Task 12618600
| Name | ParityModified-1645994263-25116-2-0_0 |
| Workunit | 9773535 |
| Created | 6 Mar 2022, 20:31:20 UTC |
| Sent | 9 Mar 2022, 2:21:03 UTC |
| Report deadline | 17 Mar 2022, 2:21:03 UTC |
| Received | 9 Mar 2022, 23:10:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 45 min 50 sec |
| CPU time | 1 hours 43 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0312143 | val_loss: 0.0312183 | Time: 2929.61 ms [2022-03-09 23:44:27 main:574] : INFO : Epoch 1543 | loss: 0.0312137 | val_loss: 0.0312216 | Time: 2820.98 ms [2022-03-09 23:44:30 main:574] : INFO : Epoch 1544 | loss: 0.0312153 | val_loss: 0.0312203 | Time: 3601.97 ms [2022-03-09 23:44:33 main:574] : INFO : Epoch 1545 | loss: 0.0312164 | val_loss: 0.0312207 | Time: 2684.84 ms [2022-03-09 23:44:36 main:574] : INFO : Epoch 1546 | loss: 0.0312149 | val_loss: 0.0312198 | Time: 3068.8 ms [2022-03-09 23:44:39 main:574] : INFO : Epoch 1547 | loss: 0.031215 | val_loss: 0.0312198 | Time: 2396.19 ms [2022-03-09 23:44:42 main:574] : INFO : Epoch 1548 | loss: 0.0312135 | val_loss: 0.0312181 | Time: 3140.91 ms [2022-03-09 23:44:45 main:574] : INFO : Epoch 1549 | loss: 0.0312135 | val_loss: 0.0312189 | Time: 2797.42 ms [2022-03-09 23:44:48 main:574] : INFO : Epoch 1550 | loss: 0.0312135 | val_loss: 0.0312181 | Time: 3132.99 ms [2022-03-09 23:44:51 main:574] : INFO : Epoch 1551 | loss: 0.031214 | val_loss: 0.0312204 | Time: 3148.29 ms [2022-03-09 23:44:55 main:574] : INFO : Epoch 1552 | loss: 0.0312146 | val_loss: 0.0312209 | Time: 3487.66 ms [2022-03-09 23:44:58 main:574] : INFO : Epoch 1553 | loss: 0.0312144 | val_loss: 0.0312203 | Time: 3026.93 ms [2022-03-09 23:45:01 main:574] : INFO : Epoch 1554 | loss: 0.0312131 | val_loss: 0.0312198 | Time: 3190.68 ms [2022-03-09 23:45:04 main:574] : INFO : Epoch 1555 | loss: 0.0312145 | val_loss: 0.0312199 | Time: 3314.96 ms [2022-03-09 23:45:07 main:574] : INFO : Epoch 1556 | loss: 0.0312144 | val_loss: 0.0312181 | Time: 2643.72 ms [2022-03-09 23:45:10 main:574] : INFO : Epoch 1557 | loss: 0.0312149 | val_loss: 0.0312205 | Time: 2973.28 ms [2022-03-09 23:45:13 main:574] : INFO : Epoch 1558 | loss: 0.0312151 | val_loss: 0.031219 | Time: 3509.73 ms [2022-03-09 23:45:16 main:574] : INFO : Epoch 1559 | loss: 0.0312147 | val_loss: 0.0312184 | Time: 2729.35 ms [2022-03-09 23:45:19 main:574] : INFO : Epoch 1560 | loss: 0.0312128 | val_loss: 0.0312184 | Time: 2850.11 ms [2022-03-09 23:45:22 main:574] : INFO : Epoch 1561 | loss: 0.0312134 | val_loss: 0.0312201 | Time: 2807.37 ms [2022-03-09 23:45:25 main:574] : INFO : Epoch 1562 | loss: 0.0312126 | val_loss: 0.0312186 | Time: 3221.16 ms [2022-03-09 23:45:29 main:574] : INFO : Epoch 1563 | loss: 0.0312132 | val_loss: 0.0312203 | Time: 3277.31 ms [2022-03-09 23:45:32 main:574] : INFO : Epoch 1564 | loss: 0.0312137 | val_loss: 0.0312238 | Time: 3399.1 ms [2022-03-09 23:45:35 main:574] : INFO : Epoch 1565 | loss: 0.0312148 | val_loss: 0.0312214 | Time: 3024.99 ms [2022-03-09 23:45:38 main:574] : INFO : Epoch 1566 | loss: 0.031215 | val_loss: 0.0312255 | Time: 3424.78 ms [2022-03-09 23:45:42 main:574] : INFO : Epoch 1567 | loss: 0.0312171 | val_loss: 0.0312273 | Time: 3333.97 ms [2022-03-09 23:45:45 main:574] : INFO : Epoch 1568 | loss: 0.0312243 | val_loss: 0.0312259 | Time: 2952.02 ms [2022-03-09 23:45:48 main:574] : INFO : Epoch 1569 | loss: 0.0312239 | val_loss: 0.0312219 | Time: 3330.47 ms [2022-03-09 23:45:51 main:574] : INFO : Epoch 1570 | loss: 0.0312221 | val_loss: 0.0312284 | Time: 3214.55 ms [2022-03-09 23:45:55 main:574] : INFO : Epoch 1571 | loss: 0.0312206 | val_loss: 0.0312221 | Time: 3382.82 ms [2022-03-09 23:45:58 main:574] : INFO : Epoch 1572 | loss: 0.0312175 | val_loss: 0.0312198 | Time: 3015.85 ms [2022-03-09 23:46:01 main:574] : INFO : Epoch 1573 | loss: 0.0312172 | val_loss: 0.0312222 | Time: 3114.12 ms [2022-03-09 23:46:04 main:574] : INFO : Epoch 1574 | loss: 0.0312207 | val_loss: 0.031219 | Time: 2915.22 ms [2022-03-09 23:46:07 main:574] : INFO : Epoch 1575 | loss: 0.0312184 | val_loss: 0.0312202 | Time: 3307.61 ms [2022-03-09 23:46:10 main:574] : INFO : Epoch 1576 | loss: 0.0312161 | val_loss: 0.0312194 | Time: 2967.44 ms [2022-03-09 23:46:14 main:574] : INFO : Epoch 1577 | loss: 0.0312161 | val_loss: 0.031221 | Time: 3182.61 ms [2022-03-09 23:46:17 main:574] : INFO : Epoch 1578 | loss: 0.0312178 | val_loss: 0.0312194 | Time: 3819.25 ms [2022-03-09 23:46:21 main:574] : INFO : Epoch 1579 | loss: 0.0312166 | val_loss: 0.031219 | Time: 3725.23 ms [2022-03-09 23:46:25 main:574] : INFO : Epoch 1580 | loss: 0.0312171 | val_loss: 0.0312194 | Time: 3494.24 ms [2022-03-09 23:46:28 main:574] : INFO : Epoch 1581 | loss: 0.0312175 | val_loss: 0.031222 | Time: 2986.14 ms [2022-03-09 23:46:31 main:574] : INFO : Epoch 1582 | loss: 0.0312167 | val_loss: 0.0312196 | Time: 2969.64 ms [2022-03-09 23:46:35 main:574] : INFO : Epoch 1583 | loss: 0.0312169 | val_loss: 0.0312244 | Time: 3654.55 ms [2022-03-09 23:46:38 main:574] : INFO : Epoch 1584 | loss: 0.0312186 | val_loss: 0.0312202 | Time: 3275.8 ms [2022-03-09 23:46:41 main:574] : INFO : Epoch 1585 | loss: 0.0312184 | val_loss: 0.0312212 | Time: 2971.14 ms [2022-03-09 23:46:44 main:574] : INFO : Epoch 1586 | loss: 0.0312171 | val_loss: 0.0312191 | Time: 2938.66 ms [2022-03-09 23:46:46 main:574] : INFO : Epoch 1587 | loss: 0.0312154 | val_loss: 0.0312212 | Time: 2372.36 ms [2022-03-09 23:46:49 main:574] : INFO : Epoch 1588 | loss: 0.0312167 | val_loss: 0.0312202 | Time: 2576.63 ms [2022-03-09 23:46:51 main:574] : INFO : Epoch 1589 | loss: 0.0312166 | val_loss: 0.031223 | Time: 2542.2 ms [2022-03-09 23:46:54 main:574] : INFO : Epoch 1590 | loss: 0.031218 | val_loss: 0.0312218 | Time: 2401.53 ms [2022-03-09 23:46:56 main:574] : INFO : Epoch 1591 | loss: 0.0312175 | val_loss: 0.0312239 | Time: 2522.81 ms [2022-03-09 23:47:00 main:574] : INFO : Epoch 1592 | loss: 0.0312156 | val_loss: 0.0312196 | Time: 3715.86 ms [2022-03-09 23:47:04 main:574] : INFO : Epoch 1593 | loss: 0.0312154 | val_loss: 0.0312209 | Time: 3232.06 ms [2022-03-09 23:47:07 main:574] : INFO : Epoch 1594 | loss: 0.0312166 | val_loss: 0.0312205 | Time: 3608.05 ms [2022-03-09 23:47:10 main:574] : INFO : Epoch 1595 | loss: 0.031216 | val_loss: 0.0312198 | Time: 2569.69 ms [2022-03-09 23:47:13 main:574] : INFO : Epoch 1596 | loss: 0.0312147 | val_loss: 0.0312206 | Time: 2969.97 ms [2022-03-09 23:47:16 main:574] : INFO : Epoch 1597 | loss: 0.0312171 | val_loss: 0.0312209 | Time: 3026 ms [2022-03-09 23:47:19 main:574] : INFO : Epoch 1598 | loss: 0.0312167 | val_loss: 0.0312259 | Time: 2935.22 ms [2022-03-09 23:47:22 main:574] : INFO : Epoch 1599 | loss: 0.0312145 | val_loss: 0.0312254 | Time: 2919.89 ms [2022-03-09 23:47:24 main:574] : INFO : Epoch 1600 | loss: 0.031218 | val_loss: 0.0312286 | Time: 2537.52 ms [2022-03-09 23:47:28 main:574] : INFO : Epoch 1601 | loss: 0.0312169 | val_loss: 0.0312217 | Time: 3710.09 ms [2022-03-09 23:47:31 main:574] : INFO : Epoch 1602 | loss: 0.0312148 | val_loss: 0.0312211 | Time: 3015.64 ms [2022-03-09 23:47:34 main:574] : INFO : Epoch 1603 | loss: 0.0312153 | val_loss: 0.031221 | Time: 3063.79 ms [2022-03-09 23:47:37 main:574] : INFO : Epoch 1604 | loss: 0.0312161 | val_loss: 0.0312229 | Time: 2756.66 ms [2022-03-09 23:47:40 main:574] : INFO : Epoch 1605 | loss: 0.0312198 | val_loss: 0.0312249 | Time: 3243.5 ms [2022-03-09 23:47:44 main:574] : INFO : Epoch 1606 | loss: 0.0312178 | val_loss: 0.0312227 | Time: 3355.88 ms [2022-03-09 23:47:47 main:574] : INFO : Epoch 1607 | loss: 0.0312178 | val_loss: 0.0312246 | Time: 3411.13 ms [2022-03-09 23:47:50 main:574] : INFO : Epoch 1608 | loss: 0.0312154 | val_loss: 0.0312218 | Time: 3041.59 ms [2022-03-09 23:47:54 main:574] : INFO : Epoch 1609 | loss: 0.0312147 | val_loss: 0.031221 | Time: 3467.96 ms [2022-03-09 23:47:57 main:574] : INFO : Epoch 1610 | loss: 0.0312148 | val_loss: 0.0312238 | Time: 3316.59 ms [2022-03-09 23:48:00 main:574] : INFO : Epoch 1611 | loss: 0.031215 | val_loss: 0.0312211 | Time: 2878.54 ms [2022-03-09 23:48:04 main:574] : INFO : Epoch 1612 | loss: 0.0312149 | val_loss: 0.0312316 | Time: 3317.33 ms [2022-03-09 23:48:07 main:574] : INFO : Epoch 1613 | loss: 0.031218 | val_loss: 0.0312255 | Time: 3074.43 ms [2022-03-09 23:48:11 main:574] : INFO : Epoch 1614 | loss: 0.0312139 | val_loss: 0.0312211 | Time: 4030.86 ms [2022-03-09 23:48:14 main:574] : INFO : Epoch 1615 | loss: 0.0312136 | val_loss: 0.0312206 | Time: 2935.43 ms [2022-03-09 23:48:17 main:574] : INFO : Epoch 1616 | loss: 0.0312134 | val_loss: 0.031221 | Time: 3703.76 ms [2022-03-09 23:48:21 main:574] : INFO : Epoch 1617 | loss: 0.0312154 | val_loss: 0.031221 | Time: 3305.96 ms [2022-03-09 23:48:23 main:574] : INFO : Epoch 1618 | loss: 0.0312158 | val_loss: 0.0312243 | Time: 2516.06 ms [2022-03-09 23:48:26 main:574] : INFO : Epoch 1619 | loss: 0.0312177 | val_loss: 0.0312317 | Time: 2776.33 ms [2022-03-09 23:48:30 main:574] : INFO : Epoch 1620 | loss: 0.0312148 | val_loss: 0.0312219 | Time: 3540.53 ms [2022-03-09 23:48:33 main:574] : INFO : Epoch 1621 | loss: 0.0312137 | val_loss: 0.0312238 | Time: 3625.63 ms [2022-03-09 23:48:36 main:574] : INFO : Epoch 1622 | loss: 0.0312147 | val_loss: 0.0312214 | Time: 2846.69 ms [2022-03-09 23:48:39 main:574] : INFO : Epoch 1623 | loss: 0.0312151 | val_loss: 0.0312249 | Time: 2618.31 ms [2022-03-09 23:48:42 main:574] : INFO : Epoch 1624 | loss: 0.0312162 | val_loss: 0.0312216 | Time: 2713.32 ms [2022-03-09 23:48:45 main:574] : INFO : Epoch 1625 | loss: 0.0312148 | val_loss: 0.0312231 | Time: 3164.74 ms [2022-03-09 23:48:48 main:574] : INFO : Epoch 1626 | loss: 0.0312164 | val_loss: 0.0312212 | Time: 3025.25 ms [2022-03-09 23:48:51 main:574] : INFO : Epoch 1627 | loss: 0.0312188 | val_loss: 0.0312205 | Time: 3372.41 ms [2022-03-09 23:48:55 main:574] : INFO : Epoch 1628 | loss: 0.0312201 | val_loss: 0.0312222 | Time: 3444.3 ms [2022-03-09 23:48:58 main:574] : INFO : Epoch 1629 | loss: 0.0312271 | val_loss: 0.0312405 | Time: 3338.7 ms [2022-03-09 23:49:01 main:574] : INFO : Epoch 1630 | loss: 0.0528505 | val_loss: 0.0368783 | Time: 2572.87 ms [2022-03-09 23:49:03 main:574] : INFO : Epoch 1631 | loss: 0.0413033 | val_loss: 0.0337964 | Time: 2341.66 ms [2022-03-09 23:49:06 main:574] : INFO : Epoch 1632 | loss: 0.032605 | val_loss: 0.0314169 | Time: 2731.96 ms [2022-03-09 23:49:08 main:574] : INFO : Epoch 1633 | loss: 0.0314323 | val_loss: 0.0312982 | Time: 2384.14 ms [2022-03-09 23:49:11 main:574] : INFO : Epoch 1634 | loss: 0.0312836 | val_loss: 0.0312742 | Time: 2693.93 ms [2022-03-09 23:49:14 main:574] : INFO : Epoch 1635 | loss: 0.0312601 | val_loss: 0.0312543 | Time: 3044.5 ms [2022-03-09 23:49:19 main:574] : INFO : Epoch 1636 | loss: 0.0312536 | val_loss: 0.0312503 | Time: 4513.31 ms [2022-03-09 23:49:22 main:574] : INFO : Epoch 1637 | loss: 0.0312516 | val_loss: 0.0312497 | Time: 3491.17 ms [2022-03-09 23:49:25 main:574] : INFO : Epoch 1638 | loss: 0.0312509 | val_loss: 0.0312492 | Time: 3097.8 ms [2022-03-09 23:49:28 main:574] : INFO : Epoch 1639 | loss: 0.0312502 | val_loss: 0.0312486 | Time: 2585.69 ms [2022-03-09 23:49:30 main:574] : INFO : Epoch 1640 | loss: 0.0312498 | val_loss: 0.0312483 | Time: 2297.72 ms [2022-03-09 23:49:33 main:574] : INFO : Epoch 1641 | loss: 0.0312494 | val_loss: 0.0312481 | Time: 2594.01 ms [2022-03-09 23:49:36 main:574] : INFO : Epoch 1642 | loss: 0.031249 | val_loss: 0.0312476 | Time: 2578.92 ms [2022-03-09 23:49:39 main:574] : INFO : Epoch 1643 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 3211.65 ms [2022-03-09 23:49:42 main:574] : INFO : Epoch 1644 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 3266.16 ms [2022-03-09 23:49:46 main:574] : INFO : Epoch 1645 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 3256.12 ms [2022-03-09 23:49:49 main:574] : INFO : Epoch 1646 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 3545.35 ms [2022-03-09 23:49:53 main:574] : INFO : Epoch 1647 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 3945.6 ms [2022-03-09 23:49:56 main:574] : INFO : Epoch 1648 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 3007.57 ms [2022-03-09 23:49:59 main:574] : INFO : Epoch 1649 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 2805.02 ms [2022-03-09 23:50:02 main:574] : INFO : Epoch 1650 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 2650.43 ms [2022-03-09 23:50:05 main:574] : INFO : Epoch 1651 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 3024.88 ms [2022-03-09 23:50:08 main:574] : INFO : Epoch 1652 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 3359.99 ms [2022-03-09 23:50:12 main:574] : INFO : Epoch 1653 | loss: 0.0312475 | val_loss: 0.0312464 | Time: 3299.5 ms [2022-03-09 23:50:15 main:574] : INFO : Epoch 1654 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2863.89 ms [2022-03-09 23:50:18 main:574] : INFO : Epoch 1655 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 3011.74 ms [2022-03-09 23:50:21 main:574] : INFO : Epoch 1656 | loss: 0.0312461 | val_loss: 0.031245 | Time: 3683.19 ms [2022-03-09 23:50:24 main:574] : INFO : Epoch 1657 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2715.97 ms [2022-03-09 23:50:27 main:574] : INFO : Epoch 1658 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 2867.69 ms [2022-03-09 23:50:30 main:574] : INFO : Epoch 1659 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 3070.79 ms [2022-03-09 23:50:34 main:574] : INFO : Epoch 1660 | loss: 0.031246 | val_loss: 0.0312442 | Time: 3679.11 ms [2022-03-09 23:50:37 main:574] : INFO : Epoch 1661 | loss: 0.0312453 | val_loss: 0.031244 | Time: 3285 ms [2022-03-09 23:50:41 main:574] : INFO : Epoch 1662 | loss: 0.0312451 | val_loss: 0.0312438 | Time: 3433.17 ms [2022-03-09 23:50:44 main:574] : INFO : Epoch 1663 | loss: 0.0312448 | val_loss: 0.0312437 | Time: 3250.71 ms [2022-03-09 23:50:47 main:574] : INFO : Epoch 1664 | loss: 0.0312452 | val_loss: 0.0312438 | Time: 3198.89 ms [2022-03-09 23:50:51 main:574] : INFO : Epoch 1665 | loss: 0.0312452 | val_loss: 0.0312433 | Time: 3497.14 ms [2022-03-09 23:50:54 main:574] : INFO : Epoch 1666 | loss: 0.0312442 | val_loss: 