Task 10199442
| Name | ParityModified-1638632996-26085-3-0_0 |
| Workunit | 7565008 |
| Created | 26 Dec 2021, 6:33:49 UTC |
| Sent | 11 Jan 2022, 10:09:32 UTC |
| Report deadline | 19 Jan 2022, 10:09:32 UTC |
| Received | 12 Jan 2022, 1:10:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 40 min 35 sec |
| CPU time | 1 hours 40 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.75 GB |
| Peak swap size | 4.63 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: 0.0312184 | val_loss: 0.0312235 | Time: 1561.33 ms
[2022-01-11 18:57:00 main:574] : INFO : Epoch 1543 | loss: 0.0312183 | val_loss: 0.031224 | Time: 1588.46 ms
[2022-01-11 18:57:02 main:574] : INFO : Epoch 1544 | loss: 0.0312209 | val_loss: 0.0312244 | Time: 1567.18 ms
[2022-01-11 18:57:04 main:574] : INFO : Epoch 1545 | loss: 0.0312201 | val_loss: 0.0312236 | Time: 1613.19 ms
[2022-01-11 18:57:05 main:574] : INFO : Epoch 1546 | loss: 0.0312204 | val_loss: 0.031225 | Time: 1601.14 ms
[2022-01-11 18:57:07 main:574] : INFO : Epoch 1547 | loss: 0.0312194 | val_loss: 0.0312224 | Time: 1657.82 ms
[2022-01-11 18:57:08 main:574] : INFO : Epoch 1548 | loss: 0.0312193 | val_loss: 0.0312228 | Time: 1625.99 ms
[2022-01-11 18:57:10 main:574] : INFO : Epoch 1549 | loss: 0.0312201 | val_loss: 0.0312221 | Time: 1547.09 ms
[2022-01-11 18:57:12 main:574] : INFO : Epoch 1550 | loss: 0.0312184 | val_loss: 0.0312221 | Time: 1602.72 ms
[2022-01-11 18:57:13 main:574] : INFO : Epoch 1551 | loss: 0.0312189 | val_loss: 0.0312242 | Time: 1613.69 ms
[2022-01-11 18:57:15 main:574] : INFO : Epoch 1552 | loss: 0.0312187 | val_loss: 0.0312264 | Time: 1587.92 ms
[2022-01-11 18:57:16 main:574] : INFO : Epoch 1553 | loss: 0.0312184 | val_loss: 0.0312229 | Time: 1552.34 ms
[2022-01-11 18:57:18 main:574] : INFO : Epoch 1554 | loss: 0.0312181 | val_loss: 0.0312248 | Time: 1592.91 ms
[2022-01-11 18:57:20 main:574] : INFO : Epoch 1555 | loss: 0.0312186 | val_loss: 0.0312228 | Time: 1597.1 ms
[2022-01-11 18:57:21 main:574] : INFO : Epoch 1556 | loss: 0.0312179 | val_loss: 0.031223 | Time: 1592.33 ms
[2022-01-11 18:57:23 main:574] : INFO : Epoch 1557 | loss: 0.0312198 | val_loss: 0.0312225 | Time: 1580.99 ms
[2022-01-11 18:57:24 main:574] : INFO : Epoch 1558 | loss: 0.0312169 | val_loss: 0.0312228 | Time: 1602.65 ms
[2022-01-11 18:57:26 main:574] : INFO : Epoch 1559 | loss: 0.0312175 | val_loss: 0.0312282 | Time: 1535.68 ms
[2022-01-11 18:57:28 main:574] : INFO : Epoch 1560 | loss: 0.0312183 | val_loss: 0.0312275 | Time: 1592.03 ms
[2022-01-11 18:57:29 main:574] : INFO : Epoch 1561 | loss: 0.0312184 | val_loss: 0.0312243 | Time: 1630.61 ms
[2022-01-11 18:57:31 main:574] : INFO : Epoch 1562 | loss: 0.0312169 | val_loss: 0.0312227 | Time: 1661 ms
[2022-01-11 18:57:32 main:574] : INFO : Epoch 1563 | loss: 0.0312167 | val_loss: 0.0312232 | Time: 1563.7 ms
[2022-01-11 18:57:34 main:574] : INFO : Epoch 1564 | loss: 0.0312182 | val_loss: 0.0312245 | Time: 1585.52 ms
[2022-01-11 18:57:36 main:574] : INFO : Epoch 1565 | loss: 0.031217 | val_loss: 0.0312269 | Time: 1610.33 ms
[2022-01-11 18:57:37 main:574] : INFO : Epoch 1566 | loss: 0.0312212 | val_loss: 0.0312357 | Time: 1603.3 ms
[2022-01-11 18:57:39 main:574] : INFO : Epoch 1567 | loss: 0.0312196 | val_loss: 0.0312244 | Time: 1581.12 ms
[2022-01-11 18:57:40 main:574] : INFO : Epoch 1568 | loss: 0.0312206 | val_loss: 0.0312288 | Time: 1558.64 ms
[2022-01-11 18:57:42 main:574] : INFO : Epoch 1569 | loss: 0.0312176 | val_loss: 0.031227 | Time: 1559.07 ms
[2022-01-11 18:57:44 main:574] : INFO : Epoch 1570 | loss: 0.0312173 | val_loss: 0.0312249 | Time: 1609.12 ms
[2022-01-11 18:57:45 main:574] : INFO : Epoch 1571 | loss: 0.0312177 | val_loss: 0.0312265 | Time: 1606.87 ms
[2022-01-11 18:57:47 main:574] : INFO : Epoch 1572 | loss: 0.0312189 | val_loss: 0.0312247 | Time: 1596.11 ms
[2022-01-11 18:57:48 main:574] : INFO : Epoch 1573 | loss: 0.0312188 | val_loss: 0.0312242 | Time: 1625.49 ms
[2022-01-11 18:57:50 main:574] : INFO : Epoch 1574 | loss: 0.0312179 | val_loss: 0.0312234 | Time: 1587.38 ms
[2022-01-11 18:57:52 main:574] : INFO : Epoch 1575 | loss: 0.0312205 | val_loss: 0.0312256 | Time: 1612.7 ms
[2022-01-11 18:57:53 main:574] : INFO : Epoch 1576 | loss: 0.0312165 | val_loss: 0.0312246 | Time: 1586.66 ms
[2022-01-11 18:57:55 main:574] : INFO : Epoch 1577 | loss: 0.0312171 | val_loss: 0.0312262 | Time: 1581.76 ms
[2022-01-11 18:57:56 main:574] : INFO : Epoch 1578 | loss: 0.0312192 | val_loss: 0.0312242 | Time: 1660.2 ms
[2022-01-11 18:57:58 main:574] : INFO : Epoch 1579 | loss: 0.0312224 | val_loss: 0.0312253 | Time: 1605.12 ms
[2022-01-11 18:58:00 main:574] : INFO : Epoch 1580 | loss: 0.031219 | val_loss: 0.0312242 | Time: 1619.88 ms
[2022-01-11 18:58:01 main:574] : INFO : Epoch 1581 | loss: 0.0312185 | val_loss: 0.0312251 | Time: 1594.16 ms
[2022-01-11 18:58:03 main:574] : INFO : Epoch 1582 | loss: 0.0312187 | val_loss: 0.0312227 | Time: 1583.16 ms
[2022-01-11 18:58:04 main:574] : INFO : Epoch 1583 | loss: 0.0312183 | val_loss: 0.0312221 | Time: 1614.79 ms
[2022-01-11 18:58:06 main:574] : INFO : Epoch 1584 | loss: 0.0312181 | val_loss: 0.0312236 | Time: 1668.85 ms
[2022-01-11 18:58:08 main:574] : INFO : Epoch 1585 | loss: 0.0312186 | val_loss: 0.0312239 | Time: 1583.79 ms
[2022-01-11 18:58:09 main:574] : INFO : Epoch 1586 | loss: 0.0312183 | val_loss: 0.0312238 | Time: 1610.78 ms
[2022-01-11 18:58:11 main:574] : INFO : Epoch 1587 | loss: 0.0312175 | val_loss: 0.031224 | Time: 1590.82 ms
[2022-01-11 18:58:12 main:574] : INFO : Epoch 1588 | loss: 0.0312202 | val_loss: 0.0312249 | Time: 1608.77 ms
[2022-01-11 18:58:14 main:574] : INFO : Epoch 1589 | loss: 0.0312233 | val_loss: 0.0312273 | Time: 1593.18 ms
[2022-01-11 18:58:16 main:574] : INFO : Epoch 1590 | loss: 0.0312232 | val_loss: 0.0312228 | Time: 1586.78 ms
[2022-01-11 18:58:17 main:574] : INFO : Epoch 1591 | loss: 0.0312254 | val_loss: 0.0312241 | Time: 1646.65 ms
[2022-01-11 18:58:19 main:574] : INFO : Epoch 1592 | loss: 0.031223 | val_loss: 0.0312219 | Time: 1579.43 ms
[2022-01-11 18:58:21 main:574] : INFO : Epoch 1593 | loss: 0.0312221 | val_loss: 0.0312228 | Time: 1625.42 ms
[2022-01-11 18:58:22 main:574] : INFO : Epoch 1594 | loss: 0.0312212 | val_loss: 0.0312238 | Time: 1633.55 ms
[2022-01-11 18:58:24 main:574] : INFO : Epoch 1595 | loss: 0.0312203 | val_loss: 0.031222 | Time: 1611.5 ms
[2022-01-11 18:58:25 main:574] : INFO : Epoch 1596 | loss: 0.0312189 | val_loss: 0.0312203 | Time: 1610.7 ms
[2022-01-11 18:58:27 main:574] : INFO : Epoch 1597 | loss: 0.031219 | val_loss: 0.0312223 | Time: 1653.44 ms
[2022-01-11 18:58:29 main:574] : INFO : Epoch 1598 | loss: 0.0312187 | val_loss: 0.0312206 | Time: 1601.36 ms
[2022-01-11 18:58:30 main:574] : INFO : Epoch 1599 | loss: 0.0312185 | val_loss: 0.0312205 | Time: 1638.14 ms
[2022-01-11 18:58:32 main:574] : INFO : Epoch 1600 | loss: 0.0312177 | val_loss: 0.0312201 | Time: 1554.38 ms
[2022-01-11 18:58:33 main:574] : INFO : Epoch 1601 | loss: 0.0312233 | val_loss: 0.0312249 | Time: 1602.23 ms
