Task 13270817
| Name | ParityModified-1647045356-3134-1-0_0 |
| Workunit | 10387732 |
| Created | 16 Mar 2022, 9:38:33 UTC |
| Sent | 23 Mar 2022, 5:20:01 UTC |
| Report deadline | 31 Mar 2022, 5:20:01 UTC |
| Received | 23 Mar 2022, 12:43:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16372 |
| Run time | 2 hours 0 min 4 sec |
| CPU time | 1 hours 59 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,613.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312258 | val_loss: 0.0312408 | Time: 3411.45 ms
[2022-03-23 06:12:53 main:574] : INFO : Epoch 1543 | loss: 0.0327879 | val_loss: 0.0323023 | Time: 3432.28 ms
[2022-03-23 06:12:56 main:574] : INFO : Epoch 1544 | loss: 0.0319732 | val_loss: 0.0314264 | Time: 3424.86 ms
[2022-03-23 06:13:00 main:574] : INFO : Epoch 1545 | loss: 0.0313488 | val_loss: 0.0312842 | Time: 3434.21 ms
[2022-03-23 06:13:03 main:574] : INFO : Epoch 1546 | loss: 0.0312605 | val_loss: 0.0312399 | Time: 3467.17 ms
[2022-03-23 06:13:07 main:574] : INFO : Epoch 1547 | loss: 0.0312394 | val_loss: 0.0312364 | Time: 3865.85 ms
[2022-03-23 06:13:11 main:574] : INFO : Epoch 1548 | loss: 0.0312318 | val_loss: 0.0312309 | Time: 3526.89 ms
[2022-03-23 06:13:14 main:574] : INFO : Epoch 1549 | loss: 0.0312273 | val_loss: 0.0312273 | Time: 3454.11 ms
[2022-03-23 06:13:18 main:574] : INFO : Epoch 1550 | loss: 0.0312255 | val_loss: 0.0312271 | Time: 3468.98 ms
[2022-03-23 06:13:21 main:574] : INFO : Epoch 1551 | loss: 0.0312223 | val_loss: 0.031224 | Time: 3457.96 ms
[2022-03-23 06:13:25 main:574] : INFO : Epoch 1552 | loss: 0.0312201 | val_loss: 0.0312185 | Time: 3417.59 ms
[2022-03-23 06:13:28 main:574] : INFO : Epoch 1553 | loss: 0.0312193 | val_loss: 0.0312249 | Time: 3477.41 ms
[2022-03-23 06:13:32 main:574] : INFO : Epoch 1554 | loss: 0.0312212 | val_loss: 0.0312262 | Time: 3500.87 ms
[2022-03-23 06:13:35 main:574] : INFO : Epoch 1555 | loss: 0.0312194 | val_loss: 0.0312185 | Time: 3416.41 ms
[2022-03-23 06:13:38 main:574] : INFO : Epoch 1556 | loss: 0.031218 | val_loss: 0.0312171 | Time: 3493.31 ms
[2022-03-23 06:13:42 main:574] : INFO : Epoch 1557 | loss: 0.0312168 | val_loss: 0.0312171 | Time: 3616.32 ms
[2022-03-23 06:13:46 main:574] : INFO : Epoch 1558 | loss: 0.0312208 | val_loss: 0.0312184 | Time: 3462.91 ms
[2022-03-23 06:13:49 main:574] : INFO : Epoch 1559 | loss: 0.0312183 | val_loss: 0.0312188 | Time: 3480.89 ms
[2022-03-23 06:13:52 main:574] : INFO : Epoch 1560 | loss: 0.0312175 | val_loss: 0.0312182 | Time: 3478.02 ms
[2022-03-23 06:13:56 main:574] : INFO : Epoch 1561 | loss: 0.0312195 | val_loss: 0.0312226 | Time: 3492.89 ms
[2022-03-23 06:13:59 main:574] : INFO : Epoch 1562 | loss: 0.0312181 | val_loss: 0.0312172 | Time: 3457.86 ms
[2022-03-23 06:14:03 main:574] : INFO : Epoch 1563 | loss: 0.0312192 | val_loss: 0.0312251 | Time: 3519.68 ms
[2022-03-23 06:14:06 main:574] : INFO : Epoch 1564 | loss: 0.0312218 | val_loss: 0.0312208 | Time: 3458.34 ms
[2022-03-23 06:14:10 main:574] : INFO : Epoch 1565 | loss: 0.031218 | val_loss: 0.0312175 | Time: 3472.12 ms
[2022-03-23 06:14:13 main:574] : INFO : Epoch 1566 | loss: 0.0312169 | val_loss: 0.0312166 | Time: 3480.05 ms
[2022-03-23 06:14:17 main:574] : INFO : Epoch 1567 | loss: 0.0312178 | val_loss: 0.0312207 | Time: 3460.19 ms
[2022-03-23 06:14:20 main:574] : INFO : Epoch 1568 | loss: 0.0312172 | val_loss: 0.031217 | Time: 3508.99 ms
[2022-03-23 06:14:24 main:574] : INFO : Epoch 1569 | loss: 0.0312172 | val_loss: 0.0312179 | Time: 3434.35 ms
[2022-03-23 06:14:27 main:574] : INFO : Epoch 1570 | loss: 0.0312166 | val_loss: 0.0312162 | Time: 3466.51 ms
[2022-03-23 06:14:31 main:574] : INFO : Epoch 1571 | loss: 0.0312168 | val_loss: 0.0312173 | Time: 3423.71 ms
[2022-03-23 06:14:34 main:574] : INFO : Epoch 1572 | loss: 0.0312183 | val_loss: 0.0312291 | Time: 3438.45 ms
[2022-03-23 06:14:38 main:574] : INFO : Epoch 1573 | loss: 0.0312213 | val_loss: 0.0312186 | Time: 3425.98 ms
[2022-03-23 06:14:41 main:574] : INFO : Epoch 1574 | loss: 0.0312191 | val_loss: 0.0312219 | Time: 3611.27 ms
[2022-03-23 06:14:45 main:574] : INFO : Epoch 1575 | loss: 0.0312198 | val_loss: 0.0312202 | Time: 3526.11 ms
[2022-03-23 06:14:48 main:574] : INFO : Epoch 1576 | loss: 0.0312181 | val_loss: 0.0312174 | Time: 3429.65 ms
[2022-03-23 06:14:52 main:574] : INFO : Epoch 1577 | loss: 0.031216 | val_loss: 0.0312163 | Time: 3492.64 ms
[2022-03-23 06:14:55 main:574] : INFO : Epoch 1578 | loss: 0.0312184 | val_loss: 0.0312215 | Time: 3454.45 ms
[2022-03-23 06:14:59 main:574] : INFO : Epoch 1579 | loss: 0.0312187 | val_loss: 0.0312163 | Time: 3524.31 ms
[2022-03-23 06:15:02 main:574] : INFO : Epoch 1580 | loss: 0.0312149 | val_loss: 0.0312157 | Time: 3457.93 ms
[2022-03-23 06:15:06 main:574] : INFO : Epoch 1581 | loss: 0.0312145 | val_loss: 0.0312144 | Time: 3489.61 ms
[2022-03-23 06:15:09 main:574] : INFO : Epoch 1582 | loss: 0.0312159 | val_loss: 0.0312187 | Time: 3453.69 ms
[2022-03-23 06:15:13 main:574] : INFO : Epoch 1583 | loss: 0.0312177 | val_loss: 0.0312163 | Time: 3463.4 ms
[2022-03-23 06:15:16 main:574] : INFO : Epoch 1584 | loss: 0.0312138 | val_loss: 0.0312151 | Time: 3493.44 ms
[2022-03-23 06:15:20 main:574] : INFO : Epoch 1585 | loss: 0.0312148 | val_loss: 0.031214 | Time: 3473.04 ms
[2022-03-23 06:15:23 main:574] : INFO : Epoch 1586 | loss: 0.0312136 | val_loss: 0.0312138 | Time: 3803.61 ms
[2022-03-23 06:15:27 main:574] : INFO : Epoch 1587 | loss: 0.0312159 | val_loss: 0.0312148 | Time: 3477.26 ms
[2022-03-23 06:15:31 main:574] : INFO : Epoch 1588 | loss: 0.0312144 | val_loss: 0.0312131 | Time: 3833.45 ms
[2022-03-23 06:15:34 main:574] : INFO : Epoch 1589 | loss: 0.0312133 | val_loss: 0.0312143 | Time: 3475.05 ms
[2022-03-23 06:15:38 main:574] : INFO : Epoch 1590 | loss: 0.031214 | val_loss: 0.0312133 | Time: 3482.99 ms
[2022-03-23 06:15:41 main:574] : INFO : Epoch 1591 | loss: 0.0312144 | val_loss: 0.0312158 | Time: 3486.8 ms
[2022-03-23 06:15:45 main:574] : INFO : Epoch 1592 | loss: 0.0312133 | val_loss: 0.0312128 | Time: 3463.76 ms
[2022-03-23 06:15:48 main:574] : INFO : Epoch 1593 | loss: 0.031214 | val_loss: 0.0312192 | Time: 3481.57 ms
[2022-03-23 06:15:52 main:574] : INFO : Epoch 1594 | loss: 0.0312158 | val_loss: 0.0312152 | Time: 3484.6 ms
[2022-03-23 06:15:55 main:574] : INFO : Epoch 1595 | loss: 0.0312164 | val_loss: 0.0312153 | Time: 3446.75 ms
[2022-03-23 06:15:59 main:574] : INFO : Epoch 1596 | loss: 0.0312154 | val_loss: 0.0312128 | Time: 3539.72 ms
[2022-03-23 06:16:02 main:574] : INFO : Epoch 1597 | loss: 0.0312143 | val_loss: 0.0312128 | Time: 3505.98 ms
[2022-03-23 06:16:06 main:574] : INFO : Epoch 1598 | loss: 0.0312142 | val_loss: 0.0312129 | Time: 3474.74 ms
[2022-03-23 06:16:19 main:574] : INFO : Epoch 1599 | loss: 0.0312167 | val_loss: 0.0312188 | Time: 13462.7 ms
[2022-03-23 06:16:22 main:574] : INFO : Epoch 1600 | loss: 0.0312147 | val_loss: 0.0312141 | Time: 3323.32 ms
[2022-03-23 06:16:26 main:574] : INFO : Epoch 1601 | loss: 0.0312132 | val_loss: 0.0312129 | Time: 3356.07 ms
