Task 3752709
| Name | ParityModified-1608176634-24915-5_1 |
| Workunit | 1869292 |
| Created | 21 Jan 2021, 22:38:17 UTC |
| Sent | 21 Jan 2021, 22:45:54 UTC |
| Report deadline | 28 Jan 2021, 22:45:54 UTC |
| Received | 22 Jan 2021, 7:07:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 1 hours 30 min 14 sec |
| CPU time | 1 hours 21 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -21 22:09:35 main:574] : INFO : Epoch 1542 | loss: 0.0312233 | val_loss: 0.0312285 | Time: 2583.48 ms [2021-01-21 22:09:37 main:574] : INFO : Epoch 1543 | loss: 0.0312215 | val_loss: 0.0312214 | Time: 2577.49 ms [2021-01-21 22:09:40 main:574] : INFO : Epoch 1544 | loss: 0.0312196 | val_loss: 0.0312206 | Time: 2608.57 ms [2021-01-21 22:09:43 main:574] : INFO : Epoch 1545 | loss: 0.0312203 | val_loss: 0.0312226 | Time: 2582.91 ms [2021-01-21 22:09:45 main:574] : INFO : Epoch 1546 | loss: 0.0312204 | val_loss: 0.0312268 | Time: 2624.27 ms [2021-01-21 22:09:48 main:574] : INFO : Epoch 1547 | loss: 0.0312204 | val_loss: 0.0312222 | Time: 2572.75 ms [2021-01-21 22:09:50 main:574] : INFO : Epoch 1548 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 2533.24 ms [2021-01-21 22:09:53 main:574] : INFO : Epoch 1549 | loss: 0.0312194 | val_loss: 0.0312225 | Time: 2568.6 ms [2021-01-21 22:09:56 main:574] : INFO : Epoch 1550 | loss: 0.0312187 | val_loss: 0.0312213 | Time: 2531.54 ms [2021-01-21 22:09:58 main:574] : INFO : Epoch 1551 | loss: 0.0312174 | val_loss: 0.0312215 | Time: 2526.87 ms [2021-01-21 22:10:01 main:574] : INFO : Epoch 1552 | loss: 0.031218 | val_loss: 0.0312209 | Time: 2572.98 ms [2021-01-21 22:10:03 main:574] : INFO : Epoch 1553 | loss: 0.0312181 | val_loss: 0.0312202 | Time: 2561.25 ms [2021-01-21 22:10:06 main:574] : INFO : Epoch 1554 | loss: 0.0312178 | val_loss: 0.0312215 | Time: 2582.67 ms [2021-01-21 22:10:09 main:574] : INFO : Epoch 1555 | loss: 0.03122 | val_loss: 0.0312234 | Time: 2532.36 ms [2021-01-21 22:10:11 main:574] : INFO : Epoch 1556 | loss: 0.0312208 | val_loss: 0.0312197 | Time: 2559.22 ms [2021-01-21 22:10:14 main:574] : INFO : Epoch 1557 | loss: 0.0312187 | val_loss: 0.031219 | Time: 2561.35 ms [2021-01-21 22:10:17 main:574] : INFO : Epoch 1558 | loss: 0.0312175 | val_loss: 0.0312209 | Time: 2582.04 ms [2021-01-21 22:10:19 main:574] : INFO : Epoch 1559 | loss: 0.0312185 | val_loss: 0.0312232 | Time: 2546.98 ms [2021-01-21 22:10:22 main:574] : INFO : Epoch 1560 | loss: 0.0312188 | val_loss: 0.0312181 | Time: 2596.83 ms [2021-01-21 22:10:24 main:574] : INFO : Epoch 1561 | loss: 0.0312194 | val_loss: 0.0312185 | Time: 2551.65 ms [2021-01-21 22:10:27 main:574] : INFO : Epoch 1562 | loss: 0.0312176 | val_loss: 0.0312205 | Time: 2584.42 ms [2021-01-21 22:10:30 main:574] : INFO : Epoch 1563 | loss: 0.0312206 | val_loss: 0.0312206 | Time: 2553.78 ms [2021-01-21 22:10:32 main:574] : INFO : Epoch 1564 | loss: 0.0312225 | val_loss: 0.0312201 | Time: 2547.39 ms [2021-01-21 22:10:35 main:574] : INFO : Epoch 1565 | loss: 0.0312219 | val_loss: 0.0312193 | Time: 2535.51 ms [2021-01-21 22:10:38 main:574] : INFO : Epoch 1566 | loss: 0.0312181 | val_loss: 0.031221 | Time: 2603.55 ms [2021-01-21 22:10:40 main:574] : INFO : Epoch 1567 | loss: 0.0312184 | val_loss: 0.031219 | Time: 2556.63 ms [2021-01-21 22:10:43 main:574] : INFO : Epoch 1568 | loss: 0.0312174 | val_loss: 0.0312248 | Time: 2548.4 ms [2021-01-21 22:10:46 main:574] : INFO : Epoch 1569 | loss: 0.0312186 | val_loss: 0.0312247 | Time: 2565.14 ms [2021-01-21 22:10:48 main:574] : INFO : Epoch 1570 | loss: 0.0312188 | val_loss: 0.031221 | Time: 2624.96 ms [2021-01-21 22:10:51 main:574] : INFO : Epoch 1571 | loss: 0.0312173 | val_loss: 0.0312203 | Time: 2543.18 ms [2021-01-21 22:10:53 main:574] : INFO : Epoch 1572 | loss: 0.031217 | val_loss: 0.0312205 | Time: 2564.5 ms [2021-01-21 22:10:56 main:574] : INFO : Epoch 1573 | loss: 0.0312191 | val_loss: 0.0312215 | Time: 2593.1 ms [2021-01-21 22:10:59 main:574] : INFO : Epoch 1574 | loss: 0.0312174 | val_loss: 0.0312343 | Time: 2599.91 ms [2021-01-21 22:11:01 main:574] : INFO : Epoch 1575 | loss: 0.0312191 | val_loss: 0.0312251 | Time: 2570.74 ms [2021-01-21 22:11:04 main:574] : INFO : Epoch 1576 | loss: 0.0312193 | val_loss: 0.0312292 | Time: 2536.58 ms [2021-01-21 22:11:07 main:574] : INFO : Epoch 1577 | loss: 0.0312205 | val_loss: 0.0312189 | Time: 2540.66 ms [2021-01-21 22:11:09 main:574] : INFO : Epoch 1578 | loss: 0.0312165 | val_loss: 0.0312193 | Time: 2575.77 ms [2021-01-21 22:11:12 main:574] : INFO : Epoch 1579 | loss: 0.0312181 | val_loss: 0.0312207 | Time: 2579.31 ms [2021-01-21 22:11:15 main:574] : INFO : Epoch 1580 | loss: 0.0312175 | val_loss: 0.0312194 | Time: 2551.49 ms [2021-01-21 22:11:17 main:574] : INFO : Epoch 1581 | loss: 0.0312175 | val_loss: 0.0312182 | Time: 2580.98 ms [2021-01-21 22:11:20 main:574] : INFO : Epoch 1582 | loss: 0.0312178 | val_loss: 0.0312232 | Time: 2571.96 ms [2021-01-21 22:11:22 main:574] : INFO : Epoch 1583 | loss: 0.0312201 | val_loss: 0.0312214 | Time: 2578.07 ms [2021-01-21 22:11:25 main:574] : INFO : Epoch 1584 | loss: 0.0312194 | val_loss: 0.0312211 | Time: 2548.07 ms [2021-01-21 22:11:28 main:574] : INFO : Epoch 1585 | loss: 0.0312181 | val_loss: 0.0312224 | Time: 2566.75 ms [2021-01-21 22:11:30 main:574] : INFO : Epoch 1586 | loss: 0.0312204 | val_loss: 0.0312235 | Time: 2593.46 ms [2021-01-21 22:11:33 main:574] : INFO : Epoch 1587 | loss: 0.0312199 | val_loss: 0.0312199 | Time: 2534.04 ms [2021-01-21 22:11:36 main:574] : INFO : Epoch 1588 | loss: 0.0312173 | val_loss: 0.0312232 | Time: 2538.57 ms [2021-01-21 22:11:38 main:574] : INFO : Epoch 1589 | loss: 0.031218 | val_loss: 0.0312194 | Time: 2609.29 ms [2021-01-21 22:11:41 main:574] : INFO : Epoch 1590 | loss: 0.0312178 | val_loss: 0.0312207 | Time: 2583.51 ms [2021-01-21 22:11:44 main:574] : INFO : Epoch 1591 | loss: 0.0312183 | val_loss: 0.0312207 | Time: 2624.37 ms [2021-01-21 22:11:46 main:574] : INFO : Epoch 1592 | loss: 0.0312194 | val_loss: 0.0312208 | Time: 2587.55 ms [2021-01-21 22:11:49 main:574] : INFO : Epoch 1593 | loss: 0.0312207 | val_loss: 0.0312202 | Time: 2533.84 ms [2021-01-21 22:11:51 main:574] : INFO : Epoch 1594 | loss: 0.0312176 | val_loss: 0.0312215 | Time: 2623.07 ms [2021-01-21 22:11:54 main:574] : INFO : Epoch 1595 | loss: 0.0312184 | val_loss: 0.0312206 | Time: 2555.34 ms [2021-01-21 22:11:57 main:574] : INFO : Epoch 1596 | loss: 0.0312186 | val_loss: 0.0312204 | Time: 2548.27 ms [2021-01-21 22:11:59 main:574] : INFO : Epoch 1597 | loss: 0.0312196 | val_loss: 0.0312212 | Time: 2556.61 ms [2021-01-21 22:12:02 main:574] : INFO : Epoch 1598 | loss: 0.0312175 | val_loss: 0.0312212 | Time: 2566.3 ms [2021-01-21 22:12:05 main:574] : INFO : Epoch 1599 | loss: 0.0312183 | val_loss: 0.0312207 | Time: 2575.05 ms [2021-01-21 22:12:07 main:574] : INFO : Epoch 1600 | loss: 0.0312169 | val_loss: 0.0312199 | Time: 2598.85 ms [2021-01-21 22:12:10 main:574] : INFO : Epoch 1601 | loss: 0.0312176 | val_loss: 0.0312196 | Time: 2573.87 ms [2021-01-21 22:12:13 main:574] : INFO : Epoch 1602 | loss: 0.0312188 | val_loss: 0.0312209 | Time: 2609.42 ms [2021-01-21 22:12:15 main:574] : INFO : Epoch 1603 | loss: 0.0312221 | val_loss: 0.0312411 | Time: 2572.81 ms [2021-01-21 22:12:18 main:574] : INFO : Epoch 1604 | loss: 0.0312219 | val_loss: 0.0312202 | Time: 2583.54 ms [2021-01-21 22:12:21 main:574] : INFO : Epoch 1605 | loss: 0.0312188 | val_loss: 0.0312237 | Time: 2616.01 ms [2021-01-21 22:12:23 main:574] : INFO : Epoch 1606 | loss: 0.0312176 | val_loss: 0.0312199 | Time: 2529.72 ms [2021-01-21 22:12:26 main:574] : INFO : Epoch 1607 | loss: 0.0312171 | val_loss: 0.0312188 | Time: 2551.51 ms [2021-01-21 22:12:29 main:574] : INFO : Epoch 1608 | loss: 0.0312191 | val_loss: 0.0312192 | Time: 2579.77 ms [2021-01-21 22:12:31 main:574] : INFO : Epoch 1609 | loss: 0.0312163 | val_loss: 0.0312224 | Time: 2539.9 ms [2021-01-21 22:12:34 main:574] : INFO : Epoch 1610 | loss: 0.0312175 | val_loss: 0.0312235 | Time: 2576.74 ms [2021-01-21 22:12:36 main:574] : INFO : Epoch 1611 | loss: 0.0312171 | val_loss: 0.0312189 | Time: 2584.25 ms [2021-01-21 22:12:39 main:574] : INFO : Epoch 1612 | loss: 0.0312165 | val_loss: 0.0312187 | Time: 2529.22 ms [2021-01-21 22:12:42 main:574] : INFO : Epoch 1613 | loss: 0.031219 | val_loss: 0.0312205 | Time: 2596.38 ms [2021-01-21 22:12:44 main:574] : INFO : Epoch 1614 | loss: 0.0312166 | val_loss: 0.0312194 | Time: 2583.54 ms [2021-01-21 22:12:47 main:574] : INFO : Epoch 1615 | loss: 0.0312207 | val_loss: 0.031225 | Time: 2584.79 ms [2021-01-21 22:12:50 main:574] : INFO : Epoch 1616 | loss: 0.0312169 | val_loss: 0.0312208 | Time: 2530.33 ms [2021-01-21 22:12:52 main:574] : INFO : Epoch 1617 | loss: 0.031216 | val_loss: 0.0312183 | Time: 2559.09 ms [2021-01-21 22:12:55 main:574] : INFO : Epoch 1618 | loss: 0.0312149 | val_loss: 0.0312192 | Time: 2529.17 ms [2021-01-21 22:12:57 main:574] : INFO : Epoch 1619 | loss: 0.0312157 | val_loss: 0.0312217 | Time: 2529.66 ms [2021-01-21 22:13:00 main:574] : INFO : Epoch 1620 | loss: 0.0312186 | val_loss: 0.0312212 | Time: 2530.11 ms [2021-01-21 22:13:03 main:574] : INFO : Epoch 1621 | loss: 0.0312151 | val_loss: 0.0312185 | Time: 2592.67 ms [2021-01-21 22:13:05 main:574] : INFO : Epoch 1622 | loss: 0.0312157 | val_loss: 0.0312185 | Time: 2544.25 ms [2021-01-21 22:13:08 main:574] : INFO : Epoch 1623 | loss: 0.0312165 | val_loss: 0.0312217 | Time: 2563.89 ms [2021-01-21 22:13:11 main:574] : INFO : Epoch 1624 | loss: 0.0312186 | val_loss: 0.0312207 | Time: 2586.3 ms [2021-01-21 22:13:13 main:574] : INFO : Epoch 1625 | loss: 0.0312162 | val_loss: 0.0312179 | Time: 2553.95 ms [2021-01-21 22:13:16 main:574] : INFO : Epoch 1626 | loss: 0.0312155 | val_loss: 0.0312258 | Time: 2530.24 ms [2021-01-21 22:13:18 main:574] : INFO : Epoch 1627 | loss: 0.0312219 | val_loss: 0.0312222 | Time: 2581.82 ms [2021-01-21 22:13:21 main:574] : INFO : Epoch 1628 | loss: 0.0312207 | val_loss: 0.0312216 | Time: 2582.37 ms [2021-01-21 22:13:24 main:574] : INFO : Epoch 1629 | loss: 0.0312234 | val_loss: 0.0312336 | Time: 2572.44 ms [2021-01-21 22:13:26 main:574] : INFO : Epoch 1630 | loss: 0.0312227 | val_loss: 0.031221 | Time: 2604.28 ms [2021-01-21 22:13:29 main:574] : INFO : Epoch 1631 | loss: 0.0312241 | val_loss: 0.031226 | Time: 2574.24 ms [2021-01-21 22:13:32 main:574] : INFO : Epoch 1632 | loss: 0.0312214 | val_loss: 0.0312214 | Time: 2581.31 ms [2021-01-21 22:13:34 main:574] : INFO : Epoch 1633 | loss: 0.031219 | val_loss: 0.0312198 | Time: 2590.9 ms [2021-01-21 22:13:37 main:574] : INFO : Epoch 1634 | loss: 0.0312204 | val_loss: 0.0312247 | Time: 2592.43 ms [2021-01-21 22:13:40 main:574] : INFO : Epoch 1635 | loss: 0.0312216 | val_loss: 0.0312197 | Time: 2634.25 ms [2021-01-21 22:13:42 main:574] : INFO : Epoch 1636 | loss: 0.0312167 | val_loss: 0.0312198 | Time: 2602.63 ms [2021-01-21 22:13:45 main:574] : INFO : Epoch 1637 | loss: 0.031218 | val_loss: 0.031221 | Time: 2610.14 ms [2021-01-21 22:13:48 main:574] : INFO : Epoch 1638 | loss: 0.031218 | val_loss: 0.031219 | Time: 2602.3 ms [2021-01-21 22:13:51 main:574] : INFO : Epoch 1639 | loss: 0.0312173 | val_loss: 0.0312214 | Time: 2561 ms [2021-01-21 22:13:53 main:574] : INFO : Epoch 1640 | loss: 0.0312178 | val_loss: 0.031221 | Time: 2576.25 ms [2021-01-21 22:13:56 main:574] : INFO : Epoch 1641 | loss: 0.0312186 | val_loss: 0.0312212 | Time: 2534.27 ms [2021-01-21 22:13:58 main:574] : INFO : Epoch 1642 | loss: 0.0312178 | val_loss: 0.0312196 | Time: 2555.79 ms [2021-01-21 22:14:01 main:574] : INFO : Epoch 1643 | loss: 0.0312175 | val_loss: 0.0312214 | Time: 2535.92 ms [2021-01-21 22:14:04 main:574] : INFO : Epoch 1644 | loss: 0.03122 | val_loss: 0.0312207 | Time: 2533.57 ms [2021-01-21 22:14:06 main:574] : INFO : Epoch 1645 | loss: 0.0312195 | val_loss: 0.03122 | Time: 2531.61 ms [2021-01-21 22:14:09 main:574] : INFO : Epoch 1646 | loss: 0.0312186 | val_loss: 0.0312208 | Time: 2606.75 ms [2021-01-21 22:14:11 main:574] : INFO : Epoch 1647 | loss: 0.0312194 | val_loss: 0.0312231 | Time: 2594.43 ms [2021-01-21 22:14:14 main:574] : INFO : Epoch 1648 | loss: 0.0312169 | val_loss: 0.0312191 | Time: 2531.94 ms [2021-01-21 22:14:17 main:574] : INFO : Epoch 1649 | loss: 0.0312169 | val_loss: 0.0312211 | Time: 2556.47 ms [2021-01-21 22:14:19 main:574] : INFO : Epoch 1650 | loss: 0.0312157 | val_loss: 0.0312192 | Time: 2608.85 ms [2021-01-21 22:14:22 main:574] : INFO : Epoch 1651 | loss: 0.031216 | val_loss: 0.0312199 | Time: 2528.48 ms [2021-01-21 22:14:25 main:574] : INFO : Epoch 1652 | loss: 0.0312173 | val_loss: 0.0312205 | Time: 2593.36 ms [2021-01-21 22:14:27 main:574] : INFO : Epoch 1653 | loss: 0.0312168 | val_loss: 0.0312223 | Time: 2545.12 ms [2021-01-21 22:14:30 main:574] : INFO : Epoch 1654 | loss: 0.0312175 | val_loss: 0.0312222 | Time: 2580.02 ms [2021-01-21 22:14:33 main:574] : INFO : Epoch 1655 | loss: 0.0312176 | val_loss: 0.0312237 | Time: 2538.65 ms [2021-01-21 22:14:35 main:574] : INFO : Epoch 1656 | loss: 0.0312189 | val_loss: 0.0312197 | Time: 2537.36 ms [2021-01-21 22:14:38 main:574] : INFO : Epoch 1657 | loss: 0.0312188 | val_loss: 0.0312244 | Time: 2562.27 ms [2021-01-21 22:14:40 main:574] : INFO : Epoch 1658 | loss: 0.031218 | val_loss: 0.0312212 | Time: 2557.34 ms [2021-01-21 22:14:43 main:574] : INFO : Epoch 1659 | loss: 0.031217 | val_loss: 0.0312188 | Time: 2575.7 ms [2021-01-21 22:14:46 main:574] : INFO : Epoch 1660 | loss: 0.031217 | val_loss: 0.0312227 | Time: 2600.6 ms [2021-01-21 22:14:48 main:574] : INFO : Epoch 1661 | loss: 0.0312205 | val_loss: 0.0312225 | Time: 2602.55 ms [2021-01-21 22:14:51 main:574] : INFO : Epoch 1662 | loss: 0.0312175 | val_loss: 0.0312189 | Time: 2559.43 ms [2021-01-21 22:14:54 main:574] : INFO : Epoch 1663 | loss: 0.0312176 | val_loss: 0.0312187 | Time: 2558.57 ms [2021-01-21 22:14:56 main:574] : INFO : Epoch 1664 | loss: 0.0312211 | val_loss: 0.031222 | Time: 2532.18 ms [2021-01-21 22:14:59 main:574] : INFO : Epoch 1665 | loss: 0.031217 | val_loss: 0.0312183 | Time: 2528.01 ms [2021-01-21 22:15:01 main:574] : INFO : Epoch 1666 | loss: 0.0312175 | val_loss: 