val_loss: 0.0312191 | Time: 3198.51 ms [2021-04-22 15:39:43 main:574] : INFO : Epoch 1893 | loss: 0.0312247 | val_loss: 0.0312207 | Time: 3770.84 ms [2021-04-22 15:39:47 main:574] : INFO : Epoch 1894 | loss: 0.0312222 | val_loss: 0.0312216 | Time: 3431.28 ms [2021-04-22 15:39:50 main:574] : INFO : Epoch 1895 | loss: 0.0312231 | val_loss: 0.0312219 | Time: 3046.9 ms [2021-04-22 15:39:53 main:574] : INFO : Epoch 1896 | loss: 0.0312245 | val_loss: 0.0312176 | Time: 3455.76 ms [2021-04-22 15:39:57 main:574] : INFO : Epoch 1897 | loss: 0.0312217 | val_loss: 0.0312305 | Time: 3598.82 ms [2021-04-22 15:40:00 main:574] : INFO : Epoch 1898 | loss: 0.0312232 | val_loss: 0.0312182 | Time: 3330.37 ms [2021-04-22 15:40:04 main:574] : INFO : Epoch 1899 | loss: 0.0312202 | val_loss: 0.0312194 | Time: 3640.64 ms [2021-04-22 15:40:08 main:574] : INFO : Epoch 1900 | loss: 0.0312219 | val_loss: 0.0312185 | Time: 3579.23 ms [2021-04-22 15:40:11 main:574] : INFO : Epoch 1901 | loss: 0.0312205 | val_loss: 0.0312194 | Time: 3105.43 ms [2021-04-22 15:40:15 main:574] : INFO : Epoch 1902 | loss: 0.0312207 | val_loss: 0.0312168 | Time: 3528.8 ms [2021-04-22 15:40:18 main:574] : INFO : Epoch 1903 | loss: 0.0312201 | val_loss: 0.0312171 | Time: 3448.51 ms [2021-04-22 15:40:21 main:574] : INFO : Epoch 1904 | loss: 0.0312206 | val_loss: 0.0312176 | Time: 3098.94 ms [2021-04-22 15:40:25 main:574] : INFO : Epoch 1905 | loss: 0.0312205 | val_loss: 0.0312192 | Time: 3729.43 ms [2021-04-22 15:40:29 main:574] : INFO : Epoch 1906 | loss: 0.0312202 | val_loss: 0.0312185 | Time: 3331.91 ms [2021-04-22 15:40:32 main:574] : INFO : Epoch 1907 | loss: 0.0312192 | val_loss: 0.031217 | Time: 3508.39 ms [2021-04-22 15:40:36 main:574] : INFO : Epoch 1908 | loss: 0.0312194 | val_loss: 0.0312201 | Time: 3542.89 ms [2021-04-22 15:40:39 main:574] : INFO : Epoch 1909 | loss: 0.031222 | val_loss: 0.0312223 | Time: 3332.18 ms [2021-04-22 15:40:42 main:574] : INFO : Epoch 1910 | loss: 0.0312229 | val_loss: 0.0312166 | Time: 3348.11 ms [2021-04-22 15:40:46 main:574] : INFO : Epoch 1911 | loss: 0.0312222 | val_loss: 0.0312192 | Time: 3481.48 ms [2021-04-22 15:40:49 main:574] : INFO : Epoch 1912 | loss: 0.0312265 | val_loss: 0.0312189 | Time: 3113.66 ms [2021-04-22 15:40:53 main:574] : INFO : Epoch 1913 | loss: 0.0312233 | val_loss: 0.0312202 | Time: 3380.09 ms [2021-04-22 15:40:56 main:574] : INFO : Epoch 1914 | loss: 0.0312217 | val_loss: 0.0312169 | Time: 3592.43 ms [2021-04-22 15:41:00 main:574] : INFO : Epoch 1915 | loss: 0.0312195 | val_loss: 0.0312187 | Time: 3319.64 ms [2021-04-22 15:41:03 main:574] : INFO : Epoch 1916 | loss: 0.0312215 | val_loss: 0.0312196 | Time: 3405.28 ms [2021-04-22 15:41:07 main:574] : INFO : Epoch 1917 | loss: 0.0312209 | val_loss: 0.0312159 | Time: 3608.94 ms [2021-04-22 15:41:10 main:574] : INFO : Epoch 1918 | loss: 0.0312193 | val_loss: 0.0312165 | Time: 3409.33 ms [2021-04-22 