[2022-03-23 06:16:29 main:574] : INFO : Epoch 1602 | loss: 0.0312152 | val_loss: 0.0312132 | Time: 3369.58 ms
[2022-03-23 06:16:32 main:574] : INFO : Epoch 1603 | loss: 0.0312161 | val_loss: 0.0312129 | Time: 3402.94 ms
[2022-03-23 06:16:36 main:574] : INFO : Epoch 1604 | loss: 0.0312132 | val_loss: 0.0312127 | Time: 3426.9 ms
[2022-03-23 06:16:39 main:574] : INFO : Epoch 1605 | loss: 0.0312143 | val_loss: 0.0312133 | Time: 3448.53 ms
[2022-03-23 06:16:43 main:574] : INFO : Epoch 1606 | loss: 0.0312138 | val_loss: 0.0312166 | Time: 3420.53 ms
[2022-03-23 06:16:46 main:574] : INFO : Epoch 1607 | loss: 0.0312129 | val_loss: 0.0312121 | Time: 3518.24 ms
[2022-03-23 06:16:50 main:574] : INFO : Epoch 1608 | loss: 0.0312128 | val_loss: 0.0312149 | Time: 3451.59 ms
[2022-03-23 06:16:53 main:574] : INFO : Epoch 1609 | loss: 0.0312132 | val_loss: 0.0312121 | Time: 3450.86 ms
[2022-03-23 06:16:57 main:574] : INFO : Epoch 1610 | loss: 0.031214 | val_loss: 0.031212 | Time: 3458.96 ms
[2022-03-23 06:17:01 main:574] : INFO : Epoch 1611 | loss: 0.0312133 | val_loss: 0.0312125 | Time: 3851.21 ms
[2022-03-23 06:17:04 main:574] : INFO : Epoch 1612 | loss: 0.0312132 | val_loss: 0.0312133 | Time: 3551.23 ms
[2022-03-23 06:17:08 main:574] : INFO : Epoch 1613 | loss: 0.0312131 | val_loss: 0.0312153 | Time: 3467.87 ms
[2022-03-23 06:17:11 main:574] : INFO : Epoch 1614 | loss: 0.0312132 | val_loss: 0.0312122 | Time: 3449.22 ms
[2022-03-23 06:17:14 main:574] : INFO : Epoch 1615 | loss: 0.0312126 | val_loss: 0.0312123 | Time: 3434.83 ms
[2022-03-23 06:17:18 main:574] : INFO : Epoch 1616 | loss: 0.0312125 | val_loss: 0.0312131 | Time: 3425.1 ms
[2022-03-23 06:17:21 main:574] : INFO : Epoch 1617 | loss: 0.0312129 | val_loss: 0.0312119 | Time: 3513.35 ms
[2022-03-23 06:17:25 main:574] : INFO : Epoch 1618 | loss: 0.0312129 | val_loss: 0.0312118 | Time: 3464.45 ms
[2022-03-23 06:17:28 main:574] : INFO : Epoch 1619 | loss: 0.0312136 | val_loss: 0.0312124 | Time: 3447.35 ms
[2022-03-23 06:17:32 main:574] : INFO : Epoch 1620 | loss: 0.0312139 | val_loss: 0.0312272 | Time: 3482.33 ms
[2022-03-23 06:17:35 main:574] : INFO : Epoch 1621 | loss: 0.0312168 | val_loss: 0.0312123 | Time: 3427.34 ms
[2022-03-23 06:17:39 main:574] : INFO : Epoch 1622 | loss: 0.0312153 | val_loss: 0.0312214 | Time: 3552.27 ms
[2022-03-23 06:17:42 main:574] : INFO : Epoch 1623 | loss: 0.0312213 | val_loss: 0.031215 | Time: 3488.58 ms
[2022-03-23 06:17:46 main:574] : INFO : Epoch 1624 | loss: 0.0312145 | val_loss: 0.0312122 | Time: 3476.58 ms
[2022-03-23 06:17:49 main:574] : INFO : Epoch 1625 | loss: 0.0312131 | val_loss: 0.0312136 | Time: 3448.21 ms
[2022-03-23 06:17:53 main:574] : INFO : Epoch 1626 | loss: 0.0312128 | val_loss: 0.0312169 | Time: 3428.58 ms
[2022-03-23 06:17:56 main:574] : INFO : Epoch 1627 | loss: 0.0312176 | val_loss: 0.0312135 | Time: 3445.5 ms
[2022-03-23 06:18:00 main:574] : INFO : Epoch 1628 | loss: 0.031214 | val_loss: 0.0312126 | Time: 3479.87 ms
[2022-03-23 06:18:03 main:574] : INFO : Epoch 1629 | loss: 0.0312135 | val_loss: 0.0312121 | Time: 3505.83 ms
[2022-03-23 06:18:07 main:574] : INFO : Epoch 1630 | loss: 0.0312131 | val_loss: 0.0312131 | Time: 3496.47 ms
[2022-03-23 06:18:10 main:574] : INFO : Epoch 1631 | loss: 0.0312132 | val_loss: 0.0312127 | Time: 3500.72 ms
[2022-03-23 06:18:14 main:574] : INFO : Epoch 1632 | loss: 0.0312151 | val_loss: 0.0312133 | Time: 3487.07 ms
[2022-03-23 06:18:17 main:574] : INFO : Epoch 1633 | loss: 0.0312133 | val_loss: 0.0312143 | Time: 3535.66 ms
[2022-03-23 06:18:21 main:574] : INFO : Epoch 1634 | loss: 0.0312142 | val_loss: 0.0312122 | Time: 3449.34 ms
[2022-03-23 06:18:24 main:574] : INFO : Epoch 1635 | loss: 0.0312149 | val_loss: 0.0312121 | Time: 3460.25 ms
[2022-03-23 06:18:27 main:574] : INFO : Epoch 1636 | loss: 0.0312133 | val_loss: 0.031213 | Time: 3420.24 ms
[2022-03-23 06:18:31 main:574] : INFO : Epoch 1637 | loss: 0.0312136 | val_loss: 0.0312126 | Time: 3465.85 ms
[2022-03-23 06:18:34 main:574] : INFO : Epoch 1638 | loss: 0.0312127 | val_loss: 0.0312123 | Time: 3476.35 ms
[2022-03-23 06:18:38 main:574] : INFO : Epoch 1639 | loss: 0.0312126 | val_loss: 0.0312127 | Time: 3472.58 ms
[2022-03-23 06:18:41 main:574] : INFO : Epoch 1640 | loss: 0.0312127 | val_loss: 0.0312119 | Time: 3495.22 ms
[2022-03-23 06:18:45 main:574] : INFO : Epoch 1641 | loss: 0.0312143 | val_loss: 0.0312155 | Time: 3519.64 ms
[2022-03-23 06:18:48 main:574] : INFO : Epoch 1642 | loss: 0.0312133 | val_loss: 0.031212 | Time: 3474.26 ms
[2022-03-23 06:18:52 main:574] : INFO : Epoch 1643 | loss: 0.0312146 | val_loss: 0.0312124 | Time: 3444.84 ms
[2022-03-23 06:18:55 main:574] : INFO : Epoch 1644 | loss: 0.031213 | val_loss: 0.0312117 | Time: 3510.88 ms
[2022-03-23 06:18:59 main:574] : INFO : Epoch 1645 | loss: 0.0312136 | val_loss: 0.0312141 | Time: 3436.53 ms
[2022-03-23 06:19:02 main:574] : INFO : Epoch 1646 | loss: 0.0312143 | val_loss: 0.0312139 | Time: 3435.72 ms
[2022-03-23 06:19:06 main:574] : INFO : Epoch 1647 | loss: 0.0312131 | val_loss: 0.031214 | Time: 3472.76 ms
[2022-03-23 06:19:09 main:574] : INFO : Epoch 1648 | loss: 0.0312128 | val_loss: 0.0312115 | Time: 3443.47 ms
[2022-03-23 06:19:13 main:574] : INFO : Epoch 1649 | loss: 0.0312118 | val_loss: 0.0312115 | Time: 3479.12 ms
[2022-03-23 06:19:16 main:574] : INFO : Epoch 1650 | loss: 0.0312139 | val_loss: 0.0312146 | Time: 3446.76 ms
[2022-03-23 06:19:20 main:574] : INFO : Epoch 1651 | loss: 0.0312135 | val_loss: 0.0312119 | Time: 3455.45 ms
[2022-03-23 06:19:23 main:574] : INFO : Epoch 1652 | loss: 0.0312131 | val_loss: 0.0312149 | Time: 3444.79 ms
[2022-03-23 06:19:27 main:574] : INFO : Epoch 1653 | loss: 0.0312145 | val_loss: 0.0312148 | Time: 3920.6 ms
[2022-03-23 06:19:31 main:574] : INFO : Epoch 1654 | loss: 0.0312132 | val_loss: 0.0312133 | Time: 3786.28 ms
[2022-03-23 06:19:34 main:574] : INFO : Epoch 1655 | loss: 0.0312122 | val_loss: 0.0312149 | Time: 3584.43 ms
[2022-03-23 06:19:39 main:574] : INFO : Epoch 1656 | loss: 0.0312141 | val_loss: 0.0312122 | Time: 4222.94 ms
[2022-03-23 06:19:42 main:574] : INFO : Epoch 1657 | loss: 0.0312136 | val_loss: 0.0312157 | Time: 3479.25 ms
[2022-03-23 06:19:45 main:574] : INFO : Epoch 1658 | loss: 0.031216 | val_loss: 0.0312161 | Time: 3483.56 ms
[2022-03-23 06:19:49 main:574] : INFO : Epoch 1659 | loss: 0.0312159 | val_loss: 0.0312128 | Time: 3473.64 ms
[2022-03-23 06:19:52 main:574] : INFO : Epoch 1660 | loss: 0.0312137 | val_loss: 0.0312123 | Time: 3432.45 ms
[2022-03-23 06:19:56 main:574] : INFO : Epoch 1661 | loss: 0.0312131 | val_loss: 0.0312118 | Time: 3444 ms
[2022-03-23 06:19:59 main:574] : INFO : Epoch 1662 | loss: 0.0312148 | val_loss: 0.0312139 | Time: 3441.4 ms
[2022-03-23 06:20:03 main:574] : INFO : Epoch 1663 | loss: 0.0312144 | val_loss: 0.0312117 | Time: 3472.38 ms
[2022-03-23 06:20:06 main:574] : INFO : Epoch 1664 | loss: 0.031213 | val_loss: 0.0312124 | Time: 3473.26 ms
[2022-03-23 06:20:10 main:574] : INFO : Epoch 1665 | loss: 0.0312128 | val_loss: 0.0312124 | Time: 3449.8 ms
[2022-03-23 06:20:13 main:574] : INFO : Epoch 1666 | loss: 0.0312133 | val_loss: 0.0312119 | Time: 3465.17 ms
