Task 3753200
| Name | ParityModified-1609265638-25616-4_0 |
| Workunit | 1929354 |
| Created | 22 Jan 2021, 0:10:05 UTC |
| Sent | 22 Jan 2021, 8:59:45 UTC |
| Report deadline | 29 Jan 2021, 8:59:45 UTC |
| Received | 22 Jan 2021, 12:58:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 29 min 42 sec |
| CPU time | 1 hours 16 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312362 | val_loss: 0.0312319 | Time: 2667.65 ms
[2021-01-22 03:35:43 main:574] : INFO : Epoch 1543 | loss: 0.0312371 | val_loss: 0.0312344 | Time: 2597.39 ms
[2021-01-22 03:35:46 main:574] : INFO : Epoch 1544 | loss: 0.0312368 | val_loss: 0.031232 | Time: 2526.46 ms
[2021-01-22 03:35:49 main:574] : INFO : Epoch 1545 | loss: 0.0312356 | val_loss: 0.0312317 | Time: 2654.43 ms
[2021-01-22 03:35:51 main:574] : INFO : Epoch 1546 | loss: 0.031236 | val_loss: 0.0312354 | Time: 2587.75 ms
[2021-01-22 03:35:54 main:574] : INFO : Epoch 1547 | loss: 0.0312381 | val_loss: 0.0312335 | Time: 2574.18 ms
[2021-01-22 03:35:57 main:574] : INFO : Epoch 1548 | loss: 0.0312359 | val_loss: 0.0312317 | Time: 2579.79 ms
[2021-01-22 03:35:59 main:574] : INFO : Epoch 1549 | loss: 0.0312354 | val_loss: 0.0312321 | Time: 2503.33 ms
[2021-01-22 03:36:02 main:574] : INFO : Epoch 1550 | loss: 0.031236 | val_loss: 0.0312314 | Time: 2607.67 ms
[2021-01-22 03:36:05 main:574] : INFO : Epoch 1551 | loss: 0.0312353 | val_loss: 0.0312326 | Time: 2627.9 ms
[2021-01-22 03:36:07 main:574] : INFO : Epoch 1552 | loss: 0.0312359 | val_loss: 0.0312321 | Time: 2604.46 ms
[2021-01-22 03:36:10 main:574] : INFO : Epoch 1553 | loss: 0.031236 | val_loss: 0.031232 | Time: 2406.44 ms
[2021-01-22 03:36:13 main:574] : INFO : Epoch 1554 | loss: 0.0312353 | val_loss: 0.0312318 | Time: 2560.84 ms
[2021-01-22 03:36:15 main:574] : INFO : Epoch 1555 | loss: 0.0312351 | val_loss: 0.0312314 | Time: 2448.31 ms
[2021-01-22 03:36:18 main:574] : INFO : Epoch 1556 | loss: 0.0312353 | val_loss: 0.0312316 | Time: 2652.7 ms
[2021-01-22 03:36:21 main:574] : INFO : Epoch 1557 | loss: 0.0312351 | val_loss: 0.0312317 | Time: 2494.22 ms
[2021-01-22 03:36:23 main:574] : INFO : Epoch 1558 | loss: 0.0312354 | val_loss: 0.0312315 | Time: 2489.15 ms
[2021-01-22 03:36:26 main:574] : INFO : Epoch 1559 | loss: 0.0312362 | val_loss: 0.0312317 | Time: 2556.96 ms
[2021-01-22 03:36:28 main:574] : INFO : Epoch 1560 | loss: 0.0312372 | val_loss: 0.0312329 | Time: 2569.24 ms
[2021-01-22 03:36:31 main:574] : INFO : Epoch 1561 | loss: 0.0312357 | val_loss: 0.031232 | Time: 2500.91 ms
[2021-01-22 03:36:34 main:574] : INFO : Epoch 1562 | loss: 0.0312362 | val_loss: 0.031232 | Time: 2633.94 ms
[2021-01-22 03:36:36 main:574] : INFO : Epoch 1563 | loss: 0.0312366 | val_loss: 0.0312349 | Time: 2570.46 ms
[2021-01-22 03:36:39 main:574] : INFO : Epoch 1564 | loss: 0.0312358 | val_loss: 0.0312314 | Time: 2721.3 ms
[2021-01-22 03:36:42 main:574] : INFO : Epoch 1565 | loss: 0.0312358 | val_loss: 0.0312324 | Time: 2677.05 ms
[2021-01-22 03:36:44 main:574] : INFO : Epoch 1566 | loss: 0.0312352 | val_loss: 0.0312313 | Time: 2507.75 ms
[2021-01-22 03:36:47 main:574] : INFO : Epoch 1567 | loss: 0.0312348 | val_loss: 0.0312315 | Time: 2571.93 ms
[2021-01-22 03:36:50 main:574] : INFO : Epoch 1568 | loss: 0.0312356 | val_loss: 0.0312333 | Time: 2497.8 ms
[2021-01-22 03:36:52 main:574] : INFO : Epoch 1569 | loss: 0.0312355 | val_loss: 0.0312322 | Time: 2622.65 ms
[2021-01-22 03:36:55 main:574] : INFO : Epoch 1570 | loss: 0.0312353 | val_loss: 0.0312327 | Time: 2594.87 ms
[2021-01-22 03:36:58 main:574] : INFO : Epoch 1571 | loss: 0.0312357 | val_loss: 0.0312317 | Time: 2566.23 ms
[2021-01-22 03:37:00 main:574] : INFO : Epoch 1572 | loss: 0.0312357 | val_loss: 0.0312321 | Time: 2489.01 ms
[2021-01-22 03:37:03 main:574] : INFO : Epoch 1573 | loss: 0.031236 | val_loss: 0.0312333 | Time: 2580.77 ms
[2021-01-22 03:37:06 main:574] : INFO : Epoch 1574 | loss: 0.0312355 | val_loss: 0.0312315 | Time: 2704.36 ms
[2021-01-22 03:37:08 main:574] : INFO : Epoch 1575 | loss: 0.0312356 | val_loss: 0.0312325 | Time: 2592.79 ms
[2021-01-22 03:37:11 main:574] : INFO : Epoch 1576 | loss: 0.0312355 | val_loss: 0.0312314 | Time: 2621.32 ms
[2021-01-22 03:37:14 main:574] : INFO : Epoch 1577 | loss: 0.031235 | val_loss: 0.0312314 | Time: 2604.41 ms
[2021-01-22 03:37:16 main:574] : INFO : Epoch 1578 | loss: 0.031235 | val_loss: 0.0312324 | Time: 2478.42 ms
[2021-01-22 03:37:19 main:574] : INFO : Epoch 1579 | loss: 0.0312352 | val_loss: 0.0312316 | Time: 2530.02 ms
[2021-01-22 03:37:22 main:574] : INFO : Epoch 1580 | loss: 0.0312355 | val_loss: 0.0312315 | Time: 2641.64 ms
[2021-01-22 03:37:24 main:574] : INFO : Epoch 1581 | loss: 0.031236 | val_loss: 0.0312337 | Time: 2567.99 ms
[2021-01-22 03:37:27 main:574] : INFO : Epoch 1582 | loss: 0.0312357 | val_loss: 0.0312317 | Time: 2483.96 ms
[2021-01-22 03:37:29 main:574] : INFO : Epoch 1583 | loss: 0.0312354 | val_loss: 0.0312315 | Time: 2550.74 ms
[2021-01-22 03:37:32 main:574] : INFO : Epoch 1584 | loss: 0.0312352 | val_loss: 0.0312315 | Time: 2514.82 ms
[2021-01-22 03:37:35 main:574] : INFO : Epoch 1585 | loss: 0.0312356 | val_loss: 0.0312314 | Time: 2604.45 ms
[2021-01-22 03:37:37 main:574] : INFO : Epoch 1586 | loss: 0.0312354 | val_loss: 0.0312318 | Time: 2556.38 ms
[2021-01-22 03:37:40 main:574] : INFO : Epoch 1587 | loss: 0.0312354 | val_loss: 0.0312316 | Time: 2646.46 ms
[2021-01-22 03:37:42 main:574] : INFO : Epoch 1588 | loss: 0.0312353 | val_loss: 0.0312315 | Time: 2448.78 ms
[2021-01-22 03:37:45 main:574] : INFO : Epoch 1589 | loss: 0.0312365 | val_loss: 0.031234 | Time: 2586.14 ms
[2021-01-22 03:37:48 main:574] : INFO : Epoch 1590 | loss: 0.0312357 | val_loss: 0.0312315 | Time: 2551.07 ms
[2021-01-22 03:37:50 main:574] : INFO : Epoch 1591 | loss: 0.0312352 | val_loss: 0.0312312 | Time: 2550.98 ms
[2021-01-22 03:37:53 main:574] : INFO : Epoch 1592 | loss: 0.0312354 | val_loss: 0.0312319 | Time: 2621.66 ms
[2021-01-22 03:37:56 main:574] : INFO : Epoch 1593 | loss: 0.0312354 | val_loss: 0.0312321 | Time: 2620.02 ms
[2021-01-22 03:37:58 main:574] : INFO : Epoch 1594 | loss: 0.0312359 | val_loss: 0.031234 | Time: 2548.7 ms
[2021-01-22 03:38:01 main:574] : INFO : Epoch 1595 | loss: 0.031236 | val_loss: 0.0312314 | Time: 2603.5 ms
[2021-01-22 03:38:03 main:574] : INFO : Epoch 1596 | loss: 0.0312356 | val_loss: 0.0312319 | Time: 2591.7 ms
[2021-01-22 03:38:06 main:574] : INFO : Epoch 1597 | loss: 0.0312363 | val_loss: 0.0312316 | Time: 2538.16 ms
[2021-01-22 03:38:09 main:574] : INFO : Epoch 1598 | loss: 0.0312353 | val_loss: 0.0312322 | Time: 2558.23 ms
[2021-01-22 03:38:11 main:574] : INFO : Epoch 1599 | loss: 0.0312354 | val_loss: 0.0312316 | Time: 2529.74 ms
[2021-01-22 03:38:14 main:574] : INFO : Epoch 1600 | loss: 0.0312353 | val_loss: 0.0312314 | Time: 2514.03 ms
[2021-01-22 03:38:16 main:574] : INFO : Epoch 1601 | loss: 0.0312351 | val_loss: 0.0312317 | Time: 2551.41 ms
[2021-01-22 03:38:19 main:574] : INFO : Epoch 1602 | loss: 0.0312356 | val_loss: 0.0312317 | Time: 2534.3 ms