15:41:14 main:574] : INFO : Epoch 1919 | loss: 0.031222 | val_loss: 0.0312253 | Time: 3589.17 ms [2021-04-22 15:41:17 main:574] : INFO : Epoch 1920 | loss: 0.0312208 | val_loss: 0.0312163 | Time: 3368.72 ms [2021-04-22 15:41:20 main:574] : INFO : Epoch 1921 | loss: 0.0312222 | val_loss: 0.03122 | Time: 3166.81 ms [2021-04-22 15:41:24 main:574] : INFO : Epoch 1922 | loss: 0.0312204 | val_loss: 0.0312172 | Time: 3788.39 ms [2021-04-22 15:41:28 main:574] : INFO : Epoch 1923 | loss: 0.0312197 | val_loss: 0.0312172 | Time: 3886.73 ms [2021-04-22 15:41:32 main:574] : INFO : Epoch 1924 | loss: 0.0312211 | val_loss: 0.031219 | Time: 3414.14 ms [2021-04-22 15:41:35 main:574] : INFO : Epoch 1925 | loss: 0.0312206 | val_loss: 0.0312162 | Time: 3584.59 ms [2021-04-22 15:41:39 main:574] : INFO : Epoch 1926 | loss: 0.0312208 | val_loss: 0.0312213 | Time: 3473.01 ms [2021-04-22 15:41:43 main:574] : INFO : Epoch 1927 | loss: 0.0312226 | val_loss: 0.0312259 | Time: 3570.73 ms [2021-04-22 15:41:46 main:574] : INFO : Epoch 1928 | loss: 0.0312235 | val_loss: 0.0312183 | Time: 3505.39 ms [2021-04-22 15:41:49 main:574] : INFO : Epoch 1929 | loss: 0.0312206 | val_loss: 0.0312197 | Time: 3206.51 ms [2021-04-22 15:41:53 main:574] : INFO : Epoch 1930 | loss: 0.0312223 | val_loss: 0.0312215 | Time: 3212.59 ms [2021-04-22 15:41:56 main:574] : INFO : Epoch 1931 | loss: 0.031223 | val_loss: 0.0312165 | Time: 3558.17 ms [2021-04-22 15:42:00 main:574] : INFO : Epoch 1932 | loss: 0.0312207 | val_loss: 0.0312183 | Time: 3321.83 ms [2021-04-22 15:42:03 main:574] : INFO : Epoch 1933 | loss: 0.0312195 | val_loss: 0.0312184 | Time: 3602.71 ms [2021-04-22 15:42:07 main:574] : INFO : Epoch 1934 | loss: 0.0312209 | val_loss: 0.0312172 | Time: 3900.31 ms [2021-04-22 15:42:10 main:574] : INFO : Epoch 1935 | loss: 0.0312197 | val_loss: 0.031223 | Time: 3202.7 ms [2021-04-22 15:42:14 main:574] : INFO : Epoch 1936 | loss: 0.0312198 | val_loss: 0.0312166 | Time: 3537.74 ms [2021-04-22 15:42:17 main:574] : INFO : Epoch 1937 | loss: 0.0312195 | val_loss: 0.0312258 | Time: 3419.89 ms [2021-04-22 15:42:21 main:574] : INFO : Epoch 1938 | loss: 0.0312216 | val_loss: 0.0312193 | Time: 3279.98 ms [2021-04-22 15:42:25 main:574] : INFO : Epoch 1939 | loss: 0.031221 | val_loss: 0.0312174 | Time: 3824.08 ms [2021-04-22 15:42:28 main:574] : INFO : Epoch 1940 | loss: 0.0312194 | val_loss: 0.0312165 | Time: 3575.69 ms [2021-04-22 15:42:32 main:574] : INFO : Epoch 1941 | loss: 0.0312201 | val_loss: 0.0312169 | Time: 3392.17 ms [2021-04-22 15:42:35 main:574] : INFO : Epoch 1942 | loss: 0.031219 | val_loss: 0.0312185 | Time: 3521.7 ms [2021-04-22 15:42:39 main:574] : INFO : Epoch 1943 | loss: 0.0312193 | val_loss: 0.0312176 | Time: 3492.49 ms [2021-04-22 15:42:42 main:574] : INFO : Epoch 1944 | loss: 0.031221 | val_loss: 0.0312265 | Time: 3244.97 ms [2021-04-22 15:42:45 main:574] : INFO : Epoch 1945 | loss: 0.0312213 | val_loss: 0.0312167 | Time: 3450.97 ms [2021-04-22 15:42:49 main:574] : INFO : Epoch 1946 | loss: 0.0312206 | val_loss: 0.0312227 | Time: 3381.12 ms [2021-04-22 15:42:52 main:574] : INFO : Epoch 1947 | loss: 0.0312211 | val_loss: 0.0312179 | Time: 3139.65 ms [2021-04-22 15:42:56 main:574] : INFO : Epoch 1948 | loss: 0.0312198 | val_loss: 0.0312163 | Time: 3617.46 ms [2021-04-22 15:42:59 main:574] : INFO : Epoch 1949 | loss: 0.0312199 | val_loss: 0.031219 | Time: 3310.65 ms [2021-04-22 15:43:03 main:574] : INFO : Epoch 1950 | loss: 0.031222 | val_loss: 0.0312267 | Time: 3405.92 ms [2021-04-22 15:43:06 main:574] : INFO : Epoch 1951 | loss: 0.0312237 | val_loss: 0.031224 | Time: 3668.42 ms [2021-04-22 15:43:10 main:574] : INFO : Epoch 1952 | loss: 0.0312255 | val_loss: 0.0312238 | Time: 3300.86 ms [2021-04-22 15:43:14 main:574] : INFO : Epoch 1953 | loss: 0.031222 | val_loss: 0.0312169 | Time: 4028.4 ms [2021-04-22 15:43:17 main:574] : INFO : Epoch 1954 | loss: 0.0312211 | val_loss: 0.0312184 | Time: 3444.2 ms [2021-04-22 15:43:20 main:574] : INFO : Epoch 1955 | loss: 0.0312231 | val_loss: 0.0312198 | Time: 3152.91 ms [2021-04-22 15:43:24 main:574] : INFO : Epoch 1956 | loss: 0.0312197 | val_loss: 0.0312163 | Time: 3481.17 ms [2021-04-22 15:43:28 main:574] : INFO : Epoch 1957 | loss: 0.0312196 | val_loss: 0.0312163 | Time: 3574 ms [2021-04-22 15:43:31 main:574] : INFO : Epoch 1958 | loss: 0.0312193 | val_loss: 0.0312163 | Time: 3150.1 ms [2021-04-22 15:43:34 main:574] : INFO : Epoch 1959 | loss: 0.0312194 | val_loss: 0.031217 | Time: 3673.64 ms [2021-04-22 15:43:38 main:574] : INFO : Epoch 1960 | loss: 0.03122 | val_loss: 0.0312225 | Time: 3908.91 ms [2021-04-22 15:43:42 main:574] : INFO : Epoch 1961 | loss: 0.0312219 | val_loss: 0.0312178 | Time: 3173.78 ms [2021-04-22 15:43:45 main:574] : INFO : Epoch 1962 | loss: 0.0312196 | val_loss: 0.0312188 | Time: 3521.99 ms [2021-04-22 15:43:49 main:574] : INFO : Epoch 1963 | loss: 0.0312219 | val_loss: 0.0312163 | Time: 3620.87 ms [2021-04-22 15:43:52 main:574] : INFO : Epoch 1964 | loss: 0.0312194 | val_loss: 0.0312169 | Time: 3213.87 ms [2021-04-22 15:43:55 main:574] : INFO : Epoch 1965 | loss: 0.0312195 | val_loss: 0.0312159 | Time: 3429.76 ms [2021-04-22 15:43:59 main:574] : INFO : Epoch 1966 | loss: 0.0312188 | val_loss: 0.0312174 | Time: 3449.51 ms [2021-04-22 15:44:02 main:574] : INFO : Epoch 1967 | loss: 0.0312245 | val_loss: 0.0312255 | Time: 3348.82 ms [2021-04-22 15:44:06 main:574] : INFO : Epoch 1968 | loss: 0.0312234 | val_loss: 0.0312176 | Time: 3567.66 ms [2021-04-22 15:44:09 main:574] : INFO : Epoch 1969 | loss: 0.0312198 | val_loss: 0.0312174 | Time: 3453.44 ms [2021-04-22 15:44:13 main:574] : INFO : Epoch 1970 | loss: 0.031219 | val_loss: 0.0312166 | Time: 3490.36 ms [2021-04-22 15:44:17 main:574] : INFO : Epoch 1971 | loss: 0.0312198 | val_loss: 0.031218 | Time: 3637.57 ms [2021-04-22 