[2022-03-23 06:20:17 main:574] : INFO : Epoch 1667 | loss: 0.0312135 | val_loss: 0.0312121 | Time: 3471.94 ms
[2022-03-23 06:20:20 main:574] : INFO : Epoch 1668 | loss: 0.0312135 | val_loss: 0.0312129 | Time: 3457.66 ms
[2022-03-23 06:20:24 main:574] : INFO : Epoch 1669 | loss: 0.0312131 | val_loss: 0.0312117 | Time: 3425.87 ms
[2022-03-23 06:20:27 main:574] : INFO : Epoch 1670 | loss: 0.0312128 | val_loss: 0.0312121 | Time: 3417.82 ms
[2022-03-23 06:20:30 main:574] : INFO : Epoch 1671 | loss: 0.0312147 | val_loss: 0.0312127 | Time: 3420.25 ms
[2022-03-23 06:20:34 main:574] : INFO : Epoch 1672 | loss: 0.0312122 | val_loss: 0.0312121 | Time: 3446.64 ms
[2022-03-23 06:20:37 main:574] : INFO : Epoch 1673 | loss: 0.0312137 | val_loss: 0.0312117 | Time: 3412.81 ms
[2022-03-23 06:20:41 main:574] : INFO : Epoch 1674 | loss: 0.0312135 | val_loss: 0.0312127 | Time: 3433.95 ms
[2022-03-23 06:20:44 main:574] : INFO : Epoch 1675 | loss: 0.0312149 | val_loss: 0.0312125 | Time: 3424.35 ms
[2022-03-23 06:20:48 main:574] : INFO : Epoch 1676 | loss: 0.0312168 | val_loss: 0.0312182 | Time: 3428.66 ms
[2022-03-23 06:20:51 main:574] : INFO : Epoch 1677 | loss: 0.0312147 | val_loss: 0.0312214 | Time: 3451.07 ms
[2022-03-23 06:20:54 main:574] : INFO : Epoch 1678 | loss: 0.0312152 | val_loss: 0.0312126 | Time: 3482.48 ms
[2022-03-23 06:20:58 main:574] : INFO : Epoch 1679 | loss: 0.0312146 | val_loss: 0.0312129 | Time: 3460.07 ms
[2022-03-23 06:21:01 main:574] : INFO : Epoch 1680 | loss: 0.0312153 | val_loss: 0.0312119 | Time: 3489.84 ms
[2022-03-23 06:21:05 main:574] : INFO : Epoch 1681 | loss: 0.0312169 | val_loss: 0.031215 | Time: 3905.57 ms
[2022-03-23 06:21:09 main:574] : INFO : Epoch 1682 | loss: 0.0312137 | val_loss: 0.0312137 | Time: 3460.1 ms
[2022-03-23 06:21:12 main:574] : INFO : Epoch 1683 | loss: 0.0312139 | val_loss: 0.0312116 | Time: 3456.77 ms
[2022-03-23 06:21:16 main:574] : INFO : Epoch 1684 | loss: 0.0312152 | val_loss: 0.0312129 | Time: 3450.87 ms
[2022-03-23 06:21:19 main:574] : INFO : Epoch 1685 | loss: 0.0312158 | val_loss: 0.0312156 | Time: 3411.57 ms
[2022-03-23 06:21:23 main:574] : INFO : Epoch 1686 | loss: 0.0312135 | val_loss: 0.0312125 | Time: 3453.67 ms
[2022-03-23 06:21:26 main:574] : INFO : Epoch 1687 | loss: 0.031213 | val_loss: 0.0312136 | Time: 3502.97 ms
[2022-03-23 06:21:30 main:574] : INFO : Epoch 1688 | loss: 0.0312122 | val_loss: 0.0312115 | Time: 3401 ms
[2022-03-23 06:21:33 main:574] : INFO : Epoch 1689 | loss: 0.0312124 | val_loss: 0.0312132 | Time: 3477.08 ms
[2022-03-23 06:21:36 main:574] : INFO : Epoch 1690 | loss: 0.0312138 | val_loss: 0.0312164 | Time: 3458.08 ms
[2022-03-23 06:21:40 main:574] : INFO : Epoch 1691 | loss: 0.0312161 | val_loss: 0.031213 | Time: 3436.15 ms
[2022-03-23 06:21:43 main:574] : INFO : Epoch 1692 | loss: 0.0312137 | val_loss: 0.031219 | Time: 3467.69 ms
[2022-03-23 06:21:47 main:574] : INFO : Epoch 1693 | loss: 0.0312173 | val_loss: 0.0312211 | Time: 3418.5 ms
[2022-03-23 06:21:50 main:574] : INFO : Epoch 1694 | loss: 0.031218 | val_loss: 0.0312203 | Time: 3442.97 ms
[2022-03-23 06:21:54 main:574] : INFO : Epoch 1695 | loss: 0.0312162 | val_loss: 0.0312218 | Time: 3442.62 ms
[2022-03-23 06:21:57 main:574] : INFO : Epoch 1696 | loss: 0.0312159 | val_loss: 0.0312124 | Time: 3449.24 ms
[2022-03-23 06:22:01 main:574] : INFO : Epoch 1697 | loss: 0.0312133 | val_loss: 0.0312141 | Time: 3474 ms
[2022-03-23 06:22:04 main:574] : INFO : Epoch 1698 | loss: 0.0312133 | val_loss: 0.0312128 | Time: 3498.34 ms
[2022-03-23 06:22:08 main:574] : INFO : Epoch 1699 | loss: 0.0312151 | val_loss: 0.0312195 | Time: 3470.41 ms
[2022-03-23 06:22:11 main:574] : INFO : Epoch 1700 | loss: 0.0312166 | val_loss: 0.031214 | Time: 3468.38 ms
[2022-03-23 06:22:15 main:574] : INFO : Epoch 1701 | loss: 0.0312128 | val_loss: 0.0312144 | Time: 3430.97 ms
[2022-03-23 06:22:18 main:574] : INFO : Epoch 1702 | loss: 0.031216 | val_loss: 0.0312153 | Time: 3488.32 ms
[2022-03-23 06:22:21 main:574] : INFO : Epoch 1703 | loss: 0.0312136 | val_loss: 0.0312117 | Time: 3490.77 ms
[2022-03-23 06:22:25 main:574] : INFO : Epoch 1704 | loss: 0.0312132 | val_loss: 0.031212 | Time: 3487.06 ms
[2022-03-23 06:22:28 main:574] : INFO : Epoch 1705 | loss: 0.0312131 | val_loss: 0.0312154 | Time: 3443.3 ms
[2022-03-23 06:22:32 main:574] : INFO : Epoch 1706 | loss: 0.0312126 | val_loss: 0.0312125 | Time: 3444.42 ms
[2022-03-23 06:22:35 main:574] : INFO : Epoch 1707 | loss: 0.0312145 | val_loss: 0.0312115 | Time: 3413.9 ms
[2022-03-23 06:22:39 main:574] : INFO : Epoch 1708 | loss: 0.0312127 | val_loss: 0.0312154 | Time: 3454.05 ms
[2022-03-23 06:22:42 main:574] : INFO : Epoch 1709 | loss: 0.0312128 | val_loss: 0.0312128 | Time: 3453.73 ms
[2022-03-23 06:22:46 main:574] : INFO : Epoch 1710 | loss: 0.0312132 | val_loss: 0.0312177 | Time: 3453.91 ms
[2022-03-23 06:22:49 main:574] : INFO : Epoch 1711 | loss: 0.0312166 | val_loss: 0.0312126 | Time: 3432.91 ms
[2022-03-23 06:22:53 main:574] : INFO : Epoch 1712 | loss: 0.0312143 | val_loss: 0.0312115 | Time: 3435.94 ms
[2022-03-23 06:22:56 main:574] : INFO : Epoch 1713 | loss: 0.0312124 | val_loss: 0.0312121 | Time: 3485.22 ms
[2022-03-23 06:23:00 main:574] : INFO : Epoch 1714 | loss: 0.0312143 | val_loss: 0.0312113 | Time: 3463.24 ms
[2022-03-23 06:23:03 main:574] : INFO : Epoch 1715 | loss: 0.0312118 | val_loss: 0.0312138 | Time: 3450.26 ms
[2022-03-23 06:23:06 main:574] : INFO : Epoch 1716 | loss: 0.0312132 | val_loss: 0.0312184 | Time: 3435.74 ms
[2022-03-23 06:23:10 main:574] : INFO : Epoch 1717 | loss: 0.0312147 | val_loss: 0.0312119 | Time: 3476.62 ms
[2022-03-23 06:23:13 main:574] : INFO : Epoch 1718 | loss: 0.0312147 | val_loss: 0.0312115 | Time: 3469.83 ms
[2022-03-23 06:23:17 main:574] : INFO : Epoch 1719 | loss: 0.0312129 | val_loss: 0.0312114 | Time: 3462.88 ms
[2022-03-23 06:23:20 main:574] : INFO : Epoch 1720 | loss: 0.0312132 | val_loss: 0.0312129 | Time: 3412.56 ms
[2022-03-23 06:23:24 main:574] : INFO : Epoch 1721 | loss: 0.0312137 | val_loss: 0.0312183 | Time: 3481.22 ms
[2022-03-23 06:23:28 main:574] : INFO : Epoch 1722 | loss: 0.0312158 | val_loss: 0.031212 | Time: 3830.19 ms
[2022-03-23 06:23:31 main:574] : INFO : Epoch 1723 | loss: 0.0312154 | val_loss: 0.0312259 | Time: 3419.4 ms
[2022-03-23 06:23:34 main:574] : INFO : Epoch 1724 | loss: 0.0312175 | val_loss: 0.031213 | Time: 3477.2 ms
[2022-03-23 06:23:38 main:574] : INFO : Epoch 1725 | loss: 0.0312129 | val_loss: 0.0312114 | Time: 3434.36 ms
[2022-03-23 06:23:41 main:574] : INFO : Epoch 1726 | loss: 0.0312122 | val_loss: 0.0312115 | Time: 3454.96 ms
[2022-03-23 06:23:45 main:574] : INFO : Epoch 1727 | loss: 0.0312132 | val_loss: 0.0312118 | Time: 3450.95 ms
[2022-03-23 06:23:49 main:574] : INFO : Epoch 1728 | loss: 0.0312139 | val_loss: 0.0312168 | Time: 3888.96 ms
[2022-03-23 06:23:52 main:574] : INFO : Epoch 1729 | loss: 0.0312154 | val_loss: 0.0312129 | Time: 3456.51 ms
[2022-03-23 06:23:56 main:574] : INFO : Epoch 1730 | loss: 0.0312125 | val_loss: 0.0312165 | Time: 3416.31 ms
