Task 13760243
| Name | ParityModified-1647046026-9627-0_1 |
| Workunit | 10097860 |
| Created | 25 Mar 2022, 15:53:04 UTC |
| Sent | 25 Mar 2022, 18:09:25 UTC |
| Report deadline | 2 Apr 2022, 18:09:25 UTC |
| Received | 25 Mar 2022, 20:20:04 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 10 min 25 sec |
| CPU time | 2 hours 8 min 46 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 25 20:47:41 main:574] : INFO : Epoch 1542 | loss: 0.0309174 | val_loss: 0.0313314 | Time: 3843.56 ms [2022-03-25 20:47:45 main:574] : INFO : Epoch 1543 | loss: 0.03092 | val_loss: 0.0313802 | Time: 3803.46 ms [2022-03-25 20:47:49 main:574] : INFO : Epoch 1544 | loss: 0.0309227 | val_loss: 0.0313307 | Time: 3898.16 ms [2022-03-25 20:47:53 main:574] : INFO : Epoch 1545 | loss: 0.03092 | val_loss: 0.0313577 | Time: 3742.65 ms [2022-03-25 20:47:57 main:574] : INFO : Epoch 1546 | loss: 0.0309166 | val_loss: 0.0313604 | Time: 3794.92 ms [2022-03-25 20:48:01 main:574] : INFO : Epoch 1547 | loss: 0.030905 | val_loss: 0.0313643 | Time: 3908.96 ms [2022-03-25 20:48:04 main:574] : INFO : Epoch 1548 | loss: 0.0309132 | val_loss: 0.0313558 | Time: 3849.58 ms [2022-03-25 20:48:08 main:574] : INFO : Epoch 1549 | loss: 0.0309129 | val_loss: 0.0313252 | Time: 3725.4 ms [2022-03-25 20:48:12 main:574] : INFO : Epoch 1550 | loss: 0.0309132 | val_loss: 0.0313256 | Time: 3758.57 ms [2022-03-25 20:48:16 main:574] : INFO : Epoch 1551 | loss: 0.0309258 | val_loss: 0.0313532 | Time: 3788.62 ms [2022-03-25 20:48:20 main:574] : INFO : Epoch 1552 | loss: 0.030913 | val_loss: 0.031339 | Time: 3781.26 ms [2022-03-25 20:48:23 main:574] : INFO : Epoch 1553 | loss: 0.0309105 | val_loss: 0.031336 | Time: 3754.47 ms [2022-03-25 20:48:27 main:574] : INFO : Epoch 1554 | loss: 0.0309169 | val_loss: 0.0313272 | Time: 3888.75 ms [2022-03-25 20:48:31 main:574] : INFO : Epoch 1555 | loss: 0.0309164 | val_loss: 0.0313298 | Time: 3778.73 ms [2022-03-25 20:48:35 main:574] : INFO : Epoch 1556 | loss: 0.0309283 | val_loss: 0.0313417 | Time: 3840.44 ms [2022-03-25 20:48:39 main:574] : INFO : Epoch 1557 | loss: 0.0309258 | val_loss: 0.031363 | Time: 3812.33 ms [2022-03-25 20:48:42 main:574] : INFO : Epoch 1558 | loss: 0.0309439 | val_loss: 0.03131 | Time: 3801.13 ms [2022-03-25 20:48:46 main:574] : INFO : Epoch 1559 | loss: 0.0309206 | val_loss: 0.0313396 | Time: 3795.36 ms [2022-03-25 20:48:50 main:574] : INFO : Epoch 1560 | loss: 0.030915 | val_loss: 0.0313367 | Time: 3746.64 ms [2022-03-25 20:48:54 main:574] : INFO : Epoch 1561 | loss: 0.0309087 | val_loss: 0.0313811 | Time: 3784.04 ms [2022-03-25 20:48:58 main:574] : INFO : Epoch 1562 | loss: 0.0309109 | val_loss: 0.0313331 | Time: 3739.87 ms [2022-03-25 20:49:01 main:574] : INFO : Epoch 1563 | loss: 0.0309114 | val_loss: 0.0313253 | Time: 3800.53 ms [2022-03-25 20:49:05 main:574] : INFO : Epoch 1564 | loss: 0.0309121 | val_loss: 0.0313455 | Time: 3774.19 ms [2022-03-25 20:49:09 main:574] : INFO : Epoch 1565 | loss: 0.0309054 | val_loss: 0.0312898 | Time: 3829.4 ms [2022-03-25 20:49:13 main:574] : INFO : Epoch 1566 | loss: 0.0309184 | val_loss: 0.0312939 | Time: 3835.68 ms [2022-03-25 20:49:17 main:574] : INFO : Epoch 1567 | loss: 0.0309159 | val_loss: 0.0313136 | Time: 3866.14 ms [2022-03-25 20:49:21 main:574] : INFO : Epoch 1568 | loss: 0.0309155 | val_loss: 0.0313075 | Time: 3895.26 ms [2022-03-25 20:49:24 main:574] : INFO : Epoch 1569 | loss: 0.030921 | val_loss: 0.03134 | Time: 3817.08 ms [2022-03-25 20:49:28 main:574] : INFO : Epoch 1570 | loss: 0.0309286 | val_loss: 0.0313272 | Time: 3791.42 ms [2022-03-25 20:49:32 main:574] : INFO : Epoch 1571 | loss: 0.0309193 | val_loss: 0.0313378 | Time: 3818.56 ms [2022-03-25 20:49:36 main:574] : INFO : Epoch 1572 | loss: 0.030918 | val_loss: 0.0313841 | Time: 3756.02 ms [2022-03-25 20:49:39 main:574] : INFO : Epoch 1573 | loss: 0.030928 | val_loss: 0.0313209 | Time: 3748.64 ms [2022-03-25 20:49:43 main:574] : INFO : Epoch 1574 | loss: 0.030915 | val_loss: 0.0313171 | Time: 3848.41 ms [2022-03-25 20:49:47 main:574] : INFO : Epoch 1575 | loss: 0.0309071 | val_loss: 0.0313238 | Time: 3741.34 ms [2022-03-25 20:49:51 main:574] : INFO : Epoch 1576 | loss: 0.030914 | val_loss: 0.0313626 | Time: 3769.24 ms [2022-03-25 20:49:55 main:574] : INFO : Epoch 1577 | loss: 0.0309148 | val_loss: 0.0313187 | Time: 3907.31 ms [2022-03-25 20:49:59 main:574] : INFO : Epoch 1578 | loss: 0.0309123 | val_loss: 0.0313572 | Time: 3819.45 ms [2022-03-25 20:50:02 main:574] : INFO : Epoch 1579 | loss: 0.0309091 | val_loss: 0.0313193 | Time: 3802.2 ms [2022-03-25 20:50:06 main:574] : INFO : Epoch 1580 | loss: 0.0309153 | val_loss: 0.0313245 | Time: 3822.64 ms [2022-03-25 20:50:10 main:574] : INFO : Epoch 1581 | loss: 0.0309257 | val_loss: 0.0313446 | Time: 3817.8 ms [2022-03-25 20:50:14 main:574] : INFO : Epoch 1582 | loss: 0.0309182 | val_loss: 0.0312894 | Time: 3757.95 ms [2022-03-25 20:50:18 main:574] : INFO : Epoch 1583 | loss: 0.0309281 | val_loss: 0.0313097 | Time: 3781.79 ms [2022-03-25 20:50:21 main:574] : INFO : Epoch 1584 | loss: 0.0309259 | val_loss: 0.0313036 | Time: 3868.14 ms [2022-03-25 20:50:25 main:574] : INFO : Epoch 1585 | loss: 0.0309184 | val_loss: 0.0313358 | Time: 3914.62 ms [2022-03-25 20:50:29 main:574] : INFO : Epoch 1586 | loss: 0.0309127 | val_loss: 0.0313434 | Time: 3733.46 ms [2022-03-25 20:50:33 main:574] : INFO : Epoch 1587 | loss: 0.0309105 | val_loss: 0.031368 | Time: 3815.84 ms [2022-03-25 20:50:37 main:574] : INFO : Epoch 1588 | loss: 0.0309136 | val_loss: 0.0313858 | Time: 3805.19 ms [2022-03-25 20:50:41 main:574] : INFO : Epoch 1589 | loss: 0.03093 | val_loss: 0.0312889 | Time: 3832.74 ms [2022-03-25 20:50:44 main:574] : INFO : Epoch 1590 | loss: 0.0309256 | val_loss: 0.0313088 | Time: 3829.74 ms [2022-03-25 20:50:48 main:574] : INFO : Epoch 1591 | loss: 0.0309208 | val_loss: 0.0313113 | Time: 3899.3 ms [2022-03-25 20:50:52 main:574] : INFO : Epoch 1592 | loss: 0.0309174 | val_loss: 0.0313312 | Time: 3805 ms [2022-03-25 20:50:56 main:574] : INFO : Epoch 1593 | loss: 0.0309092 | val_loss: 0.0313583 | Time: 3843.82 ms [2022-03-25 20:51:00 main:574] : INFO : Epoch 1594 | loss: 0.0309182 | val_loss: 0.0313112 | Time: 3865.35 ms [2022-03-25 20:51:04 main:574] : INFO : Epoch 1595 | loss: 0.0309202 | val_loss: 0.0313489 | Time: 3769.22 ms [2022-03-25 20:51:08 main:574] : INFO : Epoch 1596 | loss: 0.0309168 | val_loss: 0.0313547 | Time: 3858.7 ms [2022-03-25 20:51:11 main:574] : INFO : Epoch 1597 | loss: 0.030926 | val_loss: 0.0313243 | Time: 3842.44 ms [2022-03-25 20:51:15 main:574] : INFO : Epoch 1598 | loss: 0.0309238 | val_loss: 0.0313284 | Time: 3852.22 ms [2022-03-25 20:51:19 main:574] : INFO : Epoch 1599 | loss: 0.0309139 | val_loss: 0.031337 | Time: 3757.23 ms [2022-03-25 20:51:23 main:574] : INFO : Epoch 1600 | loss: 0.0309241 | val_loss: 0.0313315 | Time: 3814.8 ms [2022-03-25 20:51:27 main:574] : INFO : Epoch 1601 | loss: 0.030958 | val_loss: 0.0312229 | Time: 3827.34 ms [2022-03-25 20:51:30 main:574] : INFO : Epoch 1602 | loss: 0.031011 | val_loss: 