[2022-01-11 18:58:35 main:574] : INFO : Epoch 1602 | loss: 0.0312232 | val_loss: 0.0312232 | Time: 1589.04 ms
[2022-01-11 18:58:37 main:574] : INFO : Epoch 1603 | loss: 0.0312235 | val_loss: 0.0312235 | Time: 1595.13 ms
[2022-01-11 18:58:38 main:574] : INFO : Epoch 1604 | loss: 0.031225 | val_loss: 0.0312233 | Time: 1601.47 ms
[2022-01-11 18:58:40 main:574] : INFO : Epoch 1605 | loss: 0.0312222 | val_loss: 0.0312244 | Time: 1579.08 ms
[2022-01-11 18:58:41 main:574] : INFO : Epoch 1606 | loss: 0.0312216 | val_loss: 0.0312229 | Time: 1598.77 ms
[2022-01-11 18:58:43 main:574] : INFO : Epoch 1607 | loss: 0.0312222 | val_loss: 0.0312208 | Time: 1638.25 ms
[2022-01-11 18:58:45 main:574] : INFO : Epoch 1608 | loss: 0.031219 | val_loss: 0.0312203 | Time: 1631.42 ms
[2022-01-11 18:58:46 main:574] : INFO : Epoch 1609 | loss: 0.0312192 | val_loss: 0.0312212 | Time: 1642.98 ms
[2022-01-11 18:58:48 main:574] : INFO : Epoch 1610 | loss: 0.03122 | val_loss: 0.0312236 | Time: 1619.76 ms
[2022-01-11 18:58:50 main:574] : INFO : Epoch 1611 | loss: 0.0312187 | val_loss: 0.0312217 | Time: 1652.77 ms
[2022-01-11 18:58:51 main:574] : INFO : Epoch 1612 | loss: 0.0312217 | val_loss: 0.0312237 | Time: 1590.74 ms
[2022-01-11 18:58:53 main:574] : INFO : Epoch 1613 | loss: 0.0312243 | val_loss: 0.0312244 | Time: 1578.95 ms
[2022-01-11 18:58:54 main:574] : INFO : Epoch 1614 | loss: 0.0312218 | val_loss: 0.031228 | Time: 1566.78 ms
[2022-01-11 18:58:56 main:574] : INFO : Epoch 1615 | loss: 0.0312233 | val_loss: 0.031225 | Time: 1583.47 ms
[2022-01-11 18:58:58 main:574] : INFO : Epoch 1616 | loss: 0.0312224 | val_loss: 0.0312218 | Time: 1607.99 ms
[2022-01-11 18:58:59 main:574] : INFO : Epoch 1617 | loss: 0.0312211 | val_loss: 0.0312221 | Time: 1597.43 ms
[2022-01-11 18:59:01 main:574] : INFO : Epoch 1618 | loss: 0.031219 | val_loss: 0.0312203 | Time: 1622.37 ms
[2022-01-11 18:59:02 main:574] : INFO : Epoch 1619 | loss: 0.0312212 | val_loss: 0.031224 | Time: 1585.74 ms
[2022-01-11 18:59:04 main:574] : INFO : Epoch 1620 | loss: 0.031221 | val_loss: 0.0312248 | Time: 1606.69 ms
[2022-01-11 18:59:06 main:574] : INFO : Epoch 1621 | loss: 0.0312204 | val_loss: 0.0312206 | Time: 1641.78 ms
[2022-01-11 18:59:07 main:574] : INFO : Epoch 1622 | loss: 0.0312184 | val_loss: 0.0312211 | Time: 1631.35 ms
[2022-01-11 18:59:09 main:574] : INFO : Epoch 1623 | loss: 0.0312184 | val_loss: 0.0312224 | Time: 1598.31 ms
[2022-01-11 18:59:10 main:574] : INFO : Epoch 1624 | loss: 0.0312176 | val_loss: 0.0312221 | Time: 1586.39 ms
[2022-01-11 18:59:12 main:574] : INFO : Epoch 1625 | loss: 0.0312194 | val_loss: 0.0312221 | Time: 1601.89 ms
[2022-01-11 18:59:14 main:574] : INFO : Epoch 1626 | loss: 0.0312164 | val_loss: 0.0312199 | Time: 1601.04 ms
[2022-01-11 18:59:15 main:574] : INFO : Epoch 1627 | loss: 0.0312164 | val_loss: 0.031222 | Time: 1600.85 ms
[2022-01-11 18:59:17 main:574] : INFO : Epoch 1628 | loss: 0.0312173 | val_loss: 0.0312212 | Time: 1589.89 ms
[2022-01-11 18:59:18 main:574] : INFO : Epoch 1629 | loss: 0.0312167 | val_loss: 0.031223 | Time: 1619.18 ms
[2022-01-11 18:59:20 main:574] : INFO : Epoch 1630 | loss: 0.0312179 | val_loss: 0.0312224 | Time: 1654.84 ms
[2022-01-11 18:59:22 main:574] : INFO : Epoch 1631 | loss: 0.0312167 | val_loss: 0.0312226 | Time: 1623.88 ms
[2022-01-11 18:59:23 main:574] : INFO : Epoch 1632 | loss: 0.0312186 | val_loss: 0.0312203 | Time: 1661.03 ms
[2022-01-11 18:59:25 main:574] : INFO : Epoch 1633 | loss: 0.0312192 | val_loss: 0.0312271 | Time: 1587.82 ms
[2022-01-11 18:59:27 main:574] : INFO : Epoch 1634 | loss: 0.0312206 | val_loss: 0.0312243 | Time: 1646.96 ms
[2022-01-11 18:59:28 main:574] : INFO : Epoch 1635 | loss: 0.0312193 | val_loss: 0.0312273 | Time: 1598.69 ms
[2022-01-11 18:59:30 main:574] : INFO : Epoch 1636 | loss: 0.0312195 | val_loss: 0.031221 | Time: 1574.47 ms
[2022-01-11 18:59:31 main:574] : INFO : Epoch 1637 | loss: 0.031216 | val_loss: 0.0312268 | Time: 1586.24 ms
[2022-01-11 18:59:33 main:574] : INFO : Epoch 1638 | loss: 0.0312175 | val_loss: 0.0312204 | Time: 1566.84 ms
[2022-01-11 18:59:35 main:574] : INFO : Epoch 1639 | loss: 0.0312161 | val_loss: 0.0312239 | Time: 1643.84 ms
[2022-01-11 18:59:36 main:574] : INFO : Epoch 1640 | loss: 0.0312143 | val_loss: 0.0312207 | Time: 1652.48 ms
[2022-01-11 18:59:38 main:574] : INFO : Epoch 1641 | loss: 0.0312121 | val_loss: 0.0312188 | Time: 1613.03 ms
[2022-01-11 18:59:40 main:574] : INFO : Epoch 1642 | loss: 0.0312135 | val_loss: 0.0312229 | Time: 1591.31 ms
[2022-01-11 18:59:41 main:574] : INFO : Epoch 1643 | loss: 0.0312157 | val_loss: 0.0312188 | Time: 1627.95 ms
[2022-01-11 18:59:43 main:574] : INFO : Epoch 1644 | loss: 0.0312125 | val_loss: 0.0312214 | Time: 1592.4 ms
[2022-01-11 18:59:44 main:574] : INFO : Epoch 1645 | loss: 0.0312182 | val_loss: 0.0312208 | Time: 1583.59 ms
[2022-01-11 18:59:46 main:574] : INFO : Epoch 1646 | loss: 0.031214 | val_loss: 0.0312208 | Time: 1625.54 ms
[2022-01-11 18:59:48 main:574] : INFO : Epoch 1647 | loss: 0.0312111 | val_loss: 0.0312172 | Time: 1559.71 ms
[2022-01-11 18:59:49 main:574] : INFO : Epoch 1648 | loss: 0.0312118 | val_loss: 0.0312184 | Time: 1611.67 ms
[2022-01-11 18:59:51 main:574] : INFO : Epoch 1649 | loss: 0.0312156 | val_loss: 0.0312205 | Time: 1616.11 ms
[2022-01-11 18:59:52 main:574] : INFO : Epoch 1650 | loss: 0.0312121 | val_loss: 0.0312163 | Time: 1602.97 ms
[2022-01-11 18:59:54 main:574] : INFO : Epoch 1651 | loss: 0.0312127 | val_loss: 0.0312222 | Time: 1599.15 ms
[2022-01-11 18:59:56 main:574] : INFO : Epoch 1652 | loss: 0.031217 | val_loss: 0.0312194 | Time: 1665.38 ms
[2022-01-11 18:59:57 main:574] : INFO : Epoch 1653 | loss: 0.0312151 | val_loss: 0.0312189 | Time: 1614.02 ms
[2022-01-11 18:59:59 main:574] : INFO : Epoch 1654 | loss: 0.031213 | val_loss: 0.0312155 | Time: 1554.78 ms
[2022-01-11 19:00:00 main:574] : INFO : Epoch 1655 | loss: 0.0312118 | val_loss: 0.0312165 | Time: 1601.37 ms
[2022-01-11 19:00:02 main:574] : INFO : Epoch 1656 | loss: 0.0312117 | val_loss: 0.0312149 | Time: 1648.44 ms
[2022-01-11 19:00:04 main:574] : INFO : Epoch 1657 | loss: 0.0312123 | val_loss: 0.0312153 | Time: 1604.23 ms
[2022-01-11 19:00:05 main:574] : INFO : Epoch 1658 | loss: 0.0312115 | val_loss: 0.0312147 | Time: 1599.86 ms
[2022-01-11 19:00:07 main:574] : INFO : Epoch 1659 | loss: 0.0312115 | val_loss: 0.0312166 | Time: 1603.27 ms
[2022-01-11 19:00:08 main:574] : INFO : Epoch 1660 | loss: 0.0312148 | val_loss: 0.0312168 | Time: 1527.36 ms
[2022-01-11 19:00:10 main:574] : INFO : Epoch 1661 | loss: 0.0312146 | val_loss: 0.0312193 | Time: 1652.14 ms
[2022-01-11 19:00:12 main:574] : INFO : Epoch 1662 | loss: 0.0312119 | val_loss: 0.0312147 | Time: 1569.34 ms
[2022-01-11 19:00:13 main:574] : INFO : Epoch 1663 | loss: 0.0312126 | val_loss: 0.0312133 | Time: 1596.3 ms
[2022-01-11 19:00:15 main:574] : INFO : Epoch 1664 | loss: 0.0312124 | val_loss: 0.0312143 | Time: 1580.88 ms
[2022-01-11 19:00:16 main:574] : INFO : Epoch 1665 | loss: 0.031212 | val_loss: 0.0312185 | Time: 1596.44 ms
[2022-01-11 19:00:18 main:574] : INFO : Epoch 1666 | loss: 0.0312112 | val_loss: 0.0312201 | Time: 1625.97 ms