0.0312433 | Time: 2645.12 ms [2022-03-09 23:50:57 main:574] : INFO : Epoch 1667 | loss: 0.0312441 | val_loss: 0.0312429 | Time: 3931.32 ms [2022-03-09 23:51:01 main:574] : INFO : Epoch 1668 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 3391.55 ms [2022-03-09 23:51:05 main:574] : INFO : Epoch 1669 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 3792.79 ms [2022-03-09 23:51:08 main:574] : INFO : Epoch 1670 | loss: 0.0312441 | val_loss: 0.0312428 | Time: 3564.77 ms [2022-03-09 23:51:11 main:574] : INFO : Epoch 1671 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 2827.77 ms [2022-03-09 23:51:14 main:574] : INFO : Epoch 1672 | loss: 0.0312432 | val_loss: 0.031243 | Time: 2339.29 ms [2022-03-09 23:51:16 main:574] : INFO : Epoch 1673 | loss: 0.0312432 | val_loss: 0.0312419 | Time: 2441.91 ms [2022-03-09 23:51:19 main:574] : INFO : Epoch 1674 | loss: 0.0312428 | val_loss: 0.0312417 | Time: 2484.15 ms [2022-03-09 23:51:21 main:574] : INFO : Epoch 1675 | loss: 0.0312428 | val_loss: 0.0312417 | Time: 2546.34 ms [2022-03-09 23:51:24 main:574] : INFO : Epoch 1676 | loss: 0.0312428 | val_loss: 0.0312417 | Time: 2644.96 ms [2022-03-09 23:51:27 main:574] : INFO : Epoch 1677 | loss: 0.031243 | val_loss: 0.0312416 | Time: 2858.06 ms [2022-03-09 23:51:30 main:574] : INFO : Epoch 1678 | loss: 0.0312422 | val_loss: 0.0312412 | Time: 2928.46 ms [2022-03-09 23:51:34 main:574] : INFO : Epoch 1679 | loss: 0.0312422 | val_loss: 0.0312409 | Time: 3822.99 ms [2022-03-09 23:51:36 main:574] : INFO : Epoch 1680 | loss: 0.0312419 | val_loss: 0.0312408 | Time: 2681.38 ms [2022-03-09 23:51:39 main:574] : INFO : Epoch 1681 | loss: 0.0312419 | val_loss: 0.0312408 | Time: 2877.89 ms [2022-03-09 23:51:42 main:574] : INFO : Epoch 1682 | loss: 0.0312419 | val_loss: 0.031241 | Time: 2520.48 ms [2022-03-09 23:51:45 main:574] : INFO : Epoch 1683 | loss: 0.0312418 | val_loss: 0.0312405 | Time: 3522.68 ms [2022-03-09 23:51:49 main:574] : INFO : Epoch 1684 | loss: 0.0312417 | val_loss: 0.0312411 | Time: 3114.55 ms [2022-03-09 23:51:52 main:574] : INFO : Epoch 1685 | loss: 0.0312416 | val_loss: 0.0312402 | Time: 3399.54 ms [2022-03-09 23:51:56 main:574] : INFO : Epoch 1686 | loss: 0.0312413 | val_loss: 0.0312407 | Time: 3957.54 ms [2022-03-09 23:51:59 main:574] : INFO : Epoch 1687 | loss: 0.0312411 | val_loss: 0.03124 | Time: 2950.49 ms [2022-03-09 23:52:02 main:574] : INFO : Epoch 1688 | loss: 0.0312412 | val_loss: 0.0312405 | Time: 3464.26 ms [2022-03-09 23:52:05 main:574] : INFO : Epoch 1689 | loss: 0.0312416 | val_loss: 0.03124 | Time: 2721.47 ms [2022-03-09 23:52:08 main:574] : INFO : Epoch 1690 | loss: 0.0312413 | val_loss: 0.031241 | Time: 2853.92 ms [2022-03-09 23:52:11 main:574] : INFO : Epoch 1691 | loss: 0.0312412 | val_loss: 0.0312396 | Time: 3126.74 ms [2022-03-09 23:52:14 main:574] : INFO : Epoch 1692 | loss: 0.0312411 | val_loss: 0.0312398 | Time: 2549.7 ms [2022-03-09 23:52:17 main:574] : INFO : Epoch 1693 | loss: 0.0312411 | val_loss: 0.0312399 | Time: 2844.29 ms [2022-03-09 23:52:19 main:574] : INFO : Epoch 1694 | loss: 0.0312412 | val_loss: 0.0312411 | Time: 2603.07 ms [2022-03-09 23:52:23 main:574] : INFO : Epoch 1695 | loss: 0.0312409 | val_loss: 0.0312395 | Time: 3495.93 ms [2022-03-09 23:52:26 main:574] : INFO : Epoch 1696 | loss: 0.0312408 | val_loss: 0.0312401 | Time: 2749.75 ms [2022-03-09 23:52:29 main:574] : INFO : Epoch 1697 | loss: 0.0312405 | val_loss: 0.0312397 | Time: 2902.7 ms [2022-03-09 23:52:31 main:574] : INFO : Epoch 1698 | loss: 0.0312405 | val_loss: 0.0312413 | Time: 2464.73 ms [2022-03-09 23:52:34 main:574] : INFO : Epoch 1699 | loss: 0.0312407 | val_loss: 0.0312392 | Time: 2644.2 ms [2022-03-09 23:52:36 main:574] : INFO : Epoch 1700 | loss: 0.0312409 | val_loss: 0.0312407 | Time: 2497.48 ms [2022-03-09 23:52:40 main:574] : INFO : Epoch 1701 | loss: 0.0312412 | val_loss: 0.0312403 | Time: 3376.54 ms [2022-03-09 23:52:44 main:574] : INFO : Epoch 1702 | loss: 0.0312405 | val_loss: 0.0312397 | Time: 3680.34 ms [2022-03-09 23:52:47 main:574] : INFO : Epoch 1703 | loss: 0.031241 | val_loss: 0.0312395 | Time: 3856.76 ms [2022-03-09 23:52:50 main:574] : INFO : Epoch 1704 | loss: 0.0312409 | val_loss: 0.0312397 | Time: 2766.79 ms [2022-03-09 23:52:53 main:574] : INFO : Epoch 1705 | loss: 0.0312408 | val_loss: 0.0312391 | Time: 2316.98 ms [2022-03-09 23:52:55 main:574] : INFO : Epoch 1706 | loss: 0.0312408 | val_loss: 0.031239 | Time: 2483.94 ms [2022-03-09 23:52:58 main:574] : INFO : Epoch 1707 | loss: 0.0312406 | val_loss: 0.0312392 | Time: 2554.36 ms [2022-03-09 23:53:01 main:574] : INFO : Epoch 1708 | loss: 0.0312404 | val_loss: 0.0312388 | Time: 2799.48 ms [2022-03-09 23:53:04 main:574] : INFO : Epoch 1709 | loss: 0.0312401 | val_loss: 0.0312395 | Time: 2976.87 ms [2022-03-09 23:53:07 main:574] : INFO : Epoch 1710 | loss: 0.0312401 | val_loss: 0.0312387 | Time: 3432.56 ms [2022-03-09 23:53:11 main:574] : INFO : Epoch 1711 | loss: 0.0312402 | val_loss: 0.0312387 | Time: 3468.5 ms [2022-03-09 23:53:14 main:574] : INFO : Epoch 1712 | loss: 0.0312399 | val_loss: 0.0312388 | Time: 3313.81 ms [2022-03-09 23:53:16 main:574] : INFO : Epoch 1713 | loss: 0.03124 | val_loss: 0.0312386 | Time: 2477.06 ms [2022-03-09 23:53:19 main:574] : INFO : Epoch 1714 | loss: 0.0312407 | val_loss: 0.031239 | Time: 2526.04 ms [2022-03-09 23:53:22 main:574] : INFO : Epoch 1715 | loss: 0.0312399 | val_loss: 0.0312384 | Time: 3069.83 ms [2022-03-09 23:53:25 main:574] : INFO : Epoch 1716 | loss: 0.0312397 | val_loss: 0.0312386 | Time: 3030.33 ms [2022-03-09 23:53:28 main:574] : INFO : Epoch 1717 | loss: 0.0312398 | val_loss: 0.0312391 | Time: 2919.77 ms [2022-03-09 23:53:31 main:574] : INFO : Epoch 1718 | loss: 0.0312402 | val_loss: 0.0312392 | Time: 2665.11 ms [2022-03-09 23:53:34 main:574] : INFO : Epoch 1719 | loss: 0.03124 | val_loss: 0.0312384 | Time: 2640.24 ms [2022-03-09 23:53:37 main:574] : INFO : Epoch 1720 | loss: 0.0312396 | val_loss: 0.0312384 | Time: 3375.6 ms [2022-03-09 23:53:40 main:574] : INFO : Epoch 1721 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 2617.42 ms [2022-03-09 23:53:42 main:574] : INFO : Epoch 1722 | loss: 0.0312395 | val_loss: 0.0312382 | Time: 2626.64 ms [2022-03-09 23:53:45 main:574] : INFO : Epoch 1723 | loss: 0.0312397 | val_loss: 0.0312386 | Time: 3050.04 ms [2022-03-09 23:53:50 main:574] : INFO : Epoch 1724 | loss: 0.0312396 | val_loss: 0.0312382 | Time: 4361.18 ms [2022-03-09 23:53:53 main:574] : INFO : Epoch 1725 | loss: 0.0312398 | val_loss: 0.0312385 | Time: 3336.35 ms [2022-03-09 23:53:56 main:574] : INFO : Epoch 1726 | loss: 0.0312401 | val_loss: 0.0312393 | Time: 2984.34 ms [2022-03-09 23:53:59 main:574] : INFO : Epoch 1727 | loss: 0.0312401 | val_loss: 0.0312384 | Time: 3041.6 ms [2022-03-09 23:54:02 main:574] : INFO : Epoch 1728 | loss: 0.0312395 | val_loss: 0.0312385 | Time: 2621.38 ms [2022-03-09 23:54:05 main:574] : INFO : Epoch 1729 | loss: 0.0312395 | val_loss: 0.031238 | Time: 3149.13 ms [2022-03-09 23:54:08 main:574] : INFO : Epoch 1730 | loss: 0.0312393 | val_loss: 