0.031223 | Time: 2557.88 ms [2021-01-21 22:15:04 main:574] : INFO : Epoch 1667 | loss: 0.0312209 | val_loss: 0.0312237 | Time: 2532 ms [2021-01-21 22:15:06 main:574] : INFO : Epoch 1668 | loss: 0.0312209 | val_loss: 0.0312246 | Time: 2610.03 ms [2021-01-21 22:15:09 main:574] : INFO : Epoch 1669 | loss: 0.0312169 | val_loss: 0.0312195 | Time: 2532.1 ms [2021-01-21 22:15:12 main:574] : INFO : Epoch 1670 | loss: 0.031215 | val_loss: 0.0312181 | Time: 2606.31 ms [2021-01-21 22:15:14 main:574] : INFO : Epoch 1671 | loss: 0.031223 | val_loss: 0.0312216 | Time: 2529.78 ms [2021-01-21 22:15:17 main:574] : INFO : Epoch 1672 | loss: 0.0312201 | val_loss: 0.0312196 | Time: 2538.7 ms [2021-01-21 22:15:20 main:574] : INFO : Epoch 1673 | loss: 0.031219 | val_loss: 0.0312197 | Time: 2573.92 ms [2021-01-21 22:15:22 main:574] : INFO : Epoch 1674 | loss: 0.0312176 | val_loss: 0.0312189 | Time: 2531.18 ms [2021-01-21 22:15:25 main:574] : INFO : Epoch 1675 | loss: 0.0312184 | val_loss: 0.0312217 | Time: 2580.44 ms [2021-01-21 22:15:28 main:574] : INFO : Epoch 1676 | loss: 0.0312171 | val_loss: 0.0312176 | Time: 2576.24 ms [2021-01-21 22:15:30 main:574] : INFO : Epoch 1677 | loss: 0.0312154 | val_loss: 0.031218 | Time: 2566.34 ms [2021-01-21 22:15:33 main:574] : INFO : Epoch 1678 | loss: 0.0312164 | val_loss: 0.0312221 | Time: 2586.49 ms [2021-01-21 22:15:35 main:574] : INFO : Epoch 1679 | loss: 0.0312172 | val_loss: 0.031219 | Time: 2528.34 ms [2021-01-21 22:15:38 main:574] : INFO : Epoch 1680 | loss: 0.0312159 | val_loss: 0.0312208 | Time: 2546.04 ms [2021-01-21 22:15:41 main:574] : INFO : Epoch 1681 | loss: 0.0312174 | val_loss: 0.03122 | Time: 2584.18 ms [2021-01-21 22:15:43 main:574] : INFO : Epoch 1682 | loss: 0.0312136 | val_loss: 0.0312177 | Time: 2621.24 ms [2021-01-21 22:15:46 main:574] : INFO : Epoch 1683 | loss: 0.0312158 | val_loss: 0.0312281 | Time: 2548.98 ms [2021-01-21 22:15:49 main:574] : INFO : Epoch 1684 | loss: 0.0312169 | val_loss: 0.0312185 | Time: 2557.78 ms [2021-01-21 22:15:51 main:574] : INFO : Epoch 1685 | loss: 0.031215 | val_loss: 0.0312178 | Time: 2593.65 ms [2021-01-21 22:15:54 main:574] : INFO : Epoch 1686 | loss: 0.0312159 | val_loss: 0.0312251 | Time: 2589.26 ms [2021-01-21 22:15:57 main:574] : INFO : Epoch 1687 | loss: 0.0312162 | val_loss: 0.0312198 | Time: 2576.2 ms [2021-01-21 22:15:59 main:574] : INFO : Epoch 1688 | loss: 0.031219 | val_loss: 0.0312208 | Time: 2535.42 ms [2021-01-21 22:16:02 main:574] : INFO : Epoch 1689 | loss: 0.0312207 | val_loss: 0.0312231 | Time: 2577.19 ms [2021-01-21 22:16:05 main:574] : INFO : Epoch 1690 | loss: 0.0312162 | val_loss: 0.03122 | Time: 2562.13 ms [2021-01-21 22:16:07 main:574] : INFO : Epoch 1691 | loss: 0.0312178 | val_loss: 0.0312225 | Time: 2559.99 ms [2021-01-21 22:16:10 main:574] : INFO : Epoch 1692 | loss: 0.0312179 | val_loss: 0.0312188 | Time: 2528.96 ms [2021-01-21 22:16:12 main:574] : INFO : Epoch 1693 | loss: 0.0312144 | val_loss: 0.0312197 | Time: 2557.8 ms [2021-01-21 22:16:15 main:574] : INFO : Epoch 1694 | loss: 0.0312174 | val_loss: 0.0312297 | Time: 2554.51 ms [2021-01-21 22:16:17 main:574] : INFO : Epoch 1695 | loss: 0.0312255 | val_loss: 0.0312247 | Time: 2532.79 ms [2021-01-21 22:16:20 main:574] : INFO : Epoch 1696 | loss: 0.0312226 | val_loss: 0.0312221 | Time: 2583.94 ms [2021-01-21 22:16:23 main:574] : INFO : Epoch 1697 | loss: 0.0312207 | val_loss: 0.0312265 | Time: 2579.24 ms [2021-01-21 22:16:25 main:574] : INFO : Epoch 1698 | loss: 0.031222 | val_loss: 0.0312303 | Time: 2532.72 ms [2021-01-21 22:16:28 main:574] : INFO : Epoch 1699 | loss: 0.031225 | val_loss: 0.031233 | Time: 2549.43 ms [2021-01-21 22:16:31 main:574] : INFO : Epoch 1700 | loss: 0.0312214 | val_loss: 0.0312239 | Time: 2560.7 ms [2021-01-21 22:16:33 main:574] : INFO : Epoch 1701 | loss: 0.0312177 | val_loss: 0.0312264 | Time: 2582.69 ms [2021-01-21 22:16:36 main:574] : INFO : Epoch 1702 | loss: 0.0312207 | val_loss: 0.0312406 | Time: 2609.73 ms [2021-01-21 22:16:38 main:574] : INFO : Epoch 1703 | loss: 0.031222 | val_loss: 0.0312228 | Time: 2582 ms [2021-01-21 22:16:41 main:574] : INFO : Epoch 1704 | loss: 0.0312163 | val_loss: 0.0312243 | Time: 2601.33 ms [2021-01-21 22:16:44 main:574] : INFO : Epoch 1705 | loss: 0.0312157 | val_loss: 0.0312206 | Time: 2550.62 ms [2021-01-21 22:16:46 main:574] : INFO : Epoch 1706 | loss: 0.0312148 | val_loss: 0.0312201 | Time: 2535.43 ms [2021-01-21 22:16:49 main:574] : INFO : Epoch 1707 | loss: 0.0312156 | val_loss: 0.0312234 | Time: 2574.53 ms [2021-01-21 22:16:52 main:574] : INFO : Epoch 1708 | loss: 0.0312187 | val_loss: 0.0312326 | Time: 2618.88 ms [2021-01-21 22:16:54 main:574] : INFO : Epoch 1709 | loss: 0.0312229 | val_loss: 0.0312254 | Time: 2576.92 ms [2021-01-21 22:16:57 main:574] : INFO : Epoch 1710 | loss: 0.031218 | val_loss: 0.0312208 | Time: 2608.9 ms [2021-01-21 22:17:00 main:574] : INFO : Epoch 1711 | loss: 0.0312166 | val_loss: 0.0312203 | Time: 2563.85 ms [2021-01-21 22:17:02 main:574] : INFO : Epoch 1712 | loss: 0.0312172 | val_loss: 0.0312219 | Time: 2558.4 ms [2021-01-21 22:17:05 main:574] : INFO : Epoch 1713 | loss: 0.0312169 | val_loss: 0.0312197 | Time: 2569.95 ms [2021-01-21 22:17:08 main:574] : INFO : Epoch 1714 | loss: 0.0312157 | val_loss: 0.0312219 | Time: 2640.91 ms [2021-01-21 22:17:10 main:574] : INFO : Epoch 1715 | loss: 0.0312167 | val_loss: 0.031225 | Time: 2597.31 ms [2021-01-21 22:17:13 main:574] : INFO : Epoch 1716 | loss: 0.0312218 | val_loss: 0.0312266 | Time: 2641.82 ms [2021-01-21 22:17:16 main:574] : INFO : Epoch 1717 | loss: 0.0312203 | val_loss: 0.0312235 | Time: 2697.54 ms [2021-01-21 22:17:18 main:574] : INFO : Epoch 1718 | loss: 0.0312175 | val_loss: 0.0312225 | Time: 2572.4 ms [2021-01-21 22:17:21 main:574] : INFO : Epoch 1719 | loss: 0.0312225 | val_loss: 0.031222 | Time: 2615.87 ms [2021-01-21 22:17:24 main:574] : INFO : Epoch 1720 | loss: 0.0312179 | val_loss: 0.0312202 | Time: 2584.34 ms [2021-01-21 22:17:26 main:574] : INFO : Epoch 1721 | loss: 0.0312163 | val_loss: 0.0312227 | Time: 2568.6 ms [2021-01-21 22:17:29 main:574] : INFO : Epoch 1722 | loss: 0.0312174 | val_loss: 0.0312202 | Time: 2564.09 ms [2021-01-21 22:17:32 main:574] : INFO : Epoch 1723 | loss: 0.0312166 | val_loss: 0.0312195 | Time: 2639.83 ms [2021-01-21 22:17:34 main:574] : INFO : Epoch 1724 | loss: 0.0312181 | val_loss: 0.0312241 | Time: 2529.74 ms [2021-01-21 22:17:37 main:574] : INFO : Epoch 1725 | loss: 0.0312154 | val_loss: 0.0312201 | Time: 2534.37 ms [2021-01-21 22:17:40 main:574] : INFO : Epoch 1726 | loss: 0.0312143 | val_loss: 0.0312188 | Time: 2597.29 ms [2021-01-21 22:17:42 main:574] : INFO : Epoch 1727 | loss: 0.0312148 | val_loss: 0.0312204 | Time: 2580.99 ms [2021-01-21 22:17:45 main:574] : INFO : Epoch 1728 | loss: 0.0312152 | val_loss: 0.0312258 | Time: 2567.37 ms [2021-01-21 22:17:47 main:574] : INFO : Epoch 1729 | loss: 0.0312177 | val_loss: 0.0312189 | Time: 2542.86 ms [2021-01-21 22:17:50 main:574] : INFO : Epoch 1730 | loss: 0.0312145 | val_loss: 0.0312197 | Time: 