Task 13802360
| Name | ParityModified-1647043341-15622-2-0_0 |
| Workunit | 10885918 |
| Created | 26 Mar 2022, 13:52:50 UTC |
| Sent | 1 Apr 2022, 8:09:56 UTC |
| Report deadline | 9 Apr 2022, 8:09:56 UTC |
| Received | 1 Apr 2022, 13:30:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 5 min 8 sec |
| CPU time | 2 hours 0 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0312242 | val_loss: 0.0312244 | Time: 3548.3 ms [2022-04-01 05:56:54 main:574] : INFO : Epoch 1543 | loss: 0.0312234 | val_loss: 0.0312242 | Time: 3524.66 ms [2022-04-01 05:56:57 main:574] : INFO : Epoch 1544 | loss: 0.0312233 | val_loss: 0.031224 | Time: 3548.13 ms [2022-04-01 05:57:01 main:574] : INFO : Epoch 1545 | loss: 0.0312238 | val_loss: 0.0312244 | Time: 3608.73 ms [2022-04-01 05:57:05 main:574] : INFO : Epoch 1546 | loss: 0.0312235 | val_loss: 0.0312246 | Time: 3547.82 ms [2022-04-01 05:57:08 main:574] : INFO : Epoch 1547 | loss: 0.0312244 | val_loss: 0.0312239 | Time: 3544.46 ms [2022-04-01 05:57:12 main:574] : INFO : Epoch 1548 | loss: 0.031224 | val_loss: 0.0312239 | Time: 3630.4 ms [2022-04-01 05:57:16 main:574] : INFO : Epoch 1549 | loss: 0.0312232 | val_loss: 0.031224 | Time: 3550.87 ms [2022-04-01 05:57:19 main:574] : INFO : Epoch 1550 | loss: 0.0312241 | val_loss: 0.0312244 | Time: 3553.92 ms [2022-04-01 05:57:23 main:574] : INFO : Epoch 1551 | loss: 0.0312247 | val_loss: 0.0312245 | Time: 3610.76 ms [2022-04-01 05:57:26 main:574] : INFO : Epoch 1552 | loss: 0.0312235 | val_loss: 0.0312241 | Time: 3548.94 ms [2022-04-01 05:57:30 main:574] : INFO : Epoch 1553 | loss: 0.0312238 | val_loss: 0.0312257 | Time: 3867.55 ms [2022-04-01 05:57:34 main:574] : INFO : Epoch 1554 | loss: 0.0312244 | val_loss: 0.0312268 | Time: 3563.41 ms [2022-04-01 05:57:38 main:574] : INFO : Epoch 1555 | loss: 0.0312252 | val_loss: 0.0312258 | Time: 3553.62 ms [2022-04-01 05:57:41 main:574] : INFO : Epoch 1556 | loss: 0.0312262 | val_loss: 0.031226 | Time: 3610.33 ms [2022-04-01 05:57:45 main:574] : INFO : Epoch 1557 | loss: 0.031225 | val_loss: 0.031225 | Time: 3521.42 ms [2022-04-01 05:57:48 main:574] : INFO : Epoch 1558 | loss: 0.031224 | val_loss: 0.0312241 | Time: 3563.17 ms [2022-04-01 05:57:52 main:574] : INFO : Epoch 1559 | loss: 0.0312234 | val_loss: 0.0312241 | Time: 3664.4 ms [2022-04-01 05:57:56 main:574] : INFO : Epoch 1560 | loss: 0.0312239 | val_loss: 0.0312238 | Time: 3544.61 ms [2022-04-01 05:57:59 main:574] : INFO : Epoch 1561 | loss: 0.0312235 | val_loss: 0.0312242 | Time: 3573.65 ms [2022-04-01 05:58:03 main:574] : INFO : Epoch 1562 | loss: 0.0312232 | val_loss: 0.0312241 | Time: 3588.31 ms [2022-04-01 05:58:07 main:574] : INFO : Epoch 1563 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 3560.88 ms [2022-04-01 05:58:10 main:574] : INFO : Epoch 1564 | loss: 0.0312236 | val_loss: 0.031224 | Time: 3614.05 ms [2022-04-01 05:58:14 main:574] : INFO : Epoch 1565 | loss: 0.0312234 | val_loss: 0.031224 | Time: 3544.83 ms [2022-04-01 05:58:18 main:574] : INFO : Epoch 1566 | loss: 0.031224 | val_loss: 0.0312239 | Time: 3554.41 ms [2022-04-01 05:58:21 main:574] : INFO : Epoch 1567 | loss: 0.0312236 | val_loss: 0.0312239 | Time: 3635.47 ms [2022-04-01 05:58:25 main:574] : INFO : Epoch 1568 | loss: 0.031224 | val_loss: 0.0312236 | Time: 3546.68 ms [2022-04-01 05:58:29 main:574] : INFO : Epoch 1569 | loss: 0.0312239 | val_loss: 0.0312237 | Time: 3741.75 ms [2022-04-01 05:58:32 main:574] : INFO : Epoch 1570 | loss: 0.0312233 | val_loss: 0.0312244 | Time: 3692.94 ms [2022-04-01 05:58:36 main:574] : INFO : Epoch 1571 | loss: 0.0312252 | val_loss: 0.0312237 | Time: 3502.48 ms [2022-04-01 05:58:39 main:574] : INFO : Epoch 1572 | loss: 0.0312255 | val_loss: 0.031225 | Time: 3484.81 ms [2022-04-01 05:58:43 main:574] : INFO : Epoch 1573 | loss: 0.0312245 | val_loss: 0.0312242 | Time: 3557.8 ms [2022-04-01 05:58:47 main:574] : INFO : Epoch 1574 | loss: 0.031224 | val_loss: 0.0312267 | Time: 3534.18 ms [2022-04-01 05:58:50 main:574] : INFO : Epoch 1575 | loss: 0.0312236 | val_loss: 0.0312236 | Time: 3572.69 ms [2022-04-01 05:58:54 main:574] : INFO : Epoch 1576 | loss: 0.0312247 | val_loss: 0.0312246 | Time: 3547.73 ms [2022-04-01 05:58:58 main:574] : INFO : Epoch 1577 | loss: 0.0312242 | val_loss: 0.0312281 | Time: 3580.58 ms [2022-04-01 05:59:01 main:574] : INFO : Epoch 1578 | loss: 0.0312252 | val_loss: 0.0312257 | Time: 3576.47 ms [2022-04-01 05:59:05 main:574] : INFO : Epoch 1579 | loss: 0.0312236 | val_loss: 0.0312236 | Time: 3571.51 ms [2022-04-01 05:59:08 main:574] : INFO : Epoch 1580 | loss: 0.0312233 | val_loss: 0.031224 | Time: 3550.55 ms [2022-04-01 05:59:12 main:574] : INFO : Epoch 1581 | loss: 0.0312233 | val_loss: 0.0312246 | Time: 3671.87 ms [2022-04-01 05:59:16 main:574] : INFO : Epoch 1582 | loss: 0.0312235 | val_loss: 0.0312248 | Time: 3545.32 ms [2022-04-01 05:59:19 main:574] : INFO : Epoch 1583 | loss: 0.0312237 | val_loss: 0.0312236 | Time: 3523.55 ms [2022-04-01 05:59:23 main:574] : INFO : Epoch 1584 | loss: 0.0312234 | val_loss: 0.0312235 | Time: 3592.47 ms [2022-04-01 05:59:37 main:574] : INFO : Epoch 1585 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 13637.3 ms [2022-04-01 05:59:40 main:574] : INFO : Epoch 1586 | loss: 0.0312236 | val_loss: 0.0312239 | Time: 3715.5 ms [2022-04-01 05:59:44 main:574] : INFO : Epoch 1587 | loss: 0.0312233 | val_loss: 0.0312237 | Time: 3490.39 ms [2022-04-01 05:59:48 main:574] : INFO : Epoch 1588 | loss: 0.0312236 | val_loss: 0.0312241 | Time: 3892.63 ms [2022-04-01 05:59:52 main:574] : INFO : Epoch 1589 | loss: 0.0312244 | val_loss: 0.0312238 | Time: 3626.51 ms [2022-04-01 05:59:55 main:574] : INFO : Epoch 1590 | loss: 0.0312235 | val_loss: 0.0312248 | Time: 3536.59 ms [2022-04-01 05:59:59 main:574] : INFO : Epoch 1591 | loss: 0.0312235 | val_loss: 0.0312236 | Time: 3462.72 ms [2022-04-01 06:00:02 main:574] : INFO : Epoch 1592 | loss: 0.0312232 | val_loss: 0.0312243 | Time: 3573.66 ms [2022-04-01 06:00:06 main:574] : INFO : Epoch 1593 | loss: 0.0312237 | val_loss: 0.0312256 | Time: 3632.19 ms [2022-04-01 06:00:10 main:574] : INFO : Epoch 1594 | loss: 0.0312237 | val_loss: 0.0312239 | Time: 3522.9 ms [2022-04-01 06:00:13 main:574] : INFO : Epoch 1595 | loss: 0.0312233 | val_loss: 0.0312236 | Time: 3522.86 ms [2022-04-01 06:00:17 main:574] : INFO : Epoch 1596 | loss: 0.0312233 | val_loss: 0.0312253 | Time: 3544.92 ms [2022-04-01 06:00:20 main:574] : INFO : Epoch 1597 | loss: 0.031224 | val_loss: 0.0312259 | Time: 3637.23 ms [2022-04-01 06:00:24 main:574] : INFO : Epoch 1598 | loss: 0.0312247 | val_loss: 0.0312239 | Time: 3485.05 ms [2022-04-01 06:00:28 main:574] : INFO : Epoch 1599 | loss: 0.0312236 | val_loss: 0.0312254 | Time: 3611.78 ms [2022-04-01 06:00:32 main:574] : INFO : Epoch 1600 | loss: 0.0312244 | val_loss: 0.0312245 | Time: 4060.23 ms [2022-04-01 06:00:35 main:574] : INFO : Epoch 1601 | loss: 0.031225 | val_loss: 0.0312246 | Time: 3602.01 ms [2022-04-01 06:00:39 main:574] : INFO : Epoch 1602 | loss: 0.0312235 | val_loss: 0.0312244 | Time: 3724.07 ms [2022-04-01 