Task 14368172
| Name | ParityModified-1647048546-17725-3-0_0 |
| Workunit | 11415097 |
| Created | 4 Apr 2022, 23:16:38 UTC |
| Sent | 10 Apr 2022, 7:33:31 UTC |
| Report deadline | 18 Apr 2022, 7:33:31 UTC |
| Received | 10 Apr 2022, 12:01:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 1 hours 36 min 49 sec |
| CPU time | 1 hours 3 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 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: 0.0312331 | val_loss: 0.0312351 | Time: 2862.84 ms [2022-04-10 04:37:02 main:574] : INFO : Epoch 1543 | loss: 0.0312332 | val_loss: 0.0312362 | Time: 2869.34 ms [2022-04-10 04:37:05 main:574] : INFO : Epoch 1544 | loss: 0.0312341 | val_loss: 0.0312365 | Time: 2962.27 ms [2022-04-10 04:37:08 main:574] : INFO : Epoch 1545 | loss: 0.0312358 | val_loss: 0.0312363 | Time: 2797.05 ms [2022-04-10 04:37:11 main:574] : INFO : Epoch 1546 | loss: 0.0312338 | val_loss: 0.0312411 | Time: 2832.4 ms [2022-04-10 04:37:13 main:574] : INFO : Epoch 1547 | loss: 0.0312368 | val_loss: 0.031237 | Time: 2853.1 ms [2022-04-10 04:37:16 main:574] : INFO : Epoch 1548 | loss: 0.0312355 | val_loss: 0.031238 | Time: 2748.32 ms [2022-04-10 04:37:19 main:574] : INFO : Epoch 1549 | loss: 0.0312335 | val_loss: 0.0312351 | Time: 2722.84 ms [2022-04-10 04:37:22 main:574] : INFO : Epoch 1550 | loss: 0.0312333 | val_loss: 0.0312352 | Time: 2692.52 ms [2022-04-10 04:37:24 main:574] : INFO : Epoch 1551 | loss: 0.0312338 | val_loss: 0.0312356 | Time: 2631.92 ms [2022-04-10 04:37:27 main:574] : INFO : Epoch 1552 | loss: 0.0312353 | val_loss: 0.031238 | Time: 2651.52 ms [2022-04-10 04:37:30 main:574] : INFO : Epoch 1553 | loss: 0.0312342 | val_loss: 0.0312387 | Time: 2682.51 ms [2022-04-10 04:37:32 main:574] : INFO : Epoch 1554 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 2809.69 ms [2022-04-10 04:37:35 main:574] : INFO : Epoch 1555 | loss: 0.0312343 | val_loss: 0.0312354 | Time: 2685.05 ms [2022-04-10 04:37:38 main:574] : INFO : Epoch 1556 | loss: 0.0312333 | val_loss: 0.0312366 | Time: 2611.3 ms [2022-04-10 04:37:40 main:574] : INFO : Epoch 1557 | loss: 0.0312338 | val_loss: 0.0312365 | Time: 2559.85 ms [2022-04-10 04:37:43 main:574] : INFO : Epoch 1558 | loss: 0.0312343 | val_loss: 0.0312364 | Time: 2778.71 ms [2022-04-10 04:37:46 main:574] : INFO : Epoch 1559 | loss: 0.0312338 | val_loss: 0.0312353 | Time: 2748.35 ms [2022-04-10 04:37:49 main:574] : INFO : Epoch 1560 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 2637.66 ms [2022-04-10 04:37:51 main:574] : INFO : Epoch 1561 | loss: 0.0312336 | val_loss: 0.0312351 | Time: 2714.35 ms [2022-04-10 04:37:54 main:574] : INFO : Epoch 1562 | loss: 0.031233 | val_loss: 0.0312371 | Time: 2775.27 ms [2022-04-10 04:37:57 main:574] : INFO : Epoch 1563 | loss: 0.0312352 | val_loss: 0.031238 | Time: 2896.95 ms [2022-04-10 04:38:00 main:574] : INFO : Epoch 1564 | loss: 0.0312343 | val_loss: 0.0312361 | Time: 3214.39 ms [2022-04-10 04:38:04 main:574] : INFO : Epoch 1565 | loss: 0.0312331 | val_loss: 0.0312361 | Time: 3299.53 ms [2022-04-10 04:38:07 main:574] : INFO : Epoch 1566 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 2764.6 ms [2022-04-10 04:38:10 main:574] : INFO : Epoch 1567 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 3003.02 ms [2022-04-10 04:38:12 