[2021-01-22 03:38:22 main:574] : INFO : Epoch 1603 | loss: 0.0312357 | val_loss: 0.0312313 | Time: 2693.78 ms
[2021-01-22 03:38:24 main:574] : INFO : Epoch 1604 | loss: 0.0312366 | val_loss: 0.0312323 | Time: 2599.88 ms
[2021-01-22 03:38:27 main:574] : INFO : Epoch 1605 | loss: 0.0312354 | val_loss: 0.0312317 | Time: 2446.11 ms
[2021-01-22 03:38:29 main:574] : INFO : Epoch 1606 | loss: 0.031236 | val_loss: 0.0312316 | Time: 2527.71 ms
[2021-01-22 03:38:32 main:574] : INFO : Epoch 1607 | loss: 0.0312351 | val_loss: 0.0312315 | Time: 2541.71 ms
[2021-01-22 03:38:35 main:574] : INFO : Epoch 1608 | loss: 0.0312362 | val_loss: 0.0312313 | Time: 2590.2 ms
[2021-01-22 03:38:37 main:574] : INFO : Epoch 1609 | loss: 0.0312353 | val_loss: 0.0312314 | Time: 2523.06 ms
[2021-01-22 03:38:40 main:574] : INFO : Epoch 1610 | loss: 0.031235 | val_loss: 0.0312314 | Time: 2673.81 ms
[2021-01-22 03:38:43 main:574] : INFO : Epoch 1611 | loss: 0.0312349 | val_loss: 0.0312333 | Time: 2500.52 ms
[2021-01-22 03:38:45 main:574] : INFO : Epoch 1612 | loss: 0.031237 | val_loss: 0.0312322 | Time: 2633.42 ms
[2021-01-22 03:38:48 main:574] : INFO : Epoch 1613 | loss: 0.0312354 | val_loss: 0.0312314 | Time: 2474.12 ms
[2021-01-22 03:38:51 main:574] : INFO : Epoch 1614 | loss: 0.0312352 | val_loss: 0.0312313 | Time: 2481.91 ms
[2021-01-22 03:38:53 main:574] : INFO : Epoch 1615 | loss: 0.0312354 | val_loss: 0.0312321 | Time: 2523.1 ms
[2021-01-22 03:38:56 main:574] : INFO : Epoch 1616 | loss: 0.0312355 | val_loss: 0.0312315 | Time: 2492.29 ms
[2021-01-22 03:38:58 main:574] : INFO : Epoch 1617 | loss: 0.0312358 | val_loss: 0.0312318 | Time: 2584.3 ms
[2021-01-22 03:39:01 main:574] : INFO : Epoch 1618 | loss: 0.0312358 | val_loss: 0.0312313 | Time: 2641.46 ms
[2021-01-22 03:39:04 main:574] : INFO : Epoch 1619 | loss: 0.0312372 | val_loss: 0.0312333 | Time: 2543.57 ms
[2021-01-22 03:39:06 main:574] : INFO : Epoch 1620 | loss: 0.0312364 | val_loss: 0.0312321 | Time: 2588.6 ms
[2021-01-22 03:39:09 main:574] : INFO : Epoch 1621 | loss: 0.0312355 | val_loss: 0.0312322 | Time: 2593.71 ms
[2021-01-22 03:39:12 main:574] : INFO : Epoch 1622 | loss: 0.0312353 | val_loss: 0.0312316 | Time: 2514.22 ms
[2021-01-22 03:39:14 main:574] : INFO : Epoch 1623 | loss: 0.0312355 | val_loss: 0.0312323 | Time: 2532.09 ms
[2021-01-22 03:39:17 main:574] : INFO : Epoch 1624 | loss: 0.0312356 | val_loss: 0.0312333 | Time: 2617.63 ms
[2021-01-22 03:39:19 main:574] : INFO : Epoch 1625 | loss: 0.0312355 | val_loss: 0.0312322 | Time: 2563.58 ms
[2021-01-22 03:39:22 main:574] : INFO : Epoch 1626 | loss: 0.0312357 | val_loss: 0.0312314 | Time: 2337.15 ms
[2021-01-22 03:39:24 main:574] : INFO : Epoch 1627 | loss: 0.0312355 | val_loss: 0.0312323 | Time: 2475.6 ms
[2021-01-22 03:39:27 main:574] : INFO : Epoch 1628 | loss: 0.0312387 | val_loss: 0.0312345 | Time: 2633.03 ms
[2021-01-22 03:39:30 main:574] : INFO : Epoch 1629 | loss: 0.0312366 | val_loss: 0.0312326 | Time: 2444.24 ms
[2021-01-22 03:39:32 main:574] : INFO : Epoch 1630 | loss: 0.0312352 | val_loss: 0.0312325 | Time: 2622.06 ms
[2021-01-22 03:39:35 main:574] : INFO : Epoch 1631 | loss: 0.0312352 | val_loss: 0.0312314 | Time: 2448.51 ms
[2021-01-22 03:39:38 main:574] : INFO : Epoch 1632 | loss: 0.0312361 | val_loss: 0.031232 | Time: 2558.9 ms
[2021-01-22 03:39:40 main:574] : INFO : Epoch 1633 | loss: 0.0312365 | val_loss: 0.0312336 | Time: 2487.7 ms
[2021-01-22 03:39:43 main:574] : INFO : Epoch 1634 | loss: 0.0312366 | val_loss: 0.0312324 | Time: 2583.08 ms
[2021-01-22 03:39:45 main:574] : INFO : Epoch 1635 | loss: 0.0312359 | val_loss: 0.031232 | Time: 2457.66 ms
[2021-01-22 03:39:48 main:574] : INFO : Epoch 1636 | loss: 0.0312371 | val_loss: 0.0312328 | Time: 2568.85 ms
[2021-01-22 03:39:51 main:574] : INFO : Epoch 1637 | loss: 0.031236 | val_loss: 0.0312336 | Time: 2605.92 ms
[2021-01-22 03:39:53 main:574] : INFO : Epoch 1638 | loss: 0.0312355 | val_loss: 0.0312314 | Time: 2555.7 ms
[2021-01-22 03:39:56 main:574] : INFO : Epoch 1639 | loss: 0.0312352 | val_loss: 0.0312319 | Time: 2609.48 ms
[2021-01-22 03:39:59 main:574] : INFO : Epoch 1640 | loss: 0.0312353 | val_loss: 0.0312315 | Time: 2635.79 ms
[2021-01-22 03:40:01 main:574] : INFO : Epoch 1641 | loss: 0.0312361 | val_loss: 0.0312342 | Time: 2594.43 ms
[2021-01-22 03:40:04 main:574] : INFO : Epoch 1642 | loss: 0.0312351 | val_loss: 0.0312318 | Time: 2551.82 ms
[2021-01-22 03:40:06 main:574] : INFO : Epoch 1643 | loss: 0.0312363 | val_loss: 0.0312362 | Time: 2592.78 ms
[2021-01-22 03:40:09 main:574] : INFO : Epoch 1644 | loss: 0.0312381 | val_loss: 0.0312339 | Time: 2445.34 ms
[2021-01-22 03:40:12 main:574] : INFO : Epoch 1645 | loss: 0.0312361 | val_loss: 0.0312329 | Time: 2540.08 ms
[2021-01-22 03:40:14 main:574] : INFO : Epoch 1646 | loss: 0.031236 | val_loss: 0.0312315 | Time: 2525.9 ms
[2021-01-22 03:40:17 main:574] : INFO : Epoch 1647 | loss: 0.0312352 | val_loss: 0.0312313 | Time: 2476.72 ms
[2021-01-22 03:40:19 main:574] : INFO : Epoch 1648 | loss: 0.0312353 | val_loss: 0.0312317 | Time: 2549.48 ms
[2021-01-22 03:40:22 main:574] : INFO : Epoch 1649 | loss: 0.0312353 | val_loss: 0.0312327 | Time: 2471.17 ms
[2021-01-22 03:40:25 main:574] : INFO : Epoch 1650 | loss: 0.0312359 | val_loss: 0.0312319 | Time: 2561.97 ms
[2021-01-22 03:40:27 main:574] : INFO : Epoch 1651 | loss: 0.0312354 | val_loss: 0.0312321 | Time: 2464.58 ms
[2021-01-22 03:40:30 main:574] : INFO : Epoch 1652 | loss: 0.0312354 | val_loss: 0.031232 | Time: 2549.83 ms
[2021-01-22 03:40:32 main:574] : INFO : Epoch 1653 | loss: 0.0312357 | val_loss: 0.0312317 | Time: 2574.99 ms
[2021-01-22 03:40:35 main:574] : INFO : Epoch 1654 | loss: 0.0312355 | val_loss: 0.0312329 | Time: 2577.54 ms
[2021-01-22 03:40:38 main:574] : INFO : Epoch 1655 | loss: 0.0312352 | val_loss: 0.0312328 | Time: 2579.55 ms
[2021-01-22 03:40:40 main:574] : INFO : Epoch 1656 | loss: 0.0312356 | val_loss: 0.0312321 | Time: 2619.46 ms
[2021-01-22 03:40:43 main:574] : INFO : Epoch 1657 | loss: 0.0312356 | val_loss: 0.0312315 | Time: 2500.8 ms
[2021-01-22 03:40:45 main:574] : INFO : Epoch 1658 | loss: 0.0312352 | val_loss: 0.0312325 | Time: 2530.95 ms
[2021-01-22 03:40:48 main:574] : INFO : Epoch 1659 | loss: 0.0312357 | val_loss: 0.0312346 | Time: 2438.48 ms
[2021-01-22 03:40:50 main:574] : INFO : Epoch 1660 | loss: 0.0312362 | val_loss: 0.0312316 | Time: 2460.11 ms
[2021-01-22 03:40:53 main:574] : INFO : Epoch 1661 | loss: 0.031235 | val_loss: 0.0312322 | Time: 2494.87 ms
[2021-01-22 03:40:56 main:574] : INFO : Epoch 1662 | loss: 0.0312371 | val_loss: 0.0312331 | Time: 2531.38 ms
[2021-01-22 03:40:58 main:574] : INFO : Epoch 1663 | loss: 0.0312368 | val_loss: 0.0312317 | Time: 2647.87 ms
[2021-01-22 03:41:01 main:574] : INFO : Epoch 1664 | loss: 0.0312354 | val_loss: 0.0312333 | Time: 2547.44 ms
[2021-01-22 03:41:04 main:574] : INFO : Epoch 1665 | loss: 0.0312353 | val_loss: 0.0312314 | Time: 2642.48 ms
[2021-01-22 03:41:06 main:574] : INFO : Epoch 1666 | loss: 0.0312353 | val_loss: 0.0312316 | Time: 2388.61 ms