2577.59 ms [2021-01-21 22:17:53 main:574] : INFO : Epoch 1731 | loss: 0.0312138 | val_loss: 0.0312195 | Time: 2641.76 ms [2021-01-21 22:17:56 main:574] : INFO : Epoch 1732 | loss: 0.0312132 | val_loss: 0.0312217 | Time: 2622.88 ms [2021-01-21 22:17:58 main:574] : INFO : Epoch 1733 | loss: 0.0312129 | val_loss: 0.0312191 | Time: 2593.08 ms [2021-01-21 22:18:01 main:574] : INFO : Epoch 1734 | loss: 0.0312146 | val_loss: 0.031226 | Time: 2628.85 ms [2021-01-21 22:18:04 main:574] : INFO : Epoch 1735 | loss: 0.0312221 | val_loss: 0.0312268 | Time: 2641.8 ms [2021-01-21 22:18:06 main:574] : INFO : Epoch 1736 | loss: 0.0312225 | val_loss: 0.0312229 | Time: 2580.54 ms [2021-01-21 22:18:09 main:574] : INFO : Epoch 1737 | loss: 0.0312166 | val_loss: 0.0312238 | Time: 2625.42 ms [2021-01-21 22:18:12 main:574] : INFO : Epoch 1738 | loss: 0.0312148 | val_loss: 0.0312202 | Time: 2537.37 ms [2021-01-21 22:18:14 main:574] : INFO : Epoch 1739 | loss: 0.0312141 | val_loss: 0.0312195 | Time: 2573.73 ms [2021-01-21 22:18:17 main:574] : INFO : Epoch 1740 | loss: 0.031215 | val_loss: 0.0312222 | Time: 2581.69 ms [2021-01-21 22:18:19 main:574] : INFO : Epoch 1741 | loss: 0.0312175 | val_loss: 0.0312207 | Time: 2532.32 ms [2021-01-21 22:18:22 main:574] : INFO : Epoch 1742 | loss: 0.0312161 | val_loss: 0.0312277 | Time: 2637.76 ms [2021-01-21 22:18:25 main:574] : INFO : Epoch 1743 | loss: 0.0312169 | val_loss: 0.0312236 | Time: 2593.4 ms [2021-01-21 22:18:27 main:574] : INFO : Epoch 1744 | loss: 0.0312162 | val_loss: 0.0312212 | Time: 2575.28 ms [2021-01-21 22:18:30 main:574] : INFO : Epoch 1745 | loss: 0.0312138 | val_loss: 0.0312231 | Time: 2531.25 ms [2021-01-21 22:18:32 main:574] : INFO : Epoch 1746 | loss: 0.0312162 | val_loss: 0.0312215 | Time: 2535.32 ms [2021-01-21 22:18:35 main:574] : INFO : Epoch 1747 | loss: 0.0312137 | val_loss: 0.0312193 | Time: 2576.28 ms [2021-01-21 22:18:38 main:574] : INFO : Epoch 1748 | loss: 0.0312137 | val_loss: 0.0312194 | Time: 2571.36 ms [2021-01-21 22:18:40 main:574] : INFO : Epoch 1749 | loss: 0.0312171 | val_loss: 0.0312313 | Time: 2533.4 ms [2021-01-21 22:18:43 main:574] : INFO : Epoch 1750 | loss: 0.0312167 | val_loss: 0.0312187 | Time: 2586.99 ms [2021-01-21 22:18:46 main:574] : INFO : Epoch 1751 | loss: 0.0312132 | val_loss: 0.0312189 | Time: 2530.16 ms [2021-01-21 22:18:48 main:574] : INFO : Epoch 1752 | loss: 0.0312122 | val_loss: 0.031218 | Time: 2543.99 ms [2021-01-21 22:18:51 main:574] : INFO : Epoch 1753 | loss: 0.0312121 | val_loss: 0.0312182 | Time: 2585.86 ms [2021-01-21 22:18:54 main:574] : INFO : Epoch 1754 | loss: 0.0312131 | val_loss: 0.031224 | Time: 2557.72 ms [2021-01-21 22:18:56 main:574] : INFO : Epoch 1755 | loss: 0.0312146 | val_loss: 0.0312192 | Time: 2605.52 ms [2021-01-21 22:18:59 main:574] : INFO : Epoch 1756 | loss: 0.0312127 | val_loss: 0.0312187 | Time: 2561.18 ms [2021-01-21 22:19:01 main:574] : INFO : Epoch 1757 | loss: 0.0312123 | val_loss: 0.0312188 | Time: 2532.96 ms [2021-01-21 22:19:04 main:574] : INFO : Epoch 1758 | loss: 0.0312128 | val_loss: 0.0312185 | Time: 2556.29 ms [2021-01-21 22:19:07 main:574] : INFO : Epoch 1759 | loss: 0.0312137 | val_loss: 0.0312258 | Time: 2567.41 ms [2021-01-21 22:19:09 main:574] : INFO : Epoch 1760 | loss: 0.0312157 | val_loss: 0.0312208 | Time: 2562.02 ms [2021-01-21 22:19:12 main:574] : INFO : Epoch 1761 | loss: 0.031213 | val_loss: 0.0312182 | Time: 2578.31 ms [2021-01-21 22:19:15 main:574] : INFO : Epoch 1762 | loss: 0.031214 | val_loss: 0.0312239 | Time: 2612.28 ms [2021-01-21 22:19:17 main:574] : INFO : Epoch 1763 | loss: 0.0312155 | val_loss: 0.0312177 | Time: 2528.74 ms [2021-01-21 22:19:20 main:574] : INFO : Epoch 1764 | loss: 0.0312122 | val_loss: 0.031218 | Time: 2579.1 ms [2021-01-21 22:19:23 main:574] : INFO : Epoch 1765 | loss: 0.0312137 | val_loss: 0.0312182 | Time: 2544.33 ms [2021-01-21 22:19:25 main:574] : INFO : Epoch 1766 | loss: 0.031219 | val_loss: 0.0312322 | Time: 2562.14 ms [2021-01-21 22:19:28 main:574] : INFO : Epoch 1767 | loss: 0.0312165 | val_loss: 0.0312211 | Time: 2584.7 ms [2021-01-21 22:19:30 main:574] : INFO : Epoch 1768 | loss: 0.0312122 | val_loss: 0.0312179 | Time: 2556.68 ms [2021-01-21 22:19:33 main:574] : INFO : Epoch 1769 | loss: 0.0312129 | val_loss: 0.0312186 | Time: 2563.53 ms [2021-01-21 22:19:36 main:574] : INFO : Epoch 1770 | loss: 0.0312125 | val_loss: 0.0312189 | Time: 2574.32 ms [2021-01-21 22:19:38 main:574] : INFO : Epoch 1771 | loss: 0.0312122 | val_loss: 0.0312184 | Time: 2575.98 ms [2021-01-21 22:19:41 main:574] : INFO : Epoch 1772 | loss: 0.0312125 | val_loss: 0.0312181 | Time: 2593.78 ms [2021-01-21 22:19:44 main:574] : INFO : Epoch 1773 | loss: 0.0312126 | val_loss: 0.0312195 | Time: 2564.44 ms [2021-01-21 22:19:46 main:574] : INFO : Epoch 1774 | loss: 0.031219 | val_loss: 0.0312193 | Time: 2559.85 ms [2021-01-21 22:19:49 main:574] : INFO : Epoch 1775 | loss: 0.0312155 | val_loss: 0.0312174 | Time: 2631.51 ms [2021-01-21 22:19:52 main:574] : INFO : Epoch 1776 | loss: 0.0312154 | val_loss: 0.0312217 | Time: 2562.65 ms [2021-01-21 22:19:54 main:574] : INFO : Epoch 1777 | loss: 0.0312162 | val_loss: 0.0312207 | Time: 2583.24 ms [2021-01-21 22:19:57 main:574] : INFO : Epoch 1778 | loss: 0.031215 | val_loss: 0.0312202 | Time: 2557.11 ms [2021-01-21 22:19:59 main:574] : INFO : Epoch 1779 | loss: 0.0312131 | val_loss: 0.0312193 | Time: 2558.27 ms [2021-01-21 22:20:02 main:574] : INFO : Epoch 1780 | loss: 0.0312138 | val_loss: 0.0312291 | Time: 2533.71 ms [2021-01-21 22:20:05 main:574] : INFO : Epoch 1781 | loss: 0.0312157 | val_loss: 0.0312185 | Time: 2580.48 ms [2021-01-21 22:20:07 main:574] : INFO : Epoch 1782 | loss: 0.0312156 | val_loss: 0.0312251 | Time: 2536.25 ms [2021-01-21 22:20:10 main:574] : INFO : Epoch 1783 | loss: 0.0312148 | val_loss: 0.0312195 | Time: 2546.59 ms [2021-01-21 22:20:12 main:574] : INFO : Epoch 1784 | loss: 0.0312137 | val_loss: 0.0312186 | Time: 2593 ms [2021-01-21 22:20:15 main:574] : INFO : Epoch 1785 | loss: 0.0312126 | val_loss: 0.0312185 | Time: 2579.69 ms [2021-01-21 22:20:18 main:574] : INFO : Epoch 1786 | loss: 0.0312112 | val_loss: 0.0312162 | Time: 2579.61 ms [2021-01-21 22:20:20 main:574] : INFO : Epoch 1787 | loss: 0.0312115 | val_loss: 0.0312174 | Time: 2565 ms [2021-01-21 22:20:23 main:574] : INFO : Epoch 1788 | loss: 0.0312152 | val_loss: 0.031217 | Time: 2527.16 ms [2021-01-21 22:20:26 main:574] : INFO : Epoch 1789 | loss: 0.0312138 | val_loss: 0.0312207 | Time: 2558.02 ms [2021-01-21 22:20:28 main:574] : INFO : Epoch 1790 | loss: 0.0312145 | val_loss: 0.0312261 | Time: 2529.42 ms [2021-01-21 22:20:31 main:574] : INFO : Epoch 1791 | loss: 0.0312151 | val_loss: 0.0312164 | Time: 2604.02 ms [2021-01-21 22:20:33 main:574] : INFO : Epoch 1792 | loss: 0.0312131 | val_loss: 0.031217 | Time: 2573.07 ms [2021-01-21 22:20:36 main:574] : INFO : Epoch 1793 | loss: 0.0312138 | val_loss: 0.0312193 | Time: 2591.26 ms [2021-01-21 22:20:39 main:574] : INFO : Epoch 1794 | loss: 0.0312128 | val_loss: 0.031217 | Time: 2532.32 ms [2021-01-21 