[2022-03-23 06:23:59 main:574] : INFO : Epoch 1731 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 3395.44 ms
[2022-03-23 06:24:02 main:574] : INFO : Epoch 1732 | loss: 0.0312116 | val_loss: 0.0312114 | Time: 3438.45 ms
[2022-03-23 06:24:06 main:574] : INFO : Epoch 1733 | loss: 0.0312136 | val_loss: 0.0312111 | Time: 3481.12 ms
[2022-03-23 06:24:09 main:574] : INFO : Epoch 1734 | loss: 0.0312139 | val_loss: 0.0312136 | Time: 3438.72 ms
[2022-03-23 06:24:13 main:574] : INFO : Epoch 1735 | loss: 0.0312128 | val_loss: 0.0312112 | Time: 3455.36 ms
[2022-03-23 06:24:16 main:574] : INFO : Epoch 1736 | loss: 0.0312133 | val_loss: 0.0312209 | Time: 3427.54 ms
[2022-03-23 06:24:20 main:574] : INFO : Epoch 1737 | loss: 0.0312142 | val_loss: 0.0312114 | Time: 3420.34 ms
[2022-03-23 06:24:23 main:574] : INFO : Epoch 1738 | loss: 0.0312123 | val_loss: 0.0312113 | Time: 3458.01 ms
[2022-03-23 06:24:27 main:574] : INFO : Epoch 1739 | loss: 0.0312141 | val_loss: 0.0312157 | Time: 3448.22 ms
[2022-03-23 06:24:30 main:574] : INFO : Epoch 1740 | loss: 0.0312122 | val_loss: 0.0312117 | Time: 3440.36 ms
[2022-03-23 06:24:33 main:574] : INFO : Epoch 1741 | loss: 0.0312124 | val_loss: 0.0312163 | Time: 3420.59 ms
[2022-03-23 06:24:37 main:574] : INFO : Epoch 1742 | loss: 0.0312147 | val_loss: 0.0312116 | Time: 3437.28 ms
[2022-03-23 06:24:40 main:574] : INFO : Epoch 1743 | loss: 0.0312136 | val_loss: 0.0312167 | Time: 3422.32 ms
[2022-03-23 06:24:44 main:574] : INFO : Epoch 1744 | loss: 0.0312156 | val_loss: 0.0312126 | Time: 3443.89 ms
[2022-03-23 06:24:47 main:574] : INFO : Epoch 1745 | loss: 0.0312131 | val_loss: 0.031216 | Time: 3465.77 ms
[2022-03-23 06:24:51 main:574] : INFO : Epoch 1746 | loss: 0.031215 | val_loss: 0.031213 | Time: 3430.19 ms
[2022-03-23 06:24:54 main:574] : INFO : Epoch 1747 | loss: 0.0312128 | val_loss: 0.0312132 | Time: 3769.3 ms
[2022-03-23 06:24:58 main:574] : INFO : Epoch 1748 | loss: 0.0312134 | val_loss: 0.031214 | Time: 3529.76 ms
[2022-03-23 06:25:01 main:574] : INFO : Epoch 1749 | loss: 0.0312138 | val_loss: 0.0312153 | Time: 3447.6 ms
[2022-03-23 06:25:05 main:574] : INFO : Epoch 1750 | loss: 0.0312132 | val_loss: 0.0312112 | Time: 3495.45 ms
[2022-03-23 06:25:08 main:574] : INFO : Epoch 1751 | loss: 0.0312136 | val_loss: 0.0312153 | Time: 3451.4 ms
[2022-03-23 06:25:12 main:574] : INFO : Epoch 1752 | loss: 0.0312139 | val_loss: 0.0312115 | Time: 3475.35 ms
[2022-03-23 06:25:15 main:574] : INFO : Epoch 1753 | loss: 0.031214 | val_loss: 0.0312115 | Time: 3444.32 ms
[2022-03-23 06:25:19 main:574] : INFO : Epoch 1754 | loss: 0.0312124 | val_loss: 0.0312123 | Time: 3436.08 ms
[2022-03-23 06:25:22 main:574] : INFO : Epoch 1755 | loss: 0.0312136 | val_loss: 0.0312113 | Time: 3474.54 ms
[2022-03-23 06:25:26 main:574] : INFO : Epoch 1756 | loss: 0.0312119 | val_loss: 0.0312111 | Time: 3467.7 ms
[2022-03-23 06:25:29 main:574] : INFO : Epoch 1757 | loss: 0.0312128 | val_loss: 0.0312188 | Time: 3400.65 ms
[2022-03-23 06:25:33 main:574] : INFO : Epoch 1758 | loss: 0.0312176 | val_loss: 0.0312189 | Time: 3446.68 ms
[2022-03-23 06:25:36 main:574] : INFO : Epoch 1759 | loss: 0.0312144 | val_loss: 0.0312133 | Time: 3438.14 ms
[2022-03-23 06:25:40 main:574] : INFO : Epoch 1760 | loss: 0.0312119 | val_loss: 0.0312116 | Time: 4089.4 ms
[2022-03-23 06:25:54 main:574] : INFO : Epoch 1761 | loss: 0.0312121 | val_loss: 0.0312117 | Time: 13893 ms
[2022-03-23 06:25:58 main:574] : INFO : Epoch 1762 | loss: 0.0312139 | val_loss: 0.0312127 | Time: 3694.81 ms
[2022-03-23 06:26:01 main:574] : INFO : Epoch 1763 | loss: 0.0312142 | val_loss: 0.0312117 | Time: 3546.71 ms
[2022-03-23 06:26:05 main:574] : INFO : Epoch 1764 | loss: 0.0312143 | val_loss: 0.0312232 | Time: 3698.53 ms
[2022-03-23 06:26:09 main:574] : INFO : Epoch 1765 | loss: 0.0312154 | val_loss: 0.031212 | Time: 3597.63 ms
[2022-03-23 06:26:12 main:574] : INFO : Epoch 1766 | loss: 0.0312127 | val_loss: 0.0312145 | Time: 3526.46 ms
[2022-03-23 06:26:16 main:574] : INFO : Epoch 1767 | loss: 0.0312148 | val_loss: 0.0312133 | Time: 3597.5 ms
[2022-03-23 06:26:19 main:574] : INFO : Epoch 1768 | loss: 0.0312162 | val_loss: 0.0312134 | Time: 3534.46 ms
[2022-03-23 06:26:23 main:574] : INFO : Epoch 1769 | loss: 0.0312161 | val_loss: 0.0312137 | Time: 3553.06 ms
[2022-03-23 06:26:26 main:574] : INFO : Epoch 1770 | loss: 0.031214 | val_loss: 0.0312237 | Time: 3677.09 ms
[2022-03-23 06:26:30 main:574] : INFO : Epoch 1771 | loss: 0.0312165 | val_loss: 0.0312189 | Time: 3514.46 ms
[2022-03-23 06:26:34 main:574] : INFO : Epoch 1772 | loss: 0.0312169 | val_loss: 0.0312136 | Time: 3558 ms
[2022-03-23 06:26:37 main:574] : INFO : Epoch 1773 | loss: 0.0312145 | val_loss: 0.0312142 | Time: 3531.65 ms
[2022-03-23 06:26:41 main:574] : INFO : Epoch 1774 | loss: 0.0312139 | val_loss: 0.0312121 | Time: 3829.13 ms
[2022-03-23 06:26:44 main:574] : INFO : Epoch 1775 | loss: 0.0312127 | val_loss: 0.0312119 | Time: 3534.09 ms
[2022-03-23 06:26:48 main:574] : INFO : Epoch 1776 | loss: 0.0312154 | val_loss: 0.0312142 | Time: 3528.23 ms
[2022-03-23 06:26:51 main:574] : INFO : Epoch 1777 | loss: 0.0312127 | val_loss: 0.031212 | Time: 3436.16 ms
[2022-03-23 06:26:55 main:574] : INFO : Epoch 1778 | loss: 0.0312134 | val_loss: 0.0312135 | Time: 3509.34 ms
[2022-03-23 06:26:58 main:574] : INFO : Epoch 1779 | loss: 0.0312138 | val_loss: 0.0312133 | Time: 3463.84 ms
[2022-03-23 06:27:02 main:574] : INFO : Epoch 1780 | loss: 0.0312117 | val_loss: 0.0312108 | Time: 3442.43 ms
[2022-03-23 06:27:05 main:574] : INFO : Epoch 1781 | loss: 0.0312117 | val_loss: 0.0312127 | Time: 3517.12 ms
[2022-03-23 06:27:09 main:574] : INFO : Epoch 1782 | loss: 0.0312117 | val_loss: 0.0312113 | Time: 3444.42 ms
[2022-03-23 06:27:12 main:574] : INFO : Epoch 1783 | loss: 0.0312147 | val_loss: 0.0312286 | Time: 3456.89 ms
[2022-03-23 06:27:16 main:574] : INFO : Epoch 1784 | loss: 0.0312201 | val_loss: 0.0312172 | Time: 3478.4 ms
[2022-03-23 06:27:19 main:574] : INFO : Epoch 1785 | loss: 0.0312131 | val_loss: 0.0312126 | Time: 3481.72 ms
[2022-03-23 06:27:23 main:574] : INFO : Epoch 1786 | loss: 0.0312138 | val_loss: 0.0312114 | Time: 3515.62 ms
[2022-03-23 06:27:26 main:574] : INFO : Epoch 1787 | loss: 0.0312142 | val_loss: 0.0312184 | Time: 3459.82 ms
[2022-03-23 06:27:30 main:574] : INFO : Epoch 1788 | loss: 0.0312139 | val_loss: 0.0312113 | Time: 3446.53 ms
[2022-03-23 06:27:34 main:574] : INFO : Epoch 1789 | loss: 0.0312133 | val_loss: 0.0312156 | Time: 3862.6 ms
[2022-03-23 06:27:37 main:574] : INFO : Epoch 1790 | loss: 0.0312145 | val_loss: 0.031213 | Time: 3470.65 ms
[2022-03-23 06:27:41 main:574] : INFO : Epoch 1791 | loss: 0.0312114 | val_loss: 0.0312112 | Time: 3488.18 ms
[2022-03-23 06:27:44 main:574] : INFO : Epoch 1792 | loss: 0.0312125 | val_loss: 0.031211 | Time: 3463.83 ms
[2022-03-23 06:27:48 main:574] : INFO : Epoch 1793 | loss: 0.0312138 | val_loss: 0.0312136 | Time: 3761.02 ms
[2022-03-23 06:27:51 main:574] : INFO : Epoch 1794 | loss: 0.0312118 | val_loss: 0.031212 | Time: 3534.2 ms