0.0313497 | Time: 3799.41 ms [2022-03-25 20:51:34 main:574] : INFO : Epoch 1603 | loss: 0.0314506 | val_loss: 0.0319997 | Time: 3792.36 ms [2022-03-25 20:51:38 main:574] : INFO : Epoch 1604 | loss: 0.0311968 | val_loss: 0.0313577 | Time: 3762.57 ms [2022-03-25 20:51:42 main:574] : INFO : Epoch 1605 | loss: 0.0309597 | val_loss: 0.0313066 | Time: 3789.44 ms [2022-03-25 20:51:46 main:574] : INFO : Epoch 1606 | loss: 0.0309335 | val_loss: 0.0313001 | Time: 3847.58 ms [2022-03-25 20:51:49 main:574] : INFO : Epoch 1607 | loss: 0.0309242 | val_loss: 0.0313379 | Time: 3854 ms [2022-03-25 20:51:53 main:574] : INFO : Epoch 1608 | loss: 0.0309311 | val_loss: 0.0313299 | Time: 3760.57 ms [2022-03-25 20:51:57 main:574] : INFO : Epoch 1609 | loss: 0.0309159 | val_loss: 0.0313245 | Time: 3830.49 ms [2022-03-25 20:52:01 main:574] : INFO : Epoch 1610 | loss: 0.0309098 | val_loss: 0.0313456 | Time: 3832.68 ms [2022-03-25 20:52:05 main:574] : INFO : Epoch 1611 | loss: 0.0309245 | val_loss: 0.0313372 | Time: 3799.76 ms [2022-03-25 20:52:08 main:574] : INFO : Epoch 1612 | loss: 0.0309181 | val_loss: 0.0312955 | Time: 3747.81 ms [2022-03-25 20:52:12 main:574] : INFO : Epoch 1613 | loss: 0.0309482 | val_loss: 0.0313186 | Time: 3812.49 ms [2022-03-25 20:52:16 main:574] : INFO : Epoch 1614 | loss: 0.0309374 | val_loss: 0.0313349 | Time: 3857.86 ms [2022-03-25 20:52:20 main:574] : INFO : Epoch 1615 | loss: 0.0309186 | val_loss: 0.0312998 | Time: 3747.41 ms [2022-03-25 20:52:24 main:574] : INFO : Epoch 1616 | loss: 0.0309223 | val_loss: 0.0313443 | Time: 3800.26 ms [2022-03-25 20:52:28 main:574] : INFO : Epoch 1617 | loss: 0.0309239 | val_loss: 0.0313406 | Time: 3858.25 ms [2022-03-25 20:52:31 main:574] : INFO : Epoch 1618 | loss: 0.0309257 | val_loss: 0.0312915 | Time: 3791.7 ms [2022-03-25 20:52:35 main:574] : INFO : Epoch 1619 | loss: 0.0309183 | val_loss: 0.0313164 | Time: 3739.93 ms [2022-03-25 20:52:39 main:574] : INFO : Epoch 1620 | loss: 0.0309119 | val_loss: 0.0313215 | Time: 3760.18 ms [2022-03-25 20:52:43 main:574] : INFO : Epoch 1621 | loss: 0.0309109 | val_loss: 0.0313084 | Time: 3705.56 ms [2022-03-25 20:52:46 main:574] : INFO : Epoch 1622 | loss: 0.0309145 | val_loss: 0.0313318 | Time: 3822.69 ms [2022-03-25 20:52:50 main:574] : INFO : Epoch 1623 | loss: 0.0309214 | val_loss: 0.031347 | Time: 3749.72 ms [2022-03-25 20:52:54 main:574] : INFO : Epoch 1624 | loss: 0.0309421 | val_loss: 0.0312812 | Time: 3773.59 ms [2022-03-25 20:52:58 main:574] : INFO : Epoch 1625 | loss: 0.0309441 | val_loss: 0.0313377 | Time: 3764.69 ms [2022-03-25 20:53:02 main:574] : INFO : Epoch 1626 | loss: 0.0309256 | val_loss: 0.0313502 | Time: 3854.34 ms [2022-03-25 20:53:05 main:574] : INFO : Epoch 1627 | loss: 0.0309206 | val_loss: 0.0313014 | Time: 3811.2 ms [2022-03-25 20:53:09 main:574] : INFO : Epoch 1628 | loss: 0.0309113 | val_loss: 0.0313011 | Time: 3842.24 ms [2022-03-25 20:53:13 main:574] : INFO : Epoch 1629 | loss: 0.0309142 | val_loss: 0.0313085 | Time: 3750.04 ms [2022-03-25 20:53:17 main:574] : INFO : Epoch 1630 | loss: 0.0309175 | val_loss: 0.0313424 | Time: 3887.45 ms [2022-03-25 20:53:21 main:574] : INFO : Epoch 1631 | loss: 0.0309191 | val_loss: 0.0313321 | Time: 3840.02 ms [2022-03-25 20:53:25 main:574] : INFO : Epoch 1632 | loss: 0.0309139 | val_loss: 0.0313088 | Time: 3867.27 ms [2022-03-25 20:53:28 main:574] : INFO : Epoch 1633 | loss: 0.0309211 | val_loss: 0.0313058 | Time: 3797.92 ms [2022-03-25 20:53:32 main:574] : INFO : Epoch 1634 | loss: 0.0309113 | val_loss: 0.0313301 | Time: 3802.06 ms [2022-03-25 20:53:36 main:574] : INFO : Epoch 1635 | loss: 0.0309168 | val_loss: 0.0313362 | Time: 3877.43 ms [2022-03-25 20:53:40 main:574] : INFO : Epoch 1636 | loss: 0.0309262 | val_loss: 0.0313291 | Time: 3819.01 ms [2022-03-25 20:53:44 main:574] : INFO : Epoch 1637 | loss: 0.0309196 | val_loss: 0.0312988 | Time: 3811.6 ms [2022-03-25 20:53:48 main:574] : INFO : Epoch 1638 | loss: 0.0309205 | val_loss: 0.0313409 | Time: 3793.6 ms [2022-03-25 20:53:51 main:574] : INFO : Epoch 1639 | loss: 0.0309164 | val_loss: 0.0313144 | Time: 3821.44 ms [2022-03-25 20:53:55 main:574] : INFO : Epoch 1640 | loss: 0.0309197 | val_loss: 0.0312999 | Time: 3854.27 ms [2022-03-25 20:53:59 main:574] : INFO : Epoch 1641 | loss: 0.0309197 | val_loss: 0.0313314 | Time: 3725.67 ms [2022-03-25 20:54:03 main:574] : INFO : Epoch 1642 | loss: 0.0309078 | val_loss: 0.0313228 | Time: 3777.8 ms [2022-03-25 20:54:07 main:574] : INFO : Epoch 1643 | loss: 0.0309306 | val_loss: 0.0313601 | Time: 3804.48 ms [2022-03-25 20:54:10 main:574] : INFO : Epoch 1644 | loss: 0.0309294 | val_loss: 0.0313101 | Time: 3811.4 ms [2022-03-25 20:54:14 main:574] : INFO : Epoch 1645 | loss: 0.0309214 | val_loss: 0.0312928 | Time: 3815.12 ms [2022-03-25 20:54:18 main:574] : INFO : Epoch 1646 | loss: 0.0309128 | val_loss: 0.0313149 | Time: 3955.47 ms [2022-03-25 20:54:22 main:574] : INFO : Epoch 1647 | loss: 0.0309095 | val_loss: 0.0313385 | Time: 3876.25 ms [2022-03-25 20:54:26 main:574] : INFO : Epoch 1648 | loss: 0.0309123 | val_loss: 0.0313524 | Time: 3832.39 ms [2022-03-25 20:54:30 main:574] : INFO : Epoch 1649 | loss: 0.0309309 | val_loss: 0.0312498 | Time: 3781.3 ms [2022-03-25 20:54:34 main:574] : INFO : Epoch 1650 | loss: 0.0309503 | val_loss: 0.0313083 | Time: 3868.38 ms [2022-03-25 20:54:37 main:574] : INFO : Epoch 1651 | loss: 0.0309208 | val_loss: 0.0313101 | Time: 3824.8 ms [2022-03-25 20:54:41 main:574] : INFO : Epoch 1652 | loss: 0.0309205 | val_loss: 0.0313297 | Time: 3686.63 ms [2022-03-25 20:54:45 main:574] : INFO : Epoch 1653 | loss: 0.0309124 | val_loss: 0.0313167 | Time: 3793.45 ms [2022-03-25 20:54:49 main:574] : INFO : Epoch 1654 | loss: 0.0309134 | val_loss: 0.0313228 | Time: 3758.29 ms [2022-03-25 20:54:52 main:574] : INFO : Epoch 1655 | loss: 0.0309238 | val_loss: 0.0312947 | Time: 3794.34 ms [2022-03-25 20:54:56 main:574] : INFO : Epoch 1656 | loss: 0.0309202 | val_loss: 0.0313425 | Time: 3742.5 ms [2022-03-25 20:55:00 main:574] : INFO : Epoch 1657 | loss: 0.0309188 | val_loss: 0.0313104 | Time: 3901.65 ms [2022-03-25 20:55:04 main:574] : INFO : Epoch 1658 | loss: 0.0309284 | val_loss: 0.0313149 | Time: 3759.99 ms [2022-03-25 20:55:08 main:574] : INFO : Epoch 1659 | loss: 0.0309324 | val_loss: 0.031317 | Time: 3799.61 ms [2022-03-25 20:55:11 main:574] : INFO : Epoch 1660 | loss: 0.0309305 | val_loss: 0.0312945 | Time: 3766.93 ms [2022-03-25 20:55:15 main:574] : INFO : Epoch 1661 | loss: 0.0309138 | val_loss: 0.031316 | Time: 3920.93 ms [2022-03-25 20:55:19 main:574] : INFO : Epoch 1662 | loss: 0.030907 | val_loss: 0.0313715 | Time: 3750.45 ms [2022-03-25 20:55:23 main:574] : INFO : Epoch 1663 | loss: 0.0309226 | val_loss: 0.0313397 | Time: 3791.55 ms [2022-03-25 20:55:27 main:574] : INFO : Epoch 1664 | loss: 0.0309363 | val_loss: 0.0313224 | Time: 3737.26 ms [2022-03-25 20:55:30 main:574] : INFO : Epoch 1665 | loss: 0.0309183 | val_loss: 0.0313363 | Time: 3794.57 ms [2022-03-25 20:55:34 main:574] : INFO : Epoch 1666 | loss: 0.0309137 | val_loss: 0.031328 | Time: 3827.69 ms [2022-03-25 20:55:38 main:574] : INFO : Epoch 1667 | loss: 0.0309076 | val_loss: 0.0313135 | Time: 3790.31 ms [2022-03-25 20:55:42 main:574] : INFO : Epoch 1668 | loss: 0.0309111 | val_loss: 0.0313373 | Time: 3804.17 ms [2022-03-25 20:55:46 main:574] : INFO : Epoch 1669 | loss: 0.0309169 | val_loss: 0.0313152 | Time: 3806.37 ms [2022-03-25 20:55:49 main:574] : INFO : Epoch 1670 | loss: 0.0309162 | val_loss: 0.031317 | Time: 3817.94 ms [2022-03-25 20:55:53 main:574] : INFO : Epoch 1671 | loss: 0.0309151 | val_loss: 0.0313628 | Time: 3825.52 ms [2022-03-25 20:55:57 main:574] : INFO : Epoch 1672 | loss: 0.0309356 | val_loss: 0.03129 | Time: 3792.29 ms [2022-03-25 20:56:01 main:574] : INFO : Epoch 1673 | loss: 0.0309284 | val_loss: 0.0313083 | Time: 3804.92 ms [2022-03-25 20:56:05 main:574] : INFO : Epoch 1674 | loss: 0.0309126 | val_loss: 0.0313261 | Time: 3805.83 ms [2022-03-25 20:56:09 main:574] : INFO : Epoch 1675 | loss: 0.0309174 | val_loss: 0.0313047 | Time: 3830.39 ms [2022-03-25 20:56:12 main:574] : INFO : Epoch 1676 | loss: 0.0309186 | val_loss: 0.0313186 | Time: 3833.4 ms [2022-03-25 20:56:16 main:574] : INFO : Epoch 1677 | loss: 0.0309297 | val_loss: 0.0312997 | Time: 3880.21 ms [2022-03-25 20:56:20 main:574] : INFO : Epoch 1678 | loss: 0.0309266 | val_loss: 0.0312867 | Time: 3880.51 ms [2022-03-25 20:56:24 main:574] : INFO : Epoch 1679 | loss: 0.0309266 | val_loss: 0.0313534 | Time: 3837.44 ms [2022-03-25 20:56:28 main:574] : INFO : Epoch 1680 | loss: 0.0309213 | val_loss: 0.0313344 | Time: 3897.61 ms [2022-03-25 20:56:32 main:574] : INFO : Epoch 1681 | loss: 0.0309181 | val_loss: 0.0312998 | Time: 3822.49 ms [2022-03-25 20:56:36 main:574] : INFO : Epoch 1682 | loss: 0.0309122 | val_loss: 0.0312937 | Time: 3805.67 ms [2022-03-25 20:56:39 main:574] : INFO : Epoch 1683 | loss: 0.0309116 | val_loss: 0.0313204 | Time: 3740.46 ms [2022-03-25 20:56:43 main:574] : INFO : Epoch 1684 | loss: 0.0309213 | val_loss: 0.0313373 | Time: 3718.3 ms [2022-03-25 20:56:47 main:574] : INFO : Epoch 1685 | loss: 0.0309149 | val_loss: 0.0313087 | Time: 3809.29 ms [2022-03-25 20:56:51 main:574] : INFO : Epoch 1686 | loss: 0.030916 | val_loss: 0.0313186 | Time: 3734.25 ms [2022-03-25 20:56:54 main:574] : INFO : Epoch 1687 | loss: 0.0309115 | val_loss: 0.0313628 | Time: 3740.96 ms [2022-03-25 20:56:58 main:574] : INFO : Epoch 1688 | loss: 0.0309167 | val_loss: 0.0313075 | Time: 3850.46 ms [2022-03-25 20:57:02 main:574] : INFO : Epoch 1689 | loss: 0.0309175 | val_loss: 0.0313423 | Time: 3842.45 ms [2022-03-25 20:57:06 main:574] : INFO : Epoch 1690 | loss: 0.0309133 | val_loss: 0.0313129 | Time: 3816.65 ms [2022-03-25 20:57:10 main:574] : INFO : Epoch 1691 | loss: 0.0309104 | val_loss: 0.0313561 | Time: 3780.51 ms [2022-03-25 20:57:13 main:574] : INFO : Epoch 1692 | loss: 0.0309194 | val_loss: 0.0313396 | Time: 3745.01 ms [2022-03-25 20:57:17 main:574] : INFO : Epoch 1693 | loss: 0.0309269 | val_loss: 0.0313484 | Time: 3695.9 ms [2022-03-25 20:57:21 main:574] : INFO : Epoch 1694 | loss: 0.030918 | val_loss: 0.0313441 | Time: 3826.67 ms [2022-03-25 20:57:25 main:574] : INFO : Epoch 1695 | loss: 0.0309389 | val_loss: 0.0313042 | Time: 3850.87 ms [2022-03-25 20:57:29 main:574] : INFO : Epoch 1696 | loss: 0.0309297 | val_loss: 0.0313216 | Time: 3794.57 ms [2022-03-25 20:57:32 main:574] : INFO : Epoch 1697 | loss: 0.0309169 | val_loss: 0.0313547 | Time: 3839.12 ms [2022-03-25 20:57:36 main:574] : INFO : Epoch 1698 | loss: 0.0309132 | val_loss: 0.0313153 | Time: 3807.01 ms [2022-03-25 20:57:40 main:574] : INFO : Epoch 1699 | loss: 0.030919 | val_loss: 0.0313107 | Time: 3801.33 ms [2022-03-25 20:57:44 main:574] : INFO : Epoch 1700 | loss: 0.0309181 | val_loss: 0.0313456 | Time: 3795.34 ms [2022-03-25 20:57:48 main:574] : INFO : Epoch 1701 | loss: 0.0309134 | val_loss: 0.0313728 | Time: 3780.87 ms [2022-03-25 20:57:51 main:574] : INFO : Epoch 1702 | loss: 0.030908 | val_loss: 0.0313229 | Time: 3715.73 ms [2022-03-25 20:57:55 main:574] : INFO : Epoch 1703 | loss: 0.0309078 | val_loss: 0.031318 | Time: 3842.21 ms [2022-03-25 20:57:59 main:574] : INFO : Epoch 1704 | loss: 0.030918 | val_loss: 0.0313457 | Time: 3842.33 ms [2022-03-25 20:58:03 main:574] : INFO : Epoch 1705 | loss: 0.0309123 | val_loss: 0.0312973 | Time: 3862.27 ms [2022-03-25 20:58:07 main:574] : INFO : Epoch 1706 | loss: 0.0309163 | val_loss: 0.0313245 | Time: 3831.81 ms [2022-03-25 20:58:10 main:574] : INFO : Epoch 1707 | loss: 0.0309189 | val_loss: 0.0313203 | Time: 3736.92 ms [2022-03-25 20:58:14 main:574] : INFO : Epoch 1708 | loss: 0.0309168 | val_loss: 0.0313219 | Time: 3843.15 ms [2022-03-25 20:58:18 main:574] : INFO : Epoch 1709 | loss: 0.0309101 | val_loss: 0.0313305 | Time: 3883.77 ms [2022-03-25 20:58:22 main:574] : INFO : Epoch 1710 | loss: 0.0309174 | val_loss: 0.0313532 | Time: 3778.98 ms [2022-03-25 20:58:26 main:574] : INFO : Epoch 1711 | loss: 0.0309134 | val_loss: 0.0313164 | Time: 3879.57 ms [2022-03-25 20:58:30 main:574] : INFO : Epoch 1712 | loss: 0.0309068 | val_loss: 0.0313338 | Time: 3840.81 ms [2022-03-25 20:58:33 main:574] : INFO : Epoch 1713 | loss: 0.03091 | val_loss: 0.0313334 | Time: 3765.14 ms [2022-03-25 20:58:37 main:574] : INFO : Epoch 1714 | loss: 0.0309111 | val_loss: 0.031332 | Time: 3808.56 ms [2022-03-25 20:58:41 main:574] : INFO : Epoch 1715 | loss: 0.03092 | val_loss: 0.0313399 | Time: 3827.91 ms [2022-03-25 20:58:45 main:574] : INFO : Epoch 1716 | loss: 0.0309201 | val_loss: 0.031307 | Time: 3759.34 ms [2022-03-25 20:58:49 main:574] : INFO : Epoch 1717 | loss: 0.0309431 | val_loss: 0.0312859 | Time: 3872.24 ms [2022-03-25 20:58:53 main:574] : INFO : Epoch 1718 | loss: 0.0309554 | val_loss: 0.0313059 | Time: 3810.53 ms [2022-03-25 20:58:56 main:574] : INFO : Epoch 1719 | loss: 0.0309266 | val_loss: 0.0313343 | Time: 3869.96 ms [2022-03-25 20:59:00 main:574] : INFO : Epoch 1720 | loss: 0.030914 | val_loss: 0.0313325 | Time: 3926.05 ms [2022-03-25 20:59:04 main:574] : INFO : Epoch 1721 | loss: 0.0309089 | val_loss: 0.0312948 | Time: 3836.35 ms [2022-03-25 20:59:08 main:574] : INFO : Epoch 1722 | loss: 0.0309138 | val_loss: 0.031294 | Time: 3919.44 ms [2022-03-25 20:59:12 main:574] : INFO : Epoch 1723 | loss: 0.0309166 | val_loss: 0.0313474 | Time: 3761.77 ms [2022-03-25 20:59:16 main:574] : INFO : Epoch 1724 | loss: 0.0309212 | val_loss: 0.031325 | Time: 3752.62 ms [2022-03-25 20:59:20 main:574] : INFO : Epoch 1725 | loss: 0.0309287 | val_loss: 0.0312932 | Time: 3852.4 ms [2022-03-25 20:59:23 main:574] : INFO : Epoch 1726 | loss: 0.0309205 | val_loss: 0.0313093 | Time: 3752.07 ms [2022-03-25 20:59:27 main:574] : INFO : Epoch 1727 | loss: 0.0309105 | val_loss: 0.0313301 | Time: 3746 ms [2022-03-25 20:59:31 main:574] : INFO : Epoch 1728 | loss: 0.0309192 | val_loss: 0.0313465 | Time: 3791.69 ms [2022-03-25 20:59:35 main:574] : INFO : Epoch 1729 | loss: 0.0309246 | val_loss: 0.0313431 | Time: 3808.7 ms [2022-03-25 20:59:38 main:574] : INFO : Epoch 1730 | loss: 0.0309161 | val_loss: 0.0313479 | Time: 3812.69 