15:44:20 main:574] : INFO : Epoch 1972 | loss: 0.0312207 | val_loss: 0.0312162 | Time: 3254.47 ms [2021-04-22 15:44:24 main:574] : INFO : Epoch 1973 | loss: 0.0312207 | val_loss: 0.0312169 | Time: 3556.37 ms [2021-04-22 15:44:27 main:574] : INFO : Epoch 1974 | loss: 0.0312195 | val_loss: 0.0312164 | Time: 3618.77 ms [2021-04-22 15:44:31 main:574] : INFO : Epoch 1975 | loss: 0.031222 | val_loss: 0.0312198 | Time: 3196.31 ms [2021-04-22 15:44:34 main:574] : INFO : Epoch 1976 | loss: 0.031221 | val_loss: 0.0312195 | Time: 3687.56 ms [2021-04-22 15:44:38 main:574] : INFO : Epoch 1977 | loss: 0.0312203 | val_loss: 0.0312164 | Time: 3485.87 ms [2021-04-22 15:44:41 main:574] : INFO : Epoch 1978 | loss: 0.0312201 | val_loss: 0.0312203 | Time: 3101.78 ms [2021-04-22 15:44:45 main:574] : INFO : Epoch 1979 | loss: 0.0312225 | val_loss: 0.0312184 | Time: 3529.26 ms [2021-04-22 15:44:48 main:574] : INFO : Epoch 1980 | loss: 0.0312216 | val_loss: 0.0312176 | Time: 3432.48 ms [2021-04-22 15:44:51 main:574] : INFO : Epoch 1981 | loss: 0.0312214 | val_loss: 0.0312202 | Time: 3137.43 ms [2021-04-22 15:44:55 main:574] : INFO : Epoch 1982 | loss: 0.0312214 | val_loss: 0.0312189 | Time: 3495.79 ms [2021-04-22 15:44:59 main:574] : INFO : Epoch 1983 | loss: 0.0312213 | val_loss: 0.0312164 | Time: 3770.14 ms [2021-04-22 15:45:02 main:574] : INFO : Epoch 1984 | loss: 0.0312182 | val_loss: 0.0312159 | Time: 3113.56 ms [2021-04-22 15:45:05 main:574] : INFO : Epoch 1985 | loss: 0.0312198 | val_loss: 0.0312161 | Time: 3513.02 ms [2021-04-22 15:45:09 main:574] : INFO : Epoch 1986 | loss: 0.0312193 | val_loss: 0.0312186 | Time: 3498.17 ms [2021-04-22 15:45:12 main:574] : INFO : Epoch 1987 | loss: 0.031219 | val_loss: 0.0312166 | Time: 3222.42 ms [2021-04-22 15:45:16 main:574] : INFO : Epoch 1988 | loss: 0.0312186 | val_loss: 0.031216 | Time: 3604.87 ms [2021-04-22 15:45:19 main:574] : INFO : Epoch 1989 | loss: 0.031219 | val_loss: 0.0312241 | Time: 3416.35 ms [2021-04-22 15:45:23 main:574] : INFO : Epoch 1990 | loss: 0.0312237 | val_loss: 0.0312169 | Time: 3211.94 ms [2021-04-22 15:45:26 main:574] : INFO : Epoch 1991 | loss: 0.0312195 | val_loss: 0.0312161 | Time: 3737.86 ms [2021-04-22 15:45:30 main:574] : INFO : Epoch 1992 | loss: 0.0312241 | val_loss: 0.0312307 | Time: 3342.05 ms [2021-04-22 15:45:33 main:574] : INFO : Epoch 1993 | loss: 0.031224 | val_loss: 0.0312185 | Time: 3466.23 ms [2021-04-22 15:45:37 main:574] : INFO : Epoch 1994 | loss: 0.0312193 | val_loss: 0.0312179 | Time: 3612.66 ms [2021-04-22 15:45:40 main:574] : INFO : Epoch 1995 | loss: 0.0312191 | val_loss: 0.0312156 | Time: 3194.13 ms [2021-04-22 15:45:44 main:574] : INFO : Epoch 1996 | loss: 0.0312206 | val_loss: 0.0312195 | Time: 3761.59 ms [2021-04-22 15:45:48 main:574] : INFO : Epoch 1997 | loss: 0.0312207 | val_loss: 0.0312163 | Time: 3933.18 ms [2021-04-22 15:45:51 main:574] : INFO : Epoch 1998 | loss: 0.0312216 | val_loss: 0.0312244 | Time: 3076.83 ms [2021-04-22 15:45:55 main:574] : INFO : Epoch 1999 | loss: 0.0312206 | val_loss: 0.0312162 | Time: 3562.87 ms [2021-04-22 15:45:58 main:574] : INFO : Epoch 2000 | loss: 0.03122 | val_loss: 0.0312195 | Time: 3644.82 ms [2021-04-22 15:46:01 main:574] : INFO : Epoch 2001 | loss: 0.0312204 | val_loss: 0.0312158 | Time: 3033.97 ms [2021-04-22 15:46:05 main:574] : INFO : Epoch 2002 | loss: 0.0312208 | val_loss: 0.0312219 | Time: 3730.41 ms [2021-04-22 15:46:09 main:574] : INFO : Epoch 2003 | loss: 0.0312211 | val_loss: 0.03122 | Time: 3533.67 ms [2021-04-22 15:46:12 main:574] : INFO : Epoch 2004 | loss: 0.031223 | val_loss: 0.0312174 | Time: 2990.51 ms [2021-04-22 15:46:15 main:574] : INFO : Epoch 2005 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 3519.42 ms [2021-04-22 15:46:19 main:574] : INFO : Epoch 2006 | loss: 0.0312187 | val_loss: 0.0312161 | Time: 3546.02 ms [2021-04-22 15:46:22 main:574] : INFO : Epoch 2007 | loss: 0.0312193 | val_loss: 0.0312159 | Time: 3089.91 ms [2021-04-22 15:46:26 main:574] : INFO : Epoch 2008 | loss: 0.031219 | val_loss: 0.0312175 | Time: 3784.43 ms [2021-04-22 15:46:29 main:574] : INFO : Epoch 2009 | loss: 0.0312218 | val_loss: 0.0312185 | Time: 3421.5 ms [2021-04-22 15:46:32 main:574] : INFO : Epoch 2010 | loss: 0.0312205 | val_loss: 0.0312208 | Time: 3079.32 ms [2021-04-22 15:46:36 main:574] : INFO : Epoch 2011 | loss: 0.0312204 | val_loss: 0.031217 | Time: 3848.95 ms [2021-04-22 15:46:40 main:574] : INFO : Epoch 2012 | loss: 0.0312222 | val_loss: 0.0312209 | Time: 3383.21 ms [2021-04-22 15:46:43 main:574] : INFO : Epoch 2013 | loss: 0.0312233 | val_loss: 0.0312178 | Time: 3511.86 ms [2021-04-22 15:46:47 main:574] : INFO : Epoch 2014 | loss: 0.0312221 | val_loss: 0.0312198 | Time: 3780 ms [2021-04-22 15:46:50 main:574] : INFO : Epoch 2015 | loss: 0.0312214 | val_loss: 0.0312165 | Time: 3222.1 ms [2021-04-22 15:46:54 main:574] : INFO : Epoch 2016 | loss: 0.0312192 | val_loss: 0.0312159 | Time: 3539.35 ms [2021-04-22 15:46:58 main:574] : INFO : Epoch 2017 | loss: 0.0312208 | val_loss: 0.0312192 | Time: 3767.02 ms [2021-04-22 15:47:01 main:574] : INFO : Epoch 2018 | loss: 0.0312196 | val_loss: 0.0312162 | Time: 3358.92 ms [2021-04-22 15:47:05 main:574] : INFO : Epoch 2019 | loss: 0.0312203 | val_loss: 0.0312176 | Time: 3628.46 ms [2021-04-22 15:47:09 main:574] : INFO : Epoch 2020 | loss: 0.0312196 | val_loss: 0.0312196 | Time: 3622.64 ms [2021-04-22 15:47:12 main:574] : INFO : Epoch 2021 | loss: 0.0312209 | val_loss: 0.0312163 | Time: 3043.97 ms [2021-04-22 15:47:16 main:574] : INFO : Epoch 2022 | loss: 0.0312194 | val_loss: 0.0312227 | Time: 4096.3 ms [2021-04-22 15:47:19 main:574] : INFO : Epoch 2023 | loss: 0.0312205 | val_loss: 0.0312158 | Time: 3424.81 ms [2021-04-22 15:47:23 main:574] : INFO : Epoch 2024 | loss: 0.0312194 | val_loss: 0.0312279 | Time: 3278.33 ms [2021-04-22 