22:20:41 main:574] : INFO : Epoch 1795 | loss: 0.0312128 | val_loss: 0.0312178 | Time: 2535.46 ms [2021-01-21 22:20:44 main:574] : INFO : Epoch 1796 | loss: 0.0312129 | val_loss: 0.0312185 | Time: 2564.56 ms [2021-01-21 22:20:46 main:574] : INFO : Epoch 1797 | loss: 0.0312121 | val_loss: 0.0312175 | Time: 2553.78 ms [2021-01-21 22:20:49 main:574] : INFO : Epoch 1798 | loss: 0.0312124 | val_loss: 0.031218 | Time: 2534.12 ms [2021-01-21 22:20:52 main:574] : INFO : Epoch 1799 | loss: 0.031212 | val_loss: 0.0312196 | Time: 2584.04 ms [2021-01-21 22:20:54 main:574] : INFO : Epoch 1800 | loss: 0.0312156 | val_loss: 0.0312197 | Time: 2552.38 ms [2021-01-21 22:20:57 main:574] : INFO : Epoch 1801 | loss: 0.0312141 | val_loss: 0.0312167 | Time: 2529.3 ms [2021-01-21 22:21:00 main:574] : INFO : Epoch 1802 | loss: 0.031213 | val_loss: 0.0312191 | Time: 2579.84 ms [2021-01-21 22:21:02 main:574] : INFO : Epoch 1803 | loss: 0.0312132 | val_loss: 0.0312173 | Time: 2548.29 ms [2021-01-21 22:21:05 main:574] : INFO : Epoch 1804 | loss: 0.0312119 | val_loss: 0.0312196 | Time: 2546.24 ms [2021-01-21 22:21:08 main:574] : INFO : Epoch 1805 | loss: 0.0312144 | val_loss: 0.0312204 | Time: 2569.92 ms [2021-01-21 22:21:10 main:574] : INFO : Epoch 1806 | loss: 0.0312149 | val_loss: 0.0312211 | Time: 2543.78 ms [2021-01-21 22:21:13 main:574] : INFO : Epoch 1807 | loss: 0.0312175 | val_loss: 0.0312207 | Time: 2565.28 ms [2021-01-21 22:21:15 main:574] : INFO : Epoch 1808 | loss: 0.0312168 | val_loss: 0.0312203 | Time: 2612.7 ms [2021-01-21 22:21:18 main:574] : INFO : Epoch 1809 | loss: 0.0312213 | val_loss: 0.0312235 | Time: 2577.9 ms [2021-01-21 22:21:21 main:574] : INFO : Epoch 1810 | loss: 0.0312177 | val_loss: 0.0312204 | Time: 2595.35 ms [2021-01-21 22:21:23 main:574] : INFO : Epoch 1811 | loss: 0.0312158 | val_loss: 0.0312206 | Time: 2534.12 ms [2021-01-21 22:21:26 main:574] : INFO : Epoch 1812 | loss: 0.0312156 | val_loss: 0.0312189 | Time: 2541.63 ms [2021-01-21 22:21:28 main:574] : INFO : Epoch 1813 | loss: 0.0312146 | val_loss: 0.0312191 | Time: 2562.57 ms [2021-01-21 22:21:31 main:574] : INFO : Epoch 1814 | loss: 0.0312139 | val_loss: 0.0312194 | Time: 2563.29 ms [2021-01-21 22:21:34 main:574] : INFO : Epoch 1815 | loss: 0.0312129 | val_loss: 0.0312187 | Time: 2557.58 ms [2021-01-21 22:21:36 main:574] : INFO : Epoch 1816 | loss: 0.0312135 | val_loss: 0.0312177 | Time: 2557.87 ms [2021-01-21 22:21:39 main:574] : INFO : Epoch 1817 | loss: 0.0312133 | val_loss: 0.031218 | Time: 2554.66 ms [2021-01-21 22:21:42 main:574] : INFO : Epoch 1818 | loss: 0.0312143 | val_loss: 0.0312182 | Time: 2571.8 ms [2021-01-21 22:21:44 main:574] : INFO : Epoch 1819 | loss: 0.0312136 | val_loss: 0.0312235 | Time: 2577.05 ms [2021-01-21 22:21:47 main:574] : INFO : Epoch 1820 | loss: 0.0312148 | val_loss: 0.031225 | Time: 2583.43 ms [2021-01-21 22:21:50 main:574] : INFO : Epoch 1821 | loss: 0.0312149 | val_loss: 0.0312187 | Time: 2607.6 ms [2021-01-21 22:21:52 main:574] : INFO : Epoch 1822 | loss: 0.031215 | val_loss: 0.0312219 | Time: 2578.74 ms [2021-01-21 22:21:55 main:574] : INFO : Epoch 1823 | loss: 0.0312134 | val_loss: 0.0312243 | Time: 2591.18 ms [2021-01-21 22:21:58 main:574] : INFO : Epoch 1824 | loss: 0.0312142 | val_loss: 0.0312198 | Time: 2641.62 ms [2021-01-21 22:22:00 main:574] : INFO : Epoch 1825 | loss: 0.0312205 | val_loss: 0.0312232 | Time: 2626.59 ms [2021-01-21 22:22:03 main:574] : INFO : Epoch 1826 | loss: 0.0312163 | val_loss: 0.0312239 | Time: 2593.97 ms [2021-01-21 22:22:06 main:574] : INFO : Epoch 1827 | loss: 0.0312152 | val_loss: 0.031219 | Time: 2532.19 ms [2021-01-21 22:22:08 main:574] : INFO : Epoch 1828 | loss: 0.0312139 | val_loss: 0.0312191 | Time: 2536.24 ms [2021-01-21 22:22:11 main:574] : INFO : Epoch 1829 | loss: 0.0312138 | val_loss: 0.0312175 | Time: 2561.27 ms [2021-01-21 22:22:14 main:574] : INFO : Epoch 1830 | loss: 0.0312132 | val_loss: 0.0312202 | Time: 2601.59 ms [2021-01-21 22:22:16 main:574] : INFO : Epoch 1831 | loss: 0.0312129 | val_loss: 0.0312194 | Time: 2545.77 ms [2021-01-21 22:22:19 main:574] : INFO : Epoch 1832 | loss: 0.031213 | val_loss: 0.0312166 | Time: 2533.18 ms [2021-01-21 22:22:21 main:574] : INFO : Epoch 1833 | loss: 0.0312134 | val_loss: 0.0312192 | Time: 2542.54 ms [2021-01-21 22:22:24 main:574] : INFO : Epoch 1834 | loss: 0.031218 | val_loss: 0.0312282 | Time: 2563.36 ms [2021-01-21 22:22:27 main:574] : INFO : Epoch 1835 | loss: 0.0312176 | val_loss: 0.0312211 | Time: 2595.96 ms [2021-01-21 22:22:29 main:574] : INFO : Epoch 1836 | loss: 0.0312187 | val_loss: 0.0312176 | Time: 2644.94 ms [2021-01-21 22:22:32 main:574] : INFO : Epoch 1837 | loss: 0.0312181 | val_loss: 0.0312183 | Time: 2562.21 ms [2021-01-21 22:22:35 main:574] : INFO : Epoch 1838 | loss: 0.031216 | val_loss: 0.0312163 | Time: 2560.25 ms [2021-01-21 22:22:37 main:574] : INFO : Epoch 1839 | loss: 0.0312158 | val_loss: 0.0312157 | Time: 2573.38 ms [2021-01-21 22:22:40 main:574] : INFO : Epoch 1840 | loss: 0.0312169 | val_loss: 0.0312212 | Time: 2593.52 ms [2021-01-21 22:22:43 main:574] : INFO : Epoch 1841 | loss: 0.0312193 | val_loss: 0.0312171 | Time: 2551.93 ms [2021-01-21 22:22:45 main:574] : INFO : Epoch 1842 | loss: 0.0312192 | val_loss: 0.0312198 | Time: 2528.46 ms [2021-01-21 22:22:48 main:574] : INFO : Epoch 1843 | loss: 0.031216 | val_loss: 0.0312167 | Time: 2653.74 ms [2021-01-21 22:22:51 main:574] : INFO : Epoch 1844 | loss: 0.0312178 | val_loss: 0.0312236 | Time: 2556.3 ms [2021-01-21 22:22:53 main:574] : INFO : Epoch 1845 | loss: 0.0312192 | val_loss: 0.0312198 | Time: 2558.1 ms [2021-01-21 22:22:56 main:574] : INFO : Epoch 1846 | loss: 0.0312156 | val_loss: 0.0312174 | Time: 2578.33 ms [2021-01-21 22:22:58 main:574] : INFO : Epoch 1847 | loss: 0.0312164 | val_loss: 0.031219 | Time: 2551.68 ms [2021-01-21 22:23:01 main:574] : INFO : Epoch 1848 | loss: 0.031215 | val_loss: 0.0312157 | Time: 2621.76 ms [2021-01-21 22:23:04 main:574] : INFO : Epoch 1849 | loss: 0.0312139 | val_loss: 0.0312173 | Time: 2595.33 ms [2021-01-21 22:23:06 main:574] : INFO : Epoch 1850 | loss: 0.0312141 | val_loss: 0.0312165 | Time: 2566.18 ms [2021-01-21 22:23:09 main:574] : INFO : Epoch 1851 | loss: 0.0312146 | val_loss: 0.0312146 | Time: 2558.2 ms [2021-01-21 22:23:12 main:574] : INFO : Epoch 1852 | loss: 0.0312139 | val_loss: 0.0312152 | Time: 2562.42 ms [2021-01-21 22:23:14 main:574] : INFO : Epoch 1853 | loss: 0.0312136 | val_loss: 0.0312151 | Time: 2543.91 ms [2021-01-21 22:23:17 main:574] : INFO : Epoch 1854 | loss: 0.0312124 | val_loss: 0.0312164 | Time: 2566.09 ms [2021-01-21 22:23:20 main:574] : INFO : Epoch 1855 | loss: 0.031212 | val_loss: 0.0312144 | Time: 2570.27 ms [2021-01-21 22:23:22 main:574] : INFO : Epoch 1856 | loss: 0.0312118 | val_loss: 0.0312148 | Time: 2533.91 ms [2021-01-21 22:23:25 main:574] : INFO : Epoch 1857 | loss: 0.0312135 | val_loss: 0.0312142 | Time: 2582.86 ms [2021-01-21 22:23:27 main:574] : INFO : Epoch 1858 | loss: 0.0312138 | val_loss: 0.031214 | Time: 2635.55 ms [2021-01-21 22:23:30 