[2022-01-11 19:00:20 main:574] : INFO : Epoch 1667 | loss: 0.0312118 | val_loss: 0.0312132 | Time: 1614.62 ms
[2022-01-11 19:00:21 main:574] : INFO : Epoch 1668 | loss: 0.0312088 | val_loss: 0.0312157 | Time: 1614.65 ms
[2022-01-11 19:00:23 main:574] : INFO : Epoch 1669 | loss: 0.0312088 | val_loss: 0.0312149 | Time: 1612.51 ms
[2022-01-11 19:00:24 main:574] : INFO : Epoch 1670 | loss: 0.0312086 | val_loss: 0.0312173 | Time: 1603.27 ms
[2022-01-11 19:00:26 main:574] : INFO : Epoch 1671 | loss: 0.0312114 | val_loss: 0.0312181 | Time: 1510.91 ms
[2022-01-11 19:00:28 main:574] : INFO : Epoch 1672 | loss: 0.0312088 | val_loss: 0.0312144 | Time: 1586.98 ms
[2022-01-11 19:00:29 main:574] : INFO : Epoch 1673 | loss: 0.0312109 | val_loss: 0.0312149 | Time: 1597.54 ms
[2022-01-11 19:00:31 main:574] : INFO : Epoch 1674 | loss: 0.0312103 | val_loss: 0.0312212 | Time: 1580.04 ms
[2022-01-11 19:00:32 main:574] : INFO : Epoch 1675 | loss: 0.031212 | val_loss: 0.0312155 | Time: 1602.19 ms
[2022-01-11 19:00:34 main:574] : INFO : Epoch 1676 | loss: 0.0312104 | val_loss: 0.0312162 | Time: 1601.91 ms
[2022-01-11 19:00:36 main:574] : INFO : Epoch 1677 | loss: 0.0312086 | val_loss: 0.0312147 | Time: 1583.52 ms
[2022-01-11 19:00:37 main:574] : INFO : Epoch 1678 | loss: 0.0312078 | val_loss: 0.0312155 | Time: 1575.99 ms
[2022-01-11 19:00:39 main:574] : INFO : Epoch 1679 | loss: 0.0312082 | val_loss: 0.0312157 | Time: 1614.66 ms
[2022-01-11 19:00:40 main:574] : INFO : Epoch 1680 | loss: 0.0312082 | val_loss: 0.0312142 | Time: 1609.34 ms
[2022-01-11 19:00:42 main:574] : INFO : Epoch 1681 | loss: 0.0312075 | val_loss: 0.0312144 | Time: 1528.42 ms
[2022-01-11 19:00:44 main:574] : INFO : Epoch 1682 | loss: 0.0312074 | val_loss: 0.0312163 | Time: 1613.53 ms
[2022-01-11 19:00:45 main:574] : INFO : Epoch 1683 | loss: 0.0312084 | val_loss: 0.0312193 | Time: 1588.72 ms
[2022-01-11 19:00:47 main:574] : INFO : Epoch 1684 | loss: 0.0312127 | val_loss: 0.031214 | Time: 1566.22 ms
[2022-01-11 19:00:48 main:574] : INFO : Epoch 1685 | loss: 0.031214 | val_loss: 0.0312221 | Time: 1584.47 ms
[2022-01-11 19:00:50 main:574] : INFO : Epoch 1686 | loss: 0.0312092 | val_loss: 0.0312162 | Time: 1529.44 ms
[2022-01-11 19:00:51 main:574] : INFO : Epoch 1687 | loss: 0.0312074 | val_loss: 0.0312148 | Time: 1589.97 ms
[2022-01-11 19:00:53 main:574] : INFO : Epoch 1688 | loss: 0.0312079 | val_loss: 0.0312138 | Time: 1609.2 ms
[2022-01-11 19:00:55 main:574] : INFO : Epoch 1689 | loss: 0.0312074 | val_loss: 0.0312146 | Time: 1625.63 ms
[2022-01-11 19:00:56 main:574] : INFO : Epoch 1690 | loss: 0.031208 | val_loss: 0.0312156 | Time: 1570.73 ms
[2022-01-11 19:00:58 main:574] : INFO : Epoch 1691 | loss: 0.0312094 | val_loss: 0.0312179 | Time: 1579.19 ms
[2022-01-11 19:00:59 main:574] : INFO : Epoch 1692 | loss: 0.0312103 | val_loss: 0.0312183 | Time: 1583.15 ms
[2022-01-11 19:01:01 main:574] : INFO : Epoch 1693 | loss: 0.0312092 | val_loss: 0.0312153 | Time: 1580.53 ms
[2022-01-11 19:01:03 main:574] : INFO : Epoch 1694 | loss: 0.0312097 | val_loss: 0.0312164 | Time: 1568.49 ms
[2022-01-11 19:01:04 main:574] : INFO : Epoch 1695 | loss: 0.0312075 | val_loss: 0.0312149 | Time: 1599.19 ms
[2022-01-11 19:01:06 main:574] : INFO : Epoch 1696 | loss: 0.0312085 | val_loss: 0.0312156 | Time: 1609.86 ms
[2022-01-11 19:01:07 main:574] : INFO : Epoch 1697 | loss: 0.0312112 | val_loss: 0.0312153 | Time: 1599.49 ms
[2022-01-11 19:01:09 main:574] : INFO : Epoch 1698 | loss: 0.0312112 | val_loss: 0.0312154 | Time: 1599.03 ms
[2022-01-11 19:01:11 main:574] : INFO : Epoch 1699 | loss: 0.0312098 | val_loss: 0.0312142 | Time: 1564.67 ms
[2022-01-11 19:01:12 main:574] : INFO : Epoch 1700 | loss: 0.0312087 | val_loss: 0.0312141 | Time: 1580.38 ms
[2022-01-11 19:01:14 main:574] : INFO : Epoch 1701 | loss: 0.0312095 | val_loss: 0.0312226 | Time: 1590.89 ms
[2022-01-11 19:01:15 main:574] : INFO : Epoch 1702 | loss: 0.0312115 | val_loss: 0.0312205 | Time: 1605.83 ms
[2022-01-11 19:01:17 main:574] : INFO : Epoch 1703 | loss: 0.0312109 | val_loss: 0.0312161 | Time: 1587.28 ms
[2022-01-11 19:01:18 main:574] : INFO : Epoch 1704 | loss: 0.031209 | val_loss: 0.0312193 | Time: 1550.12 ms
[2022-01-11 19:01:20 main:574] : INFO : Epoch 1705 | loss: 0.0312088 | val_loss: 0.0312224 | Time: 1584.51 ms
[2022-01-11 19:01:22 main:574] : INFO : Epoch 1706 | loss: 0.0312109 | val_loss: 0.0312162 | Time: 1618.08 ms
[2022-01-11 19:01:23 main:574] : INFO : Epoch 1707 | loss: 0.03121 | val_loss: 0.0312149 | Time: 1574.8 ms
[2022-01-11 19:01:25 main:574] : INFO : Epoch 1708 | loss: 0.031209 | val_loss: 0.0312163 | Time: 1585.03 ms
[2022-01-11 19:01:26 main:574] : INFO : Epoch 1709 | loss: 0.0312068 | val_loss: 0.0312156 | Time: 1615.84 ms
[2022-01-11 19:01:28 main:574] : INFO : Epoch 1710 | loss: 0.0312073 | val_loss: 0.031214 | Time: 1573.51 ms
[2022-01-11 19:01:30 main:574] : INFO : Epoch 1711 | loss: 0.0312072 | val_loss: 0.031214 | Time: 1549.52 ms
[2022-01-11 19:01:31 main:574] : INFO : Epoch 1712 | loss: 0.0312087 | val_loss: 0.0312151 | Time: 1592.15 ms
[2022-01-11 19:01:33 main:574] : INFO : Epoch 1713 | loss: 0.031209 | val_loss: 0.0312178 | Time: 1626.07 ms
[2022-01-11 19:01:34 main:574] : INFO : Epoch 1714 | loss: 0.0312091 | val_loss: 0.0312205 | Time: 1591.39 ms
[2022-01-11 19:01:36 main:574] : INFO : Epoch 1715 | loss: 0.0312257 | val_loss: 0.0312258 | Time: 1613.58 ms
[2022-01-11 19:01:38 main:574] : INFO : Epoch 1716 | loss: 0.0312282 | val_loss: 0.0312192 | Time: 1577.14 ms
[2022-01-11 19:01:39 main:574] : INFO : Epoch 1717 | loss: 0.0312214 | val_loss: 0.0312218 | Time: 1577.96 ms
[2022-01-11 19:01:41 main:574] : INFO : Epoch 1718 | loss: 0.0312203 | val_loss: 0.0312166 | Time: 1585.96 ms
[2022-01-11 19:01:42 main:574] : INFO : Epoch 1719 | loss: 0.0312203 | val_loss: 0.031215 | Time: 1627.74 ms
[2022-01-11 19:01:44 main:574] : INFO : Epoch 1720 | loss: 0.0312178 | val_loss: 0.0312187 | Time: 1579.19 ms
[2022-01-11 19:01:46 main:574] : INFO : Epoch 1721 | loss: 0.0312166 | val_loss: 0.0312136 | Time: 1598.72 ms
[2022-01-11 19:01:47 main:574] : INFO : Epoch 1722 | loss: 0.031216 | val_loss: 0.0312155 | Time: 1552.47 ms
[2022-01-11 19:01:49 main:574] : INFO : Epoch 1723 | loss: 0.031215 | val_loss: 0.0312139 | Time: 1582.01 ms
[2022-01-11 19:01:50 main:574] : INFO : Epoch 1724 | loss: 0.0312133 | val_loss: 0.0312119 | Time: 1603.98 ms
[2022-01-11 19:01:52 main:574] : INFO : Epoch 1725 | loss: 0.031213 | val_loss: 0.0312129 | Time: 1612.62 ms
[2022-01-11 19:01:54 main:574] : INFO : Epoch 1726 | loss: 0.0312121 | val_loss: 0.0312131 | Time: 1632 ms
[2022-01-11 19:01:55 main:574] : INFO : Epoch 1727 | loss: 0.0312119 | val_loss: 0.0312124 | Time: 1649.46 ms
[2022-01-11 19:01:57 main:574] : INFO : Epoch 1728 | loss: 0.0312119 | val_loss: 0.0312119 | Time: 1572.19 ms
[2022-01-11 19:01:58 main:574] : INFO : Epoch 1729 | loss: 0.0312113 | val_loss: 0.0312139 | Time: 1602.04 ms
[2022-01-11 19:02:00 main:574] : INFO : Epoch 1730 | loss: 0.0312123 | val_loss: 0.0312124 | Time: 1601.11 ms