06:00:43 main:574] : INFO : Epoch 1603 | loss: 0.0312231 | val_loss: 0.0312262 | Time: 3520.63 ms [2022-04-01 06:00:46 main:574] : INFO : Epoch 1604 | loss: 0.0312247 | val_loss: 0.031231 | Time: 3562.02 ms [2022-04-01 06:00:50 main:574] : INFO : Epoch 1605 | loss: 0.0312253 | val_loss: 0.0312244 | Time: 3962.68 ms [2022-04-01 06:00:54 main:574] : INFO : Epoch 1606 | loss: 0.0312235 | val_loss: 0.0312238 | Time: 3560.02 ms [2022-04-01 06:00:58 main:574] : INFO : Epoch 1607 | loss: 0.0312237 | val_loss: 0.0312239 | Time: 3495.03 ms [2022-04-01 06:01:01 main:574] : INFO : Epoch 1608 | loss: 0.0312234 | val_loss: 0.0312261 | Time: 3439.21 ms [2022-04-01 06:01:05 main:574] : INFO : Epoch 1609 | loss: 0.0312237 | val_loss: 0.0312242 | Time: 3544.63 ms [2022-04-01 06:01:08 main:574] : INFO : Epoch 1610 | loss: 0.0312235 | val_loss: 0.031224 | Time: 3479.2 ms [2022-04-01 06:01:12 main:574] : INFO : Epoch 1611 | loss: 0.0312241 | val_loss: 0.031224 | Time: 4007.51 ms [2022-04-01 06:01:16 main:574] : INFO : Epoch 1612 | loss: 0.0312232 | val_loss: 0.0312262 | Time: 3489.7 ms [2022-04-01 06:01:19 main:574] : INFO : Epoch 1613 | loss: 0.0312236 | val_loss: 0.0312241 | Time: 3412.63 ms [2022-04-01 06:01:23 main:574] : INFO : Epoch 1614 | loss: 0.0312231 | val_loss: 0.0312242 | Time: 3476.18 ms [2022-04-01 06:01:26 main:574] : INFO : Epoch 1615 | loss: 0.0312231 | val_loss: 0.0312239 | Time: 3441.3 ms [2022-04-01 06:01:30 main:574] : INFO : Epoch 1616 | loss: 0.0312239 | val_loss: 0.031226 | Time: 3632.81 ms [2022-04-01 06:01:34 main:574] : INFO : Epoch 1617 | loss: 0.0312241 | val_loss: 0.0312267 | Time: 3620.99 ms [2022-04-01 06:01:38 main:574] : INFO : Epoch 1618 | loss: 0.0312252 | val_loss: 0.0312276 | Time: 3802.12 ms [2022-04-01 06:01:41 main:574] : INFO : Epoch 1619 | loss: 0.0312244 | val_loss: 0.0312236 | Time: 3706.96 ms [2022-04-01 06:01:45 main:574] : INFO : Epoch 1620 | loss: 0.0312244 | val_loss: 0.0312243 | Time: 3423.09 ms [2022-04-01 06:01:48 main:574] : INFO : Epoch 1621 | loss: 0.0312236 | val_loss: 0.0312245 | Time: 3576.31 ms [2022-04-01 06:01:52 main:574] : INFO : Epoch 1622 | loss: 0.0312243 | val_loss: 0.031227 | Time: 3582.33 ms [2022-04-01 06:01:55 main:574] : INFO : Epoch 1623 | loss: 0.0312246 | val_loss: 0.0312254 | Time: 3375.54 ms [2022-04-01 06:01:59 main:574] : INFO : Epoch 1624 | loss: 0.0312239 | val_loss: 0.0312239 | Time: 3458.35 ms [2022-04-01 06:02:03 main:574] : INFO : Epoch 1625 | loss: 0.0312238 | val_loss: 0.0312244 | Time: 3906.61 ms [2022-04-01 06:02:07 main:574] : INFO : Epoch 1626 | loss: 0.0312238 | val_loss: 0.0312236 | Time: 3560.22 ms [2022-04-01 06:02:10 main:574] : INFO : Epoch 1627 | loss: 0.0312246 | val_loss: 0.0312237 | Time: 3588.98 ms [2022-04-01 06:02:14 main:574] : INFO : Epoch 1628 | loss: 0.0312255 | val_loss: 0.0312285 | Time: 3581.82 ms [2022-04-01 06:02:18 main:574] : INFO : Epoch 1629 | loss: 0.0312239 | val_loss: 0.0312239 | Time: 3700.17 ms [2022-04-01 06:02:21 main:574] : INFO : Epoch 1630 | loss: 0.0312236 | val_loss: 0.0312242 | Time: 3700.11 ms [2022-04-01 06:02:25 main:574] : INFO : Epoch 1631 | loss: 0.0312233 | val_loss: 0.0312237 | Time: 3570.11 ms [2022-04-01 06:02:29 main:574] : INFO : Epoch 1632 | loss: 0.0312233 | val_loss: 0.0312239 | Time: 3674.03 ms [2022-04-01 06:02:32 main:574] : INFO : Epoch 1633 | loss: 0.0312233 | val_loss: 0.0312242 | Time: 3641.39 ms [2022-04-01 06:02:36 main:574] : INFO : Epoch 1634 | loss: 0.0312235 | val_loss: 0.0312241 | Time: 3518.43 ms [2022-04-01 06:02:40 main:574] : INFO : Epoch 1635 | loss: 0.0312242 | val_loss: 0.0312238 | Time: 4036.86 ms [2022-04-01 06:02:44 main:574] : INFO : Epoch 1636 | loss: 0.031224 | val_loss: 0.031224 | Time: 3475.53 ms [2022-04-01 06:02:47 main:574] : INFO : Epoch 1637 | loss: 0.0312236 | val_loss: 0.0312238 | Time: 3512.73 ms [2022-04-01 06:02:51 main:574] : INFO : Epoch 1638 | loss: 0.0312234 | val_loss: 0.0312241 | Time: 4026.12 ms [2022-04-01 06:02:55 main:574] : INFO : Epoch 1639 | loss: 0.0312243 | val_loss: 0.0312241 | Time: 3620.18 ms [2022-04-01 06:02:58 main:574] : INFO : Epoch 1640 | loss: 0.0312242 | val_loss: 0.0312238 | Time: 3510.95 ms [2022-04-01 06:03:02 main:574] : INFO : Epoch 1641 | loss: 0.0312244 | val_loss: 0.0312263 | Time: 3549.14 ms [2022-04-01 06:03:06 main:574] : INFO : Epoch 1642 | loss: 0.0312246 | val_loss: 0.0312238 | Time: 3442.32 ms [2022-04-01 06:03:09 main:574] : INFO : Epoch 1643 | loss: 0.0312236 | val_loss: 0.0312241 | Time: 3414.59 ms [2022-04-01 06:03:13 main:574] : INFO : Epoch 1644 | loss: 0.031224 | val_loss: 0.0312237 | Time: 3473.87 ms [2022-04-01 06:03:16 main:574] : INFO : Epoch 1645 | loss: 0.0312235 | val_loss: 0.0312251 | Time: 3502.51 ms [2022-04-01 06:03:20 main:574] : INFO : Epoch 1646 | loss: 0.0312237 | val_loss: 0.0312258 | Time: 3732.63 ms [2022-04-01 06:03:23 main:574] : INFO : Epoch 1647 | loss: 0.0312252 | val_loss: 0.0312242 | Time: 3450.67 ms [2022-04-01 06:03:27 main:574] : INFO : Epoch 1648 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 3683.82 ms [2022-04-01 06:03:31 main:574] : INFO : Epoch 1649 | loss: 0.0312231 | val_loss: 0.0312247 | Time: 3558.4 ms [2022-04-01 06:03:34 main:574] : INFO : Epoch 1650 | loss: 0.0312255 | val_loss: 0.0312262 | Time: 3552.99 ms [2022-04-01 06:03:38 main:574] : INFO : Epoch 1651 | loss: 0.0312258 | val_loss: 0.0312244 | Time: 3595.87 ms [2022-04-01 06:03:42 main:574] : INFO : Epoch 1652 | loss: 0.0312234 | val_loss: 0.0312239 | Time: 3689.92 ms [2022-04-01 06:03:45 main:574] : INFO : Epoch 1653 | loss: 0.0312239 | val_loss: 0.0312257 | Time: 3467.25 ms [2022-04-01 06:03:49 main:574] : INFO : Epoch 1654 | loss: 0.0312236 | val_loss: 0.0312244 | Time: 3555.89 ms [2022-04-01 06:03:52 main:574] : INFO : Epoch 1655 | loss: 0.0312239 | val_loss: 0.0312239 | Time: 3466.82 ms [2022-04-01 06:03:56 main:574] : INFO : Epoch 1656 | loss: 0.0312236 | val_loss: 0.031225 | Time: 3592.98 ms [2022-04-01 06:04:00 main:574] : INFO : Epoch 1657 | loss: 0.0312237 | val_loss: 0.0312254 | Time: 3577.04 ms [2022-04-01 06:04:03 main:574] : INFO : Epoch 1658 | loss: 0.0312242 | val_loss: 0.0312236 | Time: 3590.7 ms [2022-04-01 06:04:07 main:574] : INFO : Epoch 1659 | loss: 0.0312233 | val_loss: 0.0312235 | Time: 3484.41 ms [2022-04-01 06:04:10 main:574] : INFO : Epoch 1660 | loss: 0.0312232 | val_loss: 0.0312235 | Time: 3492.53 ms [2022-04-01 06:04:14 main:574] : INFO : Epoch 1661 | loss: 0.0312237 | val_loss: 0.0312253 | Time: 3493.11 ms [2022-04-01 06:04:18 main:574] : INFO : Epoch 1662 | loss: 0.0312248 | val_loss: 0.0312294 | Time: 3506.26 ms [2022-04-01 06:04:21 main:574] : INFO : Epoch 1663 | loss: 0.0312247 | val_loss: 0.0312241 | Time: 3516.36 ms [2022-04-01 06:04:25 main:574] : INFO : Epoch 1664 | loss: 0.0312235 | val_loss: 0.0312242 | Time: 3681.76 ms [2022-04-01 06:04:28 main:574] : INFO : Epoch 1665 | loss: 0.0312241 | val_loss: 0.0312242 | Time: 3423.56 ms [2022-04-01 06:04:32 main:574] : INFO : Epoch 1666 | loss: 0.0312232 | val_loss: 0.0312235 | Time: 3586.4 ms [2022-04-01 06:04:35 