[2021-01-22 03:41:09 main:574] : INFO : Epoch 1667 | loss: 0.0312364 | val_loss: 0.0312318 | Time: 2487.76 ms
[2021-01-22 03:41:11 main:574] : INFO : Epoch 1668 | loss: 0.0312362 | val_loss: 0.0312319 | Time: 2561.36 ms
[2021-01-22 03:41:14 main:574] : INFO : Epoch 1669 | loss: 0.0312355 | val_loss: 0.0312323 | Time: 2491.99 ms
[2021-01-22 03:41:16 main:574] : INFO : Epoch 1670 | loss: 0.0312352 | val_loss: 0.031232 | Time: 2557.75 ms
[2021-01-22 03:41:19 main:574] : INFO : Epoch 1671 | loss: 0.0312358 | val_loss: 0.0312326 | Time: 2540.48 ms
[2021-01-22 03:41:21 main:574] : INFO : Epoch 1672 | loss: 0.0312375 | val_loss: 0.0312318 | Time: 2509.06 ms
[2021-01-22 03:41:24 main:574] : INFO : Epoch 1673 | loss: 0.0312382 | val_loss: 0.0312317 | Time: 2571.98 ms
[2021-01-22 03:41:27 main:574] : INFO : Epoch 1674 | loss: 0.0312366 | val_loss: 0.0312319 | Time: 2571.39 ms
[2021-01-22 03:41:29 main:574] : INFO : Epoch 1675 | loss: 0.0312355 | val_loss: 0.0312312 | Time: 2571.27 ms
[2021-01-22 03:41:32 main:574] : INFO : Epoch 1676 | loss: 0.0312353 | val_loss: 0.0312322 | Time: 2587.45 ms
[2021-01-22 03:41:35 main:574] : INFO : Epoch 1677 | loss: 0.0312357 | val_loss: 0.0312313 | Time: 2525.87 ms
[2021-01-22 03:41:37 main:574] : INFO : Epoch 1678 | loss: 0.0312358 | val_loss: 0.031236 | Time: 2520.89 ms
[2021-01-22 03:41:40 main:574] : INFO : Epoch 1679 | loss: 0.0312354 | val_loss: 0.0312314 | Time: 2646.25 ms
[2021-01-22 03:41:43 main:574] : INFO : Epoch 1680 | loss: 0.0312351 | val_loss: 0.0312334 | Time: 2575.89 ms
[2021-01-22 03:41:45 main:574] : INFO : Epoch 1681 | loss: 0.031236 | val_loss: 0.0312318 | Time: 2539.74 ms
[2021-01-22 03:41:48 main:574] : INFO : Epoch 1682 | loss: 0.0312355 | val_loss: 0.0312314 | Time: 2649.5 ms
[2021-01-22 03:41:51 main:574] : INFO : Epoch 1683 | loss: 0.0312354 | val_loss: 0.0312315 | Time: 2630.3 ms
[2021-01-22 03:41:53 main:574] : INFO : Epoch 1684 | loss: 0.0312353 | val_loss: 0.0312315 | Time: 2530.9 ms
[2021-01-22 03:41:56 main:574] : INFO : Epoch 1685 | loss: 0.0312365 | val_loss: 0.0312337 | Time: 2554.1 ms
[2021-01-22 03:41:59 main:574] : INFO : Epoch 1686 | loss: 0.0312365 | val_loss: 0.0312335 | Time: 2624.37 ms
[2021-01-22 03:42:01 main:574] : INFO : Epoch 1687 | loss: 0.0312356 | val_loss: 0.0312315 | Time: 2637.67 ms
[2021-01-22 03:42:04 main:574] : INFO : Epoch 1688 | loss: 0.0312361 | val_loss: 0.0312314 | Time: 2541.81 ms
[2021-01-22 03:42:06 main:574] : INFO : Epoch 1689 | loss: 0.0312355 | val_loss: 0.0312312 | Time: 2584.02 ms
[2021-01-22 03:42:09 main:574] : INFO : Epoch 1690 | loss: 0.0312352 | val_loss: 0.0312318 | Time: 2529.53 ms
[2021-01-22 03:42:12 main:574] : INFO : Epoch 1691 | loss: 0.0312357 | val_loss: 0.0312319 | Time: 2549.17 ms
[2021-01-22 03:42:14 main:574] : INFO : Epoch 1692 | loss: 0.0312353 | val_loss: 0.0312316 | Time: 2484.44 ms
[2021-01-22 03:42:17 main:574] : INFO : Epoch 1693 | loss: 0.0312352 | val_loss: 0.0312317 | Time: 2646.34 ms
[2021-01-22 03:42:20 main:574] : INFO : Epoch 1694 | loss: 0.0312356 | val_loss: 0.031232 | Time: 2469.82 ms
[2021-01-22 03:42:22 main:574] : INFO : Epoch 1695 | loss: 0.0312352 | val_loss: 0.0312314 | Time: 2465.43 ms
[2021-01-22 03:42:25 main:574] : INFO : Epoch 1696 | loss: 0.0312354 | val_loss: 0.0312318 | Time: 2445.2 ms
[2021-01-22 03:42:27 main:574] : INFO : Epoch 1697 | loss: 0.031235 | val_loss: 0.031233 | Time: 2538.3 ms
[2021-01-22 03:42:30 main:574] : INFO : Epoch 1698 | loss: 0.0312361 | val_loss: 0.0312317 | Time: 2618.06 ms
[2021-01-22 03:42:33 main:574] : INFO : Epoch 1699 | loss: 0.0312356 | val_loss: 0.031232 | Time: 2560.41 ms
[2021-01-22 03:42:35 main:574] : INFO : Epoch 1700 | loss: 0.0312354 | val_loss: 0.0312313 | Time: 2509.55 ms
[2021-01-22 03:42:38 main:574] : INFO : Epoch 1701 | loss: 0.0312363 | val_loss: 0.0312321 | Time: 2537.13 ms
[2021-01-22 03:42:40 main:574] : INFO : Epoch 1702 | loss: 0.0312356 | val_loss: 0.0312321 | Time: 2514.5 ms
[2021-01-22 03:42:43 main:574] : INFO : Epoch 1703 | loss: 0.0312354 | val_loss: 0.0312316 | Time: 2596.19 ms
[2021-01-22 03:42:45 main:574] : INFO : Epoch 1704 | loss: 0.0312379 | val_loss: 0.0312348 | Time: 2466.48 ms
[2021-01-22 03:42:48 main:574] : INFO : Epoch 1705 | loss: 0.0312372 | val_loss: 0.0312322 | Time: 2554.17 ms
[2021-01-22 03:42:51 main:574] : INFO : Epoch 1706 | loss: 0.0312367 | val_loss: 0.0312331 | Time: 2548.01 ms
[2021-01-22 03:42:53 main:574] : INFO : Epoch 1707 | loss: 0.0312365 | val_loss: 0.0312335 | Time: 2556.99 ms
[2021-01-22 03:42:56 main:574] : INFO : Epoch 1708 | loss: 0.0312362 | val_loss: 0.0312328 | Time: 2646.37 ms
[2021-01-22 03:42:59 main:574] : INFO : Epoch 1709 | loss: 0.0312365 | val_loss: 0.0312315 | Time: 2540.14 ms
[2021-01-22 03:43:01 main:574] : INFO : Epoch 1710 | loss: 0.0312359 | val_loss: 0.0312329 | Time: 2616.63 ms
[2021-01-22 03:43:04 main:574] : INFO : Epoch 1711 | loss: 0.0312356 | val_loss: 0.0312327 | Time: 2539.16 ms
[2021-01-22 03:43:06 main:574] : INFO : Epoch 1712 | loss: 0.0312383 | val_loss: 0.0312345 | Time: 2469 ms
[2021-01-22 03:43:09 main:574] : INFO : Epoch 1713 | loss: 0.0312374 | val_loss: 0.0312318 | Time: 2612.68 ms
[2021-01-22 03:43:12 main:574] : INFO : Epoch 1714 | loss: 0.0312359 | val_loss: 0.031232 | Time: 2374.24 ms
[2021-01-22 03:43:14 main:574] : INFO : Epoch 1715 | loss: 0.031236 | val_loss: 0.0312351 | Time: 2627.09 ms
[2021-01-22 03:43:17 main:574] : INFO : Epoch 1716 | loss: 0.031237 | val_loss: 0.031236 | Time: 2654.55 ms
[2021-01-22 03:43:20 main:574] : INFO : Epoch 1717 | loss: 0.0312373 | val_loss: 0.0312327 | Time: 2434.45 ms
[2021-01-22 03:43:22 main:574] : INFO : Epoch 1718 | loss: 0.0312352 | val_loss: 0.0312318 | Time: 2520.83 ms
[2021-01-22 03:43:25 main:574] : INFO : Epoch 1719 | loss: 0.031235 | val_loss: 0.0312336 | Time: 2456.49 ms
[2021-01-22 03:43:27 main:574] : INFO : Epoch 1720 | loss: 0.031236 | val_loss: 0.0312329 | Time: 2566.15 ms
[2021-01-22 03:43:30 main:574] : INFO : Epoch 1721 | loss: 0.0312359 | val_loss: 0.0312314 | Time: 2525.3 ms
[2021-01-22 03:43:33 main:574] : INFO : Epoch 1722 | loss: 0.0312357 | val_loss: 0.0312334 | Time: 2733.77 ms
[2021-01-22 03:43:35 main:574] : INFO : Epoch 1723 | loss: 0.0312359 | val_loss: 0.0312347 | Time: 2540.42 ms
[2021-01-22 03:43:38 main:574] : INFO : Epoch 1724 | loss: 0.0312356 | val_loss: 0.0312315 | Time: 2474.78 ms
[2021-01-22 03:43:40 main:574] : INFO : Epoch 1725 | loss: 0.0312361 | val_loss: 0.0312313 | Time: 2553.41 ms
[2021-01-22 03:43:43 main:574] : INFO : Epoch 1726 | loss: 0.0312369 | val_loss: 0.031232 | Time: 2477.45 ms
[2021-01-22 03:43:46 main:574] : INFO : Epoch 1727 | loss: 0.0312355 | val_loss: 0.0312319 | Time: 2608.83 ms
[2021-01-22 03:43:48 main:574] : INFO : Epoch 1728 | loss: 0.0312351 | val_loss: 0.0312324 | Time: 2558.42 ms
[2021-01-22 03:43:51 main:574] : INFO : Epoch 1729 | loss: 0.0312361 | val_loss: 0.0312348 | Time: 2611.96 ms
[2021-01-22 03:43:54 main:574] : INFO : Epoch 1730 | loss: 0.0312365 | val_loss: 0.0312344 | Time: 2494.28 ms
