Task 13340284
| Name | ParityModified-1645997615-13925-3-0_1 |
| Workunit | 9956110 |
| Created | 17 Mar 2022, 20:37:26 UTC |
| Sent | 17 Mar 2022, 21:17:05 UTC |
| Report deadline | 25 Mar 2022, 21:17:05 UTC |
| Received | 18 Mar 2022, 0:17:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 29 min 12 sec |
| CPU time | 1 hours 27 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,806.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312403 | val_loss: 0.0312388 | Time: 2572.37 ms [2022-03-17 19:57:05 main:574] : INFO : Epoch 1543 | loss: 0.0312405 | val_loss: 0.031235 | Time: 2478.5 ms [2022-03-17 19:57:08 main:574] : INFO : Epoch 1544 | loss: 0.0312394 | val_loss: 0.0312347 | Time: 2389.73 ms [2022-03-17 19:57:10 main:574] : INFO : Epoch 1545 | loss: 0.0312394 | val_loss: 0.0312349 | Time: 2265.16 ms [2022-03-17 19:57:12 main:574] : INFO : Epoch 1546 | loss: 0.0312396 | val_loss: 0.0312355 | Time: 2297.41 ms [2022-03-17 19:57:14 main:574] : INFO : Epoch 1547 | loss: 0.03124 | val_loss: 0.0312347 | Time: 1964.84 ms [2022-03-17 19:57:17 main:574] : INFO : Epoch 1548 | loss: 0.0312395 | val_loss: 0.0312346 | Time: 2531.45 ms [2022-03-17 19:57:19 main:574] : INFO : Epoch 1549 | loss: 0.0312404 | val_loss: 0.0312354 | Time: 2519.29 ms [2022-03-17 19:57:21 main:574] : INFO : Epoch 1550 | loss: 0.0312393 | val_loss: 0.0312352 | Time: 2216.53 ms [2022-03-17 19:57:24 main:574] : INFO : Epoch 1551 | loss: 0.0312396 | val_loss: 0.0312355 | Time: 2574.05 ms [2022-03-17 19:57:27 main:574] : INFO : Epoch 1552 | loss: 0.0312398 | val_loss: 0.0312369 | Time: 2517.27 ms [2022-03-17 19:57:29 main:574] : INFO : Epoch 1553 | loss: 0.0312406 | val_loss: 0.031236 | Time: 2628.94 ms [2022-03-17 19:57:32 main:574] : INFO : Epoch 1554 | loss: 0.0312399 | val_loss: 0.031235 | Time: 2499.03 ms [2022-03-17 19:57:34 main:574] : INFO : Epoch 1555 | loss: 0.0312409 | val_loss: 0.0312412 | Time: 2691.33 ms [2022-03-17 19:57:37 main:574] : INFO : Epoch 1556 | loss: 0.0312413 | val_loss: 0.0312375 | Time: 2561.09 ms [2022-03-17 19:57:39 main:574] : INFO : Epoch 1557 | loss: 0.0312403 | val_loss: 0.0312349 | Time: 2444.22 ms [2022-03-17 19:57:42 main:574] : INFO : Epoch 1558 | loss: 0.0312397 | val_loss: 0.0312375 | Time: 2337.91 ms [2022-03-17 19:57:44 main:574] : INFO : Epoch 1559 | loss: 0.0312401 | val_loss: 0.0312359 | Time: 2413.91 ms [2022-03-17 19:57:46 main:574] : INFO : Epoch 1560 | loss: 0.0312409 | val_loss: 0.0312346 | Time: 2230.71 ms [2022-03-17 19:57:49 main:574] : INFO : Epoch 1561 | loss: 0.03124 | val_loss: 0.0312356 | Time: 2358.26 ms [2022-03-17 19:57:51 main:574] : INFO : Epoch 1562 | loss: 0.0312399 | val_loss: 0.0312366 | Time: 2779.51 ms [2022-03-17 19:57:54 main:574] : INFO : Epoch 1563 | loss: 0.0312405 | val_loss: 0.0312427 | Time: 2254.89 ms [2022-03-17 19:57:56 main:574] : INFO : Epoch 1564 | loss: 0.0325829 | val_loss: 0.0337078 | Time: 2688.29 ms [2022-03-17 19:57:59 main:574] : INFO : Epoch 1565 | loss: 0.0319256 | val_loss: 0.0312947 | Time: 2265.08 ms [2022-03-17 19:58:01 main:574] : INFO : Epoch 1566 | loss: 0.0313082 | val_loss: 0.0312712 | Time: 2498.32 ms [2022-03-17 19:58:04 main:574] : INFO : Epoch 1567 | loss: 0.0312517 | val_loss: 0.0312381 | Time: 2583.58 ms [2022-03-17 19:58:06 main:574] : INFO : Epoch 1568 | loss: 0.0312419 | val_loss: 0.0312366 | Time: 2378.11 ms [2022-03-17 19:58:09 main:574] : INFO : Epoch 1569 | loss: 0.0312398 | val_loss: 0.0312352 | Time: 2876.71 ms [2022-03-17 19:58:11 main:574] : INFO : Epoch 1570 | loss: 0.0312396 | val_loss: 0.0312351 | Time: 2151.12 ms [2022-03-17 19:58:13 main:574] : INFO : Epoch 1571 | loss: 0.0312394 | val_loss: 0.031235 | Time: 2230.93 ms [2022-03-17 19:58:16 main:574] : INFO : Epoch 1572 | loss: 0.0312399 | val_loss: 0.0312352 | Time: 2534.13 ms [2022-03-17 19:58:18 main:574] : INFO : Epoch 1573 | loss: 0.0312397 | val_loss: 0.0312354 | Time: 2068.41 ms [2022-03-17 19:58:20 main:574] : INFO : Epoch 1574 | loss: 0.0312395 | val_loss: 0.0312351 | Time: 2177.18 ms [2022-03-17 19:58:23 main:574] : INFO : Epoch 1575 | loss: 0.0312397 | val_loss: 0.031236 | Time: 2328.74 ms [2022-03-17 19:58:25 main:574] : INFO : Epoch 1576 | loss: 0.0312394 | val_loss: 0.0312348 | Time: 2133.25 ms [2022-03-17 19:58:27 main:574] : INFO : Epoch 1577 | loss: 0.0312394 | val_loss: 0.0312351 | Time: 2414.29 ms [2022-03-17 19:58:29 main:574] : INFO : Epoch 1578 | loss: 0.0312398 | val_loss: 0.0312352 | Time: 2385.01 ms [2022-03-17 19:58:32 main:574] : INFO : Epoch 1579 | loss: 0.0312392 | val_loss: 0.0312348 | Time: 2634.34 ms [2022-03-17 19:58:35 main:574] : INFO : Epoch 1580 | loss: 0.0312391 | val_loss: 0.0312355 | Time: 2635.93 ms [2022-03-17 19:58:37 main:574] : INFO : Epoch 1581 | loss: 0.0312394 | val_loss: 0.0312349 | Time: 2025.26 ms [2022-03-17 19:58:39 main:574] : INFO : Epoch 1582 | loss: 0.0312393 | val_loss: 0.0312355 | Time: 2505.34 ms [2022-03-17 19:58:42 main:574] : INFO : Epoch 1583 | loss: 0.0312396 | val_loss: 0.031235 | Time: 2820.85 ms [2022-03-17 19:58:44 main:574] : INFO : Epoch 1584 | loss: 0.0312396 | val_loss: 0.0312352 | Time: 2100.84 ms [2022-03-17 19:58:46 main:574] : INFO : Epoch 1585 | loss: 0.0312392 | val_loss: 0.0312358 | Time: 1939.36 ms [2022-03-17 19:58:48 main:574] : INFO : Epoch 1586 | loss: 0.0312394 | val_loss: 0.0312353 | Time: 2060.47 ms [2022-03-17 19:58:51 main:574] : INFO : Epoch 1587 | loss: 0.0312392 | val_loss: 0.0312353 | Time: 2410.24 ms [2022-03-17 19:58:53 main:574] : INFO : Epoch 1588 | loss: 0.0312393 | val_loss: 0.0312348 | Time: 2478.06 ms [2022-03-17 19:58:55 main:574] : INFO : Epoch 1589 | loss: 0.0312394 | val_loss: 0.0312351 | Time: 2323.06 ms [2022-03-17 19:58:58 main:574] : INFO : Epoch 1590 | loss: 0.0312394 | val_loss: 0.0312349 | Time: 2196.81 ms [2022-03-17 19:59:00 main:574] : INFO : Epoch 1591 | loss: 0.0312396 | val_loss: 0.0312348 | Time: 2216.26 ms [2022-03-17 19:59:02 main:574] : INFO : Epoch 1592 | loss: 0.0312392 | val_loss: 0.0312351 | Time: 2490.18 ms [2022-03-17 19:59:05 main:574] : INFO : Epoch 1593 | loss: 0.0312393 | val_loss: 0.0312349 | Time: 2351.57 ms [2022-03-17 19:59:07 main:574] : INFO : Epoch 1594 | loss: 0.0312392 | val_loss: 0.031235 | Time: 2243.63 ms [2022-03-17 19:59:10 main:574] : INFO : Epoch 1595 | loss: 0.0312391 | val_loss: 0.0312347 | Time: 2588.52 ms [2022-03-17 19:59:12 main:574] : INFO : Epoch 1596 | loss: 0.0312392 | val_loss: 0.0312356 | Time: 2054.96 ms [2022-03-17 19:59:14 main:574] : INFO : Epoch 1597 | loss: 0.0312394 | val_loss: 0.0312364 | Time: 2490.65 ms [2022-03-17 19:59:17 main:574] : INFO : Epoch 1598 | loss: 0.0312398 | val_loss: 0.0312362 | Time: 2696.14 ms [2022-03-17 19:59:20 main:574] : INFO : Epoch 1599 | loss: 0.0312398 | val_loss: 0.0312353 | Time: 2797.07 ms [2022-03-17 19:59:22 main:574] : INFO : Epoch 1600 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2445.98 ms [2022-03-17 19:59:24 main:574] : INFO : Epoch 1601 | loss: 0.0312391 | val_loss: 0.0312355 | Time: 2065.6 ms [2022-03-17 19:59:27 main:574] : INFO : Epoch 1602 | loss: 