Task 12597194
| Name | ParityModified-1645994466-6472-3-0_0 |
| Workunit | 9754971 |
| Created | 6 Mar 2022, 6:49:52 UTC |
| Sent | 9 Mar 2022, 2:21:03 UTC |
| Report deadline | 17 Mar 2022, 2:21:03 UTC |
| Received | 9 Mar 2022, 23:10:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 45 min 35 sec |
| CPU time | 1 hours 43 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0312347 | val_loss: 0.031236 | Time: 3244.27 ms [2022-03-09 23:44:03 main:574] : INFO : Epoch 1543 | loss: 0.0312352 | val_loss: 0.0312362 | Time: 3196.55 ms [2022-03-09 23:44:06 main:574] : INFO : Epoch 1544 | loss: 0.0312351 | val_loss: 0.0312363 | Time: 3213.94 ms [2022-03-09 23:44:09 main:574] : INFO : Epoch 1545 | loss: 0.0312349 | val_loss: 0.0312356 | Time: 3467.26 ms [2022-03-09 23:44:12 main:574] : INFO : Epoch 1546 | loss: 0.0312355 | val_loss: 0.0312384 | Time: 2968.67 ms [2022-03-09 23:44:16 main:574] : INFO : Epoch 1547 | loss: 0.0312361 | val_loss: 0.0312361 | Time: 3557.61 ms [2022-03-09 23:44:19 main:574] : INFO : Epoch 1548 | loss: 0.0312349 | val_loss: 0.0312355 | Time: 2685.03 ms [2022-03-09 23:44:22 main:574] : INFO : Epoch 1549 | loss: 0.031235 | val_loss: 0.0312357 | Time: 2984.56 ms [2022-03-09 23:44:25 main:574] : INFO : Epoch 1550 | loss: 0.031235 | val_loss: 0.0312359 | Time: 2918.15 ms [2022-03-09 23:44:28 main:574] : INFO : Epoch 1551 | loss: 0.031235 | val_loss: 0.0312371 | Time: 3144.66 ms [2022-03-09 23:44:32 main:574] : INFO : Epoch 1552 | loss: 0.0312354 | val_loss: 0.0312366 | Time: 3605.25 ms [2022-03-09 23:44:34 main:574] : INFO : Epoch 1553 | loss: 0.0312351 | val_loss: 0.031236 | Time: 2545.35 ms [2022-03-09 23:44:37 main:574] : INFO : Epoch 1554 | loss: 0.0312351 | val_loss: 0.031236 | Time: 2759.91 ms [2022-03-09 23:44:40 main:574] : INFO : Epoch 1555 | loss: 0.0312355 | val_loss: 0.0312371 | Time: 2641.47 ms [2022-03-09 23:44:43 main:574] : INFO : Epoch 1556 | loss: 0.0312356 | val_loss: 0.0312372 | Time: 2875.43 ms [2022-03-09 23:44:46 main:574] : INFO : Epoch 1557 | loss: 0.0312353 | val_loss: 0.0312355 | Time: 2951.07 ms [2022-03-09 23:44:49 main:574] : INFO : Epoch 1558 | loss: 0.0312354 | val_loss: 0.0312355 | Time: 3185.14 ms [2022-03-09 23:44:52 main:574] : INFO : Epoch 1559 | loss: 0.0312349 | val_loss: 0.0312369 | Time: 3046.24 ms [2022-03-09 23:44:55 main:574] : INFO : Epoch 1560 | loss: 0.0312353 | val_loss: 0.0312358 | Time: 3473.08 ms [2022-03-09 23:44:59 main:574] : INFO : Epoch 1561 | loss: 0.031235 | val_loss: 0.0312357 | Time: 3068 ms [2022-03-09 23:45:02 main:574] : INFO : Epoch 1562 | loss: 0.0312348 | val_loss: 0.0312362 | Time: 3373.07 ms [2022-03-09 23:45:05 main:574] : INFO : Epoch 1563 | loss: 0.031235 | val_loss: 0.0312372 | Time: 3121.38 ms [2022-03-09 23:45:08 main:574] : INFO : Epoch 1564 | loss: 0.0312354 | val_loss: 0.0312371 | Time: 2610.31 ms [2022-03-09 23:45:11 main:574] : INFO : Epoch 1565 | loss: 0.0312348 | val_loss: 0.0312356 | Time: 3048.93 ms [2022-03-09 23:45:14 main:574] : INFO : Epoch 1566 | loss: 0.0312348 | val_loss: 0.0312361 | Time: 3258.37 ms [2022-03-09 23:45:17 main:574] : INFO : Epoch 1567 | loss: 0.0312347 | val_loss: 0.0312356 | Time: 2779.18 ms [2022-03-09 23:45:20 main:574] : INFO : Epoch 1568 | loss: 0.0312348 | val_loss: 0.0312361 | Time: 2854.36 ms [2022-03-09 23:45:23 main:574] : INFO : Epoch 1569 | loss: 0.0312349 | val_loss: 0.0312356 | Time: 2843.02 ms [2022-03-09 23:45:26 main:574] : INFO : Epoch 1570 | loss: 0.0312348 | val_loss: 0.0312361 | Time: 3591.67 ms [2022-03-09 23:45:30 main:574] : INFO : Epoch 1571 | loss: 0.0312348 | val_loss: 0.0312357 | Time: 3471.6 ms [2022-03-09 23:45:33 main:574] : INFO : Epoch 1572 | loss: 0.0312354 | val_loss: 0.0312375 | Time: 3072.7 ms [2022-03-09 23:45:36 main:574] : INFO : Epoch 1573 | loss: 0.0312353 | val_loss: 0.0312369 | Time: 3260.08 ms [2022-03-09 23:45:40 main:574] : INFO : Epoch 1574 | loss: 0.0312355 | val_loss: 0.0312366 | Time: 3215.89 ms [2022-03-09 23:45:43 main:574] : INFO : Epoch 1575 | loss: 0.0312353 | val_loss: 0.0312363 | Time: 2979.87 ms [2022-03-09 23:45:46 main:574] : INFO : Epoch 1576 | loss: 0.0312351 | val_loss: 0.0312363 | Time: 3411.5 ms [2022-03-09 23:45:49 main:574] : INFO : Epoch 1577 | loss: 0.0312353 | val_loss: 0.0312358 | Time: 3024.62 ms [2022-03-09 23:45:52 main:574] : INFO : Epoch 1578 | loss: 0.0312358 | val_loss: 0.0312373 | Time: 3027.86 ms [2022-03-09 23:45:55 main:574] : INFO : Epoch 1579 | loss: 0.0312364 | val_loss: 0.0312372 | Time: 3236.07 ms [2022-03-09 23:45:59 main:574] : INFO : Epoch 1580 | loss: 0.031236 | val_loss: 0.031237 | Time: 3280.19 ms [2022-03-09 23:46:02 main:574] : INFO : Epoch 1581 | loss: 0.031237 | val_loss: 0.0312373 | Time: 2829.74 ms [2022-03-09 23:46:04 main:574] : INFO : Epoch 1582 | loss: 0.0312362 | val_loss: 0.0312388 | Time: 2877.86 ms [2022-03-09 23:46:08 main:574] : INFO : Epoch 1583 | loss: 0.0312359 | val_loss: 0.0312377 | Time: 3475.09 ms [2022-03-09 23:46:11 main:574] : INFO : Epoch 1584 | loss: 0.0312351 | val_loss: 0.0312363 | Time: 2925.56 ms [2022-03-09 23:46:14 main:574] : INFO : Epoch 1585 | loss: 0.0312358 | val_loss: 0.0312363 | Time: 2980.12 ms [2022-03-09 23:46:18 main:574] : INFO : Epoch 1586 | loss: 0.0312356 | val_loss: 0.0312361 | Time: 3934.17 ms [2022-03-09 23:46:21 main:574] : INFO : Epoch 1587 | loss: 0.031235 | val_loss: 0.0312361 | Time: 3196.41 ms [2022-03-09 23:46:25 main:574] : INFO : Epoch 1588 | loss: 0.0312359 | val_loss: 0.0312361 | Time: 3583.76 ms [2022-03-09 23:46:28 main:574] : INFO : Epoch 1589 | loss: 0.031235 | val_loss: 0.0312363 | Time: 2975.29 ms [2022-03-09 23:46:31 main:574] : INFO : Epoch 1590 | loss: 0.0312348 | val_loss: 0.0312355 | Time: 2979.77 ms [2022-03-09 23:46:35 main:574] : INFO : Epoch 1591 | loss: 0.0312347 | val_loss: 0.0312355 | Time: 3584.66 ms [2022-03-09 23:46:38 main:574] : INFO : Epoch 1592 | loss: 0.031235 | val_loss: 0.0312364 | Time: 3309.46 ms [2022-03-09 23:46:41 main:574] : INFO : Epoch 1593 | loss: 0.0312356 | val_loss: 0.0312384 | Time: 2925.05 ms [2022-03-09 23:46:44 main:574] : INFO : Epoch 1594 | loss: 0.0312361 | val_loss: 0.0312356 | Time: 2935.87 ms [2022-03-09 23:46:46 main:574] : INFO : Epoch 1595 | loss: 0.0312353 | val_loss: 0.0312358 | Time: 2303.33 ms [2022-03-09 23:46:49 main:574] : INFO : Epoch 1596 | loss: 0.031235 | val_loss: 0.0312367 | Time: 2749.78 ms [2022-03-09 23:46:52 main:574] : INFO : Epoch 1597 | loss: 0.031235 | val_loss: 0.0312358 | Time: 2539.28 ms [2022-03-09 23:46:54 main:574] : INFO : Epoch 1598 | loss: 0.0312348 | val_loss: 0.0312356 | Time: 2459.44 ms [2022-03-09 23:46:57 main:574] : INFO : Epoch 1599 | loss: 0.0312347 | val_loss: 0.0312359 | Time: 2705.63 ms [2022-03-09 23:47:01 main:574] : INFO : Epoch 1600 | loss: 0.0312346 | val_loss: 0.0312364 | Time: 3846.41 ms [2022-03-09 23:47:04 main:574] : INFO : Epoch 1601 | loss: 0.0312346 | val_loss: 0.0312359 | Time: 3348.88 ms [2022-03-09 23:47:07 main:574] : INFO : Epoch 1602 | loss: 0.0312348 | val_loss: 0.0312359 | Time: 3274.97 ms [2022-03-09 23:47:10 