[2021-01-22 03:43:56 main:574] : INFO : Epoch 1731 | loss: 0.0312355 | val_loss: 0.0312331 | Time: 2633.46 ms
[2021-01-22 03:43:59 main:574] : INFO : Epoch 1732 | loss: 0.0312354 | val_loss: 0.0312333 | Time: 2399.01 ms
[2021-01-22 03:44:01 main:574] : INFO : Epoch 1733 | loss: 0.0312362 | val_loss: 0.0312329 | Time: 2506.16 ms
[2021-01-22 03:44:04 main:574] : INFO : Epoch 1734 | loss: 0.0312356 | val_loss: 0.0312318 | Time: 2708.6 ms
[2021-01-22 03:44:06 main:574] : INFO : Epoch 1735 | loss: 0.0312352 | val_loss: 0.0312318 | Time: 2474.11 ms
[2021-01-22 03:44:09 main:574] : INFO : Epoch 1736 | loss: 0.0312356 | val_loss: 0.0312323 | Time: 2514.65 ms
[2021-01-22 03:44:12 main:574] : INFO : Epoch 1737 | loss: 0.0312378 | val_loss: 0.0312358 | Time: 2518.34 ms
[2021-01-22 03:44:14 main:574] : INFO : Epoch 1738 | loss: 0.031238 | val_loss: 0.0312321 | Time: 2536.74 ms
[2021-01-22 03:44:17 main:574] : INFO : Epoch 1739 | loss: 0.031237 | val_loss: 0.0312318 | Time: 2557.42 ms
[2021-01-22 03:44:19 main:574] : INFO : Epoch 1740 | loss: 0.031236 | val_loss: 0.0312345 | Time: 2577.33 ms
[2021-01-22 03:44:22 main:574] : INFO : Epoch 1741 | loss: 0.0312367 | val_loss: 0.031233 | Time: 2559.51 ms
[2021-01-22 03:44:25 main:574] : INFO : Epoch 1742 | loss: 0.0312357 | val_loss: 0.031233 | Time: 2533.24 ms
[2021-01-22 03:44:27 main:574] : INFO : Epoch 1743 | loss: 0.031236 | val_loss: 0.0312327 | Time: 2521.28 ms
[2021-01-22 03:44:30 main:574] : INFO : Epoch 1744 | loss: 0.0312355 | val_loss: 0.0312317 | Time: 2600.71 ms
[2021-01-22 03:44:32 main:574] : INFO : Epoch 1745 | loss: 0.0312351 | val_loss: 0.031232 | Time: 2402.04 ms
[2021-01-22 03:44:35 main:574] : INFO : Epoch 1746 | loss: 0.0312358 | val_loss: 0.0312348 | Time: 2601.34 ms
[2021-01-22 03:44:37 main:574] : INFO : Epoch 1747 | loss: 0.0312366 | val_loss: 0.0312327 | Time: 2488.15 ms
[2021-01-22 03:44:40 main:574] : INFO : Epoch 1748 | loss: 0.0312362 | val_loss: 0.0312329 | Time: 2614.19 ms
[2021-01-22 03:44:43 main:574] : INFO : Epoch 1749 | loss: 0.0312372 | val_loss: 0.0312346 | Time: 2503.59 ms
[2021-01-22 03:44:45 main:574] : INFO : Epoch 1750 | loss: 0.031236 | val_loss: 0.0312355 | Time: 2470.61 ms
[2021-01-22 03:44:48 main:574] : INFO : Epoch 1751 | loss: 0.0312362 | val_loss: 0.0312383 | Time: 2434.17 ms
[2021-01-22 03:44:50 main:574] : INFO : Epoch 1752 | loss: 0.0312383 | val_loss: 0.0312325 | Time: 2462.69 ms
[2021-01-22 03:44:53 main:574] : INFO : Epoch 1753 | loss: 0.0312363 | val_loss: 0.0312317 | Time: 2639.34 ms
[2021-01-22 03:44:56 main:574] : INFO : Epoch 1754 | loss: 0.0312357 | val_loss: 0.0312319 | Time: 2451.17 ms
[2021-01-22 03:44:58 main:574] : INFO : Epoch 1755 | loss: 0.0312356 | val_loss: 0.0312319 | Time: 2480.83 ms
[2021-01-22 03:45:01 main:574] : INFO : Epoch 1756 | loss: 0.0312359 | val_loss: 0.0312323 | Time: 2458.72 ms
[2021-01-22 03:45:03 main:574] : INFO : Epoch 1757 | loss: 0.0312355 | val_loss: 0.031232 | Time: 2562.65 ms
[2021-01-22 03:45:06 main:574] : INFO : Epoch 1758 | loss: 0.0312355 | val_loss: 0.0312315 | Time: 2511.27 ms
[2021-01-22 03:45:08 main:574] : INFO : Epoch 1759 | loss: 0.0312355 | val_loss: 0.0312323 | Time: 2590.17 ms
[2021-01-22 03:45:11 main:574] : INFO : Epoch 1760 | loss: 0.0312362 | val_loss: 0.0312316 | Time: 2591.48 ms
[2021-01-22 03:45:14 main:574] : INFO : Epoch 1761 | loss: 0.0312373 | val_loss: 0.0312324 | Time: 2525.5 ms
[2021-01-22 03:45:17 main:574] : INFO : Epoch 1762 | loss: 0.0312364 | val_loss: 0.0312314 | Time: 2550.17 ms
[2021-01-22 03:45:19 main:574] : INFO : Epoch 1763 | loss: 0.0312357 | val_loss: 0.0312322 | Time: 2631.95 ms
[2021-01-22 03:45:22 main:574] : INFO : Epoch 1764 | loss: 0.0312361 | val_loss: 0.0312316 | Time: 2557.26 ms
[2021-01-22 03:45:24 main:574] : INFO : Epoch 1765 | loss: 0.0312359 | val_loss: 0.0312334 | Time: 2585.5 ms
[2021-01-22 03:45:27 main:574] : INFO : Epoch 1766 | loss: 0.0312358 | val_loss: 0.0312323 | Time: 2581.22 ms
[2021-01-22 03:45:30 main:574] : INFO : Epoch 1767 | loss: 0.0312358 | val_loss: 0.0312321 | Time: 2571.1 ms
[2021-01-22 03:45:32 main:574] : INFO : Epoch 1768 | loss: 0.031236 | val_loss: 0.0312311 | Time: 2508.27 ms
[2021-01-22 03:45:35 main:574] : INFO : Epoch 1769 | loss: 0.0312366 | val_loss: 0.0312317 | Time: 2422.04 ms
[2021-01-22 03:45:37 main:574] : INFO : Epoch 1770 | loss: 0.0312366 | val_loss: 0.0312337 | Time: 2574.45 ms
[2021-01-22 03:45:40 main:574] : INFO : Epoch 1771 | loss: 0.0312358 | val_loss: 0.0312323 | Time: 2556.62 ms
[2021-01-22 03:45:43 main:574] : INFO : Epoch 1772 | loss: 0.0312357 | val_loss: 0.0312321 | Time: 2598.78 ms
[2021-01-22 03:45:45 main:574] : INFO : Epoch 1773 | loss: 0.0312352 | val_loss: 0.0312318 | Time: 2518.63 ms
[2021-01-22 03:45:48 main:574] : INFO : Epoch 1774 | loss: 0.0312353 | val_loss: 0.0312326 | Time: 2630.1 ms
[2021-01-22 03:45:51 main:574] : INFO : Epoch 1775 | loss: 0.0312354 | val_loss: 0.0312316 | Time: 2538.02 ms
[2021-01-22 03:45:53 main:574] : INFO : Epoch 1776 | loss: 0.0312355 | val_loss: 0.0312341 | Time: 2540.15 ms
[2021-01-22 03:45:56 main:574] : INFO : Epoch 1777 | loss: 0.0312374 | val_loss: 0.0312342 | Time: 2554.23 ms
[2021-01-22 03:45:58 main:574] : INFO : Epoch 1778 | loss: 0.0312359 | val_loss: 0.0312317 | Time: 2559.5 ms
[2021-01-22 03:46:01 main:574] : INFO : Epoch 1779 | loss: 0.0312355 | val_loss: 0.0312315 | Time: 2574.7 ms
[2021-01-22 03:46:04 main:574] : INFO : Epoch 1780 | loss: 0.0312365 | val_loss: 0.0312316 | Time: 2482.61 ms
[2021-01-22 03:46:06 main:574] : INFO : Epoch 1781 | loss: 0.0312356 | val_loss: 0.0312339 | Time: 2592.67 ms
[2021-01-22 03:46:09 main:574] : INFO : Epoch 1782 | loss: 0.0312368 | val_loss: 0.0312318 | Time: 2550.59 ms
[2021-01-22 03:46:12 main:574] : INFO : Epoch 1783 | loss: 0.0312362 | val_loss: 0.0312335 | Time: 2621.11 ms
[2021-01-22 03:46:14 main:574] : INFO : Epoch 1784 | loss: 0.0312368 | val_loss: 0.0312321 | Time: 2558.55 ms
[2021-01-22 03:46:17 main:574] : INFO : Epoch 1785 | loss: 0.0312364 | val_loss: 0.031232 | Time: 2611.79 ms
[2021-01-22 03:46:19 main:574] : INFO : Epoch 1786 | loss: 0.0312358 | val_loss: 0.0312322 | Time: 2474.6 ms
[2021-01-22 03:46:22 main:574] : INFO : Epoch 1787 | loss: 0.0312376 | val_loss: 0.031235 | Time: 2541.5 ms
[2021-01-22 03:46:25 main:574] : INFO : Epoch 1788 | loss: 0.031236 | val_loss: 0.0312329 | Time: 2492.13 ms
[2021-01-22 03:46:27 main:574] : INFO : Epoch 1789 | loss: 0.0312367 | val_loss: 0.0312321 | Time: 2480.52 ms
[2021-01-22 03:46:30 main:574] : INFO : Epoch 1790 | loss: 0.0312353 | val_loss: 0.0312318 | Time: 2503.38 ms
[2021-01-22 03:46:32 main:574] : INFO : Epoch 1791 | loss: 0.0312352 | val_loss: 0.0312325 | Time: 2490.15 ms
[2021-01-22 03:46:35 main:574] : INFO : Epoch 1792 | loss: 0.0312364 | val_loss: 0.0312326 | Time: 2655.62 ms
[2021-01-22 03:46:38 main:574] : INFO : Epoch 1793 | loss: 0.031237 | val_loss: 0.031234 | Time: 2617.73 ms
[2021-01-22 03:46:40 main:574] : INFO : Epoch 1794 | loss: 0.0312359 | val_loss: 0.0312313 | Time: 2601.06 ms