15:47:26 main:574] : INFO : Epoch 2025 | loss: 0.0312214 | val_loss: 0.0312176 | Time: 3884.05 ms [2021-04-22 15:47:30 main:574] : INFO : Epoch 2026 | loss: 0.0312196 | val_loss: 0.0312162 | Time: 3378.28 ms [2021-04-22 15:47:34 main:574] : INFO : Epoch 2027 | loss: 0.0312201 | val_loss: 0.0312167 | Time: 3666.76 ms [2021-04-22 15:47:37 main:574] : INFO : Epoch 2028 | loss: 0.0312191 | val_loss: 0.0312162 | Time: 3362.67 ms [2021-04-22 15:47:40 main:574] : INFO : Epoch 2029 | loss: 0.0312189 | val_loss: 0.0312169 | Time: 3240.5 ms [2021-04-22 15:47:44 main:574] : INFO : Epoch 2030 | loss: 0.0312194 | val_loss: 0.0312234 | Time: 3756.57 ms [2021-04-22 15:47:48 main:574] : INFO : Epoch 2031 | loss: 0.0312203 | val_loss: 0.0312162 | Time: 3943.6 ms [2021-04-22 15:47:51 main:574] : INFO : Epoch 2032 | loss: 0.0312198 | val_loss: 0.0312167 | Time: 3129.3 ms [2021-04-22 15:47:55 main:574] : INFO : Epoch 2033 | loss: 0.0312218 | val_loss: 0.0312164 | Time: 3546.65 ms [2021-04-22 15:47:59 main:574] : INFO : Epoch 2034 | loss: 0.0312239 | val_loss: 0.0312175 | Time: 3903.88 ms [2021-04-22 15:48:02 main:574] : INFO : Epoch 2035 | loss: 0.0312193 | val_loss: 0.0312168 | Time: 3077.38 ms [2021-04-22 15:48:06 main:574] : INFO : Epoch 2036 | loss: 0.0312238 | val_loss: 0.0312177 | Time: 3816.9 ms [2021-04-22 15:48:09 main:574] : INFO : Epoch 2037 | loss: 0.0312194 | val_loss: 0.0312162 | Time: 3420.71 ms [2021-04-22 15:48:13 main:574] : INFO : Epoch 2038 | loss: 0.0312191 | val_loss: 0.0312161 | Time: 3311.05 ms [2021-04-22 15:48:16 main:574] : INFO : Epoch 2039 | loss: 0.0312183 | val_loss: 0.0312166 | Time: 3826.47 ms [2021-04-22 15:48:20 main:574] : INFO : Epoch 2040 | loss: 0.0312186 | val_loss: 0.0312159 | Time: 3340.28 ms [2021-04-22 15:48:23 main:574] : INFO : Epoch 2041 | loss: 0.031219 | val_loss: 0.0312214 | Time: 3393.23 ms [2021-04-22 15:48:27 main:574] : INFO : Epoch 2042 | loss: 0.0312218 | val_loss: 0.0312177 | Time: 4026.33 ms [2021-04-22 15:48:31 main:574] : INFO : Epoch 2043 | loss: 0.0312193 | val_loss: 0.0312163 | Time: 3411.81 ms [2021-04-22 15:48:35 main:574] : INFO : Epoch 2044 | loss: 0.03122 | val_loss: 0.0312165 | Time: 3724.45 ms [2021-04-22 15:48:38 main:574] : INFO : Epoch 2045 | loss: 0.0312252 | val_loss: 0.031219 | Time: 3348.19 ms [2021-04-22 15:48:41 main:574] : INFO : Epoch 2046 | loss: 0.0312244 | val_loss: 0.0312179 | Time: 3428 ms [2021-04-22 15:48:45 main:574] : INFO : Epoch 2047 | loss: 0.0312191 | val_loss: 0.0312194 | Time: 3831.16 ms [2021-04-22 15:48:49 main:574] : INFO : Epoch 2048 | loss: 0.0312234 | val_loss: 0.0312208 | Time: 3849.12 ms [2021-04-22 15:48:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312208 [2021-04-22 15:48:49 main:603] : INFO : Saving end state to config to file [2021-04-22 15:48:49 main:608] : INFO : Success, exiting.. 15:48:49 (2404): 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)