ms [2022-03-25 20:59:42 main:574] : INFO : Epoch 1731 | loss: 0.0309122 | val_loss: 0.0313045 | Time: 3826.05 ms [2022-03-25 20:59:46 main:574] : INFO : Epoch 1732 | loss: 0.0309196 | val_loss: 0.03133 | Time: 3851.52 ms [2022-03-25 20:59:50 main:574] : INFO : Epoch 1733 | loss: 0.0309167 | val_loss: 0.0313111 | Time: 3833.83 ms [2022-03-25 20:59:54 main:574] : INFO : Epoch 1734 | loss: 0.0309172 | val_loss: 0.0313018 | Time: 3847.68 ms [2022-03-25 20:59:58 main:574] : INFO : Epoch 1735 | loss: 0.0309196 | val_loss: 0.0313314 | Time: 3860.59 ms [2022-03-25 21:00:01 main:574] : INFO : Epoch 1736 | loss: 0.0309192 | val_loss: 0.031291 | Time: 3782.33 ms [2022-03-25 21:00:05 main:574] : INFO : Epoch 1737 | loss: 0.0309196 | val_loss: 0.0313465 | Time: 3802.6 ms [2022-03-25 21:00:09 main:574] : INFO : Epoch 1738 | loss: 0.0309101 | val_loss: 0.031318 | Time: 3801.03 ms [2022-03-25 21:00:13 main:574] : INFO : Epoch 1739 | loss: 0.0309131 | val_loss: 0.0313322 | Time: 3849.68 ms [2022-03-25 21:00:17 main:574] : INFO : Epoch 1740 | loss: 0.0309095 | val_loss: 0.0313727 | Time: 3833.44 ms [2022-03-25 21:00:21 main:574] : INFO : Epoch 1741 | loss: 0.0309197 | val_loss: 0.0313216 | Time: 3914.95 ms [2022-03-25 21:00:25 main:574] : INFO : Epoch 1742 | loss: 0.0309219 | val_loss: 0.0313288 | Time: 3801.75 ms [2022-03-25 21:00:28 main:574] : INFO : Epoch 1743 | loss: 0.0309265 | val_loss: 0.0313439 | Time: 3809.26 ms [2022-03-25 21:00:32 main:574] : INFO : Epoch 1744 | loss: 0.0309176 | val_loss: 0.0313462 | Time: 3789.95 ms [2022-03-25 21:00:36 main:574] : INFO : Epoch 1745 | loss: 0.0309159 | val_loss: 0.0313383 | Time: 3739.48 ms [2022-03-25 21:00:40 main:574] : INFO : Epoch 1746 | loss: 0.0309184 | val_loss: 0.0313647 | Time: 3917.49 ms [2022-03-25 21:00:44 main:574] : INFO : Epoch 1747 | loss: 0.0309215 | val_loss: 0.0313353 | Time: 3870.43 ms [2022-03-25 21:00:48 main:574] : INFO : Epoch 1748 | loss: 0.0309164 | val_loss: 0.031339 | Time: 3847.34 ms [2022-03-25 21:00:51 main:574] : INFO : Epoch 1749 | loss: 0.0309171 | val_loss: 0.0313474 | Time: 3807.38 ms [2022-03-25 21:00:55 main:574] : INFO : Epoch 1750 | loss: 0.0309159 | val_loss: 0.0313416 | Time: 3817.5 ms [2022-03-25 21:00:59 main:574] : INFO : Epoch 1751 | loss: 0.0309065 | val_loss: 0.0313457 | Time: 3823.2 ms [2022-03-25 21:01:03 main:574] : INFO : Epoch 1752 | loss: 0.0309124 | val_loss: 0.0313693 | Time: 3690.42 ms [2022-03-25 21:01:07 main:574] : INFO : Epoch 1753 | loss: 0.0309233 | val_loss: 0.0313207 | Time: 3867.1 ms [2022-03-25 21:01:10 main:574] : INFO : Epoch 1754 | loss: 0.0309309 | val_loss: 0.0312892 | Time: 3806.73 ms [2022-03-25 21:01:14 main:574] : INFO : Epoch 1755 | loss: 0.030922 | val_loss: 0.0313528 | Time: 3829.96 ms [2022-03-25 21:01:18 main:574] : INFO : Epoch 1756 | loss: 0.0309112 | val_loss: 0.0313591 | Time: 3773.59 ms [2022-03-25 21:01:22 main:574] : INFO : Epoch 1757 | loss: 0.0309196 | val_loss: 0.0313213 | Time: 3824.94 ms [2022-03-25 21:01:26 main:574] : INFO : Epoch 1758 | loss: 0.0309208 | val_loss: 0.031321 | Time: 3821.6 ms [2022-03-25 21:01:29 main:574] : INFO : Epoch 1759 | loss: 0.0309205 | val_loss: 0.0312789 | Time: 3813.53 ms [2022-03-25 21:01:33 main:574] : INFO : Epoch 1760 | loss: 0.0309111 | val_loss: 0.0313431 | Time: 3770.25 ms [2022-03-25 21:01:37 main:574] : INFO : Epoch 1761 | loss: 0.0309169 | val_loss: 0.0313464 | Time: 3908.42 ms [2022-03-25 21:01:41 main:574] : INFO : Epoch 1762 | loss: 0.030931 | val_loss: 0.0313125 | Time: 3873.36 ms [2022-03-25 21:01:45 main:574] : INFO : Epoch 1763 | loss: 0.0309132 | val_loss: 0.0313433 | Time: 3776.13 ms [2022-03-25 21:01:49 main:574] : INFO : Epoch 1764 | loss: 0.0309192 | val_loss: 0.0313405 | Time: 3890.24 ms [2022-03-25 21:01:53 main:574] : INFO : Epoch 1765 | loss: 0.0309157 | val_loss: 0.0313276 | Time: 3873.83 ms [2022-03-25 21:01:56 main:574] : INFO : Epoch 1766 | loss: 0.0309253 | val_loss: 0.0313554 | Time: 3842.97 ms [2022-03-25 21:02:00 main:574] : INFO : Epoch 1767 | loss: 0.0309194 | val_loss: 0.0313263 | Time: 3744.9 ms [2022-03-25 21:02:04 main:574] : INFO : Epoch 1768 | loss: 0.0309216 | val_loss: 0.0312833 | Time: 3869.11 ms [2022-03-25 21:02:08 main:574] : INFO : Epoch 1769 | loss: 0.0309418 | val_loss: 0.031364 | Time: 3830 ms [2022-03-25 21:02:12 main:574] : INFO : Epoch 1770 | loss: 0.0309253 | val_loss: 0.0313462 | Time: 3866.62 ms [2022-03-25 21:02:16 main:574] : INFO : Epoch 1771 | loss: 0.030917 | val_loss: 0.0313162 | Time: 3854.88 ms [2022-03-25 21:02:19 main:574] : INFO : Epoch 1772 | loss: 0.0309148 | val_loss: 0.0313251 | Time: 3858.15 ms [2022-03-25 21:02:23 main:574] : INFO : Epoch 1773 | loss: 0.0309156 | val_loss: 0.0313257 | Time: 3873.57 ms [2022-03-25 21:02:27 main:574] : INFO : Epoch 1774 | loss: 0.0309206 | val_loss: 0.0313574 | Time: 3840.14 ms [2022-03-25 21:02:31 main:574] : INFO : Epoch 1775 | loss: 0.0309096 | val_loss: 0.0313277 | Time: 3797.74 ms [2022-03-25 21:02:35 main:574] : INFO : Epoch 1776 | loss: 0.0309177 | val_loss: 0.0313129 | Time: 3815.86 ms [2022-03-25 21:02:39 main:574] : INFO : Epoch 1777 | loss: 0.0309179 | val_loss: 0.0313406 | Time: 3901.76 ms [2022-03-25 21:02:43 main:574] : INFO : Epoch 1778 | loss: 0.0309168 | val_loss: 0.0313376 | Time: 3834.6 ms [2022-03-25 21:02:46 main:574] : INFO : Epoch 1779 | loss: 0.0309092 | val_loss: 0.0313432 | Time: 3775.34 ms [2022-03-25 21:02:50 main:574] : INFO : Epoch 1780 | loss: 0.0309075 | val_loss: 0.031306 | Time: 3844.45 ms [2022-03-25 21:02:54 main:574] : INFO : Epoch 1781 | loss: 0.0309187 | val_loss: 0.0313153 | Time: 3884.89 ms [2022-03-25 21:02:58 main:574] : INFO : Epoch 1782 | loss: 0.0309207 | val_loss: 0.0313088 | Time: 3785.96 ms [2022-03-25 21:03:02 main:574] : INFO : Epoch 1783 | loss: 0.0309214 | val_loss: 0.031297 | Time: 3801.12 ms [2022-03-25 21:03:05 main:574] : INFO : Epoch 1784 | loss: 0.0309127 | val_loss: 0.0313334 | Time: 3757.87 ms [2022-03-25 21:03:09 main:574] : INFO : Epoch 1785 | loss: 0.0309108 | val_loss: 0.031315 | Time: 3755.45 ms [2022-03-25 21:03:13 main:574] : INFO : Epoch 1786 | loss: 0.0309091 | val_loss: 0.0313368 | Time: 3788.93 ms [2022-03-25 21:03:17 main:574] : INFO : Epoch 1787 | loss: 0.0309145 | val_loss: 0.0313318 | Time: 3744.97 ms [2022-03-25 21:03:21 main:574] : INFO : Epoch 1788 | loss: 0.0309151 | val_loss: 0.0313357 | Time: 3829.38 ms [2022-03-25 21:03:24 main:574] : INFO : Epoch 1789 | loss: 0.0309159 | val_loss: 0.0313514 | Time: 3798.28 ms [2022-03-25 21:03:28 main:574] : INFO : Epoch 1790 | loss: 0.0309261 | val_loss: 0.0313446 | Time: 3853.47 ms [2022-03-25 21:03:32 main:574] : INFO : Epoch 1791 | loss: 0.0309137 | val_loss: 0.0313327 | Time: 3864.69 ms [2022-03-25 21:03:36 main:574] : INFO : Epoch 1792 | loss: 0.0309133 | val_loss: 0.0313248 | Time: 3815.03 ms [2022-03-25 21:03:40 main:574] : INFO : Epoch 1793 | loss: 0.0309191 | val_loss: 0.0313329 | Time: 3894.54 ms [2022-03-25 21:03:44 main:574] : INFO : Epoch 1794 | loss: 0.0309133 | val_loss: 0.0313117 | Time: 3851 ms [2022-03-25 