main:574] : INFO : Epoch 1667 | loss: 0.0312232 | val_loss: 0.0312251 | Time: 3457.07 ms [2022-04-01 06:04:39 main:574] : INFO : Epoch 1668 | loss: 0.0312241 | val_loss: 0.0312238 | Time: 3801.86 ms [2022-04-01 06:04:43 main:574] : INFO : Epoch 1669 | loss: 0.0312235 | val_loss: 0.0312238 | Time: 3609.64 ms [2022-04-01 06:04:47 main:574] : INFO : Epoch 1670 | loss: 0.0312233 | val_loss: 0.0312235 | Time: 3649.45 ms [2022-04-01 06:04:50 main:574] : INFO : Epoch 1671 | loss: 0.0312237 | val_loss: 0.0312251 | Time: 3705.77 ms [2022-04-01 06:04:54 main:574] : INFO : Epoch 1672 | loss: 0.0312234 | val_loss: 0.0312256 | Time: 3824.52 ms [2022-04-01 06:04:58 main:574] : INFO : Epoch 1673 | loss: 0.0312244 | val_loss: 0.0312249 | Time: 3473.16 ms [2022-04-01 06:05:01 main:574] : INFO : Epoch 1674 | loss: 0.0312236 | val_loss: 0.0312241 | Time: 3479.19 ms [2022-04-01 06:05:05 main:574] : INFO : Epoch 1675 | loss: 0.031224 | val_loss: 0.031225 | Time: 3710.2 ms [2022-04-01 06:05:09 main:574] : INFO : Epoch 1676 | loss: 0.0312246 | val_loss: 0.0312248 | Time: 3685.16 ms [2022-04-01 06:05:12 main:574] : INFO : Epoch 1677 | loss: 0.0312239 | val_loss: 0.0312244 | Time: 3517.85 ms [2022-04-01 06:05:16 main:574] : INFO : Epoch 1678 | loss: 0.0312233 | val_loss: 0.031224 | Time: 3570.74 ms [2022-04-01 06:05:20 main:574] : INFO : Epoch 1679 | loss: 0.0312233 | val_loss: 0.031224 | Time: 3691.51 ms [2022-04-01 06:05:23 main:574] : INFO : Epoch 1680 | loss: 0.0312243 | val_loss: 0.0312239 | Time: 3613.02 ms [2022-04-01 06:05:27 main:574] : INFO : Epoch 1681 | loss: 0.0312252 | val_loss: 0.0312246 | Time: 3544.34 ms [2022-04-01 06:05:31 main:574] : INFO : Epoch 1682 | loss: 0.0312245 | val_loss: 0.0312259 | Time: 3743.23 ms [2022-04-01 06:05:35 main:574] : INFO : Epoch 1683 | loss: 0.0312241 | val_loss: 0.0312241 | Time: 3687.66 ms [2022-04-01 06:05:38 main:574] : INFO : Epoch 1684 | loss: 0.0312233 | val_loss: 0.0312236 | Time: 3606.57 ms [2022-04-01 06:05:42 main:574] : INFO : Epoch 1685 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 3895.48 ms [2022-04-01 06:05:46 main:574] : INFO : Epoch 1686 | loss: 0.0312231 | val_loss: 0.0312244 | Time: 3595.74 ms [2022-04-01 06:05:49 main:574] : INFO : Epoch 1687 | loss: 0.0312234 | val_loss: 0.0312243 | Time: 3605.09 ms [2022-04-01 06:05:53 main:574] : INFO : Epoch 1688 | loss: 0.0312232 | val_loss: 0.0312234 | Time: 3575.32 ms [2022-04-01 06:05:57 main:574] : INFO : Epoch 1689 | loss: 0.0312235 | val_loss: 0.0312236 | Time: 3436.17 ms [2022-04-01 06:06:00 main:574] : INFO : Epoch 1690 | loss: 0.0312238 | val_loss: 0.0312246 | Time: 3605.63 ms [2022-04-01 06:06:04 main:574] : INFO : Epoch 1691 | loss: 0.0312247 | val_loss: 0.0312258 | Time: 3569.68 ms [2022-04-01 06:06:07 main:574] : INFO : Epoch 1692 | loss: 0.0312234 | val_loss: 0.0312255 | Time: 3523.05 ms [2022-04-01 06:06:11 main:574] : INFO : Epoch 1693 | loss: 0.031224 | val_loss: 0.031224 | Time: 3419.33 ms [2022-04-01 06:06:14 main:574] : INFO : Epoch 1694 | loss: 0.0312232 | val_loss: 0.0312251 | Time: 3496.07 ms [2022-04-01 06:06:18 main:574] : INFO : Epoch 1695 | loss: 0.0312234 | val_loss: 0.0312255 | Time: 3562.84 ms [2022-04-01 06:06:22 main:574] : INFO : Epoch 1696 | loss: 0.0312244 | val_loss: 0.0312258 | Time: 3560.67 ms [2022-04-01 06:06:25 main:574] : INFO : Epoch 1697 | loss: 0.0312236 | val_loss: 0.0312238 | Time: 3786.21 ms [2022-04-01 06:06:29 main:574] : INFO : Epoch 1698 | loss: 0.0312234 | val_loss: 0.0312249 | Time: 3554.06 ms [2022-04-01 06:06:33 main:574] : INFO : Epoch 1699 | loss: 0.0312238 | val_loss: 0.0312298 | Time: 3382.44 ms [2022-04-01 06:06:36 main:574] : INFO : Epoch 1700 | loss: 0.0312252 | val_loss: 0.0312239 | Time: 3460.53 ms [2022-04-01 06:06:40 main:574] : INFO : Epoch 1701 | loss: 0.0312231 | val_loss: 0.0312236 | Time: 3887.56 ms [2022-04-01 06:06:44 main:574] : INFO : Epoch 1702 | loss: 0.0312231 | val_loss: 0.0312239 | Time: 3482.18 ms [2022-04-01 06:06:47 main:574] : INFO : Epoch 1703 | loss: 0.0312231 | val_loss: 0.0312239 | Time: 3512 ms [2022-04-01 06:06:51 main:574] : INFO : Epoch 1704 | loss: 0.0312231 | val_loss: 0.0312238 | Time: 3567.34 ms [2022-04-01 06:06:54 main:574] : INFO : Epoch 1705 | loss: 0.0312235 | val_loss: 0.0312244 | Time: 3539.06 ms [2022-04-01 06:06:58 main:574] : INFO : Epoch 1706 | loss: 0.0312237 | val_loss: 0.0312258 | Time: 3696.76 ms [2022-04-01 06:07:02 main:574] : INFO : Epoch 1707 | loss: 0.0312236 | val_loss: 0.0312273 | Time: 3466.89 ms [2022-04-01 06:07:05 main:574] : INFO : Epoch 1708 | loss: 0.0312242 | val_loss: 0.0312246 | Time: 3537.21 ms [2022-04-01 06:07:09 main:574] : INFO : Epoch 1709 | loss: 0.0312251 | val_loss: 0.0312265 | Time: 3794.2 ms [2022-04-01 06:07:13 main:574] : INFO : Epoch 1710 | loss: 0.0312246 | val_loss: 0.0312299 | Time: 3703.16 ms [2022-04-01 06:07:16 main:574] : INFO : Epoch 1711 | loss: 0.0312253 | val_loss: 0.0312238 | Time: 3571.52 ms [2022-04-01 06:07:20 main:574] : INFO : Epoch 1712 | loss: 0.0312241 | val_loss: 0.0312238 | Time: 3624.38 ms [2022-04-01 06:07:24 main:574] : INFO : Epoch 1713 | loss: 0.0312242 | val_loss: 0.0312237 | Time: 3539.68 ms [2022-04-01 06:07:27 main:574] : INFO : Epoch 1714 | loss: 0.0312234 | val_loss: 0.0312235 | Time: 3602.18 ms [2022-04-01 06:07:31 main:574] : INFO : Epoch 1715 | loss: 0.0312238 | val_loss: 0.0312243 | Time: 3635.42 ms [2022-04-01 06:07:35 main:574] : INFO : Epoch 1716 | loss: 0.0312246 | val_loss: 0.0312237 | Time: 3602.76 ms [2022-04-01 06:07:38 main:574] : INFO : Epoch 1717 | loss: 0.0312242 | val_loss: 0.0312243 | Time: 3588.95 ms [2022-04-01 06:07:42 main:574] : INFO : Epoch 1718 | loss: 0.0312235 | val_loss: 0.0312238 | Time: 3544.78 ms [2022-04-01 06:07:45 main:574] : INFO : Epoch 1719 | loss: 0.0312235 | val_loss: 0.0312235 | Time: 3496.93 ms [2022-04-01 06:07:49 main:574] : INFO : Epoch 1720 | loss: 0.0312232 | val_loss: 0.0312239 | Time: 3413 ms [2022-04-01 06:07:53 main:574] : INFO : Epoch 1721 | loss: 0.0312235 | val_loss: 0.0312235 | Time: 3639.88 ms [2022-04-01 06:07:56 main:574] : INFO : Epoch 1722 | loss: 0.031224 | val_loss: 0.0312259 | Time: 3617.93 ms [2022-04-01 06:08:00 main:574] : INFO : Epoch 1723 | loss: 0.0312233 | val_loss: 0.0312236 | Time: 3490.42 ms [2022-04-01 06:08:03 main:574] : INFO : Epoch 1724 | loss: 0.0312235 | val_loss: 0.0312249 | Time: 3575.13 ms [2022-04-01 06:08:07 main:574] : INFO : Epoch 1725 | loss: 0.0312235 | val_loss: 0.0312239 | Time: 3570.1 ms [2022-04-01 06:08:11 main:574] : INFO : Epoch 1726 | loss: 0.0312238 | val_loss: 0.0312239 | Time: 3581 ms [2022-04-01 06:08:14 main:574] : INFO : Epoch 1727 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 3678.9 ms [2022-04-01 06:08:18 main:574] : INFO : Epoch 1728 | loss: 0.0312243 | val_loss: 0.0312238 | Time: 3698.98 ms [2022-04-01 06:08:22 main:574] : INFO : Epoch 1729 | loss: 0.0312247 | val_loss: 0.031224 | Time: 3428.2 ms [2022-04-01 06:08:25 main:574] : INFO : Epoch 1730 | loss: 0.0312237 | val_loss: 0.031224 | Time: 3494.22 ms [2022-04-01 06:08:29 main:574] : INFO : Epoch 1731 | loss: 0.0312231 | val_loss: 0.0312236 | Time: 3520.17 ms [2022-04-01 06:08:32 main:574] : INFO : Epoch 1732 | loss: 0.0312234 | val_loss: 0.0312242 | Time: 3651.46 ms [2022-04-01 06:08:36 main:574] : INFO : Epoch 1733 | loss: 0.0312238 | val_loss: 0.031224 | Time: 3486.6 ms [2022-04-01 06:08:40 main:574] : INFO : Epoch 1734 | loss: 0.0312233 | val_loss: 0.0312237 | Time: 3619.39 ms [2022-04-01 06:08:43 main:574] : INFO : Epoch 1735 | loss: 0.0312243 | val_loss: 0.0312245 | Time: 3624.12 ms [2022-04-01 06:08:47 main:574] : INFO : Epoch 1736 | loss: 0.0312235 | val_loss: 0.0312242 | Time: 3711.05 ms [2022-04-01 06:08:51 main:574] : INFO : Epoch 1737 | loss: 0.0312243 | val_loss: 0.0312254 | Time: 3422.71 ms [2022-04-01 06:08:54 main:574] : INFO : Epoch 1738 | loss: 0.031224 | val_loss: 0.0312243 | Time: 3435.09 ms [2022-04-01 06:08:58 main:574] : INFO : Epoch 1739 | loss: 0.0312241 | val_loss: 0.031224 | Time: 3845.2 ms [2022-04-01 06:09:02 main:574] : INFO : Epoch 1740 | loss: 0.0312242 | val_loss: 0.0312251 | Time: 3732.4 ms [2022-04-01 06:09:05 main:574] : INFO : Epoch 1741 | loss: 0.0312252 | val_loss: 0.0312245 | Time: 3472.88 ms [2022-04-01 06:09:09 main:574] : INFO : Epoch 1742 | loss: 0.0312235 | val_loss: 0.0312238 | Time: 3496.87 ms [2022-04-01 06:09:12 main:574] : INFO : Epoch 1743 | loss: 0.0312236 | val_loss: 0.0312236 | Time: 3566.09 ms [2022-04-01 06:09:16 main:574] : INFO : Epoch 1744 | loss: 0.0312239 | val_loss: 0.0312256 | Time: 3501.27 ms [2022-04-01 06:09:19 main:574] : INFO : Epoch 1745 | loss: 0.0312238 | val_loss: 0.0312241 | Time: 3376.3 ms [2022-04-01 06:09:23 main:574] : INFO : Epoch 1746 | loss: 0.0312242 | val_loss: 0.0312251 | Time: 3486.42 ms [2022-04-01 06:09:27 main:574] : INFO : Epoch 1747 | loss: 0.0312237 | val_loss: 0.0312242 | Time: 3491.29 ms [2022-04-01 06:09:30 main:574] : INFO : Epoch 1748 | loss: 0.0312231 | val_loss: 0.0312269 | Time: 3613.1 ms [2022-04-01 06:09:34 main:574] : INFO : Epoch 1749 | loss: 0.0312241 | val_loss: 0.0312237 | Time: 3695.56 ms [2022-04-01 06:09:37 main:574] : INFO : Epoch 1750 | loss: 0.0312232 | val_loss: 0.0312242 | Time: 3487.51 ms [2022-04-01 06:09:41 main:574] : INFO : Epoch 1751 | loss: 0.0312236 | val_loss: 0.0312235 | Time: 3829.75 ms [2022-04-01 06:09:45 main:574] : INFO : Epoch 1752 | loss: 0.0312234 | val_loss: 0.0312238 | Time: 3578.31 ms [2022-04-01 06:09:49 main:574] : INFO : Epoch 1753 | loss: 0.0312239 | val_loss: 0.0312244 | Time: 3486.19 ms [2022-04-01 06:09:52 main:574] : INFO : Epoch 1754 | loss: 0.0312242 | val_loss: 0.0312237 | Time: 3587.95 ms [2022-04-01 06:09:56 main:574] : INFO : Epoch 1755 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 3522.73 ms [2022-04-01 06:09:59 main:574] : INFO : Epoch 1756 | loss: 0.0312241 | val_loss: 0.0312242 | Time: 3505.93 ms [2022-04-01 06:10:03 main:574] : INFO : Epoch 1757 | loss: 0.0312235 | val_loss: 0.0312237 | Time: 3714.63 ms [2022-04-01 06:10:06 main:574] : INFO : Epoch 1758 | loss: 0.0312232 | val_loss: 0.031224 | Time: 3423.87 ms [2022-04-01 06:10:10 main:574] : INFO : Epoch 1759 | loss: 0.0312239 | val_loss: 0.0312256 | Time: 3597.52 ms [2022-04-01 06:10:14 main:574] : INFO : Epoch 1760 | loss: 0.031224 | val_loss: 0.0312238 | Time: 3714.24 ms [2022-04-01 06:10:18 main:574] : INFO : Epoch 1761 | loss: 0.0312239 | val_loss: 0.0312244 | Time: 3558 ms [2022-04-01 06:10:21 main:574] : INFO : Epoch 1762 | loss: 0.0312241 | val_loss: 0.0312244 | Time: 3506.53 ms [2022-04-01 06:10:25 main:574] : INFO : Epoch 1763 | loss: 0.0312236 | val_loss: 0.0312237 | Time: 3479.36 ms [2022-04-01 06:10:28 main:574] : INFO : Epoch 1764 | loss: 0.0312238 | val_loss: 0.0312242 | Time: 3497.68 ms [2022-04-01 06:10:32 main:574] : INFO : Epoch 1765 | loss: 0.0312236 | val_loss: 0.0312237 | Time: 3626.36 ms [2022-04-01 06:10:35 main:574] : INFO : Epoch 1766 | loss: 0.0312238 | val_loss: 0.0312256 | Time: 3479.21 ms [2022-04-01 06:10:39 main:574] : INFO : Epoch 1767 | loss: 0.0312248 | val_loss: 0.0312234 | Time: 3711.71 ms [2022-04-01 06:10:43 main:574] : INFO : Epoch 1768 | loss: 0.0312241 | val_loss: 0.0312251 | Time: 3533.1 ms [2022-04-01 06:10:46 main:574] : INFO : Epoch 1769 | loss: 0.0312238 | val_loss: 0.0312247 | Time: 3555.48 ms [2022-04-01 06:10:50 main:574] : INFO : Epoch 1770 | loss: 0.0312236 | val_loss: 0.0312251 | Time: 3738.01 ms [2022-04-01 06:10:54 main:574] : INFO : Epoch 1771 | loss: 0.0312247 | val_loss: 0.0312237 | Time: 3629.52 ms [2022-04-01 06:10:58 main:574] : INFO : Epoch 1772 | loss: 0.0312233 | val_loss: 0.0312241 | Time: 3760.2 ms [2022-04-01 06:11:01 main:574] : INFO : Epoch 1773 | loss: 0.0312234 | val_loss: 0.0312241 | Time: 3669.91 ms [2022-04-01 06:11:05 main:574] : INFO : Epoch 1774 | loss: 0.0312236 | val_loss: 0.0312247 | Time: 3565.61 ms [2022-04-01 06:11:09 main:574] : INFO : Epoch 1775 | loss: 0.0312245 | val_loss: 0.031226 | Time: 3511.81 ms [2022-04-01 06:11:12 main:574] : INFO : Epoch 1776 | loss: 0.0312242 | val_loss: 0.0312242 | Time: 3917.27 ms [2022-04-01 06:11:16 main:574] : INFO : Epoch 1777 | loss: 0.0312236 | val_loss: 0.0312245 | Time: 3759.46 ms [2022-04-01 06:11:20 main:574] : INFO : Epoch 1778 | loss: 0.031224 | val_loss: 0.031226 | Time: 3565.45 ms [2022-04-01 06:11:24 main:574] : INFO : Epoch 1779 | loss: 0.0312246 | val_loss: 0.0312276 | Time: 3563.57 ms [2022-04-01 06:11:27 main:574] : INFO : Epoch 1780 | loss: 0.0312258 | val_loss: 0.0312249 | Time: 3500.81 ms [2022-04-01 06:11:31 main:574] : INFO : Epoch 1781 | loss: 0.0312255 | val_loss: 0.0312252 | Time: 3526.53 ms [2022-04-01 06:11:34 main:574] : INFO : Epoch 1782 | loss: 0.0312244 | val_loss: 0.0312244 | Time: 3548.51 ms [2022-04-01 06:11:38 main:574] : INFO : Epoch 1783 | loss: 0.0312233 | val_loss: 0.0312243 | Time: 3419.43 ms [2022-04-01 06:11:41 main:574] : INFO : Epoch 1784 | loss: 0.0312237 | val_loss: 0.0312234 | Time: 3568.3 ms [2022-04-01 06:11:45 main:574] : INFO : Epoch 1785 | loss: 0.0312242 | val_loss: 0.0312245 | Time: 3490.62 ms [2022-04-01 06:11:48 main:574] : INFO : Epoch 1786 | loss: 0.0312269 | val_loss: 0.0312237 | Time: 3453.35 ms [2022-04-01 06:11:52 main:574] : INFO : Epoch 1787 | loss: 0.0312237 | val_loss: 0.0312236 | Time: 3468.27 ms [2022-04-01 06:11:56 main:574] : INFO : Epoch 1788 | loss: 0.0312232 | val_loss: 0.031226 | Time: 3529.39 ms [2022-04-01 06:11:59 main:574] : INFO : Epoch 1789 | loss: 0.0312243 | val_loss: 0.0312261 | Time: 3647.38 ms [2022-04-01 06:12:03 main:574] : INFO : Epoch 1790 | loss: 0.0312247 | val_loss: 0.0312297 | Time: 3577.49 ms [2022-04-01 06:12:06 main:574] : INFO : Epoch 1791 | loss: 0.0312246 | val_loss: 0.0312247 | Time: 3405.37 ms [2022-04-01 06:12:10 main:574] : INFO : Epoch 1792 | loss: 0.031224 | val_loss: 0.0312251 | Time: 3392.29 ms [2022-04-01 06:12:13 main:574] : INFO : Epoch 1793 | loss: 0.0312236 | val_loss: 0.0312241 | Time: 3557.62 ms [2022-04-01 06:12:17 main:574] : INFO : Epoch 1794 | loss: 0.0312241 | val_loss: 0.0312242 | Time: 3762.48 ms [2022-04-01 06:12:21 main:574] : INFO : Epoch 