[2022-03-23 06:27:55 main:574] : INFO : Epoch 1795 | loss: 0.0312112 | val_loss: 0.0312133 | Time: 3504.16 ms
[2022-03-23 06:27:58 main:574] : INFO : Epoch 1796 | loss: 0.0312154 | val_loss: 0.0312124 | Time: 3492.64 ms
[2022-03-23 06:28:02 main:574] : INFO : Epoch 1797 | loss: 0.0312145 | val_loss: 0.0312119 | Time: 3459.08 ms
[2022-03-23 06:28:05 main:574] : INFO : Epoch 1798 | loss: 0.0312123 | val_loss: 0.0312152 | Time: 3481.05 ms
[2022-03-23 06:28:09 main:574] : INFO : Epoch 1799 | loss: 0.0312128 | val_loss: 0.0312109 | Time: 3467.36 ms
[2022-03-23 06:28:12 main:574] : INFO : Epoch 1800 | loss: 0.0312121 | val_loss: 0.0312112 | Time: 3487.17 ms
[2022-03-23 06:28:16 main:574] : INFO : Epoch 1801 | loss: 0.0312108 | val_loss: 0.0312108 | Time: 3531.83 ms
[2022-03-23 06:28:19 main:574] : INFO : Epoch 1802 | loss: 0.0312105 | val_loss: 0.0312136 | Time: 3546.13 ms
[2022-03-23 06:28:23 main:574] : INFO : Epoch 1803 | loss: 0.0312119 | val_loss: 0.0312123 | Time: 3491.39 ms
[2022-03-23 06:28:26 main:574] : INFO : Epoch 1804 | loss: 0.0312112 | val_loss: 0.0312111 | Time: 3522.66 ms
[2022-03-23 06:28:30 main:574] : INFO : Epoch 1805 | loss: 0.0312161 | val_loss: 0.0312184 | Time: 3488.4 ms
[2022-03-23 06:28:33 main:574] : INFO : Epoch 1806 | loss: 0.0312149 | val_loss: 0.0312137 | Time: 3479.72 ms
[2022-03-23 06:28:37 main:574] : INFO : Epoch 1807 | loss: 0.0312128 | val_loss: 0.0312115 | Time: 3469.26 ms
[2022-03-23 06:28:40 main:574] : INFO : Epoch 1808 | loss: 0.031213 | val_loss: 0.0312147 | Time: 3465.09 ms
[2022-03-23 06:28:44 main:574] : INFO : Epoch 1809 | loss: 0.0312135 | val_loss: 0.0312119 | Time: 3480.13 ms
[2022-03-23 06:28:47 main:574] : INFO : Epoch 1810 | loss: 0.0312143 | val_loss: 0.0312139 | Time: 3488.18 ms
[2022-03-23 06:28:51 main:574] : INFO : Epoch 1811 | loss: 0.0312145 | val_loss: 0.0312123 | Time: 3485.72 ms
[2022-03-23 06:28:54 main:574] : INFO : Epoch 1812 | loss: 0.0312138 | val_loss: 0.0312128 | Time: 3460.41 ms
[2022-03-23 06:28:58 main:574] : INFO : Epoch 1813 | loss: 0.0312123 | val_loss: 0.0312111 | Time: 3852.68 ms
[2022-03-23 06:29:02 main:574] : INFO : Epoch 1814 | loss: 0.0312105 | val_loss: 0.0312105 | Time: 3552.7 ms
[2022-03-23 06:29:05 main:574] : INFO : Epoch 1815 | loss: 0.0312103 | val_loss: 0.0312158 | Time: 3486 ms
[2022-03-23 06:29:09 main:574] : INFO : Epoch 1816 | loss: 0.0312129 | val_loss: 0.0312171 | Time: 3509.8 ms
[2022-03-23 06:29:12 main:574] : INFO : Epoch 1817 | loss: 0.0312114 | val_loss: 0.0312155 | Time: 3507.41 ms
[2022-03-23 06:29:16 main:574] : INFO : Epoch 1818 | loss: 0.031214 | val_loss: 0.0312122 | Time: 3497.76 ms
[2022-03-23 06:29:19 main:574] : INFO : Epoch 1819 | loss: 0.0312119 | val_loss: 0.0312111 | Time: 3485.21 ms
[2022-03-23 06:29:23 main:574] : INFO : Epoch 1820 | loss: 0.0312115 | val_loss: 0.0312107 | Time: 3472.77 ms
[2022-03-23 06:29:26 main:574] : INFO : Epoch 1821 | loss: 0.0312115 | val_loss: 0.031211 | Time: 3492.53 ms
[2022-03-23 06:29:30 main:574] : INFO : Epoch 1822 | loss: 0.0312112 | val_loss: 0.0312122 | Time: 3450.07 ms
[2022-03-23 06:29:33 main:574] : INFO : Epoch 1823 | loss: 0.0312121 | val_loss: 0.031212 | Time: 3503.15 ms
[2022-03-23 06:29:36 main:574] : INFO : Epoch 1824 | loss: 0.0312127 | val_loss: 0.0312131 | Time: 3450.16 ms
[2022-03-23 06:29:40 main:574] : INFO : Epoch 1825 | loss: 0.0312139 | val_loss: 0.0312159 | Time: 3633.16 ms
[2022-03-23 06:29:44 main:574] : INFO : Epoch 1826 | loss: 0.0312118 | val_loss: 0.0312118 | Time: 3463.98 ms
[2022-03-23 06:29:47 main:574] : INFO : Epoch 1827 | loss: 0.0312105 | val_loss: 0.031212 | Time: 3485.05 ms
[2022-03-23 06:29:50 main:574] : INFO : Epoch 1828 | loss: 0.0312114 | val_loss: 0.0312111 | Time: 3428.59 ms
[2022-03-23 06:29:54 main:574] : INFO : Epoch 1829 | loss: 0.0312118 | val_loss: 0.0312106 | Time: 3479.06 ms
[2022-03-23 06:29:57 main:574] : INFO : Epoch 1830 | loss: 0.0312118 | val_loss: 0.0312113 | Time: 3510.51 ms
[2022-03-23 06:30:01 main:574] : INFO : Epoch 1831 | loss: 0.0312107 | val_loss: 0.0312147 | Time: 3835.77 ms
[2022-03-23 06:30:05 main:574] : INFO : Epoch 1832 | loss: 0.031211 | val_loss: 0.0312106 | Time: 3512.85 ms
[2022-03-23 06:30:08 main:574] : INFO : Epoch 1833 | loss: 0.0312107 | val_loss: 0.0312113 | Time: 3444.08 ms
[2022-03-23 06:30:12 main:574] : INFO : Epoch 1834 | loss: 0.0312112 | val_loss: 0.0312107 | Time: 3477.43 ms
[2022-03-23 06:30:15 main:574] : INFO : Epoch 1835 | loss: 0.0312109 | val_loss: 0.0312126 | Time: 3507.22 ms
[2022-03-23 06:30:19 main:574] : INFO : Epoch 1836 | loss: 0.0312112 | val_loss: 0.0312115 | Time: 3499.88 ms
[2022-03-23 06:30:22 main:574] : INFO : Epoch 1837 | loss: 0.0312144 | val_loss: 0.0312163 | Time: 3539.14 ms
[2022-03-23 06:30:26 main:574] : INFO : Epoch 1838 | loss: 0.0312121 | val_loss: 0.0312107 | Time: 3502.5 ms
[2022-03-23 06:30:29 main:574] : INFO : Epoch 1839 | loss: 0.0312127 | val_loss: 0.0312122 | Time: 3489.33 ms
[2022-03-23 06:30:33 main:574] : INFO : Epoch 1840 | loss: 0.0312107 | val_loss: 0.0312116 | Time: 3555.7 ms
[2022-03-23 06:30:36 main:574] : INFO : Epoch 1841 | loss: 0.0312113 | val_loss: 0.0312113 | Time: 3504.26 ms
[2022-03-23 06:30:40 main:574] : INFO : Epoch 1842 | loss: 0.0312116 | val_loss: 0.031213 | Time: 3496.79 ms
[2022-03-23 06:30:43 main:574] : INFO : Epoch 1843 | loss: 0.0312127 | val_loss: 0.0312122 | Time: 3541.9 ms
[2022-03-23 06:30:47 main:574] : INFO : Epoch 1844 | loss: 0.0312131 | val_loss: 0.0312252 | Time: 3654.57 ms
[2022-03-23 06:30:51 main:574] : INFO : Epoch 1845 | loss: 0.0312145 | val_loss: 0.031216 | Time: 3465.9 ms
[2022-03-23 06:30:54 main:574] : INFO : Epoch 1846 | loss: 0.0312124 | val_loss: 0.0312113 | Time: 3470.3 ms
[2022-03-23 06:30:58 main:574] : INFO : Epoch 1847 | loss: 0.0312109 | val_loss: 0.031211 | Time: 3482.43 ms
[2022-03-23 06:31:01 main:574] : INFO : Epoch 1848 | loss: 0.0312104 | val_loss: 0.0312133 | Time: 3547.36 ms
[2022-03-23 06:31:05 main:574] : INFO : Epoch 1849 | loss: 0.0312103 | val_loss: 0.0312113 | Time: 3502.61 ms
[2022-03-23 06:31:08 main:574] : INFO : Epoch 1850 | loss: 0.0312104 | val_loss: 0.0312108 | Time: 3496.32 ms
[2022-03-23 06:31:12 main:574] : INFO : Epoch 1851 | loss: 0.0312119 | val_loss: 0.0312117 | Time: 3498.65 ms
[2022-03-23 06:31:15 main:574] : INFO : Epoch 1852 | loss: 0.0312103 | val_loss: 0.0312111 | Time: 3433.81 ms
[2022-03-23 06:31:19 main:574] : INFO : Epoch 1853 | loss: 0.0312116 | val_loss: 0.031211 | Time: 3506.8 ms
[2022-03-23 06:31:22 main:574] : INFO : Epoch 1854 | loss: 0.0312134 | val_loss: 0.031223 | Time: 3490.89 ms
[2022-03-23 06:31:26 main:574] : INFO : Epoch 1855 | loss: 0.0312167 | val_loss: 0.0312186 | Time: 3611.51 ms
[2022-03-23 06:31:29 main:574] : INFO : Epoch 1856 | loss: 0.0312146 | val_loss: 0.0312119 | Time: 3500.46 ms
[2022-03-23 06:31:33 main:574] : INFO : Epoch 1857 | loss: 0.031215 | val_loss: 0.0312124 | Time: 3508.76 ms
[2022-03-23 06:31:36 main:574] : INFO : Epoch 1858 | loss: 0.031214 | val_loss: 0.0312115 | Time: 3513.45 ms