0.0312393 | val_loss: 0.0312348 | Time: 2759.02 ms [2022-03-17 19:59:29 main:574] : INFO : Epoch 1603 | loss: 0.0312395 | val_loss: 0.0312351 | Time: 2455.72 ms [2022-03-17 19:59:32 main:574] : INFO : Epoch 1604 | loss: 0.0312395 | val_loss: 0.0312351 | Time: 2764.06 ms [2022-03-17 19:59:35 main:574] : INFO : Epoch 1605 | loss: 0.0312393 | val_loss: 0.0312372 | Time: 2451.43 ms [2022-03-17 19:59:37 main:574] : INFO : Epoch 1606 | loss: 0.03124 | val_loss: 0.0312352 | Time: 2218.39 ms [2022-03-17 19:59:39 main:574] : INFO : Epoch 1607 | loss: 0.0312393 | val_loss: 0.0312351 | Time: 2659.69 ms [2022-03-17 19:59:42 main:574] : INFO : Epoch 1608 | loss: 0.0312392 | val_loss: 0.0312356 | Time: 2480.54 ms [2022-03-17 19:59:44 main:574] : INFO : Epoch 1609 | loss: 0.0312395 | val_loss: 0.0312363 | Time: 2345.02 ms [2022-03-17 19:59:47 main:574] : INFO : Epoch 1610 | loss: 0.0312393 | val_loss: 0.0312353 | Time: 2416.96 ms [2022-03-17 19:59:49 main:574] : INFO : Epoch 1611 | loss: 0.0312391 | val_loss: 0.031235 | Time: 2748.49 ms [2022-03-17 19:59:52 main:574] : INFO : Epoch 1612 | loss: 0.0312393 | val_loss: 0.0312352 | Time: 2209.13 ms [2022-03-17 19:59:54 main:574] : INFO : Epoch 1613 | loss: 0.0312396 | val_loss: 0.0312349 | Time: 2598.2 ms [2022-03-17 19:59:57 main:574] : INFO : Epoch 1614 | loss: 0.0312393 | val_loss: 0.0312349 | Time: 2713.13 ms [2022-03-17 19:59:59 main:574] : INFO : Epoch 1615 | loss: 0.0312392 | val_loss: 0.031235 | Time: 2117.13 ms [2022-03-17 20:00:02 main:574] : INFO : Epoch 1616 | loss: 0.0312398 | val_loss: 0.0312352 | Time: 2522.33 ms [2022-03-17 20:00:04 main:574] : INFO : Epoch 1617 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2365.41 ms [2022-03-17 20:00:06 main:574] : INFO : Epoch 1618 | loss: 0.0312397 | val_loss: 0.0312352 | Time: 2374.88 ms [2022-03-17 20:00:09 main:574] : INFO : Epoch 1619 | loss: 0.0312396 | val_loss: 0.0312351 | Time: 2693.2 ms [2022-03-17 20:00:11 main:574] : INFO : Epoch 1620 | loss: 0.0312394 | val_loss: 0.031236 | Time: 2411.55 ms [2022-03-17 20:00:14 main:574] : INFO : Epoch 1621 | loss: 0.0312398 | val_loss: 0.0312352 | Time: 2108.29 ms [2022-03-17 20:00:16 main:574] : INFO : Epoch 1622 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2430.41 ms [2022-03-17 20:00:19 main:574] : INFO : Epoch 1623 | loss: 0.031239 | val_loss: 0.031235 | Time: 2662.05 ms [2022-03-17 20:00:21 main:574] : INFO : Epoch 1624 | loss: 0.0312391 | val_loss: 0.0312349 | Time: 2427.86 ms [2022-03-17 20:00:23 main:574] : INFO : Epoch 1625 | loss: 0.0312394 | val_loss: 0.0312348 | Time: 2355.13 ms [2022-03-17 20:00:26 main:574] : INFO : Epoch 1626 | loss: 0.0312391 | val_loss: 0.0312348 | Time: 2229.41 ms [2022-03-17 20:00:28 main:574] : INFO : Epoch 1627 | loss: 0.0312394 | val_loss: 0.0312364 | Time: 2492.13 ms [2022-03-17 20:00:31 main:574] : INFO : Epoch 1628 | loss: 0.0312398 | val_loss: 0.0312349 | Time: 2838.95 ms [2022-03-17 20:00:33 main:574] : INFO : Epoch 1629 | loss: 0.0312409 | val_loss: 0.0312356 | Time: 2309.02 ms [2022-03-17 20:00:36 main:574] : INFO : Epoch 1630 | loss: 0.0312412 | val_loss: 0.0312352 | Time: 2647.76 ms [2022-03-17 20:00:39 main:574] : INFO : Epoch 1631 | loss: 0.0312396 | val_loss: 0.0312349 | Time: 2536.33 ms [2022-03-17 20:00:41 main:574] : INFO : Epoch 1632 | loss: 0.0312394 | val_loss: 0.031235 | Time: 2556.12 ms [2022-03-17 20:00:44 main:574] : INFO : Epoch 1633 | loss: 0.031239 | val_loss: 0.0312349 | Time: 2599.57 ms [2022-03-17 20:00:46 main:574] : INFO : Epoch 1634 | loss: 0.0312392 | val_loss: 0.031235 | Time: 2513.3 ms [2022-03-17 20:00:49 main:574] : INFO : Epoch 1635 | loss: 0.0312391 | val_loss: 0.0312348 | Time: 2376.26 ms [2022-03-17 20:00:51 main:574] : INFO : Epoch 1636 | loss: 0.0312393 | val_loss: 0.0312355 | Time: 2686.56 ms [2022-03-17 20:00:54 main:574] : INFO : Epoch 1637 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2367.28 ms [2022-03-17 20:00:56 main:574] : INFO : Epoch 1638 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2157.34 ms [2022-03-17 20:00:58 main:574] : INFO : Epoch 1639 | loss: 0.0312392 | val_loss: 0.0312353 | Time: 2552.8 ms [2022-03-17 20:01:01 main:574] : INFO : Epoch 1640 | loss: 0.0312396 | val_loss: 0.0312362 | Time: 2658.36 ms [2022-03-17 20:01:03 main:574] : INFO : Epoch 1641 | loss: 0.0312398 | val_loss: 0.0312349 | Time: 2220.53 ms [2022-03-17 20:01:06 main:574] : INFO : Epoch 1642 | loss: 0.0312393 | val_loss: 0.0312359 | Time: 2315.62 ms [2022-03-17 20:01:08 main:574] : INFO : Epoch 1643 | loss: 0.0312396 | val_loss: 0.0312358 | Time: 2689.97 ms [2022-03-17 20:01:10 main:574] : INFO : Epoch 1644 | loss: 0.0312395 | val_loss: 0.0312351 | Time: 2240.67 ms [2022-03-17 20:01:13 main:574] : INFO : Epoch 1645 | loss: 0.0312393 | val_loss: 0.0312352 | Time: 2674.31 ms [2022-03-17 20:01:15 main:574] : INFO : Epoch 1646 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2293.55 ms [2022-03-17 20:01:17 main:574] : INFO : Epoch 1647 | loss: 0.0312395 | val_loss: 0.0312353 | Time: 1958.76 ms [2022-03-17 20:01:20 main:574] : INFO : Epoch 1648 | loss: 0.0312391 | val_loss: 0.0312359 | Time: 2465.39 ms [2022-03-17 20:01:23 main:574] : INFO : Epoch 1649 | loss: 0.0312399 | val_loss: 0.0312351 | Time: 2636.82 ms [2022-03-17 20:01:25 main:574] : INFO : Epoch 1650 | loss: 0.0312392 | val_loss: 0.031235 | Time: 2421.42 ms [2022-03-17 20:01:27 main:574] : INFO : Epoch 1651 | loss: 0.0312391 | val_loss: 0.0312347 | Time: 2519.13 ms [2022-03-17 20:01:30 main:574] : INFO : Epoch 1652 | loss: 0.031239 | val_loss: 0.0312348 | Time: 2480.79 ms [2022-03-17 20:01:33 main:574] : INFO : Epoch 1653 | loss: 0.031239 | val_loss: 0.0312349 | Time: 2748.26 ms [2022-03-17 20:01:35 main:574] : INFO : Epoch 1654 | loss: 0.031239 | val_loss: 0.031235 | Time: 2518.18 ms [2022-03-17 20:01:37 main:574] : INFO : Epoch 1655 | loss: 0.031239 | val_loss: 0.0312355 | Time: 2250.94 ms [2022-03-17 20:01:40 main:574] : INFO : Epoch 1656 | loss: 0.0312396 | val_loss: 0.0312379 | Time: 2077.11 ms [2022-03-17 20:01:42 main:574] : INFO : Epoch 1657 | loss: 0.0312398 | val_loss: 0.0312366 | Time: 2196.69 ms [2022-03-17 20:01:44 main:574] : INFO : Epoch 1658 | loss: 0.0312399 | val_loss: 0.0312349 | Time: 2380.94 ms [2022-03-17 20:01:46 main:574] : INFO : Epoch 1659 | loss: 0.0312391 | val_loss: 0.0312351 | Time: 2172.04 ms [2022-03-17 20:01:49 main:574] : INFO : Epoch 1660 | loss: 0.0312396 | val_loss: 0.0312351 | Time: 2496.59 ms [2022-03-17 20:01:51 main:574] : INFO : Epoch 1661 | loss: 0.0312412 | val_loss: 0.0312377 | Time: 2236.56 ms [2022-03-17 20:01:54 main:574] : INFO : Epoch 1662 | loss: 0.0312411 | val_loss: 0.0312384 | Time: 2471.3 ms [2022-03-17 20:01:56 main:574] : INFO : Epoch 1663 | loss: 0.0312394 | val_loss: 0.0312364 | Time: 2534.71 ms [2022-03-17 20:01:58 main:574] : INFO : Epoch 1664 | loss: 0.0312396 | val_loss: 0.0312351 | Time: 2076.04 ms [2022-03-17 20:02:01 main:574] : INFO : Epoch 1665 | loss: 0.0312393 | val_loss: 0.0312359 | Time: 2491.18 ms [2022-03-17 20:02:04 main:574] : INFO : Epoch 1666 | loss: 