21:03:47 main:574] : INFO : Epoch 1795 | loss: 0.0309082 | val_loss: 0.0313559 | Time: 3804.4 ms [2022-03-25 21:03:51 main:574] : INFO : Epoch 1796 | loss: 0.0309109 | val_loss: 0.031336 | Time: 3822.96 ms [2022-03-25 21:03:55 main:574] : INFO : Epoch 1797 | loss: 0.0309131 | val_loss: 0.0313159 | Time: 3863.39 ms [2022-03-25 21:03:59 main:574] : INFO : Epoch 1798 | loss: 0.0309206 | val_loss: 0.0313221 | Time: 3757.37 ms [2022-03-25 21:04:03 main:574] : INFO : Epoch 1799 | loss: 0.0309099 | val_loss: 0.0313238 | Time: 3808.7 ms [2022-03-25 21:04:07 main:574] : INFO : Epoch 1800 | loss: 0.0309091 | val_loss: 0.031307 | Time: 3944.93 ms [2022-03-25 21:04:10 main:574] : INFO : Epoch 1801 | loss: 0.030914 | val_loss: 0.0313983 | Time: 3776.7 ms [2022-03-25 21:04:14 main:574] : INFO : Epoch 1802 | loss: 0.0309116 | val_loss: 0.0313075 | Time: 3873.84 ms [2022-03-25 21:04:18 main:574] : INFO : Epoch 1803 | loss: 0.0309186 | val_loss: 0.0313194 | Time: 3866.86 ms [2022-03-25 21:04:22 main:574] : INFO : Epoch 1804 | loss: 0.0309259 | val_loss: 0.0312814 | Time: 3758.89 ms [2022-03-25 21:04:26 main:574] : INFO : Epoch 1805 | loss: 0.0309225 | val_loss: 0.0312944 | Time: 3796.17 ms [2022-03-25 21:04:30 main:574] : INFO : Epoch 1806 | loss: 0.0309173 | val_loss: 0.0312995 | Time: 3895.6 ms [2022-03-25 21:04:33 main:574] : INFO : Epoch 1807 | loss: 0.0309346 | val_loss: 0.0313635 | Time: 3721.14 ms [2022-03-25 21:04:37 main:574] : INFO : Epoch 1808 | loss: 0.0309274 | val_loss: 0.0313229 | Time: 3724.21 ms [2022-03-25 21:04:41 main:574] : INFO : Epoch 1809 | loss: 0.0309221 | val_loss: 0.0313474 | Time: 3784.54 ms [2022-03-25 21:04:45 main:574] : INFO : Epoch 1810 | loss: 0.0309358 | val_loss: 0.0313145 | Time: 3732.69 ms [2022-03-25 21:04:48 main:574] : INFO : Epoch 1811 | loss: 0.0309276 | val_loss: 0.0313556 | Time: 3803.39 ms [2022-03-25 21:04:52 main:574] : INFO : Epoch 1812 | loss: 0.0309059 | val_loss: 0.0313186 | Time: 3816.57 ms [2022-03-25 21:04:56 main:574] : INFO : Epoch 1813 | loss: 0.0309065 | val_loss: 0.0313267 | Time: 3860.5 ms [2022-03-25 21:05:00 main:574] : INFO : Epoch 1814 | loss: 0.0309092 | val_loss: 0.031315 | Time: 3904.1 ms [2022-03-25 21:05:04 main:574] : INFO : Epoch 1815 | loss: 0.0309139 | val_loss: 0.0312905 | Time: 3831.55 ms [2022-03-25 21:05:08 main:574] : INFO : Epoch 1816 | loss: 0.0309233 | val_loss: 0.0313546 | Time: 3857.35 ms [2022-03-25 21:05:12 main:574] : INFO : Epoch 1817 | loss: 0.0309211 | val_loss: 0.0313506 | Time: 3848.58 ms [2022-03-25 21:05:15 main:574] : INFO : Epoch 1818 | loss: 0.0309184 | val_loss: 0.0313692 | Time: 3725.49 ms [2022-03-25 21:05:19 main:574] : INFO : Epoch 1819 | loss: 0.0309132 | val_loss: 0.0313311 | Time: 3776.12 ms [2022-03-25 21:05:23 main:574] : INFO : Epoch 1820 | loss: 0.0309201 | val_loss: 0.0313499 | Time: 3799.38 ms [2022-03-25 21:05:27 main:574] : INFO : Epoch 1821 | loss: 0.0309252 | val_loss: 0.031324 | Time: 3789.19 ms [2022-03-25 21:05:31 main:574] : INFO : Epoch 1822 | loss: 0.030912 | val_loss: 0.0313013 | Time: 3847.38 ms [2022-03-25 21:05:34 main:574] : INFO : Epoch 1823 | loss: 0.0309046 | val_loss: 0.0313358 | Time: 3890.91 ms [2022-03-25 21:05:38 main:574] : INFO : Epoch 1824 | loss: 0.0309175 | val_loss: 0.0313714 | Time: 3777.66 ms [2022-03-25 21:05:42 main:574] : INFO : Epoch 1825 | loss: 0.0309236 | val_loss: 0.0312949 | Time: 3699.74 ms [2022-03-25 21:05:46 main:574] : INFO : Epoch 1826 | loss: 0.0309204 | val_loss: 0.031336 | Time: 3728.89 ms [2022-03-25 21:05:50 main:574] : INFO : Epoch 1827 | loss: 0.0309203 | val_loss: 0.0313121 | Time: 3875.2 ms [2022-03-25 21:05:53 main:574] : INFO : Epoch 1828 | loss: 0.0309244 | val_loss: 0.0313113 | Time: 3740.51 ms [2022-03-25 21:05:57 main:574] : INFO : Epoch 1829 | loss: 0.030919 | val_loss: 0.0313182 | Time: 3827.12 ms [2022-03-25 21:06:01 main:574] : INFO : Epoch 1830 | loss: 0.0309132 | val_loss: 0.0313149 | Time: 3800.12 ms [2022-03-25 21:06:05 main:574] : INFO : Epoch 1831 | loss: 0.0309164 | val_loss: 0.0313265 | Time: 3896.43 ms [2022-03-25 21:06:09 main:574] : INFO : Epoch 1832 | loss: 0.0309126 | val_loss: 0.0313816 | Time: 3843.51 ms [2022-03-25 21:06:13 main:574] : INFO : Epoch 1833 | loss: 0.0309222 | val_loss: 0.0313419 | Time: 3808.66 ms [2022-03-25 21:06:16 main:574] : INFO : Epoch 1834 | loss: 0.030921 | val_loss: 0.0313087 | Time: 3827 ms [2022-03-25 21:06:20 main:574] : INFO : Epoch 1835 | loss: 0.0309095 | val_loss: 0.0313221 | Time: 3823.75 ms [2022-03-25 21:06:24 main:574] : INFO : Epoch 1836 | loss: 0.0309147 | val_loss: 0.0312993 | Time: 3771.69 ms [2022-03-25 21:06:28 main:574] : INFO : Epoch 1837 | loss: 0.0309223 | val_loss: 0.0313293 | Time: 3718.79 ms [2022-03-25 21:06:32 main:574] : INFO : Epoch 1838 | loss: 0.0309084 | val_loss: 0.0313607 | Time: 3843.33 ms [2022-03-25 21:06:35 main:574] : INFO : Epoch 1839 | loss: 0.0309151 | val_loss: 0.031355 | Time: 3779.87 ms [2022-03-25 21:06:39 main:574] : INFO : Epoch 1840 | loss: 0.0309266 | val_loss: 0.0313234 | Time: 3883.48 ms [2022-03-25 21:06:43 main:574] : INFO : Epoch 1841 | loss: 0.0309376 | val_loss: 0.0313103 | Time: 3857.48 ms [2022-03-25 21:06:47 main:574] : INFO : Epoch 1842 | loss: 0.0309248 | val_loss: 0.0313188 | Time: 3803.83 ms [2022-03-25 21:06:51 main:574] : INFO : Epoch 1843 | loss: 0.0309233 | val_loss: 0.0313229 | Time: 3778.61 ms [2022-03-25 21:06:54 main:574] : INFO : Epoch 1844 | loss: 0.0309255 | val_loss: 0.031299 | Time: 3806.25 ms [2022-03-25 21:06:58 main:574] : INFO : Epoch 1845 | loss: 0.0309139 | val_loss: 0.0313154 | Time: 3829.99 ms [2022-03-25 21:07:02 main:574] : INFO : Epoch 1846 | loss: 0.030917 | val_loss: 0.0313554 | Time: 3823.5 ms [2022-03-25 21:07:06 main:574] : INFO : Epoch 1847 | loss: 0.0309156 | val_loss: 0.0313243 | Time: 3830.74 ms [2022-03-25 21:07:10 main:574] : INFO : Epoch 1848 | loss: 0.030915 | val_loss: 0.0313368 | Time: 3718.87 ms [2022-03-25 21:07:13 main:574] : INFO : Epoch 1849 | loss: 0.0309167 | val_loss: 0.0313439 | Time: 3785.24 ms [2022-03-25 21:07:17 main:574] : INFO : Epoch 1850 | loss: 0.0309153 | val_loss: 0.0313263 | Time: 3828.16 ms [2022-03-25 21:07:21 main:574] : INFO : Epoch 1851 | loss: 0.030922 | val_loss: 0.0313381 | Time: 3823.42 ms [2022-03-25 21:07:25 main:574] : INFO : Epoch 1852 | loss: 0.0309272 | val_loss: 0.0313431 | Time: 3814.89 ms [2022-03-25 21:07:29 main:574] : INFO : Epoch 1853 | loss: 0.0309358 | val_loss: 0.0313184 | Time: 3855.89 ms [2022-03-25 21:07:32 main:574] : INFO : Epoch 1854 | loss: 0.0309173 | val_loss: 0.0313416 | Time: 3682.03 ms [2022-03-25 21:07:36 main:574] : INFO : Epoch 1855 | loss: 0.0309124 | val_loss: 0.03135 | Time: 3810.6 ms [2022-03-25 21:07:40 main:574] : INFO : Epoch 1856 | loss: 0.0309149 | val_loss: 0.0313417 | Time: 3783.62 ms [2022-03-25 21:07:44 main:574] : INFO : Epoch 1857 | loss: 0.0309106 | val_loss: 0.031369 | Time: 3789.63 ms [2022-03-25 21:07:48 main:574] : INFO : Epoch 1858 | loss: 0.0309288 | val_loss: 0.0313063 | Time: 3775.93 ms [2022-03-25 21:07:51 main:574] : INFO : Epoch 1859 | loss: 0.030923 | val_loss: 0.0313509 | Time: 3832.26 ms [2022-03-25 21:07:55 main:574] : INFO : Epoch 1860 | loss: 0.0309232 | val_loss: 0.0313204 | Time: 3840.81 ms [2022-03-25 21:07:59 main:574] : INFO : Epoch 1861 | loss: 0.0309212 | val_loss: 0.031353 | Time: 3743.04 ms [2022-03-25 21:08:03 main:574] : INFO : Epoch 1862 | loss: 0.0309254 | val_loss: 0.031307 | Time: 3743.82 ms [2022-03-25 21:08:07 main:574] : INFO : Epoch 1863 | loss: 0.0309197 | val_loss: 0.0313429 | Time: 3815.41 ms [2022-03-25 21:08:10 main:574] : INFO : Epoch 1864 | loss: 0.0309201 | val_loss: 0.0313505 | Time: 3836.44 ms [2022-03-25 21:08:14 main:574] : INFO : Epoch 1865 | loss: 0.0309145 | val_loss: 0.0313079 | Time: 3755.99 ms [2022-03-25 21:08:18 main:574] : INFO : Epoch 1866 | loss: 0.0309172 | val_loss: 0.0313581 | Time: 3804.93 ms [2022-03-25 21:08:22 main:574] : INFO : Epoch 1867 | loss: 0.0309126 | val_loss: 0.0313142 | Time: 3771.14 ms [2022-03-25 21:08:26 main:574] : INFO : Epoch 1868 | loss: 0.0309161 | val_loss: 0.0313254 | Time: 3817.57 ms [2022-03-25 21:08:29 main:574] : INFO : Epoch 1869 | loss: 0.0309058 | val_loss: 0.0313202 | Time: 3823.64 ms [2022-03-25 21:08:33 main:574] : INFO : Epoch 1870 | loss: 0.0309175 | val_loss: 0.0313029 | Time: 3876.57 ms [2022-03-25 21:08:37 main:574] : INFO : Epoch 1871 | loss: 0.0309123 | val_loss: 0.0313072 | Time: 3893.44 ms [2022-03-25 21:08:41 main:574] : INFO : Epoch 1872 | loss: 0.0309071 | val_loss: 0.0313565 | Time: 3809.36 ms [2022-03-25 21:08:45 main:574] : INFO : Epoch 1873 | loss: 0.0309196 | val_loss: 0.0313391 | Time: 3794.52 ms [2022-03-25 21:08:49 main:574] : INFO : Epoch 1874 | loss: 0.0309413 | val_loss: 0.0312883 | Time: 3859.14 ms [2022-03-25 21:08:53 main:574] : INFO : Epoch 1875 | loss: 0.0309333 | val_loss: 0.0313271 | Time: 3810.41 ms [2022-03-25 21:08:56 main:574] : INFO : Epoch 1876 | loss: 0.030914 | val_loss: 0.0313726 | Time: 3881.81 ms [2022-03-25 21:09:00 main:574] : INFO : Epoch 1877 | loss: 0.0309072 | val_loss: 0.0313332 | Time: 3872.18 ms [2022-03-25 21:09:04 main:574] : INFO : Epoch 1878 | loss: 0.0309137 | val_loss: 0.0313203 | Time: 3806.08 ms [2022-03-25 21:09:08 main:574] : INFO : Epoch 1879 | loss: 0.0309313 | val_loss: 0.0313456 | Time: 3841.96 ms [2022-03-25 21:09:12 main:574] : INFO : Epoch 1880 | loss: 0.0309169 | val_loss: 0.0313306 | Time: 3873.44 ms [2022-03-25 21:09:16 main:574] : INFO : Epoch 1881 | loss: 0.0309086 | val_loss: 0.0313326 | Time: 3839.3 ms [2022-03-25 21:09:20 main:574] : INFO : Epoch 1882 | loss: 0.0309157 | val_loss: 0.0313389 | Time: 3837.45 ms [2022-03-25 21:09:23 main:574] : INFO : Epoch 1883 | loss: 0.0309106 | val_loss: 0.0313578 | Time: 3830.3 ms [2022-03-25 21:09:27 main:574] : INFO : Epoch 1884 | loss: 0.0309112 | val_loss: 0.0313159 | Time: 3805.07 ms [2022-03-25 21:09:31 main:574] : INFO : Epoch 1885 | loss: 0.030925 | val_loss: 0.0313707 | Time: 3804.37 ms [2022-03-25 21:09:35 main:574] : INFO : Epoch 1886 | loss: 0.0309298 | val_loss: 0.0313058 | Time: 3803.54 ms [2022-03-25 21:09:39 main:574] : INFO : Epoch 1887 | loss: 0.0309253 | val_loss: 0.0313329 | Time: 3908.85 ms [2022-03-25 21:09:43 main:574] : INFO : Epoch 1888 | loss: 0.0309256 | val_loss: 0.0313384 | Time: 3833.56 ms [2022-03-25 21:09:46 main:574] : INFO : Epoch 1889 | loss: 0.0309327 | val_loss: 0.0313283 | Time: 3864.96 ms [2022-03-25 21:09:50 main:574] : INFO : Epoch 1890 | loss: 0.0309255 | val_loss: 0.0313137 | Time: 3803.26 ms [2022-03-25 21:09:54 main:574] : INFO : Epoch 1891 | loss: 0.0309221 | val_loss: 0.0313086 | Time: 3783.31 ms [2022-03-25 21:09:58 main:574] : INFO : Epoch 1892 | loss: 0.0309165 | val_loss: 0.0312914 | Time: 3763.92 ms [2022-03-25 21:10:02 main:574] : INFO : Epoch 1893 | loss: 0.0309224 | val_loss: 0.031352 | Time: 3800.02 ms [2022-03-25 21:10:05 main:574] : INFO : Epoch 1894 | loss: 0.0309275 | val_loss: 0.0313261 | Time: 3802.57 ms [2022-03-25 21:10:09 main:574] : INFO : Epoch 1895 | loss: 0.0309277 | val_loss: 0.0312996 | Time: 3828.68 ms [2022-03-25 21:10:13 main:574] : INFO : Epoch 1896 | loss: 0.0309184 | val_loss: 0.0313335 | Time: 3750.67 ms [2022-03-25 21:10:17 main:574] : INFO : Epoch 1897 | loss: 0.03092 | val_loss: 0.0313031 | Time: 3751.71 ms [2022-03-25 21:10:21 main:574] : INFO : Epoch 1898 | loss: 0.030916 | val_loss: 0.0313445 | Time: 3880.82 ms [2022-03-25 21:10:24 main:574] : INFO : Epoch 1899 | loss: 0.0309196 | val_loss: 0.0313442 | Time: 3774.72 ms [2022-03-25 21:10:28 main:574] : INFO : Epoch 1900 | loss: 0.030915 | val_loss: 0.0313346 | Time: 3926.87 ms [2022-03-25 21:10:32 main:574] : INFO : Epoch 1901 | loss: 0.0309227 | val_loss: 0.0313441 | Time: 3809.78 ms [2022-03-25 21:10:36 main:574] : INFO : Epoch 1902 | loss: 0.0309205 | val_loss: 0.0313237 | Time: 3774 ms [2022-03-25 21:10:40 main:574] : INFO : Epoch 1903 | loss: 0.0309244 | val_loss: 0.0313037 | Time: 3722.25 ms [2022-03-25 21:10:44 main:574] : INFO : Epoch 1904 | loss: 0.0309236 | val_loss: 0.031312 | Time: 3829.03 ms [2022-03-25 21:10:47 main:574] : INFO : Epoch 1905 | loss: 0.0309217 | val_loss: 0.031346 | Time: 3879.68 ms [2022-03-25 21:10:51 main:574] : INFO : Epoch 1906 | loss: 0.0309156 | val_loss: 0.0313668 | Time: 3833.95 ms [2022-03-25 21:10:55 main:574] : INFO : Epoch 1907 | loss: 0.0309086 | val_loss: 0.0313224 | Time: 3860.04 ms [2022-03-25 21:10:59 main:574] : INFO : Epoch 1908 | loss: 0.0309203 | val_loss: 0.0313164 | Time: 3920.24 ms [2022-03-25 21:11:03 main:574] : INFO : Epoch 1909 | loss: 0.0309121 | val_loss: 0.0313667 | Time: 3812.84 ms [2022-03-25 21:11:07 main:574] : INFO : Epoch 1910 | loss: 0.0309059 | val_loss: 0.0313382 | Time: 3796.13 ms [2022-03-25 21:11:10 main:574] : INFO : Epoch 1911 | loss: 0.0309125 | val_loss: 0.0313461 | Time: 3705.46 ms [2022-03-25 21:11:14 main:574] : INFO : Epoch 1912 | loss: 0.0309097 | val_loss: 0.0313375 | Time: 3800.84 ms [2022-03-25 21:11:18 main:574] : INFO : Epoch 1913 | loss: 0.0309049 | val_loss: 0.0313192 | Time: 3874.61 ms [2022-03-25 21:11:22 main:574] : INFO : Epoch 1914 | loss: 0.0309124 | val_loss: 0.0313069 | Time: 3841.86 ms [2022-03-25 21:11:26 main:574] : INFO : Epoch 1915 | loss: 0.0309304 | val_loss: 0.0313386 | Time: 3789.35 ms [2022-03-25 21:11:29 main:574] : INFO : Epoch 1916 | loss: 0.0309181 | val_loss: 0.031338 | Time: 3830.39 ms [2022-03-25 21:11:33 main:574] : INFO : Epoch 1917 | loss: 0.0309139 | val_loss: 0.031346 | Time: 3846.01 ms [2022-03-25 21:11:37 main:574] : INFO : Epoch 1918 | loss: 0.0309157 | val_loss: 0.0313303 | Time: 3888.02 ms [2022-03-25 21:11:41 main:574] : INFO : Epoch 1919 | loss: 0.0309285 | val_loss: 0.0313231 | Time: 3856.32 ms [2022-03-25 21:11:45 main:574] : INFO : Epoch 1920 | loss: 0.0309087 | val_loss: 0.0313539 | Time: 3897.41 ms [2022-03-25 21:11:49 main:574] : INFO : Epoch 1921 | loss: 0.0309206 | val_loss: 0.0313009 | Time: 3873.23 ms [2022-03-25 21:11:53 main:574] : INFO : Epoch 1922 | loss: 0.0309263 | val_loss: 0.0313132 | Time: 3787.08 ms [2022-03-25 21:11:56 main:574] : INFO : Epoch 1923 | loss: 0.0309247 | val_loss: 0.0313387 | Time: 3823.05 ms [2022-03-25 21:12:00 main:574] : INFO : Epoch 1924 | loss: 0.0309407 | val_loss: 0.031319 | Time: 3894.11 ms [2022-03-25 21:12:04 main:574] : INFO : Epoch 1925 | loss: 0.0309287 | val_loss: 0.0313151 | Time: 3762.9 ms [2022-03-25 21:12:08 main:574] : INFO : Epoch 1926 | loss: 0.0309257 | val_loss: 0.0313621 | Time: 3850.87 ms [2022-03-25 21:12:12 main:574] : INFO : Epoch 1927 | loss: 0.030918 | val_loss: 0.0313166 | Time: 3877.63 ms [2022-03-25 21:12:16 main:574] : INFO : Epoch 1928 | loss: 0.030917 | val_loss: 0.0313776 | Time: 3752.08 ms [2022-03-25 21:12:20 main:574] : INFO : Epoch 1929 | loss: 0.0309078 | val_loss: 0.0313149 | Time: 3850.66 ms [2022-03-25 21:12:23 main:574] : INFO : Epoch 1930 | loss: 0.030915 | val_loss: 0.0313338 | Time: 3872.16 ms [2022-03-25 21:12:27 main:574] : INFO : Epoch 1931 | loss: 0.0309074 | val_loss: 0.0313335 | Time: 3775.05 ms [2022-03-25 21:12:31 main:574] : INFO : Epoch 1932 | loss: 0.0309062 | val_loss: 0.0313162 | Time: 3788.77 ms [2022-03-25 21:12:35 main:574] : INFO : Epoch 1933 | loss: 0.0309191 | val_loss: 0.0313267 | Time: 3852.05 ms [2022-03-25 21:12:39 main:574] : INFO : Epoch 1934 | loss: 0.030919 | val_loss: 0.0313436 | Time: 3766.85 ms [2022-03-25 21:12:42 main:574] : INFO : Epoch 1935 | loss: 0.030909 | val_loss: 0.0313409 | Time: 3796.2 ms [2022-03-25 21:12:46 main:574] : INFO : Epoch 1936 | loss: 0.0309083 | val_loss: 0.031356 | Time: 3808.07 ms [2022-03-25 21:12:50 main:574] : INFO : Epoch 1937 | loss: 0.0309153 | val_loss: 0.0313139 | Time: 3820.49 ms [2022-03-25 21:12:54 main:574] : INFO : Epoch 1938 | loss: 0.0309142 | val_loss: 0.0313382 | Time: 3712.51 ms [2022-03-25 21:12:58 main:574] : INFO : Epoch 1939 | loss: 0.0309169 | val_loss: 0.0313493 | Time: 3781.64 ms [2022-03-25 21:13:01 main:574] : INFO : Epoch 1940 | loss: 0.0309089 | val_loss: 0.0313683 | Time: 3785.24 ms [2022-03-25 21:13:05 main:574] : INFO : Epoch 1941 | loss: 0.0309148 | val_loss: 0.0313635 | Time: 3883.25 ms [2022-03-25 21:13:09 main:574] : INFO : Epoch 1942 | loss: 0.0309144 | val_loss: 0.0312913 | Time: 3822.7 ms [2022-03-25 21:13:13 main:574] : INFO : Epoch 1943 | loss: 0.0309256 | val_loss: 0.0313351 | Time: 3900.95 ms [2022-03-25 21:13:17 main:574] : INFO : Epoch 1944 | loss: 0.0309279 | val_loss: 0.0313355 | Time: 3831.83 ms [2022-03-25 21:13:21 main:574] : INFO : Epoch 1945 | loss: 0.0309214 | val_loss: 0.0313438 | Time: 3796.6 ms [2022-03-25 21:13:24 main:574] : INFO : Epoch 1946 | loss: 0.0309164 | val_loss: 0.0313643 | Time: 3838.12 ms [2022-03-25 21:13:28 main:574] : INFO : Epoch 1947 | loss: 0.0309117 | val_loss: 0.0313277 | Time: 3863.86 ms [2022-03-25 21:13:32 main:574] : INFO : Epoch 1948 | loss: 0.0309145 | val_loss: 0.0313299 | Time: 3870.92 ms [2022-03-25 21:13:36 main:574] : INFO : Epoch 1949 | loss: 0.0309164 | val_loss: 0.0313202 | Time: 3799.81 ms [2022-03-25 21:13:40 main:574] : INFO : Epoch 1950 | loss: 0.0309149 | val_loss: 0.0313014 | Time: 3808.11 ms [2022-03-25 21:13:44 main:574] : INFO : Epoch 1951 | loss: 0.0309122 | val_loss: 0.0313493 | Time: 3908.73 ms [2022-03-25 21:13:47 main:574] : INFO : Epoch 1952 | loss: 0.0309239 | val_loss: 0.0313086 | Time: 3730.27 ms [2022-03-25 21:13:51 main:574] : INFO : Epoch 1953 | loss: 0.0309138 | val_loss: 0.0312868 | Time: 3845.66 ms [2022-03-25 21:13:55 main:574] : INFO : Epoch 1954 | loss: 0.0309116 | val_loss: 0.0313473 | Time: 3866.59 ms [2022-03-25 21:13:59 main:574] : INFO : Epoch 1955 | loss: 0.0309116 | val_loss: 0.0313598 | Time: 3746.4 ms [2022-03-25 21:14:03 main:574] : INFO : Epoch 1956 | loss: 0.0309189 | val_loss: 0.03137 | Time: 3871.53 ms [2022-03-25 21:14:07 main:574] : INFO : Epoch 1957 | loss: 0.0309108 | val_loss: 0.0313254 | Time: 3775.91 ms [2022-03-25 21:14:10 main:574] : INFO : Epoch 1958 | loss: 0.0309138 | val_loss: 0.0313201 | Time: 3722.43 ms [2022-03-25 21:14:14 main:574] : INFO : Epoch 1959 | loss: 0.0309207 | val_loss: 0.0313052 | Time: 3805.4 ms [2022-03-25 21:14:18 main:574] : INFO : Epoch 1960 | loss: 0.0309147 | val_loss: 0.0313409 | Time: 3893.14 ms [2022-03-25 21:14:22 main:574] : INFO : Epoch 1961 | loss: 0.0309096 | val_loss: 0.0313439 | Time: 4045.34 ms [2022-03-25 21:14:26 main:574] : INFO : Epoch 1962 | loss: 0.0309108 | val_loss: 0.0313843 | Time: 3760.21 ms [2022-03-25 21:14:30 main:574] : INFO : Epoch 1963 | loss: 0.0309194 | val_loss: 0.0313311 | Time: 3874.87 ms [2022-03-25 21:14:33 main:574] : INFO : Epoch 1964 | loss: 0.030924 | val_loss: 0.0313076 | Time: 3729.53 ms [2022-03-25 21:14:37 main:574] : INFO : Epoch 1965 | loss: 0.0309239 | val_loss: 0.0312914 | Time: 3746.64 ms [2022-03-25 21:14:41 main:574] : INFO : Epoch 1966 | loss: 0.030931 | val_loss: 0.0313511 | Time: 3824.79 ms [2022-03-25 21:14:45 main:574] : INFO : Epoch 1967 | loss: 0.0309188 | val_loss: 0.0313541 | Time: 3791.35 ms [2022-03-25 21:14:49 main:574] : INFO : Epoch 1968 | loss: 0.0309104 | val_loss: 0.0313404 | Time: 3742.01 ms [2022-03-25 21:14:52 main:574] : INFO : Epoch 1969 | loss: 0.0309011 | val_loss: 0.0313217 | Time: 3873.42 ms [2022-03-25 21:14:56 main:574] : INFO : Epoch 1970 | loss: 0.0309015 | val_loss: 0.0313339 | Time: 3764.58 ms [2022-03-25 21:15:00 main:574] : INFO : Epoch 1971 | loss: 0.0309071 | val_loss: 0.0313366 | Time: 3863.85 ms [2022-03-25 21:15:04 main:574] : INFO : Epoch 1972 | loss: 0.0309198 | val_loss: 0.0313117 | Time: 3713.7 ms [2022-03-25 21:15:08 main:574] : INFO : Epoch 1973 | loss: 0.0309118 | val_loss: 0.0313074 | Time: 3739.68 ms [2022-03-25 21:15:11 main:574] : INFO : Epoch 1974 | loss: 0.0309201 | val_loss: 0.0313291 | Time: 3782.74 ms [2022-03-25 21:15:15 main:574] : INFO : Epoch 1975 | loss: 0.030935 | val_loss: 0.0313286 | Time: 3813.81 ms [2022-03-25 21:15:19 main:574] : INFO : Epoch 1976 | loss: 0.0309312 | val_loss: 0.031301 | Time: 3812.87 ms [2022-03-25 21:15:23 main:574] : INFO : Epoch 1977 | loss: 0.0309067 | val_loss: 0.0313381 | Time: 3818.51 ms [2022-03-25 21:15:27 main:574] : INFO : Epoch 1978 | loss: 0.0309067 | val_loss: 0.0313642 | Time: 3810.18 ms [2022-03-25 21:15:30 main:574] : INFO : Epoch 1979 | loss: 0.0309147 | val_loss: 0.0313401 | Time: 3881.66 ms [2022-03-25 21:15:34 main:574] : INFO : Epoch 1980 | loss: 0.0309125 | val_loss: 0.0313404 | Time: 3849.4 ms [2022-03-25 21:15:38 main:574] : INFO : Epoch 1981 | loss: 0.0309163 | val_loss: 0.0313775 | Time: 3828.48 ms [2022-03-25 21:15:42 main:574] : INFO : Epoch 1982 | loss: 0.0309167 | val_loss: 0.0313399 | Time: 3909.39 ms [2022-03-25 21:15:46 main:574] : INFO : Epoch 1983 | loss: 0.0309199 | val_loss: 0.0313357 | Time: 3903.12 ms [2022-03-25 21:15:50 main:574] : INFO : Epoch 1984 | loss: 0.0309331 | val_loss: 0.0313257 | Time: 3872.06 ms [2022-03-25 21:15:54 main:574] : INFO : Epoch 1985 | loss: 0.0309464 | val_loss: 0.0313113 | Time: 3854.08 ms [2022-03-25 21:15:57 main:574] : INFO : Epoch 1986 | loss: 0.0309357 | val_loss: 0.0313206 | Time: 3716.95 ms [2022-03-25 21:16:01 main:574] : INFO : Epoch 1987 | loss: 0.0309264 | val_loss: 0.0313239 | Time: 3849.31 ms [2022-03-25 21:16:05 main:574] : INFO : Epoch 1988 | loss: 0.030915 | val_loss: 0.0313536 | Time: 3774.25 ms [2022-03-25 21:16:09 main:574] : INFO : Epoch 1989 | loss: 0.0309137 | val_loss: 0.0313121 | Time: 3806.42 ms [2022-03-25 21:16:13 main:574] : INFO : Epoch 1990 | loss: 0.0309195 | val_loss: 0.0313394 | Time: 3801.22 ms [2022-03-25 21:16:16 main:574] : INFO : Epoch 1991 | loss: 0.030921 | val_loss: 0.0313333 | Time: 3807.52 ms [2022-03-25 21:16:20 main:574] : INFO : Epoch 1992 | loss: 0.0309288 | val_loss: 0.0313492 | Time: 3848.14 ms [2022-03-25 21:16:24 main:574] : INFO : Epoch 1993 | loss: 0.0309218 | val_loss: 0.0313034 | Time: 3729.75 ms [2022-03-25 21:16:28 main:574] : INFO : Epoch 1994 | loss: 0.0309278 | val_loss: 0.0313531 | Time: 3810.27 ms [2022-03-25 21:16:32 main:574] : INFO : Epoch 1995 | loss: 0.0309167 | val_loss: 0.0313577 | Time: 3805.6 ms [2022-03-25 21:16:36 main:574] : INFO : Epoch 1996 | loss: 0.0309152 | val_loss: 0.0313113 | Time: 3878.78 ms [2022-03-25 21:16:39 main:574] : INFO : Epoch 1997 | loss: 0.0309169 | val_loss: 0.0313672 | Time: 3796.45 ms [2022-03-25 21:16:43 main:574] : INFO : Epoch 1998 | loss: 0.030911 | val_loss: 0.0313851 | Time: 3830.54 ms [2022-03-25 21:16:47 main:574] : INFO : Epoch 1999 | loss: 0.0309168 | val_loss: 0.0313222 | Time: 3842.07 ms [2022-03-25 21:16:51 main:574] : INFO : Epoch 2000 | loss: 0.0309126 | val_loss: 0.0313306 | Time: 3745.5 ms [2022-03-25 21:16:55 main:574] : INFO : Epoch 2001 | loss: 0.0309254 | val_loss: 0.0312985 | Time: 3740.1 ms [2022-03-25 21:16:58 main:574] : INFO : Epoch 2002 | loss: 0.0309172 | val_loss: 0.0313249 | Time: 3778.92 ms [2022-03-25 21:17:02 main:574] : INFO : Epoch 2003 | loss: 0.0309112 | val_loss: 0.0313435 | Time: 3816.72 ms [2022-03-25 21:17:06 main:574] : INFO : Epoch 2004 | loss: 0.0309156 | val_loss: 0.0313314 | Time: 3792.46 ms [2022-03-25 21:17:10 main:574] : INFO : Epoch 2005 | loss: 0.0309216 | val_loss: 0.0313141 | Time: 3848.5 ms [2022-03-25 21:17:14 main:574] : INFO : Epoch 2006 | loss: 0.0309253 | val_loss: 0.0312999 | Time: 3826.21 ms [2022-03-25 21:17:18 main:574] : INFO : Epoch 2007 | loss: 0.0309167 | val_loss: 0.0313083 | Time: 3869.51 ms [2022-03-25 21:17:21 main:574] : INFO : Epoch 2008 | loss: 0.0309211 | val_loss: 0.0313282 | Time: 3787.52 ms [2022-03-25 21:17:25 main:574] : INFO : Epoch 2009 | loss: 0.0309404 | val_loss: 0.0312976 | Time: 3848.56 ms [2022-03-25 21:17:29 main:574] : INFO : Epoch 2010 | loss: 0.030931 | val_loss: 0.0313414 | Time: 3923.06 ms [2022-03-25 21:17:33 main:574] : INFO : Epoch 2011 | loss: 0.0309278 | val_loss: 0.0312931 | Time: 3723.5 ms [2022-03-25 21:17:37 main:574] : INFO : Epoch 2012 | loss: 0.0309219 | val_loss: 0.0313346 | Time: 3810.53 ms [2022-03-25 21:17:40 main:574] : INFO : Epoch 2013 | loss: 0.0309133 | val_loss: 0.0313423 | Time: 3784.87 ms [2022-03-25 21:17:44 main:574] : INFO : Epoch 2014 | loss: 0.0309203 | val_loss: 0.0313384 | Time: 3838.72 ms [2022-03-25 21:17:48 main:574] : INFO : Epoch 2015 | loss: 0.0309275 | val_loss: 0.0313558 | Time: 4092.38 ms [2022-03-25 21:17:52 main:574] : INFO : Epoch 2016 | loss: 0.0309177 | val_loss: 0.0313112 | Time: 3826.5 ms [2022-03-25 21:17:56 main:574] : INFO : Epoch 2017 | loss: 0.0309164 | val_loss: 0.031315 | Time: 3858.48 ms [2022-03-25 21:18:00 main:574] : INFO : Epoch 2018 | loss: 0.0309134 | val_loss: 0.0313119 | Time: 3852.24 ms [2022-03-25 21:18:04 main:574] : INFO : Epoch 2019 | loss: 0.0309118 | val_loss: 0.0312995 | Time: 3867.64 ms [2022-03-25 21:18:08 main:574] : INFO : Epoch 2020 | loss: 0.0309186 | val_loss: 0.0313336 | Time: 3802.78 ms [2022-03-25 21:18:11 main:574] : INFO : Epoch 2021 | loss: 0.0309281 | val_loss: 0.0313163 | Time: 3805.98 ms [2022-03-25 21:18:15 main:574] : INFO : Epoch 2022 | loss: 0.030927 | val_loss: 0.0312917 | Time: 3772.78 ms [2022-03-25 21:18:19 main:574] : INFO : Epoch 2023 | loss: 0.0309154 | val_loss: 0.0312965 | Time: 3763.95 ms [2022-03-25 21:18:23 main:574] : INFO : Epoch 2024 | loss: 0.030927 | val_loss: 0.03135 | Time: 3830.32 ms [2022-03-25 21:18:27 main:574] : INFO : Epoch 2025 | loss: 0.0309277 | val_loss: 0.0313538 | Time: 3806.14 ms [2022-03-25 21:18:30 main:574] : INFO : Epoch 2026 | loss: 0.0309523 | val_loss: 0.0313315 | Time: 3778.74 ms [2022-03-25 21:18:34 main:574] : INFO : Epoch 2027 | loss: 0.0309324 | val_loss: 0.0312776 | Time: 3764.91 ms [2022-03-25 21:18:38 main:574] : INFO : Epoch 2028 | loss: 0.0309219 | val_loss: 0.0313401 | Time: 3821.01 ms [2022-03-25 21:18:42 main:574] : INFO : Epoch 2029 | loss: 0.0309271 | val_loss: 0.0312999 | Time: 3834.54 ms [2022-03-25 21:18:46 main:574] : INFO : Epoch 2030 | loss: 0.0309199 | val_loss: 0.031325 | Time: 3820.42 ms [2022-03-25 21:18:49 main:574] : INFO : Epoch 2031 | loss: 0.0309096 | val_loss: 0.0313415 | Time: 3801.21 ms [2022-03-25 21:18:53 main:574] : INFO : Epoch 2032 | loss: 0.0309064 | val_loss: 0.0313335 | Time: 3796.91 ms [2022-03-25 21:18:57 main:574] : INFO : Epoch 2033 | loss: 0.0309132 | val_loss: 0.0313526 | Time: 3753.92 ms [2022-03-25 21:19:01 main:574] : INFO : Epoch 2034 | loss: 0.0309185 | val_loss: 0.0313124 | Time: 4007.11 ms [2022-03-25 21:19:05 main:574] : INFO : Epoch 2035 | loss: 0.030914 | val_loss: 0.0313363 | Time: 3722.77 ms [2022-03-25 21:19:09 main:574] : INFO : Epoch 2036 | loss: 0.0309139 | val_loss: 0.0313511 | Time: 3831.75 ms [2022-03-25 21:19:12 main:574] : INFO : Epoch 2037 | loss: 0.0309076 | val_loss: 0.0313443 | Time: 3818.85 ms [2022-03-25 21:19:16 main:574] : INFO : Epoch 2038 | loss: 0.0309158 | val_loss: 0.0313306 | Time: 3816.61 ms [2022-03-25 21:19:20 main:574] : INFO : Epoch 2039 | loss: 0.0309138 | val_loss: 0.0313381 | Time: 3798.74 ms [2022-03-25 21:19:24 main:574] : INFO : Epoch 2040 | loss: 0.0309116 | val_loss: 0.0313626 | Time: 3751.46 ms [2022-03-25 21:19:28 main:574] : INFO : Epoch 2041 | loss: 0.0309147 | val_loss: 0.0313297 | Time: 3793.8 ms [2022-03-25 21:19:31 main:574] : INFO : Epoch 2042 | loss: 0.0309213 | val_loss: 0.0313428 | Time: 3856.79 ms [2022-03-25 21:19:35 main:574] : INFO : Epoch 2043 | loss: 0.0309201 | val_loss: 0.0313772 | Time: 3944.25 ms [2022-03-25 21:19:39 main:574] : INFO : Epoch 2044 | loss: 0.0309122 | val_loss: 0.0313326 | Time: 3798.17 ms [2022-03-25 21:19:43 main:574] : INFO : Epoch 2045 | loss: 0.0309065 | val_loss: 0.0313671 | Time: 3742.84 ms [2022-03-25 21:19:47 main:574] : INFO : Epoch 2046 | loss: 0.0309151 | val_loss: 0.031378 | Time: 3708.27 ms [2022-03-25 21:19:50 main:574] : INFO : Epoch 2047 | loss: 0.0309132 | val_loss: 0.031298 | Time: 3846.13 ms [2022-03-25 21:19:54 main:574] : INFO : Epoch 2048 | loss: 0.0309193 | val_loss: 0.0312885 | Time: 3841.45 ms [2022-03-25 21:19:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312885 [2022-03-25 21:19:54 main:603] : INFO : Saving end state to config to file [2022-03-25 21:19:54 main:608] : INFO : Success, exiting.. 21:19:54 (16736): 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)