0.0312382 | Time: 3312.23 ms [2022-03-09 23:54:12 main:574] : INFO : Epoch 1731 | loss: 0.0312399 | val_loss: 0.0312391 | Time: 3060.52 ms [2022-03-09 23:54:15 main:574] : INFO : Epoch 1732 | loss: 0.0312397 | val_loss: 0.0312383 | Time: 3226.5 ms [2022-03-09 23:54:17 main:574] : INFO : Epoch 1733 | loss: 0.0312399 | val_loss: 0.0312385 | Time: 2543.46 ms [2022-03-09 23:54:20 main:574] : INFO : Epoch 1734 | loss: 0.0312399 | val_loss: 0.0312395 | Time: 2515.69 ms [2022-03-09 23:54:23 main:574] : INFO : Epoch 1735 | loss: 0.0312393 | val_loss: 0.0312382 | Time: 2662.77 ms [2022-03-09 23:54:26 main:574] : INFO : Epoch 1736 | loss: 0.0312395 | val_loss: 0.0312386 | Time: 2794.11 ms [2022-03-09 23:54:29 main:574] : INFO : Epoch 1737 | loss: 0.0312393 | val_loss: 0.0312387 | Time: 3117.91 ms [2022-03-09 23:54:32 main:574] : INFO : Epoch 1738 | loss: 0.0312395 | val_loss: 0.0312381 | Time: 3184.15 ms [2022-03-09 23:54:35 main:574] : INFO : Epoch 1739 | loss: 0.0312391 | val_loss: 0.0312379 | Time: 3497.47 ms [2022-03-09 23:54:40 main:574] : INFO : Epoch 1740 | loss: 0.0312393 | val_loss: 0.0312393 | Time: 4400.48 ms [2022-03-09 23:54:43 main:574] : INFO : Epoch 1741 | loss: 0.0312394 | val_loss: 0.0312378 | Time: 2946.45 ms [2022-03-09 23:54:46 main:574] : INFO : Epoch 1742 | loss: 0.0312392 | val_loss: 0.0312379 | Time: 3372.25 ms [2022-03-09 23:54:49 main:574] : INFO : Epoch 1743 | loss: 0.0312396 | val_loss: 0.0312395 | Time: 3191.58 ms [2022-03-09 23:54:52 main:574] : INFO : Epoch 1744 | loss: 0.0312395 | val_loss: 0.0312383 | Time: 2934.72 ms [2022-03-09 23:54:55 main:574] : INFO : Epoch 1745 | loss: 0.0312391 | val_loss: 0.0312381 | Time: 2469.11 ms [2022-03-09 23:54:58 main:574] : INFO : Epoch 1746 | loss: 0.0312397 | val_loss: 0.0312378 | Time: 2945.99 ms [2022-03-09 23:55:01 main:574] : INFO : Epoch 1747 | loss: 0.0312392 | val_loss: 0.0312376 | Time: 2743.81 ms [2022-03-09 23:55:04 main:574] : INFO : Epoch 1748 | loss: 0.0312393 | val_loss: 0.0312392 | Time: 3274.35 ms [2022-03-09 23:55:07 main:574] : INFO : Epoch 1749 | loss: 0.0312401 | val_loss: 0.0312389 | Time: 2731.26 ms [2022-03-09 23:55:10 main:574] : INFO : Epoch 1750 | loss: 0.0312392 | val_loss: 0.0312388 | Time: 2918.03 ms [2022-03-09 23:55:13 main:574] : INFO : Epoch 1751 | loss: 0.0312406 | val_loss: 0.0312376 | Time: 2952.61 ms [2022-03-09 23:55:16 main:574] : INFO : Epoch 1752 | loss: 0.0312391 | val_loss: 0.0312378 | Time: 2992.54 ms [2022-03-09 23:55:19 main:574] : INFO : Epoch 1753 | loss: 0.0312386 | val_loss: 0.0312377 | Time: 3618.79 ms [2022-03-09 23:55:23 main:574] : INFO : Epoch 1754 | loss: 0.0312394 | val_loss: 0.0312376 | Time: 3060.39 ms [2022-03-09 23:55:26 main:574] : INFO : Epoch 1755 | loss: 0.0312387 | val_loss: 0.0312368 | Time: 3249.84 ms [2022-03-09 23:55:29 main:574] : INFO : Epoch 1756 | loss: 0.0312382 | val_loss: 0.0312378 | Time: 3202.95 ms [2022-03-09 23:55:33 main:574] : INFO : Epoch 1757 | loss: 0.0312369 | val_loss: 0.0312356 | Time: 3531.74 ms [2022-03-09 23:55:36 main:574] : INFO : Epoch 1758 | loss: 0.0312361 | val_loss: 0.0312349 | Time: 3128.6 ms [2022-03-09 23:55:40 main:574] : INFO : Epoch 1759 | loss: 0.0312355 | val_loss: 0.031235 | Time: 3765.02 ms [2022-03-09 23:55:42 main:574] : INFO : Epoch 1760 | loss: 0.0312355 | val_loss: 0.0312345 | Time: 2508.08 ms [2022-03-09 23:55:46 main:574] : INFO : Epoch 1761 | loss: 0.0312355 | val_loss: 0.0312346 | Time: 3600.68 ms [2022-03-09 23:55:49 main:574] : INFO : Epoch 1762 | loss: 0.0312358 | val_loss: 0.0312348 | Time: 2841.98 ms [2022-03-09 23:55:51 main:574] : INFO : Epoch 1763 | loss: 0.0312355 | val_loss: 0.0312346 | Time: 2353.76 ms [2022-03-09 23:55:54 main:574] : INFO : Epoch 1764 | loss: 0.0312348 | val_loss: 0.0312352 | Time: 3063.49 ms [2022-03-09 23:55:57 main:574] : INFO : Epoch 1765 | loss: 0.0312358 | val_loss: 0.0312356 | Time: 2873.03 ms [2022-03-09 23:56:00 main:574] : INFO : Epoch 1766 | loss: 0.031236 | val_loss: 0.031236 | Time: 3128.29 ms [2022-03-09 23:56:04 main:574] : INFO : Epoch 1767 | loss: 0.0312352 | val_loss: 0.0312339 | Time: 3184.56 ms [2022-03-09 23:56:07 main:574] : INFO : Epoch 1768 | loss: 0.0312351 | val_loss: 0.0312348 | Time: 3064.05 ms [2022-03-09 23:56:10 main:574] : INFO : Epoch 1769 | loss: 0.0312357 | val_loss: 0.0312346 | Time: 2859.36 ms [2022-03-09 23:56:13 main:574] : INFO : Epoch 1770 | loss: 0.0312353 | val_loss: 0.0312348 | Time: 3199.17 ms [2022-03-09 23:56:16 main:574] : INFO : Epoch 1771 | loss: 0.0312351 | val_loss: 0.0312337 | Time: 2978.25 ms [2022-03-09 23:56:19 main:574] : INFO : Epoch 1772 | loss: 0.0312353 | val_loss: 0.0312342 | Time: 3536.41 ms [2022-03-09 23:56:23 main:574] : INFO : Epoch 1773 | loss: 0.0312358 | val_loss: 0.0312352 | Time: 3420.86 ms [2022-03-09 23:56:26 main:574] : INFO : Epoch 1774 | loss: 0.0312355 | val_loss: 0.0312364 | Time: 3139.07 ms [2022-03-09 23:56:29 main:574] : INFO : Epoch 1775 | loss: 0.0312362 | val_loss: 0.0312335 | Time: 2942.37 ms [2022-03-09 23:56:32 main:574] : INFO : Epoch 1776 | loss: 0.0312347 | val_loss: 0.0312364 | Time: 3077.73 ms [2022-03-09 23:56:35 main:574] : INFO : Epoch 1777 | loss: 0.0312354 | val_loss: 0.031234 | Time: 2989.7 ms [2022-03-09 23:56:39 main:574] : INFO : Epoch 1778 | loss: 0.0312357 | val_loss: 0.0312372 | Time: 3834.9 ms [2022-03-09 23:56:42 main:574] : INFO : Epoch 1779 | loss: 0.0312355 | val_loss: 0.031235 | Time: 2885.72 ms [2022-03-09 23:56:45 main:574] : INFO : Epoch 1780 | loss: 0.0312347 | val_loss: 0.0312333 | Time: 2957.97 ms [2022-03-09 23:56:48 main:574] : INFO : Epoch 1781 | loss: 0.0312345 | val_loss: 0.0312349 | Time: 3177.05 ms [2022-03-09 23:56:51 main:574] : INFO : Epoch 1782 | loss: 0.0312346 | val_loss: 0.0312335 | Time: 2976.65 ms [2022-03-09 23:56:54 main:574] : INFO : Epoch 1783 | loss: 0.0312347 | val_loss: 0.0312334 | Time: 3165.37 ms [2022-03-09 23:56:58 main:574] : INFO : Epoch 1784 | loss: 0.031236 | val_loss: 0.0312338 | Time: 3470.58 ms [2022-03-09 23:57:01 main:574] : INFO : Epoch 1785 | loss: 0.0312366 | val_loss: 0.0312339 | Time: 2823.56 ms [2022-03-09 23:57:03 main:574] : INFO : Epoch 1786 | loss: 0.031235 | val_loss: 0.0312332 | Time: 2683.02 ms [2022-03-09 23:57:06 main:574] : INFO : Epoch 1787 | loss: 0.0312348 | val_loss: 0.031234 | Time: 3047.83 ms [2022-03-09 23:57:09 main:574] : INFO : Epoch 1788 | loss: 0.0312361 | val_loss: 0.0312336 | Time: 2940.97 ms [2022-03-09 23:57:12 main:574] : INFO : Epoch 1789 | loss: 0.0312359 | val_loss: 0.0312337 | Time: 2749.54 ms [2022-03-09 23:57:15 main:574] : INFO : Epoch 1790 | loss: 0.0312348 | val_loss: 0.031233 | Time: 2581.32 ms [2022-03-09 23:57:18 main:574] : INFO : Epoch 1791 | loss: 0.0312344 | val_loss: 0.0312331 | Time: 2706.28 ms [2022-03-09 23:57:21 main:574] : INFO : Epoch 1792 | loss: 0.0312352 | val_loss: 0.0312341 | Time: 3157.59 ms [2022-03-09 23:57:24 main:574] : INFO : Epoch 1793 | loss: 0.0312342 | val_loss: 0.0312333 | Time: 3442.85 ms [2022-03-09 23:57:27 main:574] : INFO : Epoch 1794 | loss: 0.0312344 | val_loss: 0.0312333 | Time: 