1795 | loss: 0.0312234 | val_loss: 0.031224 | Time: 3800.8 ms [2022-04-01 06:12:25 main:574] : INFO : Epoch 1796 | loss: 0.0312234 | val_loss: 0.0312239 | Time: 3715.13 ms [2022-04-01 06:12:28 main:574] : INFO : Epoch 1797 | loss: 0.0312245 | val_loss: 0.0312237 | Time: 3510.05 ms [2022-04-01 06:12:32 main:574] : INFO : Epoch 1798 | loss: 0.0312234 | val_loss: 0.031224 | Time: 3524.42 ms [2022-04-01 06:12:36 main:574] : INFO : Epoch 1799 | loss: 0.0312241 | val_loss: 0.0312248 | Time: 3545.48 ms [2022-04-01 06:12:39 main:574] : INFO : Epoch 1800 | loss: 0.0312234 | val_loss: 0.031224 | Time: 3624.8 ms [2022-04-01 06:12:43 main:574] : INFO : Epoch 1801 | loss: 0.0312249 | val_loss: 0.0312251 | Time: 3578.64 ms [2022-04-01 06:12:46 main:574] : INFO : Epoch 1802 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 3579.43 ms [2022-04-01 06:12:50 main:574] : INFO : Epoch 1803 | loss: 0.031224 | val_loss: 0.0312238 | Time: 3609.27 ms [2022-04-01 06:12:54 main:574] : INFO : Epoch 1804 | loss: 0.0312235 | val_loss: 0.0312239 | Time: 3516.93 ms [2022-04-01 06:12:57 main:574] : INFO : Epoch 1805 | loss: 0.0312241 | val_loss: 0.0312298 | Time: 3526.8 ms [2022-04-01 06:13:01 main:574] : INFO : Epoch 1806 | loss: 0.0312253 | val_loss: 0.0312239 | Time: 4049.15 ms [2022-04-01 06:13:05 main:574] : INFO : Epoch 1807 | loss: 0.0312235 | val_loss: 0.0312247 | Time: 3474.1 ms [2022-04-01 06:13:09 main:574] : INFO : Epoch 1808 | loss: 0.0312239 | val_loss: 0.0312242 | Time: 3601.62 ms [2022-04-01 06:13:12 main:574] : INFO : Epoch 1809 | loss: 0.0312239 | val_loss: 0.0312239 | Time: 3462.17 ms [2022-04-01 06:13:16 main:574] : INFO : Epoch 1810 | loss: 0.0312238 | val_loss: 0.0312238 | Time: 3614.93 ms [2022-04-01 06:13:19 main:574] : INFO : Epoch 1811 | loss: 0.0312241 | val_loss: 0.0312237 | Time: 3533.3 ms [2022-04-01 06:13:23 main:574] : INFO : Epoch 1812 | loss: 0.0312238 | val_loss: 0.0312236 | Time: 3593.56 ms [2022-04-01 06:13:27 main:574] : INFO : Epoch 1813 | loss: 0.031228 | val_loss: 0.0312334 | Time: 3480.51 ms [2022-04-01 06:13:30 main:574] : INFO : Epoch 1814 | loss: 0.031227 | val_loss: 0.0312246 | Time: 3628.8 ms [2022-04-01 06:13:34 main:574] : INFO : Epoch 1815 | loss: 0.0312251 | val_loss: 0.0312277 | Time: 3588.26 ms [2022-04-01 06:13:37 main:574] : INFO : Epoch 1816 | loss: 0.0312246 | val_loss: 0.0312238 | Time: 3449.64 ms [2022-04-01 06:13:42 main:574] : INFO : Epoch 1817 | loss: 0.0312233 | val_loss: 0.0312243 | Time: 4052.36 ms [2022-04-01 06:13:45 main:574] : INFO : Epoch 1818 | loss: 0.0312238 | val_loss: 0.0312235 | Time: 3515.23 ms [2022-04-01 06:13:49 main:574] : INFO : Epoch 1819 | loss: 0.031223 | val_loss: 0.0312238 | Time: 3492.5 ms [2022-04-01 06:13:52 main:574] : INFO : Epoch 1820 | loss: 0.0312233 | val_loss: 0.0312236 | Time: 3482.82 ms [2022-04-01 06:13:56 main:574] : INFO : Epoch 1821 | loss: 0.0312239 | val_loss: 0.0312259 | Time: 3496.44 ms [2022-04-01 06:13:59 main:574] : INFO : Epoch 1822 | loss: 0.0312245 | val_loss: 0.0312254 | Time: 3586.39 ms [2022-04-01 06:14:03 main:574] : INFO : Epoch 1823 | loss: 0.0312241 | val_loss: 0.0312237 | Time: 3552.07 ms [2022-04-01 06:14:07 main:574] : INFO : Epoch 1824 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 3551.65 ms [2022-04-01 06:14:10 main:574] : INFO : Epoch 1825 | loss: 0.0312238 | val_loss: 0.0312243 | Time: 3652.2 ms [2022-04-01 06:14:14 main:574] : INFO : Epoch 1826 | loss: 0.031224 | val_loss: 0.0312237 | Time: 3445.94 ms [2022-04-01 06:14:17 main:574] : INFO : Epoch 1827 | loss: 0.0312241 | val_loss: 0.0312259 | Time: 3470.49 ms [2022-04-01 06:14:21 main:574] : INFO : Epoch 1828 | loss: 0.0312239 | val_loss: 0.0312238 | Time: 3874.97 ms [2022-04-01 06:14:25 main:574] : INFO : Epoch 1829 | loss: 0.0312235 | val_loss: 0.031227 | Time: 3442.13 ms [2022-04-01 06:14:29 main:574] : INFO : Epoch 1830 | loss: 0.0312241 | val_loss: 0.031225 | Time: 3808.41 ms [2022-04-01 06:14:32 main:574] : INFO : Epoch 1831 | loss: 0.0312234 | val_loss: 0.0312247 | Time: 3575.22 ms [2022-04-01 06:14:36 main:574] : INFO : Epoch 1832 | loss: 0.0312236 | val_loss: 0.0312245 | Time: 3377.44 ms [2022-04-01 06:14:49 main:574] : INFO : Epoch 1833 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 13830.5 ms [2022-04-01 06:14:53 main:574] : INFO : Epoch 1834 | loss: 0.0312233 | val_loss: 0.0312236 | Time: 3705.13 ms [2022-04-01 06:14:57 main:574] : INFO : Epoch 1835 | loss: 0.0312234 | val_loss: 0.0312279 | Time: 3551.28 ms [2022-04-01 06:15:00 main:574] : INFO : Epoch 1836 | loss: 0.0312246 | val_loss: 0.0312263 | Time: 3533.35 ms [2022-04-01 06:15:04 main:574] : INFO : Epoch 1837 | loss: 0.0312251 | val_loss: 0.0312241 | Time: 3545.7 ms [2022-04-01 06:15:08 main:574] : INFO : Epoch 1838 | loss: 0.0312244 | val_loss: 0.0312236 | Time: 3546.37 ms [2022-04-01 06:15:11 main:574] : INFO : Epoch 1839 | loss: 0.0312248 | val_loss: 0.0312254 | Time: 3659.34 ms [2022-04-01 06:15:15 main:574] : INFO : Epoch 1840 | loss: 0.031225 | val_loss: 0.0312258 | Time: 3547.44 ms [2022-04-01 06:15:19 main:574] : INFO : Epoch 1841 | loss: 0.0312239 | val_loss: 0.0312236 | Time: 3544.52 ms [2022-04-01 06:15:22 main:574] : INFO : Epoch 1842 | loss: 0.031223 | val_loss: 0.0312239 | Time: 3609.33 ms [2022-04-01 06:15:26 main:574] : INFO : Epoch 1843 | loss: 0.031223 | val_loss: 0.0312243 | Time: 3544.74 ms [2022-04-01 06:15:29 main:574] : INFO : Epoch 1844 | loss: 0.0312236 | val_loss: 0.0312235 | Time: 3562.46 ms [2022-04-01 06:15:33 main:574] : INFO : Epoch 1845 | loss: 0.0312236 | val_loss: 0.0312234 | Time: 3581.37 ms [2022-04-01 06:15:37 main:574] : INFO : Epoch 1846 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 3541.77 ms [2022-04-01 06:15:40 main:574] : INFO : Epoch 1847 | loss: 0.0312246 | val_loss: 0.0312254 | Time: 3543.66 ms [2022-04-01 06:15:44 main:574] : INFO : Epoch 1848 | loss: 0.0312253 | val_loss: 0.0312255 | Time: 3511.42 ms [2022-04-01 06:15:47 main:574] : INFO : Epoch 1849 | loss: 0.0312246 | val_loss: 0.0312258 | Time: 3563.05 ms [2022-04-01 06:15:51 main:574] : INFO : Epoch 1850 | loss: 0.031225 | val_loss: 0.0312248 | Time: 3529.04 ms [2022-04-01 06:15:55 main:574] : INFO : Epoch 1851 | loss: 0.0312238 | val_loss: 0.0312252 | Time: 3547.1 ms [2022-04-01 06:15:58 main:574] : INFO : Epoch 1852 | loss: 0.0312237 | val_loss: 0.0312254 | Time: 3544.08 ms [2022-04-01 06:16:02 main:574] : INFO : Epoch 1853 | loss: 0.0312245 | val_loss: 0.0312244 | Time: 3662.39 ms [2022-04-01 06:16:05 main:574] : INFO : Epoch 1854 | loss: 0.0312236 | val_loss: 0.0312241 | Time: 3551.33 ms [2022-04-01 06:16:09 main:574] : INFO : Epoch 1855 | loss: 0.0312232 | val_loss: 0.0312235 | Time: 3545.97 ms [2022-04-01 06:16:13 main:574] : INFO : Epoch 1856 | loss: 0.0312237 | val_loss: 0.0312239 | Time: 3673.45 ms [2022-04-01 06:16:16 main:574] : INFO : Epoch 1857 | loss: 0.0312233 | val_loss: 0.0312235 | Time: 3547.75 ms [2022-04-01 06:16:20 main:574] : INFO : Epoch 1858 | loss: 0.0312241 | val_loss: 0.0312253 | Time: 3687.33 ms [2022-04-01 06:16:24 main:574] : INFO : Epoch 