[2022-01-11 19:02:02 main:574] : INFO : Epoch 1731 | loss: 0.0312117 | val_loss: 0.0312143 | Time: 1586.5 ms
[2022-01-11 19:02:03 main:574] : INFO : Epoch 1732 | loss: 0.0312113 | val_loss: 0.0312103 | Time: 1605.61 ms
[2022-01-11 19:02:05 main:574] : INFO : Epoch 1733 | loss: 0.0312102 | val_loss: 0.0312108 | Time: 1603.32 ms
[2022-01-11 19:02:06 main:574] : INFO : Epoch 1734 | loss: 0.0312104 | val_loss: 0.0312115 | Time: 1614.03 ms
[2022-01-11 19:02:08 main:574] : INFO : Epoch 1735 | loss: 0.0312135 | val_loss: 0.0312158 | Time: 1618.97 ms
[2022-01-11 19:02:10 main:574] : INFO : Epoch 1736 | loss: 0.0312122 | val_loss: 0.0312104 | Time: 1590.14 ms
[2022-01-11 19:02:11 main:574] : INFO : Epoch 1737 | loss: 0.0312095 | val_loss: 0.0312102 | Time: 1590.3 ms
[2022-01-11 19:02:13 main:574] : INFO : Epoch 1738 | loss: 0.0312094 | val_loss: 0.0312127 | Time: 1580.35 ms
[2022-01-11 19:02:14 main:574] : INFO : Epoch 1739 | loss: 0.0312089 | val_loss: 0.0312103 | Time: 1577.85 ms
[2022-01-11 19:02:16 main:574] : INFO : Epoch 1740 | loss: 0.0312091 | val_loss: 0.0312117 | Time: 1639.94 ms
[2022-01-11 19:02:18 main:574] : INFO : Epoch 1741 | loss: 0.0312095 | val_loss: 0.0312159 | Time: 1623 ms
[2022-01-11 19:02:19 main:574] : INFO : Epoch 1742 | loss: 0.0312134 | val_loss: 0.031213 | Time: 1613.61 ms
[2022-01-11 19:02:21 main:574] : INFO : Epoch 1743 | loss: 0.0312093 | val_loss: 0.0312099 | Time: 1591.61 ms
[2022-01-11 19:02:22 main:574] : INFO : Epoch 1744 | loss: 0.0312086 | val_loss: 0.0312102 | Time: 1552.8 ms
[2022-01-11 19:02:24 main:574] : INFO : Epoch 1745 | loss: 0.0312085 | val_loss: 0.0312104 | Time: 1606.06 ms
[2022-01-11 19:02:26 main:574] : INFO : Epoch 1746 | loss: 0.0312089 | val_loss: 0.0312121 | Time: 1636 ms
[2022-01-11 19:02:27 main:574] : INFO : Epoch 1747 | loss: 0.0312087 | val_loss: 0.0312111 | Time: 1563.68 ms
[2022-01-11 19:02:29 main:574] : INFO : Epoch 1748 | loss: 0.0312097 | val_loss: 0.0312109 | Time: 1580.08 ms
[2022-01-11 19:02:30 main:574] : INFO : Epoch 1749 | loss: 0.0312107 | val_loss: 0.0312105 | Time: 1597.1 ms
[2022-01-11 19:02:32 main:574] : INFO : Epoch 1750 | loss: 0.0312076 | val_loss: 0.0312112 | Time: 1592 ms
[2022-01-11 19:02:34 main:574] : INFO : Epoch 1751 | loss: 0.031208 | val_loss: 0.0312094 | Time: 1564.41 ms
[2022-01-11 19:02:35 main:574] : INFO : Epoch 1752 | loss: 0.0312074 | val_loss: 0.0312114 | Time: 1569.03 ms
[2022-01-11 19:02:37 main:574] : INFO : Epoch 1753 | loss: 0.0312095 | val_loss: 0.031211 | Time: 1617.92 ms
[2022-01-11 19:02:38 main:574] : INFO : Epoch 1754 | loss: 0.0312087 | val_loss: 0.0312123 | Time: 1595.29 ms
[2022-01-11 19:02:40 main:574] : INFO : Epoch 1755 | loss: 0.0312125 | val_loss: 0.0312146 | Time: 1598.08 ms
[2022-01-11 19:02:42 main:574] : INFO : Epoch 1756 | loss: 0.0312111 | val_loss: 0.0312083 | Time: 1578.31 ms
[2022-01-11 19:02:43 main:574] : INFO : Epoch 1757 | loss: 0.0312074 | val_loss: 0.0312073 | Time: 1592.07 ms
[2022-01-11 19:02:45 main:574] : INFO : Epoch 1758 | loss: 0.0312081 | val_loss: 0.0312084 | Time: 1601.89 ms
[2022-01-11 19:02:46 main:574] : INFO : Epoch 1759 | loss: 0.031207 | val_loss: 0.0312088 | Time: 1621.51 ms
[2022-01-11 19:02:48 main:574] : INFO : Epoch 1760 | loss: 0.031207 | val_loss: 0.0312112 | Time: 1610.2 ms
[2022-01-11 19:02:50 main:574] : INFO : Epoch 1761 | loss: 0.0312072 | val_loss: 0.0312079 | Time: 1601.88 ms
[2022-01-11 19:02:51 main:574] : INFO : Epoch 1762 | loss: 0.0312061 | val_loss: 0.0312079 | Time: 1588.39 ms
[2022-01-11 19:02:53 main:574] : INFO : Epoch 1763 | loss: 0.0312074 | val_loss: 0.0312069 | Time: 1680.11 ms
[2022-01-11 19:02:54 main:574] : INFO : Epoch 1764 | loss: 0.0312064 | val_loss: 0.0312081 | Time: 1576.82 ms
[2022-01-11 19:02:56 main:574] : INFO : Epoch 1765 | loss: 0.0312083 | val_loss: 0.0312128 | Time: 1628.87 ms
[2022-01-11 19:02:58 main:574] : INFO : Epoch 1766 | loss: 0.0312094 | val_loss: 0.0312083 | Time: 1620.27 ms
[2022-01-11 19:02:59 main:574] : INFO : Epoch 1767 | loss: 0.0312075 | val_loss: 0.0312102 | Time: 1581 ms
[2022-01-11 19:03:01 main:574] : INFO : Epoch 1768 | loss: 0.0312074 | val_loss: 0.0312104 | Time: 1617.69 ms
[2022-01-11 19:03:03 main:574] : INFO : Epoch 1769 | loss: 0.0312077 | val_loss: 0.0312109 | Time: 1683.27 ms
[2022-01-11 19:03:04 main:574] : INFO : Epoch 1770 | loss: 0.0312101 | val_loss: 0.0312081 | Time: 1616.06 ms
[2022-01-11 19:03:06 main:574] : INFO : Epoch 1771 | loss: 0.0312065 | val_loss: 0.0312066 | Time: 1591.06 ms
[2022-01-11 19:03:07 main:574] : INFO : Epoch 1772 | loss: 0.0312061 | val_loss: 0.0312085 | Time: 1590.69 ms
[2022-01-11 19:03:09 main:574] : INFO : Epoch 1773 | loss: 0.0312057 | val_loss: 0.0312066 | Time: 1597.32 ms
[2022-01-11 19:03:11 main:574] : INFO : Epoch 1774 | loss: 0.0312064 | val_loss: 0.0312075 | Time: 1624.61 ms
[2022-01-11 19:03:12 main:574] : INFO : Epoch 1775 | loss: 0.0312053 | val_loss: 0.0312094 | Time: 1576.61 ms
[2022-01-11 19:03:14 main:574] : INFO : Epoch 1776 | loss: 0.0312047 | val_loss: 0.031209 | Time: 1609.41 ms
[2022-01-11 19:03:15 main:574] : INFO : Epoch 1777 | loss: 0.0312041 | val_loss: 0.0312074 | Time: 1624.83 ms
[2022-01-11 19:03:17 main:574] : INFO : Epoch 1778 | loss: 0.0312057 | val_loss: 0.0312067 | Time: 1575.55 ms
[2022-01-11 19:03:19 main:574] : INFO : Epoch 1779 | loss: 0.0312064 | val_loss: 0.0312146 | Time: 1607.67 ms
[2022-01-11 19:03:20 main:574] : INFO : Epoch 1780 | loss: 0.0312097 | val_loss: 0.03121 | Time: 1612.11 ms
[2022-01-11 19:03:22 main:574] : INFO : Epoch 1781 | loss: 0.0312043 | val_loss: 0.0312081 | Time: 1607.37 ms
[2022-01-11 19:03:23 main:574] : INFO : Epoch 1782 | loss: 0.0312048 | val_loss: 0.0312069 | Time: 1593.2 ms
[2022-01-11 19:03:25 main:574] : INFO : Epoch 1783 | loss: 0.0312034 | val_loss: 0.0312061 | Time: 1576.81 ms
[2022-01-11 19:03:27 main:574] : INFO : Epoch 1784 | loss: 0.0312035 | val_loss: 0.0312059 | Time: 1537.34 ms
[2022-01-11 19:03:28 main:574] : INFO : Epoch 1785 | loss: 0.0312032 | val_loss: 0.0312064 | Time: 1623.99 ms
[2022-01-11 19:03:30 main:574] : INFO : Epoch 1786 | loss: 0.0312034 | val_loss: 0.0312081 | Time: 1542.27 ms
[2022-01-11 19:03:31 main:574] : INFO : Epoch 1787 | loss: 0.0312035 | val_loss: 0.0312071 | Time: 1574.77 ms
[2022-01-11 19:03:33 main:574] : INFO : Epoch 1788 | loss: 0.0312051 | val_loss: 0.0312086 | Time: 1610.23 ms
[2022-01-11 19:03:35 main:574] : INFO : Epoch 1789 | loss: 0.0312027 | val_loss: 0.031206 | Time: 1592.21 ms
[2022-01-11 19:03:36 main:574] : INFO : Epoch 1790 | loss: 0.0312025 | val_loss: 0.0312066 | Time: 1601.96 ms
[2022-01-11 19:03:38 main:574] : INFO : Epoch 1791 | loss: 0.0312022 | val_loss: 0.0312053 | Time: 1600.85 ms
[2022-01-11 19:03:39 main:574] : INFO : Epoch 1792 | loss: 0.0312041 | val_loss: 0.0312096 | Time: 1591.36 ms
[2022-01-11 19:03:41 main:574] : INFO : Epoch 1793 | loss: 0.0312064 | val_loss: 0.0312079 | Time: 1605.6 ms
[2022-01-11 19:03:43 main:574] : INFO : Epoch 1794 | loss: 0.0312036 | val_loss: 0.0312083 | Time: 1608.3 ms