main:574] : INFO : Epoch 1603 | loss: 0.0312352 | val_loss: 0.0312362 | Time: 2564.66 ms [2022-03-09 23:47:13 main:574] : INFO : Epoch 1604 | loss: 0.031236 | val_loss: 0.0312363 | Time: 2768.74 ms [2022-03-09 23:47:16 main:574] : INFO : Epoch 1605 | loss: 0.0312361 | val_loss: 0.0312365 | Time: 3005.85 ms [2022-03-09 23:47:19 main:574] : INFO : Epoch 1606 | loss: 0.0312352 | val_loss: 0.0312362 | Time: 2926.42 ms [2022-03-09 23:47:22 main:574] : INFO : Epoch 1607 | loss: 0.0312349 | val_loss: 0.0312363 | Time: 2918.49 ms [2022-03-09 23:47:24 main:574] : INFO : Epoch 1608 | loss: 0.0312356 | val_loss: 0.0312372 | Time: 2430.43 ms [2022-03-09 23:47:28 main:574] : INFO : Epoch 1609 | loss: 0.0312351 | val_loss: 0.0312366 | Time: 3774.21 ms [2022-03-09 23:47:31 main:574] : INFO : Epoch 1610 | loss: 0.0312348 | val_loss: 0.0312356 | Time: 3145.07 ms [2022-03-09 23:47:35 main:574] : INFO : Epoch 1611 | loss: 0.031235 | val_loss: 0.0312356 | Time: 3190.13 ms [2022-03-09 23:47:37 main:574] : INFO : Epoch 1612 | loss: 0.0312348 | val_loss: 0.0312377 | Time: 2755.37 ms [2022-03-09 23:47:41 main:574] : INFO : Epoch 1613 | loss: 0.0312357 | val_loss: 0.0312369 | Time: 3211.5 ms [2022-03-09 23:47:44 main:574] : INFO : Epoch 1614 | loss: 0.0312366 | val_loss: 0.0312405 | Time: 3349.55 ms [2022-03-09 23:47:47 main:574] : INFO : Epoch 1615 | loss: 0.0312364 | val_loss: 0.031236 | Time: 3205.12 ms [2022-03-09 23:47:50 main:574] : INFO : Epoch 1616 | loss: 0.0312358 | val_loss: 0.0312368 | Time: 3038.04 ms [2022-03-09 23:47:54 main:574] : INFO : Epoch 1617 | loss: 0.0312351 | val_loss: 0.0312363 | Time: 3681.82 ms [2022-03-09 23:47:58 main:574] : INFO : Epoch 1618 | loss: 0.0312348 | val_loss: 0.0312367 | Time: 3446.43 ms [2022-03-09 23:48:01 main:574] : INFO : Epoch 1619 | loss: 0.0312356 | val_loss: 0.0312361 | Time: 2882.77 ms [2022-03-09 23:48:04 main:574] : INFO : Epoch 1620 | loss: 0.0312363 | val_loss: 0.0312413 | Time: 3695.8 ms [2022-03-09 23:48:07 main:574] : INFO : Epoch 1621 | loss: 0.0312366 | val_loss: 0.031242 | Time: 3126.13 ms [2022-03-09 23:48:11 main:574] : INFO : Epoch 1622 | loss: 0.0312365 | val_loss: 0.0312375 | Time: 3368.86 ms [2022-03-09 23:48:14 main:574] : INFO : Epoch 1623 | loss: 0.0312363 | val_loss: 0.0312376 | Time: 2881.85 ms [2022-03-09 23:48:17 main:574] : INFO : Epoch 1624 | loss: 0.0312371 | val_loss: 0.0312364 | Time: 3394.5 ms [2022-03-09 23:48:20 main:574] : INFO : Epoch 1625 | loss: 0.0312353 | val_loss: 0.0312362 | Time: 3087.13 ms [2022-03-09 23:48:23 main:574] : INFO : Epoch 1626 | loss: 0.0312348 | val_loss: 0.0312359 | Time: 2454.34 ms [2022-03-09 23:48:26 main:574] : INFO : Epoch 1627 | loss: 0.0312351 | val_loss: 0.0312367 | Time: 2800.31 ms [2022-03-09 23:48:29 main:574] : INFO : Epoch 1628 | loss: 0.0312353 | val_loss: 0.0312363 | Time: 3219.9 ms [2022-03-09 23:48:33 main:574] : INFO : Epoch 1629 | loss: 0.0312352 | val_loss: 0.031236 | Time: 3665.97 ms [2022-03-09 23:48:36 main:574] : INFO : Epoch 1630 | loss: 0.0312349 | val_loss: 0.0312361 | Time: 2960.97 ms [2022-03-09 23:48:38 main:574] : INFO : Epoch 1631 | loss: 0.0312348 | val_loss: 0.0312364 | Time: 2717.05 ms [2022-03-09 23:48:41 main:574] : INFO : Epoch 1632 | loss: 0.0312354 | val_loss: 0.0312361 | Time: 2488.56 ms [2022-03-09 23:48:44 main:574] : INFO : Epoch 1633 | loss: 0.0312358 | val_loss: 0.0312359 | Time: 3186.14 ms [2022-03-09 23:48:47 main:574] : INFO : Epoch 1634 | loss: 0.0312348 | val_loss: 0.0312356 | Time: 2915.11 ms [2022-03-09 23:48:50 main:574] : INFO : Epoch 1635 | loss: 0.0312346 | val_loss: 0.0312357 | Time: 2994.05 ms [2022-03-09 23:48:54 main:574] : INFO : Epoch 1636 | loss: 0.0312356 | val_loss: 0.0312356 | Time: 3587.96 ms [2022-03-09 23:48:57 main:574] : INFO : Epoch 1637 | loss: 0.0312361 | val_loss: 0.0312374 | Time: 3120.47 ms [2022-03-09 23:49:00 main:574] : INFO : Epoch 1638 | loss: 0.0312366 | val_loss: 0.0312364 | Time: 2768.02 ms [2022-03-09 23:49:02 main:574] : INFO : Epoch 1639 | loss: 0.0312356 | val_loss: 0.0312369 | Time: 2457.44 ms [2022-03-09 23:49:05 main:574] : INFO : Epoch 1640 | loss: 0.0312356 | val_loss: 0.0312365 | Time: 2551.57 ms [2022-03-09 23:49:07 main:574] : INFO : Epoch 1641 | loss: 0.0312356 | val_loss: 0.0312372 | Time: 2424.67 ms [2022-03-09 23:49:10 main:574] : INFO : Epoch 1642 | loss: 0.0312352 | val_loss: 0.0312359 | Time: 2547.57 ms [2022-03-09 23:49:13 main:574] : INFO : Epoch 1643 | loss: 0.0312364 | val_loss: 0.031236 | Time: 2924.39 ms [2022-03-09 23:49:16 main:574] : INFO : Epoch 1644 | loss: 0.0312363 | val_loss: 0.0312372 | Time: 3341.27 ms [2022-03-09 23:49:19 main:574] : INFO : Epoch 1645 | loss: 0.0312355 | val_loss: 0.0312383 | Time: 3245.73 ms [2022-03-09 23:49:23 main:574] : INFO : Epoch 1646 | loss: 0.0312358 | val_loss: 0.0312358 | Time: 3362.07 ms [2022-03-09 23:49:26 main:574] : INFO : Epoch 1647 | loss: 0.0312354 | val_loss: 0.0312375 | Time: 2981.17 ms [2022-03-09 23:49:28 main:574] : INFO : Epoch 1648 | loss: 0.0312354 | val_loss: 0.031238 | Time: 2517.04 ms [2022-03-09 23:49:31 main:574] : INFO : Epoch 1649 | loss: 0.0312369 | val_loss: 0.0312383 | Time: 2300.27 ms [2022-03-09 23:49:33 main:574] : INFO : Epoch 1650 | loss: 0.0312367 | val_loss: 0.0312366 | Time: 2602.75 ms [2022-03-09 23:49:37 main:574] : INFO : Epoch 1651 | loss: 0.0312362 | val_loss: 0.0312362 | Time: 3201.03 ms [2022-03-09 23:49:39 main:574] : INFO : Epoch 1652 | loss: 0.0312367 | val_loss: 0.031237 | Time: 2866.41 ms [2022-03-09 23:49:42 main:574] : INFO : Epoch 1653 | loss: 0.0312357 | val_loss: 0.0312377 | Time: 2855.78 ms [2022-03-09 23:49:45 main:574] : INFO : Epoch 1654 | loss: 0.0312356 | val_loss: 0.0312358 | Time: 2785.35 ms [2022-03-09 23:49:48 main:574] : INFO : Epoch 1655 | loss: 0.0312352 | val_loss: 0.0312359 | Time: 2956.12 ms [2022-03-09 23:49:52 main:574] : INFO : Epoch 1656 | loss: 0.0312359 | val_loss: 0.0312385 | Time: 3386.32 ms [2022-03-09 23:49:55 main:574] : INFO : Epoch 1657 | loss: 0.031236 | val_loss: 0.0312381 | Time: 3499.7 ms [2022-03-09 23:49:58 main:574] : INFO : Epoch 1658 | loss: 0.0312357 | val_loss: 0.0312357 | Time: 2824.14 ms [2022-03-09 23:50:01 main:574] : INFO : Epoch 1659 | loss: 0.0312363 | val_loss: 0.0312371 | Time: 3058.86 ms [2022-03-09 23:50:04 main:574] : INFO : Epoch 1660 | loss: 0.031236 | val_loss: 0.0312365 | Time: 2755.32 ms [2022-03-09 23:50:07 main:574] : INFO : Epoch 1661 | loss: 0.0312359 | val_loss: 0.0312363 | Time: 3499.04 ms [2022-03-09 23:50:11 main:574] : INFO : Epoch 1662 | loss: 0.0312356 | val_loss: 0.0312366 | Time: 3253.67 ms [2022-03-09 23:50:14 main:574] : INFO : Epoch 1663 | loss: 0.0312354 | val_loss: 0.0312361 | Time: 3000.06 ms [2022-03-09 23:50:17 main:574] : INFO : Epoch 1664 | loss: 0.0312352 | val_loss: 0.0312376 | Time: 3028.39 ms [2022-03-09 23:50:21 main:574] : INFO : Epoch 1665 | loss: 0.0312359 | val_loss: 0.031236 | Time: 3687.06 ms [2022-03-09 23:50:23 main:574] : INFO : Epoch 1666 | loss: 0.0312351 | val_loss: 0.0312358 | Time: 2636.38 ms [2022-03-09 23:50:26 main:574] : INFO : Epoch 1667 | loss: 0.0312349 | val_loss: 0.0312365 | Time: 2683.48 ms [2022-03-09 23:50:29 main:574] : INFO : Epoch 1668 | loss: 0.0312355 | val_loss: 0.0312355 | Time: 3183.09 ms [2022-03-09 23:50:33 main:574] : INFO : Epoch 1669 | loss: 0.031236 | val_loss: 0.031238 | Time: 3704.16 ms [2022-03-09 23:50:36 main:574] : INFO : Epoch 1670 | loss: 0.0312353 | val_loss: 0.0312366 | Time: 3409.65 ms [2022-03-09 23:50:40 main:574] : INFO : Epoch 1671 | loss: 0.0312352 | val_loss: 0.0312357 | Time: 3542.72 ms [2022-03-09 23:50:43 main:574] : INFO : Epoch 1672 | loss: 0.0312354 | val_loss: 0.0312358 | Time: 2983.38 ms [2022-03-09 23:50:46 main:574] : INFO : Epoch 1673 | loss: 0.0312355 | val_loss: 0.0312361 | Time: 2571.61 ms [2022-03-09 23:50:49 main:574] : INFO : Epoch 1674 | loss: 0.0312366 | val_loss: 0.0312358 | Time: 3535.88 ms [2022-03-09 23:50:52 main:574] : INFO : Epoch 1675 | loss: 0.0312359 | val_loss: 0.0312386 | Time: 3049.05 ms [2022-03-09 23:50:56 main:574] : INFO : Epoch 1676 | loss: 0.0312364 | val_loss: 0.0312356 | Time: 3986.52 ms [2022-03-09 23:50:59 main:574] : INFO : Epoch 1677 | loss: 0.0312357 | val_loss: 0.0312379 | Time: 3036.92 ms [2022-03-09 23:51:02 main:574] : INFO : Epoch 1678 | loss: 0.0312365 | val_loss: 0.0312413 | Time: 3029.86 ms [2022-03-09 23:51:06 main:574] : INFO : Epoch 1679 | loss: 0.0312363 | val_loss: 0.031237 | Time: 3464.77 ms [2022-03-09 23:51:09 main:574] : INFO : Epoch 1680 | loss: 0.0312353 | val_loss: 0.0312358 | Time: 3470.01 ms [2022-03-09 23:51:12 main:574] : INFO : Epoch 1681 | loss: 0.0312347 | val_loss: 0.0312365 | Time: 2578.5 ms [2022-03-09 23:51:14 main:574] : INFO : Epoch 1682 | loss: 0.0312358 | val_loss: 0.0312361 | Time: 2268.22 ms [2022-03-09 23:51:17 main:574] : INFO : Epoch 1683 | loss: 0.0312364 | val_loss: 0.0312381 | Time: 2479.65 ms [2022-03-09 23:51:19 main:574] : INFO : Epoch 1684 | loss: 0.0312353 | val_loss: 0.0312358 | Time: 2539.9 ms [2022-03-09 23:51:22 main:574] : INFO : Epoch 1685 | loss: 0.031235 | val_loss: 0.0312384 | Time: 3025.04 ms [2022-03-09 23:51:25 main:574] : INFO : Epoch 1686 | loss: 0.0312361 | val_loss: 0.0312361 | Time: 2887.49 ms [2022-03-09 23:51:28 main:574] : INFO : Epoch 1687 | loss: 0.0312359 | val_loss: 0.0312359 | Time: 2807.87 ms [2022-03-09 23:51:32 main:574] : INFO : Epoch 1688 | loss: 0.0312363 | val_loss: 0.031239 | Time: 3355.87 ms [2022-03-09 23:51:35 main:574] : INFO : Epoch 1689 | loss: 0.0312364 | val_loss: 0.0312359 | Time: 3230.02 ms [2022-03-09 23:51:38 main:574] : INFO : Epoch 1690 | loss: 0.0312368 | val_loss: 0.0312393 | Time: 2722.55 ms [2022-03-09 23:51:40 main:574] : INFO : Epoch 1691 | loss: 0.0312361 | val_loss: 0.0312363 | Time: 2465.72 ms [2022-03-09 23:51:44 main:574] : INFO : Epoch 1692 | loss: 0.0312349 | val_loss: 0.0312362 | Time: 3593.39 ms [2022-03-09 23:51:47 main:574] : INFO : Epoch 1693 | loss: 0.0312351 | val_loss: 0.0312369 | Time: 3193.8 ms [2022-03-09 23:51:50 main:574] : INFO : Epoch 1694 | loss: 0.0312356 | val_loss: 0.0312361 | Time: 3136.35 ms [2022-03-09 23:51:54 main:574] : INFO : Epoch 1695 | loss: 0.0312366 | val_loss: 0.0312369 | Time: 3858.77 ms [2022-03-09 23:51:58 main:574] : INFO : Epoch 1696 | loss: 0.0312368 | val_loss: 0.0312392 | Time: 3477.46 ms [2022-03-09 23:52:01 main:574] : INFO : Epoch 1697 | loss: 0.0312358 | val_loss: 0.0312373 | Time: 3352.82 ms [2022-03-09 23:52:04 main:574] : INFO : Epoch 1698 | loss: 0.0312353 | val_loss: 0.0312356 | Time: 2873.31 ms [2022-03-09 23:52:07 main:574] : INFO : Epoch 1699 | loss: 0.0312353 | val_loss: 0.0312369 | Time: 2382.4 ms [2022-03-09 23:52:09 main:574] : INFO : Epoch 1700 | loss: 0.0312351 | val_loss: 0.0312366 | Time: 2684.91 ms [2022-03-09 23:52:12 main:574] : INFO : Epoch 1701 | loss: 0.031236 | val_loss: 0.0312389 | Time: 2945.26 ms [2022-03-09 23:52:15 main:574] : INFO : Epoch 1702 | loss: 0.0312386 | val_loss: 0.0312362 | Time: 2537.99 ms [2022-03-09 23:52:18 main:574] : INFO : Epoch 1703 | loss: 0.0312362 | val_loss: 0.0312389 | Time: 2639.54 ms [2022-03-09 23:52:20 main:574] : INFO : Epoch 1704 | loss: 0.0312372 | val_loss: 0.0312364 | Time: 2728.57 ms [2022-03-09 23:52:24 main:574] : INFO : Epoch 1705 | loss: 0.0312363 | val_loss: 0.0312409 | Time: 3441.83 ms [2022-03-09 23:52:26 main:574] : INFO : Epoch 1706 | loss: 0.0312391 | val_loss: 0.0312379 | Time: 2479.15 ms [2022-03-09 23:52:29 main:574] : INFO : Epoch 1707 | loss: 0.0312354 | val_loss: 0.0312362 | Time: 2946.19 ms [2022-03-09 23:52:32 main:574] : INFO : Epoch 1708 | loss: 0.0312351 | val_loss: 0.0312363 | Time: 2454.7 ms [2022-03-09 23:52:34 main:574] : INFO : Epoch 1709 | loss: 0.0312371 | val_loss: 0.0312428 | Time: 2453.37 ms [2022-03-09 23:52:37 main:574] : INFO : Epoch 1710 | loss: 0.0312364 | val_loss: 0.0312365 | Time: 2471.19 ms [2022-03-09 23:52:41 main:574] : INFO : Epoch 1711 | loss: 0.0312353 | val_loss: 0.0312356 | Time: 4365.69 ms [2022-03-09 23:52:45 main:574] : INFO : Epoch 1712 | loss: 0.0312348 | val_loss: 0.0312379 | Time: 3381.95 ms [2022-03-09 23:52:48 main:574] : INFO : Epoch 1713 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 3447.7 ms [2022-03-09 23:52:51 main:574] : INFO : Epoch 1714 | loss: 0.031235 | val_loss: 0.0312365 | Time: 2884.93 ms [2022-03-09 23:52:53 main:574] : INFO : Epoch 1715 | loss: 0.0312353 | val_loss: 0.031237 | Time: 2314.35 ms [2022-03-09 23:52:56 main:574] : INFO : Epoch 1716 | loss: 0.0312354 | val_loss: 0.031237 | Time: 2559.74 ms [2022-03-09 23:52:59 main:574] : INFO : Epoch 1717 | loss: 0.0312357 | val_loss: 0.0312375 | Time: 2496.55 ms [2022-03-09 23:53:01 main:574] : INFO : Epoch 1718 | loss: 0.0312357 | val_loss: 0.0312379 | Time: 2678.26 ms [2022-03-09 23:53:05 main:574] : INFO : Epoch 1719 | loss: 0.0312359 | val_loss: 0.0312358 | Time: 3842.96 ms [2022-03-09 23:53:09 main:574] : INFO : Epoch 1720 | loss: 0.0312356 | val_loss: 0.0312374 | Time: 3355.45 ms [2022-03-09 23:53:12 main:574] : INFO : Epoch 1721 | loss: 0.0312365 | val_loss: 0.0312388 | Time: 3534.72 ms [2022-03-09 23:53:16 main:574] : INFO : Epoch 1722 | loss: 0.0312369 | val_loss: 0.0312364 | Time: 3305.18 ms [2022-03-09 23:53:18 main:574] : INFO : Epoch 1723 | loss: 0.0312364 | val_loss: 0.0312363 | Time: 2456.85 ms [2022-03-09 23:53:21 main:574] : INFO : Epoch 1724 | loss: 0.0312383 | val_loss: 0.0312427 | Time: 2749.16 ms [2022-03-09 23:53:24 main:574] : INFO : Epoch 1725 | loss: 0.0312358 | val_loss: 0.0312367 | Time: 3252.98 ms [2022-03-09 23:53:27 main:574] : INFO : Epoch 1726 | loss: 0.0312367 | val_loss: 0.0312365 | Time: 2870.41 ms [2022-03-09 23:53:30 main:574] : INFO : Epoch 1727 | loss: 0.0312373 | val_loss: 0.0312368 | Time: 2811.21 ms [2022-03-09 23:53:33 main:574] : INFO : Epoch 1728 | loss: 0.0312363 | val_loss: 0.0312378 | Time: 2692.27 ms [2022-03-09 23:53:35 main:574] : INFO : Epoch 1729 | loss: 0.0312357 | val_loss: 0.0312361 | Time: 2806.46 ms [2022-03-09 23:53:38 main:574] : INFO : Epoch 1730 | loss: 0.031236 | val_loss: 0.0312369 | Time: 2987.87 ms [2022-03-09 23:53:41 main:574] : INFO : Epoch 1731 | loss: 0.0312367 | val_loss: 0.0312359 | Time: 2397.41 ms [2022-03-09 23:53:44 main:574] : INFO : Epoch 1732 | loss: 0.0312349 | val_loss: 0.0312362 | Time: 3193.32 ms [2022-03-09 23:53:48 main:574] : INFO : Epoch 1733 | loss: 0.0312352 | val_loss: 0.0312363 | Time: 3537.14 ms [2022-03-09 23:53:52 main:574] : INFO : Epoch 1734 | loss: 0.0312366 | val_loss: 0.0312357 | Time: 3969.27 ms [2022-03-09 23:53:55 main:574] : INFO : Epoch 1735 | loss: 0.0312362 | val_loss: 0.0312367 | Time: 3006.41 ms [2022-03-09 23:53:58 main:574] : INFO : Epoch 1736 | loss: 0.0312361 | val_loss: 0.0312396 | Time: 3287.91 ms [2022-03-09 23:54:01 main:574] : INFO : Epoch 1737 | loss: 0.0312372 | val_loss: 0.0312383 | Time: 2808.7 ms [2022-03-09 23:54:04 main:574] : INFO : Epoch 1738 | loss: 0.0312376 | val_loss: 0.0312366 | Time: 2789.96 ms [2022-03-09 23:54:07 main:574] : INFO : Epoch 1739 | loss: 0.0312388 | val_loss: 0.0312411 | Time: 3005.77 ms [2022-03-09 23:54:10 main:574] : INFO : Epoch 1740 | loss: 0.0312362 | val_loss: 0.0312373 | Time: 3315.95 ms [2022-03-09 23:54:13 main:574] : INFO : Epoch 1741 | loss: 0.0312355 | val_loss: 0.0312386 | Time: 3045.07 ms [2022-03-09 23:54:16 main:574] : INFO : Epoch 1742 | loss: 0.0312353 | val_loss: 0.031236 | Time: 2772.05 ms [2022-03-09 23:54:19 main:574] : INFO : Epoch 1743 | loss: 0.0312356 | val_loss: 0.0312373 | Time: 2530.26 ms [2022-03-09 23:54:21 main:574] : INFO : Epoch 1744 | loss: 0.0312368 | val_loss: 0.0312362 | Time: 2660.7 ms [2022-03-09 23:54:24 main:574] : INFO : Epoch 1745 | loss: 0.031237 | val_loss: 0.0312395 | Time: 2773.55 ms [2022-03-09 23:54:27 main:574] : INFO : Epoch 1746 | loss: 0.031236 | val_loss: 0.0312398 | Time: 3139.2 ms [2022-03-09 23:54:30 main:574] : INFO : Epoch 1747 | loss: 0.0312368 | val_loss: 0.0312366 | Time: 3094.9 ms [2022-03-09 23:54:33 main:574] : INFO : Epoch 1748 | loss: 0.0312378 | val_loss: 0.0312388 | Time: 2828.8 ms [2022-03-09 23:54:37 main:574] : INFO : Epoch 1749 | loss: 0.0312379 | val_loss: 0.0312373 | Time: 3810.73 ms [2022-03-09 23:54:41 main:574] : INFO : Epoch 1750 | loss: 0.0312369 | val_loss: 0.0312363 | Time: 4255.74 ms [2022-03-09 23:54:44 main:574] : INFO : Epoch 1751 | loss: 0.0312358 | val_loss: 0.0312368 | Time: 2866.15 ms [2022-03-09 23:54:48 main:574] : INFO : Epoch 1752 | loss: 0.0312363 | val_loss: 0.0312368 | Time: 3458.58 ms [2022-03-09 23:54:51 main:574] : INFO : Epoch 1753 | loss: 0.0312357 | val_loss: 0.0312362 | Time: 3192.14 ms [2022-03-09 23:54:54 main:574] : INFO : Epoch 1754 | loss: 0.0312368 | val_loss: 0.03124 | Time: 2658.03 ms [2022-03-09 23:54:56 main:574] : INFO : Epoch 1755 | loss: 0.0312366 | val_loss: 0.0312368 | Time: 2686.27 ms [2022-03-09 23:54:59 main:574] : INFO : Epoch 1756 | loss: 0.0312361 | val_loss: 0.0312356 | Time: 2685.12 ms [2022-03-09 23:55:02 main:574] : INFO : Epoch 1757 | loss: 0.0312353 | val_loss: 0.0312363 | Time: 3092.02 ms [2022-03-09 23:55:05 main:574] : INFO : Epoch 1758 | loss: 0.031236 | val_loss: 0.0312407 | Time: 2964.07 ms [2022-03-09 23:55:08 main:574] : INFO : Epoch 1759 | loss: 0.0312373 | val_loss: 0.031237 | Time: 2866.19 ms [2022-03-09 23:55:11 main:574] : INFO : Epoch 1760 | loss: 0.031236 | val_loss: 0.031239 | Time: 2742.29 ms [2022-03-09 23:55:14 main:574] : INFO : Epoch 1761 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 2925.28 ms [2022-03-09 23:55:17 main:574] : INFO : Epoch 1762 | loss: 0.0312351 | val_loss: 0.0312356 | Time: 3657.5 ms [2022-03-09 23:55:21 main:574] : INFO : Epoch 1763 | loss: 0.0312352 | val_loss: 0.0312365 | Time: 3186.37 ms [2022-03-09 23:55:24 main:574] : INFO : Epoch 1764 | loss: 0.0312351 | val_loss: 0.0312371 | Time: 3196.33 ms [2022-03-09 23:55:27 main:574] : INFO : Epoch 1765 | loss: 0.0312356 | val_loss: 0.0312361 | Time: 2719.77 ms [2022-03-09 23:55:30 main:574] : INFO : Epoch 1766 | loss: 0.0312358 | val_loss: 0.0312368 | Time: 3317.15 ms [2022-03-09 23:55:33 main:574] : INFO : Epoch 1767 | loss: 0.0312379 | val_loss: 0.0312463 | Time: 2672.17 ms [2022-03-09 23:55:36 main:574] : INFO : Epoch 1768 | loss: 0.0312389 | val_loss: 0.0312372 | Time: 3136.74 ms [2022-03-09 23:55:40 main:574] : INFO : Epoch 1769 | loss: 0.0312375 | val_loss: 0.0312409 | Time: 3720.99 ms [2022-03-09 23:55:42 main:574] : INFO : Epoch 1770 | loss: 0.0312358 | val_loss: 0.0312372 | Time: 2752.88 ms [2022-03-09 23:55:46 main:574] : INFO : Epoch 1771 | loss: 0.031235 | val_loss: 0.0312373 | Time: 3585.57 ms [2022-03-09 23:55:49 main:574] : INFO : Epoch 1772 | loss: 0.0312369 | val_loss: 0.0312373 | Time: 2878.76 ms [2022-03-09 23:55:51 main:574] : INFO : Epoch 1773 | loss: 0.0312364 | val_loss: 0.0312365 | Time: 2378.48 ms [2022-03-09 23:55:54 main:574] : INFO : Epoch 1774 | loss: 0.0312369 | val_loss: 0.031236 | Time: 3072.8 ms [2022-03-09 23:55:57 main:574] : INFO : Epoch 1775 | loss: 0.0312364 | val_loss: 0.0312371 | Time: 2791.69 ms [2022-03-09 23:56:00 main:574] : INFO : Epoch 1776 | loss: 0.0312362 | val_loss: 0.0312381 | Time: 3087.71 ms [2022-03-09 23:56:03 main:574] : INFO : Epoch 1777 | loss: 0.0312388 | val_loss: 0.0312379 | Time: 3123.79 ms [2022-03-09 23:56:07 main:574] : INFO : Epoch 1778 | loss: 0.0312372 | val_loss: 0.0312389 | Time: 3077.73 ms [2022-03-09 23:56:09 main:574] : INFO : Epoch 1779 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 2774.35 ms [2022-03-09 23:56:13 main:574] : INFO : Epoch 1780 | loss: 0.0312352 | val_loss: 0.031236 | Time: 3232.37 ms [2022-03-09 23:56:16 main:574] : INFO : Epoch 1781 | loss: 0.0312367 | val_loss: 0.0312397 | Time: 2974.4 ms [2022-03-09 23:56:19 main:574] : INFO : Epoch 1782 | loss: 0.0312364 | val_loss: 0.0312374 | Time: 3449.74 ms [2022-03-09 23:56:22 main:574] : INFO : Epoch 1783 | loss: 0.0312364 | val_loss: 0.0312363 | Time: 3159.18 ms [2022-03-09 23:56:26 main:574] : INFO : Epoch 1784 | loss: 0.0312353 | val_loss: 0.0312381 | Time: 3206.9 ms [2022-03-09 23:56:29 main:574] : INFO : Epoch 1785 | loss: 0.031236 | val_loss: 0.0312374 | Time: 3022.4 ms [2022-03-09 23:56:32 main:574] : INFO : Epoch 1786 | loss: 0.0312355 | val_loss: 0.0312361 | Time: 3011.64 ms [2022-03-09 23:56:34 main:574] : INFO : Epoch 1787 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 2854.62 ms [2022-03-09 23:56:38 main:574] : INFO : Epoch 1788 | loss: 0.0312353 | val_loss: 0.0312369 | Time: 3960.77 ms [2022-03-09 23:56:42 main:574] : INFO : Epoch 1789 | loss: 0.0312349 | val_loss: 0.0312356 | Time: 3057.42 ms [2022-03-09 23:56:44 main:574] : INFO : Epoch 1790 | loss: 0.0312356 | val_loss: 0.0312371 | Time: 2830.22 ms [2022-03-09 23:56:48 main:574] : INFO : Epoch 1791 | loss: 0.031235 | val_loss: 0.0312361 | Time: 3487.32 ms [2022-03-09 23:56:51 main:574] : INFO : Epoch 1792 | loss: 0.0312358 | val_loss: 0.0312373 | Time: 2923.61 ms [2022-03-09 23:56:54 main:574] : INFO : Epoch 1793 | loss: 0.0312369 | val_loss: 0.0312427 | Time: 3048.45 ms [2022-03-09 23:56:57 main:574] : INFO : Epoch 1794 | loss: 0.0312362 | val_loss: 0.0312361 | Time: 3170.41 ms [2022-03-09 23:57:00 main:574] : INFO : Epoch 1795 | loss: 0.0312381 | val_loss: 0.031236 | Time: 3167.18 ms [2022-03-09 23:57:03 main:574] : INFO : Epoch 1796 | loss: 0.0312375 | val_loss: 0.0312448 | Time: 2470.13 ms [2022-03-09 23:57:06 main:574] : INFO : Epoch 1797 | loss: 0.0312378 | val_loss: 0.0312363 | Time: 3008.67 ms [2022-03-09 23:57:09 main:574] : INFO : Epoch 1798 | loss: 0.0312358 | val_loss: 0.0312357 | Time: 2781.41 ms [2022-03-09 23:57:11 main:574] : INFO : Epoch 1799 | loss: 0.0312351 | val_loss: 0.0312398 | Time: 2812.48 ms [2022-03-09 23:57:14 main:574] : INFO : Epoch 1800 | loss: 0.0312358 | val_loss: 0.0312364 | Time: 2666.63 ms [2022-03-09 23:57:17 main:574] : INFO : Epoch 1801 | loss: 0.031236 | val_loss: 0.0312385 | Time: 2788.39 ms [2022-03-09 23:57:21 main:574] : INFO : Epoch 1802 | loss: 0.0312358 | val_loss: 0.0312358 | Time: 3595.72 ms [2022-03-09 23:57:24 main:574] : INFO : Epoch 1803 | loss: 0.0312354 | val_loss: 0.0312396 | Time: 3461.71 ms [2022-03-09 23:57:27 main:574] : INFO : Epoch 1804 | loss: 0.0312375 | val_loss: 0.0312367 | Time: 3376.23 ms [2022-03-09 23:57:32 main:574] : INFO : Epoch 1805 | loss: 0.0312359 | val_loss: 0.0312366 | Time: 4027.22 ms [2022-03-09 23:57:35 main:574] : INFO : Epoch 1806 | loss: 0.0312383 | val_loss: 0.0312375 | Time: 3282.25 ms [2022-03-09 23:57:38 main:574] : INFO : Epoch 1807 | loss: 0.031238 | val_loss: 0.0312368 | Time: 2846.3 ms [2022-03-09 23:57:41 main:574] : INFO : Epoch 1808 | loss: 0.0312351 | val_loss: 0.0312357 | Time: 3470.54 ms [2022-03-09 23:57:44 main:574] : INFO : Epoch 1809 | loss: 0.0312353 | val_loss: 0.0312384 | Time: 2790.07 ms [2022-03-09 23:57:47 main:574] : INFO : Epoch 1810 | loss: 0.0312362 | val_loss: 0.0312366 | Time: 2663.07 ms [2022-03-09 23:57:50 main:574] : INFO : Epoch 1811 | loss: 0.0312354 | val_loss: 0.0312367 | Time: 2839.14 ms [2022-03-09 23:57:54 main:574] : INFO : Epoch 1812 | loss: 0.0312349 | val_loss: 0.0312365 | Time: 4200.43 ms [2022-03-09 23:57:57 main:574] : INFO : Epoch 1813 | loss: 0.0312349 | val_loss: 0.0312361 | Time: 3544.79 ms [2022-03-09 23:58:00 main:574] : INFO : Epoch 1814 | loss: 0.031236 | val_loss: 0.0312372 | Time: 2530.93 ms [2022-03-09 23:58:03 main:574] : INFO : Epoch 1815 | loss: 0.0312358 | val_loss: 0.0312358 | Time: 3069.43 ms [2022-03-09 23:58:06 main:574] : INFO : Epoch 1816 | loss: 0.0312353 | val_loss: 0.0312358 | Time: 3158.37 ms [2022-03-09 23:58:09 main:574] : INFO : Epoch 1817 | loss: 0.0312351 | val_loss: 0.0312362 | Time: 3063.91 ms [2022-03-09 23:58:12 main:574] : INFO : Epoch 1818 | loss: 0.0312355 | val_loss: 0.0312367 | Time: 3150.23 ms [2022-03-09 23:58:16 main:574] : INFO : Epoch 1819 | loss: 0.031238 | val_loss: 0.0312373 | Time: 3183 ms [2022-03-09 23:58:20 main:574] : INFO : Epoch 1820 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 4313.36 ms [2022-03-09 23:58:23 main:574] : INFO : Epoch 1821 | loss: 0.031237 | val_loss: 0.031236 | Time: 3070.68 ms [2022-03-09 23:58:27 main:574] : INFO : Epoch 1822 | loss: 0.0312363 | val_loss: 0.0312361 | Time: 3505.06 ms [2022-03-09 23:58:30 main:574] : INFO : Epoch 1823 | loss: 0.0312356 | val_loss: 0.0312362 | Time: 2931.46 ms [2022-03-09 23:58:32 main:574] : INFO : Epoch 1824 | loss: 0.0312359 | val_loss: 0.0312444 | Time: 2878.05 ms [2022-03-09 23:58:35 main:574] : INFO : Epoch 1825 | loss: 0.0312372 | val_loss: 0.0312381 | Time: 2746.35 ms [2022-03-09 23:58:38 main:574] : INFO : Epoch 1826 | loss: 0.0312368 | val_loss: 0.0312364 | Time: 3133.7 ms [2022-03-09 23:58:42 main:574] : INFO : Epoch 1827 | loss: 0.0312365 | val_loss: 0.0312389 | Time: 3829.23 ms [2022-03-09 23:58:46 main:574] : INFO : Epoch 1828 | loss: 0.0312362 | val_loss: 0.0312371 | Time: 3616.47 ms [2022-03-09 23:58:49 main:574] : INFO : Epoch 1829 | loss: 0.0312355 | val_loss: 0.0312369 | Time: 3393.68 ms [2022-03-09 23:58:53 main:574] : INFO : Epoch 1830 | loss: 0.0312355 | val_loss: 0.0312358 | Time: 3468.09 ms [2022-03-09 23:58:56 main:574] : INFO : Epoch 1831 | loss: 0.0312348 | val_loss: 0.0312358 | Time: 3337.33 ms [2022-03-09 23:58:59 main:574] : INFO : Epoch 1832 | loss: 0.0312363 | val_loss: 0.0312376 | Time: 2807.11 ms [2022-03-09 23:59:02 main:574] : INFO : Epoch 1833 | loss: 0.0312367 | val_loss: 0.0312373 | Time: 3221.48 ms [2022-03-09 23:59:05 main:574] : INFO : Epoch 1834 | loss: 0.0312363 | val_loss: 0.0312361 | Time: 2507.19 ms [2022-03-09 23:59:09 main:574] : INFO : Epoch 1835 | loss: 0.0312361 | val_loss: 0.0312373 | Time: 4608.63 ms [2022-03-09 23:59:12 main:574] : INFO : Epoch 1836 | loss: 0.031237 | val_loss: 0.0312359 | Time: 2523.33 ms [2022-03-09 23:59:15 main:574] : INFO : Epoch 1837 | loss: 0.0312358 | val_loss: 0.0312369 | Time: 2745.08 ms [2022-03-09 23:59:18 main:574] : INFO : Epoch 1838 | loss: 0.0312367 | val_loss: 0.0312368 | Time: 2922.7 ms [2022-03-09 23:59:21 main:574] : INFO : Epoch 1839 | loss: 0.0312356 | val_loss: 0.0312371 | Time: 3161.21 ms [2022-03-09 23:59:24 main:574] : INFO : Epoch 1840 | loss: 0.0312356 | val_loss: 0.0312382 | Time: 3298.34 ms [2022-03-09 23:59:27 main:574] : INFO : Epoch 1841 | loss: 0.0312367 | val_loss: 0.0312366 | Time: 2949.68 ms [2022-03-09 23:59:31 main:574] : INFO : Epoch 1842 | loss: 0.0312365 | val_loss: 0.0312383 | Time: 3907.03 ms [2022-03-09 23:59:35 main:574] : INFO : Epoch 1843 | loss: 0.0312385 | val_loss: 0.0312366 | Time: 3352.99 ms [2022-03-09 23:59:38 main:574] : INFO : Epoch 1844 | loss: 0.0312366 | val_loss: 0.0312373 | Time: 3277.79 ms [2022-03-09 23:59:41 main:574] : INFO : Epoch 1845 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 2797.08 ms [2022-03-09 23:59:44 main:574] : INFO : Epoch 1846 | loss: 0.0312361 | val_loss: 0.0312358 | Time: 3092.13 ms [2022-03-09 23:59:47 main:574] : INFO : Epoch 1847 | loss: 0.0312381 | val_loss: 0.0312356 | Time: 3550.66 ms [2022-03-09 23:59:51 main:574] : INFO : Epoch 1848 | loss: 0.031236 | val_loss: 0.0312383 | Time: 3388.61 ms [2022-03-09 23:59:54 main:574] : INFO : Epoch 1849 | loss: 0.0312375 | val_loss: 0.0312365 | Time: 2948.21 ms [2022-03-09 23:59:57 main:574] : INFO : Epoch 1850 | loss: 0.0312353 | val_loss: 0.031236 | Time: 3329.84 ms [2022-03-10 00:00:00 main:574] : INFO : Epoch 1851 | loss: 0.0312357 | val_loss: 0.0312365 | Time: 3293.13 ms [2022-03-10 00:00:03 main:574] : INFO : Epoch 1852 | loss: 0.0312355 | val_loss: 0.0312381 | Time: 2657.31 ms [2022-03-10 00:00:06 main:574] : INFO : Epoch 1853 | loss: 0.0312374 | val_loss: 0.0312389 | Time: 3127.25 ms [2022-03-10 00:00:09 main:574] : INFO : Epoch 1854 | loss: 0.0312381 | val_loss: 0.0312368 | Time: 2838.41 ms [2022-03-10 00:00:12 main:574] : INFO : Epoch 1855 | loss: 0.0312382 | val_loss: 0.0312391 | Time: 2527.15 ms [2022-03-10 00:00:14 main:574] : INFO : Epoch 1856 | loss: 0.0312362 | val_loss: 0.0312376 | Time: 2497.03 ms [2022-03-10 00:00:17 main:574] : INFO : Epoch 1857 | loss: 0.0312365 | val_loss: 0.0312359 | Time: 2779.38 ms [2022-03-10 00:00:20 main:574] : INFO : Epoch 1858 | loss: 0.0312368 | val_loss: 0.0312372 | Time: 3175.52 ms [2022-03-10 00:00:23 main:574] : INFO : Epoch 1859 | loss: 0.031236 | val_loss: 0.0312384 | Time: 2833.78 ms [2022-03-10 00:00:26 main:574] : INFO : Epoch 1860 | loss: 0.0312364 | val_loss: 0.0312381 | Time: 3052.7 ms [2022-03-10 00:00:29 main:574] : INFO : Epoch 1861 | loss: 0.0312361 | val_loss: 0.0312367 | Time: 3044.11 ms [2022-03-10 00:00:32 main:574] : INFO : Epoch 1862 | loss: 0.0312368 | val_loss: 0.0312473 | Time: 3069.68 ms [2022-03-10 00:00:36 main:574] : INFO : Epoch 1863 | loss: 0.0312404 | val_loss: 0.0312367 | Time: 3801.49 ms [2022-03-10 00:00:40 main:574] : INFO : Epoch 1864 | loss: 0.0312387 | val_loss: 0.0312399 | Time: 3603.11 ms [2022-03-10 00:00:43 main:574] : INFO : Epoch 1865 | loss: 0.0312378 | val_loss: 0.0312379 | Time: 2982.06 ms [2022-03-10 00:00:46 main:574] : INFO : Epoch 1866 | loss: 0.0312359 | val_loss: 0.0312372 | Time: 3029.47 ms [2022-03-10 00:00:49 main:574] : INFO : Epoch 1867 | loss: 0.0312375 | val_loss: 0.0312385 | Time: 3389.53 ms [2022-03-10 00:00:53 main:574] : INFO : Epoch 1868 | loss: 0.0312375 | val_loss: 0.0312357 | Time: 3278.98 ms [2022-03-10 00:00:56 main:574] : INFO : Epoch 1869 | loss: 0.0312359 | val_loss: 0.0312373 | Time: 3565.74 ms [2022-03-10 00:00:59 main:574] : INFO : Epoch 1870 | loss: 0.0312359 | val_loss: 0.0312366 | Time: 2499.06 ms [2022-03-10 00:01:01 main:574] : INFO : Epoch 1871 | loss: 0.0312358 | val_loss: 0.031236 | Time: 2538.09 ms [2022-03-10 00:01:04 main:574] : INFO : Epoch 1872 | loss: 0.0312352 | val_loss: 0.0312372 | Time: 2279.33 ms [2022-03-10 00:01:06 main:574] : INFO : Epoch 1873 | loss: 0.0312353 | val_loss: 0.0312358 | Time: 2430.17 ms [2022-03-10 00:01:09 main:574] : INFO : Epoch 1874 | loss: 0.0312359 | val_loss: 0.0312405 | Time: 3009.14 ms [2022-03-10 00:01:13 main:574] : INFO : Epoch 1875 | loss: 0.0312384 | val_loss: 0.0312383 | Time: 3415.3 ms [2022-03-10 00:01:15 main:574] : INFO : Epoch 1876 | loss: 0.0312357 | val_loss: 0.0312367 | Time: 2729.02 ms [2022-03-10 00:01:18 main:574] : INFO : Epoch 1877 | loss: 0.0312362 | val_loss: 0.0312366 | Time: 2484.13 ms [2022-03-10 00:01:21 main:574] : INFO : Epoch 1878 | loss: 0.0312359 | val_loss: 0.0312363 | Time: 3117.76 ms [2022-03-10 00:01:25 main:574] : INFO : Epoch 1879 | loss: 0.0312354 | val_loss: 0.0312361 | Time: 3906.23 ms [2022-03-10 00:01:28 main:574] : INFO : Epoch 1880 | loss: 0.031235 | val_loss: 0.0312365 | Time: 2915.11 ms [2022-03-10 00:01:31 main:574] : INFO : Epoch 1881 | loss: 0.031235 | val_loss: 0.0312372 | Time: 2754.59 ms [2022-03-10 00:01:34 main:574] : INFO : Epoch 1882 | loss: 0.0312356 | val_loss: 0.031237 | Time: 3215.37 ms [2022-03-10 00:01:37 main:574] : INFO : Epoch 1883 | loss: 0.0312352 | val_loss: 0.0312358 | Time: 2777.52 ms [2022-03-10 00:01:39 main:574] : INFO : Epoch 1884 | loss: 0.0312362 | val_loss: 0.031236 | Time: 2428.58 ms [2022-03-10 00:01:42 main:574] : INFO : Epoch 1885 | loss: 0.0312361 | val_loss: 0.0312382 | Time: 2753.14 ms [2022-03-10 00:01:45 main:574] : INFO : Epoch 1886 | loss: 0.0312369 | val_loss: 0.0312391 | Time: 3227.74 ms [2022-03-10 00:01:48 main:574] : INFO : Epoch 1887 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 3292.18 ms [2022-03-10 00:01:51 main:574] : INFO : Epoch 1888 | loss: 0.0312354 | val_loss: 0.0312367 | Time: 2595.6 ms [2022-03-10 00:01:54 main:574] : INFO : Epoch 1889 | loss: 0.0312357 | val_loss: 0.0312358 | Time: 3120.96 ms [2022-03-10 00:01:57 main:574] : INFO : Epoch 1890 | loss: 0.0312356 | val_loss: 0.0312359 | Time: 3126.35 ms [2022-03-10 00:02:01 main:574] : INFO : Epoch 1891 | loss: 0.0312354 | val_loss: 0.0312357 | Time: 3110.61 ms [2022-03-10 00:02:03 main:574] : INFO : Epoch 1892 | loss: 0.0312359 | val_loss: 0.0312363 | Time: 2673.44 ms [2022-03-10 00:02:06 main:574] : INFO : Epoch 1893 | loss: 0.0312367 | val_loss: 0.0312361 | Time: 2849.3 ms [2022-03-10 00:02:09 main:574] : INFO : Epoch 1894 | loss: 0.031235 | val_loss: 0.031237 | Time: 2655.03 ms [2022-03-10 00:02:12 main:574] : INFO : Epoch 1895 | loss: 0.031235 | val_loss: 0.0312358 | Time: 3642.27 ms [2022-03-10 00:02:15 main:574] : INFO : Epoch 1896 | loss: 0.031236 | val_loss: 0.0312361 | Time: 2889.3 ms [2022-03-10 00:02:18 main:574] : INFO : Epoch 1897 | loss: 0.0312375 | val_loss: 0.0312458 | Time: 2581.24 ms [2022-03-10 00:02:21 main:574] : INFO : Epoch 1898 | loss: 0.0312405 | val_loss: 0.0312368 | Time: 2848.82 ms [2022-03-10 00:02:23 main:574] : INFO : Epoch 1899 | loss: 0.0312382 | val_loss: 0.0312375 | Time: 2488.82 ms [2022-03-10 00:02:26 main:574] : INFO : Epoch 1900 | loss: 0.0312354 | val_loss: 0.0312362 | Time: 2930.3 ms [2022-03-10 00:02:29 main:574] : INFO : Epoch 1901 | loss: 0.0312365 | val_loss: 0.0312362 | Time: 3111.62 ms [2022-03-10 00:02:32 main:574] : INFO : Epoch 1902 | loss: 0.0312355 | val_loss: 0.0312365 | Time: 3077.75 ms [2022-03-10 00:02:36 main:574] : INFO : Epoch 1903 | loss: 0.0312353 | val_loss: 0.031237 | Time: 3463.75 ms [2022-03-10 00:02:38 main:574] : INFO : Epoch 1904 | loss: 0.0312355 | val_loss: 0.0312372 | Time: 2416.61 ms [2022-03-10 00:02:41 main:574] : INFO : Epoch 1905 | loss: 0.0312369 | val_loss: 0.0312367 | Time: 2854.5 ms [2022-03-10 00:02:45 main:574] : INFO : Epoch 1906 | loss: 0.0312352 | val_loss: 0.0312372 | Time: 3557.06 ms [2022-03-10 00:02:48 main:574] : INFO : Epoch 1907 | loss: 0.0312366 | val_loss: 0.0312361 | Time: 2838.48 ms [2022-03-10 00:02:51 main:574] : INFO : Epoch 1908 | loss: 0.0312349 | val_loss: 0.031237 | Time: 3554.51 ms [2022-03-10 00:02:54 main:574] : INFO : Epoch 1909 | loss: 0.0312354 | val_loss: 0.0312358 | Time: 2850.37 ms [2022-03-10 00:02:57 main:574] : INFO : Epoch 1910 | loss: 0.0312351 | val_loss: 0.0312368 | Time: 3242.2 ms [2022-03-10 00:03:02 main:574] : INFO : Epoch 1911 | loss: 0.0312361 | val_loss: 0.031236 | Time: 4566.55 ms [2022-03-10 00:03:05 main:574] : INFO : Epoch 1912 | loss: 0.031236 | val_loss: 0.0312367 | Time: 3063.34 ms [2022-03-10 00:03:09 main:574] : INFO : Epoch 1913 | loss: 0.031236 | val_loss: 0.0312362 | Time: 3615.01 ms [2022-03-10 00:03:12 main:574] : INFO : Epoch 1914 | loss: 0.0312368 | val_loss: 0.0312371 | Time: 3312.05 ms [2022-03-10 00:03:15 main:574] : INFO : Epoch 1915 | loss: 0.0312359 | val_loss: 0.0312362 | Time: 2609.93 ms [2022-03-10 00:03:18 main:574] : INFO : Epoch 1916 | loss: 0.0312351 | val_loss: 0.0312362 | Time: 3519.95 ms [2022-03-10 00:03:22 main:574] : INFO : Epoch 1917 | loss: 0.0312351 | val_loss: 0.0312361 | Time: 3502.97 ms [2022-03-10 00:03:25 main:574] : INFO : Epoch 1918 | loss: 0.0312354 | val_loss: 0.0312365 | Time: 3149.61 ms [2022-03-10 00:03:28 main:574] : INFO : Epoch 1919 | loss: 0.0312351 | val_loss: 0.0312388 | Time: 2989.75 ms [2022-03-10 00:03:31 main:574] : INFO : Epoch 1920 | loss: 0.0312381 | val_loss: 0.0312366 | Time: 3001.08 ms [2022-03-10 00:03:34 main:574] : INFO : Epoch 1921 | loss: 0.0312369 | val_loss: 0.0312368 | Time: 2891.93 ms [2022-03-10 00:03:37 main:574] : INFO : Epoch 1922 | loss: 0.0312352 | val_loss: 0.0312359 | Time: 2961.32 ms [2022-03-10 00:03:39 main:574] : INFO : Epoch 1923 | loss: 0.0312361 | val_loss: 0.0312373 | Time: 2413.94 ms [2022-03-10 00:03:43 main:574] : INFO : Epoch 1924 | loss: 0.031238 | val_loss: 0.0312368 | Time: 3139.58 ms [2022-03-10 00:03:46 main:574] : INFO : Epoch 1925 | loss: 0.0312367 | val_loss: 0.0312364 | Time: 3474.7 ms [2022-03-10 00:03:50 main:574] : INFO : Epoch 1926 | loss: 0.0312363 | val_loss: 0.0312362 | Time: 3535.97 ms [2022-03-10 00:03:52 main:574] : INFO : Epoch 1927 | loss: 0.0312371 | val_loss: 0.0312392 | Time: 2680.21 ms [2022-03-10 00:03:55 main:574] : INFO : Epoch 1928 | loss: 0.0312361 | val_loss: 0.0312359 | Time: 2429.7 ms [2022-03-10 00:03:57 main:574] : INFO : Epoch 1929 | loss: 0.0312354 | val_loss: 0.0312362 | Time: 2387.76 ms [2022-03-10 00:04:00 main:574] : INFO : Epoch 1930 | loss: 0.0312356 | val_loss: 0.0312365 | Time: 2766.76 ms [2022-03-10 00:04:04 main:574] : INFO : Epoch 1931 | loss: 0.0312357 | val_loss: 0.031236 | Time: 3457.07 ms [2022-03-10 00:04:07 main:574] : INFO : Epoch 1932 | loss: 0.0312385 | val_loss: 0.0312404 | Time: 3103.59 ms [2022-03-10 00:04:09 main:574] : INFO : Epoch 1933 | loss: 0.0312375 | val_loss: 0.0312398 | Time: 2388.14 ms [2022-03-10 00:04:12 main:574] : INFO : Epoch 1934 | loss: 0.0312363 | val_loss: 0.031236 | Time: 3097.81 ms [2022-03-10 00:04:15 main:574] : INFO : Epoch 1935 | loss: 0.0312352 | val_loss: 0.0312359 | Time: 2823.72 ms [2022-03-10 00:04:18 main:574] : INFO : Epoch 1936 | loss: 0.0312354 | val_loss: 0.0312372 | Time: 2695.13 ms [2022-03-10 00:04:20 main:574] : INFO : Epoch 1937 | loss: 0.0312353 | val_loss: 0.0312375 | Time: 2440.52 ms [2022-03-10 00:04:23 main:574] : INFO : Epoch 1938 | loss: 0.0312357 | val_loss: 0.0312393 | Time: 2894.98 ms [2022-03-10 00:04:26 main:574] : INFO : Epoch 1939 | loss: 0.0312377 | val_loss: 0.0312392 | Time: 3227.03 ms [2022-03-10 00:04:30 main:574] : INFO : Epoch 1940 | loss: 0.0312362 | val_loss: 0.0312375 | Time: 3154.07 ms [2022-03-10 00:04:32 main:574] : INFO : Epoch 1941 | loss: 0.0312359 | val_loss: 0.0312362 | Time: 2414.82 ms [2022-03-10 00:04:35 main:574] : INFO : Epoch 1942 | loss: 0.0312363 | val_loss: 0.031236 | Time: 3410.52 ms [2022-03-10 00:04:39 main:574] : INFO : Epoch 1943 | loss: 0.0312349 | val_loss: 0.0312364 | Time: 3078.13 ms [2022-03-10 00:04:42 main:574] : INFO : Epoch 1944 | loss: 0.0312349 | val_loss: 0.0312357 | Time: 3106 ms [2022-03-10 00:04:45 main:574] : INFO : Epoch 1945 | loss: 0.0312362 | val_loss: 0.0312401 | Time: 3710.81 ms [2022-03-10 00:04:48 main:574] : INFO : Epoch 1946 | loss: 0.031237 | val_loss: 0.0312364 | Time: 2980.74 ms [2022-03-10 00:04:51 main:574] : INFO : Epoch 1947 | loss: 0.0312355 | val_loss: 0.0312371 | Time: 2918.56 ms [2022-03-10 00:04:55 main:574] : INFO : Epoch 1948 | loss: 0.031236 | val_loss: 0.0312361 | Time: 3280.32 ms [2022-03-10 00:04:57 main:574] : INFO : Epoch 1949 | loss: 0.0312357 | val_loss: 0.0312403 | Time: 2750.18 ms [2022-03-10 00:05:01 main:574] : INFO : Epoch 1950 | loss: 0.0312368 | val_loss: 0.031236 | Time: 3292.03 ms [2022-03-10 00:05:04 main:574] : INFO : Epoch 1951 | loss: 0.0312359 | val_loss: 0.0312386 | Time: 2940.89 ms [2022-03-10 00:05:07 main:574] : INFO : Epoch 1952 | loss: 0.0312375 | val_loss: 0.031237 | Time: 2983.54 ms [2022-03-10 00:05:09 main:574] : INFO : Epoch 1953 | loss: 0.0312376 | val_loss: 0.0312358 | Time: 2556.17 ms [2022-03-10 00:05:12 main:574] : INFO : Epoch 1954 | loss: 0.0312368 | val_loss: 0.0312417 | Time: 2841.68 ms [2022-03-10 00:05:15 main:574] : INFO : Epoch 1955 | loss: 0.0312358 | val_loss: 0.0312375 | Time: 2987.55 ms [2022-03-10 00:05:19 main:574] : INFO : Epoch 1956 | loss: 0.0312358 | val_loss: 0.0312359 | Time: 3242.16 ms [2022-03-10 00:05:22 main:574] : INFO : Epoch 1957 | loss: 0.0312358 | val_loss: 0.0312367 | Time: 3266.62 ms [2022-03-10 00:05:25 main:574] : INFO : Epoch 1958 | loss: 0.0312349 | val_loss: 0.0312357 | Time: 3169.01 ms [2022-03-10 00:05:28 main:574] : INFO : Epoch 1959 | loss: 0.0312351 | val_loss: 0.0312369 | Time: 3201.31 ms [2022-03-10 00:05:31 main:574] : INFO : Epoch 1960 | loss: 0.0312377 | val_loss: 0.0312368 | Time: 3091.94 ms [2022-03-10 00:05:35 main:574] : INFO : Epoch 1961 | loss: 0.0312367 | val_loss: 0.0312433 | Time: 3191.15 ms [2022-03-10 00:05:37 main:574] : INFO : Epoch 1962 | loss: 0.0312364 | val_loss: 0.031236 | Time: 2607.06 ms [2022-03-10 00:05:40 main:574] : INFO : Epoch 1963 | loss: 0.0312354 | val_loss: 0.0312359 | Time: 3204.98 ms [2022-03-10 00:05:43 main:574] : INFO : Epoch 1964 | loss: 0.0312366 | val_loss: 0.0312385 | Time: 2748 ms [2022-03-10 00:05:46 main:574] : INFO : Epoch 1965 | loss: 0.0312365 | val_loss: 0.0312374 | Time: 3237.28 ms [2022-03-10 00:05:50 main:574] : INFO : Epoch 1966 | loss: 0.0312355 | val_loss: 0.0312384 | Time: 3040.15 ms [2022-03-10 00:05:53 main:574] : INFO : Epoch 1967 | loss: 0.0312349 | val_loss: 0.031236 | Time: 3024.93 ms [2022-03-10 00:05:55 main:574] : INFO : Epoch 1968 | loss: 0.0312349 | val_loss: 0.0312364 | Time: 2662.55 ms [2022-03-10 00:05:58 main:574] : INFO : Epoch 1969 | loss: 0.0312355 | val_loss: 0.0312371 | Time: 2620.97 ms [2022-03-10 00:06:01 main:574] : INFO : Epoch 1970 | loss: 0.0312368 | val_loss: 0.0312357 | Time: 2918.36 ms [2022-03-10 00:06:04 main:574] : INFO : Epoch 1971 | loss: 0.031236 | val_loss: 0.0312363 | Time: 2552.77 ms [2022-03-10 00:06:06 main:574] : INFO : Epoch 1972 | loss: 0.0312358 | val_loss: 0.0312371 | Time: 2689.74 ms [2022-03-10 00:06:09 main:574] : INFO : Epoch 1973 | loss: 0.0312362 | val_loss: 0.0312377 | Time: 2760.19 ms [2022-03-10 00:06:12 main:574] : INFO : Epoch 1974 | loss: 0.0312357 | val_loss: 0.0312384 | Time: 3026.44 ms [2022-03-10 00:06:16 main:574] : INFO : Epoch 1975 | loss: 0.0312375 | val_loss: 0.0312374 | Time: 3393.71 ms [2022-03-10 00:06:18 main:574] : INFO : Epoch 1976 | loss: 0.0312367 | val_loss: 0.0312403 | Time: 2823.67 ms [2022-03-10 00:06:21 main:574] : INFO : Epoch 1977 | loss: 0.0312368 | val_loss: 0.0312366 | Time: 2738.45 ms [2022-03-10 00:06:24 main:574] : INFO : Epoch 1978 | loss: 0.031237 | val_loss: 0.0312377 | Time: 2918.85 ms [2022-03-10 00:06:28 main:574] : INFO : Epoch 1979 | loss: 0.0312366 | val_loss: 0.0312379 | Time: 3741.61 ms [2022-03-10 00:06:31 main:574] : INFO : Epoch 1980 | loss: 0.0312359 | val_loss: 0.0312357 | Time: 3179.1 ms [2022-03-10 00:06:34 main:574] : INFO : Epoch 1981 | loss: 0.0312386 | val_loss: 0.031238 | Time: 3409.75 ms [2022-03-10 00:06:38 main:574] : INFO : Epoch 1982 | loss: 0.0312384 | val_loss: 0.0312396 | Time: 3140.47 ms [2022-03-10 00:06:41 main:574] : INFO : Epoch 1983 | loss: 0.031238 | val_loss: 0.0312364 | Time: 3439.4 ms [2022-03-10 00:06:44 main:574] : INFO : Epoch 1984 | loss: 0.0312359 | val_loss: 0.0312357 | Time: 2963.68 ms [2022-03-10 00:06:48 main:574] : INFO : Epoch 1985 | loss: 0.0312353 | val_loss: 0.0312368 | Time: 3392.74 ms [2022-03-10 00:06:51 main:574] : INFO : Epoch 1986 | loss: 0.0312369 | val_loss: 0.031237 | Time: 3301.7 ms [2022-03-10 00:06:54 main:574] : INFO : Epoch 1987 | loss: 