1859 | loss: 0.0312238 | val_loss: 0.0312236 | Time: 3557.63 ms [2022-04-01 06:16:27 main:574] : INFO : Epoch 1860 | loss: 0.0312233 | val_loss: 0.0312237 | Time: 3541.9 ms [2022-04-01 06:16:31 main:574] : INFO : Epoch 1861 | loss: 0.0312243 | val_loss: 0.0312254 | Time: 3664.1 ms [2022-04-01 06:16:35 main:574] : INFO : Epoch 1862 | loss: 0.0312246 | val_loss: 0.031225 | Time: 3527.99 ms [2022-04-01 06:16:38 main:574] : INFO : Epoch 1863 | loss: 0.0312265 | val_loss: 0.0312237 | Time: 3557.86 ms [2022-04-01 06:16:42 main:574] : INFO : Epoch 1864 | loss: 0.0312238 | val_loss: 0.0312238 | Time: 3612.64 ms [2022-04-01 06:16:45 main:574] : INFO : Epoch 1865 | loss: 0.0312231 | val_loss: 0.0312237 | Time: 3543.41 ms [2022-04-01 06:16:49 main:574] : INFO : Epoch 1866 | loss: 0.0312232 | val_loss: 0.0312239 | Time: 3700.25 ms [2022-04-01 06:16:53 main:574] : INFO : Epoch 1867 | loss: 0.0312239 | val_loss: 0.031228 | Time: 3755.68 ms [2022-04-01 06:16:57 main:574] : INFO : Epoch 1868 | loss: 0.0312254 | val_loss: 0.0312249 | Time: 3548.58 ms [2022-04-01 06:17:00 main:574] : INFO : Epoch 1869 | loss: 0.031225 | val_loss: 0.0312244 | Time: 3761.92 ms [2022-04-01 06:17:04 main:574] : INFO : Epoch 1870 | loss: 0.031226 | val_loss: 0.0312275 | Time: 3546.17 ms [2022-04-01 06:17:08 main:574] : INFO : Epoch 1871 | loss: 0.0312247 | val_loss: 0.0312241 | Time: 3550.2 ms [2022-04-01 06:17:11 main:574] : INFO : Epoch 1872 | loss: 0.0312252 | val_loss: 0.0312258 | Time: 3528.79 ms [2022-04-01 06:17:15 main:574] : INFO : Epoch 1873 | loss: 0.0312235 | val_loss: 0.0312238 | Time: 3547.32 ms [2022-04-01 06:17:18 main:574] : INFO : Epoch 1874 | loss: 0.0312232 | val_loss: 0.0312239 | Time: 3544.93 ms [2022-04-01 06:17:22 main:574] : INFO : Epoch 1875 | loss: 0.0312231 | val_loss: 0.0312243 | Time: 3494.75 ms [2022-04-01 06:17:26 main:574] : INFO : Epoch 1876 | loss: 0.0312234 | val_loss: 0.0312241 | Time: 3544.71 ms [2022-04-01 06:17:29 main:574] : INFO : Epoch 1877 | loss: 0.0312243 | val_loss: 0.0312236 | Time: 3550.55 ms [2022-04-01 06:17:33 main:574] : INFO : Epoch 1878 | loss: 0.0312249 | val_loss: 0.0312237 | Time: 3853.97 ms [2022-04-01 06:17:37 main:574] : INFO : Epoch 1879 | loss: 0.0312254 | val_loss: 0.0312238 | Time: 3544.88 ms [2022-04-01 06:17:41 main:574] : INFO : Epoch 1880 | loss: 0.0312263 | val_loss: 0.0312273 | Time: 4121.12 ms [2022-04-01 06:17:44 main:574] : INFO : Epoch 1881 | loss: 0.0312243 | val_loss: 0.0312239 | Time: 3527.16 ms [2022-04-01 06:17:48 main:574] : INFO : Epoch 1882 | loss: 0.0312235 | val_loss: 0.0312248 | Time: 3547.91 ms [2022-04-01 06:17:52 main:574] : INFO : Epoch 1883 | loss: 0.0312242 | val_loss: 0.0312255 | Time: 3640.11 ms [2022-04-01 06:17:55 main:574] : INFO : Epoch 1884 | loss: 0.0312243 | val_loss: 0.0312258 | Time: 3550.83 ms [2022-04-01 06:17:59 main:574] : INFO : Epoch 1885 | loss: 0.0312255 | val_loss: 0.0312268 | Time: 3526.68 ms [2022-04-01 06:18:03 main:574] : INFO : Epoch 1886 | loss: 0.0312235 | val_loss: 0.0312238 | Time: 3597.12 ms [2022-04-01 06:18:06 main:574] : INFO : Epoch 1887 | loss: 0.0312232 | val_loss: 0.0312244 | Time: 3544.13 ms [2022-04-01 06:18:10 main:574] : INFO : Epoch 1888 | loss: 0.0312231 | val_loss: 0.0312234 | Time: 3816.24 ms [2022-04-01 06:18:14 main:574] : INFO : Epoch 1889 | loss: 0.0312239 | val_loss: 0.0312236 | Time: 3604.54 ms [2022-04-01 06:18:17 main:574] : INFO : Epoch 1890 | loss: 0.0312232 | val_loss: 0.0312248 | Time: 3556.12 ms [2022-04-01 06:18:21 main:574] : INFO : Epoch 1891 | loss: 0.0312231 | val_loss: 0.0312245 | Time: 3818.01 ms [2022-04-01 06:18:25 main:574] : INFO : Epoch 1892 | loss: 0.0312237 | val_loss: 0.0312241 | Time: 3561.98 ms [2022-04-01 06:18:28 main:574] : INFO : Epoch 1893 | loss: 0.0312237 | val_loss: 0.0312252 | Time: 3548.33 ms [2022-04-01 06:18:32 main:574] : INFO : Epoch 1894 | loss: 0.0312235 | val_loss: 0.0312237 | Time: 3644.86 ms [2022-04-01 06:18:36 main:574] : INFO : Epoch 1895 | loss: 0.0312235 | val_loss: 0.0312248 | Time: 3548.74 ms [2022-04-01 06:18:39 main:574] : INFO : Epoch 1896 | loss: 0.0312234 | val_loss: 0.0312245 | Time: 3551.71 ms [2022-04-01 06:18:43 main:574] : INFO : Epoch 1897 | loss: 0.031224 | val_loss: 0.0312241 | Time: 3579.71 ms [2022-04-01 06:18:46 main:574] : INFO : Epoch 1898 | loss: 0.0312258 | val_loss: 0.0312264 | Time: 3546.93 ms [2022-04-01 06:18:50 main:574] : INFO : Epoch 1899 | loss: 0.0312251 | val_loss: 0.0312292 | Time: 3792.5 ms [2022-04-01 06:18:54 main:574] : INFO : Epoch 1900 | loss: 0.0312242 | val_loss: 0.031224 | Time: 3573.31 ms [2022-04-01 06:18:58 main:574] : INFO : Epoch 1901 | loss: 0.0312245 | val_loss: 0.0312237 | Time: 3557.68 ms [2022-04-01 06:19:01 main:574] : INFO : Epoch 1902 | loss: 0.0312258 | val_loss: 0.0312287 | Time: 3587.26 ms [2022-04-01 06:19:05 main:574] : INFO : Epoch 1903 | loss: 0.0312256 | val_loss: 0.0312237 | Time: 3548.45 ms [2022-04-01 06:19:08 main:574] : INFO : Epoch 1904 | loss: 0.0312254 | val_loss: 0.0312251 | Time: 3542.86 ms [2022-04-01 06:19:12 main:574] : INFO : Epoch 1905 | loss: 0.0312239 | val_loss: 0.0312236 | Time: 3594.34 ms [2022-04-01 06:19:16 main:574] : INFO : Epoch 1906 | loss: 0.0312234 | val_loss: 0.0312239 | Time: 3534.03 ms [2022-04-01 06:19:19 main:574] : INFO : Epoch 1907 | loss: 0.0312233 | val_loss: 0.0312235 | Time: 3592 ms [2022-04-01 06:19:23 main:574] : INFO : Epoch 1908 | loss: 0.0312234 | val_loss: 0.0312255 | Time: 3575.5 ms [2022-04-01 06:19:27 main:574] : INFO : Epoch 1909 | loss: 0.031225 | val_loss: 0.0312238 | Time: 3544.62 ms [2022-04-01 06:19:31 main:574] : INFO : Epoch 1910 | loss: 0.0312236 | val_loss: 0.0312259 | Time: 3964.38 ms [2022-04-01 06:19:34 main:574] : INFO : Epoch 1911 | loss: 0.0312236 | val_loss: 0.0312237 | Time: 3543.19 ms [2022-04-01 06:19:38 main:574] : INFO : Epoch 1912 | loss: 0.0312233 | val_loss: 0.0312256 | Time: 3546.91 ms [2022-04-01 06:19:41 main:574] : INFO : Epoch 1913 | loss: 0.031224 | val_loss: 0.0312243 | Time: 3702.43 ms [2022-04-01 06:19:45 main:574] : INFO : Epoch 1914 | loss: 0.0312236 | val_loss: 0.0312243 | Time: 3557.25 ms [2022-04-01 06:19:49 main:574] : INFO : Epoch 1915 | loss: 0.0312233 | val_loss: 0.0312235 | Time: 3492.06 ms [2022-04-01 06:19:52 main:574] : INFO : Epoch 1916 | loss: 0.0312233 | val_loss: 0.0312238 | Time: 3540.63 ms [2022-04-01 06:19:56 main:574] : INFO : Epoch 1917 | loss: 0.0312243 | val_loss: 0.0312286 | Time: 3547.53 ms [2022-04-01 06:19:59 main:574] : INFO : Epoch 1918 | loss: 0.0312251 | val_loss: 0.0312241 | Time: 3546.09 ms [2022-04-01 06:20:03 main:574] : INFO : Epoch 1919 | loss: 0.0312236 | val_loss: 0.031224 | Time: 3730.32 ms [2022-04-01 06:20:07 main:574] : INFO : Epoch 1920 | loss: 0.0312251 | val_loss: 0.0312241 | Time: 3549.29 ms [2022-04-01 06:20:10 main:574] : INFO : Epoch 1921 | loss: 0.0312243 | val_loss: 0.0312278 | Time: 3619.69 ms [2022-04-01 06:20:14 main:574] : INFO : Epoch 1922 | loss: 0.0312262 | val_loss: 0.0312245 | Time: 3546.29 ms [2022-04-01 06:20:18 main:574] : INFO : Epoch 1923 