main:574] : INFO : Epoch 1859 | loss: 0.0312142 | val_loss: 0.0312151 | Time: 2561.85 ms [2021-01-21 22:23:33 main:574] : INFO : Epoch 1860 | loss: 0.0312135 | val_loss: 0.0312201 | Time: 2632.75 ms [2021-01-21 22:23:35 main:574] : INFO : Epoch 1861 | loss: 0.031216 | val_loss: 0.0312187 | Time: 2572.28 ms [2021-01-21 22:23:38 main:574] : INFO : Epoch 1862 | loss: 0.0312168 | val_loss: 0.0312211 | Time: 2547.18 ms [2021-01-21 22:23:41 main:574] : INFO : Epoch 1863 | loss: 0.0312136 | val_loss: 0.0312142 | Time: 2597.05 ms [2021-01-21 22:23:43 main:574] : INFO : Epoch 1864 | loss: 0.0312153 | val_loss: 0.0312272 | Time: 2593.19 ms [2021-01-21 22:23:46 main:574] : INFO : Epoch 1865 | loss: 0.0312139 | val_loss: 0.0312151 | Time: 2582.44 ms [2021-01-21 22:23:49 main:574] : INFO : Epoch 1866 | loss: 0.0312134 | val_loss: 0.0312195 | Time: 2633.53 ms [2021-01-21 22:23:51 main:574] : INFO : Epoch 1867 | loss: 0.031212 | val_loss: 0.0312139 | Time: 2531.33 ms [2021-01-21 22:23:54 main:574] : INFO : Epoch 1868 | loss: 0.0312105 | val_loss: 0.0312142 | Time: 2554.41 ms [2021-01-21 22:23:57 main:574] : INFO : Epoch 1869 | loss: 0.0312148 | val_loss: 0.0312189 | Time: 2619.46 ms [2021-01-21 22:23:59 main:574] : INFO : Epoch 1870 | loss: 0.0312115 | val_loss: 0.0312133 | Time: 2549.15 ms [2021-01-21 22:24:02 main:574] : INFO : Epoch 1871 | loss: 0.0312107 | val_loss: 0.0312146 | Time: 2604.99 ms [2021-01-21 22:24:04 main:574] : INFO : Epoch 1872 | loss: 0.0312107 | val_loss: 0.031213 | Time: 2533.34 ms [2021-01-21 22:24:07 main:574] : INFO : Epoch 1873 | loss: 0.0312111 | val_loss: 0.0312188 | Time: 2536.99 ms [2021-01-21 22:24:10 main:574] : INFO : Epoch 1874 | loss: 0.0312107 | val_loss: 0.0312159 | Time: 2558.97 ms [2021-01-21 22:24:12 main:574] : INFO : Epoch 1875 | loss: 0.0312092 | val_loss: 0.031214 | Time: 2592.35 ms [2021-01-21 22:24:15 main:574] : INFO : Epoch 1876 | loss: 0.0312093 | val_loss: 0.0312161 | Time: 2622.26 ms [2021-01-21 22:24:18 main:574] : INFO : Epoch 1877 | loss: 0.0312102 | val_loss: 0.0312152 | Time: 2603.62 ms [2021-01-21 22:24:20 main:574] : INFO : Epoch 1878 | loss: 0.031213 | val_loss: 0.0312127 | Time: 2571.93 ms [2021-01-21 22:24:23 main:574] : INFO : Epoch 1879 | loss: 0.0312153 | val_loss: 0.0312172 | Time: 2641.02 ms [2021-01-21 22:24:26 main:574] : INFO : Epoch 1880 | loss: 0.0312123 | val_loss: 0.0312182 | Time: 2581.85 ms [2021-01-21 22:24:28 main:574] : INFO : Epoch 1881 | loss: 0.031216 | val_loss: 0.0312169 | Time: 2589.76 ms [2021-01-21 22:24:31 main:574] : INFO : Epoch 1882 | loss: 0.0312116 | val_loss: 0.031213 | Time: 2549.43 ms [2021-01-21 22:24:34 main:574] : INFO : Epoch 1883 | loss: 0.0312103 | val_loss: 0.0312135 | Time: 2609.41 ms [2021-01-21 22:24:36 main:574] : INFO : Epoch 1884 | loss: 0.0312127 | val_loss: 0.0312127 | Time: 2535.47 ms [2021-01-21 22:24:39 main:574] : INFO : Epoch 1885 | loss: 0.0312138 | val_loss: 0.0312147 | Time: 2536.76 ms [2021-01-21 22:24:42 main:574] : INFO : Epoch 1886 | loss: 0.0312106 | val_loss: 0.0312128 | Time: 2616.8 ms [2021-01-21 22:24:44 main:574] : INFO : Epoch 1887 | loss: 0.0312107 | val_loss: 0.0312137 | Time: 2607.36 ms [2021-01-21 22:24:47 main:574] : INFO : Epoch 1888 | loss: 0.0312103 | val_loss: 0.0312156 | Time: 2670.04 ms [2021-01-21 22:24:50 main:574] : INFO : Epoch 1889 | loss: 0.0312105 | val_loss: 0.0312152 | Time: 2563.28 ms [2021-01-21 22:24:52 main:574] : INFO : Epoch 1890 | loss: 0.0312099 | val_loss: 0.0312138 | Time: 2580.02 ms [2021-01-21 22:24:55 main:574] : INFO : Epoch 1891 | loss: 0.0312105 | val_loss: 0.0312136 | Time: 2592.24 ms [2021-01-21 22:24:58 main:574] : INFO : Epoch 1892 | loss: 0.0312107 | val_loss: 0.0312225 | Time: 2608.85 ms [2021-01-21 22:25:00 main:574] : INFO : Epoch 1893 | loss: 0.0312132 | val_loss: 0.0312152 | Time: 2565.02 ms [2021-01-21 22:25:03 main:574] : INFO : Epoch 1894 | loss: 0.0312106 | val_loss: 0.0312145 | Time: 2620.69 ms [2021-01-21 22:25:06 main:574] : INFO : Epoch 1895 | loss: 0.0312085 | val_loss: 0.0312122 | Time: 2614.97 ms [2021-01-21 22:25:08 main:574] : INFO : Epoch 1896 | loss: 0.0312104 | val_loss: 0.0312145 | Time: 2591.79 ms [2021-01-21 22:25:11 main:574] : INFO : Epoch 1897 | loss: 0.0312104 | val_loss: 0.0312182 | Time: 2573.79 ms [2021-01-21 22:25:14 main:574] : INFO : Epoch 1898 | loss: 0.0312097 | val_loss: 0.0312137 | Time: 2562.19 ms [2021-01-21 22:25:16 main:574] : INFO : Epoch 1899 | loss: 0.0312093 | val_loss: 0.031213 | Time: 2622.93 ms [2021-01-21 22:25:19 main:574] : INFO : Epoch 1900 | loss: 0.031212 | val_loss: 0.0312246 | Time: 2578.42 ms [2021-01-21 22:25:22 main:574] : INFO : Epoch 1901 | loss: 0.031209 | val_loss: 0.0312134 | Time: 2661.98 ms [2021-01-21 22:25:24 main:574] : INFO : Epoch 1902 | loss: 0.0312075 | val_loss: 0.0312137 | Time: 2588.47 ms [2021-01-21 22:25:27 main:574] : INFO : Epoch 1903 | loss: 0.0312081 | val_loss: 0.0312144 | Time: 2538.83 ms [2021-01-21 22:25:30 main:574] : INFO : Epoch 1904 | loss: 0.0312097 | val_loss: 0.0312169 | Time: 2570.18 ms [2021-01-21 22:25:32 main:574] : INFO : Epoch 1905 | loss: 0.0312118 | val_loss: 0.0312147 | Time: 2601.43 ms [2021-01-21 22:25:35 main:574] : INFO : Epoch 1906 | loss: 0.0312123 | val_loss: 0.0312184 | Time: 2545.8 ms [2021-01-21 22:25:38 main:574] : INFO : Epoch 1907 | loss: 0.0312111 | val_loss: 0.0312154 | Time: 2597.69 ms [2021-01-21 22:25:40 main:574] : INFO : Epoch 1908 | loss: 0.0312109 | val_loss: 0.0312148 | Time: 2561.5 ms [2021-01-21 22:25:43 main:574] : INFO : Epoch 1909 | loss: 0.0312103 | val_loss: 0.0312173 | Time: 2653.55 ms [2021-01-21 22:25:46 main:574] : INFO : Epoch 1910 | loss: 0.0312105 | val_loss: 0.0312151 | Time: 2591.85 ms [2021-01-21 22:25:48 main:574] : INFO : Epoch 1911 | loss: 0.0312087 | val_loss: 0.0312162 | Time: 2590.33 ms [2021-01-21 22:25:51 main:574] : INFO : Epoch 1912 | loss: 0.0312109 | val_loss: 0.0312186 | Time: 2593.09 ms [2021-01-21 22:25:54 main:574] : INFO : Epoch 1913 | loss: 0.0312094 | val_loss: 0.0312166 | Time: 2592.83 ms [2021-01-21 22:25:56 main:574] : INFO : Epoch 1914 | loss: 0.0312107 | val_loss: 0.0312151 | Time: 2533.22 ms [2021-01-21 22:25:59 main:574] : INFO : Epoch 1915 | loss: 0.0312094 | val_loss: 0.0312143 | Time: 2531.57 ms [2021-01-21 22:26:01 main:574] : INFO : Epoch 1916 | loss: 0.0312096 | val_loss: 0.031216 | Time: 2580.83 ms [2021-01-21 22:26:04 main:574] : INFO : Epoch 1917 | loss: 0.0312105 | val_loss: 0.0312198 | Time: 2547.22 ms [2021-01-21 22:26:07 main:574] : INFO : Epoch 1918 | loss: 0.0312117 | val_loss: 0.0312222 | Time: 2551.7 ms [2021-01-21 22:26:09 main:574] : INFO : Epoch 1919 | loss: 0.0312141 | val_loss: 0.0312151 | Time: 2536.27 ms [2021-01-21 22:26:12 main:574] : INFO : Epoch 1920 | loss: 0.0312113 | val_loss: 0.0312172 | Time: 2556.9 ms [2021-01-21 22:26:14 main:574] : INFO : Epoch 1921 | loss: 0.0312113 | val_loss: 0.0312162 | Time: 2531.77 ms [2021-01-21 22:26:17 main:574] : INFO : Epoch 1922 | loss: 0.0312106 | val_loss: 0.0312168 | Time: 2528.62 ms [2021-01-21 22:26:19 main:574] : INFO : Epoch 1923 | loss: 0.0312096 | val_loss: 0.0312155 | Time: 2528.07 ms [2021-01-21 22:26:22 main:574] : INFO : Epoch 1924 | loss: 0.0312104 | val_loss: 0.0312178 | Time: 2534.56 ms [2021-01-21 22:26:25 main:574] : INFO : Epoch 1925 | loss: 0.0312098 | val_loss: 0.0312181 | Time: 2529.39 ms [2021-01-21 22:26:27 main:574] : INFO : Epoch 1926 | loss: 0.0312122 | val_loss: 0.0312237 | Time: 2656.57 ms [2021-01-21 22:26:30 main:574] : INFO : Epoch 1927 | loss: 0.0312148 | val_loss: 0.0312159 | Time: 2554.72 ms [2021-01-21 22:26:33 main:574] : INFO : Epoch 1928 | loss: 0.0312129 | val_loss: 0.0312209 | Time: 2548.52 ms [2021-01-21 22:26:35 main:574] : INFO : Epoch 1929 | loss: 0.0312102 | val_loss: 0.0312199 | Time: 2583.1 ms [2021-01-21 22:26:38 main:574] : INFO : Epoch 1930 | loss: 0.0312104 | val_loss: 0.031215 | Time: 2627.25 ms [2021-01-21 22:26:41 main:574] : INFO : Epoch 1931 | loss: 0.0312117 | val_loss: 0.0312196 | Time: 2535.08 ms [2021-01-21 22:26:43 main:574] : INFO : Epoch 1932 | loss: 0.0312094 | val_loss: 0.0312145 | Time: 2581.28 ms [2021-01-21 22:26:46 main:574] : INFO : Epoch 1933 | loss: 0.0312096 | val_loss: 0.0312151 | Time: 2577.19 ms [2021-01-21 22:26:48 main:574] : INFO : Epoch 1934 | loss: 0.0312094 | val_loss: 0.0312146 | Time: 2533.75 ms [2021-01-21 22:26:51 main:574] : INFO : Epoch 1935 | loss: 0.0312109 | val_loss: 0.0312188 | Time: 2537.88 ms [2021-01-21 22:26:54 main:574] : INFO : Epoch 1936 | loss: 0.0312098 | val_loss: 0.0312161 | Time: 2539.59 ms [2021-01-21 22:26:56 main:574] : INFO : Epoch 1937 | loss: 0.0312105 | val_loss: 0.0312133 | Time: 2563.58 ms [2021-01-21 22:26:59 main:574] : INFO : Epoch 1938 | loss: 0.0312082 | val_loss: 0.0312141 | Time: 2571.98 ms [2021-01-21 22:27:02 main:574] : INFO : Epoch 1939 | loss: 0.0312087 | val_loss: 0.0312154 | Time: 2666.93 ms [2021-01-21 22:27:04 main:574] : INFO : Epoch 1940 | loss: 0.0312094 | val_loss: 0.0312143 | Time: 2578.16 ms [2021-01-21 22:27:07 main:574] : INFO : Epoch 1941 | loss: 0.031209 | val_loss: 0.0312151 | Time: 2556.66 ms [2021-01-21 22:27:09 main:574] : INFO : Epoch 1942 | loss: 0.0312121 | val_loss: 0.0312137 | Time: 2572.89 ms [2021-01-21 22:27:12 main:574] : INFO : Epoch 1943 | loss: 0.0312081 | val_loss: 0.0312135 | Time: 2609.33 ms [2021-01-21 22:27:15 main:574] : INFO : Epoch 1944 | loss: 0.0312083 | val_loss: 0.0312186 | Time: 2530.43 ms [2021-01-21 22:27:17 main:574] : INFO : Epoch 1945 | loss: 0.0312164 | val_loss: 0.0312197 | Time: 2564.35 ms [2021-01-21 22:27:20 main:574] : INFO : Epoch 1946 | loss: 0.0312229 | val_loss: 0.0312288 | Time: 2573.3 ms [2021-01-21 22:27:23 main:574] : INFO : Epoch 1947 | loss: 0.0312211 | val_loss: 0.0312161 | Time: 2587.19 ms [2021-01-21 22:27:25 main:574] : INFO : Epoch 1948 | loss: 0.0312137 | val_loss: 0.0312162 | Time: 2536.77 ms [2021-01-21 22:27:28 main:574] : INFO : Epoch 1949 | loss: 0.0312142 | val_loss: 0.0312191 | Time: 2527.43 ms [2021-01-21 22:27:30 main:574] : INFO : Epoch 1950 | loss: 0.0312126 | val_loss: 0.0312143 | Time: 2530.98 ms [2021-01-21 22:27:33 main:574] : INFO : Epoch 1951 | loss: 0.0312115 | val_loss: 0.0312143 | Time: 2529.43 ms [2021-01-21 22:27:36 main:574] : INFO : Epoch 1952 | loss: 0.031214 | val_loss: 0.0312161 | Time: 2534.98 ms [2021-01-21 22:27:38 main:574] : INFO : Epoch 1953 | loss: 0.0312133 | val_loss: 0.0312145 | Time: 2578.41 ms [2021-01-21 22:27:41 main:574] : INFO : Epoch 1954 | loss: 0.0312118 | val_loss: 0.0312149 | Time: 2566.48 ms [2021-01-21 22:27:43 main:574] : INFO : Epoch 1955 | loss: 0.031212 | val_loss: 0.031213 | Time: 2537.73 ms [2021-01-21 22:27:46 main:574] : INFO : Epoch 1956 | loss: 0.0312107 | val_loss: 0.0312136 | Time: 2592.69 ms [2021-01-21 22:27:49 main:574] : INFO : Epoch 1957 | loss: 0.0312132 | val_loss: 0.0312152 | Time: 2531.82 ms [2021-01-21 22:27:51 main:574] : INFO : Epoch 1958 | loss: 0.031211 | val_loss: 0.0312134 | Time: 2543.28 ms [2021-01-21 22:27:54 main:574] : INFO : Epoch 1959 | loss: 0.0312102 | val_loss: 0.0312144 | Time: 2531.86 ms [2021-01-21 22:27:56 main:574] : INFO : Epoch 1960 | loss: 0.0312105 | val_loss: 0.0312157 | Time: 2531.19 ms [2021-01-21 22:27:59 main:574] : INFO : Epoch 1961 | loss: 0.031214 | val_loss: 0.0312161 | Time: 2533.47 ms [2021-01-21 22:28:02 main:574] : INFO : Epoch 1962 | loss: 0.0312114 | val_loss: 0.0312131 | Time: 2587.8 ms [2021-01-21 22:28:04 main:574] : INFO : Epoch 1963 | loss: 0.031214 | val_loss: 0.03122 | Time: 2537.36 ms [2021-01-21 22:28:07 main:574] : INFO : Epoch 1964 | loss: 0.0312123 | val_loss: 0.031217 | Time: 2542.2 ms [2021-01-21 22:28:09 main:574] : INFO : Epoch 1965 | loss: 0.0312097 | val_loss: 0.031212 | Time: 2533.26 ms [2021-01-21 22:28:12 main:574] : INFO : Epoch 1966 | loss: 0.0312094 | val_loss: 0.031212 | Time: 2531.73 ms [2021-01-21 22:28:15 main:574] : INFO : Epoch 1967 | loss: 0.0312105 | val_loss: 0.0312164 | Time: 2543.7 ms [2021-01-21 22:28:17 main:574] : INFO : Epoch 1968 | loss: 0.0312101 | val_loss: 0.031212 | Time: 2531.5 ms [2021-01-21 22:28:20 main:574] : INFO : Epoch 1969 | loss: 0.0312096 | val_loss: 0.0312174 | Time: 2535.51 ms [2021-01-21 22:28:22 main:574] : INFO : Epoch 1970 | loss: 0.031213 | val_loss: 0.0312144 | Time: 2530.53 ms [2021-01-21 22:28:25 main:574] : INFO : Epoch 1971 | loss: 0.031211 | val_loss: 0.031228 | Time: 2531.68 ms [2021-01-21 22:28:27 main:574] : INFO : Epoch 1972 | loss: 0.031216 | val_loss: 0.031215 | Time: 2526.65 ms [2021-01-21 22:28:30 main:574] : INFO : Epoch 1973 | loss: 0.0312116 | val_loss: 0.0312182 | Time: 2530.74 ms [2021-01-21 22:28:32 main:574] : INFO : Epoch 1974 | loss: 0.0312114 | val_loss: 0.0312147 | Time: 2531.84 ms [2021-01-21 22:28:35 main:574] : INFO : Epoch 1975 | loss: 0.0312103 | val_loss: 0.0312134 | Time: 2532.62 ms [2021-01-21 22:28:37 main:574] : INFO : Epoch 1976 | loss: 0.0312107 | val_loss: 0.0312161 | Time: 2530.27 ms [2021-01-21 22:28:40 main:574] : INFO : Epoch 1977 | loss: 0.0312114 | val_loss: 0.031215 | Time: 2535.9 ms [2021-01-21 22:28:43 main:574] : INFO : Epoch 1978 | loss: 0.0312104 | val_loss: 0.0312157 | Time: 2607.65 ms [2021-01-21 22:28:45 main:574] : INFO : Epoch 1979 | loss: 0.03121 | val_loss: 0.0312126 | Time: 2587.28 ms [2021-01-21 22:28:48 main:574] : INFO : Epoch 1980 | loss: 0.03121 | val_loss: 0.031213 | Time: 2598.07 ms [2021-01-21 22:28:51 main:574] : INFO : Epoch 1981 | loss: 0.0312082 | val_loss: 0.0312114 | Time: 2535.96 ms [2021-01-21 22:28:53 main:574] : INFO : Epoch 1982 | loss: 0.0312081 | val_loss: 0.031212 | Time: 2576.6 ms [2021-01-21 22:28:56 main:574] : INFO : Epoch 1983 | loss: 0.0312078 | val_loss: 0.0312126 | Time: 2558.76 ms [2021-01-21 22:28:59 main:574] : INFO : Epoch 1984 | loss: 0.0312102 | val_loss: 0.0312206 | Time: 2601.44 ms [2021-01-21 22:29:01 main:574] : INFO : Epoch 1985 | loss: 0.0312096 | val_loss: 0.0312127 | Time: 2567.37 ms [2021-01-21 22:29:04 main:574] : INFO : Epoch 1986 | loss: 0.0312083 | val_loss: 0.0312141 | Time: 2563.86 ms [2021-01-21 22:29:07 main:574] : INFO : Epoch 1987 | loss: 