0.0312362 | val_loss: 0.0312371 | Time: 2942.88 ms [2022-03-10 00:06:57 main:574] : INFO : Epoch 1988 | loss: 0.0312366 | val_loss: 0.0312371 | Time: 3342.83 ms [2022-03-10 00:07:00 main:574] : INFO : Epoch 1989 | loss: 0.0312382 | val_loss: 0.0312427 | Time: 3172.69 ms [2022-03-10 00:07:03 main:574] : INFO : Epoch 1990 | loss: 0.0312374 | val_loss: 0.0312362 | Time: 2848.49 ms [2022-03-10 00:07:07 main:574] : INFO : Epoch 1991 | loss: 0.0312364 | val_loss: 0.0312371 | Time: 3379.13 ms [2022-03-10 00:07:10 main:574] : INFO : Epoch 1992 | loss: 0.0312364 | val_loss: 0.0312396 | Time: 3134.79 ms [2022-03-10 00:07:13 main:574] : INFO : Epoch 1993 | loss: 0.0312355 | val_loss: 0.0312361 | Time: 2845.29 ms [2022-03-10 00:07:16 main:574] : INFO : Epoch 1994 | loss: 0.0312362 | val_loss: 0.0312366 | Time: 3638.65 ms [2022-03-10 00:07:19 main:574] : INFO : Epoch 1995 | loss: 0.0312353 | val_loss: 0.0312357 | Time: 2631.13 ms [2022-03-10 00:07:22 main:574] : INFO : Epoch 1996 | loss: 0.0312369 | val_loss: 0.0312434 | Time: 2633.16 ms [2022-03-10 00:07:24 main:574] : INFO : Epoch 1997 | loss: 0.0312381 | val_loss: 0.0312358 | Time: 2543.34 ms [2022-03-10 00:07:27 main:574] : INFO : Epoch 1998 | loss: 0.0312377 | val_loss: 0.0312388 | Time: 2898.29 ms [2022-03-10 00:07:30 main:574] : INFO : Epoch 1999 | loss: 0.0312414 | val_loss: 0.0312389 | Time: 2840.28 ms [2022-03-10 00:07:32 main:574] : INFO : Epoch 2000 | loss: 0.0312396 | val_loss: 0.0312433 | Time: 2408.86 ms [2022-03-10 00:07:36 main:574] : INFO : Epoch 2001 | loss: 0.0312386 | val_loss: 0.0312378 | Time: 3695.55 ms [2022-03-10 00:07:39 main:574] : INFO : Epoch 2002 | loss: 0.0312359 | val_loss: 0.0312378 | Time: 2871.74 ms [2022-03-10 00:07:42 main:574] : INFO : Epoch 2003 | loss: 0.0312397 | val_loss: 0.0312371 | Time: 2867.02 ms [2022-03-10 00:07:45 main:574] : INFO : Epoch 2004 | loss: 0.031236 | val_loss: 0.0312367 | Time: 3040.33 ms [2022-03-10 00:07:49 main:574] : INFO : Epoch 2005 | loss: 0.0312352 | val_loss: 0.0312391 | Time: 3702.53 ms [2022-03-10 00:07:52 main:574] : INFO : Epoch 2006 | loss: 0.0312362 | val_loss: 0.0312359 | Time: 3437.32 ms [2022-03-10 00:07:55 main:574] : INFO : Epoch 2007 | loss: 0.0312354 | val_loss: 0.031236 | Time: 3025.25 ms [2022-03-10 00:07:58 main:574] : INFO : Epoch 2008 | loss: 0.0312355 | val_loss: 0.0312355 | Time: 2796.96 ms [2022-03-10 00:08:01 main:574] : INFO : Epoch 2009 | loss: 0.0312349 | val_loss: 0.0312378 | Time: 2667.73 ms [2022-03-10 00:08:04 main:574] : INFO : Epoch 2010 | loss: 0.031236 | val_loss: 0.0312364 | Time: 3516.7 ms [2022-03-10 00:08:07 main:574] : INFO : Epoch 2011 | loss: 0.0312361 | val_loss: 0.031236 | Time: 3043.62 ms [2022-03-10 00:08:12 main:574] : INFO : Epoch 2012 | loss: 0.0312377 | val_loss: 0.0312373 | Time: 4104.27 ms [2022-03-10 00:08:14 main:574] : INFO : Epoch 2013 | loss: 0.0312358 | val_loss: 0.0312358 | Time: 2716.19 ms [2022-03-10 00:08:17 main:574] : INFO : Epoch 2014 | loss: 0.0312352 | val_loss: 0.0312358 | Time: 2604.84 ms [2022-03-10 00:08:20 main:574] : INFO : Epoch 2015 | loss: 0.0312355 | val_loss: 0.0312366 | Time: 2725.4 ms [2022-03-10 00:08:22 main:574] : INFO : Epoch 2016 | loss: 0.0312358 | val_loss: 0.031237 | Time: 2703.27 ms [2022-03-10 00:08:26 main:574] : INFO : Epoch 2017 | loss: 0.0312365 | val_loss: 0.0312357 | Time: 3387.38 ms [2022-03-10 00:08:29 main:574] : INFO : Epoch 2018 | loss: 0.0312359 | val_loss: 0.0312364 | Time: 3170.3 ms [2022-03-10 00:08:32 main:574] : INFO : Epoch 2019 | loss: 0.0312378 | val_loss: 0.0312377 | Time: 2616.7 ms [2022-03-10 00:08:36 main:574] : INFO : Epoch 2020 | loss: 0.0312359 | val_loss: 0.0312394 | Time: 3703.64 ms [2022-03-10 00:08:39 main:574] : INFO : Epoch 2021 | loss: 0.0312362 | val_loss: 0.0312369 | Time: 2981.43 ms [2022-03-10 00:08:42 main:574] : INFO : Epoch 2022 | loss: 0.0312356 | val_loss: 0.0312362 | Time: 2887.49 ms [2022-03-10 00:08:45 main:574] : INFO : Epoch 2023 | loss: 0.0312357 | val_loss: 0.0312385 | Time: 2913.16 ms [2022-03-10 00:08:47 main:574] : INFO : Epoch 2024 | loss: 0.0312361 | val_loss: 0.0312359 | Time: 2851.03 ms [2022-03-10 00:08:51 main:574] : INFO : Epoch 2025 | loss: 0.0312354 | val_loss: 0.0312369 | Time: 3589.35 ms [2022-03-10 00:08:54 main:574] : INFO : Epoch 2026 | loss: 0.0312351 | val_loss: 0.0312361 | Time: 3160.6 ms [2022-03-10 00:08:57 main:574] : INFO : Epoch 2027 | loss: 0.0312363 | val_loss: 0.0312383 | Time: 2895.53 ms [2022-03-10 00:09:00 main:574] : INFO : Epoch 2028 | loss: 0.0312356 | val_loss: 0.031237 | Time: 3091.8 ms [2022-03-10 00:09:03 main:574] : INFO : Epoch 2029 | loss: 0.0312359 | val_loss: 0.0312359 | Time: 3030.66 ms [2022-03-10 00:09:07 main:574] : INFO : Epoch 2030 | loss: 0.0312352 | val_loss: 0.0312367 | Time: 3736.35 ms [2022-03-10 00:09:10 main:574] : INFO : Epoch 2031 | loss: 0.0312354 | val_loss: 0.0312378 | Time: 3279.28 ms [2022-03-10 00:09:14 main:574] : INFO : Epoch 2032 | loss: 0.0312371 | val_loss: 0.0312383 | Time: 3107.52 ms [2022-03-10 00:09:17 main:574] : INFO : Epoch 2033 | loss: 0.0312367 | val_loss: 0.0312378 | Time: 3391.81 ms [2022-03-10 00:09:21 main:574] : INFO : Epoch 2034 | loss: 0.0312382 | val_loss: 0.0312381 | Time: 3564.3 ms [2022-03-10 00:09:25 main:574] : INFO : Epoch 2035 | loss: 0.0312354 | val_loss: 0.031236 | Time: 4381.67 ms [2022-03-10 00:09:28 main:574] : INFO : Epoch 2036 | loss: 0.0312351 | val_loss: 0.0312356 | Time: 2678.77 ms [2022-03-10 00:09:31 main:574] : INFO : Epoch 2037 | loss: 0.0312362 | val_loss: 0.0312382 | Time: 3242.82 ms [2022-03-10 00:09:33 main:574] : INFO : Epoch 2038 | loss: 0.0312365 | val_loss: 0.0312367 | Time: 2513.69 ms [2022-03-10 00:09:36 main:574] : INFO : Epoch 2039 | loss: 0.0312355 | val_loss: 0.0312371 | Time: 2541.71 ms [2022-03-10 00:09:39 main:574] : INFO : Epoch 2040 | loss: 0.0312361 | val_loss: 0.0312375 | Time: 2834.38 ms [2022-03-10 00:09:42 main:574] : INFO : Epoch 2041 | loss: 0.0312376 | val_loss: 0.0312426 | Time: 2654.41 ms [2022-03-10 00:09:46 main:574] : INFO : Epoch 2042 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 3986.02 ms [2022-03-10 00:09:49 main:574] : INFO : Epoch 2043 | loss: 0.0312375 | val_loss: 0.031237 | Time: 3356.49 ms [2022-03-10 00:09:52 main:574] : INFO : Epoch 2044 | loss: 0.0312371 | val_loss: 0.0312426 | Time: 2638.35 ms [2022-03-10 00:09:55 main:574] : INFO : Epoch 2045 | loss: 0.0312378 | val_loss: 0.031239 | Time: 3028.34 ms [2022-03-10 00:09:58 main:574] : INFO : Epoch 2046 | loss: 0.0312363 | val_loss: 0.031237 | Time: 2817.29 ms [2022-03-10 00:10:01 main:574] : INFO : Epoch 2047 | loss: 0.0312371 | val_loss: 0.0312391 | Time: 3069.11 ms [2022-03-10 00:10:04 main:574] : INFO : Epoch 2048 | loss: 0.0312359 | val_loss: 0.0312408 | Time: 3079.91 ms [2022-03-10 00:10:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312408 [2022-03-10 00:10:04 main:603] : INFO : Saving end state to config to file [2022-03-10 00:10:04 main:608] : INFO : Success, exiting.. 00:10:04 (26324): 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)