0.0312396 | val_loss: 0.0312352 | Time: 3089.49 ms [2022-03-17 20:02:07 main:574] : INFO : Epoch 1667 | loss: 0.0312398 | val_loss: 0.0312357 | Time: 2817.45 ms [2022-03-17 20:02:09 main:574] : INFO : Epoch 1668 | loss: 0.0312396 | val_loss: 0.0312352 | Time: 2344.02 ms [2022-03-17 20:02:12 main:574] : INFO : Epoch 1669 | loss: 0.0312394 | val_loss: 0.0312351 | Time: 2788.26 ms [2022-03-17 20:02:14 main:574] : INFO : Epoch 1670 | loss: 0.031239 | val_loss: 0.0312348 | Time: 2656.16 ms [2022-03-17 20:02:16 main:574] : INFO : Epoch 1671 | loss: 0.0312391 | val_loss: 0.0312356 | Time: 2142.97 ms [2022-03-17 20:02:19 main:574] : INFO : Epoch 1672 | loss: 0.0312392 | val_loss: 0.0312352 | Time: 2494.4 ms [2022-03-17 20:02:21 main:574] : INFO : Epoch 1673 | loss: 0.0312398 | val_loss: 0.0312359 | Time: 2422.58 ms [2022-03-17 20:02:24 main:574] : INFO : Epoch 1674 | loss: 0.0312395 | val_loss: 0.0312357 | Time: 2656.56 ms [2022-03-17 20:02:26 main:574] : INFO : Epoch 1675 | loss: 0.0312414 | val_loss: 0.031235 | Time: 2134.9 ms [2022-03-17 20:02:28 main:574] : INFO : Epoch 1676 | loss: 0.0312401 | val_loss: 0.0312358 | Time: 2068.07 ms [2022-03-17 20:02:31 main:574] : INFO : Epoch 1677 | loss: 0.0312396 | val_loss: 0.0312354 | Time: 2402.36 ms [2022-03-17 20:02:33 main:574] : INFO : Epoch 1678 | loss: 0.0312393 | val_loss: 0.031235 | Time: 2567.11 ms [2022-03-17 20:02:35 main:574] : INFO : Epoch 1679 | loss: 0.0312392 | val_loss: 0.0312353 | Time: 1753.54 ms [2022-03-17 20:02:37 main:574] : INFO : Epoch 1680 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2446.97 ms [2022-03-17 20:02:40 main:574] : INFO : Epoch 1681 | loss: 0.0312392 | val_loss: 0.031235 | Time: 2322.66 ms [2022-03-17 20:02:42 main:574] : INFO : Epoch 1682 | loss: 0.0312392 | val_loss: 0.0312363 | Time: 2344.3 ms [2022-03-17 20:02:44 main:574] : INFO : Epoch 1683 | loss: 0.0312398 | val_loss: 0.0312348 | Time: 2145.37 ms [2022-03-17 20:02:47 main:574] : INFO : Epoch 1684 | loss: 0.0312394 | val_loss: 0.031235 | Time: 2623.87 ms [2022-03-17 20:02:49 main:574] : INFO : Epoch 1685 | loss: 0.0312393 | val_loss: 0.0312352 | Time: 2276.79 ms [2022-03-17 20:02:51 main:574] : INFO : Epoch 1686 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2270.92 ms [2022-03-17 20:02:54 main:574] : INFO : Epoch 1687 | loss: 0.0312393 | val_loss: 0.0312348 | Time: 2304.24 ms [2022-03-17 20:02:56 main:574] : INFO : Epoch 1688 | loss: 0.0312391 | val_loss: 0.0312348 | Time: 2536.66 ms [2022-03-17 20:02:59 main:574] : INFO : Epoch 1689 | loss: 0.0312396 | val_loss: 0.0312364 | Time: 2420.62 ms [2022-03-17 20:03:01 main:574] : INFO : Epoch 1690 | loss: 0.0312397 | val_loss: 0.0312353 | Time: 2243.93 ms [2022-03-17 20:03:03 main:574] : INFO : Epoch 1691 | loss: 0.0312393 | val_loss: 0.0312356 | Time: 2186.19 ms [2022-03-17 20:03:06 main:574] : INFO : Epoch 1692 | loss: 0.0312393 | val_loss: 0.0312355 | Time: 2367.6 ms [2022-03-17 20:03:08 main:574] : INFO : Epoch 1693 | loss: 0.0312395 | val_loss: 0.0312347 | Time: 2259.99 ms [2022-03-17 20:03:11 main:574] : INFO : Epoch 1694 | loss: 0.0312391 | val_loss: 0.0312348 | Time: 2732.95 ms [2022-03-17 20:03:13 main:574] : INFO : Epoch 1695 | loss: 0.0312391 | val_loss: 0.0312352 | Time: 2233.61 ms [2022-03-17 20:03:15 main:574] : INFO : Epoch 1696 | loss: 0.0312391 | val_loss: 0.0312353 | Time: 2536.2 ms [2022-03-17 20:03:18 main:574] : INFO : Epoch 1697 | loss: 0.0312394 | val_loss: 0.0312354 | Time: 2428.13 ms [2022-03-17 20:03:20 main:574] : INFO : Epoch 1698 | loss: 0.0312395 | val_loss: 0.0312355 | Time: 2383.83 ms [2022-03-17 20:03:23 main:574] : INFO : Epoch 1699 | loss: 0.0312393 | val_loss: 0.0312353 | Time: 2453.31 ms [2022-03-17 20:03:25 main:574] : INFO : Epoch 1700 | loss: 0.0312396 | val_loss: 0.0312353 | Time: 2314.19 ms [2022-03-17 20:03:27 main:574] : INFO : Epoch 1701 | loss: 0.0312394 | val_loss: 0.0312348 | Time: 2166.54 ms [2022-03-17 20:03:30 main:574] : INFO : Epoch 1702 | loss: 0.0312396 | val_loss: 0.0312349 | Time: 2632.21 ms [2022-03-17 20:03:32 main:574] : INFO : Epoch 1703 | loss: 0.0312396 | val_loss: 0.0312349 | Time: 1941.17 ms [2022-03-17 20:03:34 main:574] : INFO : Epoch 1704 | loss: 0.0312392 | val_loss: 0.0312348 | Time: 2257.38 ms [2022-03-17 20:03:36 main:574] : INFO : Epoch 1705 | loss: 0.0312393 | val_loss: 0.0312356 | Time: 2564.16 ms [2022-03-17 20:03:39 main:574] : INFO : Epoch 1706 | loss: 0.0312393 | val_loss: 0.0312351 | Time: 2460.39 ms [2022-03-17 20:03:41 main:574] : INFO : Epoch 1707 | loss: 0.0312391 | val_loss: 0.0312347 | Time: 2588.08 ms [2022-03-17 20:03:44 main:574] : INFO : Epoch 1708 | loss: 0.0312397 | val_loss: 0.031235 | Time: 2461.94 ms [2022-03-17 20:03:47 main:574] : INFO : Epoch 1709 | loss: 0.0312394 | val_loss: 0.0312348 | Time: 2567.42 ms [2022-03-17 20:03:49 main:574] : INFO : Epoch 1710 | loss: 0.0312393 | val_loss: 0.0312351 | Time: 2649.84 ms [2022-03-17 20:03:51 main:574] : INFO : Epoch 1711 | loss: 0.0312394 | val_loss: 0.0312348 | Time: 2117.4 ms [2022-03-17 20:03:54 main:574] : INFO : Epoch 1712 | loss: 0.0312392 | val_loss: 0.0312347 | Time: 2280.3 ms [2022-03-17 20:03:56 main:574] : INFO : Epoch 1713 | loss: 0.0312391 | val_loss: 0.0312347 | Time: 2595.11 ms [2022-03-17 20:03:59 main:574] : INFO : Epoch 1714 | loss: 0.0312392 | val_loss: 0.0312348 | Time: 2454.5 ms [2022-03-17 20:04:01 main:574] : INFO : Epoch 1715 | loss: 0.0312392 | val_loss: 0.0312363 | Time: 2643.18 ms [2022-03-17 20:04:04 main:574] : INFO : Epoch 1716 | loss: 0.0312396 | val_loss: 0.0312354 | Time: 2406.39 ms [2022-03-17 20:04:06 main:574] : INFO : Epoch 1717 | loss: 0.0312403 | val_loss: 0.0312385 | Time: 2221.68 ms [2022-03-17 20:04:08 main:574] : INFO : Epoch 1718 | loss: 0.0312421 | val_loss: 0.031235 | Time: 1974.73 ms [2022-03-17 20:04:10 main:574] : INFO : Epoch 1719 | loss: 0.0312403 | val_loss: 0.0312361 | Time: 2352.01 ms [2022-03-17 20:04:13 main:574] : INFO : Epoch 1720 | loss: 0.0312394 | val_loss: 0.0312357 | Time: 2822.81 ms [2022-03-17 20:04:16 main:574] : INFO : Epoch 1721 | loss: 0.0312403 | val_loss: 0.0312362 | Time: 2689.97 ms [2022-03-17 20:04:19 main:574] : INFO : Epoch 1722 | loss: 0.0312396 | val_loss: 0.0312346 | Time: 2780.12 ms [2022-03-17 20:04:21 main:574] : INFO : Epoch 1723 | loss: 0.0312389 | val_loss: 0.031235 | Time: 2101.18 ms [2022-03-17 20:04:23 main:574] : INFO : Epoch 1724 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2043.66 ms [2022-03-17 20:04:25 main:574] : INFO : Epoch 1725 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2238.87 ms [2022-03-17 20:04:27 main:574] : INFO : Epoch 1726 | loss: 0.0312391 | val_loss: 0.0312348 | Time: 2493.05 ms [2022-03-17 20:04:30 main:574] : INFO : Epoch 1727 | loss: 0.0312391 | val_loss: 0.0312354 | Time: 2519.97 ms [2022-03-17 20:04:33 main:574] : INFO : Epoch 1728 | loss: 0.0312395 | val_loss: 0.031235 | Time: 2793.3 ms [2022-03-17 20:04:35 main:574] : INFO : Epoch 1729 | loss: 0.0312398 | val_loss: 0.0312369 | Time: 2344.6 ms [2022-03-17 20:04:38 main:574] : INFO : Epoch 1730 | loss: 