main:574] : INFO : Epoch 1568 | loss: 0.0312337 | val_loss: 0.0312352 | Time: 2885.56 ms [2022-04-10 04:38:15 main:574] : INFO : Epoch 1569 | loss: 0.0312331 | val_loss: 0.031235 | Time: 2820.33 ms [2022-04-10 04:38:18 main:574] : INFO : Epoch 1570 | loss: 0.0312336 | val_loss: 0.0312356 | Time: 2474.24 ms [2022-04-10 04:38:20 main:574] : INFO : Epoch 1571 | loss: 0.0312343 | val_loss: 0.0312366 | Time: 2704.06 ms [2022-04-10 04:38:23 main:574] : INFO : Epoch 1572 | loss: 0.0312334 | val_loss: 0.0312395 | Time: 2503.07 ms [2022-04-10 04:38:25 main:574] : INFO : Epoch 1573 | loss: 0.031234 | val_loss: 0.0312349 | Time: 2456.09 ms [2022-04-10 04:38:28 main:574] : INFO : Epoch 1574 | loss: 0.0312331 | val_loss: 0.0312359 | Time: 2545.3 ms [2022-04-10 04:38:31 main:574] : INFO : Epoch 1575 | loss: 0.0312334 | val_loss: 0.0312354 | Time: 2570.3 ms [2022-04-10 04:38:33 main:574] : INFO : Epoch 1576 | loss: 0.0312333 | val_loss: 0.031237 | Time: 2616.88 ms [2022-04-10 04:38:36 main:574] : INFO : Epoch 1577 | loss: 0.0312333 | val_loss: 0.0312352 | Time: 2546.42 ms [2022-04-10 04:38:39 main:574] : INFO : Epoch 1578 | loss: 0.0312336 | val_loss: 0.031235 | Time: 2745.45 ms [2022-04-10 04:38:41 main:574] : INFO : Epoch 1579 | loss: 0.0312332 | val_loss: 0.031236 | Time: 2514.12 ms [2022-04-10 04:38:44 main:574] : INFO : Epoch 1580 | loss: 0.0312335 | val_loss: 0.031235 | Time: 2442.48 ms [2022-04-10 04:38:46 main:574] : INFO : Epoch 1581 | loss: 0.0312332 | val_loss: 0.0312351 | Time: 2547.7 ms [2022-04-10 04:38:49 main:574] : INFO : Epoch 1582 | loss: 0.0312337 | val_loss: 0.0312375 | Time: 2439.78 ms [2022-04-10 04:38:51 main:574] : INFO : Epoch 1583 | loss: 0.0312335 | val_loss: 0.0312353 | Time: 2427.11 ms [2022-04-10 04:38:53 main:574] : INFO : Epoch 1584 | loss: 0.0312337 | val_loss: 0.031235 | Time: 2445.66 ms [2022-04-10 04:38:56 main:574] : INFO : Epoch 1585 | loss: 0.031234 | val_loss: 0.0312355 | Time: 2472.96 ms [2022-04-10 04:38:59 main:574] : INFO : Epoch 1586 | loss: 0.0312332 | val_loss: 0.0312349 | Time: 2803.4 ms [2022-04-10 04:39:02 main:574] : INFO : Epoch 1587 | loss: 0.0312331 | val_loss: 0.0312354 | Time: 2818.2 ms [2022-04-10 04:39:04 main:574] : INFO : Epoch 1588 | loss: 0.0312332 | val_loss: 0.0312358 | Time: 2631.42 ms [2022-04-10 04:39:07 main:574] : INFO : Epoch 1589 | loss: 0.0312334 | val_loss: 0.0312351 | Time: 2560.12 ms [2022-04-10 04:39:10 main:574] : INFO : Epoch 1590 | loss: 0.0312331 | val_loss: 0.0312368 | Time: 3074.32 ms [2022-04-10 04:39:13 main:574] : INFO : Epoch 1591 | loss: 0.0312343 | val_loss: 0.0312357 | Time: 2684.85 ms [2022-04-10 04:39:15 main:574] : INFO : Epoch 1592 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 2560.76 ms [2022-04-10 04:39:18 main:574] : INFO : Epoch 1593 | loss: 0.0312332 | val_loss: 0.0312357 | Time: 3228.66 ms [2022-04-10 04:39:21 main:574] : INFO : Epoch 1594 | loss: 0.0312334 | val_loss: 0.0312358 | Time: 2691.96 ms [2022-04-10 04:39:25 main:574] : INFO : Epoch 1595 | loss: 0.0312332 | val_loss: 0.0312363 | Time: 3475.1 ms [2022-04-10 04:39:28 main:574] : INFO : Epoch 1596 | loss: 0.0312342 | val_loss: 0.0312361 | Time: 3280.25 ms [2022-04-10 04:39:31 main:574] : INFO : Epoch 1597 | loss: 0.0312339 | val_loss: 0.0312351 | Time: 3129.6 ms [2022-04-10 04:39:34 