0.0312086 | val_loss: 0.0312143 | Time: 2579.87 ms [2021-01-21 22:29:09 main:574] : INFO : Epoch 1988 | loss: 0.0312083 | val_loss: 0.031216 | Time: 2594.32 ms [2021-01-21 22:29:12 main:574] : INFO : Epoch 1989 | loss: 0.0312109 | val_loss: 0.0312133 | Time: 2539.56 ms [2021-01-21 22:29:15 main:574] : INFO : Epoch 1990 | loss: 0.0312109 | val_loss: 0.0312192 | Time: 2555.72 ms [2021-01-21 22:29:17 main:574] : INFO : Epoch 1991 | loss: 0.0312108 | val_loss: 0.0312159 | Time: 2574.1 ms [2021-01-21 22:29:20 main:574] : INFO : Epoch 1992 | loss: 0.0312092 | val_loss: 0.0312131 | Time: 2549.09 ms [2021-01-21 22:29:23 main:574] : INFO : Epoch 1993 | loss: 0.0312075 | val_loss: 0.0312155 | Time: 2571.01 ms [2021-01-21 22:29:25 main:574] : INFO : Epoch 1994 | loss: 0.0312073 | val_loss: 0.0312131 | Time: 2626.44 ms [2021-01-21 22:29:28 main:574] : INFO : Epoch 1995 | loss: 0.0312075 | val_loss: 0.0312125 | Time: 2536.45 ms [2021-01-21 22:29:30 main:574] : INFO : Epoch 1996 | loss: 0.0312074 | val_loss: 0.0312129 | Time: 2581.34 ms [2021-01-21 22:29:33 main:574] : INFO : Epoch 1997 | loss: 0.0312084 | val_loss: 0.0312134 | Time: 2595.18 ms [2021-01-21 22:29:36 main:574] : INFO : Epoch 1998 | loss: 0.0312088 | val_loss: 0.0312203 | Time: 2575.14 ms [2021-01-21 22:29:38 main:574] : INFO : Epoch 1999 | loss: 0.0312174 | val_loss: 0.0312166 | Time: 2559.2 ms [2021-01-21 22:29:41 main:574] : INFO : Epoch 2000 | loss: 0.0312142 | val_loss: 0.0312163 | Time: 2582.85 ms [2021-01-21 22:29:44 main:574] : INFO : Epoch 2001 | loss: 0.0312146 | val_loss: 0.0312214 | Time: 2640 ms [2021-01-21 22:29:46 main:574] : INFO : Epoch 2002 | loss: 0.0312151 | val_loss: 0.0312194 | Time: 2533.57 ms [2021-01-21 22:29:49 main:574] : INFO : Epoch 2003 | loss: 0.0312155 | val_loss: 0.0312192 | Time: 2590.31 ms [2021-01-21 22:29:52 main:574] : INFO : Epoch 2004 | loss: 0.0312109 | val_loss: 0.0312173 | Time: 2533.07 ms [2021-01-21 22:29:54 main:574] : INFO : Epoch 2005 | loss: 0.0312129 | val_loss: 0.0312148 | Time: 2577.73 ms [2021-01-21 22:29:57 main:574] : INFO : Epoch 2006 | loss: 0.0312122 | val_loss: 0.0312151 | Time: 2542.26 ms [2021-01-21 22:30:00 main:574] : INFO : Epoch 2007 | loss: 0.031211 | val_loss: 0.0312139 | Time: 2665.11 ms [2021-01-21 22:30:02 main:574] : INFO : Epoch 2008 | loss: 0.0312119 | val_loss: 0.0312188 | Time: 2577.55 ms [2021-01-21 22:30:05 main:574] : INFO : Epoch 2009 | loss: 0.0312134 | val_loss: 0.0312128 | Time: 2610.08 ms [2021-01-21 22:30:08 main:574] : INFO : Epoch 2010 | loss: 0.0312098 | val_loss: 0.0312171 | Time: 2564.2 ms [2021-01-21 22:30:10 main:574] : INFO : Epoch 2011 | loss: 0.0312107 | val_loss: 0.0312145 | Time: 2536.83 ms [2021-01-21 22:30:13 main:574] : INFO : Epoch 2012 | loss: 0.031209 | val_loss: 0.0312123 | Time: 2554.01 ms [2021-01-21 22:30:15 main:574] : INFO : Epoch 2013 | loss: 0.031208 | val_loss: 0.0312128 | Time: 2531.66 ms [2021-01-21 22:30:18 main:574] : INFO : Epoch 2014 | loss: 0.0312112 | val_loss: 0.0312171 | Time: 2590.2 ms [2021-01-21 22:30:21 main:574] : INFO : Epoch 2015 | loss: 0.0312093 | val_loss: 0.0312138 | Time: 2532.33 ms [2021-01-21 22:30:23 main:574] : INFO : Epoch 2016 | loss: 0.0312093 | val_loss: 0.0312126 | Time: 2560.18 ms [2021-01-21 22:30:26 main:574] : INFO : Epoch 2017 | loss: 0.0312089 | val_loss: 0.0312139 | Time: 2539.5 ms [2021-01-21 22:30:28 main:574] : INFO : Epoch 2018 | loss: 0.0312093 | val_loss: 0.0312129 | Time: 2550.13 ms [2021-01-21 22:30:31 main:574] : INFO : Epoch 2019 | loss: 0.0312092 | val_loss: 0.0312118 | Time: 2530.23 ms [2021-01-21 22:30:33 main:574] : INFO : Epoch 2020 | loss: 0.0312088 | val_loss: 0.0312153 | Time: 2525.84 ms [2021-01-21 22:30:36 main:574] : INFO : Epoch 2021 | loss: 0.0312104 | val_loss: 0.0312141 | Time: 2533.65 ms [2021-01-21 22:30:39 main:574] : INFO : Epoch 2022 | loss: 0.0312087 | val_loss: 0.0312134 | Time: 2529.45 ms [2021-01-21 22:30:41 main:574] : INFO : Epoch 2023 | loss: 0.0312083 | val_loss: 0.0312178 | Time: 2531.11 ms [2021-01-21 22:30:44 main:574] : INFO : Epoch 2024 | loss: 0.0312099 | val_loss: 0.0312149 | Time: 2530.6 ms [2021-01-21 22:30:46 main:574] : INFO : Epoch 2025 | loss: 0.0312089 | val_loss: 0.0312185 | Time: 2572.7 ms [2021-01-21 22:30:49 main:574] : INFO : Epoch 2026 | loss: 0.0312125 | val_loss: 0.0312173 | Time: 2574.35 ms [2021-01-21 22:30:52 main:574] : INFO : Epoch 2027 | loss: 0.0312083 | val_loss: 0.0312134 | Time: 2525.87 ms [2021-01-21 22:30:54 main:574] : INFO : Epoch 2028 | loss: 0.0312092 | val_loss: 0.0312144 | Time: 2534.24 ms [2021-01-21 22:30:57 main:574] : INFO : Epoch 2029 | loss: 0.0312135 | val_loss: 0.0312142 | Time: 2598.04 ms [2021-01-21 22:30:59 main:574] : INFO : Epoch 2030 | loss: 0.0312135 | val_loss: 0.0312146 | Time: 2560.26 ms [2021-01-21 22:31:02 main:574] : INFO : Epoch 2031 | loss: 0.0312086 | val_loss: 0.0312177 | Time: 2531.2 ms [2021-01-21 22:31:04 main:574] : INFO : Epoch 2032 | loss: 0.0312101 | val_loss: 0.031215 | Time: 2530.47 ms [2021-01-21 22:31:07 main:574] : INFO : Epoch 2033 | loss: 0.0312093 | val_loss: 0.0312238 | Time: 2526.94 ms [2021-01-21 22:31:10 main:574] : INFO : Epoch 2034 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 2529.45 ms [2021-01-21 22:31:12 main:574] : INFO : Epoch 2035 | loss: 0.0312114 | val_loss: 0.0312143 | Time: 2529.94 ms [2021-01-21 22:31:15 main:574] : INFO : Epoch 2036 | loss: 0.0312104 | val_loss: 0.0312145 | Time: 2531.5 ms [2021-01-21 22:31:17 main:574] : INFO : Epoch 2037 | loss: 0.0312114 | val_loss: 0.0312169 | Time: 2533.1 ms [2021-01-21 22:31:20 main:574] : INFO : Epoch 2038 | loss: 0.0312121 | val_loss: 0.0312143 | Time: 2531.29 ms [2021-01-21 22:31:22 main:574] : INFO : Epoch 2039 | loss: 0.0312143 | val_loss: 0.0312177 | Time: 2557.36 ms [2021-01-21 22:31:25 main:574] : INFO : Epoch 2040 | loss: 0.0312137 | val_loss: 0.0312155 | Time: 2532.29 ms [2021-01-21 22:31:28 main:574] : INFO : Epoch 2041 | loss: 0.0312121 | val_loss: 0.0312143 | Time: 2533.72 ms [2021-01-21 22:31:30 main:574] : INFO : Epoch 2042 | loss: 0.0312111 | val_loss: 0.0312145 | Time: 2557.94 ms [2021-01-21 22:31:33 main:574] : INFO : Epoch 2043 | loss: 0.0312132 | val_loss: 0.0312158 | Time: 2555.4 ms [2021-01-21 22:31:35 main:574] : INFO : Epoch 2044 | loss: 0.0312131 | val_loss: 0.0312174 | Time: 2578.71 ms [2021-01-21 22:31:38 main:574] : INFO : Epoch 2045 | loss: 0.0312128 | val_loss: 0.0312143 | Time: 2574.51 ms [2021-01-21 22:31:41 main:574] : INFO : Epoch 2046 | loss: 0.0312147 | val_loss: 0.0312195 | Time: 2540.83 ms [2021-01-21 22:31:43 main:574] : INFO : Epoch 2047 | loss: 0.0312173 | val_loss: 0.031215 | Time: 2578.19 ms [2021-01-21 22:31:46 main:574] : INFO : Epoch 2048 | loss: 0.0312148 | val_loss: 0.0312177 | Time: 2629.94 ms [2021-01-21 22:31:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312177 [2021-01-21 22:31:46 main:603] : INFO : Saving end state to config to file [2021-01-21 22:31:46 main:608] : INFO : Success, exiting.. 22:31:46 (14344): 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)