[2021-01-22 03:46:43 main:574] : INFO : Epoch 1795 | loss: 0.0312354 | val_loss: 0.0312318 | Time: 2444.92 ms
[2021-01-22 03:46:45 main:574] : INFO : Epoch 1796 | loss: 0.0312356 | val_loss: 0.0312316 | Time: 2506.88 ms
[2021-01-22 03:46:48 main:574] : INFO : Epoch 1797 | loss: 0.0312382 | val_loss: 0.0312353 | Time: 2580.48 ms
[2021-01-22 03:46:51 main:574] : INFO : Epoch 1798 | loss: 0.0312356 | val_loss: 0.0312315 | Time: 2530.12 ms
[2021-01-22 03:46:53 main:574] : INFO : Epoch 1799 | loss: 0.0312352 | val_loss: 0.0312315 | Time: 2562.38 ms
[2021-01-22 03:46:56 main:574] : INFO : Epoch 1800 | loss: 0.0312355 | val_loss: 0.0312345 | Time: 2466.21 ms
[2021-01-22 03:46:58 main:574] : INFO : Epoch 1801 | loss: 0.0312375 | val_loss: 0.0312352 | Time: 2392.8 ms
[2021-01-22 03:47:01 main:574] : INFO : Epoch 1802 | loss: 0.0312365 | val_loss: 0.0312347 | Time: 2491.51 ms
[2021-01-22 03:47:03 main:574] : INFO : Epoch 1803 | loss: 0.0312389 | val_loss: 0.0312328 | Time: 2501.38 ms
[2021-01-22 03:47:06 main:574] : INFO : Epoch 1804 | loss: 0.0312359 | val_loss: 0.0312322 | Time: 2606.59 ms
[2021-01-22 03:47:09 main:574] : INFO : Epoch 1805 | loss: 0.0312359 | val_loss: 0.0312344 | Time: 2459.17 ms
[2021-01-22 03:47:11 main:574] : INFO : Epoch 1806 | loss: 0.0312367 | val_loss: 0.0312325 | Time: 2425.46 ms
[2021-01-22 03:47:14 main:574] : INFO : Epoch 1807 | loss: 0.0312377 | val_loss: 0.0312323 | Time: 2546.01 ms
[2021-01-22 03:47:16 main:574] : INFO : Epoch 1808 | loss: 0.0312356 | val_loss: 0.0312329 | Time: 2648.57 ms
[2021-01-22 03:47:19 main:574] : INFO : Epoch 1809 | loss: 0.0312369 | val_loss: 0.0312329 | Time: 2554.18 ms
[2021-01-22 03:47:22 main:574] : INFO : Epoch 1810 | loss: 0.0312366 | val_loss: 0.0312314 | Time: 2482.99 ms
[2021-01-22 03:47:24 main:574] : INFO : Epoch 1811 | loss: 0.0312361 | val_loss: 0.0312327 | Time: 2506.01 ms
[2021-01-22 03:47:27 main:574] : INFO : Epoch 1812 | loss: 0.0312358 | val_loss: 0.0312312 | Time: 2525.38 ms
[2021-01-22 03:47:29 main:574] : INFO : Epoch 1813 | loss: 0.0312361 | val_loss: 0.0312332 | Time: 2596.3 ms
[2021-01-22 03:47:32 main:574] : INFO : Epoch 1814 | loss: 0.0312359 | val_loss: 0.031232 | Time: 2586.99 ms
[2021-01-22 03:47:35 main:574] : INFO : Epoch 1815 | loss: 0.031236 | val_loss: 0.0312333 | Time: 2584.3 ms
[2021-01-22 03:47:37 main:574] : INFO : Epoch 1816 | loss: 0.0312355 | val_loss: 0.0312318 | Time: 2579.71 ms
[2021-01-22 03:47:40 main:574] : INFO : Epoch 1817 | loss: 0.0312353 | val_loss: 0.031232 | Time: 2424.75 ms
[2021-01-22 03:47:43 main:574] : INFO : Epoch 1818 | loss: 0.0312358 | val_loss: 0.0312321 | Time: 2472.99 ms
[2021-01-22 03:47:45 main:574] : INFO : Epoch 1819 | loss: 0.0312361 | val_loss: 0.031232 | Time: 2479.6 ms
[2021-01-22 03:47:48 main:574] : INFO : Epoch 1820 | loss: 0.0312352 | val_loss: 0.0312311 | Time: 2574.32 ms
[2021-01-22 03:47:51 main:574] : INFO : Epoch 1821 | loss: 0.0312362 | val_loss: 0.0312325 | Time: 2688.4 ms
[2021-01-22 03:47:53 main:574] : INFO : Epoch 1822 | loss: 0.0312357 | val_loss: 0.0312324 | Time: 2406.86 ms
[2021-01-22 03:47:56 main:574] : INFO : Epoch 1823 | loss: 0.0312355 | val_loss: 0.0312319 | Time: 2546.82 ms
[2021-01-22 03:47:58 main:574] : INFO : Epoch 1824 | loss: 0.0312362 | val_loss: 0.0312319 | Time: 2675.84 ms
[2021-01-22 03:48:01 main:574] : INFO : Epoch 1825 | loss: 0.0312368 | val_loss: 0.0312336 | Time: 2533.52 ms
[2021-01-22 03:48:04 main:574] : INFO : Epoch 1826 | loss: 0.0312356 | val_loss: 0.0312321 | Time: 2563.24 ms
[2021-01-22 03:48:06 main:574] : INFO : Epoch 1827 | loss: 0.0312358 | val_loss: 0.0312343 | Time: 2574.62 ms
[2021-01-22 03:48:09 main:574] : INFO : Epoch 1828 | loss: 0.0312365 | val_loss: 0.0312317 | Time: 2547.18 ms
[2021-01-22 03:48:12 main:574] : INFO : Epoch 1829 | loss: 0.0312367 | val_loss: 0.0312334 | Time: 2605.09 ms
[2021-01-22 03:48:14 main:574] : INFO : Epoch 1830 | loss: 0.0312373 | val_loss: 0.0312319 | Time: 2565.01 ms
[2021-01-22 03:48:17 main:574] : INFO : Epoch 1831 | loss: 0.0312355 | val_loss: 0.0312316 | Time: 2658.27 ms
[2021-01-22 03:48:20 main:574] : INFO : Epoch 1832 | loss: 0.0312353 | val_loss: 0.0312316 | Time: 2596.53 ms
[2021-01-22 03:48:22 main:574] : INFO : Epoch 1833 | loss: 0.031235 | val_loss: 0.0312316 | Time: 2634.05 ms
[2021-01-22 03:48:25 main:574] : INFO : Epoch 1834 | loss: 0.0312359 | val_loss: 0.0312322 | Time: 2706.81 ms
[2021-01-22 03:48:28 main:574] : INFO : Epoch 1835 | loss: 0.0312362 | val_loss: 0.0312329 | Time: 2603.54 ms
[2021-01-22 03:48:30 main:574] : INFO : Epoch 1836 | loss: 0.0312358 | val_loss: 0.0312327 | Time: 2513.62 ms
[2021-01-22 03:48:33 main:574] : INFO : Epoch 1837 | loss: 0.0312372 | val_loss: 0.0312326 | Time: 2650.9 ms
[2021-01-22 03:48:36 main:574] : INFO : Epoch 1838 | loss: 0.0312377 | val_loss: 0.0312357 | Time: 2479.5 ms
[2021-01-22 03:48:38 main:574] : INFO : Epoch 1839 | loss: 0.0312367 | val_loss: 0.0312316 | Time: 2619.57 ms
[2021-01-22 03:48:41 main:574] : INFO : Epoch 1840 | loss: 0.0312362 | val_loss: 0.0312339 | Time: 2528.59 ms
[2021-01-22 03:48:43 main:574] : INFO : Epoch 1841 | loss: 0.0312386 | val_loss: 0.0312345 | Time: 2586.26 ms
[2021-01-22 03:48:46 main:574] : INFO : Epoch 1842 | loss: 0.0312357 | val_loss: 0.0312331 | Time: 2465.12 ms
[2021-01-22 03:48:49 main:574] : INFO : Epoch 1843 | loss: 0.0312361 | val_loss: 0.0312318 | Time: 2587.63 ms
[2021-01-22 03:48:51 main:574] : INFO : Epoch 1844 | loss: 0.0312359 | val_loss: 0.0312342 | Time: 2611.48 ms
[2021-01-22 03:48:54 main:574] : INFO : Epoch 1845 | loss: 0.0312364 | val_loss: 0.0312322 | Time: 2508.39 ms
[2021-01-22 03:48:57 main:574] : INFO : Epoch 1846 | loss: 0.031236 | val_loss: 0.0312326 | Time: 2638.34 ms
[2021-01-22 03:48:59 main:574] : INFO : Epoch 1847 | loss: 0.0312369 | val_loss: 0.0312329 | Time: 2506.92 ms
[2021-01-22 03:49:02 main:574] : INFO : Epoch 1848 | loss: 0.0312357 | val_loss: 0.0312317 | Time: 2436.75 ms
[2021-01-22 03:49:04 main:574] : INFO : Epoch 1849 | loss: 0.0312362 | val_loss: 0.0312348 | Time: 2515.55 ms
[2021-01-22 03:49:07 main:574] : INFO : Epoch 1850 | loss: 0.0312367 | val_loss: 0.0312322 | Time: 2673.93 ms
[2021-01-22 03:49:10 main:574] : INFO : Epoch 1851 | loss: 0.0312358 | val_loss: 0.0312312 | Time: 2586.04 ms
[2021-01-22 03:49:12 main:574] : INFO : Epoch 1852 | loss: 0.0312353 | val_loss: 0.0312317 | Time: 2612.58 ms
[2021-01-22 03:49:15 main:574] : INFO : Epoch 1853 | loss: 0.0312354 | val_loss: 0.0312314 | Time: 2613.76 ms
[2021-01-22 03:49:17 main:574] : INFO : Epoch 1854 | loss: 0.0312364 | val_loss: 0.0312337 | Time: 2454.57 ms
[2021-01-22 03:49:20 main:574] : INFO : Epoch 1855 | loss: 0.031236 | val_loss: 0.0312313 | Time: 2579.37 ms
[2021-01-22 03:49:23 main:574] : INFO : Epoch 1856 | loss: 0.0312366 | val_loss: 0.0312332 | Time: 2493.85 ms
[2021-01-22 03:49:26 main:574] : INFO : Epoch 1857 | loss: 0.0312359 | val_loss: 0.0312314 | Time: 2602.55 ms
[2021-01-22 03:49:28 main:574] : INFO : Epoch 1858 | loss: 0.0312356 | val_loss: 0.0312348 | Time: 2512.55 ms