[2022-03-23 06:31:40 main:574] : INFO : Epoch 1859 | loss: 0.0312116 | val_loss: 0.0312165 | Time: 3525.79 ms
[2022-03-23 06:31:43 main:574] : INFO : Epoch 1860 | loss: 0.0312109 | val_loss: 0.0312102 | Time: 3462.48 ms
[2022-03-23 06:31:47 main:574] : INFO : Epoch 1861 | loss: 0.03121 | val_loss: 0.0312132 | Time: 3454.06 ms
[2022-03-23 06:31:50 main:574] : INFO : Epoch 1862 | loss: 0.0312115 | val_loss: 0.0312115 | Time: 3804.51 ms
[2022-03-23 06:31:54 main:574] : INFO : Epoch 1863 | loss: 0.0312134 | val_loss: 0.0312122 | Time: 3633.98 ms
[2022-03-23 06:31:58 main:574] : INFO : Epoch 1864 | loss: 0.0312112 | val_loss: 0.031217 | Time: 3502.24 ms
[2022-03-23 06:32:01 main:574] : INFO : Epoch 1865 | loss: 0.0312108 | val_loss: 0.0312122 | Time: 3540.35 ms
[2022-03-23 06:32:05 main:574] : INFO : Epoch 1866 | loss: 0.0312099 | val_loss: 0.0312179 | Time: 3543.95 ms
[2022-03-23 06:32:08 main:574] : INFO : Epoch 1867 | loss: 0.0312135 | val_loss: 0.0312111 | Time: 3491.66 ms
[2022-03-23 06:32:12 main:574] : INFO : Epoch 1868 | loss: 0.0312108 | val_loss: 0.031217 | Time: 3512.3 ms
[2022-03-23 06:32:16 main:574] : INFO : Epoch 1869 | loss: 0.0312103 | val_loss: 0.0312106 | Time: 3917.04 ms
[2022-03-23 06:32:19 main:574] : INFO : Epoch 1870 | loss: 0.0312096 | val_loss: 0.03121 | Time: 3510.88 ms
[2022-03-23 06:32:23 main:574] : INFO : Epoch 1871 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 3498.58 ms
[2022-03-23 06:32:26 main:574] : INFO : Epoch 1872 | loss: 0.0312129 | val_loss: 0.0312126 | Time: 3498.25 ms
[2022-03-23 06:32:30 main:574] : INFO : Epoch 1873 | loss: 0.0312122 | val_loss: 0.0312206 | Time: 3546.63 ms
[2022-03-23 06:32:33 main:574] : INFO : Epoch 1874 | loss: 0.0312127 | val_loss: 0.0312106 | Time: 3488.79 ms
[2022-03-23 06:32:37 main:574] : INFO : Epoch 1875 | loss: 0.0312096 | val_loss: 0.0312176 | Time: 3530.89 ms
[2022-03-23 06:32:40 main:574] : INFO : Epoch 1876 | loss: 0.0312105 | val_loss: 0.0312103 | Time: 3496.75 ms
[2022-03-23 06:32:44 main:574] : INFO : Epoch 1877 | loss: 0.0312112 | val_loss: 0.0312116 | Time: 3472.26 ms
[2022-03-23 06:32:47 main:574] : INFO : Epoch 1878 | loss: 0.03121 | val_loss: 0.0312149 | Time: 3486.75 ms
[2022-03-23 06:32:51 main:574] : INFO : Epoch 1879 | loss: 0.0312123 | val_loss: 0.0312122 | Time: 3469.69 ms
[2022-03-23 06:32:54 main:574] : INFO : Epoch 1880 | loss: 0.0312111 | val_loss: 0.0312105 | Time: 3504.62 ms
[2022-03-23 06:32:58 main:574] : INFO : Epoch 1881 | loss: 0.0312101 | val_loss: 0.0312104 | Time: 3447.27 ms
[2022-03-23 06:33:01 main:574] : INFO : Epoch 1882 | loss: 0.0312114 | val_loss: 0.0312115 | Time: 3490.39 ms
[2022-03-23 06:33:05 main:574] : INFO : Epoch 1883 | loss: 0.0312098 | val_loss: 0.0312099 | Time: 3502.89 ms
[2022-03-23 06:33:08 main:574] : INFO : Epoch 1884 | loss: 0.0312092 | val_loss: 0.0312102 | Time: 3538.89 ms
[2022-03-23 06:33:12 main:574] : INFO : Epoch 1885 | loss: 0.0312097 | val_loss: 0.0312102 | Time: 3813.74 ms
[2022-03-23 06:33:16 main:574] : INFO : Epoch 1886 | loss: 0.0312106 | val_loss: 0.0312118 | Time: 3537.83 ms
[2022-03-23 06:33:19 main:574] : INFO : Epoch 1887 | loss: 0.0312124 | val_loss: 0.0312126 | Time: 3488.65 ms
[2022-03-23 06:33:22 main:574] : INFO : Epoch 1888 | loss: 0.0312119 | val_loss: 0.0312118 | Time: 3468.98 ms
[2022-03-23 06:33:26 main:574] : INFO : Epoch 1889 | loss: 0.0312097 | val_loss: 0.0312098 | Time: 3481.28 ms
[2022-03-23 06:33:29 main:574] : INFO : Epoch 1890 | loss: 0.0312099 | val_loss: 0.0312127 | Time: 3443.8 ms
[2022-03-23 06:33:33 main:574] : INFO : Epoch 1891 | loss: 0.0312169 | val_loss: 0.0312232 | Time: 3454.2 ms
[2022-03-23 06:33:36 main:574] : INFO : Epoch 1892 | loss: 0.0312195 | val_loss: 0.0312173 | Time: 3494.56 ms
[2022-03-23 06:33:40 main:574] : INFO : Epoch 1893 | loss: 0.0312116 | val_loss: 0.0312109 | Time: 3471.84 ms
[2022-03-23 06:33:43 main:574] : INFO : Epoch 1894 | loss: 0.0312116 | val_loss: 0.0312128 | Time: 3503.14 ms
[2022-03-23 06:33:47 main:574] : INFO : Epoch 1895 | loss: 0.0312096 | val_loss: 0.031212 | Time: 3448.43 ms
[2022-03-23 06:33:50 main:574] : INFO : Epoch 1896 | loss: 0.0312094 | val_loss: 0.0312097 | Time: 3517.46 ms
[2022-03-23 06:33:54 main:574] : INFO : Epoch 1897 | loss: 0.0312109 | val_loss: 0.0312105 | Time: 3512.68 ms
[2022-03-23 06:33:57 main:574] : INFO : Epoch 1898 | loss: 0.0312103 | val_loss: 0.0312134 | Time: 3462.49 ms
[2022-03-23 06:34:01 main:574] : INFO : Epoch 1899 | loss: 0.031211 | val_loss: 0.0312108 | Time: 3459.51 ms
[2022-03-23 06:34:04 main:574] : INFO : Epoch 1900 | loss: 0.0312114 | val_loss: 0.0312103 | Time: 3522.56 ms
[2022-03-23 06:34:08 main:574] : INFO : Epoch 1901 | loss: 0.0312104 | val_loss: 0.0312107 | Time: 3469.65 ms
[2022-03-23 06:34:11 main:574] : INFO : Epoch 1902 | loss: 0.0312098 | val_loss: 0.0312102 | Time: 3448.75 ms
[2022-03-23 06:34:15 main:574] : INFO : Epoch 1903 | loss: 0.0312102 | val_loss: 0.03121 | Time: 3471.09 ms
[2022-03-23 06:34:18 main:574] : INFO : Epoch 1904 | loss: 0.0312106 | val_loss: 0.0312119 | Time: 3466.96 ms
[2022-03-23 06:34:22 main:574] : INFO : Epoch 1905 | loss: 0.031213 | val_loss: 0.0312104 | Time: 3469.22 ms
[2022-03-23 06:34:25 main:574] : INFO : Epoch 1906 | loss: 0.0312091 | val_loss: 0.0312104 | Time: 3495.85 ms
[2022-03-23 06:34:29 main:574] : INFO : Epoch 1907 | loss: 0.031209 | val_loss: 0.0312113 | Time: 3480.7 ms
[2022-03-23 06:34:32 main:574] : INFO : Epoch 1908 | loss: 0.0312106 | val_loss: 0.0312114 | Time: 3426.33 ms
[2022-03-23 06:34:36 main:574] : INFO : Epoch 1909 | loss: 0.0312102 | val_loss: 0.031212 | Time: 3483.58 ms
[2022-03-23 06:34:39 main:574] : INFO : Epoch 1910 | loss: 0.0312089 | val_loss: 0.031211 | Time: 3476.98 ms
[2022-03-23 06:34:43 main:574] : INFO : Epoch 1911 | loss: 0.031209 | val_loss: 0.0312104 | Time: 3504.44 ms
[2022-03-23 06:34:46 main:574] : INFO : Epoch 1912 | loss: 0.0312105 | val_loss: 0.0312113 | Time: 3475.37 ms
[2022-03-23 06:34:49 main:574] : INFO : Epoch 1913 | loss: 0.0312095 | val_loss: 0.03121 | Time: 3444.8 ms
[2022-03-23 06:34:53 main:574] : INFO : Epoch 1914 | loss: 0.0312102 | val_loss: 0.0312098 | Time: 3458.57 ms
[2022-03-23 06:34:56 main:574] : INFO : Epoch 1915 | loss: 0.0312105 | val_loss: 0.03121 | Time: 3438.7 ms
[2022-03-23 06:35:00 main:574] : INFO : Epoch 1916 | loss: 0.0312091 | val_loss: 0.0312123 | Time: 3523.01 ms
[2022-03-23 06:35:03 main:574] : INFO : Epoch 1917 | loss: 0.0312104 | val_loss: 0.0312105 | Time: 3485.02 ms
[2022-03-23 06:35:07 main:574] : INFO : Epoch 1918 | loss: 0.0312101 | val_loss: 0.0312104 | Time: 3526.53 ms
[2022-03-23 06:35:10 main:574] : INFO : Epoch 1919 | loss: 0.0312102 | val_loss: 0.0312109 | Time: 3454.16 ms
[2022-03-23 06:35:14 main:574] : INFO : Epoch 1920 | loss: 0.0312109 | val_loss: 0.0312106 | Time: 3473.3 ms
[2022-03-23 06:35:17 main:574] : INFO : Epoch 1921 | loss: 0.0312106 | val_loss: 0.0312129 | Time: 3456.33 ms
[2022-03-23 06:35:21 main:574] : INFO : Epoch 1922 | loss: 0.0312098 | val_loss: 0.0312104 | Time: 3445.34 ms