[2022-01-11 19:03:44 main:574] : INFO : Epoch 1795 | loss: 0.0312027 | val_loss: 0.0312057 | Time: 1583.52 ms
[2022-01-11 19:03:46 main:574] : INFO : Epoch 1796 | loss: 0.0312034 | val_loss: 0.0312055 | Time: 1583.25 ms
[2022-01-11 19:03:47 main:574] : INFO : Epoch 1797 | loss: 0.0312049 | val_loss: 0.0312068 | Time: 1548.13 ms
[2022-01-11 19:03:49 main:574] : INFO : Epoch 1798 | loss: 0.0312036 | val_loss: 0.0312117 | Time: 1592.78 ms
[2022-01-11 19:03:51 main:574] : INFO : Epoch 1799 | loss: 0.0312018 | val_loss: 0.0312061 | Time: 1648.45 ms
[2022-01-11 19:03:52 main:574] : INFO : Epoch 1800 | loss: 0.0312021 | val_loss: 0.0312061 | Time: 1603.18 ms
[2022-01-11 19:03:54 main:574] : INFO : Epoch 1801 | loss: 0.0312037 | val_loss: 0.0312097 | Time: 1548.69 ms
[2022-01-11 19:03:55 main:574] : INFO : Epoch 1802 | loss: 0.0312038 | val_loss: 0.031207 | Time: 1618.34 ms
[2022-01-11 19:03:57 main:574] : INFO : Epoch 1803 | loss: 0.0312014 | val_loss: 0.0312078 | Time: 1646.3 ms
[2022-01-11 19:03:59 main:574] : INFO : Epoch 1804 | loss: 0.0312046 | val_loss: 0.0312085 | Time: 1562.07 ms
[2022-01-11 19:04:00 main:574] : INFO : Epoch 1805 | loss: 0.0312048 | val_loss: 0.0312061 | Time: 1547.17 ms
[2022-01-11 19:04:02 main:574] : INFO : Epoch 1806 | loss: 0.0312031 | val_loss: 0.0312074 | Time: 1599.78 ms
[2022-01-11 19:04:03 main:574] : INFO : Epoch 1807 | loss: 0.0312022 | val_loss: 0.0312072 | Time: 1592.36 ms
[2022-01-11 19:04:05 main:574] : INFO : Epoch 1808 | loss: 0.0312058 | val_loss: 0.0312064 | Time: 1570.06 ms
[2022-01-11 19:04:06 main:574] : INFO : Epoch 1809 | loss: 0.0312299 | val_loss: 0.0312281 | Time: 1595.88 ms
[2022-01-11 19:04:08 main:574] : INFO : Epoch 1810 | loss: 0.0312152 | val_loss: 0.0312126 | Time: 1614.88 ms
[2022-01-11 19:04:10 main:574] : INFO : Epoch 1811 | loss: 0.0312056 | val_loss: 0.0312109 | Time: 1579.32 ms
[2022-01-11 19:04:11 main:574] : INFO : Epoch 1812 | loss: 0.0312051 | val_loss: 0.0312083 | Time: 1599.12 ms
[2022-01-11 19:04:13 main:574] : INFO : Epoch 1813 | loss: 0.0312042 | val_loss: 0.0312045 | Time: 1563.46 ms
[2022-01-11 19:04:14 main:574] : INFO : Epoch 1814 | loss: 0.0312018 | val_loss: 0.0312053 | Time: 1599.4 ms
[2022-01-11 19:04:16 main:574] : INFO : Epoch 1815 | loss: 0.0312019 | val_loss: 0.0312059 | Time: 1561.84 ms
[2022-01-11 19:04:18 main:574] : INFO : Epoch 1816 | loss: 0.0312013 | val_loss: 0.0312051 | Time: 1584.94 ms
[2022-01-11 19:04:19 main:574] : INFO : Epoch 1817 | loss: 0.0312014 | val_loss: 0.031206 | Time: 1612.35 ms
[2022-01-11 19:04:21 main:574] : INFO : Epoch 1818 | loss: 0.031201 | val_loss: 0.0312126 | Time: 1566.01 ms
[2022-01-11 19:04:22 main:574] : INFO : Epoch 1819 | loss: 0.0312038 | val_loss: 0.0312076 | Time: 1570.7 ms
[2022-01-11 19:04:24 main:574] : INFO : Epoch 1820 | loss: 0.0311993 | val_loss: 0.0312063 | Time: 1593.24 ms
[2022-01-11 19:04:25 main:574] : INFO : Epoch 1821 | loss: 0.0312002 | val_loss: 0.0312072 | Time: 1599.07 ms
[2022-01-11 19:04:27 main:574] : INFO : Epoch 1822 | loss: 0.0312011 | val_loss: 0.0312072 | Time: 1635.58 ms
[2022-01-11 19:04:29 main:574] : INFO : Epoch 1823 | loss: 0.0312002 | val_loss: 0.0312081 | Time: 1623.39 ms
[2022-01-11 19:04:30 main:574] : INFO : Epoch 1824 | loss: 0.0312003 | val_loss: 0.0312051 | Time: 1629.74 ms
[2022-01-11 19:04:32 main:574] : INFO : Epoch 1825 | loss: 0.0311988 | val_loss: 0.0312095 | Time: 1564.35 ms
[2022-01-11 19:04:34 main:574] : INFO : Epoch 1826 | loss: 0.0312 | val_loss: 0.0312069 | Time: 1606.85 ms
[2022-01-11 19:04:35 main:574] : INFO : Epoch 1827 | loss: 0.0311994 | val_loss: 0.0312107 | Time: 1618.86 ms
[2022-01-11 19:04:37 main:574] : INFO : Epoch 1828 | loss: 0.0311987 | val_loss: 0.0312062 | Time: 1610.25 ms
[2022-01-11 19:04:38 main:574] : INFO : Epoch 1829 | loss: 0.0311989 | val_loss: 0.031214 | Time: 1580.4 ms
[2022-01-11 19:04:40 main:574] : INFO : Epoch 1830 | loss: 0.0312034 | val_loss: 0.0312071 | Time: 1622.68 ms
[2022-01-11 19:04:42 main:574] : INFO : Epoch 1831 | loss: 0.0312 | val_loss: 0.0312092 | Time: 1569.5 ms
[2022-01-11 19:04:43 main:574] : INFO : Epoch 1832 | loss: 0.0312005 | val_loss: 0.0312066 | Time: 1555.86 ms
[2022-01-11 19:04:45 main:574] : INFO : Epoch 1833 | loss: 0.031198 | val_loss: 0.0312099 | Time: 1631.35 ms
[2022-01-11 19:04:46 main:574] : INFO : Epoch 1834 | loss: 0.0311984 | val_loss: 0.0312062 | Time: 1610.52 ms
[2022-01-11 19:04:48 main:574] : INFO : Epoch 1835 | loss: 0.0311976 | val_loss: 0.0312079 | Time: 1581.51 ms
[2022-01-11 19:04:50 main:574] : INFO : Epoch 1836 | loss: 0.0311963 | val_loss: 0.0312075 | Time: 1589.1 ms
[2022-01-11 19:04:51 main:574] : INFO : Epoch 1837 | loss: 0.0311989 | val_loss: 0.0312218 | Time: 1588.35 ms
[2022-01-11 19:04:53 main:574] : INFO : Epoch 1838 | loss: 0.0311999 | val_loss: 0.0312078 | Time: 1558.12 ms
[2022-01-11 19:04:54 main:574] : INFO : Epoch 1839 | loss: 0.0312013 | val_loss: 0.0312097 | Time: 1585.29 ms
[2022-01-11 19:04:56 main:574] : INFO : Epoch 1840 | loss: 0.0311992 | val_loss: 0.0312072 | Time: 1637.03 ms
[2022-01-11 19:04:58 main:574] : INFO : Epoch 1841 | loss: 0.0311977 | val_loss: 0.0312105 | Time: 1593.59 ms
[2022-01-11 19:04:59 main:574] : INFO : Epoch 1842 | loss: 0.0311961 | val_loss: 0.031208 | Time: 1595.24 ms
[2022-01-11 19:05:01 main:574] : INFO : Epoch 1843 | loss: 0.0311956 | val_loss: 0.0312087 | Time: 1619.56 ms
[2022-01-11 19:05:02 main:574] : INFO : Epoch 1844 | loss: 0.0311954 | val_loss: 0.0312066 | Time: 1659.92 ms
[2022-01-11 19:05:04 main:574] : INFO : Epoch 1845 | loss: 0.0311947 | val_loss: 0.0312077 | Time: 1590.53 ms
[2022-01-11 19:05:06 main:574] : INFO : Epoch 1846 | loss: 0.0311971 | val_loss: 0.0312066 | Time: 1604.75 ms
[2022-01-11 19:05:07 main:574] : INFO : Epoch 1847 | loss: 0.0311997 | val_loss: 0.0312115 | Time: 1592.25 ms
[2022-01-11 19:05:09 main:574] : INFO : Epoch 1848 | loss: 0.0312004 | val_loss: 0.0312104 | Time: 1572.88 ms
[2022-01-11 19:05:10 main:574] : INFO : Epoch 1849 | loss: 0.0311974 | val_loss: 0.0312075 | Time: 1587.08 ms
[2022-01-11 19:05:12 main:574] : INFO : Epoch 1850 | loss: 0.0311969 | val_loss: 0.0312087 | Time: 1580.09 ms
[2022-01-11 19:05:14 main:574] : INFO : Epoch 1851 | loss: 0.0311956 | val_loss: 0.0312089 | Time: 1569.44 ms
[2022-01-11 19:05:15 main:574] : INFO : Epoch 1852 | loss: 0.0311976 | val_loss: 0.0312093 | Time: 1591.95 ms
[2022-01-11 19:05:17 main:574] : INFO : Epoch 1853 | loss: 0.0311978 | val_loss: 0.0312072 | Time: 1591.52 ms
[2022-01-11 19:05:18 main:574] : INFO : Epoch 1854 | loss: 0.0312016 | val_loss: 0.0312094 | Time: 1572.92 ms
[2022-01-11 19:05:20 main:574] : INFO : Epoch 1855 | loss: 0.0311976 | val_loss: 0.0312094 | Time: 1595.61 ms
[2022-01-11 19:05:21 main:574] : INFO : Epoch 1856 | loss: 0.0311981 | val_loss: 0.0312102 | Time: 1581.4 ms
[2022-01-11 19:05:23 main:574] : INFO : Epoch 1857 | loss: 0.0311959 | val_loss: 0.0312123 | Time: 1571.78 ms
[2022-01-11 19:05:25 main:574] : INFO : Epoch 1858 | loss: 0.0311958 | val_loss: 0.0312071 | Time: 1569.52 ms