[2021-01-22 03:49:31 main:574] : INFO : Epoch 1859 | loss: 0.0312357 | val_loss: 0.0312313 | Time: 2505.46 ms
[2021-01-22 03:49:33 main:574] : INFO : Epoch 1860 | loss: 0.0312352 | val_loss: 0.0312317 | Time: 2455.69 ms
[2021-01-22 03:49:36 main:574] : INFO : Epoch 1861 | loss: 0.0312359 | val_loss: 0.031232 | Time: 2552.81 ms
[2021-01-22 03:49:39 main:574] : INFO : Epoch 1862 | loss: 0.0312357 | val_loss: 0.0312326 | Time: 2539.06 ms
[2021-01-22 03:49:41 main:574] : INFO : Epoch 1863 | loss: 0.0312359 | val_loss: 0.0312325 | Time: 2537.14 ms
[2021-01-22 03:49:44 main:574] : INFO : Epoch 1864 | loss: 0.0312352 | val_loss: 0.0312317 | Time: 2697.62 ms
[2021-01-22 03:49:47 main:574] : INFO : Epoch 1865 | loss: 0.0312353 | val_loss: 0.0312317 | Time: 2516.45 ms
[2021-01-22 03:49:49 main:574] : INFO : Epoch 1866 | loss: 0.0312365 | val_loss: 0.0312316 | Time: 2551.8 ms
[2021-01-22 03:49:52 main:574] : INFO : Epoch 1867 | loss: 0.0312359 | val_loss: 0.0312322 | Time: 2649.32 ms
[2021-01-22 03:49:54 main:574] : INFO : Epoch 1868 | loss: 0.0312363 | val_loss: 0.0312325 | Time: 2538.52 ms
[2021-01-22 03:49:57 main:574] : INFO : Epoch 1869 | loss: 0.0312356 | val_loss: 0.0312334 | Time: 2553.3 ms
[2021-01-22 03:50:00 main:574] : INFO : Epoch 1870 | loss: 0.031236 | val_loss: 0.0312322 | Time: 2598.24 ms
[2021-01-22 03:50:02 main:574] : INFO : Epoch 1871 | loss: 0.0312359 | val_loss: 0.0312333 | Time: 2524.85 ms
[2021-01-22 03:50:05 main:574] : INFO : Epoch 1872 | loss: 0.0312367 | val_loss: 0.0312323 | Time: 2557.49 ms
[2021-01-22 03:50:07 main:574] : INFO : Epoch 1873 | loss: 0.0312353 | val_loss: 0.0312341 | Time: 2464.75 ms
[2021-01-22 03:50:10 main:574] : INFO : Epoch 1874 | loss: 0.0312357 | val_loss: 0.031232 | Time: 2462.64 ms
[2021-01-22 03:50:13 main:574] : INFO : Epoch 1875 | loss: 0.031236 | val_loss: 0.0312327 | Time: 2616.27 ms
[2021-01-22 03:50:15 main:574] : INFO : Epoch 1876 | loss: 0.0312362 | val_loss: 0.0312314 | Time: 2464.39 ms
[2021-01-22 03:50:18 main:574] : INFO : Epoch 1877 | loss: 0.031236 | val_loss: 0.0312347 | Time: 2433.68 ms
[2021-01-22 03:50:21 main:574] : INFO : Epoch 1878 | loss: 0.0312357 | val_loss: 0.0312336 | Time: 2607.19 ms
[2021-01-22 03:50:23 main:574] : INFO : Epoch 1879 | loss: 0.0312366 | val_loss: 0.0312348 | Time: 2422.14 ms
[2021-01-22 03:50:26 main:574] : INFO : Epoch 1880 | loss: 0.0312367 | val_loss: 0.0312321 | Time: 2499.19 ms
[2021-01-22 03:50:28 main:574] : INFO : Epoch 1881 | loss: 0.0312379 | val_loss: 0.0312347 | Time: 2529.03 ms
[2021-01-22 03:50:31 main:574] : INFO : Epoch 1882 | loss: 0.031237 | val_loss: 0.0312325 | Time: 2554.76 ms
[2021-01-22 03:50:33 main:574] : INFO : Epoch 1883 | loss: 0.031235 | val_loss: 0.031232 | Time: 2458.1 ms
[2021-01-22 03:50:36 main:574] : INFO : Epoch 1884 | loss: 0.0312372 | val_loss: 0.0312336 | Time: 2653.21 ms
[2021-01-22 03:50:39 main:574] : INFO : Epoch 1885 | loss: 0.0312361 | val_loss: 0.031234 | Time: 2443.68 ms
[2021-01-22 03:50:41 main:574] : INFO : Epoch 1886 | loss: 0.031237 | val_loss: 0.0312323 | Time: 2595.05 ms
[2021-01-22 03:50:44 main:574] : INFO : Epoch 1887 | loss: 0.0312362 | val_loss: 0.0312335 | Time: 2557.57 ms
[2021-01-22 03:50:47 main:574] : INFO : Epoch 1888 | loss: 0.0312356 | val_loss: 0.0312325 | Time: 2620.93 ms
[2021-01-22 03:50:49 main:574] : INFO : Epoch 1889 | loss: 0.031236 | val_loss: 0.0312316 | Time: 2544.28 ms
[2021-01-22 03:50:52 main:574] : INFO : Epoch 1890 | loss: 0.0312356 | val_loss: 0.0312335 | Time: 2504.17 ms
[2021-01-22 03:50:54 main:574] : INFO : Epoch 1891 | loss: 0.0312359 | val_loss: 0.0312337 | Time: 2455.88 ms
[2021-01-22 03:50:57 main:574] : INFO : Epoch 1892 | loss: 0.0312359 | val_loss: 0.0312322 | Time: 2582.61 ms
[2021-01-22 03:51:00 main:574] : INFO : Epoch 1893 | loss: 0.0312363 | val_loss: 0.0312324 | Time: 2546.89 ms
[2021-01-22 03:51:02 main:574] : INFO : Epoch 1894 | loss: 0.0312358 | val_loss: 0.031232 | Time: 2554.36 ms
[2021-01-22 03:51:05 main:574] : INFO : Epoch 1895 | loss: 0.0312355 | val_loss: 0.0312314 | Time: 2586.84 ms
[2021-01-22 03:51:08 main:574] : INFO : Epoch 1896 | loss: 0.0312357 | val_loss: 0.0312314 | Time: 2535.19 ms
[2021-01-22 03:51:10 main:574] : INFO : Epoch 1897 | loss: 0.031236 | val_loss: 0.0312332 | Time: 2656.88 ms
[2021-01-22 03:51:13 main:574] : INFO : Epoch 1898 | loss: 0.0312365 | val_loss: 0.0312321 | Time: 2514.54 ms
[2021-01-22 03:51:16 main:574] : INFO : Epoch 1899 | loss: 0.0312355 | val_loss: 0.0312313 | Time: 2525.41 ms
[2021-01-22 03:51:18 main:574] : INFO : Epoch 1900 | loss: 0.0312353 | val_loss: 0.0312328 | Time: 2613.11 ms
[2021-01-22 03:51:21 main:574] : INFO : Epoch 1901 | loss: 0.0312358 | val_loss: 0.0312313 | Time: 2602.57 ms
[2021-01-22 03:51:23 main:574] : INFO : Epoch 1902 | loss: 0.0312364 | val_loss: 0.0312315 | Time: 2542.75 ms
[2021-01-22 03:51:26 main:574] : INFO : Epoch 1903 | loss: 0.0312357 | val_loss: 0.0312312 | Time: 2479.56 ms
[2021-01-22 03:51:29 main:574] : INFO : Epoch 1904 | loss: 0.0312361 | val_loss: 0.031233 | Time: 2561.13 ms
[2021-01-22 03:51:31 main:574] : INFO : Epoch 1905 | loss: 0.0312359 | val_loss: 0.0312313 | Time: 2444.32 ms
[2021-01-22 03:51:34 main:574] : INFO : Epoch 1906 | loss: 0.0312351 | val_loss: 0.0312324 | Time: 2716.96 ms
[2021-01-22 03:51:37 main:574] : INFO : Epoch 1907 | loss: 0.0312355 | val_loss: 0.0312312 | Time: 2703.66 ms
[2021-01-22 03:51:39 main:574] : INFO : Epoch 1908 | loss: 0.0312351 | val_loss: 0.0312313 | Time: 2601.98 ms
[2021-01-22 03:51:42 main:574] : INFO : Epoch 1909 | loss: 0.0312367 | val_loss: 0.0312331 | Time: 2603.75 ms
[2021-01-22 03:51:45 main:574] : INFO : Epoch 1910 | loss: 0.0312378 | val_loss: 0.0312323 | Time: 2616.22 ms
[2021-01-22 03:51:47 main:574] : INFO : Epoch 1911 | loss: 0.0312355 | val_loss: 0.031235 | Time: 2615.14 ms
[2021-01-22 03:51:50 main:574] : INFO : Epoch 1912 | loss: 0.0312364 | val_loss: 0.0312318 | Time: 2537.4 ms
[2021-01-22 03:51:53 main:574] : INFO : Epoch 1913 | loss: 0.0312355 | val_loss: 0.0312326 | Time: 2505.95 ms
[2021-01-22 03:51:55 main:574] : INFO : Epoch 1914 | loss: 0.0312357 | val_loss: 0.0312316 | Time: 2497.67 ms
[2021-01-22 03:51:58 main:574] : INFO : Epoch 1915 | loss: 0.0312355 | val_loss: 0.0312315 | Time: 2713.09 ms
[2021-01-22 03:52:00 main:574] : INFO : Epoch 1916 | loss: 0.0312367 | val_loss: 0.0312331 | Time: 2545.65 ms
[2021-01-22 03:52:03 main:574] : INFO : Epoch 1917 | loss: 0.0312372 | val_loss: 0.0312356 | Time: 2499.33 ms
[2021-01-22 03:52:06 main:574] : INFO : Epoch 1918 | loss: 0.0312381 | val_loss: 0.031236 | Time: 2559.25 ms
[2021-01-22 03:52:08 main:574] : INFO : Epoch 1919 | loss: 0.0312362 | val_loss: 0.0312318 | Time: 2560.15 ms
[2021-01-22 03:52:11 main:574] : INFO : Epoch 1920 | loss: 0.0312356 | val_loss: 0.0312321 | Time: 2560.61 ms
[2021-01-22 03:52:14 main:574] : INFO : Epoch 1921 | loss: 0.0312357 | val_loss: 0.0312318 | Time: 2601.43 ms
[2021-01-22 03:52:16 main:574] : INFO : Epoch 1922 | loss: 0.031236 | val_loss: 0.0312332 | Time: 2473.89 ms
