Task 3771418
| Name | ParityModified-1608176029-5479-7_4 |
| Workunit | 1895617 |
| Created | 22 Jan 2021, 7:02:17 UTC |
| Sent | 22 Jan 2021, 7:43:54 UTC |
| Report deadline | 29 Jan 2021, 7:43:54 UTC |
| Received | 22 Jan 2021, 10:04:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 1 hours 30 min 57 sec |
| CPU time | 1 hours 20 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0312362 | val_loss: 0.031233 | Time: 2600.39 ms [2021-01-22 01:03:09 main:574] : INFO : Epoch 1543 | loss: 0.0312348 | val_loss: 0.0312332 | Time: 2646.82 ms [2021-01-22 01:03:11 main:574] : INFO : Epoch 1544 | loss: 0.0312349 | val_loss: 0.0312333 | Time: 2638.67 ms [2021-01-22 01:03:14 main:574] : INFO : Epoch 1545 | loss: 0.0312349 | val_loss: 0.0312335 | Time: 2560.36 ms [2021-01-22 01:03:16 main:574] : INFO : Epoch 1546 | loss: 0.0312357 | val_loss: 0.0312335 | Time: 2511.56 ms [2021-01-22 01:03:19 main:574] : INFO : Epoch 1547 | loss: 0.0312352 | val_loss: 0.0312335 | Time: 2607.52 ms [2021-01-22 01:03:22 main:574] : INFO : Epoch 1548 | loss: 0.0312351 | val_loss: 0.0312334 | Time: 2527.84 ms [2021-01-22 01:03:24 main:574] : INFO : Epoch 1549 | loss: 0.031235 | val_loss: 0.0312338 | Time: 2640.6 ms [2021-01-22 01:03:27 main:574] : INFO : Epoch 1550 | loss: 0.0312368 | val_loss: 0.0312392 | Time: 2635.17 ms [2021-01-22 01:03:30 main:574] : INFO : Epoch 1551 | loss: 0.031237 | val_loss: 0.0312372 | Time: 2626.04 ms [2021-01-22 01:03:32 main:574] : INFO : Epoch 1552 | loss: 0.0312355 | val_loss: 0.0312332 | Time: 2632.46 ms [2021-01-22 01:03:35 main:574] : INFO : Epoch 1553 | loss: 0.0312354 | val_loss: 0.0312341 | Time: 2543.21 ms [2021-01-22 01:03:38 main:574] : INFO : Epoch 1554 | loss: 0.0312357 | val_loss: 0.0312336 | Time: 2601.8 ms [2021-01-22 01:03:40 main:574] : INFO : Epoch 1555 | loss: 0.0312357 | val_loss: 0.0312337 | Time: 2657.54 ms [2021-01-22 01:03:43 main:574] : INFO : Epoch 1556 | loss: 0.0312362 | val_loss: 0.031236 | Time: 2669.52 ms [2021-01-22 01:03:46 main:574] : INFO : Epoch 1557 | loss: 0.0312373 | val_loss: 0.0312337 | Time: 2654.23 ms [2021-01-22 01:03:48 main:574] : INFO : Epoch 1558 | loss: 0.0312355 | val_loss: 0.0312338 | Time: 2607.43 ms [2021-01-22 01:03:51 main:574] : INFO : Epoch 1559 | loss: 0.0312348 | val_loss: 0.0312336 | Time: 2624.42 ms [2021-01-22 01:03:54 main:574] : INFO : Epoch 1560 | loss: 0.0312347 | val_loss: 0.0312338 | Time: 2655.15 ms [2021-01-22 01:03:56 main:574] : INFO : Epoch 1561 | loss: 0.0312364 | val_loss: 0.0312365 | Time: 2624.16 ms [2021-01-22 01:03:59 main:574] : INFO : Epoch 1562 | loss: 0.0312358 | val_loss: 0.031235 | Time: 2662 ms [2021-01-22 01:04:02 main:574] : INFO : Epoch 1563 | loss: 0.0312352 | val_loss: 0.0312333 | Time: 2643.41 ms [2021-01-22 01:04:05 main:574] : INFO : Epoch 1564 | loss: 0.0312358 | val_loss: 0.031235 | Time: 2602.93 ms [2021-01-22 01:04:07 main:574] : INFO : Epoch 1565 | loss: 0.0312368 | val_loss: 0.0312335 | Time: 2558.56 ms [2021-01-22 01:04:10 main:574] : INFO : Epoch 1566 | loss: 0.0312359 | val_loss: 0.0312335 | Time: 2526.41 ms [2021-01-22 01:04:12 main:574] : INFO : Epoch 1567 | loss: 0.0312352 | val_loss: 0.0312344 | Time: 2607.51 ms [2021-01-22 01:04:15 main:574] : INFO : Epoch 1568 | loss: 0.0312354 | val_loss: 0.0312343 | Time: 2582.4 ms [2021-01-22 01:04:18 main:574] : INFO : Epoch 1569 | loss: 0.0312345 | val_loss: 0.031235 | Time: 2623.28 ms [2021-01-22 01:04:20 main:574] : INFO : Epoch 1570 | loss: 0.0312362 | val_loss: 0.031234 | Time: 2600.09 ms [2021-01-22 01:04:23 main:574] : INFO : Epoch 1571 | loss: 0.031245 | val_loss: 0.0312409 | Time: 2632.38 ms [2021-01-22 01:04:26 main:574] : INFO : Epoch 1572 | loss: 0.0312416 | val_loss: 0.0312382 | Time: 2553.96 ms [2021-01-22 01:04:28 main:574] : INFO : Epoch 1573 | loss: 0.0312381 | val_loss: 0.0312348 | Time: 2572.38 ms [2021-01-22 01:04:31 main:574] : INFO : Epoch 1574 | loss: 0.0312355 | val_loss: 0.0312338 | Time: 2594.44 ms [2021-01-22 01:04:34 main:574] : INFO : Epoch 1575 | loss: 0.031235 | val_loss: 0.0312339 | Time: 2614.67 ms [2021-01-22 01:04:36 main:574] : INFO : Epoch 1576 | loss: 0.0312359 | val_loss: 0.0312338 | Time: 2627.15 ms [2021-01-22 01:04:39 main:574] : INFO : Epoch 1577 | loss: 0.0312359 | val_loss: 0.0312384 | Time: 2590.52 ms [2021-01-22 01:04:42 main:574] : INFO : Epoch 1578 | loss: 0.031236 | val_loss: 0.0312367 | Time: 2618.72 ms [2021-01-22 01:04:44 main:574] : INFO : Epoch 1579 | loss: 0.0312374 | val_loss: 0.0312404 | Time: 2618.42 ms [2021-01-22 01:04:47 main:574] : INFO : Epoch 1580 | loss: 0.0312363 | val_loss: 0.0312363 | Time: 2693.51 ms [2021-01-22 01:04:50 main:574] : INFO : Epoch 1581 | loss: 0.0312359 | val_loss: 0.0312343 | Time: 2607.01 ms [2021-01-22 01:04:52 main:574] : INFO : Epoch 1582 | loss: 0.0312356 | val_loss: 0.0312363 | Time: 2603.25 ms [2021-01-22 01:04:55 main:574] : INFO : Epoch 1583 | loss: 0.0312379 | val_loss: 0.0312416 | Time: 2660.79 ms [2021-01-22 01:04:58 main:574] : INFO : Epoch 1584 | loss: 0.0312362 | val_loss: 0.0312353 | Time: 2585.15 ms [2021-01-22 01:05:00 main:574] : INFO : Epoch 1585 | loss: 0.0312355 | val_loss: 0.0312349 | Time: 2652.92 ms [2021-01-22 01:05:03 main:574] : INFO : Epoch 1586 | loss: 0.0312352 | val_loss: 0.0312354 | Time: 2569.73 ms [2021-01-22 01:05:06 main:574] : INFO : Epoch 1587 | loss: 0.0312366 | val_loss: 0.0312345 | Time: 2563.58 ms [2021-01-22 01:05:08 main:574] : INFO : Epoch 1588 | loss: 0.0312351 | val_loss: 0.0312353 | Time: 2650.18 ms [2021-01-22 01:05:11 main:574] : INFO : Epoch 1589 | loss: 0.0312352 | val_loss: 0.0312344 | Time: 2674.13 ms [2021-01-22 01:05:14 main:574] : INFO : Epoch 1590 | loss: 0.0312343 | val_loss: 0.0312343 | Time: 2636.66 ms [2021-01-22 01:05:16 main:574] : INFO : Epoch 1591 | loss: 0.0312345 | val_loss: 0.0312351 | Time: 2575.13 ms [2021-01-22 01:05:19 main:574] : INFO : Epoch 1592 | loss: 0.0312356 | val_loss: 0.0312358 | Time: 2592.47 ms [2021-01-22 01:05:22 main:574] : INFO : Epoch 1593 | loss: 0.0312365 | val_loss: 0.0312356 | Time: 2588.42 ms [2021-01-22 01:05:24 main:574] : INFO : Epoch 1594 | loss: 0.0312348 | val_loss: 0.0312344 | Time: 2608.03 ms [2021-01-22 01:05:27 main:574] : INFO : Epoch 1595 | loss: 0.0312355 | val_loss: 0.0312343 | Time: 2649.06 ms [2021-01-22 01:05:30 main:574] : INFO : Epoch 1596 | loss: 0.0312363 | val_loss: 0.0312368 | Time: 2594.57 ms [2021-01-22 01:05:32 main:574] : INFO : Epoch 1597 | loss: 0.0312366 | val_loss: 0.0312357 | Time: 2597.08 ms [2021-01-22 01:05:35 main:574] : INFO : Epoch 1598 | loss: 0.0312348 | val_loss: 0.0312345 | Time: 2622.73 ms [2021-01-22 01:05:38 main:574] : INFO : Epoch 1599 | loss: 0.0312354 | val_loss: 0.0312358 | Time: 2567.03 ms [2021-01-22 01:05:40 main:574] : INFO : Epoch 1600 | loss: 0.031235 | val_loss: 0.0312358 | Time: 2634.36 ms [2021-01-22 01:05:43 main:574] : INFO : Epoch 1601 | loss: 0.0312361 | val_loss: 0.0312387 | Time: 2556.37 ms [2021-01-22 01:05:46 main:574] : INFO : Epoch 1602 | loss: 0.0312371 | val_loss: 0.0312352 | Time: 2607.34 ms [2021-01-22 