[2022-01-11 19:05:26 main:574] : INFO : Epoch 1859 | loss: 0.0311961 | val_loss: 0.0312071 | Time: 1576.95 ms
[2022-01-11 19:05:28 main:574] : INFO : Epoch 1860 | loss: 0.0311963 | val_loss: 0.0312064 | Time: 1570.09 ms
[2022-01-11 19:05:29 main:574] : INFO : Epoch 1861 | loss: 0.0311952 | val_loss: 0.0312052 | Time: 1575.36 ms
[2022-01-11 19:05:31 main:574] : INFO : Epoch 1862 | loss: 0.031194 | val_loss: 0.0312073 | Time: 1569.33 ms
[2022-01-11 19:05:33 main:574] : INFO : Epoch 1863 | loss: 0.0311943 | val_loss: 0.0312117 | Time: 1650.47 ms
[2022-01-11 19:05:34 main:574] : INFO : Epoch 1864 | loss: 0.0311959 | val_loss: 0.0312077 | Time: 1627.57 ms
[2022-01-11 19:05:36 main:574] : INFO : Epoch 1865 | loss: 0.0311961 | val_loss: 0.0312067 | Time: 1615.27 ms
[2022-01-11 19:05:37 main:574] : INFO : Epoch 1866 | loss: 0.031202 | val_loss: 0.0312168 | Time: 1583.44 ms
[2022-01-11 19:05:39 main:574] : INFO : Epoch 1867 | loss: 0.0312047 | val_loss: 0.0312115 | Time: 1602.79 ms
[2022-01-11 19:05:41 main:574] : INFO : Epoch 1868 | loss: 0.031201 | val_loss: 0.0312059 | Time: 1575.67 ms
[2022-01-11 19:05:42 main:574] : INFO : Epoch 1869 | loss: 0.0311983 | val_loss: 0.0312054 | Time: 1643.08 ms
[2022-01-11 19:05:44 main:574] : INFO : Epoch 1870 | loss: 0.031198 | val_loss: 0.0312056 | Time: 1568.9 ms
[2022-01-11 19:05:45 main:574] : INFO : Epoch 1871 | loss: 0.0311972 | val_loss: 0.0312041 | Time: 1604.96 ms
[2022-01-11 19:05:47 main:574] : INFO : Epoch 1872 | loss: 0.0311956 | val_loss: 0.0312049 | Time: 1632.96 ms
[2022-01-11 19:05:49 main:574] : INFO : Epoch 1873 | loss: 0.0311954 | val_loss: 0.0312058 | Time: 1632.09 ms
[2022-01-11 19:05:50 main:574] : INFO : Epoch 1874 | loss: 0.031195 | val_loss: 0.0312043 | Time: 1630.36 ms
[2022-01-11 19:05:52 main:574] : INFO : Epoch 1875 | loss: 0.0311952 | val_loss: 0.0312041 | Time: 1582.93 ms
[2022-01-11 19:05:54 main:574] : INFO : Epoch 1876 | loss: 0.0311946 | val_loss: 0.0312053 | Time: 1599.21 ms
[2022-01-11 19:05:55 main:574] : INFO : Epoch 1877 | loss: 0.0311944 | val_loss: 0.0312064 | Time: 1642.59 ms
[2022-01-11 19:05:57 main:574] : INFO : Epoch 1878 | loss: 0.0311962 | val_loss: 0.0312066 | Time: 1600.06 ms
[2022-01-11 19:05:58 main:574] : INFO : Epoch 1879 | loss: 0.0311966 | val_loss: 0.0312051 | Time: 1636.5 ms
[2022-01-11 19:06:00 main:574] : INFO : Epoch 1880 | loss: 0.0311962 | val_loss: 0.0312088 | Time: 1579.7 ms
[2022-01-11 19:06:02 main:574] : INFO : Epoch 1881 | loss: 0.0311958 | val_loss: 0.0312061 | Time: 1583.67 ms
[2022-01-11 19:06:03 main:574] : INFO : Epoch 1882 | loss: 0.0311968 | val_loss: 0.0312071 | Time: 1606.37 ms
[2022-01-11 19:06:05 main:574] : INFO : Epoch 1883 | loss: 0.0311965 | val_loss: 0.031204 | Time: 1609.1 ms
[2022-01-11 19:06:06 main:574] : INFO : Epoch 1884 | loss: 0.0311961 | val_loss: 0.0312092 | Time: 1614.7 ms
[2022-01-11 19:06:08 main:574] : INFO : Epoch 1885 | loss: 0.031194 | val_loss: 0.0312047 | Time: 1550.13 ms
[2022-01-11 19:06:10 main:574] : INFO : Epoch 1886 | loss: 0.0311941 | val_loss: 0.0312047 | Time: 1577.63 ms
[2022-01-11 19:06:11 main:574] : INFO : Epoch 1887 | loss: 0.0311941 | val_loss: 0.0312095 | Time: 1624.84 ms
[2022-01-11 19:06:13 main:574] : INFO : Epoch 1888 | loss: 0.0311934 | val_loss: 0.0312066 | Time: 1530.36 ms
[2022-01-11 19:06:14 main:574] : INFO : Epoch 1889 | loss: 0.0311933 | val_loss: 0.0312053 | Time: 1597.66 ms
[2022-01-11 19:06:16 main:574] : INFO : Epoch 1890 | loss: 0.0311955 | val_loss: 0.0312082 | Time: 1596.64 ms
[2022-01-11 19:06:17 main:574] : INFO : Epoch 1891 | loss: 0.0311937 | val_loss: 0.0312101 | Time: 1590.35 ms
[2022-01-11 19:06:19 main:574] : INFO : Epoch 1892 | loss: 0.031193 | val_loss: 0.0312086 | Time: 1601.56 ms
[2022-01-11 19:06:21 main:574] : INFO : Epoch 1893 | loss: 0.0311912 | val_loss: 0.0312068 | Time: 1582.02 ms
[2022-01-11 19:06:22 main:574] : INFO : Epoch 1894 | loss: 0.0311941 | val_loss: 0.031206 | Time: 1587.15 ms
[2022-01-11 19:06:24 main:574] : INFO : Epoch 1895 | loss: 0.031191 | val_loss: 0.0312079 | Time: 1574.31 ms
[2022-01-11 19:06:25 main:574] : INFO : Epoch 1896 | loss: 0.0311926 | val_loss: 0.0312054 | Time: 1577.14 ms
[2022-01-11 19:06:27 main:574] : INFO : Epoch 1897 | loss: 0.0311893 | val_loss: 0.0312082 | Time: 1537.94 ms
[2022-01-11 19:06:29 main:574] : INFO : Epoch 1898 | loss: 0.0311901 | val_loss: 0.0312125 | Time: 1601.12 ms
[2022-01-11 19:06:30 main:574] : INFO : Epoch 1899 | loss: 0.0311913 | val_loss: 0.0312089 | Time: 1609.09 ms
[2022-01-11 19:06:32 main:574] : INFO : Epoch 1900 | loss: 0.0311949 | val_loss: 0.0312059 | Time: 1554.47 ms
[2022-01-11 19:06:33 main:574] : INFO : Epoch 1901 | loss: 0.0311933 | val_loss: 0.0312084 | Time: 1585.93 ms
[2022-01-11 19:06:35 main:574] : INFO : Epoch 1902 | loss: 0.0311929 | val_loss: 0.0312068 | Time: 1595.08 ms
[2022-01-11 19:06:37 main:574] : INFO : Epoch 1903 | loss: 0.0311911 | val_loss: 0.0312042 | Time: 1631.09 ms
[2022-01-11 19:06:38 main:574] : INFO : Epoch 1904 | loss: 0.0311904 | val_loss: 0.0312053 | Time: 1566.82 ms
[2022-01-11 19:06:40 main:574] : INFO : Epoch 1905 | loss: 0.0311907 | val_loss: 0.0312094 | Time: 1588.16 ms
[2022-01-11 19:06:41 main:574] : INFO : Epoch 1906 | loss: 0.0311895 | val_loss: 0.0312038 | Time: 1560.12 ms
[2022-01-11 19:06:43 main:574] : INFO : Epoch 1907 | loss: 0.0311917 | val_loss: 0.0312049 | Time: 1570.73 ms
[2022-01-11 19:06:44 main:574] : INFO : Epoch 1908 | loss: 0.0311924 | val_loss: 0.031204 | Time: 1593.11 ms
[2022-01-11 19:06:46 main:574] : INFO : Epoch 1909 | loss: 0.0311926 | val_loss: 0.0312041 | Time: 1614.04 ms
[2022-01-11 19:06:48 main:574] : INFO : Epoch 1910 | loss: 0.0311899 | val_loss: 0.0312107 | Time: 1583.99 ms
[2022-01-11 19:06:49 main:574] : INFO : Epoch 1911 | loss: 0.0311924 | val_loss: 0.0312028 | Time: 1588.22 ms
[2022-01-11 19:06:51 main:574] : INFO : Epoch 1912 | loss: 0.0311965 | val_loss: 0.0312078 | Time: 1601.46 ms
[2022-01-11 19:06:53 main:574] : INFO : Epoch 1913 | loss: 0.0311925 | val_loss: 0.031207 | Time: 1646.36 ms
[2022-01-11 19:06:54 main:574] : INFO : Epoch 1914 | loss: 0.0311943 | val_loss: 0.0312035 | Time: 1670.65 ms
[2022-01-11 19:06:56 main:574] : INFO : Epoch 1915 | loss: 0.0311928 | val_loss: 0.0312031 | Time: 1582.81 ms
[2022-01-11 19:06:57 main:574] : INFO : Epoch 1916 | loss: 0.0311929 | val_loss: 0.0312022 | Time: 1596.64 ms
[2022-01-11 19:06:59 main:574] : INFO : Epoch 1917 | loss: 0.0311913 | val_loss: 0.0312007 | Time: 1584.31 ms
[2022-01-11 19:07:01 main:574] : INFO : Epoch 1918 | loss: 0.0311907 | val_loss: 0.0312017 | Time: 1556.43 ms
[2022-01-11 19:07:02 main:574] : INFO : Epoch 1919 | loss: 0.0311889 | val_loss: 0.0312023 | Time: 1596.74 ms
[2022-01-11 19:07:04 main:574] : INFO : Epoch 1920 | loss: 0.0311897 | val_loss: 0.0312004 | Time: 1582.94 ms
[2022-01-11 19:07:05 main:574] : INFO : Epoch 1921 | loss: 0.031189 | val_loss: 0.0312001 | Time: 1605.28 ms
[2022-01-11 19:07:07 main:574] : INFO : Epoch 1922 | loss: 0.0311936 | val_loss: 0.0312026 | Time: 1598.02 ms