[2021-01-22 03:52:19 main:574] : INFO : Epoch 1923 | loss: 0.0312363 | val_loss: 0.0312329 | Time: 2592.28 ms
[2021-01-22 03:52:21 main:574] : INFO : Epoch 1924 | loss: 0.0312375 | val_loss: 0.0312355 | Time: 2560.04 ms
[2021-01-22 03:52:24 main:574] : INFO : Epoch 1925 | loss: 0.0312366 | val_loss: 0.0312319 | Time: 2684.66 ms
[2021-01-22 03:52:27 main:574] : INFO : Epoch 1926 | loss: 0.0312361 | val_loss: 0.0312332 | Time: 2561.05 ms
[2021-01-22 03:52:29 main:574] : INFO : Epoch 1927 | loss: 0.0312364 | val_loss: 0.0312334 | Time: 2589.71 ms
[2021-01-22 03:52:32 main:574] : INFO : Epoch 1928 | loss: 0.0312358 | val_loss: 0.0312338 | Time: 2516.56 ms
[2021-01-22 03:52:34 main:574] : INFO : Epoch 1929 | loss: 0.0312363 | val_loss: 0.031232 | Time: 2453.41 ms
[2021-01-22 03:52:37 main:574] : INFO : Epoch 1930 | loss: 0.0312366 | val_loss: 0.0312326 | Time: 2477.55 ms
[2021-01-22 03:52:40 main:574] : INFO : Epoch 1931 | loss: 0.0312364 | val_loss: 0.0312331 | Time: 2608.9 ms
[2021-01-22 03:52:42 main:574] : INFO : Epoch 1932 | loss: 0.0312375 | val_loss: 0.0312357 | Time: 2575.11 ms
[2021-01-22 03:52:45 main:574] : INFO : Epoch 1933 | loss: 0.0312359 | val_loss: 0.0312348 | Time: 2576.57 ms
[2021-01-22 03:52:47 main:574] : INFO : Epoch 1934 | loss: 0.0312387 | val_loss: 0.0312321 | Time: 2486.86 ms
[2021-01-22 03:52:50 main:574] : INFO : Epoch 1935 | loss: 0.0312363 | val_loss: 0.031235 | Time: 2485.14 ms
[2021-01-22 03:52:52 main:574] : INFO : Epoch 1936 | loss: 0.031236 | val_loss: 0.0312321 | Time: 2511.07 ms
[2021-01-22 03:52:55 main:574] : INFO : Epoch 1937 | loss: 0.0312357 | val_loss: 0.0312321 | Time: 2624.35 ms
[2021-01-22 03:52:58 main:574] : INFO : Epoch 1938 | loss: 0.0312357 | val_loss: 0.0312327 | Time: 2551.92 ms
[2021-01-22 03:53:00 main:574] : INFO : Epoch 1939 | loss: 0.0312367 | val_loss: 0.0312384 | Time: 2569.01 ms
[2021-01-22 03:53:03 main:574] : INFO : Epoch 1940 | loss: 0.0312365 | val_loss: 0.031232 | Time: 2502.01 ms
[2021-01-22 03:53:05 main:574] : INFO : Epoch 1941 | loss: 0.0312359 | val_loss: 0.0312311 | Time: 2621.18 ms
[2021-01-22 03:53:08 main:574] : INFO : Epoch 1942 | loss: 0.0312352 | val_loss: 0.0312319 | Time: 2589.58 ms
[2021-01-22 03:53:11 main:574] : INFO : Epoch 1943 | loss: 0.0312355 | val_loss: 0.0312327 | Time: 2568.73 ms
[2021-01-22 03:53:13 main:574] : INFO : Epoch 1944 | loss: 0.0312353 | val_loss: 0.031232 | Time: 2578.27 ms
[2021-01-22 03:53:16 main:574] : INFO : Epoch 1945 | loss: 0.0312355 | val_loss: 0.0312316 | Time: 2595.71 ms
[2021-01-22 03:53:19 main:574] : INFO : Epoch 1946 | loss: 0.031236 | val_loss: 0.0312318 | Time: 2479.28 ms
[2021-01-22 03:53:21 main:574] : INFO : Epoch 1947 | loss: 0.0312359 | val_loss: 0.0312312 | Time: 2583.37 ms
[2021-01-22 03:53:24 main:574] : INFO : Epoch 1948 | loss: 0.031236 | val_loss: 0.0312364 | Time: 2605.78 ms
[2021-01-22 03:53:26 main:574] : INFO : Epoch 1949 | loss: 0.0312367 | val_loss: 0.0312317 | Time: 2546.4 ms
[2021-01-22 03:53:29 main:574] : INFO : Epoch 1950 | loss: 0.0312361 | val_loss: 0.031232 | Time: 2530.98 ms
[2021-01-22 03:53:32 main:574] : INFO : Epoch 1951 | loss: 0.0312357 | val_loss: 0.031233 | Time: 2518.29 ms
[2021-01-22 03:53:34 main:574] : INFO : Epoch 1952 | loss: 0.0312366 | val_loss: 0.0312324 | Time: 2614.56 ms
[2021-01-22 03:53:37 main:574] : INFO : Epoch 1953 | loss: 0.0312373 | val_loss: 0.031234 | Time: 2580.61 ms
[2021-01-22 03:53:39 main:574] : INFO : Epoch 1954 | loss: 0.0312354 | val_loss: 0.0312329 | Time: 2413.39 ms
[2021-01-22 03:53:42 main:574] : INFO : Epoch 1955 | loss: 0.0312374 | val_loss: 0.0312344 | Time: 2662.35 ms
[2021-01-22 03:53:45 main:574] : INFO : Epoch 1956 | loss: 0.031237 | val_loss: 0.0312332 | Time: 2577.55 ms
[2021-01-22 03:53:47 main:574] : INFO : Epoch 1957 | loss: 0.0312355 | val_loss: 0.0312318 | Time: 2552.01 ms
[2021-01-22 03:53:50 main:574] : INFO : Epoch 1958 | loss: 0.0312365 | val_loss: 0.031231 | Time: 2573.63 ms
[2021-01-22 03:53:53 main:574] : INFO : Epoch 1959 | loss: 0.0312356 | val_loss: 0.0312327 | Time: 2655.87 ms
[2021-01-22 03:53:55 main:574] : INFO : Epoch 1960 | loss: 0.0312366 | val_loss: 0.031236 | Time: 2497.92 ms
[2021-01-22 03:53:58 main:574] : INFO : Epoch 1961 | loss: 0.0312378 | val_loss: 0.0312318 | Time: 2566.13 ms
[2021-01-22 03:54:01 main:574] : INFO : Epoch 1962 | loss: 0.0312359 | val_loss: 0.0312318 | Time: 2566.25 ms
[2021-01-22 03:54:03 main:574] : INFO : Epoch 1963 | loss: 0.0312363 | val_loss: 0.0312312 | Time: 2655.33 ms
[2021-01-22 03:54:06 main:574] : INFO : Epoch 1964 | loss: 0.0312357 | val_loss: 0.031232 | Time: 2546.51 ms
[2021-01-22 03:54:08 main:574] : INFO : Epoch 1965 | loss: 0.0312353 | val_loss: 0.0312325 | Time: 2615.19 ms
[2021-01-22 03:54:11 main:574] : INFO : Epoch 1966 | loss: 0.0312356 | val_loss: 0.0312332 | Time: 2548.15 ms
[2021-01-22 03:54:14 main:574] : INFO : Epoch 1967 | loss: 0.0312354 | val_loss: 0.0312312 | Time: 2623.26 ms
[2021-01-22 03:54:16 main:574] : INFO : Epoch 1968 | loss: 0.0312352 | val_loss: 0.031232 | Time: 2578.94 ms
[2021-01-22 03:54:19 main:574] : INFO : Epoch 1969 | loss: 0.0312361 | val_loss: 0.0312315 | Time: 2522.25 ms
[2021-01-22 03:54:21 main:574] : INFO : Epoch 1970 | loss: 0.0312362 | val_loss: 0.0312341 | Time: 2486.62 ms
[2021-01-22 03:54:24 main:574] : INFO : Epoch 1971 | loss: 0.0312362 | val_loss: 0.031232 | Time: 2579.66 ms
[2021-01-22 03:54:27 main:574] : INFO : Epoch 1972 | loss: 0.0312359 | val_loss: 0.0312329 | Time: 2547.62 ms
[2021-01-22 03:54:29 main:574] : INFO : Epoch 1973 | loss: 0.0312369 | val_loss: 0.0312318 | Time: 2642.43 ms
[2021-01-22 03:54:32 main:574] : INFO : Epoch 1974 | loss: 0.0312356 | val_loss: 0.0312324 | Time: 2564.67 ms
[2021-01-22 03:54:35 main:574] : INFO : Epoch 1975 | loss: 0.031236 | val_loss: 0.0312323 | Time: 2575.5 ms
[2021-01-22 03:54:37 main:574] : INFO : Epoch 1976 | loss: 0.0312356 | val_loss: 0.0312313 | Time: 2517.52 ms
[2021-01-22 03:54:40 main:574] : INFO : Epoch 1977 | loss: 0.031236 | val_loss: 0.0312313 | Time: 2575.23 ms
[2021-01-22 03:54:42 main:574] : INFO : Epoch 1978 | loss: 0.0312354 | val_loss: 0.0312311 | Time: 2445.84 ms
[2021-01-22 03:54:45 main:574] : INFO : Epoch 1979 | loss: 0.0312356 | val_loss: 0.0312319 | Time: 2657.75 ms
[2021-01-22 03:54:48 main:574] : INFO : Epoch 1980 | loss: 0.0312373 | val_loss: 0.0312413 | Time: 2572.18 ms
[2021-01-22 03:54:50 main:574] : INFO : Epoch 1981 | loss: 0.0312394 | val_loss: 0.0312359 | Time: 2424.04 ms
[2021-01-22 03:54:53 main:574] : INFO : Epoch 1982 | loss: 0.0312375 | val_loss: 0.0312356 | Time: 2617.19 ms
[2021-01-22 03:54:56 main:574] : INFO : Epoch 1983 | loss: 0.0312416 | val_loss: 0.031234 | Time: 2716.84 ms
[2021-01-22 03:54:58 main:574] : INFO : Epoch 1984 | loss: 0.0312371 | val_loss: 0.0312325 | Time: 2516.67 ms
[2021-01-22 03:55:01 main:574] : INFO : Epoch 1985 | loss: 0.0312354 | val_loss: 0.0312313 | Time: 2469.94 ms
[2021-01-22 03:55:03 main:574] : INFO : Epoch 1986 | loss: 0.0312355 | val_loss: 0.0312323 | Time: 2566.75 ms