01:05:48 main:574] : INFO : Epoch 1603 | loss: 0.0312363 | val_loss: 0.0312345 | Time: 2670.31 ms [2021-01-22 01:05:51 main:574] : INFO : Epoch 1604 | loss: 0.0312356 | val_loss: 0.0312356 | Time: 2571.67 ms [2021-01-22 01:05:53 main:574] : INFO : Epoch 1605 | loss: 0.0312364 | val_loss: 0.0312346 | Time: 2604.59 ms [2021-01-22 01:05:56 main:574] : INFO : Epoch 1606 | loss: 0.0312348 | val_loss: 0.0312343 | Time: 2671.86 ms [2021-01-22 01:05:59 main:574] : INFO : Epoch 1607 | loss: 0.031235 | val_loss: 0.0312345 | Time: 2631.37 ms [2021-01-22 01:06:02 main:574] : INFO : Epoch 1608 | loss: 0.0312352 | val_loss: 0.0312351 | Time: 2569.08 ms [2021-01-22 01:06:04 main:574] : INFO : Epoch 1609 | loss: 0.0312355 | val_loss: 0.0312338 | Time: 2589.43 ms [2021-01-22 01:06:07 main:574] : INFO : Epoch 1610 | loss: 0.0312376 | val_loss: 0.0312356 | Time: 2549.65 ms [2021-01-22 01:06:10 main:574] : INFO : Epoch 1611 | loss: 0.0312367 | val_loss: 0.0312362 | Time: 2631.12 ms [2021-01-22 01:06:12 main:574] : INFO : Epoch 1612 | loss: 0.0312352 | val_loss: 0.0312339 | Time: 2602.77 ms [2021-01-22 01:06:15 main:574] : INFO : Epoch 1613 | loss: 0.0312352 | val_loss: 0.0312368 | Time: 2604.96 ms [2021-01-22 01:06:17 main:574] : INFO : Epoch 1614 | loss: 0.0312359 | val_loss: 0.0312346 | Time: 2627.6 ms [2021-01-22 01:06:20 main:574] : INFO : Epoch 1615 | loss: 0.0312353 | val_loss: 0.0312338 | Time: 2599.22 ms [2021-01-22 01:06:23 main:574] : INFO : Epoch 1616 | loss: 0.0312353 | val_loss: 0.0312338 | Time: 2605.76 ms [2021-01-22 01:06:26 main:574] : INFO : Epoch 1617 | loss: 0.0312348 | val_loss: 0.0312333 | Time: 2630.06 ms [2021-01-22 01:06:28 main:574] : INFO : Epoch 1618 | loss: 0.0312346 | val_loss: 0.031234 | Time: 2566.15 ms [2021-01-22 01:06:31 main:574] : INFO : Epoch 1619 | loss: 0.0312357 | val_loss: 0.031233 | Time: 2657.94 ms [2021-01-22 01:06:34 main:574] : INFO : Epoch 1620 | loss: 0.0312344 | val_loss: 0.0312331 | Time: 2645.53 ms [2021-01-22 01:06:36 main:574] : INFO : Epoch 1621 | loss: 0.0312353 | val_loss: 0.0312343 | Time: 2672.63 ms [2021-01-22 01:06:39 main:574] : INFO : Epoch 1622 | loss: 0.0312357 | val_loss: 0.0312325 | Time: 2624.91 ms [2021-01-22 01:06:42 main:574] : INFO : Epoch 1623 | loss: 0.0312347 | val_loss: 0.0312332 | Time: 2544.2 ms [2021-01-22 01:06:44 main:574] : INFO : Epoch 1624 | loss: 0.0312355 | val_loss: 0.0312337 | Time: 2606.26 ms [2021-01-22 01:06:47 main:574] : INFO : Epoch 1625 | loss: 0.0312341 | val_loss: 0.0312336 | Time: 2668.86 ms [2021-01-22 01:06:50 main:574] : INFO : Epoch 1626 | loss: 0.0312378 | val_loss: 0.0312357 | Time: 2646.3 ms [2021-01-22 01:06:52 main:574] : INFO : Epoch 1627 | loss: 0.0312359 | val_loss: 0.031234 | Time: 2583.71 ms [2021-01-22 01:06:55 main:574] : INFO : Epoch 1628 | loss: 0.0312352 | val_loss: 0.0312347 | Time: 2591.36 ms [2021-01-22 01:06:58 main:574] : INFO : Epoch 1629 | loss: 0.0312354 | val_loss: 0.0312343 | Time: 2681.87 ms [2021-01-22 01:07:00 main:574] : INFO : Epoch 1630 | loss: 0.0312346 | val_loss: 0.0312336 | Time: 2545.86 ms [2021-01-22 01:07:03 main:574] : INFO : Epoch 1631 | loss: 0.0312353 | val_loss: 0.0312335 | Time: 2673.88 ms [2021-01-22 01:07:06 main:574] : INFO : Epoch 1632 | loss: 0.0312357 | val_loss: 0.0312358 | Time: 2616.84 ms [2021-01-22 01:07:08 main:574] : INFO : Epoch 1633 | loss: 0.031236 | val_loss: 0.0312326 | Time: 2625.83 ms [2021-01-22 01:07:11 main:574] : INFO : Epoch 1634 | loss: 0.0312352 | val_loss: 0.0312326 | Time: 2661.6 ms [2021-01-22 01:07:14 main:574] : INFO : Epoch 1635 | loss: 0.031236 | val_loss: 0.0312369 | Time: 2560.95 ms [2021-01-22 01:07:17 main:574] : INFO : Epoch 1636 | loss: 0.0312377 | val_loss: 0.0312353 | Time: 2620.55 ms [2021-01-22 01:07:19 main:574] : INFO : Epoch 1637 | loss: 0.0312353 | val_loss: 0.0312322 | Time: 2617.19 ms [2021-01-22 01:07:22 main:574] : INFO : Epoch 1638 | loss: 0.0312355 | val_loss: 0.0312346 | Time: 2591.32 ms [2021-01-22 01:07:24 main:574] : INFO : Epoch 1639 | loss: 0.0312349 | val_loss: 0.0312326 | Time: 2587.81 ms [2021-01-22 01:07:27 main:574] : INFO : Epoch 1640 | loss: 0.0312343 | val_loss: 0.0312324 | Time: 2683 ms [2021-01-22 01:07:30 main:574] : INFO : Epoch 1641 | loss: 0.0312352 | val_loss: 0.0312359 | Time: 2662.38 ms [2021-01-22 01:07:33 main:574] : INFO : Epoch 1642 | loss: 0.031235 | val_loss: 0.0312324 | Time: 2597.4 ms [2021-01-22 01:07:35 main:574] : INFO : Epoch 1643 | loss: 0.0312344 | val_loss: 0.0312327 | Time: 2600.94 ms [2021-01-22 01:07:38 main:574] : INFO : Epoch 1644 | loss: 0.0312379 | val_loss: 0.031232 | Time: 2561.04 ms [2021-01-22 01:07:40 main:574] : INFO : Epoch 1645 | loss: 0.0312384 | val_loss: 0.0312445 | Time: 2604.47 ms [2021-01-22 01:07:43 main:574] : INFO : Epoch 1646 | loss: 0.0318066 | val_loss: 0.0388769 | Time: 2565.87 ms [2021-01-22 01:07:46 main:574] : INFO : Epoch 1647 | loss: 0.0332588 | val_loss: 0.0314829 | Time: 2598.4 ms [2021-01-22 01:07:48 main:574] : INFO : Epoch 1648 | loss: 0.0317457 | val_loss: 0.031461 | Time: 2646.26 ms [2021-01-22 01:07:51 main:574] : INFO : Epoch 1649 | loss: 0.0313254 | val_loss: 0.0312687 | Time: 2616.86 ms [2021-01-22 01:07:54 main:574] : INFO : Epoch 1650 | loss: 0.0312574 | val_loss: 0.0312483 | Time: 2688.38 ms [2021-01-22 01:07:56 main:574] : INFO : Epoch 1651 | loss: 0.0312427 | val_loss: 0.0312378 | Time: 2592.43 ms [2021-01-22 01:07:59 main:574] : INFO : Epoch 1652 | loss: 0.0312371 | val_loss: 0.0312342 | Time: 2568.88 ms [2021-01-22 01:08:02 main:574] : INFO : Epoch 1653 | loss: 0.0312355 | val_loss: 0.0312327 | Time: 2592.83 ms [2021-01-22 01:08:04 main:574] : INFO : Epoch 1654 | loss: 0.0312345 | val_loss: 0.031233 | Time: 2638.46 ms [2021-01-22 01:08:07 main:574] : INFO : Epoch 1655 | loss: 0.0312342 | val_loss: 0.0312327 | Time: 2624.21 ms [2021-01-22 01:08:10 main:574] : INFO : Epoch 1656 | loss: 0.0312338 | val_loss: 0.0312324 | Time: 2661.4 ms [2021-01-22 01:08:12 main:574] : INFO : Epoch 1657 | loss: 0.0312343 | val_loss: 0.0312331 | Time: 2602.02 ms [2021-01-22 01:08:15 main:574] : INFO : Epoch 1658 | loss: 0.0312339 | val_loss: 0.0312336 | Time: 2657.89 ms [2021-01-22 01:08:18 main:574] : INFO : Epoch 1659 | loss: 0.0312344 | val_loss: 0.0312337 | Time: 2585.3 ms [2021-01-22 01:08:20 main:574] : INFO : Epoch 1660 | loss: 0.0312341 | val_loss: 0.0312328 | Time: 2585.17 ms [2021-01-22 01:08:23 main:574] : INFO : Epoch 1661 | loss: 0.031234 | val_loss: 0.0312324 | Time: 2613.89 ms [2021-01-22 01:08:26 main:574] : INFO : Epoch 1662 | loss: 0.0312343 | val_loss: 0.0312336 | Time: 2660.25 ms [2021-01-22 01:08:28 main:574] : INFO : Epoch 1663 | loss: 0.0312341 | val_loss: 0.0312324 | Time: 2622.1 ms [2021-01-22 01:08:31 main:574] : INFO : Epoch 1664 | loss: 0.0312344 | val_loss: 0.031233 | Time: 2643.17 ms [2021-01-22 01:08:34 main:574] : INFO : Epoch 1665 | loss: 0.0312339 | val_loss: 0.0312327 | Time: 2681.14 ms [2021-01-22 01:08:36 main:574] : INFO : Epoch 1666 | loss: 0.0312341 | val_loss: 0.0312337 | Time: 2560.77 ms [2021-01-22 01:08:39 main:574] : INFO : Epoch 1667 | loss: 0.0312339 | val_loss: 0.0312325 | Time: 2596.75 ms [2021-01-22 01:08:42 main:574] : INFO : Epoch 1668 | loss: 0.0312341 | val_loss: 0.031233 | Time: 2607.39 ms [2021-01-22 01:08:44 main:574] : INFO : Epoch 1669 | loss: 0.0312342 | val_loss: 0.0312353 | Time: 2643.97 ms [2021-01-22 01:08:47 main:574] : INFO : Epoch 1670 | loss: 0.0312343 | val_loss: 0.031233 | Time: 2614.05 ms [2021-01-22 01:08:50 main:574] : INFO : Epoch 1671 | loss: 0.0312334 | val_loss: 0.0312327 | Time: 2571.12 ms [2021-01-22 01:08:52 main:574] : INFO : Epoch 1672 | loss: 0.0312333 | val_loss: 0.0312329 | Time: 2642 ms [2021-01-22 01:08:55 main:574] : INFO : Epoch 1673 | loss: 0.0312338 | val_loss: 0.0312323 | Time: 2608.38 ms [2021-01-22 01:08:58 main:574] : INFO : Epoch 1674 | loss: 0.0312335 | val_loss: 0.0312328 | Time: 2597.01 ms [2021-01-22 01:09:00 main:574] : INFO : Epoch 1675 | loss: 0.0312334 | val_loss: 0.0312323 | Time: 2632.76 ms [2021-01-22 01:09:03 main:574] : INFO : Epoch 1676 | loss: 0.0312332 | val_loss: 0.0312326 | Time: 2656.15 ms [2021-01-22 01:09:06 main:574] : INFO : Epoch 1677 | loss: 0.0312336 | val_loss: 0.0312337 | Time: 2638.8 ms [2021-01-22 01:09:09 main:574] : INFO : Epoch 1678 | loss: 0.0312341 | val_loss: 0.0312344 | Time: 2619.71 ms [2021-01-22 01:09:11 main:574] : INFO : Epoch 1679 | loss: 0.0312352 | val_loss: 0.0312324 | Time: 2667.08 ms [2021-01-22 01:09:14 main:574] : INFO : Epoch 1680 | loss: 0.0312334 | val_loss: 0.0312327 | Time: 2617.99 ms [2021-01-22 01:09:17 main:574] : INFO : Epoch 1681 | loss: 0.0312333 | val_loss: 0.0312322 | Time: 2585.57 ms [2021-01-22 01:09:19 main:574] : INFO : Epoch 1682 | loss: 0.0312332 | val_loss: 0.0312323 | Time: 2648.03 ms [2021-01-22 01:09:22 main:574] : INFO : Epoch 1683 | loss: 0.0312331 | val_loss: 0.031233 | Time: 2584.22 ms [2021-01-22 01:09:25 main:574] : INFO : Epoch 1684 | loss: 0.031234 | val_loss: 0.0312332 | Time: 2602.55 ms [2021-01-22 01:09:27 main:574] : INFO : Epoch 1685 | loss: 0.0312339 | val_loss: 0.0312323 | Time: 2604.84 ms [2021-01-22 01:09:30 main:574] : INFO : Epoch 1686 | loss: 0.0312334 | val_loss: 0.0312335 | Time: 2643.86 ms [2021-01-22 01:09:33 main:574] : INFO : Epoch 1687 | loss: 0.031234 | val_loss: 0.0312325 | Time: 2604.49 ms [2021-01-22 01:09:35 main:574] : INFO : Epoch 1688 | loss: 0.0312335 | val_loss: 0.0312326 | Time: 2550.73 ms [2021-01-22 01:09:38 main:574] : INFO : Epoch 1689 | loss: 0.0312333 | val_loss: 0.0312322 | Time: 2661.95 ms [2021-01-22 01:09:41 main:574] : INFO : Epoch 1690 | loss: 0.0312332 | val_loss: 0.0312325 | Time: 2626.41 ms [2021-01-22 01:09:43 main:574] : INFO : Epoch 1691 | loss: 0.0312335 | val_loss: 0.0312331 | Time: 2609.54 ms [2021-01-22 01:09:46 main:574] : INFO : Epoch 1692 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 2723.81 ms [2021-01-22 01:09:49 main:574] : INFO : Epoch 1693 | loss: 0.0312336 | val_loss: 0.0312331 | Time: 2731.77 ms [2021-01-22 01:09:52 main:574] : INFO : Epoch 1694 | loss: 0.0312337 | val_loss: 0.0312325 | Time: 2701.47 ms [2021-01-22 01:09:54 main:574] : INFO : Epoch 1695 | loss: 0.0312334 | val_loss: 0.0312329 | Time: 2608.9 ms [2021-01-22 01:09:57 main:574] : INFO : Epoch 1696 | loss: 0.0312333 | val_loss: 0.0312325 | Time: 2585.6 ms [2021-01-22 01:09:59 main:574] : INFO : Epoch 1697 | loss: 0.0312334 | val_loss: 0.0312334 | Time: 2595.69 ms [2021-01-22 01:10:02 main:574] : INFO : Epoch 1698 | loss: 0.0312335 | val_loss: 0.0312328 | Time: 2623.13 ms [2021-01-22 01:10:05 main:574] : INFO : Epoch 1699 | loss: 0.0312333 | val_loss: 0.0312327 | Time: 2598.38 ms [2021-01-22 01:10:07 main:574] : INFO : Epoch 1700 | loss: 0.0312337 | val_loss: 0.031233 | Time: 2617.38 ms [2021-01-22 01:10:10 main:574] : INFO : Epoch 1701 | loss: 0.0312339 | val_loss: 0.0312351 | Time: 2628.35 ms [2021-01-22 01:10:13 main:574] : INFO : Epoch 1702 | loss: 0.0312347 | val_loss: 0.0312334 | Time: 2685.63 ms [2021-01-22 01:10:16 main:574] : INFO : Epoch 1703 | loss: 0.0312339 | val_loss: 0.0312324 | Time: 2739.89 ms [2021-01-22 01:10:18 main:574] : INFO : Epoch 1704 | loss: 0.0312336 | val_loss: 0.0312324 | Time: 2532.05 ms [2021-01-22 01:10:21 main:574] : INFO : Epoch 1705 | loss: 0.0312333 | val_loss: 0.0312327 | Time: 2644.63 ms [2021-01-22 01:10:24 main:574] : INFO : Epoch 1706 | loss: 0.0312333 | val_loss: 0.0312338 | Time: 2661.65 ms [2021-01-22 01:10:26 main:574] : INFO : Epoch 1707 | loss: 0.0312341 | val_loss: 0.0312329 | Time: 2638.53 ms [2021-01-22 01:10:29 main:574] : INFO : Epoch 1708 | loss: 0.0312342 | val_loss: 0.0312324 | Time: 2611.04 ms [2021-01-22 01:10:32 main:574] : INFO : Epoch 1709 | loss: 0.0312341 | val_loss: 0.0312358 | Time: 2622.11 ms [2021-01-22 01:10:34 main:574] : INFO : Epoch 1710 | loss: 0.0312341 | val_loss: 0.0312323 | Time: 2564.78 ms [2021-01-22 01:10:37 main:574] : INFO : Epoch 1711 | loss: 0.0312335 | val_loss: 0.0312337 | Time: 2575.99 ms [2021-01-22 01:10:40 main:574] : INFO : Epoch 1712 | loss: 0.0312334 | val_loss: 0.0312323 | Time: 2607.29 ms [2021-01-22 01:10:42 main:574] : INFO : Epoch 1713 | loss: 0.0312333 | val_loss: 0.0312324 | Time: 2612.13 ms [2021-01-22 01:10:45 main:574] : INFO : Epoch 1714 | loss: 0.0312336 | val_loss: 0.0312322 | Time: 2653.13 ms [2021-01-22 01:10:47 main:574] : INFO : Epoch 1715 | loss: 0.0312336 | val_loss: 0.0312337 | Time: 2558.28 ms [2021-01-22 01:10:50 main:574] : INFO : Epoch 1716 | loss: 0.0312339 | val_loss: 0.0312325 | Time: 2652.5 ms [2021-01-22 01:10:53 main:574] : INFO : Epoch 1717 | loss: 0.0312333 | val_loss: 0.0312323 | Time: 2641.77 ms [2021-01-22 01:10:56 main:574] : INFO : Epoch 1718 | loss: 0.0312331 | val_loss: 0.0312325 | Time: 2591.08 ms [2021-01-22 01:10:58 main:574] : INFO : Epoch 1719 | loss: 0.0312336 | val_loss: 0.0312331 | Time: 2602.9 ms [2021-01-22 01:11:01 main:574] : INFO : Epoch 1720 | loss: 0.0312335 | val_loss: 0.031233 | Time: 2606.22 ms [2021-01-22 01:11:03 main:574] : INFO : Epoch 1721 | loss: 0.0312332 | val_loss: 0.0312328 | Time: 2657.67 ms [2021-01-22 01:11:06 main:574] : INFO : Epoch 1722 | loss: 0.0312333 | val_loss: 0.0312327 | Time: 2623.37 ms [2021-01-22 01:11:09 main:574] : INFO : Epoch 1723 | loss: 0.0312332 | val_loss: 0.0312324 | Time: 2542.12 ms [2021-01-22 01:11:11 main:574] : INFO : Epoch 1724 | loss: 0.0312342 | val_loss: 0.0312333 | Time: 2574 ms [2021-01-22 01:11:14 main:574] : INFO : Epoch 1725 | loss: 0.0312337 | val_loss: 0.0312323 | Time: 2581.41 ms [2021-01-22 01:11:17 main:574] : INFO : Epoch 1726 | loss: 0.0312334 | val_loss: 0.0312331 | Time: 2561.25 ms [2021-01-22 01:11:19 main:574] : INFO : Epoch 1727 | loss: 0.0312334 | val_loss: 0.0312331 | Time: 2618.71 ms [2021-01-22 01:11:22 main:574] : INFO : Epoch 1728 | loss: 0.0312336 | val_loss: 0.0312323 | Time: 2580.52 ms [2021-01-22 01:11:25 main:574] : INFO : Epoch 1729 | loss: 0.0312334 | val_loss: 0.0312335 | Time: 2589.53 ms [2021-01-22 01:11:27 main:574] : INFO : Epoch 1730 | loss: 0.0312337 | val_loss: 0.0312323 | Time: 2624.16 ms [2021-01-22 01:11:30 main:574] : INFO : Epoch 1731 | loss: 0.0312336 | val_loss: 0.0312322 | Time: 2608.07 ms [2021-01-22 01:11:33 main:574] : INFO : Epoch 1732 | loss: 0.0312336 | val_loss: 0.0312333 | Time: 2653.81 ms [2021-01-22 01:11:35 main:574] : INFO : Epoch 1733 | loss: 0.0312335 | val_loss: 0.0312332 | Time: 2618.22 ms [2021-01-22 01:11:38 main:574] : INFO : Epoch 1734 | loss: 0.0312352 | val_loss: 0.0312354 | Time: 2643.89 ms [2021-01-22 01:11:41 main:574] : INFO : Epoch 1735 | loss: 0.0312348 | val_loss: 0.0312353 | Time: 2592.62 ms [2021-01-22 01:11:43 main:574] : INFO : Epoch 1736 | loss: 0.0312345 | val_loss: 0.0312344 | Time: 2626.59 ms [2021-01-22 01:11:46 main:574] : INFO : Epoch 1737 | loss: 0.0312346 | val_loss: 0.0312342 | Time: 2675.52 ms [2021-01-22 01:11:49 main:574] : INFO : Epoch 1738 | loss: 0.0312341 | val_loss: 0.031233 | Time: 2602.31 ms [2021-01-22 01:11:51 main:574] : INFO : Epoch 1739 | loss: 0.031235 | val_loss: 0.0312337 | Time: 2641.59 ms [2021-01-22 01:11:54 main:574] : INFO : Epoch 1740 | loss: 0.0312335 | val_loss: 0.0312332 | Time: 2583.26 ms [2021-01-22 01:11:57 main:574] : INFO : Epoch 1741 | loss: 0.0312339 | val_loss: 0.0312329 | Time: 2573.2 ms [2021-01-22 01:11:59 main:574] : INFO : Epoch 1742 | loss: 0.0312339 | val_loss: 0.0312333 | Time: 2662.17 ms [2021-01-22 01:12:02 main:574] : INFO : Epoch 1743 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 2615.8 ms [2021-01-22 01:12:05 main:574] : INFO : Epoch 1744 | loss: 0.0312344 | val_loss: 0.0312334 | Time: 2574.16 ms [2021-01-22 01:12:07 main:574] : INFO : Epoch 1745 | loss: 0.0312338 | val_loss: 0.0312336 | Time: 2610.96 ms [2021-01-22 01:12:10 main:574] : INFO : Epoch 1746 | loss: 0.0312337 | val_loss: 0.0312331 | Time: 2568.4 ms [2021-01-22 01:12:13 main:574] : INFO : Epoch 1747 | loss: 0.0312337 | val_loss: 0.0312324 | Time: 2602.44 ms [2021-01-22 01:12:15 main:574] : INFO : Epoch 1748 | loss: 0.0312334 | val_loss: 0.0312341 | Time: 2634.44 ms [2021-01-22 01:12:18 main:574] : INFO : Epoch 1749 | loss: 0.0312337 | val_loss: 0.0312326 | Time: 2652.56 ms [2021-01-22 01:12:21 main:574] : INFO : Epoch 1750 | loss: 0.0312332 | val_loss: 0.0312344 | Time: 2624.52 ms [2021-01-22 01:12:23 main:574] : INFO : Epoch 1751 | loss: 0.0312349 | val_loss: 0.0312343 | Time: 2589.4 ms [2021-01-22 01:12:26 main:574] : INFO : Epoch 1752 | loss: 0.0312337 | val_loss: 0.0312323 | Time: 2615.33 ms [2021-01-22 01:12:29 main:574] : INFO : Epoch 1753 | loss: 0.0312338 | val_loss: 0.0312329 | Time: 2480.6 ms [2021-01-22 01:12:31 main:574] : INFO : Epoch 1754 | loss: 0.0312336 | val_loss: 0.0312322 | Time: 2590.91 ms [2021-01-22 01:12:34 main:574] : INFO : Epoch 1755 | loss: 0.0312348 | val_loss: 0.0312343 | Time: 2576.5 ms [2021-01-22 01:12:37 main:574] : INFO : Epoch 1756 | loss: 0.0312344 | val_loss: 0.0312327 | Time: 2668.84 ms [2021-01-22 01:12:39 main:574] : INFO : Epoch 1757 | loss: 0.0312337 | val_loss: 0.0312332 | Time: 2611.57 ms [2021-01-22 01:12:42 main:574] : INFO : Epoch 1758 | loss: 0.0312335 | val_loss: 0.0312326 | Time: 2611.18 ms [2021-01-22 01:12:44 main:574] : INFO : Epoch 1759 | loss: 0.0312335 | val_loss: 0.031233 | Time: 2594.95 ms [2021-01-22 01:12:47 main:574] : INFO : Epoch 1760 | loss: 0.0312334 | val_loss: 0.0312323 | Time: 2555.14 ms [2021-01-22 01:12:50 main:574] : INFO : Epoch 1761 | loss: 0.031233 | val_loss: 0.0312321 | Time: 2651.6 ms [2021-01-22 01:12:52 main:574] : INFO : Epoch 1762 | loss: 0.0312333 | val_loss: 0.0312323 | Time: 2579.88 ms [2021-01-22 01:12:55 main:574] : INFO : Epoch 1763 | loss: 0.031233 | val_loss: 0.0312327 | Time: 2605.7 ms [2021-01-22 01:12:58 main:574] : INFO : Epoch 1764 | loss: 0.0312334 | val_loss: 0.0312329 | Time: 2591.84 ms [2021-01-22 01:13:00 main:574] : INFO : Epoch 1765 | loss: 0.031234 | val_loss: 0.0312341 | Time: 2563.53 ms [2021-01-22 01:13:03 main:574] : INFO : Epoch 1766 | loss: 0.031234 | val_loss: 0.031235 | Time: 2598.37 ms [2021-01-22 01:13:05 main:574] : INFO : Epoch 1767 | loss: 0.0312337 | val_loss: 0.0312328 | Time: 2597.45 ms [2021-01-22 01:13:08 main:574] : INFO : Epoch 1768 | loss: 0.0312336 | val_loss: 0.0312325 | Time: 2617.57 ms [2021-01-22 01:13:11 main:574] : INFO : Epoch 1769 | loss: 0.0312339 | val_loss: 0.0312326 | Time: 2567.11 ms [2021-01-22 01:13:13 main:574] : INFO : Epoch 1770 | loss: 0.031234 | val_loss: 0.0312331 | Time: 2563.98 ms [2021-01-22 01:13:16 main:574] : INFO : Epoch 1771 | loss: 0.0312334 | val_loss: 0.0312359 | Time: 2566.47 ms [2021-01-22 01:13:19 main:574] : INFO : Epoch 1772 | loss: 0.0312337 | val_loss: 0.0312325 | Time: 2536.14 ms [2021-01-22 01:13:21 main:574] : INFO : Epoch 1773 | loss: 0.0312334 | val_loss: 0.0312324 | Time: 2631.46 ms [2021-01-22 01:13:24 main:574] : INFO : Epoch 1774 | loss: 0.0312339 | val_loss: 0.0312326 | Time: 2623.81 ms [2021-01-22 01:13:27 main:574] : INFO : Epoch 1775 | loss: 0.0312343 | val_loss: 0.0312322 | Time: 2586.48 ms [2021-01-22 01:13:29 main:574] : INFO : Epoch 1776 | loss: 0.0312336 | val_loss: 0.0312328 | Time: 2619.72 ms [2021-01-22 01:13:32 main:574] : INFO : Epoch 1777 | loss: 0.0312337 | val_loss: 0.0312344 | Time: 2644.39 ms [2021-01-22 01:13:35 main:574] : INFO : Epoch 1778 | loss: 0.031234 | val_loss: 0.0312328 | Time: 2599.46 ms [2021-01-22 01:13:37 main:574] : INFO : Epoch 1779 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 2576.52 ms [2021-01-22 01:13:40 main:574] : INFO : Epoch 1780 | loss: 0.0312343 | val_loss: 0.0312337 | Time: 2632.13 ms [2021-01-22 01:13:43 main:574] : INFO : Epoch 1781 | loss: 0.0312347 | val_loss: 0.0312339 | Time: 2543.17 ms [2021-01-22 01:13:45 main:574] : INFO : Epoch 1782 | loss: 0.0312352 | val_loss: 0.0312328 | Time: 2607.51 ms [2021-01-22 01:13:48 main:574] : INFO : Epoch 1783 | loss: 0.0312341 | val_loss: 0.0312329 | Time: 2629.78 ms [2021-01-22 01:13:51 main:574] : INFO : Epoch 1784 | loss: 0.0312335 | val_loss: 0.0312345 | Time: 2508.78 ms [2021-01-22 01:13:53 main:574] : INFO : Epoch 1785 | loss: 0.0312345 | val_loss: 0.031233 | Time: 2631.42 ms [2021-01-22 01:13:56 main:574] : INFO : Epoch 1786 | loss: 0.0312343 | val_loss: 0.0312348 | Time: 2582.13 ms [2021-01-22 01:13:58 main:574] : INFO : Epoch 1787 | loss: 0.0312349 | val_loss: 0.0312329 | Time: 2660.46 ms [2021-01-22 01:14:01 main:574] : INFO : Epoch 1788 | loss: 0.0312344 | val_loss: 0.0312328 | Time: 2606.32 ms [2021-01-22 01:14:04 main:574] : INFO : Epoch 1789 | loss: 0.0312339 | val_loss: 0.0312334 | Time: 2604.97 ms [2021-01-22 01:14:06 main:574] : INFO : Epoch 1790 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 2652.31 ms [2021-01-22 01:14:09 main:574] : INFO : Epoch 1791 | loss: 0.0312343 | val_loss: 0.0312326 | Time: 2634.51 ms [2021-01-22 01:14:12 main:574] : INFO : Epoch 1792 | loss: 0.0312332 | val_loss: 0.0312324 | Time: 2581.6 ms [2021-01-22 01:14:14 main:574] : INFO : Epoch 1793 | loss: 0.0312335 | val_loss: 0.0312323 | Time: 2554.05 ms [2021-01-22 01:14:17 main:574] : INFO : Epoch 1794 | loss: 0.0312347 | val_loss: 0.031234 | Time: 2625.57 ms [2021-01-22 01:14:20 main:574] : INFO : Epoch 1795 | loss: 0.0312346 | val_loss: 0.0312339 | Time: 2535.27 ms [2021-01-22 01:14:22 main:574] : INFO : Epoch 1796 | loss: 0.0312345 | val_loss: 0.0312328 | Time: 2639.49 ms [2021-01-22 01:14:25 main:574] : INFO : Epoch 1797 | loss: 0.031234 | val_loss: 0.0312323 | Time: 2604.59 ms [2021-01-22 01:14:28 main:574] : INFO : Epoch 1798 | loss: 0.0312339 | val_loss: 0.0312325 | Time: 2616.72 ms [2021-01-22 01:14:30 main:574] : INFO : Epoch 1799 | loss: 0.0312342 | val_loss: 0.0312332 | Time: 2737.84 ms [2021-01-22 01:14:33 main:574] : INFO : Epoch 1800 | loss: 0.0312341 | val_loss: 0.0312326 | Time: 2570.15 ms [2021-01-22 01:14:36 main:574] : INFO : Epoch 1801 | loss: 0.0312334 | val_loss: 0.0312324 | Time: 2580.57 ms [2021-01-22 01:14:38 main:574] : INFO : Epoch 1802 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 2597.02 ms [2021-01-22 01:14:41 main:574] : INFO : Epoch 1803 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 2570.52 ms [2021-01-22 01:14:43 main:574] : INFO : Epoch 1804 | loss: 0.0312335 | val_loss: 0.0312322 | Time: 2575.68 ms [2021-01-22 01:14:46 main:574] : INFO : Epoch 1805 | loss: 0.0312333 | val_loss: 0.0312345 | Time: 2615.52 ms [2021-01-22 01:14:49 main:574] : INFO : Epoch 1806 | loss: 0.0312341 | val_loss: 0.0312323 | Time: 2568.91 ms [2021-01-22 01:14:51 main:574] : INFO : Epoch 1807 | loss: 0.0312343 | val_loss: 0.0312352 | Time: 2625.57 ms [2021-01-22 01:14:54 main:574] : INFO : Epoch 1808 | loss: 0.0312341 | val_loss: 0.0312334 | Time: 2616.44 ms [2021-01-22 01:14:57 main:574] : INFO : Epoch 1809 | loss: 0.031234 | val_loss: 0.0312344 | Time: 2642.33 ms [2021-01-22 01:14:59 main:574] : INFO : Epoch 1810 | loss: 0.0312342 | val_loss: 0.0312325 | Time: 2576.16 ms [2021-01-22 01:15:02 main:574] : INFO : Epoch 1811 | loss: 0.0312353 | val_loss: 0.0312375 | Time: 2611.04 ms [2021-01-22 01:15:05 main:574] : INFO : Epoch 1812 | loss: 0.0312339 | val_loss: 0.0312352 | Time: 2610.34 ms [2021-01-22 01:15:07 main:574] : INFO : Epoch 1813 | loss: 0.0312351 | val_loss: 0.0312335 | Time: 2627.97 ms [2021-01-22 01:15:10 main:574] : INFO : Epoch 1814 | loss: 0.0312342 | val_loss: 0.0312323 | Time: 2618.57 ms [2021-01-22 01:15:13 main:574] : INFO : Epoch 1815 | loss: 0.0312338 | val_loss: 0.0312331 | Time: 2604.09 ms [2021-01-22 01:15:15 main:574] : INFO : Epoch 1816 | loss: 0.0312341 | val_loss: 0.0312327 | Time: 2735.39 ms [2021-01-22 01:15:18 main:574] : INFO : Epoch 1817 | loss: 0.0312344 | val_loss: 0.0312328 | Time: 2570.24 ms [2021-01-22 01:15:21 main:574] : INFO : Epoch 1818 | loss: 0.0312336 | val_loss: 0.0312323 | Time: 2582.08 ms [2021-01-22 01:15:23 main:574] : INFO : Epoch 1819 | loss: 0.0312333 | val_loss: 0.0312322 | Time: 2615.77 ms [2021-01-22 01:15:26 main:574] : INFO : Epoch 1820 | loss: 0.0312332 | val_loss: 0.0312331 | Time: 2575.19 ms [2021-01-22 01:15:29 main:574] : INFO : Epoch 1821 | loss: 0.0312342 | val_loss: 0.0312326 | Time: 2660.05 ms [2021-01-22 01:15:31 main:574] : INFO : Epoch 1822 | loss: 0.0312343 | val_loss: 0.0312337 | Time: 2572.79 ms [2021-01-22 01:15:34 main:574] : INFO : Epoch 1823 | loss: 0.0312335 | val_loss: 0.0312337 | Time: 2613.63 ms [2021-01-22 01:15:37 main:574] : INFO : Epoch 1824 | loss: 0.0312335 | val_loss: 0.0312341 | Time: 2658.73 ms [2021-01-22 01:15:39 main:574] : INFO : Epoch 1825 | loss: 0.031234 | val_loss: 0.0312333 | Time: 2552.47 ms [2021-01-22 01:15:42 main:574] : INFO : Epoch 1826 | loss: 0.0312339 | val_loss: 0.0312329 | Time: 2572.71 ms [2021-01-22 01:15:45 main:574] : INFO : Epoch 1827 | loss: 0.0312334 | val_loss: 0.031232 | Time: 2555.81 ms [2021-01-22 01:15:47 main:574] : INFO : Epoch 1828 | loss: 0.0312334 | val_loss: 0.0312328 | Time: 2673.7 ms [2021-01-22 01:15:50 main:574] : INFO : Epoch 1829 | loss: 0.0312339 | val_loss: 0.031234 | Time: 2601.85 ms [2021-01-22 01:15:53 main:574] : INFO : Epoch 1830 | loss: 0.0312345 | val_loss: 0.0312329 | Time: 2659.08 ms [2021-01-22 01:15:55 main:574] : INFO : Epoch 1831 | loss: 0.0312338 | val_loss: 0.0312324 | Time: 2611.28 ms [2021-01-22 01:15:58 main:574] : INFO : Epoch 1832 | loss: 0.0312335 | val_loss: 0.0312336 | Time: 2606.77 ms [2021-01-22 01:16:01 main:574] : INFO : Epoch 1833 | loss: 0.0312345 | val_loss: 0.0312333 | Time: 2617.12 ms [2021-01-22 01:16:03 main:574] : INFO : Epoch 1834 | loss: 0.0312339 | val_loss: 0.0312326 | Time: 2661.72 ms [2021-01-22 01:16:06 main:574] : INFO : Epoch 1835 | loss: 0.0312334 | val_loss: 0.0312327 | Time: 2560.02 ms [2021-01-22 01:16:09 main:574] : INFO : Epoch 1836 | loss: 0.0312348 | val_loss: 0.0312372 | Time: 2634.77 ms [2021-01-22 01:16:11 main:574] : INFO : Epoch 1837 | loss: 0.0312348 | val_loss: 0.0312325 | Time: 2605.14 ms [2021-01-22 01:16:14 main:574] : INFO : Epoch 1838 | loss: 0.0312344 | val_loss: 0.0312323 | Time: 2609.38 ms [2021-01-22 01:16:17 main:574] : INFO : Epoch 1839 | loss: 0.0312334 | val_loss: 0.0312341 | Time: 2619.33 ms [2021-01-22 01:16:19 main:574] : INFO : Epoch 1840 | loss: 0.031234 | val_loss: 0.0312329 | Time: 2569.54 ms [2021-01-22 01:16:22 main:574] : INFO : Epoch 1841 | loss: 0.031234 | val_loss: 0.0312349 | Time: 2581.51 ms [2021-01-22 01:16:25 main:574] : INFO : Epoch 1842 | loss: 0.0312339 | val_loss: 0.0312326 | Time: 2651.13 ms [2021-01-22 01:16:27 main:574] : INFO : Epoch 1843 | loss: 0.0312336 | val_loss: 0.0312325 | Time: 2585.36 ms [2021-01-22 01:16:30 main:574] : INFO : Epoch 1844 | loss: 0.0312335 | val_loss: 0.0312324 | Time: 2628.3 ms [2021-01-22 01:16:33 main:574] : INFO : Epoch 1845 | loss: 0.0312343 | val_loss: 0.0312326 | Time: 2620.59 ms [2021-01-22 01:16:35 main:574] : INFO : Epoch 1846 | loss: 0.0312344 | val_loss: 0.0312326 | Time: 2589.32 ms [2021-01-22 01:16:38 main:574] : INFO : Epoch 1847 | loss: 0.0312338 | val_loss: 0.031232 | Time: 2614.2 ms [2021-01-22 01:16:41 main:574] : INFO : Epoch 1848 | loss: 0.0312334 | val_loss: 0.0312325 | Time: 2600.78 ms [2021-01-22 01:16:43 main:574] : INFO : Epoch 1849 | loss: 0.0312359 | val_loss: 0.0312333 | Time: 2626 ms [2021-01-22 01:16:46 main:574] : INFO : Epoch 1850 | loss: 0.031236 | val_loss: 0.0312329 | Time: 2620.47 ms [2021-01-22 01:16:49 main:574] : INFO : Epoch 1851 | loss: 0.0312345 | val_loss: 0.0312325 | Time: 2605.15 ms [2021-01-22 01:16:51 main:574] : INFO : Epoch 1852 | loss: 0.031234 | val_loss: 0.0312325 | Time: 2578.52 ms [2021-01-22 01:16:54 main:574] : INFO : Epoch 1853 | loss: 0.0312341 | val_loss: 0.0312321 | Time: 2617.26 ms [2021-01-22 01:16:57 main:574] : INFO : Epoch 1854 | loss: 0.0312334 | val_loss: 0.0312322 | Time: 2624.95 ms [2021-01-22 01:16:59 main:574] : INFO : Epoch 1855 | loss: 0.031234 | val_loss: 0.0312326 | Time: 2626.15 ms [2021-01-22 01:17:02 main:574] : INFO : Epoch 1856 | loss: 0.0312338 | val_loss: 0.0312332 | Time: 2621.37 ms [2021-01-22 01:17:05 main:574] : INFO : Epoch 1857 | loss: 0.031234 | val_loss: 0.0312325 | Time: 2609.45 ms [2021-01-22 01:17:07 main:574] : INFO : Epoch 1858 | loss: 0.0312347 | val_loss: 0.031233 | Time: 2610.81 ms [2021-01-22 01:17:10 main:574] : INFO : Epoch 1859 | loss: 0.0312338 | val_loss: 0.0312322 | Time: 2586.75 ms [2021-01-22 01:17:13 main:574] : INFO : Epoch 1860 | loss: 0.0312334 | val_loss: 0.0312321 | Time: 2557 ms [2021-01-22 01:17:15 main:574] : INFO : Epoch 1861 | loss: 0.0312345 | val_loss: 0.0312348 | Time: 2666.87 ms [2021-01-22 01:17:18 main:574] : INFO : Epoch 1862 | loss: 0.031235 | val_loss: 0.0312322 | Time: 2582.28 ms [2021-01-22 01:17:21 main:574] : INFO : Epoch 1863 | loss: 0.0312344 | val_loss: 0.0312342 | Time: 2602.8 ms [2021-01-22 01:17:23 main:574] : INFO : Epoch 1864 | loss: 0.0312338 | val_loss: 0.0312321 | Time: 2598.17 ms [2021-01-22 01:17:26 main:574] : INFO : Epoch 1865 | loss: 0.0312338 | val_loss: 0.031235 | Time: 2668.2 ms [2021-01-22 01:17:29 main:574] : INFO : Epoch 1866 | loss: 0.0312337 | val_loss: 0.0312328 | Time: 2594.62 ms [2021-01-22 01:17:31 main:574] : INFO : Epoch 1867 | loss: 0.0312337 | val_loss: 0.0312325 | Time: 2581.13 ms [2021-01-22 01:17:34 main:574] : INFO : Epoch 1868 | loss: 0.0312342 | val_loss: 0.0312347 | Time: 2684.52 ms [2021-01-22 01:17:37 main:574] : INFO : Epoch 1869 | loss: 0.0312343 | val_loss: 0.0312332 | Time: 2688.9 ms [2021-01-22 01:17:39 main:574] : INFO : Epoch 1870 | loss: 0.0312335 | val_loss: 0.0312322 | Time: 2608.28 ms [2021-01-22 01:17:42 main:574] : INFO : Epoch 1871 | loss: 0.0312338 | val_loss: 0.0312335 | Time: 2638.54 ms [2021-01-22 01:17:45 main:574] : INFO : Epoch 1872 | loss: 0.0312351 | val_loss: 0.0312333 | Time: 2615.23 ms [2021-01-22 01:17:47 main:574] : INFO : Epoch 1873 | loss: 0.031234 | val_loss: 0.0312331 | Time: 2658.36 ms [2021-01-22 01:17:50 main:574] : INFO : Epoch 1874 | loss: 0.031234 | val_loss: 0.0312327 | Time: 2586.13 ms [2021-01-22 01:17:53 main:574] : INFO : Epoch 1875 | loss: 0.0312338 | val_loss: 0.0312331 | Time: 2673.62 ms [2021-01-22 01:17:56 main:574] : INFO : Epoch 1876 | loss: 0.0312336 | val_loss: 0.0312328 | Time: 2638.86 ms [2021-01-22 01:17:58 main:574] : INFO : Epoch 1877 | loss: 0.0312334 | val_loss: 0.0312321 | Time: 2657.69 ms [2021-01-22 01:18:01 main:574] : INFO : Epoch 1878 | loss: 0.0312334 | val_loss: 0.0312321 | Time: 2626.17 ms [2021-01-22 01:18:04 main:574] : INFO : Epoch 1879 | loss: 0.031234 | val_loss: 0.0312323 | Time: 2669.74 ms [2021-01-22 01:18:06 main:574] : INFO : Epoch 1880 | loss: 0.0312334 | val_loss: 0.0312334 | Time: 2589.8 ms [2021-01-22 01:18:09 main:574] : INFO : Epoch 1881 | loss: 0.0312335 | val_loss: 0.0312329 | Time: 2577.61 ms [2021-01-22 01:18:12 main:574] : INFO : Epoch 1882 | loss: 0.0312333 | val_loss: 0.031234 | Time: 2603.33 ms [2021-01-22 01:18:14 main:574] : INFO : Epoch 1883 | loss: 0.0312336 | val_loss: 0.0312327 | Time: 2615.18 ms [2021-01-22 01:18:17 main:574] : INFO : Epoch 1884 | loss: 0.0312343 | val_loss: 0.0312327 | Time: 2594.98 ms [2021-01-22 01:18:20 main:574] : INFO : Epoch 1885 | loss: 0.031234 | val_loss: 0.0312326 | Time: 2584.32 ms [2021-01-22 01:18:22 main:574] : INFO : Epoch 1886 | loss: 0.0312334 | val_loss: 0.0312336 | Time: 2584.62 ms [2021-01-22 01:18:25 main:574] : INFO : Epoch 1887 | loss: 0.0312342 | val_loss: 0.0312338 | Time: 2539.77 ms [2021-01-22 01:18:27 main:574] : INFO : Epoch 1888 | loss: 0.0312343 | val_loss: 0.0312326 | Time: 2594.89 ms [2021-01-22 01:18:30 main:574] : INFO : Epoch 1889 | loss: 0.0312334 | val_loss: 0.0312327 | Time: 2625.08 ms [2021-01-22 01:18:33 main:574] : INFO : Epoch 1890 | loss: 0.0312333 | val_loss: 0.0312322 | Time: 2613.41 ms [2021-01-22 01:18:35 main:574] : INFO : Epoch 1891 | loss: 0.0312342 | val_loss: 0.031233 | Time: 2598.63 ms [2021-01-22 01:18:38 main:574] : INFO : Epoch 1892 | loss: 0.0312333 | val_loss: 0.0312338 | Time: 2581.82 ms [2021-01-22 01:18:41 main:574] : INFO : Epoch 1893 | loss: 0.0312342 | val_loss: 0.0312329 | Time: 2642.85 ms [2021-01-22 01:18:43 main:574] : INFO : Epoch 1894 | loss: 0.0312339 | val_loss: 0.0312322 | Time: 2580.26 ms [2021-01-22 01:18:46 main:574] : INFO : Epoch 1895 | loss: 0.031234 | val_loss: 0.031233 | Time: 2691.7 ms [2021-01-22 01:18:49 main:574] : INFO : Epoch 1896 | loss: 0.0312335 | val_loss: 0.0312322 | Time: 2623.37 ms [2021-01-22 01:18:51 main:574] : INFO : Epoch 1897 | loss: 0.0312349 | val_loss: 0.0312364 | Time: 2687.71 ms [2021-01-22 01:18:54 main:574] : INFO : Epoch 1898 | loss: 0.0312335 | val_loss: 0.0312328 | Time: 2603.53 ms [2021-01-22 01:18:57 main:574] : INFO : Epoch 1899 | loss: 0.0312343 | val_loss: 0.0312334 | Time: 2635.83 ms [2021-01-22 01:19:00 main:574] : INFO : Epoch 1900 | loss: 0.0312337 | val_loss: 0.0312324 | Time: 2664.16 ms [2021-01-22 01:19:02 main:574] : INFO : Epoch 1901 | loss: 0.0312334 | val_loss: 0.0312335 | Time: 2588.87 ms [2021-01-22 01:19:05 main:574] : INFO : Epoch 1902 | loss: 0.0312337 | val_loss: 0.0312329 | Time: 2602.97 ms [2021-01-22 01:19:08 main:574] : INFO : Epoch 1903 | loss: 0.0312337 | val_loss: 0.0312325 | Time: 2632.91 ms [2021-01-22 01:19:10 main:574] : INFO : Epoch 1904 | loss: 0.0312332 | val_loss: 0.0312326 | Time: 2607.82 ms [2021-01-22 01:19:13 main:574] : INFO : Epoch 1905 | loss: 0.0312338 | val_loss: 0.0312326 | Time: 2590.2 ms [2021-01-22 01:19:16 main:574] : INFO : Epoch 1906 | loss: 0.0312343 | val_loss: 0.0312328 | Time: 2673.09 ms [2021-01-22 01:19:18 main:574] : INFO : Epoch 1907 | loss: 0.0312337 | val_loss: 0.0312322 | Time: 2651.43 ms [2021-01-22 01:19:21 main:574] : INFO : Epoch 1908 | loss: 0.0312343 | val_loss: 0.0312327 | Time: 2604.87 ms [2021-01-22 01:19:24 main:574] : INFO : Epoch 1909 | loss: 0.031235 | val_loss: 0.0312356 | Time: 2602.19 ms [2021-01-22 01:19:26 main:574] : INFO : Epoch 1910 | loss: 0.0312347 | val_loss: 0.0312354 | Time: 2541.83 ms [2021-01-22 01:19:29 main:574] : INFO : Epoch 1911 | loss: 0.0312346 | val_loss: 0.0312333 | Time: 2593.37 ms [2021-01-22 01:19:32 main:574] : INFO : Epoch 1912 | loss: 0.031234 | val_loss: 0.0312332 | Time: 2605.61 ms [2021-01-22 01:19:34 main:574] : INFO : Epoch 1913 | loss: 0.0312334 | val_loss: 0.0312328 | Time: 2676.85 ms [2021-01-22 01:19:37 main:574] : INFO : Epoch 1914 | loss: 0.0312349 | val_loss: 0.0312339 | Time: 2639.92 ms [2021-01-22 01:19:40 main:574] : INFO : Epoch 1915 | loss: 0.0312335 | val_loss: 0.031233 | Time: 2540.46 ms [2021-01-22 01:19:42 main:574] : INFO : Epoch 1916 | loss: 0.0312348 | val_loss: 0.0312364 | Time: 2552.61 ms [2021-01-22 01:19:45 main:574] : INFO : Epoch 1917 | loss: 0.0312343 | val_loss: 0.0312328 | Time: 2621.88 ms [2021-01-22 01:19:47 main:574] : INFO : Epoch 1918 | loss: 0.0312335 | val_loss: 0.0312341 | Time: 2549.61 ms [2021-01-22 01:19:50 main:574] : INFO : Epoch 1919 | loss: 0.0312343 | val_loss: 0.0312369 | Time: 2617.46 ms [2021-01-22 01:19:53 main:574] : INFO : Epoch 1920 | loss: 0.0312345 | val_loss: 0.0312327 | Time: 2669.57 ms [2021-01-22 01:19:55 main:574] : INFO : Epoch 1921 | loss: 0.0312334 | val_loss: 0.0312328 | Time: 2614.65 ms [2021-01-22 01:19:58 main:574] : INFO : Epoch 1922 | loss: 0.0312341 | val_loss: 0.031233 | Time: 2562.91 ms [2021-01-22 01:20:01 main:574] : INFO : Epoch 1923 | loss: 0.0312335 | val_loss: 0.0312325 | Time: 2663.9 ms [2021-01-22 01:20:03 main:574] : INFO : Epoch 1924 | loss: 0.0312337 | val_loss: 0.0312333 | Time: 2685.95 ms [2021-01-22 01:20:06 main:574] : INFO : Epoch 1925 | loss: 0.0312338 | val_loss: 0.0312325 | Time: 2656.81 ms [2021-01-22 01:20:09 main:574] : INFO : Epoch 1926 | loss: 0.0312341 | val_loss: 0.0312327 | Time: 2567.58 ms [2021-01-22 01:20:11 main:574] : INFO : Epoch 1927 | loss: 0.0312347 | val_loss: 0.0312326 | Time: 2643.18 ms [2021-01-22 01:20:14 main:574] : INFO : Epoch 1928 | loss: 0.0312341 | val_loss: 0.0312365 | Time: 2544.15 ms [2021-01-22 01:20:17 main:574] : INFO : Epoch 1929 | loss: 0.0312341 | val_loss: 0.0312345 | Time: 2621.62 ms [2021-01-22 01:20:19 main:574] : INFO : Epoch 1930 | loss: 0.0312344 | val_loss: 0.0312328 | Time: 2598.28 ms [2021-01-22 01:20:22 main:574] : INFO : Epoch 1931 | loss: 0.0312343 | val_loss: 0.0312328 | Time: 2582.29 ms [2021-01-22 01:20:25 main:574] : INFO : Epoch 1932 | loss: 0.031234 | val_loss: 0.0312327 | Time: 2640.83 ms [2021-01-22 01:20:27 main:574] : INFO : Epoch 1933 | loss: 0.0312333 | val_loss: 0.0312328 | Time: 2598.49 ms [2021-01-22 01:20:30 main:574] : INFO : Epoch 1934 | loss: 0.0312337 | val_loss: 0.0312325 | Time: 2615.41 ms [2021-01-22 01:20:33 main:574] : INFO : Epoch 1935 | loss: 0.0312333 | val_loss: 0.0312326 | Time: 2668.25 ms [2021-01-22 01:20:35 main:574] : INFO : Epoch 1936 | loss: 0.0312339 | val_loss: 0.0312344 | Time: 2613.57 ms [2021-01-22 01:20:38 main:574] : INFO : Epoch 1937 | loss: 0.0312342 | val_loss: 0.0312331 | Time: 2608.72 ms [2021-01-22 01:20:41 main:574] : INFO : Epoch 1938 | loss: 0.0312342 | val_loss: 0.0312333 | Time: 2593.66 ms [2021-01-22 01:20:43 main:574] : INFO : Epoch 1939 | loss: 0.0312336 | val_loss: 0.0312324 | Time: 2531.53 ms [2021-01-22 01:20:46 main:574] : INFO : Epoch 1940 | loss: 0.0312342 | val_loss: 0.0312326 | Time: 2630.07 ms [2021-01-22 01:20:49 main:574] : INFO : Epoch 1941 | loss: 0.0312339 | val_loss: 0.0312324 | Time: 2623.78 ms [2021-01-22 01:20:51 main:574] : INFO : Epoch 1942 | loss: 0.0312338 | val_loss: 0.0312356 | Time: 2601.76 ms [2021-01-22 01:20:54 main:574] : INFO : Epoch 1943 | loss: 0.0312362 | val_loss: 0.0312321 | Time: 2656.05 ms [2021-01-22 01:20:57 main:574] : INFO : Epoch 1944 | loss: 0.0312344 | val_loss: 0.0312327 | Time: 2576.52 ms [2021-01-22 01:20:59 main:574] : INFO : Epoch 1945 | loss: 0.0312335 | val_loss: 0.0312334 | Time: 2592.78 ms [2021-01-22 01:21:02 main:574] : INFO : Epoch 1946 | loss: 0.0312334 | val_loss: 0.0312333 | Time: 2603.87 ms [2021-01-22 01:21:05 main:574] : INFO : Epoch 1947 | loss: 0.0312342 | val_loss: 0.0312326 | Time: 2612.02 ms [2021-01-22 01:21:07 main:574] : INFO : Epoch 1948 | loss: 0.0312354 | val_loss: 0.0312328 | Time: 2652.07 ms [2021-01-22 01:21:10 main:574] : INFO : Epoch 1949 | loss: 0.0312343 | val_loss: 0.0312347 | Time: 2579.31 ms [2021-01-22 01:21:13 main:574] : INFO : Epoch 1950 | loss: 0.0312343 | val_loss: 0.0312332 | Time: 2598.87 ms [2021-01-22 01:21:15 main:574] : INFO : Epoch 1951 | loss: 0.0312336 | val_loss: 0.0312327 | Time: 2600.14 ms [2021-01-22 01:21:18 main:574] : INFO : Epoch 1952 | loss: 0.0312345 | val_loss: 0.031232 | Time: 2588.61 ms [2021-01-22 01:21:21 main:574] : INFO : Epoch 1953 | loss: 0.0312357 | val_loss: 0.0312328 | Time: 2647.81 ms [2021-01-22 01:21:23 main:574] : INFO : Epoch 1954 | loss: 0.0312355 | val_loss: 0.0312373 | Time: 2629.86 ms [2021-01-22 01:21:26 main:574] : INFO : Epoch 1955 | loss: 0.0312338 | val_loss: 0.0312322 | Time: 2622.84 ms [2021-01-22 01:21:29 main:574] : INFO : Epoch 1956 | loss: 0.0312335 | val_loss: 0.0312325 | Time: 2631.73 ms [2021-01-22 01:21:31 main:574] : INFO : Epoch 1957 | loss: 0.0312343 | val_loss: 0.0312342 | Time: 2616.94 ms [2021-01-22 01:21:34 main:574] : INFO : Epoch 1958 | loss: 0.0312355 | val_loss: 0.0312375 | Time: 2602.78 ms [2021-01-22 01:21:37 main:574] : INFO : Epoch 1959 | loss: 0.031235 | val_loss: 0.0312327 | Time: 2621.19 ms [2021-01-22 01:21:39 main:574] : INFO : Epoch 1960 | loss: 0.0312339 | val_loss: 0.0312338 | Time: 2607.36 ms [2021-01-22 01:21:42 main:574] : INFO : Epoch 1961 | loss: 0.0312337 | val_loss: 0.031233 | Time: 2587.4 ms [2021-01-22 01:21:45 main:574] : INFO : Epoch 1962 | loss: 0.0312335 | val_loss: 0.0312329 | Time: 2589.96 ms [2021-01-22 01:21:47 main:574] : INFO : Epoch 1963 | loss: 0.031234 | val_loss: 0.0312341 | Time: 2662.75 ms [2021-01-22 01:21:50 main:574] : INFO : Epoch 1964 | loss: 0.031235 | val_loss: 0.0312348 | Time: 2686.05 ms [2021-01-22 01:21:53 main:574] : INFO : Epoch 1965 | loss: 0.031234 | val_loss: 0.0312321 | Time: 2584.03 ms [2021-01-22 01:21:55 main:574] : INFO : Epoch 1966 | loss: 0.0312331 | val_loss: 0.0312322 | Time: 2641.56 ms [2021-01-22 01:21:58 main:574] : INFO : Epoch 1967 | loss: 0.0312345 | val_loss: 0.0312347 | Time: 2556.37 ms [2021-01-22 01:22:01 main:574] : INFO : Epoch 1968 | loss: 0.031236 | val_loss: 0.0312327 | Time: 2616.99 ms [2021-01-22 01:22:03 main:574] : INFO : Epoch 1969 | loss: 0.0312345 | val_loss: 0.0312334 | Time: 2656.37 ms [2021-01-22 01:22:06 main:574] : INFO : Epoch 1970 | loss: 0.031234 | val_loss: 0.0312341 | Time: 2658.32 ms [2021-01-22 01:22:09 main:574] : INFO : Epoch 1971 | loss: 0.0312336 | val_loss: 0.0312327 | Time: 2581.67 ms [2021-01-22 01:22:11 main:574] : INFO : Epoch 1972 | loss: 0.0312336 | val_loss: 0.0312334 | Time: 2585.88 ms [2021-01-22 01:22:14 main:574] : INFO : Epoch 1973 | loss: 0.0312335 | val_loss: 0.0312336 | Time: 2622.73 ms [2021-01-22 01:22:17 main:574] : INFO : Epoch 1974 | loss: 0.0312334 | val_loss: 0.031235 | Time: 2634.44 ms [2021-01-22 01:22:19 main:574] : INFO : Epoch 1975 | loss: 0.0312345 | val_loss: 0.031234 | Time: 2583.55 ms [2021-01-22 01:22:22 main:574] : INFO : Epoch 1976 | loss: 0.0312358 | val_loss: 0.0312333 | Time: 2635.62 ms [2021-01-22 01:22:25 main:574] : INFO : Epoch 1977 | loss: 0.0312344 | val_loss: 0.0312368 | Time: 2677.22 ms [2021-01-22 01:22:27 main:574] : INFO : Epoch 1978 | loss: 0.0312341 | val_loss: 0.0312334 | Time: 2604.11 ms [2021-01-22 01:22:30 main:574] : INFO : Epoch 1979 | loss: 0.0312356 | val_loss: 0.0312326 | Time: 2588.02 ms [2021-01-22 01:22:33 main:574] : INFO : Epoch 1980 | loss: 0.0312348 | val_loss: 0.0312374 | Time: 2596.41 ms [2021-01-22 01:22:35 main:574] : INFO : Epoch 1981 | loss: 0.0312343 | val_loss: 0.0312349 | Time: 2643.95 ms [2021-01-22 01:22:38 main:574] : INFO : Epoch 1982 | loss: 0.0312358 | val_loss: 0.0312348 | Time: 2576.44 ms [2021-01-22 01:22:41 main:574] : INFO : Epoch 1983 | loss: 0.0312351 | val_loss: 0.0312323 | Time: 2625.53 ms [2021-01-22 01:22:43 main:574] : INFO : Epoch 1984 | loss: 0.0312337 | val_loss: 0.0312327 | Time: 2639.55 ms [2021-01-22 01:22:46 main:574] : INFO : Epoch 1985 | loss: 0.0312347 | val_loss: 0.0312323 | Time: 2569.42 ms [2021-01-22 01:22:49 main:574] : INFO : Epoch 1986 | loss: 0.0312345 | val_loss: 0.0312341 | Time: 2601.44 ms [2021-01-22 01:22:51 main:574] : INFO : Epoch 1987 | loss: 