3027.32 ms [2022-03-09 23:57:31 main:574] : INFO : Epoch 1795 | loss: 0.0312345 | val_loss: 0.0312344 | Time: 3842.39 ms [2022-03-09 23:57:35 main:574] : INFO : Epoch 1796 | loss: 0.0312358 | val_loss: 0.031234 | Time: 3379.48 ms [2022-03-09 23:57:38 main:574] : INFO : Epoch 1797 | loss: 0.0312346 | val_loss: 0.031234 | Time: 2978.41 ms [2022-03-09 23:57:41 main:574] : INFO : Epoch 1798 | loss: 0.0312346 | val_loss: 0.0312339 | Time: 3415.42 ms [2022-03-09 23:57:44 main:574] : INFO : Epoch 1799 | loss: 0.031234 | val_loss: 0.0312329 | Time: 3128.04 ms [2022-03-09 23:57:47 main:574] : INFO : Epoch 1800 | loss: 0.0312342 | val_loss: 0.031233 | Time: 2713.11 ms [2022-03-09 23:57:50 main:574] : INFO : Epoch 1801 | loss: 0.0312342 | val_loss: 0.0312336 | Time: 3042.99 ms [2022-03-09 23:57:54 main:574] : INFO : Epoch 1802 | loss: 0.0312346 | val_loss: 0.0312331 | Time: 4127.32 ms [2022-03-09 23:57:58 main:574] : INFO : Epoch 1803 | loss: 0.0312362 | val_loss: 0.0312343 | Time: 3592.61 ms [2022-03-09 23:58:00 main:574] : INFO : Epoch 1804 | loss: 0.0312356 | val_loss: 0.0312336 | Time: 2498.06 ms [2022-03-09 23:58:04 main:574] : INFO : Epoch 1805 | loss: 0.0312343 | val_loss: 0.0312328 | Time: 3360.9 ms [2022-03-09 23:58:07 main:574] : INFO : Epoch 1806 | loss: 0.0312354 | val_loss: 0.0312337 | Time: 3008.34 ms [2022-03-09 23:58:10 main:574] : INFO : Epoch 1807 | loss: 0.0312352 | val_loss: 0.0312328 | Time: 3168.09 ms [2022-03-09 23:58:13 main:574] : INFO : Epoch 1808 | loss: 0.0312341 | val_loss: 0.0312329 | Time: 3267.13 ms [2022-03-09 23:58:17 main:574] : INFO : Epoch 1809 | loss: 0.0312339 | val_loss: 0.0312328 | Time: 3819.85 ms [2022-03-09 23:58:21 main:574] : INFO : Epoch 1810 | loss: 0.0312341 | val_loss: 0.0312338 | Time: 3706.15 ms [2022-03-09 23:58:24 main:574] : INFO : Epoch 1811 | loss: 0.0312345 | val_loss: 0.031234 | Time: 3058.01 ms [2022-03-09 23:58:27 main:574] : INFO : Epoch 1812 | loss: 0.0312346 | val_loss: 0.0312337 | Time: 3090.95 ms [2022-03-09 23:58:30 main:574] : INFO : Epoch 1813 | loss: 0.031235 | val_loss: 0.0312331 | Time: 2733.98 ms [2022-03-09 23:58:33 main:574] : INFO : Epoch 1814 | loss: 0.0312346 | val_loss: 0.0312337 | Time: 2795.07 ms [2022-03-09 23:58:36 main:574] : INFO : Epoch 1815 | loss: 0.0312346 | val_loss: 0.0312329 | Time: 2842.56 ms [2022-03-09 23:58:39 main:574] : INFO : Epoch 1816 | loss: 0.0312341 | val_loss: 0.0312334 | Time: 3298.51 ms [2022-03-09 23:58:43 main:574] : INFO : Epoch 1817 | loss: 0.031234 | val_loss: 0.0312336 | Time: 3601.63 ms [2022-03-09 23:58:46 main:574] : INFO : Epoch 1818 | loss: 0.0312344 | val_loss: 0.0312349 | Time: 3580.85 ms [2022-03-09 23:58:50 main:574] : INFO : Epoch 1819 | loss: 0.0312356 | val_loss: 0.031233 | Time: 3731.98 ms [2022-03-09 23:58:53 main:574] : INFO : Epoch 1820 | loss: 0.0312346 | val_loss: 0.0312331 | Time: 3270.8 ms [2022-03-09 23:58:56 main:574] : INFO : Epoch 1821 | loss: 0.0312352 | val_loss: 0.0312337 | Time: 3059.87 ms [2022-03-09 23:58:59 main:574] : INFO : Epoch 1822 | loss: 0.0312347 | val_loss: 0.0312337 | Time: 3004.29 ms [2022-03-09 23:59:03 main:574] : INFO : Epoch 1823 | loss: 0.0312357 | val_loss: 0.0312382 | Time: 3191.26 ms [2022-03-09 23:59:05 main:574] : INFO : Epoch 1824 | loss: 0.0312355 | val_loss: 0.0312343 | Time: 2458.36 ms [2022-03-09 23:59:08 main:574] : INFO : Epoch 1825 | loss: 0.0312353 | val_loss: 0.0312352 | Time: 2945.73 ms [2022-03-09 23:59:11 main:574] : INFO : Epoch 1826 | loss: 0.0312349 | val_loss: 0.0312339 | Time: 2800.41 ms [2022-03-09 23:59:14 main:574] : INFO : Epoch 1827 | loss: 0.0312363 | val_loss: 0.0312341 | Time: 2706.28 ms [2022-03-09 23:59:17 main:574] : INFO : Epoch 1828 | loss: 0.0312346 | val_loss: 0.0312326 | Time: 3022.9 ms [2022-03-09 23:59:20 main:574] : INFO : Epoch 1829 | loss: 0.0312348 | val_loss: 0.0312325 | Time: 2906.77 ms [2022-03-09 23:59:23 main:574] : INFO : Epoch 1830 | loss: 0.0312343 | val_loss: 0.0312324 | Time: 3480.48 ms [2022-03-09 23:59:26 main:574] : INFO : Epoch 1831 | loss: 0.0312353 | val_loss: 0.0312326 | Time: 3186.25 ms [2022-03-09 23:59:30 main:574] : INFO : Epoch 1832 | loss: 0.031235 | val_loss: 0.0312332 | Time: 3516.68 ms [2022-03-09 23:59:33 main:574] : INFO : Epoch 1833 | loss: 0.0312347 | val_loss: 0.031233 | Time: 3430.18 ms [2022-03-09 23:59:37 main:574] : INFO : Epoch 1834 | loss: 0.0312358 | val_loss: 0.0312329 | Time: 3673.28 ms [2022-03-09 23:59:40 main:574] : INFO : Epoch 1835 | loss: 0.0312351 | val_loss: 0.0312353 | Time: 2875.03 ms [2022-03-09 23:59:43 main:574] : INFO : Epoch 1836 | loss: 0.0312348 | val_loss: 0.0312331 | Time: 2800.52 ms [2022-03-09 23:59:47 main:574] : INFO : Epoch 1837 | loss: 0.0312337 | val_loss: 0.0312325 | Time: 3575.29 ms [2022-03-09 23:59:50 main:574] : INFO : Epoch 1838 | loss: 0.031234 | val_loss: 0.031233 | Time: 3668.47 ms [2022-03-09 23:59:53 main:574] : INFO : Epoch 1839 | loss: 0.031234 | val_loss: 0.0312329 | Time: 2945.71 ms [2022-03-09 23:59:57 main:574] : INFO : Epoch 1840 | loss: 0.0312354 | val_loss: 0.0312353 | Time: 3494.37 ms [2022-03-10 00:00:00 main:574] : INFO : Epoch 1841 | loss: 0.0312359 | val_loss: 0.0312373 | Time: 3404.04 ms [2022-03-10 00:00:03 main:574] : INFO : Epoch 1842 | loss: 0.031235 | val_loss: 0.0312342 | Time: 2417.32 ms [2022-03-10 00:00:06 main:574] : INFO : Epoch 1843 | loss: 0.031235 | val_loss: 0.0312344 | Time: 3031.66 ms [2022-03-10 00:00:09 main:574] : INFO : Epoch 1844 | loss: 0.0312341 | val_loss: 0.0312334 | Time: 3042.19 ms [2022-03-10 00:00:11 main:574] : INFO : Epoch 1845 | loss: 0.0312348 | val_loss: 0.0312332 | Time: 2524.67 ms [2022-03-10 00:00:14 main:574] : INFO : Epoch 1846 | loss: 0.0312343 | val_loss: 0.0312335 | Time: 2503.1 ms [2022-03-10 00:00:17 main:574] : INFO : Epoch 1847 | loss: 0.0312347 | val_loss: 0.031234 | Time: 2745.92 ms [2022-03-10 00:00:20 main:574] : INFO : Epoch 1848 | loss: 0.0312351 | val_loss: 0.0312337 | Time: 3249.4 ms [2022-03-10 00:00:23 main:574] : INFO : Epoch 1849 | loss: 0.0312352 | val_loss: 0.0312343 | Time: 2842.14 ms [2022-03-10 00:00:25 main:574] : INFO : Epoch 1850 | loss: 0.0312351 | val_loss: 0.0312338 | Time: 2464.17 ms [2022-03-10 00:00:28 main:574] : INFO : Epoch 1851 | loss: 0.0312348 | val_loss: 0.0312336 | Time: 2655.9 ms [2022-03-10 00:00:32 main:574] : INFO : Epoch 1852 | loss: 0.031234 | val_loss: 0.0312329 | Time: 3539.6 ms [2022-03-10 00:00:35 main:574] : INFO : Epoch 1853 | loss: 0.0312342 | val_loss: 0.0312348 | Time: 3441.32 ms [2022-03-10 00:00:38 main:574] : INFO : Epoch 1854 | loss: 0.0312347 | val_loss: 0.0312383 | Time: 2914.78 ms [2022-03-10 00:00:41 main:574] : INFO : Epoch 1855 | loss: 0.0312362 | val_loss: 0.0312327 | Time: 3184.8 ms [2022-03-10 00:00:44 main:574] : INFO : Epoch 1856 | loss: 0.0312337 | val_loss: 0.0312324 | Time: 2889.06 ms [2022-03-10 00:00:48 main:574] : INFO : Epoch 1857 | loss: 0.0312347 | val_loss: 0.0312336 | Time: 3821.28 ms [2022-03-10 00:00:51 main:574] : INFO : Epoch 1858 | loss: 0.0312341 | val_loss: 0.0312327 | Time: 3345.33 ms [2022-03-10 00:00:55 