[2022-01-11 19:07:09 main:574] : INFO : Epoch 1923 | loss: 0.0311919 | val_loss: 0.0312009 | Time: 1676.69 ms
[2022-01-11 19:07:10 main:574] : INFO : Epoch 1924 | loss: 0.0311903 | val_loss: 0.0312015 | Time: 1583.7 ms
[2022-01-11 19:07:12 main:574] : INFO : Epoch 1925 | loss: 0.0311911 | val_loss: 0.0312017 | Time: 1601.08 ms
[2022-01-11 19:07:13 main:574] : INFO : Epoch 1926 | loss: 0.0311893 | val_loss: 0.0312029 | Time: 1537.33 ms
[2022-01-11 19:07:15 main:574] : INFO : Epoch 1927 | loss: 0.0311897 | val_loss: 0.0312014 | Time: 1628.16 ms
[2022-01-11 19:07:17 main:574] : INFO : Epoch 1928 | loss: 0.0311898 | val_loss: 0.031203 | Time: 1621.14 ms
[2022-01-11 19:07:18 main:574] : INFO : Epoch 1929 | loss: 0.0311965 | val_loss: 0.0312001 | Time: 1617.78 ms
[2022-01-11 19:07:20 main:574] : INFO : Epoch 1930 | loss: 0.0311922 | val_loss: 0.0312002 | Time: 1599.2 ms
[2022-01-11 19:07:21 main:574] : INFO : Epoch 1931 | loss: 0.0311944 | val_loss: 0.0312026 | Time: 1617.32 ms
[2022-01-11 19:07:23 main:574] : INFO : Epoch 1932 | loss: 0.031195 | val_loss: 0.0312015 | Time: 1594.57 ms
[2022-01-11 19:07:25 main:574] : INFO : Epoch 1933 | loss: 0.0311934 | val_loss: 0.0312003 | Time: 1601.38 ms
[2022-01-11 19:07:26 main:574] : INFO : Epoch 1934 | loss: 0.0311936 | val_loss: 0.031201 | Time: 1587.82 ms
[2022-01-11 19:07:28 main:574] : INFO : Epoch 1935 | loss: 0.0311951 | val_loss: 0.0312006 | Time: 1539.56 ms
[2022-01-11 19:07:29 main:574] : INFO : Epoch 1936 | loss: 0.031193 | val_loss: 0.0311981 | Time: 1591.39 ms
[2022-01-11 19:07:31 main:574] : INFO : Epoch 1937 | loss: 0.0311921 | val_loss: 0.0311975 | Time: 1634.86 ms
[2022-01-11 19:07:33 main:574] : INFO : Epoch 1938 | loss: 0.031191 | val_loss: 0.0311994 | Time: 1575.11 ms
[2022-01-11 19:07:34 main:574] : INFO : Epoch 1939 | loss: 0.0311906 | val_loss: 0.0312032 | Time: 1601.11 ms
[2022-01-11 19:07:36 main:574] : INFO : Epoch 1940 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 1580.72 ms
[2022-01-11 19:07:37 main:574] : INFO : Epoch 1941 | loss: 0.0311903 | val_loss: 0.031199 | Time: 1579.47 ms
[2022-01-11 19:07:39 main:574] : INFO : Epoch 1942 | loss: 0.03119 | val_loss: 0.0311972 | Time: 1607.05 ms
[2022-01-11 19:07:40 main:574] : INFO : Epoch 1943 | loss: 0.03119 | val_loss: 0.0311992 | Time: 1567.31 ms
[2022-01-11 19:07:42 main:574] : INFO : Epoch 1944 | loss: 0.0311886 | val_loss: 0.0312002 | Time: 1604.97 ms
[2022-01-11 19:07:44 main:574] : INFO : Epoch 1945 | loss: 0.0311908 | val_loss: 0.0311986 | Time: 1623.52 ms
[2022-01-11 19:07:45 main:574] : INFO : Epoch 1946 | loss: 0.0311877 | val_loss: 0.0311983 | Time: 1617.91 ms
[2022-01-11 19:07:47 main:574] : INFO : Epoch 1947 | loss: 0.031188 | val_loss: 0.0311993 | Time: 1544.33 ms
[2022-01-11 19:07:48 main:574] : INFO : Epoch 1948 | loss: 0.0311881 | val_loss: 0.0312002 | Time: 1564.67 ms
[2022-01-11 19:07:50 main:574] : INFO : Epoch 1949 | loss: 0.0311887 | val_loss: 0.0311987 | Time: 1580.64 ms
[2022-01-11 19:07:52 main:574] : INFO : Epoch 1950 | loss: 0.0311883 | val_loss: 0.0311996 | Time: 1585.3 ms
[2022-01-11 19:07:53 main:574] : INFO : Epoch 1951 | loss: 0.0311875 | val_loss: 0.0311984 | Time: 1633.68 ms
[2022-01-11 19:07:55 main:574] : INFO : Epoch 1952 | loss: 0.0311884 | val_loss: 0.0311996 | Time: 1556.96 ms
[2022-01-11 19:07:56 main:574] : INFO : Epoch 1953 | loss: 0.0311877 | val_loss: 0.0312057 | Time: 1596.79 ms
[2022-01-11 19:07:58 main:574] : INFO : Epoch 1954 | loss: 0.0311904 | val_loss: 0.031203 | Time: 1586.94 ms
[2022-01-11 19:08:00 main:574] : INFO : Epoch 1955 | loss: 0.0311893 | val_loss: 0.0312041 | Time: 1602.8 ms
[2022-01-11 19:08:01 main:574] : INFO : Epoch 1956 | loss: 0.0311942 | val_loss: 0.0312015 | Time: 1581.89 ms
[2022-01-11 19:08:03 main:574] : INFO : Epoch 1957 | loss: 0.0311924 | val_loss: 0.0312031 | Time: 1536.81 ms
[2022-01-11 19:08:04 main:574] : INFO : Epoch 1958 | loss: 0.0311942 | val_loss: 0.0312048 | Time: 1637.14 ms
[2022-01-11 19:08:06 main:574] : INFO : Epoch 1959 | loss: 0.0311917 | val_loss: 0.0311996 | Time: 1566.35 ms
[2022-01-11 19:08:08 main:574] : INFO : Epoch 1960 | loss: 0.0311912 | val_loss: 0.031198 | Time: 1585.21 ms
[2022-01-11 19:08:09 main:574] : INFO : Epoch 1961 | loss: 0.0311901 | val_loss: 0.0312002 | Time: 1634.24 ms
[2022-01-11 19:08:11 main:574] : INFO : Epoch 1962 | loss: 0.03119 | val_loss: 0.0311985 | Time: 1570.85 ms
[2022-01-11 19:08:12 main:574] : INFO : Epoch 1963 | loss: 0.0311889 | val_loss: 0.0312014 | Time: 1577.3 ms
[2022-01-11 19:08:14 main:574] : INFO : Epoch 1964 | loss: 0.0311878 | val_loss: 0.0312016 | Time: 1662.11 ms
[2022-01-11 19:08:16 main:574] : INFO : Epoch 1965 | loss: 0.0311871 | val_loss: 0.0311999 | Time: 1579.23 ms
[2022-01-11 19:08:17 main:574] : INFO : Epoch 1966 | loss: 0.031187 | val_loss: 0.0312001 | Time: 1588.26 ms
[2022-01-11 19:08:19 main:574] : INFO : Epoch 1967 | loss: 0.0311862 | val_loss: 0.0312003 | Time: 1555.52 ms
[2022-01-11 19:08:20 main:574] : INFO : Epoch 1968 | loss: 0.0311858 | val_loss: 0.0311979 | Time: 1592.74 ms
[2022-01-11 19:08:22 main:574] : INFO : Epoch 1969 | loss: 0.0311853 | val_loss: 0.0311998 | Time: 1636.75 ms
[2022-01-11 19:08:24 main:574] : INFO : Epoch 1970 | loss: 0.0311856 | val_loss: 0.0312002 | Time: 1639.36 ms
[2022-01-11 19:08:25 main:574] : INFO : Epoch 1971 | loss: 0.031185 | val_loss: 0.0312 | Time: 1609.29 ms
[2022-01-11 19:08:27 main:574] : INFO : Epoch 1972 | loss: 0.0311852 | val_loss: 0.0311993 | Time: 1640.93 ms
[2022-01-11 19:08:28 main:574] : INFO : Epoch 1973 | loss: 0.0311859 | val_loss: 0.0312006 | Time: 1617.17 ms
[2022-01-11 19:08:30 main:574] : INFO : Epoch 1974 | loss: 0.0311852 | val_loss: 0.0312006 | Time: 1625.1 ms
[2022-01-11 19:08:32 main:574] : INFO : Epoch 1975 | loss: 0.0311843 | val_loss: 0.0312018 | Time: 1652.17 ms
[2022-01-11 19:08:33 main:574] : INFO : Epoch 1976 | loss: 0.0311847 | val_loss: 0.0312022 | Time: 1561.72 ms
[2022-01-11 19:08:35 main:574] : INFO : Epoch 1977 | loss: 0.0311861 | val_loss: 0.0312007 | Time: 1558.16 ms
[2022-01-11 19:08:37 main:574] : INFO : Epoch 1978 | loss: 0.0311859 | val_loss: 0.0312 | Time: 1620.85 ms
[2022-01-11 19:08:38 main:574] : INFO : Epoch 1979 | loss: 0.0311854 | val_loss: 0.0311968 | Time: 1625.68 ms
[2022-01-11 19:08:40 main:574] : INFO : Epoch 1980 | loss: 0.0311848 | val_loss: 0.0312001 | Time: 1621.53 ms
[2022-01-11 19:08:41 main:574] : INFO : Epoch 1981 | loss: 0.0311868 | val_loss: 0.0311994 | Time: 1627.33 ms
[2022-01-11 19:08:43 main:574] : INFO : Epoch 1982 | loss: 0.0311864 | val_loss: 0.0311962 | Time: 1551.38 ms
[2022-01-11 19:08:45 main:574] : INFO : Epoch 1983 | loss: 0.0311894 | val_loss: 0.0311984 | Time: 1624.66 ms
[2022-01-11 19:08:46 main:574] : INFO : Epoch 1984 | loss: 0.0311883 | val_loss: 0.0311966 | Time: 1604.68 ms
[2022-01-11 19:08:48 main:574] : INFO : Epoch 1985 | loss: 0.0311877 | val_loss: 0.0311982 | Time: 1612.38 ms
[2022-01-11 19:08:49 main:574] : INFO : Epoch 1986 | loss: 0.0311863 | val_loss: 0.0311979 | Time: 1574.48 ms