0.0312336 | val_loss: 0.0312322 | Time: 2582.33 ms [2021-01-22 01:22:54 main:574] : INFO : Epoch 1988 | loss: 0.0312335 | val_loss: 0.0312329 | Time: 2610.9 ms [2021-01-22 01:22:57 main:574] : INFO : Epoch 1989 | loss: 0.0312335 | val_loss: 0.031233 | Time: 2668.57 ms [2021-01-22 01:22:59 main:574] : INFO : Epoch 1990 | loss: 0.0312345 | val_loss: 0.0312327 | Time: 2620.79 ms [2021-01-22 01:23:02 main:574] : INFO : Epoch 1991 | loss: 0.0312356 | val_loss: 0.0312367 | Time: 2670.07 ms [2021-01-22 01:23:05 main:574] : INFO : Epoch 1992 | loss: 0.0312345 | val_loss: 0.0312359 | Time: 2624.45 ms [2021-01-22 01:23:07 main:574] : INFO : Epoch 1993 | loss: 0.031237 | val_loss: 0.0312424 | Time: 2595.85 ms [2021-01-22 01:23:10 main:574] : INFO : Epoch 1994 | loss: 0.0312398 | val_loss: 0.0312334 | Time: 2610.32 ms [2021-01-22 01:23:13 main:574] : INFO : Epoch 1995 | loss: 0.0312372 | val_loss: 0.0312359 | Time: 2585.58 ms [2021-01-22 01:23:15 main:574] : INFO : Epoch 1996 | loss: 0.0312343 | val_loss: 0.0312322 | Time: 2639.35 ms [2021-01-22 01:23:18 main:574] : INFO : Epoch 1997 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 2689.98 ms [2021-01-22 01:23:21 main:574] : INFO : Epoch 1998 | loss: 0.0312357 | val_loss: 0.0312369 | Time: 2612.8 ms [2021-01-22 01:23:23 main:574] : INFO : Epoch 1999 | loss: 0.031238 | val_loss: 0.0312384 | Time: 2595.95 ms [2021-01-22 01:23:26 main:574] : INFO : Epoch 2000 | loss: 0.0312357 | val_loss: 0.0312345 | Time: 2578.63 ms [2021-01-22 01:23:29 main:574] : INFO : Epoch 2001 | loss: 0.0312344 | val_loss: 0.0312323 | Time: 2637.82 ms [2021-01-22 01:23:31 main:574] : INFO : Epoch 2002 | loss: 0.031234 | val_loss: 0.0312324 | Time: 2709 ms [2021-01-22 01:23:34 main:574] : INFO : Epoch 2003 | loss: 0.0312338 | val_loss: 0.0312323 | Time: 2707.51 ms [2021-01-22 01:23:37 main:574] : INFO : Epoch 2004 | loss: 0.0312341 | val_loss: 0.0312335 | Time: 2669.26 ms [2021-01-22 01:23:40 main:574] : INFO : Epoch 2005 | loss: 0.0312336 | val_loss: 0.0312325 | Time: 2607.49 ms [2021-01-22 01:23:42 main:574] : INFO : Epoch 2006 | loss: 0.0312333 | val_loss: 0.031232 | Time: 2605.82 ms [2021-01-22 01:23:45 main:574] : INFO : Epoch 2007 | loss: 0.0312333 | val_loss: 0.031236 | Time: 2652.46 ms [2021-01-22 01:23:48 main:574] : INFO : Epoch 2008 | loss: 0.0312355 | val_loss: 0.0312323 | Time: 2626.68 ms [2021-01-22 01:23:50 main:574] : INFO : Epoch 2009 | loss: 0.031234 | val_loss: 0.0312322 | Time: 2662.62 ms [2021-01-22 01:23:53 main:574] : INFO : Epoch 2010 | loss: 0.0312337 | val_loss: 0.0312322 | Time: 2558.45 ms [2021-01-22 01:23:56 main:574] : INFO : Epoch 2011 | loss: 0.0312352 | val_loss: 0.0312336 | Time: 2684.48 ms [2021-01-22 01:23:58 main:574] : INFO : Epoch 2012 | loss: 0.0312339 | val_loss: 0.0312351 | Time: 2556.33 ms [2021-01-22 01:24:01 main:574] : INFO : Epoch 2013 | loss: 0.0312364 | val_loss: 0.0312417 | Time: 2596.22 ms [2021-01-22 01:24:04 main:574] : INFO : Epoch 2014 | loss: 0.0312365 | val_loss: 0.0312329 | Time: 2635.09 ms [2021-01-22 01:24:06 main:574] : INFO : Epoch 2015 | loss: 0.0312336 | val_loss: 0.0312326 | Time: 2675.53 ms [2021-01-22 01:24:09 main:574] : INFO : Epoch 2016 | loss: 0.0312336 | val_loss: 0.031233 | Time: 2645.74 ms [2021-01-22 01:24:12 main:574] : INFO : Epoch 2017 | loss: 0.0312336 | val_loss: 0.0312321 | Time: 2610.44 ms [2021-01-22 01:24:14 main:574] : INFO : Epoch 2018 | loss: 0.0312335 | val_loss: 0.0312325 | Time: 2595.08 ms [2021-01-22 01:24:17 main:574] : INFO : Epoch 2019 | loss: 0.0312335 | val_loss: 0.0312322 | Time: 2571.57 ms [2021-01-22 01:24:20 main:574] : INFO : Epoch 2020 | loss: 0.0312334 | val_loss: 0.0312325 | Time: 2631.93 ms [2021-01-22 01:24:22 main:574] : INFO : Epoch 2021 | loss: 0.0312343 | val_loss: 0.0312347 | Time: 2550.08 ms [2021-01-22 01:24:25 main:574] : INFO : Epoch 2022 | loss: 0.0312352 | val_loss: 0.0312331 | Time: 2612.64 ms [2021-01-22 01:24:28 main:574] : INFO : Epoch 2023 | loss: 0.0312346 | val_loss: 0.0312329 | Time: 2615.61 ms [2021-01-22 01:24:30 main:574] : INFO : Epoch 2024 | loss: 0.031234 | val_loss: 0.0312353 | Time: 2593.78 ms [2021-01-22 01:24:33 main:574] : INFO : Epoch 2025 | loss: 0.0312336 | val_loss: 0.0312322 | Time: 2600.24 ms [2021-01-22 01:24:36 main:574] : INFO : Epoch 2026 | loss: 0.0312334 | val_loss: 0.0312323 | Time: 2634.92 ms [2021-01-22 01:24:38 main:574] : INFO : Epoch 2027 | loss: 0.0312335 | val_loss: 0.0312331 | Time: 2643.77 ms [2021-01-22 01:24:41 main:574] : INFO : Epoch 2028 | loss: 0.0312338 | val_loss: 0.0312327 | Time: 2628.77 ms [2021-01-22 01:24:44 main:574] : INFO : Epoch 2029 | loss: 0.031234 | val_loss: 0.0312334 | Time: 2657.73 ms [2021-01-22 01:24:46 main:574] : INFO : Epoch 2030 | loss: 0.0312338 | val_loss: 0.0312322 | Time: 2589.74 ms [2021-01-22 01:24:49 main:574] : INFO : Epoch 2031 | loss: 0.0312347 | val_loss: 0.0312336 | Time: 2728.56 ms [2021-01-22 01:24:52 main:574] : INFO : Epoch 2032 | loss: 0.0312333 | val_loss: 0.0312324 | Time: 2602.04 ms [2021-01-22 01:24:54 main:574] : INFO : Epoch 2033 | loss: 0.0312338 | val_loss: 0.0312319 | Time: 2583.86 ms [2021-01-22 01:24:57 main:574] : INFO : Epoch 2034 | loss: 0.0312339 | val_loss: 0.0312322 | Time: 2630.27 ms [2021-01-22 01:25:00 main:574] : INFO : Epoch 2035 | loss: 0.0312348 | val_loss: 0.0312337 | Time: 2607.56 ms [2021-01-22 01:25:02 main:574] : INFO : Epoch 2036 | loss: 0.0312359 | val_loss: 0.0312337 | Time: 2598.02 ms [2021-01-22 01:25:05 main:574] : INFO : Epoch 2037 | loss: 0.0312342 | val_loss: 0.0312343 | Time: 2606.13 ms [2021-01-22 01:25:08 main:574] : INFO : Epoch 2038 | loss: 0.0312358 | val_loss: 0.0312331 | Time: 2611.81 ms [2021-01-22 01:25:10 main:574] : INFO : Epoch 2039 | loss: 0.0312338 | val_loss: 0.0312329 | Time: 2629.98 ms [2021-01-22 01:25:13 main:574] : INFO : Epoch 2040 | loss: 0.0312372 | val_loss: 0.0312333 | Time: 2623.27 ms [2021-01-22 01:25:16 main:574] : INFO : Epoch 2041 | loss: 0.0312334 | val_loss: 0.0312314 | Time: 2585.48 ms [2021-01-22 01:25:18 main:574] : INFO : Epoch 2042 | loss: 0.031233 | val_loss: 0.031232 | Time: 2598.64 ms [2021-01-22 01:25:21 main:574] : INFO : Epoch 2043 | loss: 0.0312343 | val_loss: 0.031236 | Time: 2635.27 ms [2021-01-22 01:25:24 main:574] : INFO : Epoch 2044 | loss: 0.0312347 | val_loss: 0.0312316 | Time: 2618.86 ms [2021-01-22 01:25:26 main:574] : INFO : Epoch 2045 | loss: 0.0312337 | val_loss: 0.0312323 | Time: 2697.18 ms [2021-01-22 01:25:29 main:574] : INFO : Epoch 2046 | loss: 0.0312337 | val_loss: 0.0312317 | Time: 2574.49 ms [2021-01-22 01:25:32 main:574] : INFO : Epoch 2047 | loss: 0.0312341 | val_loss: 0.0312325 | Time: 2621.48 ms [2021-01-22 01:25:34 main:574] : INFO : Epoch 2048 | loss: 0.0312344 | val_loss: 0.0312342 | Time: 2608.46 ms [2021-01-22 01:25:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312342 [2021-01-22 01:25:34 main:603] : INFO : Saving end state to config to file [2021-01-22 01:25:35 main:608] : INFO : Success, exiting.. 01:25:35 (18208): 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)