[2022-03-23 06:35:24 main:574] : INFO : Epoch 1923 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 3680.02 ms
[2022-03-23 06:35:28 main:574] : INFO : Epoch 1924 | loss: 0.0312106 | val_loss: 0.0312104 | Time: 3886.54 ms
[2022-03-23 06:35:32 main:574] : INFO : Epoch 1925 | loss: 0.0312096 | val_loss: 0.03121 | Time: 3526.55 ms
[2022-03-23 06:35:35 main:574] : INFO : Epoch 1926 | loss: 0.0312119 | val_loss: 0.0312153 | Time: 3506.74 ms
[2022-03-23 06:35:39 main:574] : INFO : Epoch 1927 | loss: 0.0312105 | val_loss: 0.0312107 | Time: 3551.81 ms
[2022-03-23 06:35:42 main:574] : INFO : Epoch 1928 | loss: 0.0312145 | val_loss: 0.0312191 | Time: 3533.47 ms
[2022-03-23 06:35:46 main:574] : INFO : Epoch 1929 | loss: 0.0312115 | val_loss: 0.0312147 | Time: 3497.99 ms
[2022-03-23 06:35:49 main:574] : INFO : Epoch 1930 | loss: 0.0312156 | val_loss: 0.0312174 | Time: 3460.68 ms
[2022-03-23 06:35:53 main:574] : INFO : Epoch 1931 | loss: 0.0312097 | val_loss: 0.0312127 | Time: 3615.35 ms
[2022-03-23 06:35:57 main:574] : INFO : Epoch 1932 | loss: 0.0312122 | val_loss: 0.0312168 | Time: 3752.34 ms
[2022-03-23 06:36:00 main:574] : INFO : Epoch 1933 | loss: 0.0312115 | val_loss: 0.0312109 | Time: 3480.62 ms
[2022-03-23 06:36:04 main:574] : INFO : Epoch 1934 | loss: 0.0312096 | val_loss: 0.0312117 | Time: 3504.56 ms
[2022-03-23 06:36:07 main:574] : INFO : Epoch 1935 | loss: 0.0312108 | val_loss: 0.0312101 | Time: 3500 ms
[2022-03-23 06:36:11 main:574] : INFO : Epoch 1936 | loss: 0.0312113 | val_loss: 0.0312102 | Time: 3506.24 ms
[2022-03-23 06:36:14 main:574] : INFO : Epoch 1937 | loss: 0.0312088 | val_loss: 0.0312095 | Time: 3500.14 ms
[2022-03-23 06:36:18 main:574] : INFO : Epoch 1938 | loss: 0.031209 | val_loss: 0.0312094 | Time: 3430.81 ms
[2022-03-23 06:36:21 main:574] : INFO : Epoch 1939 | loss: 0.0312088 | val_loss: 0.0312103 | Time: 3497.48 ms
[2022-03-23 06:36:25 main:574] : INFO : Epoch 1940 | loss: 0.0312084 | val_loss: 0.0312093 | Time: 3469.41 ms
[2022-03-23 06:36:28 main:574] : INFO : Epoch 1941 | loss: 0.0312106 | val_loss: 0.0312097 | Time: 3479.36 ms
[2022-03-23 06:36:32 main:574] : INFO : Epoch 1942 | loss: 0.0312135 | val_loss: 0.031213 | Time: 3457.36 ms
[2022-03-23 06:36:36 main:574] : INFO : Epoch 1943 | loss: 0.0312094 | val_loss: 0.0312146 | Time: 3838.01 ms
[2022-03-23 06:36:39 main:574] : INFO : Epoch 1944 | loss: 0.03121 | val_loss: 0.0312097 | Time: 3497.32 ms
[2022-03-23 06:36:43 main:574] : INFO : Epoch 1945 | loss: 0.0312088 | val_loss: 0.0312095 | Time: 3515.5 ms
[2022-03-23 06:36:46 main:574] : INFO : Epoch 1946 | loss: 0.0312081 | val_loss: 0.0312101 | Time: 3480.06 ms
[2022-03-23 06:36:50 main:574] : INFO : Epoch 1947 | loss: 0.0312101 | val_loss: 0.0312094 | Time: 3463.76 ms
[2022-03-23 06:36:53 main:574] : INFO : Epoch 1948 | loss: 0.0312092 | val_loss: 0.0312104 | Time: 3450.1 ms
[2022-03-23 06:36:56 main:574] : INFO : Epoch 1949 | loss: 0.03121 | val_loss: 0.0312094 | Time: 3467.86 ms
[2022-03-23 06:37:00 main:574] : INFO : Epoch 1950 | loss: 0.0312104 | val_loss: 0.0312145 | Time: 3485.98 ms
[2022-03-23 06:37:03 main:574] : INFO : Epoch 1951 | loss: 0.0312083 | val_loss: 0.0312102 | Time: 3540.83 ms
[2022-03-23 06:37:07 main:574] : INFO : Epoch 1952 | loss: 0.0312091 | val_loss: 0.0312126 | Time: 3476.54 ms
[2022-03-23 06:37:11 main:574] : INFO : Epoch 1953 | loss: 0.0312094 | val_loss: 0.0312111 | Time: 3566.04 ms
[2022-03-23 06:37:14 main:574] : INFO : Epoch 1954 | loss: 0.0312077 | val_loss: 0.0312092 | Time: 3491.82 ms
[2022-03-23 06:37:17 main:574] : INFO : Epoch 1955 | loss: 0.0312085 | val_loss: 0.0312094 | Time: 3451.33 ms
[2022-03-23 06:37:21 main:574] : INFO : Epoch 1956 | loss: 0.0312085 | val_loss: 0.031209 | Time: 3466.67 ms
[2022-03-23 06:37:24 main:574] : INFO : Epoch 1957 | loss: 0.0312087 | val_loss: 0.0312167 | Time: 3471.47 ms
[2022-03-23 06:37:28 main:574] : INFO : Epoch 1958 | loss: 0.0312124 | val_loss: 0.0312097 | Time: 3820.97 ms
[2022-03-23 06:37:32 main:574] : INFO : Epoch 1959 | loss: 0.0312087 | val_loss: 0.0312118 | Time: 3501.48 ms
[2022-03-23 06:37:35 main:574] : INFO : Epoch 1960 | loss: 0.0312078 | val_loss: 0.0312101 | Time: 3463.19 ms
[2022-03-23 06:37:39 main:574] : INFO : Epoch 1961 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 3433.18 ms
[2022-03-23 06:37:42 main:574] : INFO : Epoch 1962 | loss: 0.0312102 | val_loss: 0.0312128 | Time: 3485.56 ms
[2022-03-23 06:37:46 main:574] : INFO : Epoch 1963 | loss: 0.0312122 | val_loss: 0.0312098 | Time: 3451.6 ms
[2022-03-23 06:37:49 main:574] : INFO : Epoch 1964 | loss: 0.0312101 | val_loss: 0.0312099 | Time: 3434.04 ms
[2022-03-23 06:37:53 main:574] : INFO : Epoch 1965 | loss: 0.0312089 | val_loss: 0.0312093 | Time: 3457.82 ms
[2022-03-23 06:37:56 main:574] : INFO : Epoch 1966 | loss: 0.0312082 | val_loss: 0.0312117 | Time: 3483.78 ms
[2022-03-23 06:38:00 main:574] : INFO : Epoch 1967 | loss: 0.0312095 | val_loss: 0.0312097 | Time: 3502 ms
[2022-03-23 06:38:03 main:574] : INFO : Epoch 1968 | loss: 0.0312084 | val_loss: 0.0312103 | Time: 3490.97 ms
[2022-03-23 06:38:06 main:574] : INFO : Epoch 1969 | loss: 0.0312079 | val_loss: 0.0312106 | Time: 3491.5 ms
[2022-03-23 06:38:10 main:574] : INFO : Epoch 1970 | loss: 0.0312097 | val_loss: 0.0312137 | Time: 3467.26 ms
[2022-03-23 06:38:13 main:574] : INFO : Epoch 1971 | loss: 0.0312101 | val_loss: 0.0312148 | Time: 3412.52 ms
[2022-03-23 06:38:17 main:574] : INFO : Epoch 1972 | loss: 0.0312141 | val_loss: 0.0312127 | Time: 3493.79 ms
[2022-03-23 06:38:20 main:574] : INFO : Epoch 1973 | loss: 0.0312115 | val_loss: 0.0312105 | Time: 3484.87 ms
[2022-03-23 06:38:24 main:574] : INFO : Epoch 1974 | loss: 0.0312076 | val_loss: 0.0312096 | Time: 3455.3 ms
[2022-03-23 06:38:27 main:574] : INFO : Epoch 1975 | loss: 0.0312075 | val_loss: 0.0312086 | Time: 3491.75 ms
[2022-03-23 06:38:31 main:574] : INFO : Epoch 1976 | loss: 0.0312083 | val_loss: 0.0312102 | Time: 3473.64 ms
[2022-03-23 06:38:34 main:574] : INFO : Epoch 1977 | loss: 0.0312094 | val_loss: 0.031209 | Time: 3475.74 ms
[2022-03-23 06:38:38 main:574] : INFO : Epoch 1978 | loss: 0.0312074 | val_loss: 0.0312091 | Time: 3479.09 ms
[2022-03-23 06:38:41 main:574] : INFO : Epoch 1979 | loss: 0.0312089 | val_loss: 0.0312095 | Time: 3543.51 ms
[2022-03-23 06:38:45 main:574] : INFO : Epoch 1980 | loss: 0.0312085 | val_loss: 0.0312137 | Time: 3452.2 ms
[2022-03-23 06:38:48 main:574] : INFO : Epoch 1981 | loss: 0.0312159 | val_loss: 0.0312211 | Time: 3500.25 ms
[2022-03-23 06:38:52 main:574] : INFO : Epoch 1982 | loss: 0.031215 | val_loss: 0.0312104 | Time: 3437.23 ms
[2022-03-23 06:38:55 main:574] : INFO : Epoch 1983 | loss: 0.0312081 | val_loss: 0.0312087 | Time: 3491.31 ms
[2022-03-23 06:38:59 main:574] : INFO : Epoch 1984 | loss: 0.031209 | val_loss: 0.0312088 | Time: 3487.26 ms
[2022-03-23 06:39:02 main:574] : INFO : Epoch 1985 | loss: 0.0312085 | val_loss: 0.0312093 | Time: 3512.74 ms
[2022-03-23 06:39:06 main:574] : INFO : Epoch 1986 | loss: 0.0312074 | val_loss: 0.0312086 | Time: 3522 ms