0.0312395 | val_loss: 0.0312352 | Time: 3023.44 ms [2022-03-17 20:04:41 main:574] : INFO : Epoch 1731 | loss: 0.0312391 | val_loss: 0.0312347 | Time: 2649.17 ms [2022-03-17 20:04:43 main:574] : INFO : Epoch 1732 | loss: 0.0312391 | val_loss: 0.0312355 | Time: 2209.51 ms [2022-03-17 20:04:46 main:574] : INFO : Epoch 1733 | loss: 0.0312393 | val_loss: 0.031235 | Time: 2676.41 ms [2022-03-17 20:04:48 main:574] : INFO : Epoch 1734 | loss: 0.0312392 | val_loss: 0.0312351 | Time: 2704.52 ms [2022-03-17 20:04:51 main:574] : INFO : Epoch 1735 | loss: 0.0312394 | val_loss: 0.0312349 | Time: 2276.47 ms [2022-03-17 20:04:53 main:574] : INFO : Epoch 1736 | loss: 0.0312396 | val_loss: 0.0312376 | Time: 2131.63 ms [2022-03-17 20:04:55 main:574] : INFO : Epoch 1737 | loss: 0.0312403 | val_loss: 0.031235 | Time: 2322.97 ms [2022-03-17 20:04:57 main:574] : INFO : Epoch 1738 | loss: 0.0312399 | val_loss: 0.0312349 | Time: 2076.37 ms [2022-03-17 20:05:00 main:574] : INFO : Epoch 1739 | loss: 0.0312392 | val_loss: 0.0312356 | Time: 2330.37 ms [2022-03-17 20:05:02 main:574] : INFO : Epoch 1740 | loss: 0.0312403 | val_loss: 0.0312374 | Time: 2181.29 ms [2022-03-17 20:05:04 main:574] : INFO : Epoch 1741 | loss: 0.0312396 | val_loss: 0.0312361 | Time: 2464.03 ms [2022-03-17 20:05:07 main:574] : INFO : Epoch 1742 | loss: 0.0312395 | val_loss: 0.0312351 | Time: 2669.74 ms [2022-03-17 20:05:09 main:574] : INFO : Epoch 1743 | loss: 0.0312396 | val_loss: 0.0312355 | Time: 2345.61 ms [2022-03-17 20:05:12 main:574] : INFO : Epoch 1744 | loss: 0.0312391 | val_loss: 0.0312355 | Time: 2370.11 ms [2022-03-17 20:05:14 main:574] : INFO : Epoch 1745 | loss: 0.0312398 | val_loss: 0.0312351 | Time: 2296.42 ms [2022-03-17 20:05:16 main:574] : INFO : Epoch 1746 | loss: 0.0312393 | val_loss: 0.0312352 | Time: 2228.5 ms [2022-03-17 20:05:19 main:574] : INFO : Epoch 1747 | loss: 0.0312391 | val_loss: 0.0312347 | Time: 2475.03 ms [2022-03-17 20:05:21 main:574] : INFO : Epoch 1748 | loss: 0.031239 | val_loss: 0.0312352 | Time: 2499.52 ms [2022-03-17 20:05:23 main:574] : INFO : Epoch 1749 | loss: 0.0312394 | val_loss: 0.0312353 | Time: 2025.72 ms [2022-03-17 20:05:26 main:574] : INFO : Epoch 1750 | loss: 0.0312392 | val_loss: 0.0312356 | Time: 2640.1 ms [2022-03-17 20:05:28 main:574] : INFO : Epoch 1751 | loss: 0.0312392 | val_loss: 0.031235 | Time: 2425.23 ms [2022-03-17 20:05:31 main:574] : INFO : Epoch 1752 | loss: 0.031239 | val_loss: 0.0312357 | Time: 2802.79 ms [2022-03-17 20:05:33 main:574] : INFO : Epoch 1753 | loss: 0.0312397 | val_loss: 0.0312358 | Time: 2504.17 ms [2022-03-17 20:05:36 main:574] : INFO : Epoch 1754 | loss: 0.0312406 | val_loss: 0.0312353 | Time: 2274.43 ms [2022-03-17 20:05:38 main:574] : INFO : Epoch 1755 | loss: 0.0312395 | val_loss: 0.0312376 | Time: 2357.58 ms [2022-03-17 20:05:41 main:574] : INFO : Epoch 1756 | loss: 0.0312397 | val_loss: 0.0312353 | Time: 2566.1 ms [2022-03-17 20:05:43 main:574] : INFO : Epoch 1757 | loss: 0.0312391 | val_loss: 0.0312356 | Time: 2558.97 ms [2022-03-17 20:05:46 main:574] : INFO : Epoch 1758 | loss: 0.0312396 | val_loss: 0.0312349 | Time: 2624.67 ms [2022-03-17 20:05:48 main:574] : INFO : Epoch 1759 | loss: 0.0312395 | val_loss: 0.031235 | Time: 2367.89 ms [2022-03-17 20:05:51 main:574] : INFO : Epoch 1760 | loss: 0.0312397 | val_loss: 0.0312354 | Time: 2678.69 ms [2022-03-17 20:05:53 main:574] : INFO : Epoch 1761 | loss: 0.0312396 | val_loss: 0.0312361 | Time: 2204.39 ms [2022-03-17 20:05:56 main:574] : INFO : Epoch 1762 | loss: 0.0312392 | val_loss: 0.0312363 | Time: 3020.56 ms [2022-03-17 20:05:59 main:574] : INFO : Epoch 1763 | loss: 0.03124 | val_loss: 0.0312363 | Time: 2757.39 ms [2022-03-17 20:06:02 main:574] : INFO : Epoch 1764 | loss: 0.0312398 | val_loss: 0.0312361 | Time: 2680.03 ms [2022-03-17 20:06:04 main:574] : INFO : Epoch 1765 | loss: 0.0312394 | val_loss: 0.0312348 | Time: 2188.97 ms [2022-03-17 20:06:06 main:574] : INFO : Epoch 1766 | loss: 0.0312393 | val_loss: 0.0312371 | Time: 1968.3 ms [2022-03-17 20:06:08 main:574] : INFO : Epoch 1767 | loss: 0.0312396 | val_loss: 0.0312349 | Time: 2273.17 ms [2022-03-17 20:06:10 main:574] : INFO : Epoch 1768 | loss: 0.0312391 | val_loss: 0.0312348 | Time: 2331.82 ms [2022-03-17 20:06:13 main:574] : INFO : Epoch 1769 | loss: 0.0312392 | val_loss: 0.0312357 | Time: 2280.85 ms [2022-03-17 20:06:16 main:574] : INFO : Epoch 1770 | loss: 0.0312395 | val_loss: 0.0312349 | Time: 2965.34 ms [2022-03-17 20:06:18 main:574] : INFO : Epoch 1771 | loss: 0.0312393 | val_loss: 0.031235 | Time: 2459.25 ms [2022-03-17 20:06:21 main:574] : INFO : Epoch 1772 | loss: 0.0312401 | val_loss: 0.0312352 | Time: 2454.64 ms [2022-03-17 20:06:23 main:574] : INFO : Epoch 1773 | loss: 0.0312407 | val_loss: 0.0312364 | Time: 2525.61 ms [2022-03-17 20:06:25 main:574] : INFO : Epoch 1774 | loss: 0.0312399 | val_loss: 0.0312351 | Time: 2208.32 ms [2022-03-17 20:06:28 main:574] : INFO : Epoch 1775 | loss: 0.0312397 | val_loss: 0.0312365 | Time: 2305.74 ms [2022-03-17 20:06:30 main:574] : INFO : Epoch 1776 | loss: 0.0312396 | val_loss: 0.0312353 | Time: 2681.09 ms [2022-03-17 20:06:32 main:574] : INFO : Epoch 1777 | loss: 0.0312394 | val_loss: 0.0312352 | Time: 2246.96 ms [2022-03-17 20:06:35 main:574] : INFO : Epoch 1778 | loss: 0.0312394 | val_loss: 0.0312347 | Time: 2678.66 ms [2022-03-17 20:06:38 main:574] : INFO : Epoch 1779 | loss: 0.0312394 | val_loss: 0.0312352 | Time: 2936.9 ms [2022-03-17 20:06:40 main:574] : INFO : Epoch 1780 | loss: 0.0312395 | val_loss: 0.0312348 | Time: 2270.3 ms [2022-03-17 20:06:43 main:574] : INFO : Epoch 1781 | loss: 0.0312392 | val_loss: 0.0312365 | Time: 2289.05 ms [2022-03-17 20:06:45 main:574] : INFO : Epoch 1782 | loss: 0.0312393 | val_loss: 0.0312351 | Time: 2314.91 ms [2022-03-17 20:06:47 main:574] : INFO : Epoch 1783 | loss: 0.0312398 | val_loss: 0.0312354 | Time: 2430.46 ms [2022-03-17 20:06:50 main:574] : INFO : Epoch 1784 | loss: 0.0312401 | val_loss: 0.0312356 | Time: 2575.6 ms [2022-03-17 20:06:53 main:574] : INFO : Epoch 1785 | loss: 0.0312398 | val_loss: 0.0312385 | Time: 2771.08 ms [2022-03-17 20:06:56 main:574] : INFO : Epoch 1786 | loss: 0.0312403 | val_loss: 0.0312356 | Time: 2746.02 ms [2022-03-17 20:06:58 main:574] : INFO : Epoch 1787 | loss: 0.0312399 | val_loss: 0.0312356 | Time: 2507.46 ms [2022-03-17 20:07:00 main:574] : INFO : Epoch 1788 | loss: 0.0312393 | val_loss: 0.0312356 | Time: 2220.74 ms [2022-03-17 20:07:03 main:574] : INFO : Epoch 1789 | loss: 0.0312394 | val_loss: 0.0312358 | Time: 2279.16 ms [2022-03-17 20:07:05 main:574] : INFO : Epoch 1790 | loss: 0.0312398 | val_loss: 0.0312367 | Time: 2739.45 ms [2022-03-17 20:07:08 main:574] : INFO : Epoch 1791 | loss: 0.0312396 | val_loss: 0.0312351 | Time: 2766.47 ms [2022-03-17 20:07:11 main:574] : INFO : Epoch 1792 | loss: 0.0312394 | val_loss: 0.0312377 | Time: 2663.7 ms [2022-03-17 20:07:14 main:574] : INFO : Epoch 1793 | loss: 0.0312398 | val_loss: 0.0312346 | Time: 2868.85 ms [2022-03-17 20:07:16 main:574] : INFO : Epoch 1794 | loss: 0.0312394 | val_loss: 