main:574] : INFO : Epoch 1859 | loss: 0.0312362 | val_loss: 0.031233 | Time: 3947.56 ms [2022-03-10 00:00:58 main:574] : INFO : Epoch 1860 | loss: 0.0312342 | val_loss: 0.0312326 | Time: 2580.9 ms [2022-03-10 00:01:01 main:574] : INFO : Epoch 1861 | loss: 0.0312338 | val_loss: 0.0312377 | Time: 2520.75 ms [2022-03-10 00:01:03 main:574] : INFO : Epoch 1862 | loss: 0.0312349 | val_loss: 0.0312321 | Time: 2349.97 ms [2022-03-10 00:01:05 main:574] : INFO : Epoch 1863 | loss: 0.031236 | val_loss: 0.0312338 | Time: 2298.48 ms [2022-03-10 00:01:08 main:574] : INFO : Epoch 1864 | loss: 0.031234 | val_loss: 0.031234 | Time: 2826.58 ms [2022-03-10 00:01:12 main:574] : INFO : Epoch 1865 | loss: 0.0312346 | val_loss: 0.0312324 | Time: 3673.96 ms [2022-03-10 00:01:15 main:574] : INFO : Epoch 1866 | loss: 0.0312344 | val_loss: 0.0312328 | Time: 2926.54 ms [2022-03-10 00:01:17 main:574] : INFO : Epoch 1867 | loss: 0.0312343 | val_loss: 0.0312333 | Time: 2537.24 ms [2022-03-10 00:01:21 main:574] : INFO : Epoch 1868 | loss: 0.0312349 | val_loss: 0.0312327 | Time: 3163.24 ms [2022-03-10 00:01:25 main:574] : INFO : Epoch 1869 | loss: 0.0312342 | val_loss: 0.0312345 | Time: 3898.56 ms [2022-03-10 00:01:27 main:574] : INFO : Epoch 1870 | loss: 0.0312356 | val_loss: 0.0312346 | Time: 2786.48 ms [2022-03-10 00:01:30 main:574] : INFO : Epoch 1871 | loss: 0.0312357 | val_loss: 0.0312335 | Time: 2790.46 ms [2022-03-10 00:01:34 main:574] : INFO : Epoch 1872 | loss: 0.0312364 | val_loss: 0.0312354 | Time: 3292.29 ms [2022-03-10 00:01:36 main:574] : INFO : Epoch 1873 | loss: 0.0312352 | val_loss: 0.0312342 | Time: 2741.57 ms [2022-03-10 00:01:39 main:574] : INFO : Epoch 1874 | loss: 0.0312338 | val_loss: 0.0312403 | Time: 2921.52 ms [2022-03-10 00:01:42 main:574] : INFO : Epoch 1875 | loss: 0.0312357 | val_loss: 0.0312337 | Time: 2701.34 ms [2022-03-10 00:01:45 main:574] : INFO : Epoch 1876 | loss: 0.0312356 | val_loss: 0.0312385 | Time: 3328.47 ms [2022-03-10 00:01:49 main:574] : INFO : Epoch 1877 | loss: 0.0312366 | val_loss: 0.0312353 | Time: 3147.94 ms [2022-03-10 00:01:51 main:574] : INFO : Epoch 1878 | loss: 0.0312353 | val_loss: 0.0312349 | Time: 2701.05 ms [2022-03-10 00:01:55 main:574] : INFO : Epoch 1879 | loss: 0.0312342 | val_loss: 0.0312345 | Time: 3153.42 ms [2022-03-10 00:01:58 main:574] : INFO : Epoch 1880 | loss: 0.0312352 | val_loss: 0.0312348 | Time: 3180.64 ms [2022-03-10 00:02:01 main:574] : INFO : Epoch 1881 | loss: 0.0312348 | val_loss: 0.0312348 | Time: 3475.44 ms [2022-03-10 00:02:04 main:574] : INFO : Epoch 1882 | loss: 0.0312341 | val_loss: 0.0312328 | Time: 2415.51 ms [2022-03-10 00:02:07 main:574] : INFO : Epoch 1883 | loss: 0.0312347 | val_loss: 0.0312345 | Time: 2825.18 ms [2022-03-10 00:02:09 main:574] : INFO : Epoch 1884 | loss: 0.0312342 | val_loss: 0.0312341 | Time: 2703.91 ms [2022-03-10 00:02:13 main:574] : INFO : Epoch 1885 | loss: 0.0312345 | val_loss: 0.0312342 | Time: 3691.29 ms [2022-03-10 00:02:16 main:574] : INFO : Epoch 1886 | loss: 0.031234 | val_loss: 0.0312326 | Time: 2853.38 ms [2022-03-10 00:02:19 main:574] : INFO : Epoch 1887 | loss: 0.0312359 | val_loss: 0.0312376 | Time: 2531.75 ms [2022-03-10 00:02:22 main:574] : INFO : Epoch 1888 | loss: 0.0312359 | val_loss: 0.0312331 | Time: 2813.27 ms [2022-03-10 00:02:24 main:574] : INFO : Epoch 1889 | loss: 0.0312333 | val_loss: 0.0312324 | Time: 2743.49 ms [2022-03-10 00:02:27 main:574] : INFO : Epoch 1890 | loss: 0.0312336 | val_loss: 0.0312331 | Time: 2966.87 ms [2022-03-10 00:02:30 main:574] : INFO : Epoch 1891 | loss: 0.0312337 | val_loss: 0.0312332 | Time: 2911.93 ms [2022-03-10 00:02:34 main:574] : INFO : Epoch 1892 | loss: 0.0312353 | val_loss: 0.0312357 | Time: 3531.75 ms [2022-03-10 00:02:37 main:574] : INFO : Epoch 1893 | loss: 0.0312348 | val_loss: 0.0312358 | Time: 2955.1 ms [2022-03-10 00:02:39 main:574] : INFO : Epoch 1894 | loss: 0.0312355 | val_loss: 0.0312332 | Time: 2314.69 ms [2022-03-10 00:02:43 main:574] : INFO : Epoch 1895 | loss: 0.0312342 | val_loss: 0.0312324 | Time: 3301.89 ms [2022-03-10 00:02:46 main:574] : INFO : Epoch 1896 | loss: 0.0312344 | val_loss: 0.0312369 | Time: 3151.27 ms [2022-03-10 00:02:49 main:574] : INFO : Epoch 1897 | loss: 0.0312359 | val_loss: 0.0312368 | Time: 3127.82 ms [2022-03-10 00:02:52 main:574] : INFO : Epoch 1898 | loss: 0.0312338 | val_loss: 0.031234 | Time: 3212.49 ms [2022-03-10 00:02:55 main:574] : INFO : Epoch 1899 | loss: 0.031234 | val_loss: 0.0312354 | Time: 2876.07 ms [2022-03-10 00:02:58 main:574] : INFO : Epoch 1900 | loss: 0.0312346 | val_loss: 0.031234 | Time: 3083.69 ms [2022-03-10 00:03:03 main:574] : INFO : Epoch 1901 | loss: 0.0312366 | val_loss: 0.0312378 | Time: 4488.13 ms [2022-03-10 00:03:06 main:574] : INFO : Epoch 1902 | loss: 0.0312371 | val_loss: 0.0312336 | Time: 2920.06 ms [2022-03-10 00:03:10 main:574] : INFO : Epoch 1903 | loss: 0.0312336 | val_loss: 0.0312326 | Time: 4150.02 ms [2022-03-10 00:03:13 main:574] : INFO : Epoch 1904 | loss: 0.0312334 | val_loss: 0.0312322 | Time: 2731.92 ms [2022-03-10 00:03:16 main:574] : INFO : Epoch 1905 | loss: 0.0312338 | val_loss: 0.0312326 | Time: 2792.48 ms [2022-03-10 00:03:19 main:574] : INFO : Epoch 1906 | loss: 0.0312336 | val_loss: 0.0312321 | Time: 3214.9 ms [2022-03-10 00:03:22 main:574] : INFO : Epoch 1907 | loss: 0.0312339 | val_loss: 0.031232 | Time: 3624.61 ms [2022-03-10 00:03:26 main:574] : INFO : Epoch 1908 | loss: 0.0312355 | val_loss: 0.0312382 | Time: 3644.57 ms [2022-03-10 00:03:29 main:574] : INFO : Epoch 1909 | loss: 0.0312345 | val_loss: 0.0312368 | Time: 2613.33 ms [2022-03-10 00:03:32 main:574] : INFO : Epoch 1910 | loss: 0.0312348 | val_loss: 0.0312338 | Time: 3104.15 ms [2022-03-10 00:03:35 main:574] : INFO : Epoch 1911 | loss: 0.0312338 | val_loss: 0.0312333 | Time: 3052.01 ms [2022-03-10 00:03:38 main:574] : INFO : Epoch 1912 | loss: 0.0312343 | val_loss: 0.0312337 | Time: 2724.23 ms [2022-03-10 00:03:41 main:574] : INFO : Epoch 1913 | loss: 0.0312345 | val_loss: 0.0312352 | Time: 2891.52 ms [2022-03-10 00:03:44 main:574] : INFO : Epoch 1914 | loss: 0.0312336 | val_loss: 0.0312327 | Time: 3447.42 ms [2022-03-10 00:03:48 main:574] : INFO : Epoch 1915 | loss: 0.0312343 | val_loss: 0.0312349 | Time: 3823.43 ms [2022-03-10 00:03:51 main:574] : INFO : Epoch 1916 | loss: 0.0312376 | val_loss: 0.031233 | Time: 3302.81 ms [2022-03-10 00:03:54 main:574] : INFO : Epoch 1917 | loss: 0.0312341 | val_loss: 0.0312344 | Time: 2405.56 ms [2022-03-10 00:03:56 main:574] : INFO : Epoch 1918 | loss: 0.0312344 | val_loss: 0.0312332 | Time: 2425.71 ms [2022-03-10 00:03:59 main:574] : INFO : Epoch 1919 | loss: 0.0312339 | val_loss: 0.0312324 | Time: 2633.97 ms [2022-03-10 00:04:02 main:574] : INFO : Epoch 1920 | loss: 0.0312344 | val_loss: 0.0312365 | Time: 3022.52 ms [2022-03-10 00:04:06 main:574] : INFO : Epoch 1921 | loss: 0.0312364 | val_loss: 0.0312393 | Time: 3540.69 ms [2022-03-10 00:04:08 main:574] : INFO : Epoch 1922 | loss: 0.0312362 | val_loss: 0.0312357 | Time: 2510.36 ms [2022-03-10 00:04:11 main:574] : INFO : Epoch 1923 | loss: 0.0312339 | val_loss: 0.0312338 | Time: 2658.94 ms [2022-03-10 00:04:14 main:574] : INFO : Epoch 1924 | loss: 0.0312367 | val_loss: 0.0312377 | Time: 3078.18 ms [2022-03-10 00:04:17 main:574] : INFO : Epoch 1925 | loss: 0.0312352 | val_loss: 0.0312357 | Time: 2568.65 ms [2022-03-10 00:04:19 main:574] : INFO : Epoch 1926 | loss: 0.0312364 | val_loss: 0.0312319 | Time: 2599.17 ms [2022-03-10 00:04:22 main:574] : INFO : Epoch 1927 | loss: 0.031236 | val_loss: 0.0312316 | Time: 3143.3 ms [2022-03-10 00:04:26 main:574] : INFO : Epoch 1928 | loss: 0.0312366 | val_loss: 0.0312404 | Time: 3374.89 ms [2022-03-10 00:04:29 main:574] : INFO : Epoch 1929 | loss: 0.0312359 | val_loss: 0.0312319 | Time: 3150.11 ms [2022-03-10 00:04:32 main:574] : INFO : Epoch 1930 | loss: 0.0312344 | val_loss: 0.0312312 | Time: 2511.61 ms [2022-03-10 00:04:35 main:574] : INFO : Epoch 1931 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 3203.19 ms [2022-03-10 00:04:38 main:574] : INFO : Epoch 1932 | loss: 0.031234 | val_loss: 0.0312323 | Time: 3251.37 ms [2022-03-10 00:04:41 main:574] : INFO : Epoch 1933 | loss: 0.0312338 | val_loss: 0.0312333 | Time: 2915.87 ms [2022-03-10 00:04:44 main:574] : INFO : Epoch 1934 | loss: 0.0312349 | val_loss: 0.0312314 | Time: 3161.68 ms [2022-03-10 00:04:48 main:574] : INFO : Epoch 1935 | loss: 0.0312341 | val_loss: 0.0312341 | Time: 3698.01 ms [2022-03-10 00:04:51 main:574] : INFO : Epoch 1936 | loss: 0.0312355 | val_loss: 0.0312325 | Time: 2882.94 ms [2022-03-10 00:04:54 main:574] : INFO : Epoch 1937 | loss: 0.0312341 | val_loss: 0.0312321 | Time: 3350.53 ms [2022-03-10 00:04:57 main:574] : INFO : Epoch 1938 | loss: 0.0312338 | val_loss: 0.0312362 | Time: 2684.96 ms [2022-03-10 00:05:00 main:574] : INFO : Epoch 1939 | loss: 0.0312341 | val_loss: 0.0312346 | Time: 2513.19 ms [2022-03-10 00:05:03 main:574] : INFO : Epoch 1940 | loss: 0.0312343 | val_loss: 0.0312319 | Time: 3585.67 ms [2022-03-10 00:05:06 main:574] : INFO : Epoch 1941 | loss: 0.0312332 | val_loss: 0.0312312 | Time: 2994.59 ms [2022-03-10 00:05:09 main:574] : INFO : Epoch 1942 | loss: 0.0312342 | val_loss: 0.0312331 | Time: 2456.27 ms [2022-03-10 00:05:11 main:574] : INFO : Epoch 1943 | loss: 0.0312338 | val_loss: 0.0312335 | Time: 2522.88 ms [2022-03-10 00:05:14 main:574] : INFO : Epoch 1944 | loss: 0.0312341 | val_loss: 0.0312323 | Time: 2873.78 ms [2022-03-10 00:05:17 main:574] : INFO : Epoch 1945 | loss: 0.0312349 | val_loss: 0.0312331 | Time: 3021.67 ms [2022-03-10 00:05:21 main:574] : INFO : Epoch 1946 | loss: 0.0312353 | val_loss: 0.0312386 | Time: 3384.92 ms [2022-03-10 00:05:24 main:574] : INFO : Epoch 1947 | loss: 0.031236 | val_loss: 0.0312344 | Time: 2837.93 ms [2022-03-10 00:05:27 main:574] : INFO : Epoch 1948 | loss: 0.031235 | val_loss: 0.0312348 | Time: 2935.46 ms [2022-03-10 00:05:30 main:574] : INFO : Epoch 1949 | loss: 0.0312334 | val_loss: 0.0312338 | Time: 3469.16 ms [2022-03-10 00:05:33 main:574] : INFO : Epoch 1950 | loss: 0.0312326 | val_loss: 0.0312314 | Time: 3149.97 ms [2022-03-10 00:05:36 main:574] : INFO : Epoch 1951 | loss: 0.0312331 | val_loss: 0.0312355 | Time: 2525.56 ms [2022-03-10 00:05:39 main:574] : INFO : Epoch 1952 | loss: 0.0312337 | val_loss: 0.0312323 | Time: 2916.5 ms [2022-03-10 00:05:42 main:574] : INFO : Epoch 1953 | loss: 0.0312334 | val_loss: 0.031232 | Time: 2950.71 ms [2022-03-10 00:05:45 main:574] : INFO : Epoch 1954 | loss: 0.0312353 | val_loss: 0.0312467 | Time: 3612.9 ms [2022-03-10 00:05:48 main:574] : INFO : Epoch 1955 | loss: 0.0312392 | val_loss: 0.0312324 | Time: 2675.93 ms [2022-03-10 00:05:51 main:574] : INFO : Epoch 1956 | loss: 0.0312347 | val_loss: 0.0312343 | Time: 3214.02 ms [2022-03-10 00:05:54 main:574] : INFO : Epoch 1957 | loss: 0.0312327 | val_loss: 0.0312329 | Time: 2989.89 ms [2022-03-10 00:05:57 main:574] : INFO : Epoch 1958 | loss: 0.0312325 | val_loss: 0.0312313 | Time: 2402.1 ms [2022-03-10 00:05:59 main:574] : INFO : Epoch 1959 | loss: 0.0312331 | val_loss: 0.0312338 | Time: 2535.67 ms [2022-03-10 00:06:03 main:574] : INFO : Epoch 1960 | loss: 0.0312337 | val_loss: 0.0312347 | Time: 3044.67 ms [2022-03-10 00:06:05 main:574] : INFO : Epoch 1961 | loss: 0.031234 | val_loss: 0.0312335 | Time: 2355.16 ms [2022-03-10 00:06:08 main:574] : INFO : Epoch 1962 | loss: 0.0312373 | val_loss: 0.0312314 | Time: 2646.8 ms [2022-03-10 00:06:11 main:574] : INFO : Epoch 1963 | loss: 0.0312368 | val_loss: 0.0312413 | Time: 3064.02 ms [2022-03-10 00:06:14 main:574] : INFO : Epoch 1964 | loss: 0.0312347 | val_loss: 0.0312316 | Time: 3603.04 ms [2022-03-10 00:06:18 main:574] : INFO : Epoch 1965 | loss: 0.0312355 | val_loss: 0.031238 | Time: 3111.59 ms [2022-03-10 00:06:21 main:574] : INFO : Epoch 1966 | loss: 0.0312336 | val_loss: 0.0312327 | Time: 3060.6 ms [2022-03-10 00:06:24 main:574] : INFO : Epoch 1967 | loss: 0.031233 | val_loss: 0.0312313 | Time: 2914.22 ms [2022-03-10 00:06:27 main:574] : INFO : Epoch 1968 | loss: 0.0312335 | val_loss: 0.0312333 | Time: 3147.13 ms [2022-03-10 00:06:30 main:574] : INFO : Epoch 1969 | loss: 0.031236 | val_loss: 0.031233 | Time: 3396.18 ms [2022-03-10 00:06:33 main:574] : INFO : Epoch 1970 | loss: 0.0312334 | val_loss: 0.0312404 | Time: 3180.29 ms [2022-03-10 00:06:37 main:574] : INFO : Epoch 1971 | loss: 0.031235 | val_loss: 0.0312359 | Time: 3304.01 ms [2022-03-10 00:06:40 main:574] : INFO : Epoch 1972 | loss: 0.0312344 | val_loss: 0.0312317 | Time: 3284.42 ms [2022-03-10 00:06:43 main:574] : INFO : Epoch 1973 | loss: 0.0312325 | val_loss: 0.0312317 | Time: 3111.9 ms [2022-03-10 00:06:47 main:574] : INFO : Epoch 1974 | loss: 0.0312329 | val_loss: 0.0312399 | Time: 3342.35 ms [2022-03-10 00:06:50 main:574] : INFO : Epoch 1975 | loss: 0.0312343 | val_loss: 0.0312336 | Time: 3448.76 ms [2022-03-10 00:06:53 main:574] : INFO : Epoch 1976 | loss: 0.0312336 | val_loss: 0.0312335 | Time: 2691.35 ms [2022-03-10 00:06:56 main:574] : INFO : Epoch 1977 | loss: 0.031232 | val_loss: 0.0312324 | Time: 3552.11 ms [2022-03-10 00:06:59 main:574] : INFO : Epoch 1978 | loss: 0.0312337 | val_loss: 0.0312361 | Time: 2729.37 ms [2022-03-10 00:07:02 main:574] : INFO : Epoch 1979 | loss: 0.0312339 | val_loss: 0.0312332 | Time: 2978.26 ms [2022-03-10 00:07:06 main:574] : INFO : Epoch 1980 | loss: 0.0312321 | val_loss: 0.0312338 | Time: 3321.5 ms [2022-03-10 00:07:09 main:574] : INFO : Epoch 1981 | loss: 0.0312329 | val_loss: 0.0312375 | Time: 2972.91 ms [2022-03-10 00:07:11 main:574] : INFO : Epoch 1982 | loss: 0.0312353 | val_loss: 0.0312318 | Time: 2425.28 ms [2022-03-10 00:07:14 main:574] : INFO : Epoch 1983 | loss: 0.0312322 | val_loss: 0.0312326 | Time: 2987.92 ms [2022-03-10 00:07:18 main:574] : INFO : Epoch 1984 | loss: 0.0312316 | val_loss: 0.0312331 | Time: 3615.28 ms [2022-03-10 00:07:20 main:574] : INFO : Epoch 1985 | loss: 0.0312333 | val_loss: 0.0312336 | Time: 2438.57 ms [2022-03-10 00:07:23 main:574] : INFO : Epoch 1986 | loss: 0.0312322 | val_loss: 0.0312328 | Time: 2627.36 ms [2022-03-10 00:07:26 main:574] : INFO : Epoch 1987 | loss: 