[2022-03-23 06:39:09 main:574] : INFO : Epoch 1987 | loss: 0.0312081 | val_loss: 0.0312089 | Time: 3455.35 ms
[2022-03-23 06:39:13 main:574] : INFO : Epoch 1988 | loss: 0.0312081 | val_loss: 0.0312103 | Time: 3442.07 ms
[2022-03-23 06:39:16 main:574] : INFO : Epoch 1989 | loss: 0.0312126 | val_loss: 0.0312167 | Time: 3510.33 ms
[2022-03-23 06:39:20 main:574] : INFO : Epoch 1990 | loss: 0.0312106 | val_loss: 0.0312105 | Time: 3550.03 ms
[2022-03-23 06:39:23 main:574] : INFO : Epoch 1991 | loss: 0.0312075 | val_loss: 0.0312116 | Time: 3470.29 ms
[2022-03-23 06:39:27 main:574] : INFO : Epoch 1992 | loss: 0.031209 | val_loss: 0.0312087 | Time: 3478.08 ms
[2022-03-23 06:39:30 main:574] : INFO : Epoch 1993 | loss: 0.0312096 | val_loss: 0.0312166 | Time: 3496.19 ms
[2022-03-23 06:39:34 main:574] : INFO : Epoch 1994 | loss: 0.0312104 | val_loss: 0.0312089 | Time: 3515.28 ms
[2022-03-23 06:39:37 main:574] : INFO : Epoch 1995 | loss: 0.0312076 | val_loss: 0.0312105 | Time: 3489.95 ms
[2022-03-23 06:39:41 main:574] : INFO : Epoch 1996 | loss: 0.0312078 | val_loss: 0.0312088 | Time: 3517.45 ms
[2022-03-23 06:39:44 main:574] : INFO : Epoch 1997 | loss: 0.031208 | val_loss: 0.0312098 | Time: 3496.11 ms
[2022-03-23 06:39:48 main:574] : INFO : Epoch 1998 | loss: 0.0312094 | val_loss: 0.0312093 | Time: 3484.19 ms
[2022-03-23 06:39:51 main:574] : INFO : Epoch 1999 | loss: 0.0312079 | val_loss: 0.0312113 | Time: 3500.45 ms
[2022-03-23 06:39:55 main:574] : INFO : Epoch 2000 | loss: 0.031208 | val_loss: 0.0312093 | Time: 3500.32 ms
[2022-03-23 06:39:58 main:574] : INFO : Epoch 2001 | loss: 0.0312072 | val_loss: 0.0312084 | Time: 3494.86 ms
[2022-03-23 06:40:02 main:574] : INFO : Epoch 2002 | loss: 0.0312072 | val_loss: 0.0312084 | Time: 3521.67 ms
[2022-03-23 06:40:06 main:574] : INFO : Epoch 2003 | loss: 0.0312075 | val_loss: 0.03121 | Time: 3923.12 ms
[2022-03-23 06:40:09 main:574] : INFO : Epoch 2004 | loss: 0.0312092 | val_loss: 0.0312152 | Time: 3439.26 ms
[2022-03-23 06:40:13 main:574] : INFO : Epoch 2005 | loss: 0.0312093 | val_loss: 0.0312129 | Time: 3486.89 ms
[2022-03-23 06:40:16 main:574] : INFO : Epoch 2006 | loss: 0.0312086 | val_loss: 0.0312105 | Time: 3513.23 ms
[2022-03-23 06:40:20 main:574] : INFO : Epoch 2007 | loss: 0.0312118 | val_loss: 0.0312132 | Time: 3498.67 ms
[2022-03-23 06:40:23 main:574] : INFO : Epoch 2008 | loss: 0.0312118 | val_loss: 0.0312139 | Time: 3559.74 ms
[2022-03-23 06:40:27 main:574] : INFO : Epoch 2009 | loss: 0.0312125 | val_loss: 0.0312103 | Time: 3486.27 ms
[2022-03-23 06:40:30 main:574] : INFO : Epoch 2010 | loss: 0.031211 | val_loss: 0.0312092 | Time: 3472.68 ms
[2022-03-23 06:40:34 main:574] : INFO : Epoch 2011 | loss: 0.0312086 | val_loss: 0.0312087 | Time: 3503.52 ms
[2022-03-23 06:40:37 main:574] : INFO : Epoch 2012 | loss: 0.0312103 | val_loss: 0.0312129 | Time: 3437.4 ms
[2022-03-23 06:40:41 main:574] : INFO : Epoch 2013 | loss: 0.0312103 | val_loss: 0.0312112 | Time: 3482.85 ms
[2022-03-23 06:40:44 main:574] : INFO : Epoch 2014 | loss: 0.0312086 | val_loss: 0.031209 | Time: 3500.27 ms
[2022-03-23 06:40:48 main:574] : INFO : Epoch 2015 | loss: 0.0312075 | val_loss: 0.0312082 | Time: 3477.98 ms
[2022-03-23 06:40:51 main:574] : INFO : Epoch 2016 | loss: 0.0312082 | val_loss: 0.0312103 | Time: 3472.08 ms
[2022-03-23 06:40:54 main:574] : INFO : Epoch 2017 | loss: 0.0312094 | val_loss: 0.0312083 | Time: 3448.46 ms
[2022-03-23 06:40:58 main:574] : INFO : Epoch 2018 | loss: 0.0312075 | val_loss: 0.0312091 | Time: 3495.72 ms
[2022-03-23 06:41:02 main:574] : INFO : Epoch 2019 | loss: 0.0312082 | val_loss: 0.0312097 | Time: 3869.95 ms
[2022-03-23 06:41:05 main:574] : INFO : Epoch 2020 | loss: 0.031211 | val_loss: 0.0312182 | Time: 3562.12 ms
[2022-03-23 06:41:19 main:574] : INFO : Epoch 2021 | loss: 0.0312101 | val_loss: 0.0312087 | Time: 13305.9 ms
[2022-03-23 06:41:22 main:574] : INFO : Epoch 2022 | loss: 0.0312074 | val_loss: 0.0312085 | Time: 3392.85 ms
[2022-03-23 06:41:26 main:574] : INFO : Epoch 2023 | loss: 0.0312073 | val_loss: 0.0312092 | Time: 3894.13 ms
[2022-03-23 06:41:30 main:574] : INFO : Epoch 2024 | loss: 0.0312075 | val_loss: 0.0312092 | Time: 3701.18 ms
[2022-03-23 06:41:33 main:574] : INFO : Epoch 2025 | loss: 0.0312072 | val_loss: 0.0312081 | Time: 3608.61 ms
[2022-03-23 06:41:37 main:574] : INFO : Epoch 2026 | loss: 0.0312089 | val_loss: 0.0312117 | Time: 3469.15 ms
[2022-03-23 06:41:41 main:574] : INFO : Epoch 2027 | loss: 0.031209 | val_loss: 0.0312084 | Time: 3771 ms
[2022-03-23 06:41:44 main:574] : INFO : Epoch 2028 | loss: 0.0312073 | val_loss: 0.0312084 | Time: 3530.3 ms
[2022-03-23 06:41:48 main:574] : INFO : Epoch 2029 | loss: 0.0312078 | val_loss: 0.0312093 | Time: 3498.16 ms
[2022-03-23 06:41:51 main:574] : INFO : Epoch 2030 | loss: 0.0312079 | val_loss: 0.0312082 | Time: 3516.53 ms
[2022-03-23 06:41:55 main:574] : INFO : Epoch 2031 | loss: 0.031208 | val_loss: 0.0312088 | Time: 3484.28 ms
[2022-03-23 06:41:58 main:574] : INFO : Epoch 2032 | loss: 0.0312067 | val_loss: 0.0312081 | Time: 3484.18 ms
[2022-03-23 06:42:02 main:574] : INFO : Epoch 2033 | loss: 0.0312067 | val_loss: 0.031209 | Time: 3521.65 ms
[2022-03-23 06:42:05 main:574] : INFO : Epoch 2034 | loss: 0.0312067 | val_loss: 0.031208 | Time: 3461.23 ms
[2022-03-23 06:42:09 main:574] : INFO : Epoch 2035 | loss: 0.0312081 | val_loss: 0.0312107 | Time: 3485.52 ms
[2022-03-23 06:42:12 main:574] : INFO : Epoch 2036 | loss: 0.0312092 | val_loss: 0.0312087 | Time: 3535.87 ms
[2022-03-23 06:42:16 main:574] : INFO : Epoch 2037 | loss: 0.0312069 | val_loss: 0.0312089 | Time: 3507.3 ms
[2022-03-23 06:42:19 main:574] : INFO : Epoch 2038 | loss: 0.0312086 | val_loss: 0.0312101 | Time: 3486.88 ms
[2022-03-23 06:42:23 main:574] : INFO : Epoch 2039 | loss: 0.0312069 | val_loss: 0.0312087 | Time: 3477.46 ms
[2022-03-23 06:42:26 main:574] : INFO : Epoch 2040 | loss: 0.0312084 | val_loss: 0.0312133 | Time: 3519.88 ms
[2022-03-23 06:42:30 main:574] : INFO : Epoch 2041 | loss: 0.0312088 | val_loss: 0.0312092 | Time: 3476.02 ms
[2022-03-23 06:42:33 main:574] : INFO : Epoch 2042 | loss: 0.0312069 | val_loss: 0.0312097 | Time: 3547.45 ms
[2022-03-23 06:42:37 main:574] : INFO : Epoch 2043 | loss: 0.0312086 | val_loss: 0.0312117 | Time: 3503.49 ms
[2022-03-23 06:42:40 main:574] : INFO : Epoch 2044 | loss: 0.0312082 | val_loss: 0.0312088 | Time: 3486.47 ms
[2022-03-23 06:42:44 main:574] : INFO : Epoch 2045 | loss: 0.0312078 | val_loss: 0.031208 | Time: 3569.6 ms
[2022-03-23 06:42:47 main:574] : INFO : Epoch 2046 | loss: 0.0312096 | val_loss: 0.0312164 | Time: 3507.24 ms
[2022-03-23 06:42:51 main:574] : INFO : Epoch 2047 | loss: 0.0312097 | val_loss: 0.0312118 | Time: 3529.68 ms
[2022-03-23 06:42:54 main:574] : INFO : Epoch 2048 | loss: 0.0312115 | val_loss: 0.031209 | Time: 3500.29 ms
[2022-03-23 06:42:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031209
[2022-03-23 06:42:54 main:603] : INFO : Saving end state to config to file
[2022-03-23 06:42:54 main:608] : INFO : Success, exiting..
06:42:54 (25148): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)