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 3546.34 ms [2022-04-01 06:20:21 main:574] : INFO : Epoch 1924 | loss: 0.0312234 | val_loss: 0.0312236 | Time: 3705.95 ms [2022-04-01 06:20:25 main:574] : INFO : Epoch 1925 | loss: 0.0312235 | val_loss: 0.0312238 | Time: 3546.27 ms [2022-04-01 06:20:29 main:574] : INFO : Epoch 1926 | loss: 0.0312247 | val_loss: 0.031226 | Time: 3557.83 ms [2022-04-01 06:20:32 main:574] : INFO : Epoch 1927 | loss: 0.0312238 | val_loss: 0.0312241 | Time: 3805.42 ms [2022-04-01 06:20:36 main:574] : INFO : Epoch 1928 | loss: 0.0312236 | val_loss: 0.0312237 | Time: 3549.51 ms [2022-04-01 06:20:40 main:574] : INFO : Epoch 1929 | loss: 0.0312236 | val_loss: 0.0312253 | Time: 3545.94 ms [2022-04-01 06:20:43 main:574] : INFO : Epoch 1930 | loss: 0.0312258 | val_loss: 0.0312241 | Time: 3597.59 ms [2022-04-01 06:20:47 main:574] : INFO : Epoch 1931 | loss: 0.0312243 | val_loss: 0.0312236 | Time: 3544.7 ms [2022-04-01 06:20:51 main:574] : INFO : Epoch 1932 | loss: 0.031224 | val_loss: 0.0312247 | Time: 4160.12 ms [2022-04-01 06:20:55 main:574] : INFO : Epoch 1933 | loss: 0.0312237 | val_loss: 0.0312243 | Time: 3550.5 ms [2022-04-01 06:20:58 main:574] : INFO : Epoch 1934 | loss: 0.0312254 | val_loss: 0.031224 | Time: 3545.14 ms [2022-04-01 06:21:02 main:574] : INFO : Epoch 1935 | loss: 0.031225 | val_loss: 0.0312236 | Time: 3788.4 ms [2022-04-01 06:21:06 main:574] : INFO : Epoch 1936 | loss: 0.0312232 | val_loss: 0.0312244 | Time: 3543.23 ms [2022-04-01 06:21:09 main:574] : INFO : Epoch 1937 | loss: 0.0312233 | val_loss: 0.0312245 | Time: 3547.37 ms [2022-04-01 06:21:13 main:574] : INFO : Epoch 1938 | loss: 0.0312246 | val_loss: 0.0312247 | Time: 3719.03 ms [2022-04-01 06:21:17 main:574] : INFO : Epoch 1939 | loss: 0.0312251 | val_loss: 0.031224 | Time: 3544.32 ms [2022-04-01 06:21:20 main:574] : INFO : Epoch 1940 | loss: 0.0312235 | val_loss: 0.0312235 | Time: 3561.45 ms [2022-04-01 06:21:24 main:574] : INFO : Epoch 1941 | loss: 0.0312233 | val_loss: 0.031224 | Time: 3549.43 ms [2022-04-01 06:21:28 main:574] : INFO : Epoch 1942 | loss: 0.031223 | val_loss: 0.0312235 | Time: 3550.3 ms [2022-04-01 06:21:31 main:574] : INFO : Epoch 1943 | loss: 0.0312229 | val_loss: 0.031224 | Time: 3684.48 ms [2022-04-01 06:21:35 main:574] : INFO : Epoch 1944 | loss: 0.0312231 | val_loss: 0.0312238 | Time: 3548.09 ms [2022-04-01 06:21:38 main:574] : INFO : Epoch 1945 | loss: 0.0312233 | val_loss: 0.0312238 | Time: 3546.59 ms [2022-04-01 06:21:42 main:574] : INFO : Epoch 1946 | loss: 0.0312231 | val_loss: 0.0312237 | Time: 3523.48 ms [2022-04-01 06:21:46 main:574] : INFO : Epoch 1947 | loss: 0.0312242 | val_loss: 0.0312237 | Time: 3538.52 ms [2022-04-01 06:21:49 main:574] : INFO : Epoch 1948 | loss: 0.0312232 | val_loss: 0.0312237 | Time: 3567.68 ms [2022-04-01 06:21:53 main:574] : INFO : Epoch 1949 | loss: 0.0312235 | val_loss: 0.0312236 | Time: 3661.05 ms [2022-04-01 06:21:57 main:574] : INFO : Epoch 1950 | loss: 0.0312232 | val_loss: 0.0312237 | Time: 3546.69 ms [2022-04-01 06:22:00 main:574] : INFO : Epoch 1951 | loss: 0.0312233 | val_loss: 0.0312239 | Time: 3564.8 ms [2022-04-01 06:22:04 main:574] : INFO : Epoch 1952 | loss: 0.0312234 | val_loss: 0.0312239 | Time: 3559.97 ms [2022-04-01 06:22:07 main:574] : INFO : Epoch 1953 | loss: 0.0312232 | val_loss: 0.0312246 | Time: 3536.14 ms [2022-04-01 06:22:11 main:574] : INFO : Epoch 1954 | loss: 0.0312238 | val_loss: 0.0312235 | Time: 3677.31 ms [2022-04-01 06:22:15 main:574] : INFO : Epoch 1955 | loss: 0.0312235 | val_loss: 0.0312266 | Time: 3547.11 ms [2022-04-01 06:22:18 main:574] : INFO : Epoch 1956 | loss: 0.0312242 | val_loss: 0.0312247 | Time: 3553.85 ms [2022-04-01 06:22:22 main:574] : INFO : Epoch 1957 | loss: 0.0312238 | val_loss: 0.0312245 | Time: 3620.3 ms [2022-04-01 06:22:26 main:574] : INFO : Epoch 1958 | loss: 0.0312245 | val_loss: 0.0312238 | Time: 3545.74 ms [2022-04-01 06:22:29 main:574] : INFO : Epoch 1959 | loss: 0.0312233 | val_loss: 0.0312238 | Time: 3556.44 ms [2022-04-01 06:22:33 main:574] : INFO : Epoch 1960 | loss: 0.0312238 | val_loss: 0.0312267 | Time: 3865.42 ms [2022-04-01 06:22:37 main:574] : INFO : Epoch 1961 | loss: 0.0312244 | val_loss: 0.0312242 | Time: 3546.2 ms [2022-04-01 06:22:40 main:574] : INFO : Epoch 1962 | loss: 0.0312235 | val_loss: 0.0312243 | Time: 3459.32 ms [2022-04-01 06:22:44 main:574] : INFO : Epoch 1963 | loss: 0.0312236 | val_loss: 0.0312238 | Time: 3567.57 ms [2022-04-01 06:22:47 main:574] : INFO : Epoch 1964 | loss: 0.0312233 | val_loss: 0.031224 | Time: 3565.14 ms [2022-04-01 06:22:51 main:574] : INFO : Epoch 1965 | loss: 0.0312233 | val_loss: 0.0312235 | Time: 3779.45 ms [2022-04-01 06:22:55 main:574] : INFO : Epoch 1966 | loss: 0.0312233 | val_loss: 0.0312248 | Time: 3551.31 ms [2022-04-01 06:22:58 main:574] : INFO : Epoch 1967 | loss: 0.0312246 | val_loss: 0.0312247 | Time: 3516.05 ms [2022-04-01 06:23:02 main:574] : INFO : Epoch 1968 | loss: 0.0312232 | val_loss: 0.0312237 | Time: 3443.47 ms [2022-04-01 06:23:05 main:574] : INFO : Epoch 1969 | loss: 0.0312237 | val_loss: 0.0312238 | Time: 3547.31 ms [2022-04-01 06:23:09 main:574] : INFO : Epoch 1970 | loss: 0.0312233 | val_loss: 0.0312236 | Time: 3550.85 ms [2022-04-01 06:23:13 main:574] : INFO : Epoch 1971 | loss: 0.0312234 | val_loss: 0.0312239 | Time: 3614.95 ms [2022-04-01 06:23:16 main:574] : INFO : Epoch 1972 | loss: 0.0312235 | val_loss: 0.0312247 | Time: 3547.79 ms [2022-04-01 06:23:20 main:574] : INFO : Epoch 1973 | loss: 0.0312246 | val_loss: 0.0312247 | Time: 3534.63 ms [2022-04-01 06:23:24 main:574] : INFO : Epoch 1974 | loss: 0.0312239 | val_loss: 0.0312239 | Time: 3667.56 ms [2022-04-01 06:23:27 main:574] : INFO : Epoch 1975 | loss: 0.0312234 | val_loss: 0.0312246 | Time: 3545.32 ms [2022-04-01 06:23:31 main:574] : INFO : Epoch 1976 | loss: 0.0312236 | val_loss: 0.0312236 | Time: 3624.07 ms [2022-04-01 06:23:35 main:574] : INFO : Epoch 1977 | loss: 0.0312239 | val_loss: 0.0312236 | Time: 3549.17 ms [2022-04-01 06:23:38 main:574] : INFO : Epoch 1978 | loss: 0.0312233 | val_loss: 0.0312238 | Time: 3543.47 ms [2022-04-01 06:23:42 main:574] : INFO : Epoch 1979 | loss: 0.0312235 | val_loss: 0.0312256 | Time: 3602.79 ms [2022-04-01 06:23:45 main:574] : INFO : Epoch 1980 | loss: 0.0312236 | val_loss: 0.031224 | Time: 3536.96 ms [2022-04-01 06:23:49 main:574] : INFO : Epoch 1981 | loss: 0.0312237 | val_loss: 0.0312238 | Time: 3552.02 ms [2022-04-01 06:23:53 main:574] : INFO : Epoch 1982 | loss: 0.0312231 | val_loss: 0.0312238 | Time: 3833.07 ms [2022-04-01 06:23:56 main:574] : INFO : Epoch 1983 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 3545.87 ms [2022-04-01 06:24:00 main:574] : INFO : Epoch 1984 | loss: 0.0312232 | val_loss: 0.0312237 | Time: 3549.81 ms [2022-04-01 06:24:04 main:574] : INFO : Epoch 1985 | loss: 0.0312237 | val_loss: 0.0312239 | Time: 3584.31 ms [2022-04-01 06:24:07 main:574] : INFO : Epoch 1986 | loss: 0.0312232 | val_loss: 0.0312243 | Time: 3542.35 ms [2022-04-01 06:24:11 main:574] : INFO : Epoch 1987 | loss: 