0.0312322 | val_loss: 0.0312317 | Time: 2751.46 ms [2022-03-10 00:07:29 main:574] : INFO : Epoch 1988 | loss: 0.0312338 | val_loss: 0.0312321 | Time: 2772.47 ms [2022-03-10 00:07:31 main:574] : INFO : Epoch 1989 | loss: 0.031234 | val_loss: 0.0312341 | Time: 2545.81 ms [2022-03-10 00:07:34 main:574] : INFO : Epoch 1990 | loss: 0.0312338 | val_loss: 0.0312329 | Time: 2738.23 ms [2022-03-10 00:07:38 main:574] : INFO : Epoch 1991 | loss: 0.0312336 | val_loss: 0.0312325 | Time: 3629.11 ms [2022-03-10 00:07:41 main:574] : INFO : Epoch 1992 | loss: 0.0312326 | val_loss: 0.0312325 | Time: 2991.38 ms [2022-03-10 00:07:44 main:574] : INFO : Epoch 1993 | loss: 0.0312326 | val_loss: 0.0312337 | Time: 2702.44 ms [2022-03-10 00:07:48 main:574] : INFO : Epoch 1994 | loss: 0.0312333 | val_loss: 0.0312333 | Time: 4007.24 ms [2022-03-10 00:07:51 main:574] : INFO : Epoch 1995 | loss: 0.0312329 | val_loss: 0.0312351 | Time: 3294.39 ms [2022-03-10 00:07:54 main:574] : INFO : Epoch 1996 | loss: 0.0312352 | val_loss: 0.0312337 | Time: 3348.58 ms [2022-03-10 00:07:57 main:574] : INFO : Epoch 1997 | loss: 0.0312325 | val_loss: 0.0312314 | Time: 2795.67 ms [2022-03-10 00:08:00 main:574] : INFO : Epoch 1998 | loss: 0.0312342 | val_loss: 0.0312327 | Time: 2738.5 ms [2022-03-10 00:08:03 main:574] : INFO : Epoch 1999 | loss: 0.0312345 | val_loss: 0.0312323 | Time: 3220.94 ms [2022-03-10 00:08:06 main:574] : INFO : Epoch 2000 | loss: 0.031233 | val_loss: 0.0312311 | Time: 2852.87 ms [2022-03-10 00:08:10 main:574] : INFO : Epoch 2001 | loss: 0.031233 | val_loss: 0.0312326 | Time: 3822.01 ms [2022-03-10 00:08:13 main:574] : INFO : Epoch 2002 | loss: 0.0312325 | val_loss: 0.031231 | Time: 3303.27 ms [2022-03-10 00:08:16 main:574] : INFO : Epoch 2003 | loss: 0.0312321 | val_loss: 0.0312316 | Time: 2713.55 ms [2022-03-10 00:08:19 main:574] : INFO : Epoch 2004 | loss: 0.0312324 | val_loss: 0.0312339 | Time: 2581.47 ms [2022-03-10 00:08:21 main:574] : INFO : Epoch 2005 | loss: 0.0312323 | val_loss: 0.0312345 | Time: 2617.15 ms [2022-03-10 00:08:24 main:574] : INFO : Epoch 2006 | loss: 0.0312336 | val_loss: 0.0312319 | Time: 2891.42 ms [2022-03-10 00:08:27 main:574] : INFO : Epoch 2007 | loss: 0.0312335 | val_loss: 0.0312329 | Time: 3160.77 ms [2022-03-10 00:08:30 main:574] : INFO : Epoch 2008 | loss: 0.0312325 | val_loss: 0.0312315 | Time: 3065.37 ms [2022-03-10 00:08:34 main:574] : INFO : Epoch 2009 | loss: 0.0312327 | val_loss: 0.0312312 | Time: 3879.69 ms [2022-03-10 00:08:38 main:574] : INFO : Epoch 2010 | loss: 0.0312324 | val_loss: 0.0312317 | Time: 3460.67 ms [2022-03-10 00:08:40 main:574] : INFO : Epoch 2011 | loss: 0.0312341 | val_loss: 0.0312326 | Time: 2404.12 ms [2022-03-10 00:08:44 main:574] : INFO : Epoch 2012 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 3330.82 ms [2022-03-10 00:08:46 main:574] : INFO : Epoch 2013 | loss: 0.0312339 | val_loss: 0.0312345 | Time: 2541.56 ms [2022-03-10 00:08:50 main:574] : INFO : Epoch 2014 | loss: 0.0312333 | val_loss: 0.0312327 | Time: 3554.83 ms [2022-03-10 00:08:53 main:574] : INFO : Epoch 2015 | loss: 0.0312332 | val_loss: 0.0312313 | Time: 3174.92 ms [2022-03-10 00:08:56 main:574] : INFO : Epoch 2016 | loss: 0.0312343 | val_loss: 0.0312323 | Time: 2673.82 ms [2022-03-10 00:08:59 main:574] : INFO : Epoch 2017 | loss: 0.0312341 | val_loss: 0.0312335 | Time: 3404.94 ms [2022-03-10 00:09:03 main:574] : INFO : Epoch 2018 | loss: 0.0312364 | val_loss: 0.0312319 | Time: 3772.3 ms [2022-03-10 00:09:07 main:574] : INFO : Epoch 2019 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 3745.7 ms [2022-03-10 00:09:10 main:574] : INFO : Epoch 2020 | loss: 0.031232 | val_loss: 0.0312314 | Time: 2980.07 ms [2022-03-10 00:09:13 main:574] : INFO : Epoch 2021 | loss: 0.0312324 | val_loss: 0.0312309 | Time: 2889.2 ms [2022-03-10 00:09:16 main:574] : INFO : Epoch 2022 | loss: 0.0312326 | val_loss: 0.0312325 | Time: 3452.92 ms [2022-03-10 00:09:20 main:574] : INFO : Epoch 2023 | loss: 0.0312324 | val_loss: 0.0312325 | Time: 3644.37 ms [2022-03-10 00:09:24 main:574] : INFO : Epoch 2024 | loss: 0.0312325 | val_loss: 0.0312316 | Time: 3995.3 ms [2022-03-10 00:09:27 main:574] : INFO : Epoch 2025 | loss: 0.0312326 | val_loss: 0.0312373 | Time: 3133.05 ms [2022-03-10 00:09:30 main:574] : INFO : Epoch 2026 | loss: 0.0312333 | val_loss: 0.0312308 | Time: 2806.5 ms [2022-03-10 00:09:33 main:574] : INFO : Epoch 2027 | loss: 0.0312336 | val_loss: 0.0312332 | Time: 2516.65 ms [2022-03-10 00:09:35 main:574] : INFO : Epoch 2028 | loss: 0.0312373 | val_loss: 0.0312348 | Time: 2473.88 ms [2022-03-10 00:09:38 main:574] : INFO : Epoch 2029 | loss: 0.0312338 | val_loss: 0.031236 | Time: 2676.76 ms [2022-03-10 00:09:41 main:574] : INFO : Epoch 2030 | loss: 0.0312351 | val_loss: 0.0312421 | Time: 2824.94 ms [2022-03-10 00:09:44 main:574] : INFO : Epoch 2031 | loss: 0.0312372 | val_loss: 0.0312346 | Time: 3073.12 ms [2022-03-10 00:09:48 main:574] : INFO : Epoch 2032 | loss: 0.031236 | val_loss: 0.0312327 | Time: 4145.79 ms [2022-03-10 00:09:51 main:574] : INFO : Epoch 2033 | loss: 0.0312335 | val_loss: 0.0312332 | Time: 2694.95 ms [2022-03-10 00:09:54 main:574] : INFO : Epoch 2034 | loss: 0.0312334 | val_loss: 0.0312314 | Time: 3054.2 ms [2022-03-10 00:09:57 main:574] : INFO : Epoch 2035 | loss: 0.0312324 | val_loss: 0.0312315 | Time: 2679.02 ms [2022-03-10 00:10:00 main:574] : INFO : Epoch 2036 | loss: 0.0312333 | val_loss: 0.031233 | Time: 2972.74 ms [2022-03-10 00:10:02 main:574] : INFO : Epoch 2037 | loss: 0.0312325 | val_loss: 0.0312329 | Time: 2731.77 ms [2022-03-10 00:10:07 main:574] : INFO : Epoch 2038 | loss: 0.0312328 | val_loss: 0.0312322 | Time: 4880.97 ms [2022-03-10 00:10:11 main:574] : INFO : Epoch 2039 | loss: 0.0312322 | val_loss: 0.0312339 | Time: 3359.22 ms [2022-03-10 00:10:13 main:574] : INFO : Epoch 2040 | loss: 0.0312341 | val_loss: 0.0312352 | Time: 2192.47 ms [2022-03-10 00:10:15 main:574] : INFO : Epoch 2041 | loss: 0.0312327 | val_loss: 0.0312311 | Time: 2231.16 ms [2022-03-10 00:10:18 main:574] : INFO : Epoch 2042 | loss: 0.0312326 | val_loss: 0.0312315 | Time: 2186.34 ms [2022-03-10 00:10:20 main:574] : INFO : Epoch 2043 | loss: 0.0312317 | val_loss: 0.0312316 | Time: 2484.21 ms [2022-03-10 00:10:23 main:574] : INFO : Epoch 2044 | loss: 0.0312316 | val_loss: 0.0312347 | Time: 2454.27 ms [2022-03-10 00:10:25 main:574] : INFO : Epoch 2045 | loss: 0.0312331 | val_loss: 0.0312316 | Time: 2351.07 ms [2022-03-10 00:10:28 main:574] : INFO : Epoch 2046 | loss: 0.0312324 | val_loss: 0.0312326 | Time: 2827.88 ms [2022-03-10 00:10:31 main:574] : INFO : Epoch 2047 | loss: 0.0312327 | val_loss: 0.0312334 | Time: 2767.79 ms [2022-03-10 00:10:33 main:574] : INFO : Epoch 2048 | loss: 0.0312333 | val_loss: 0.0312365 | Time: 2417.45 ms [2022-03-10 00:10:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312365 [2022-03-10 00:10:33 main:603] : INFO : Saving end state to config to file [2022-03-10 00:10:33 main:608] : INFO : Success, exiting.. 00:10:33 (15820): 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)