0.0312353 | Time: 2198.25 ms [2022-03-17 20:07:18 main:574] : INFO : Epoch 1795 | loss: 0.0312392 | val_loss: 0.0312347 | Time: 2543.24 ms [2022-03-17 20:07:20 main:574] : INFO : Epoch 1796 | loss: 0.0312389 | val_loss: 0.0312348 | Time: 1986.32 ms [2022-03-17 20:07:23 main:574] : INFO : Epoch 1797 | loss: 0.0312398 | val_loss: 0.0312371 | Time: 2486.22 ms [2022-03-17 20:07:25 main:574] : INFO : Epoch 1798 | loss: 0.0312394 | val_loss: 0.0312361 | Time: 2408.47 ms [2022-03-17 20:07:28 main:574] : INFO : Epoch 1799 | loss: 0.0312401 | val_loss: 0.0312347 | Time: 2502.2 ms [2022-03-17 20:07:30 main:574] : INFO : Epoch 1800 | loss: 0.0312395 | val_loss: 0.031235 | Time: 2606.82 ms [2022-03-17 20:07:33 main:574] : INFO : Epoch 1801 | loss: 0.0312398 | val_loss: 0.0312367 | Time: 2333.74 ms [2022-03-17 20:07:35 main:574] : INFO : Epoch 1802 | loss: 0.0312394 | val_loss: 0.0312357 | Time: 2329.33 ms [2022-03-17 20:07:38 main:574] : INFO : Epoch 1803 | loss: 0.0312395 | val_loss: 0.0312351 | Time: 2842.57 ms [2022-03-17 20:07:40 main:574] : INFO : Epoch 1804 | loss: 0.0312393 | val_loss: 0.0312349 | Time: 2153.24 ms [2022-03-17 20:07:43 main:574] : INFO : Epoch 1805 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2759.14 ms [2022-03-17 20:07:45 main:574] : INFO : Epoch 1806 | loss: 0.0312393 | val_loss: 0.0312356 | Time: 2503.15 ms [2022-03-17 20:07:48 main:574] : INFO : Epoch 1807 | loss: 0.0312403 | val_loss: 0.0312348 | Time: 2377.6 ms [2022-03-17 20:07:50 main:574] : INFO : Epoch 1808 | loss: 0.0312393 | val_loss: 0.0312366 | Time: 2652.73 ms [2022-03-17 20:07:53 main:574] : INFO : Epoch 1809 | loss: 0.0312403 | val_loss: 0.0312346 | Time: 2542.21 ms [2022-03-17 20:07:55 main:574] : INFO : Epoch 1810 | loss: 0.0312395 | val_loss: 0.0312396 | Time: 2433.75 ms [2022-03-17 20:07:58 main:574] : INFO : Epoch 1811 | loss: 0.0312401 | val_loss: 0.031235 | Time: 2392.3 ms [2022-03-17 20:08:00 main:574] : INFO : Epoch 1812 | loss: 0.03124 | val_loss: 0.0312348 | Time: 2308.62 ms [2022-03-17 20:08:03 main:574] : INFO : Epoch 1813 | loss: 0.0312396 | val_loss: 0.0312349 | Time: 2663.77 ms [2022-03-17 20:08:05 main:574] : INFO : Epoch 1814 | loss: 0.0312398 | val_loss: 0.0312357 | Time: 2601.65 ms [2022-03-17 20:08:08 main:574] : INFO : Epoch 1815 | loss: 0.0312394 | val_loss: 0.0312349 | Time: 2468.98 ms [2022-03-17 20:08:10 main:574] : INFO : Epoch 1816 | loss: 0.0312396 | val_loss: 0.0312352 | Time: 2267.17 ms [2022-03-17 20:08:13 main:574] : INFO : Epoch 1817 | loss: 0.0312394 | val_loss: 0.0312349 | Time: 2835.14 ms [2022-03-17 20:08:16 main:574] : INFO : Epoch 1818 | loss: 0.0312395 | val_loss: 0.0312387 | Time: 2836.24 ms [2022-03-17 20:08:18 main:574] : INFO : Epoch 1819 | loss: 0.0312401 | val_loss: 0.0312349 | Time: 2424.16 ms [2022-03-17 20:08:21 main:574] : INFO : Epoch 1820 | loss: 0.0312392 | val_loss: 0.0312349 | Time: 2883.82 ms [2022-03-17 20:08:23 main:574] : INFO : Epoch 1821 | loss: 0.0312392 | val_loss: 0.0312357 | Time: 2321.56 ms [2022-03-17 20:08:25 main:574] : INFO : Epoch 1822 | loss: 0.0312393 | val_loss: 0.0312363 | Time: 2188.55 ms [2022-03-17 20:08:28 main:574] : INFO : Epoch 1823 | loss: 0.0312398 | val_loss: 0.0312361 | Time: 2079.79 ms [2022-03-17 20:08:30 main:574] : INFO : Epoch 1824 | loss: 0.0312397 | val_loss: 0.0312349 | Time: 2166.43 ms [2022-03-17 20:08:32 main:574] : INFO : Epoch 1825 | loss: 0.031239 | val_loss: 0.0312356 | Time: 2318.73 ms [2022-03-17 20:08:35 main:574] : INFO : Epoch 1826 | loss: 0.0312399 | val_loss: 0.0312349 | Time: 2604.3 ms [2022-03-17 20:08:37 main:574] : INFO : Epoch 1827 | loss: 0.0312406 | val_loss: 0.0312348 | Time: 2729.54 ms [2022-03-17 20:08:40 main:574] : INFO : Epoch 1828 | loss: 0.0312395 | val_loss: 0.0312371 | Time: 2113.69 ms [2022-03-17 20:08:42 main:574] : INFO : Epoch 1829 | loss: 0.03124 | val_loss: 0.0312345 | Time: 2492.52 ms [2022-03-17 20:08:44 main:574] : INFO : Epoch 1830 | loss: 0.0312393 | val_loss: 0.0312366 | Time: 2246.96 ms [2022-03-17 20:08:47 main:574] : INFO : Epoch 1831 | loss: 0.0312395 | val_loss: 0.0312348 | Time: 2593.76 ms [2022-03-17 20:08:50 main:574] : INFO : Epoch 1832 | loss: 0.0312396 | val_loss: 0.0312352 | Time: 2719.97 ms [2022-03-17 20:08:52 main:574] : INFO : Epoch 1833 | loss: 0.031239 | val_loss: 0.0312347 | Time: 2184.64 ms [2022-03-17 20:08:54 main:574] : INFO : Epoch 1834 | loss: 0.0312395 | val_loss: 0.0312364 | Time: 2064.34 ms [2022-03-17 20:08:56 main:574] : INFO : Epoch 1835 | loss: 0.0312396 | val_loss: 0.0312356 | Time: 2303.12 ms [2022-03-17 20:08:59 main:574] : INFO : Epoch 1836 | loss: 0.0312397 | val_loss: 0.0312349 | Time: 2548.76 ms [2022-03-17 20:09:01 main:574] : INFO : Epoch 1837 | loss: 0.0312396 | val_loss: 0.0312351 | Time: 2127.45 ms [2022-03-17 20:09:03 main:574] : INFO : Epoch 1838 | loss: 0.0312401 | val_loss: 0.0312353 | Time: 2608.64 ms [2022-03-17 20:09:06 main:574] : INFO : Epoch 1839 | loss: 0.0312394 | val_loss: 0.0312351 | Time: 2198.97 ms [2022-03-17 20:09:08 main:574] : INFO : Epoch 1840 | loss: 0.0312399 | val_loss: 0.0312377 | Time: 2368.92 ms [2022-03-17 20:09:10 main:574] : INFO : Epoch 1841 | loss: 0.0312407 | val_loss: 0.0312353 | Time: 2276.16 ms [2022-03-17 20:09:13 main:574] : INFO : Epoch 1842 | loss: 0.0312398 | val_loss: 0.0312357 | Time: 2345.5 ms [2022-03-17 20:09:15 main:574] : INFO : Epoch 1843 | loss: 0.0312394 | val_loss: 0.0312355 | Time: 2603.78 ms [2022-03-17 20:09:17 main:574] : INFO : Epoch 1844 | loss: 0.03124 | val_loss: 0.031235 | Time: 2233.86 ms [2022-03-17 20:09:20 main:574] : INFO : Epoch 1845 | loss: 0.03124 | val_loss: 0.0312362 | Time: 2227.04 ms [2022-03-17 20:09:22 main:574] : INFO : Epoch 1846 | loss: 0.0312395 | val_loss: 0.0312357 | Time: 2456.68 ms [2022-03-17 20:09:25 main:574] : INFO : Epoch 1847 | loss: 0.0312395 | val_loss: 0.0312355 | Time: 2355.33 ms [2022-03-17 20:09:27 main:574] : INFO : Epoch 1848 | loss: 0.0312391 | val_loss: 0.0312353 | Time: 2425.39 ms [2022-03-17 20:09:29 main:574] : INFO : Epoch 1849 | loss: 0.0312397 | val_loss: 0.0312348 | Time: 2054.21 ms [2022-03-17 20:09:31 main:574] : INFO : Epoch 1850 | loss: 0.0312421 | val_loss: 0.0312357 | Time: 2224.22 ms [2022-03-17 20:09:34 main:574] : INFO : Epoch 1851 | loss: 0.0312407 | val_loss: 0.0312352 | Time: 2372.17 ms [2022-03-17 20:09:36 main:574] : INFO : Epoch 1852 | loss: 0.0312403 | val_loss: 0.0312372 | Time: 2761.1 ms [2022-03-17 20:09:39 main:574] : INFO : Epoch 1853 | loss: 0.0312401 | val_loss: 0.0312367 | Time: 2577.69 ms [2022-03-17 20:09:42 main:574] : INFO : Epoch 1854 | loss: 0.0312397 | val_loss: 0.0312366 | Time: 2567.81 ms [2022-03-17 20:09:43 main:574] : INFO : Epoch 1855 | loss: 0.0312401 | val_loss: 0.0312347 | Time: 1976.82 ms [2022-03-17 20:09:46 main:574] : INFO : Epoch 1856 | loss: 0.0312402 | val_loss: 0.031235 | Time: 2305.62 ms [2022-03-17 20:09:48 main:574] : INFO : Epoch 1857 | loss: 0.0312394 | val_loss: 0.0312357 | Time: 2594.05 ms [2022-03-17 20:09:51 main:574] : INFO : Epoch 1858 | loss: 0.0312393 | val_loss: 0.0312362 | Time: 2467.16 ms [2022-03-17 20:09:53 main:574] : INFO : Epoch 1859 | loss: 0.0312396 | val_loss: 0.0312371 | Time: 2456.78 ms [2022-03-17 20:09:56 main:574] : INFO : Epoch 1860 | loss: 0.0312395 | val_loss: 0.031235 | Time: 2422.1 ms [2022-03-17 20:09:59 main:574] : INFO : Epoch 1861 | loss: 0.0312394 | val_loss: 0.0312379 | Time: 2885.82 ms [2022-03-17 20:10:01 main:574] : INFO : Epoch 1862 | loss: 0.0312404 | val_loss: 0.0312372 | Time: 2268.48 ms [2022-03-17 20:10:04 main:574] : INFO : Epoch 1863 | loss: 0.0312405 | val_loss: 0.0312363 | Time: 2634.48 ms [2022-03-17 20:10:06 main:574] : INFO : Epoch 1864 | loss: 0.0312398 | val_loss: 0.0312349 | Time: 2934.1 ms [2022-03-17 20:10:09 main:574] : INFO : Epoch 1865 | loss: 0.0312395 | val_loss: 0.0312364 | Time: 2384.37 ms [2022-03-17 20:10:11 main:574] : INFO : Epoch 1866 | loss: 0.0312395 | val_loss: 0.0312351 | Time: 2462.41 ms [2022-03-17 20:10:14 main:574] : INFO : Epoch 1867 | loss: 0.0312393 | val_loss: 0.0312391 | Time: 2396.78 ms [2022-03-17 20:10:16 main:574] : INFO : Epoch 1868 | loss: 0.0312401 | val_loss: 0.0312346 | Time: 2296.96 ms [2022-03-17 20:10:19 main:574] : INFO : Epoch 1869 | loss: 0.0312399 | val_loss: 0.0312352 | Time: 2607.84 ms [2022-03-17 20:10:21 main:574] : INFO : Epoch 1870 | loss: 0.0312391 | val_loss: 0.0312346 | Time: 2468.24 ms [2022-03-17 20:10:23 main:574] : INFO : Epoch 1871 | loss: 0.0312397 | val_loss: 0.0312355 | Time: 2323.03 ms [2022-03-17 20:10:26 main:574] : INFO : Epoch 1872 | loss: 0.031239 | val_loss: 0.031235 | Time: 2431.42 ms [2022-03-17 20:10:28 main:574] : INFO : Epoch 1873 | loss: 0.0312391 | val_loss: 0.031235 | Time: 2346.8 ms [2022-03-17 20:10:31 main:574] : INFO : Epoch 1874 | loss: 0.0312391 | val_loss: 0.0312371 | Time: 2558.95 ms [2022-03-17 20:10:33 main:574] : INFO : Epoch 1875 | loss: 0.0312408 | val_loss: 0.0312354 | Time: 2559.58 ms [2022-03-17 20:10:36 main:574] : INFO : Epoch 1876 | loss: 0.0312404 | val_loss: 0.0312348 | Time: 2426.11 ms [2022-03-17 20:10:38 main:574] : INFO : Epoch 1877 | loss: 0.0312405 | val_loss: 0.0312376 | Time: 2503.71 ms [2022-03-17 20:10:41 main:574] : INFO : Epoch 1878 | loss: 0.0312399 | val_loss: 0.0312347 | Time: 2486.87 ms [2022-03-17 20:10:43 main:574] : INFO : Epoch 1879 | loss: 0.0312405 | val_loss: 0.0312352 | Time: 2180.56 ms [2022-03-17 20:10:46 main:574] : INFO : Epoch 1880 | loss: 0.0312393 | val_loss: 0.0312348 | Time: 2634.08 ms [2022-03-17 20:10:48 main:574] : INFO : Epoch 1881 | loss: 0.0312397 | val_loss: 0.0312376 | Time: 2719.78 ms [2022-03-17 20:10:51 main:574] : INFO : Epoch 1882 | loss: 0.0312397 | val_loss: 0.031235 | Time: 2353.06 ms [2022-03-17 20:10:53 main:574] : INFO : Epoch 1883 | loss: 0.0312395 | val_loss: 0.031235 | Time: 2415.74 ms [2022-03-17 20:10:55 main:574] : INFO : Epoch 1884 | loss: 0.0312395 | val_loss: 0.0312355 | Time: 2228.66 ms [2022-03-17 20:10:57 main:574] : INFO : Epoch 1885 | loss: 0.0312398 | val_loss: 0.0312351 | Time: 2129.38 ms [2022-03-17 20:11:00 main:574] : INFO : Epoch 1886 | loss: 0.0312397 | val_loss: 0.0312349 | Time: 2698.13 ms [2022-03-17 20:11:02 main:574] : INFO : Epoch 1887 | loss: 0.0312391 | val_loss: 0.0312348 | Time: 2271.32 ms [2022-03-17 20:11:05 main:574] : INFO : Epoch 1888 | loss: 0.0312398 | val_loss: 0.0312357 | Time: 2724.62 ms [2022-03-17 20:11:08 main:574] : INFO : Epoch 1889 | loss: 0.0312399 | val_loss: 0.0312355 | Time: 2758.38 ms [2022-03-17 20:11:10 main:574] : INFO : Epoch 1890 | loss: 0.0312396 | val_loss: 0.0312362 | Time: 2411.04 ms [2022-03-17 20:11:13 main:574] : INFO : Epoch 1891 | loss: 0.0312401 | val_loss: 0.0312349 | Time: 2789.9 ms [2022-03-17 20:11:16 main:574] : INFO : Epoch 1892 | loss: 0.0312406 | val_loss: 0.0312353 | Time: 2575.85 ms [2022-03-17 20:11:19 main:574] : INFO : Epoch 1893 | loss: 0.0312403 | val_loss: 0.0312373 | Time: 2943.61 ms [2022-03-17 20:11:21 main:574] : INFO : Epoch 1894 | loss: 0.0312401 | val_loss: 0.0312354 | Time: 2211.89 ms [2022-03-17 20:11:23 main:574] : INFO : Epoch 1895 | loss: 0.031241 | val_loss: 0.0312383 | Time: 2087.2 ms [2022-03-17 20:11:25 main:574] : INFO : Epoch 1896 | loss: 0.0312403 | val_loss: 0.0312366 | Time: 2318.91 ms [2022-03-17 20:11:28 main:574] : INFO : Epoch 1897 | loss: 0.0312396 | val_loss: 0.0312349 | Time: 2728.76 ms [2022-03-17 20:11:31 main:574] : INFO : Epoch 1898 | loss: 0.0312403 | val_loss: 0.0312347 | Time: 2550.85 ms [2022-03-17 20:11:34 main:574] : INFO : Epoch 1899 | loss: 0.0312414 | val_loss: 0.0312348 | Time: 2984.25 ms [2022-03-17 20:11:36 main:574] : INFO : Epoch 1900 | loss: 0.0312394 | val_loss: 0.0312348 | Time: 2322.98 ms [2022-03-17 20:11:38 main:574] : INFO : Epoch 1901 | loss: 0.0312398 | val_loss: 0.0312364 | Time: 2434.4 ms [2022-03-17 20:11:41 main:574] : INFO : Epoch 1902 | loss: 0.0312393 | val_loss: 0.0312357 | Time: 2252.91 ms [2022-03-17 20:11:43 main:574] : INFO : Epoch 1903 | loss: 0.0312393 | val_loss: 0.0312367 | Time: 2403.86 ms [2022-03-17 20:11:45 main:574] : INFO : Epoch 1904 | loss: 0.03124 | val_loss: 0.0312354 | Time: 2556.88 ms [2022-03-17 20:11:48 main:574] : INFO : Epoch 1905 | loss: 0.0312398 | val_loss: 0.0312348 | Time: 2347.06 ms [2022-03-17 20:11:50 main:574] : INFO : Epoch 1906 | loss: 0.0312393 | val_loss: 0.0312348 | Time: 2320.7 ms [2022-03-17 20:11:53 main:574] : INFO : Epoch 1907 | loss: 0.0312391 | val_loss: 0.0312351 | Time: 2731.68 ms [2022-03-17 20:11:55 main:574] : INFO : Epoch 1908 | loss: 0.0312392 | val_loss: 0.0312374 | Time: 2346.88 ms [2022-03-17 20:11:58 main:574] : INFO : Epoch 1909 | loss: 0.0312396 | val_loss: 0.0312347 | Time: 2323.38 ms [2022-03-17 20:12:00 main:574] : INFO : Epoch 1910 | loss: 0.0312392 | val_loss: 0.0312359 | Time: 2354.71 ms [2022-03-17 20:12:02 main:574] : INFO : Epoch 1911 | loss: 0.0312394 | val_loss: 0.0312355 | Time: 2393.37 ms [2022-03-17 20:12:05 main:574] : INFO : Epoch 1912 | loss: 0.0312404 | val_loss: 0.0312356 | Time: 2211.39 ms [2022-03-17 20:12:07 main:574] : INFO : Epoch 1913 | loss: 0.0312394 | val_loss: 0.0312356 | Time: 2276.62 ms [2022-03-17 20:12:09 main:574] : INFO : Epoch 1914 | loss: 0.0312412 | val_loss: 0.0312405 | Time: 2370.18 ms [2022-03-17 20:12:12 main:574] : INFO : Epoch 1915 | loss: 0.0312405 | val_loss: 0.0312355 | Time: 2442.61 ms [2022-03-17 20:12:14 main:574] : INFO : Epoch 1916 | loss: 0.0312393 | val_loss: 0.0312366 | Time: 2514.03 ms [2022-03-17 20:12:16 main:574] : INFO : Epoch 1917 | loss: 0.0312392 | val_loss: 0.0312369 | Time: 2108.48 ms [2022-03-17 20:12:19 main:574] : INFO : Epoch 1918 | loss: 0.0312401 | val_loss: 0.0312376 | Time: 2336.65 ms [2022-03-17 20:12:21 main:574] : INFO : Epoch 1919 | loss: 0.0312397 | val_loss: 0.0312361 | Time: 2059.08 ms [2022-03-17 20:12:23 main:574] : INFO : Epoch 1920 | loss: 0.0312396 | val_loss: 0.031235 | Time: 2823.09 ms [2022-03-17 20:12:26 main:574] : INFO : Epoch 1921 | loss: 0.031239 | val_loss: 0.0312353 | Time: 2499.75 ms [2022-03-17 20:12:28 main:574] : INFO : Epoch 1922 | loss: 0.0312396 | val_loss: 0.0312356 | Time: 2386.49 ms [2022-03-17 20:12:31 main:574] : INFO : Epoch 1923 | loss: 0.0312414 | val_loss: 0.0312403 | Time: 2379.17 ms [2022-03-17 20:12:33 main:574] : INFO : Epoch 1924 | loss: 0.0312418 | val_loss: 0.0312346 | Time: 2208.53 ms [2022-03-17 20:12:35 main:574] : INFO : Epoch 1925 | loss: 0.0312396 | val_loss: 0.031235 | Time: 2493.41 ms [2022-03-17 20:12:38 main:574] : INFO : Epoch 1926 | loss: 0.031242 | val_loss: 0.0312396 | Time: 2365.09 ms [2022-03-17 20:12:40 main:574] : INFO : Epoch 1927 | loss: 0.0312419 | val_loss: 0.0312429 | Time: 2410.25 ms [2022-03-17 20:12:43 main:574] : INFO : Epoch 1928 | loss: 0.031242 | val_loss: 0.0312372 | Time: 2508.9 ms [2022-03-17 20:12:45 main:574] : INFO : Epoch 1929 | loss: 0.0312419 | val_loss: 0.0312356 | Time: 2341.74 ms [2022-03-17 20:12:48 main:574] : INFO : Epoch 1930 | loss: 0.0312399 | val_loss: 0.0312352 | Time: 2526.84 ms [2022-03-17 20:12:50 main:574] : INFO : Epoch 1931 | loss: 0.0312396 | val_loss: 0.031235 | Time: 2617.25 ms [2022-03-17 20:12:53 main:574] : INFO : Epoch 1932 | loss: 0.031241 | val_loss: 0.031237 | Time: 2528.35 ms [2022-03-17 20:12:55 main:574] : INFO : Epoch 1933 | loss: 0.0312399 | val_loss: 0.0312348 | Time: 2572.39 ms [2022-03-17 20:12:58 main:574] : INFO : Epoch 1934 | loss: 0.0312397 | val_loss: 0.0312355 | Time: 2614.31 ms [2022-03-17 20:13:00 main:574] : INFO : Epoch 1935 | loss: 0.0312401 | val_loss: 0.031235 | Time: 2271.23 ms [2022-03-17 20:13:03 main:574] : INFO : Epoch 1936 | loss: 0.0312395 | val_loss: 0.0312367 | Time: 2404.26 ms [2022-03-17 20:13:05 main:574] : INFO : Epoch 1937 | loss: 0.0312399 | val_loss: 0.0312361 | Time: 2544.91 ms [2022-03-17 20:13:08 main:574] : INFO : Epoch 1938 | loss: 0.0312403 | val_loss: 0.0312353 | Time: 2312.34 ms [2022-03-17 20:13:10 main:574] : INFO : Epoch 1939 | loss: 0.0312395 | val_loss: 0.0312351 | Time: 2437.47 ms [2022-03-17 20:13:12 main:574] : INFO : Epoch 1940 | loss: 0.0312392 | val_loss: 0.0312346 | Time: 2187.88 ms [2022-03-17 20:13:15 main:574] : INFO : Epoch 1941 | loss: 0.0312397 | val_loss: 0.0312345 | Time: 2903.2 ms [2022-03-17 20:13:17 main:574] : INFO : Epoch 1942 | loss: 0.0312395 | val_loss: 0.0312395 | Time: 2239.64 ms [2022-03-17 20:13:20 main:574] : INFO : Epoch 1943 | loss: 0.0312401 | val_loss: 0.0312355 | Time: 2450.29 ms [2022-03-17 20:13:22 main:574] : INFO : Epoch 1944 | loss: 0.0312394 | val_loss: 0.0312353 | Time: 2380.59 ms [2022-03-17 20:13:25 main:574] : INFO : Epoch 1945 | loss: 0.0312401 | val_loss: 0.0312396 | Time: 2550.47 ms [2022-03-17 20:13:27 main:574] : INFO : Epoch 1946 | loss: 0.0312409 | val_loss: 0.0312367 | Time: 2660.97 ms [2022-03-17 20:13:30 main:574] : INFO : Epoch 1947 | loss: 0.0312396 | val_loss: 0.0312353 | Time: 2484.05 ms [2022-03-17 20:13:32 main:574] : INFO : Epoch 1948 | loss: 0.0312391 | val_loss: 0.031236 | Time: 2023.43 ms [2022-03-17 20:13:34 main:574] : INFO : Epoch 1949 | loss: 0.0312393 | val_loss: 0.031235 | Time: 2508.08 ms [2022-03-17 20:13:37 main:574] : INFO : Epoch 1950 | loss: 0.0312391 | val_loss: 0.0312348 | Time: 2283.62 ms [2022-03-17 20:13:39 main:574] : INFO : Epoch 1951 | loss: 0.0312393 | val_loss: 0.031235 | Time: 2434.41 ms [2022-03-17 20:13:41 main:574] : INFO : Epoch 1952 | loss: 0.0312403 | val_loss: 0.031236 | Time: 2100.05 ms [2022-03-17 20:13:44 main:574] : INFO : Epoch 1953 | loss: 0.0312398 | val_loss: 0.0312349 | Time: 2314.65 ms [2022-03-17 20:13:46 main:574] : INFO : Epoch 1954 | loss: 0.0312393 | val_loss: 0.0312359 | Time: 2319.13 ms [2022-03-17 20:13:49 main:574] : INFO : Epoch 1955 | loss: 0.0312404 | val_loss: 0.0312346 | Time: 2842.14 ms [2022-03-17 20:13:51 main:574] : INFO : Epoch 1956 | loss: 0.0312396 | val_loss: 0.031235 | Time: 2372.58 ms [2022-03-17 20:13:53 main:574] : INFO : Epoch 1957 | loss: 0.0312398 | val_loss: 0.0312351 | Time: 2150.46 ms [2022-03-17 20:13:56 main:574] : INFO : Epoch 1958 | loss: 0.031239 | val_loss: 0.0312347 | Time: 2406.99 ms [2022-03-17 20:13:58 main:574] : INFO : Epoch 1959 | loss: 0.031239 | val_loss: 0.0312345 | Time: 2473.77 ms [2022-03-17 20:14:00 main:574] : INFO : Epoch 1960 | loss: 0.0312392 | val_loss: 0.0312346 | Time: 2276.18 ms [2022-03-17 20:14:03 main:574] : INFO : Epoch 1961 | loss: 0.0312392 | val_loss: 0.0312358 | Time: 2384.9 ms [2022-03-17 20:14:05 main:574] : INFO : Epoch 1962 | loss: 0.0312406 | val_loss: 0.0312367 | Time: 2497.26 ms [2022-03-17 20:14:07 main:574] : INFO : Epoch 1963 | loss: 0.0312396 | val_loss: 0.0312367 | Time: 2136.57 ms [2022-03-17 20:14:10 main:574] : INFO : Epoch 1964 | loss: 0.0312399 | val_loss: 0.0312346 | Time: 2192.94 ms [2022-03-17 20:14:12 main:574] : INFO : Epoch 1965 | loss: 0.031239 | val_loss: 0.0312357 | Time: 2580.91 ms [2022-03-17 20:14:15 main:574] : INFO : Epoch 1966 | loss: 0.0312391 | val_loss: 0.0312351 | Time: 2824.43 ms [2022-03-17 20:14:17 main:574] : INFO : Epoch 1967 | loss: 0.0312393 | val_loss: 0.031235 | Time: 2441.96 ms [2022-03-17 20:14:20 main:574] : INFO : Epoch 1968 | loss: 0.0312392 | val_loss: 0.0312351 | Time: 2626.27 ms [2022-03-17 20:14:23 main:574] : INFO : Epoch 1969 | loss: 0.0312407 | val_loss: 0.0312354 | Time: 2550.04 ms [2022-03-17 20:14:25 main:574] : INFO : Epoch 1970 | loss: 0.0312404 | val_loss: 0.0312371 | Time: 2164.59 ms [2022-03-17 20:14:27 main:574] : INFO : Epoch 1971 | loss: 0.0312396 | val_loss: 0.0312353 | Time: 2086.69 ms [2022-03-17 20:14:29 main:574] : INFO : Epoch 1972 | loss: 0.0312393 | val_loss: 0.0312346 | Time: 2340.3 ms [2022-03-17 20:14:32 main:574] : INFO : Epoch 1973 | loss: 0.031239 | val_loss: 0.0312354 | Time: 2409.72 ms [2022-03-17 20:14:34 main:574] : INFO : Epoch 1974 | loss: 0.0312391 | val_loss: 0.031235 | Time: 2628.97 ms [2022-03-17 20:14:37 main:574] : INFO : Epoch 1975 | loss: 0.0312397 | val_loss: 0.0312376 | Time: 2594.31 ms [2022-03-17 20:14:39 main:574] : INFO : Epoch 1976 | loss: 0.0312401 | val_loss: 0.0312359 | Time: 2443.99 ms [2022-03-17 20:14:42 main:574] : INFO : Epoch 1977 | loss: 0.031239 | val_loss: 0.0312356 | Time: 2477.3 ms [2022-03-17 20:14:44 main:574] : INFO : Epoch 1978 | loss: 0.0312393 | val_loss: 0.0312355 | Time: 2469.45 ms [2022-03-17 20:14:47 main:574] : INFO : Epoch 1979 | loss: 0.0312392 | val_loss: 0.0312351 | Time: 2481.95 ms [2022-03-17 20:14:49 main:574] : INFO : Epoch 1980 | loss: 0.0312392 | val_loss: 0.0312351 | Time: 2733.09 ms [2022-03-17 20:14:52 main:574] : INFO : Epoch 1981 | loss: 0.0312399 | val_loss: 0.0312345 | Time: 2608.49 ms [2022-03-17 20:14:54 main:574] : INFO : Epoch 1982 | loss: 0.0312393 | val_loss: 0.0312349 | Time: 2389.18 ms [2022-03-17 20:14:57 main:574] : INFO : Epoch 1983 | loss: 0.0312393 | val_loss: 0.0312361 | Time: 2407 ms [2022-03-17 20:15:00 main:574] : INFO : Epoch 1984 | loss: 0.0312392 | val_loss: 0.0312352 | Time: 2826.03 ms [2022-03-17 20:15:02 main:574] : INFO : Epoch 1985 | loss: 0.0312404 | val_loss: 0.0312356 | Time: 2405.2 ms [2022-03-17 20:15:05 main:574] : INFO : Epoch 1986 | loss: 0.0312394 | val_loss: 0.0312367 | Time: 2851.29 ms [2022-03-17 20:15:07 main:574] : INFO : Epoch 1987 | loss: 0.0312394 | val_loss: 0.0312351 | Time: 2361.86 ms [2022-03-17 20:15:10 main:574] : INFO : Epoch 1988 | loss: 0.0312393 | val_loss: 0.031235 | Time: 2244.29 ms [2022-03-17 20:15:12 main:574] : INFO : Epoch 1989 | loss: 0.0312395 | val_loss: 0.0312351 | Time: 2581.42 ms [2022-03-17 20:15:15 main:574] : INFO : Epoch 1990 | loss: 0.0312401 | val_loss: 0.0312354 | Time: 2743.51 ms [2022-03-17 20:15:17 main:574] : INFO : Epoch 1991 | loss: 0.0312402 | val_loss: 0.0312358 | Time: 2544.77 ms [2022-03-17 20:15:20 main:574] : INFO : Epoch 1992 | loss: 0.03124 | val_loss: 0.03124 | Time: 2203.88 ms [2022-03-17 20:15:22 main:574] : INFO : Epoch 1993 | loss: 0.0312402 | val_loss: 0.031235 | Time: 2325.22 ms [2022-03-17 20:15:24 main:574] : INFO : Epoch 1994 | loss: 0.0312398 | val_loss: 0.0312347 | Time: 2296.76 ms [2022-03-17 20:15:27 main:574] : INFO : Epoch 1995 | loss: 0.0312393 | val_loss: 0.031235 | Time: 2750.19 ms [2022-03-17 20:15:30 main:574] : INFO : Epoch 1996 | loss: 0.0312405 | val_loss: 0.0312354 | Time: 2595.92 ms [2022-03-17 20:15:32 main:574] : INFO : Epoch 1997 | loss: 0.0312397 | val_loss: 0.0312353 | Time: 2383.43 ms [2022-03-17 20:15:34 main:574] : INFO : Epoch 1998 | loss: 0.0312404 | val_loss: 0.0312359 | Time: 2110.42 ms [2022-03-17 20:15:36 main:574] : INFO : Epoch 1999 | loss: 0.0312421 | val_loss: 0.0312372 | Time: 2348.12 ms [2022-03-17 20:15:39 main:574] : INFO : Epoch 2000 | loss: 0.0312403 | val_loss: 0.0312352 | Time: 2546.5 ms [2022-03-17 20:15:42 main:574] : INFO : Epoch 2001 | loss: 0.0312396 | val_loss: 0.0312347 | Time: 2483.54 ms [2022-03-17 20:15:44 main:574] : INFO : Epoch 2002 | loss: 0.0312395 | val_loss: 0.0312358 | Time: 2686.77 ms [2022-03-17 20:15:47 main:574] : INFO : Epoch 2003 | loss: 0.0312408 | val_loss: 0.0312363 | Time: 2418.35 ms [2022-03-17 20:15:49 main:574] : INFO : Epoch 2004 | loss: 0.0312403 | val_loss: 0.0312382 | Time: 2034.91 ms [2022-03-17 20:15:51 main:574] : INFO : Epoch 2005 | loss: 0.03124 | val_loss: 0.0312359 | Time: 2176.63 ms [2022-03-17 20:15:53 main:574] : INFO : Epoch 2006 | loss: 0.031242 | val_loss: 0.0312451 | Time: 2539.35 ms [2022-03-17 20:15:56 main:574] : INFO : Epoch 2007 | loss: 0.0312418 | val_loss: 0.0312346 | Time: 2146.34 ms [2022-03-17 20:15:58 main:574] : INFO : Epoch 2008 | loss: 0.0312404 | val_loss: 0.0312367 | Time: 2458.68 ms [2022-03-17 20:16:01 main:574] : INFO : Epoch 2009 | loss: 0.0312416 | val_loss: 0.0312432 | Time: 2885.88 ms [2022-03-17 20:16:03 main:574] : INFO : Epoch 2010 | loss: 0.0312428 | val_loss: 0.031237 | Time: 2420.46 ms [2022-03-17 20:16:06 main:574] : INFO : Epoch 2011 | loss: 0.0312431 | val_loss: 0.031237 | Time: 2969.7 ms [2022-03-17 20:16:09 main:574] : INFO : Epoch 2012 | loss: 0.031242 | val_loss: 0.031238 | Time: 2694.72 ms [2022-03-17 20:16:11 main:574] : INFO : Epoch 2013 | loss: 0.0312397 | val_loss: 0.0312353 | Time: 2502.76 ms [2022-03-17 20:16:14 main:574] : INFO : Epoch 2014 | loss: 0.0312395 | val_loss: 0.0312347 | Time: 2412.59 ms [2022-03-17 20:16:16 main:574] : INFO : Epoch 2015 | loss: 0.0312402 | val_loss: 0.0312366 | Time: 2575.49 ms [2022-03-17 20:16:19 main:574] : INFO : Epoch 2016 | loss: 0.0312397 | val_loss: 0.0312346 | Time: 2476.56 ms [2022-03-17 20:16:22 main:574] : INFO : Epoch 2017 | loss: 0.0312399 | val_loss: 0.0312407 | Time: 2908.59 ms [2022-03-17 20:16:25 main:574] : INFO : Epoch 2018 | loss: 0.0312397 | val_loss: 0.0312352 | Time: 2718.02 ms [2022-03-17 20:16:27 main:574] : INFO : Epoch 2019 | loss: 0.0312396 | val_loss: 0.0312347 | Time: 2308.57 ms [2022-03-17 20:16:30 main:574] : INFO : Epoch 2020 | loss: 0.0312394 | val_loss: 0.0312361 | Time: 2913.17 ms [2022-03-17 20:16:33 main:574] : INFO : Epoch 2021 | loss: 0.0312399 | val_loss: 0.031235 | Time: 2750.5 ms [2022-03-17 20:16:35 main:574] : INFO : Epoch 2022 | loss: 0.0312392 | val_loss: 0.0312347 | Time: 2233.35 ms [2022-03-17 20:16:38 main:574] : INFO : Epoch 2023 | loss: 0.0312398 | val_loss: 0.0312369 | Time: 2727.05 ms [2022-03-17 20:16:40 main:574] : INFO : Epoch 2024 | loss: 0.0312404 | val_loss: 0.0312359 | Time: 2274.4 ms [2022-03-17 20:16:42 main:574] : INFO : Epoch 2025 | loss: 0.0312397 | val_loss: 0.0312347 | Time: 2620.76 ms [2022-03-17 20:16:45 main:574] : INFO : Epoch 2026 | loss: 0.0312391 | val_loss: 0.0312347 | Time: 2235.53 ms [2022-03-17 20:16:47 main:574] : INFO : Epoch 2027 | loss: 0.031239 | val_loss: 0.0312347 | Time: 2719.27 ms [2022-03-17 20:16:50 main:574] : INFO : Epoch 2028 | loss: 0.0312388 | val_loss: 0.0312351 | Time: 2292.58 ms [2022-03-17 20:16:52 main:574] : INFO : Epoch 2029 | loss: 0.0312391 | val_loss: 0.031235 | Time: 2070.73 ms [2022-03-17 20:16:54 main:574] : INFO : Epoch 2030 | loss: 0.0312404 | val_loss: 0.0312353 | Time: 2451.95 ms [2022-03-17 20:16:57 main:574] : INFO : Epoch 2031 | loss: 0.0312405 | val_loss: 0.0312347 | Time: 2414.69 ms [2022-03-17 20:16:59 main:574] : INFO : Epoch 2032 | loss: 0.0312397 | val_loss: 0.0312369 | Time: 2646.28 ms [2022-03-17 20:17:02 main:574] : INFO : Epoch 2033 | loss: 0.0312396 | val_loss: 0.0312353 | Time: 2566.84 ms [2022-03-17 20:17:05 main:574] : INFO : Epoch 2034 | loss: 0.0312392 | val_loss: 0.031235 | Time: 2913.83 ms [2022-03-17 20:17:07 main:574] : INFO : Epoch 2035 | loss: 0.0312399 | val_loss: 0.0312347 | Time: 2398.96 ms [2022-03-17 20:17:09 main:574] : INFO : Epoch 2036 | loss: 0.0312394 | val_loss: 0.031236 | Time: 2108.54 ms [2022-03-17 20:17:12 main:574] : INFO : Epoch 2037 | loss: 0.0312399 | val_loss: 0.031236 | Time: 2290.06 ms [2022-03-17 20:17:14 main:574] : INFO : Epoch 2038 | loss: 0.0312397 | val_loss: 0.031235 | Time: 2207.05 ms [2022-03-17 20:17:16 main:574] : INFO : Epoch 2039 | loss: 0.0312393 | val_loss: 0.0312358 | Time: 2381.47 ms [2022-03-17 20:17:19 main:574] : INFO : Epoch 2040 | loss: 0.031239 | val_loss: 0.0312355 | Time: 2966.74 ms [2022-03-17 20:17:22 main:574] : INFO : Epoch 2041 | loss: 0.0312394 | val_loss: 0.031239 | Time: 2459.27 ms [2022-03-17 20:17:24 main:574] : INFO : Epoch 2042 | loss: 0.0312415 | val_loss: 0.0312395 | Time: 2556.79 ms [2022-03-17 20:17:26 main:574] : INFO : Epoch 2043 | loss: 0.0312402 | val_loss: 0.0312349 | Time: 2257.25 ms [2022-03-17 20:17:29 main:574] : INFO : Epoch 2044 | loss: 0.0312414 | val_loss: 0.0312387 | Time: 2416.8 ms [2022-03-17 20:17:32 main:574] : INFO : Epoch 2045 | loss: 0.031241 | val_loss: 0.0312365 | Time: 2721.75 ms [2022-03-17 20:17:34 main:574] : INFO : Epoch 2046 | loss: 0.0312414 | val_loss: 0.0312356 | Time: 2657.96 ms [2022-03-17 20:17:37 main:574] : INFO : Epoch 2047 | loss: 0.0312395 | val_loss: 0.0312352 | Time: 2321.74 ms [2022-03-17 20:17:39 main:574] : INFO : Epoch 2048 | loss: 0.0312391 | val_loss: 0.0312349 | Time: 2120.07 ms [2022-03-17 20:17:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312349 [2022-03-17 20:17:39 main:603] : INFO : Saving end state to config to file [2022-03-17 20:17:39 main:608] : INFO : Success, exiting.. 20:17:39 (6440): 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)