0.0312235 | val_loss: 0.0312251 | Time: 3699.74 ms [2022-04-01 06:24:15 main:574] : INFO : Epoch 1988 | loss: 0.0312251 | val_loss: 0.0312245 | Time: 3552.05 ms [2022-04-01 06:24:18 main:574] : INFO : Epoch 1989 | loss: 0.0312237 | val_loss: 0.0312251 | Time: 3546.43 ms [2022-04-01 06:24:22 main:574] : INFO : Epoch 1990 | loss: 0.0312236 | val_loss: 0.0312237 | Time: 3659.66 ms [2022-04-01 06:24:26 main:574] : INFO : Epoch 1991 | loss: 0.0312231 | val_loss: 0.0312238 | Time: 3568.86 ms [2022-04-01 06:24:29 main:574] : INFO : Epoch 1992 | loss: 0.0312235 | val_loss: 0.0312242 | Time: 3557.47 ms [2022-04-01 06:24:33 main:574] : INFO : Epoch 1993 | loss: 0.0312234 | val_loss: 0.031224 | Time: 3527.49 ms [2022-04-01 06:24:36 main:574] : INFO : Epoch 1994 | loss: 0.0312232 | val_loss: 0.031226 | Time: 3546.5 ms [2022-04-01 06:24:40 main:574] : INFO : Epoch 1995 | loss: 0.0312252 | val_loss: 0.0312244 | Time: 3591.2 ms [2022-04-01 06:24:44 main:574] : INFO : Epoch 1996 | loss: 0.0312236 | val_loss: 0.0312237 | Time: 3607.14 ms [2022-04-01 06:24:47 main:574] : INFO : Epoch 1997 | loss: 0.031224 | val_loss: 0.0312245 | Time: 3561.86 ms [2022-04-01 06:24:51 main:574] : INFO : Epoch 1998 | loss: 0.0312234 | val_loss: 0.0312246 | Time: 3486.42 ms [2022-04-01 06:24:54 main:574] : INFO : Epoch 1999 | loss: 0.0312241 | val_loss: 0.0312247 | Time: 3562.12 ms [2022-04-01 06:24:58 main:574] : INFO : Epoch 2000 | loss: 0.0312238 | val_loss: 0.0312256 | Time: 3546.77 ms [2022-04-01 06:25:02 main:574] : INFO : Epoch 2001 | loss: 0.0312234 | val_loss: 0.0312241 | Time: 3654.41 ms [2022-04-01 06:25:05 main:574] : INFO : Epoch 2002 | loss: 0.0312233 | val_loss: 0.0312243 | Time: 3519.23 ms [2022-04-01 06:25:09 main:574] : INFO : Epoch 2003 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 3545.16 ms [2022-04-01 06:25:13 main:574] : INFO : Epoch 2004 | loss: 0.0312233 | val_loss: 0.0312247 | Time: 3921.4 ms [2022-04-01 06:25:16 main:574] : INFO : Epoch 2005 | loss: 0.031224 | val_loss: 0.0312252 | Time: 3545.01 ms [2022-04-01 06:25:20 main:574] : INFO : Epoch 2006 | loss: 0.0312234 | val_loss: 0.0312247 | Time: 3547.75 ms [2022-04-01 06:25:24 main:574] : INFO : Epoch 2007 | loss: 0.0312235 | val_loss: 0.0312259 | Time: 3761.13 ms [2022-04-01 06:25:27 main:574] : INFO : Epoch 2008 | loss: 0.0312255 | val_loss: 0.0312248 | Time: 3546.17 ms [2022-04-01 06:25:31 main:574] : INFO : Epoch 2009 | loss: 0.0312302 | val_loss: 0.0312304 | Time: 3602.4 ms [2022-04-01 06:25:35 main:574] : INFO : Epoch 2010 | loss: 0.0313409 | val_loss: 0.0320322 | Time: 3548.92 ms [2022-04-01 06:25:38 main:574] : INFO : Epoch 2011 | loss: 0.0318592 | val_loss: 0.0318621 | Time: 3547.92 ms [2022-04-01 06:25:42 main:574] : INFO : Epoch 2012 | loss: 0.0315121 | val_loss: 0.0313451 | Time: 3629.34 ms [2022-04-01 06:25:46 main:574] : INFO : Epoch 2013 | loss: 0.0312792 | val_loss: 0.0312423 | Time: 3526.79 ms [2022-04-01 06:25:49 main:574] : INFO : Epoch 2014 | loss: 0.0312358 | val_loss: 0.0312257 | Time: 3496.07 ms [2022-04-01 06:25:53 main:574] : INFO : Epoch 2015 | loss: 0.0312257 | val_loss: 0.0312239 | Time: 3689.63 ms [2022-04-01 06:25:56 main:574] : INFO : Epoch 2016 | loss: 0.0312235 | val_loss: 0.0312237 | Time: 3543.2 ms [2022-04-01 06:26:00 main:574] : INFO : Epoch 2017 | loss: 0.0312231 | val_loss: 0.0312235 | Time: 3556.15 ms [2022-04-01 06:26:04 main:574] : INFO : Epoch 2018 | loss: 0.0312233 | val_loss: 0.0312246 | Time: 3580.81 ms [2022-04-01 06:26:07 main:574] : INFO : Epoch 2019 | loss: 0.0312232 | val_loss: 0.0312242 | Time: 3559.39 ms [2022-04-01 06:26:11 main:574] : INFO : Epoch 2020 | loss: 0.0312234 | val_loss: 0.0312236 | Time: 3637.73 ms [2022-04-01 06:26:15 main:574] : INFO : Epoch 2021 | loss: 0.0312235 | val_loss: 0.0312236 | Time: 3567.6 ms [2022-04-01 06:26:18 main:574] : INFO : Epoch 2022 | loss: 0.0312232 | val_loss: 0.0312238 | Time: 3547.21 ms [2022-04-01 06:26:22 main:574] : INFO : Epoch 2023 | loss: 0.0312232 | val_loss: 0.0312237 | Time: 3823.69 ms [2022-04-01 06:26:26 main:574] : INFO : Epoch 2024 | loss: 0.0312236 | val_loss: 0.0312235 | Time: 3545.13 ms [2022-04-01 06:26:29 main:574] : INFO : Epoch 2025 | loss: 0.0312243 | val_loss: 0.0312256 | Time: 3543.77 ms [2022-04-01 06:26:33 main:574] : INFO : Epoch 2026 | loss: 0.0312241 | val_loss: 0.0312241 | Time: 3639.27 ms [2022-04-01 06:26:37 main:574] : INFO : Epoch 2027 | loss: 0.0312236 | val_loss: 0.0312237 | Time: 3545.46 ms [2022-04-01 06:26:40 main:574] : INFO : Epoch 2028 | loss: 0.0312237 | val_loss: 0.0312244 | Time: 3548.43 ms [2022-04-01 06:26:44 main:574] : INFO : Epoch 2029 | loss: 0.0312235 | val_loss: 0.0312238 | Time: 3573.73 ms [2022-04-01 06:26:47 main:574] : INFO : Epoch 2030 | loss: 0.0312234 | val_loss: 0.0312235 | Time: 3561.17 ms [2022-04-01 06:26:51 main:574] : INFO : Epoch 2031 | loss: 0.0312233 | val_loss: 0.0312238 | Time: 3776.91 ms [2022-04-01 06:26:55 main:574] : INFO : Epoch 2032 | loss: 0.0312236 | val_loss: 0.0312235 | Time: 3553.47 ms [2022-04-01 06:26:58 main:574] : INFO : Epoch 2033 | loss: 0.031223 | val_loss: 0.0312237 | Time: 3542.05 ms [2022-04-01 06:27:02 main:574] : INFO : Epoch 2034 | loss: 0.0312235 | val_loss: 0.0312242 | Time: 3811.87 ms [2022-04-01 06:27:06 main:574] : INFO : Epoch 2035 | loss: 0.0312232 | val_loss: 0.0312237 | Time: 3564.26 ms [2022-04-01 06:27:09 main:574] : INFO : Epoch 2036 | loss: 0.031223 | val_loss: 0.0312238 | Time: 3491.09 ms [2022-04-01 06:27:13 main:574] : INFO : Epoch 2037 | loss: 0.0312238 | val_loss: 0.0312244 | Time: 3631.79 ms [2022-04-01 06:27:17 main:574] : INFO : Epoch 2038 | loss: 0.0312231 | val_loss: 0.0312235 | Time: 3511.29 ms [2022-04-01 06:27:20 main:574] : INFO : Epoch 2039 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 3531.09 ms [2022-04-01 06:27:24 main:574] : INFO : Epoch 2040 | loss: 0.0312236 | val_loss: 0.0312243 | Time: 3882.76 ms [2022-04-01 06:27:28 main:574] : INFO : Epoch 2041 | loss: 0.0312237 | val_loss: 0.0312237 | Time: 3510.25 ms [2022-04-01 06:27:31 main:574] : INFO : Epoch 2042 | loss: 0.0312232 | val_loss: 0.0312234 | Time: 3558.95 ms [2022-04-01 06:27:35 main:574] : INFO : Epoch 2043 | loss: 0.0312231 | val_loss: 0.031224 | Time: 3696.51 ms [2022-04-01 06:27:39 main:574] : INFO : Epoch 2044 | loss: 0.031223 | val_loss: 0.0312238 | Time: 3422.04 ms [2022-04-01 06:27:42 main:574] : INFO : Epoch 2045 | loss: 0.0312236 | val_loss: 0.0312242 | Time: 3609.48 ms [2022-04-01 06:27:46 main:574] : INFO : Epoch 2046 | loss: 0.0312237 | val_loss: 0.0312239 | Time: 3447.35 ms [2022-04-01 06:27:49 main:574] : INFO : Epoch 2047 | loss: 0.0312236 | val_loss: 0.0312273 | Time: 3386.38 ms [2022-04-01 06:27:53 main:574] : INFO : Epoch 2048 | loss: 0.0312241 | val_loss: 0.0312234 | Time: 3670.03 ms [2022-04-01 06:27:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312234 [2022-04-01 06:27:53 main:603] : INFO : Saving end state to config to file [2022-04-01 06:27:53 main:608] : INFO : Success, exiting.. 06:27:53 (3228): 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)