[2022-01-11 19:08:51 main:574] : INFO : Epoch 1987 | loss: 0.0311865 | val_loss: 0.0311969 | Time: 1629.13 ms
[2022-01-11 19:08:53 main:574] : INFO : Epoch 1988 | loss: 0.0311854 | val_loss: 0.0312022 | Time: 1635.56 ms
[2022-01-11 19:08:54 main:574] : INFO : Epoch 1989 | loss: 0.0311853 | val_loss: 0.0311992 | Time: 1604.08 ms
[2022-01-11 19:08:56 main:574] : INFO : Epoch 1990 | loss: 0.0311854 | val_loss: 0.0311994 | Time: 1628.3 ms
[2022-01-11 19:08:58 main:574] : INFO : Epoch 1991 | loss: 0.0311865 | val_loss: 0.0311997 | Time: 1621.92 ms
[2022-01-11 19:08:59 main:574] : INFO : Epoch 1992 | loss: 0.0311864 | val_loss: 0.0311987 | Time: 1598.72 ms
[2022-01-11 19:09:01 main:574] : INFO : Epoch 1993 | loss: 0.0311907 | val_loss: 0.0312023 | Time: 1601.29 ms
[2022-01-11 19:09:02 main:574] : INFO : Epoch 1994 | loss: 0.0312008 | val_loss: 0.0312068 | Time: 1623.24 ms
[2022-01-11 19:09:04 main:574] : INFO : Epoch 1995 | loss: 0.0311977 | val_loss: 0.031203 | Time: 1576.07 ms
[2022-01-11 19:09:05 main:574] : INFO : Epoch 1996 | loss: 0.0311954 | val_loss: 0.0312002 | Time: 1558.19 ms
[2022-01-11 19:09:07 main:574] : INFO : Epoch 1997 | loss: 0.0311924 | val_loss: 0.0312003 | Time: 1618.56 ms
[2022-01-11 19:09:09 main:574] : INFO : Epoch 1998 | loss: 0.0311926 | val_loss: 0.0312 | Time: 1573.18 ms
[2022-01-11 19:09:10 main:574] : INFO : Epoch 1999 | loss: 0.0311943 | val_loss: 0.0311971 | Time: 1553.15 ms
[2022-01-11 19:09:12 main:574] : INFO : Epoch 2000 | loss: 0.0311933 | val_loss: 0.0312022 | Time: 1618.09 ms
[2022-01-11 19:09:13 main:574] : INFO : Epoch 2001 | loss: 0.0311971 | val_loss: 0.0311992 | Time: 1587.47 ms
[2022-01-11 19:09:15 main:574] : INFO : Epoch 2002 | loss: 0.0311894 | val_loss: 0.0311958 | Time: 1554.95 ms
[2022-01-11 19:09:17 main:574] : INFO : Epoch 2003 | loss: 0.0311893 | val_loss: 0.031198 | Time: 1583.15 ms
[2022-01-11 19:09:18 main:574] : INFO : Epoch 2004 | loss: 0.0311875 | val_loss: 0.0311966 | Time: 1574.84 ms
[2022-01-11 19:09:20 main:574] : INFO : Epoch 2005 | loss: 0.03119 | val_loss: 0.031198 | Time: 1574.89 ms
[2022-01-11 19:09:21 main:574] : INFO : Epoch 2006 | loss: 0.0311916 | val_loss: 0.0311949 | Time: 1549.15 ms
[2022-01-11 19:09:23 main:574] : INFO : Epoch 2007 | loss: 0.0311946 | val_loss: 0.0312137 | Time: 1603.88 ms
[2022-01-11 19:09:24 main:574] : INFO : Epoch 2008 | loss: 0.0311932 | val_loss: 0.0311977 | Time: 1584.97 ms
[2022-01-11 19:09:26 main:574] : INFO : Epoch 2009 | loss: 0.031191 | val_loss: 0.0311975 | Time: 1638.46 ms
[2022-01-11 19:09:28 main:574] : INFO : Epoch 2010 | loss: 0.031189 | val_loss: 0.0311959 | Time: 1608.69 ms
[2022-01-11 19:09:29 main:574] : INFO : Epoch 2011 | loss: 0.0311893 | val_loss: 0.0311974 | Time: 1580.17 ms
[2022-01-11 19:09:31 main:574] : INFO : Epoch 2012 | loss: 0.0311887 | val_loss: 0.0311972 | Time: 1613.72 ms
[2022-01-11 19:09:33 main:574] : INFO : Epoch 2013 | loss: 0.0311889 | val_loss: 0.0311965 | Time: 1587.8 ms
[2022-01-11 19:09:34 main:574] : INFO : Epoch 2014 | loss: 0.0311897 | val_loss: 0.031197 | Time: 1554.04 ms
[2022-01-11 19:09:36 main:574] : INFO : Epoch 2015 | loss: 0.0311892 | val_loss: 0.0311939 | Time: 1551.46 ms
[2022-01-11 19:09:37 main:574] : INFO : Epoch 2016 | loss: 0.0311861 | val_loss: 0.0311942 | Time: 1594.42 ms
[2022-01-11 19:09:39 main:574] : INFO : Epoch 2017 | loss: 0.0311866 | val_loss: 0.0311983 | Time: 1625.05 ms
[2022-01-11 19:09:40 main:574] : INFO : Epoch 2018 | loss: 0.0311866 | val_loss: 0.0311956 | Time: 1602.88 ms
[2022-01-11 19:09:42 main:574] : INFO : Epoch 2019 | loss: 0.0311848 | val_loss: 0.0311934 | Time: 1618.95 ms
[2022-01-11 19:09:44 main:574] : INFO : Epoch 2020 | loss: 0.0311897 | val_loss: 0.0311968 | Time: 1614.18 ms
[2022-01-11 19:09:45 main:574] : INFO : Epoch 2021 | loss: 0.0311883 | val_loss: 0.0311981 | Time: 1579.46 ms
[2022-01-11 19:09:47 main:574] : INFO : Epoch 2022 | loss: 0.0311883 | val_loss: 0.0311982 | Time: 1592.18 ms
[2022-01-11 19:09:48 main:574] : INFO : Epoch 2023 | loss: 0.0311881 | val_loss: 0.0311972 | Time: 1593.02 ms
[2022-01-11 19:09:50 main:574] : INFO : Epoch 2024 | loss: 0.0311866 | val_loss: 0.0311971 | Time: 1635.68 ms
[2022-01-11 19:09:52 main:574] : INFO : Epoch 2025 | loss: 0.0311883 | val_loss: 0.0311996 | Time: 1611.9 ms
[2022-01-11 19:09:53 main:574] : INFO : Epoch 2026 | loss: 0.0311922 | val_loss: 0.0311987 | Time: 1620.63 ms
[2022-01-11 19:09:55 main:574] : INFO : Epoch 2027 | loss: 0.0311879 | val_loss: 0.0311987 | Time: 1589.14 ms
[2022-01-11 19:09:57 main:574] : INFO : Epoch 2028 | loss: 0.0311847 | val_loss: 0.0311988 | Time: 1667.81 ms
[2022-01-11 19:09:58 main:574] : INFO : Epoch 2029 | loss: 0.0311854 | val_loss: 0.0311996 | Time: 1596.84 ms
[2022-01-11 19:10:00 main:574] : INFO : Epoch 2030 | loss: 0.0311849 | val_loss: 0.031198 | Time: 1594.01 ms
[2022-01-11 19:10:01 main:574] : INFO : Epoch 2031 | loss: 0.0311848 | val_loss: 0.0311984 | Time: 1650.85 ms
[2022-01-11 19:10:03 main:574] : INFO : Epoch 2032 | loss: 0.0311831 | val_loss: 0.0311982 | Time: 1568.45 ms
[2022-01-11 19:10:05 main:574] : INFO : Epoch 2033 | loss: 0.0311829 | val_loss: 0.0311971 | Time: 1573.49 ms
[2022-01-11 19:10:06 main:574] : INFO : Epoch 2034 | loss: 0.0311834 | val_loss: 0.0311944 | Time: 1636.75 ms
[2022-01-11 19:10:08 main:574] : INFO : Epoch 2035 | loss: 0.0311846 | val_loss: 0.0311974 | Time: 1554.74 ms
[2022-01-11 19:10:09 main:574] : INFO : Epoch 2036 | loss: 0.0311868 | val_loss: 0.0311995 | Time: 1583.53 ms
[2022-01-11 19:10:11 main:574] : INFO : Epoch 2037 | loss: 0.031186 | val_loss: 0.0312023 | Time: 1567.17 ms
[2022-01-11 19:10:13 main:574] : INFO : Epoch 2038 | loss: 0.0311847 | val_loss: 0.0311966 | Time: 1554.77 ms
[2022-01-11 19:10:14 main:574] : INFO : Epoch 2039 | loss: 0.0311866 | val_loss: 0.0311964 | Time: 1535.42 ms
[2022-01-11 19:10:16 main:574] : INFO : Epoch 2040 | loss: 0.0311835 | val_loss: 0.0311951 | Time: 1583.1 ms
[2022-01-11 19:10:17 main:574] : INFO : Epoch 2041 | loss: 0.0311808 | val_loss: 0.0311959 | Time: 1626.32 ms
[2022-01-11 19:10:19 main:574] : INFO : Epoch 2042 | loss: 0.0311821 | val_loss: 0.0312016 | Time: 1576.12 ms
[2022-01-11 19:10:20 main:574] : INFO : Epoch 2043 | loss: 0.0311852 | val_loss: 0.0311974 | Time: 1606.35 ms
[2022-01-11 19:10:22 main:574] : INFO : Epoch 2044 | loss: 0.0311833 | val_loss: 0.0312002 | Time: 1628.18 ms
[2022-01-11 19:10:24 main:574] : INFO : Epoch 2045 | loss: 0.0311825 | val_loss: 0.0311955 | Time: 1569.5 ms
[2022-01-11 19:10:25 main:574] : INFO : Epoch 2046 | loss: 0.0311817 | val_loss: 0.0311999 | Time: 1653.22 ms
[2022-01-11 19:10:27 main:574] : INFO : Epoch 2047 | loss: 0.0311811 | val_loss: 0.0311949 | Time: 1680.29 ms
[2022-01-11 19:10:29 main:574] : INFO : Epoch 2048 | loss: 0.0311818 | val_loss: 0.0312035 | Time: 1614.32 ms
[2022-01-11 19:10:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312035
[2022-01-11 19:10:29 main:603] : INFO : Saving end state to config to file
[2022-01-11 19:10:29 main:608] : INFO : Success, exiting..
19:10:29 (2004): 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)