[2021-01-22 03:55:06 main:574] : INFO : Epoch 1987 | loss: 0.0312354 | val_loss: 0.0312329 | Time: 2576.7 ms
[2021-01-22 03:55:09 main:574] : INFO : Epoch 1988 | loss: 0.0312363 | val_loss: 0.0312328 | Time: 2515.89 ms
[2021-01-22 03:55:11 main:574] : INFO : Epoch 1989 | loss: 0.0312355 | val_loss: 0.0312315 | Time: 2530.34 ms
[2021-01-22 03:55:14 main:574] : INFO : Epoch 1990 | loss: 0.031235 | val_loss: 0.0312312 | Time: 2535.23 ms
[2021-01-22 03:55:17 main:574] : INFO : Epoch 1991 | loss: 0.0312349 | val_loss: 0.0312317 | Time: 2457.42 ms
[2021-01-22 03:55:19 main:574] : INFO : Epoch 1992 | loss: 0.0312378 | val_loss: 0.0312327 | Time: 2698.98 ms
[2021-01-22 03:55:22 main:574] : INFO : Epoch 1993 | loss: 0.0312379 | val_loss: 0.0312344 | Time: 2531.2 ms
[2021-01-22 03:55:25 main:574] : INFO : Epoch 1994 | loss: 0.0312353 | val_loss: 0.0312321 | Time: 2533.89 ms
[2021-01-22 03:55:27 main:574] : INFO : Epoch 1995 | loss: 0.0312354 | val_loss: 0.0312316 | Time: 2607.06 ms
[2021-01-22 03:55:30 main:574] : INFO : Epoch 1996 | loss: 0.0312364 | val_loss: 0.0312315 | Time: 2646.55 ms
[2021-01-22 03:55:33 main:574] : INFO : Epoch 1997 | loss: 0.0312363 | val_loss: 0.0312327 | Time: 2449.43 ms
[2021-01-22 03:55:35 main:574] : INFO : Epoch 1998 | loss: 0.0312359 | val_loss: 0.0312315 | Time: 2563.78 ms
[2021-01-22 03:55:38 main:574] : INFO : Epoch 1999 | loss: 0.0312355 | val_loss: 0.0312327 | Time: 2523.59 ms
[2021-01-22 03:55:40 main:574] : INFO : Epoch 2000 | loss: 0.0312362 | val_loss: 0.031231 | Time: 2481.77 ms
[2021-01-22 03:55:43 main:574] : INFO : Epoch 2001 | loss: 0.0312351 | val_loss: 0.0312344 | Time: 2546.18 ms
[2021-01-22 03:55:46 main:574] : INFO : Epoch 2002 | loss: 0.0312357 | val_loss: 0.0312311 | Time: 2562.13 ms
[2021-01-22 03:55:48 main:574] : INFO : Epoch 2003 | loss: 0.0312356 | val_loss: 0.0312321 | Time: 2688.82 ms
[2021-01-22 03:55:51 main:574] : INFO : Epoch 2004 | loss: 0.0312351 | val_loss: 0.0312312 | Time: 2596.98 ms
[2021-01-22 03:55:54 main:574] : INFO : Epoch 2005 | loss: 0.0312348 | val_loss: 0.0312323 | Time: 2494.37 ms
[2021-01-22 03:55:56 main:574] : INFO : Epoch 2006 | loss: 0.031235 | val_loss: 0.0312314 | Time: 2546.35 ms
[2021-01-22 03:55:59 main:574] : INFO : Epoch 2007 | loss: 0.0312357 | val_loss: 0.0312316 | Time: 2446.17 ms
[2021-01-22 03:56:01 main:574] : INFO : Epoch 2008 | loss: 0.0312358 | val_loss: 0.0312316 | Time: 2480.15 ms
[2021-01-22 03:56:04 main:574] : INFO : Epoch 2009 | loss: 0.0312355 | val_loss: 0.0312312 | Time: 2600.91 ms
[2021-01-22 03:56:06 main:574] : INFO : Epoch 2010 | loss: 0.0312358 | val_loss: 0.0312323 | Time: 2478.3 ms
[2021-01-22 03:56:09 main:574] : INFO : Epoch 2011 | loss: 0.0312362 | val_loss: 0.0312311 | Time: 2521.56 ms
[2021-01-22 03:56:12 main:574] : INFO : Epoch 2012 | loss: 0.031235 | val_loss: 0.0312313 | Time: 2713.69 ms
[2021-01-22 03:56:14 main:574] : INFO : Epoch 2013 | loss: 0.0312355 | val_loss: 0.0312308 | Time: 2621.75 ms
[2021-01-22 03:56:17 main:574] : INFO : Epoch 2014 | loss: 0.0312348 | val_loss: 0.0312321 | Time: 2586.22 ms
[2021-01-22 03:56:20 main:574] : INFO : Epoch 2015 | loss: 0.0312353 | val_loss: 0.0312324 | Time: 2621.47 ms
[2021-01-22 03:56:22 main:574] : INFO : Epoch 2016 | loss: 0.0312353 | val_loss: 0.0312317 | Time: 2511.8 ms
[2021-01-22 03:56:25 main:574] : INFO : Epoch 2017 | loss: 0.0312351 | val_loss: 0.0312314 | Time: 2473.67 ms
[2021-01-22 03:56:28 main:574] : INFO : Epoch 2018 | loss: 0.0312359 | val_loss: 0.0312317 | Time: 2697.98 ms
[2021-01-22 03:56:30 main:574] : INFO : Epoch 2019 | loss: 0.0312351 | val_loss: 0.0312318 | Time: 2507.19 ms
[2021-01-22 03:56:33 main:574] : INFO : Epoch 2020 | loss: 0.031236 | val_loss: 0.0312326 | Time: 2491.86 ms
[2021-01-22 03:56:35 main:574] : INFO : Epoch 2021 | loss: 0.0312367 | val_loss: 0.0312331 | Time: 2478.48 ms
[2021-01-22 03:56:38 main:574] : INFO : Epoch 2022 | loss: 0.0312356 | val_loss: 0.0312323 | Time: 2547.61 ms
[2021-01-22 03:56:40 main:574] : INFO : Epoch 2023 | loss: 0.0312362 | val_loss: 0.0312328 | Time: 2535.2 ms
[2021-01-22 03:56:43 main:574] : INFO : Epoch 2024 | loss: 0.0312372 | val_loss: 0.0312328 | Time: 2577.06 ms
[2021-01-22 03:56:46 main:574] : INFO : Epoch 2025 | loss: 0.031235 | val_loss: 0.0312321 | Time: 2555.27 ms
[2021-01-22 03:56:48 main:574] : INFO : Epoch 2026 | loss: 0.0312356 | val_loss: 0.0312318 | Time: 2608.2 ms
[2021-01-22 03:56:51 main:574] : INFO : Epoch 2027 | loss: 0.0312347 | val_loss: 0.031231 | Time: 2506.03 ms
[2021-01-22 03:56:54 main:574] : INFO : Epoch 2028 | loss: 0.031235 | val_loss: 0.0312317 | Time: 2341.32 ms
[2021-01-22 03:56:56 main:574] : INFO : Epoch 2029 | loss: 0.031235 | val_loss: 0.0312313 | Time: 2616.68 ms
[2021-01-22 03:56:59 main:574] : INFO : Epoch 2030 | loss: 0.0312351 | val_loss: 0.0312316 | Time: 2517.5 ms
[2021-01-22 03:57:01 main:574] : INFO : Epoch 2031 | loss: 0.0312359 | val_loss: 0.0312312 | Time: 2560.65 ms
[2021-01-22 03:57:04 main:574] : INFO : Epoch 2032 | loss: 0.0312354 | val_loss: 0.0312369 | Time: 2620.96 ms
[2021-01-22 03:57:07 main:574] : INFO : Epoch 2033 | loss: 0.0312381 | val_loss: 0.0312329 | Time: 2525.35 ms
[2021-01-22 03:57:09 main:574] : INFO : Epoch 2034 | loss: 0.0312363 | val_loss: 0.031233 | Time: 2524.82 ms
[2021-01-22 03:57:12 main:574] : INFO : Epoch 2035 | loss: 0.0312355 | val_loss: 0.0312331 | Time: 2559.99 ms
[2021-01-22 03:57:15 main:574] : INFO : Epoch 2036 | loss: 0.0312354 | val_loss: 0.031232 | Time: 2524.76 ms
[2021-01-22 03:57:17 main:574] : INFO : Epoch 2037 | loss: 0.0312355 | val_loss: 0.0312313 | Time: 2559.4 ms
[2021-01-22 03:57:20 main:574] : INFO : Epoch 2038 | loss: 0.0312351 | val_loss: 0.0312309 | Time: 2543.2 ms
[2021-01-22 03:57:22 main:574] : INFO : Epoch 2039 | loss: 0.031236 | val_loss: 0.0312335 | Time: 2493.3 ms
[2021-01-22 03:57:25 main:574] : INFO : Epoch 2040 | loss: 0.0312371 | val_loss: 0.0312321 | Time: 2545.08 ms
[2021-01-22 03:57:28 main:574] : INFO : Epoch 2041 | loss: 0.0312353 | val_loss: 0.0312332 | Time: 2620.15 ms
[2021-01-22 03:57:30 main:574] : INFO : Epoch 2042 | loss: 0.0312354 | val_loss: 0.0312311 | Time: 2491.79 ms
[2021-01-22 03:57:33 main:574] : INFO : Epoch 2043 | loss: 0.0312372 | val_loss: 0.0312344 | Time: 2516.9 ms
[2021-01-22 03:57:35 main:574] : INFO : Epoch 2044 | loss: 0.0312362 | val_loss: 0.0312324 | Time: 2580.59 ms
[2021-01-22 03:57:38 main:574] : INFO : Epoch 2045 | loss: 0.0312354 | val_loss: 0.0312329 | Time: 2662.39 ms
[2021-01-22 03:57:41 main:574] : INFO : Epoch 2046 | loss: 0.0312359 | val_loss: 0.0312348 | Time: 2620.78 ms
[2021-01-22 03:57:43 main:574] : INFO : Epoch 2047 | loss: 0.0312369 | val_loss: 0.0312329 | Time: 2580.45 ms
[2021-01-22 03:57:46 main:574] : INFO : Epoch 2048 | loss: 0.0312359 | val_loss: 0.0312347 | Time: 2580.09 ms
[2021-01-22 03:57:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312347
[2021-01-22 03:57:46 main:603] : INFO : Saving end state to config to file
[2021-01-22 03:57:46 main:608] : INFO : Success, exiting..
03:57:46 (15364): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)