main:574] : INFO : Epoch 1598 | loss: 0.0312338 | val_loss: 0.0312358 | Time: 2947.46 ms [2022-04-10 04:39:37 main:574] : INFO : Epoch 1599 | loss: 0.0312356 | val_loss: 0.0312404 | Time: 3328.34 ms [2022-04-10 04:39:41 main:574] : INFO : Epoch 1600 | loss: 0.0312345 | val_loss: 0.0312358 | Time: 4009.09 ms [2022-04-10 04:39:45 main:574] : INFO : Epoch 1601 | loss: 0.0312343 | val_loss: 0.031235 | Time: 3263.49 ms [2022-04-10 04:39:48 main:574] : INFO : Epoch 1602 | loss: 0.0312334 | val_loss: 0.0312354 | Time: 3226.52 ms [2022-04-10 04:39:51 main:574] : INFO : Epoch 1603 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 3446.07 ms [2022-04-10 04:39:55 main:574] : INFO : Epoch 1604 | loss: 0.0312334 | val_loss: 0.0312349 | Time: 3724.55 ms [2022-04-10 04:39:59 main:574] : INFO : Epoch 1605 | loss: 0.0312344 | val_loss: 0.0312351 | Time: 3751.74 ms [2022-04-10 04:40:02 main:574] : INFO : Epoch 1606 | loss: 0.0312384 | val_loss: 0.0312395 | Time: 3301.49 ms [2022-04-10 04:40:05 main:574] : INFO : Epoch 1607 | loss: 0.0312367 | val_loss: 0.0312356 | Time: 3243.51 ms [2022-04-10 04:40:08 main:574] : INFO : Epoch 1608 | loss: 0.0312332 | val_loss: 0.0312352 | Time: 3075.24 ms [2022-04-10 04:40:12 main:574] : INFO : Epoch 1609 | loss: 0.0312332 | val_loss: 0.031235 | Time: 3627.77 ms [2022-04-10 04:40:16 main:574] : INFO : Epoch 1610 | loss: 0.031233 | val_loss: 0.0312351 | Time: 3442.66 ms [2022-04-10 04:40:19 main:574] : INFO : Epoch 1611 | loss: 0.0312331 | val_loss: 0.0312352 | Time: 3103.43 ms [2022-04-10 04:40:22 main:574] : INFO : Epoch 1612 | loss: 0.0312334 | val_loss: 0.031236 | Time: 2777.04 ms [2022-04-10 04:40:24 main:574] : INFO : Epoch 1613 | loss: 0.0312345 | val_loss: 0.0312358 | Time: 2813.2 ms [2022-04-10 04:40:27 main:574] : INFO : Epoch 1614 | loss: 0.0312336 | val_loss: 0.0312357 | Time: 2823.06 ms [2022-04-10 04:40:30 main:574] : INFO : Epoch 1615 | loss: 0.0312345 | val_loss: 0.0312367 | Time: 2753.34 ms [2022-04-10 04:40:33 main:574] : INFO : Epoch 1616 | loss: 0.0312357 | val_loss: 0.031237 | Time: 2674.38 ms [2022-04-10 04:40:36 main:574] : INFO : Epoch 1617 | loss: 0.0312353 | val_loss: 0.0312382 | Time: 2957.84 ms [2022-04-10 04:40:38 main:574] : INFO : Epoch 1618 | loss: 0.0312368 | val_loss: 0.0312392 | Time: 2651.42 ms [2022-04-10 04:40:41 main:574] : INFO : Epoch 1619 | loss: 0.0312367 | val_loss: 0.0312354 | Time: 2927.46 ms [2022-04-10 04:40:44 main:574] : INFO : Epoch 1620 | loss: 0.0312345 | val_loss: 0.0312353 | Time: 3133.57 ms [2022-04-10 04:40:48 main:574] : INFO : Epoch 1621 | loss: 0.0312331 | val_loss: 0.0312352 | Time: 3688.28 ms [2022-04-10 04:40:51 main:574] : INFO : Epoch 1622 | loss: 0.0312336 | val_loss: 0.031236 | Time: 3252.58 ms [2022-04-10 04:40:55 main:574] : INFO : Epoch 1623 | loss: 0.0312335 | val_loss: 0.0312352 | Time: 3335.48 ms [2022-04-10 04:40:58 main:574] : INFO : Epoch 1624 | loss: 0.0312336 | val_loss: 0.0312351 | Time: 3378.18 ms [2022-04-10 04:41:02 main:574] : INFO : Epoch 1625 | loss: 0.0312334 | val_loss: 0.0312353 | Time: 3723.88 ms [2022-04-10 04:41:06 main:574] : INFO : Epoch 1626 | loss: 0.0312335 | val_loss: 0.0312351 | Time: 3604.09 ms [2022-04-10 04:41:09 main:574] : INFO : Epoch 1627 | loss: 0.0312334 | val_loss: 0.0312357 | Time: 3405.19 ms [2022-04-10 04:41:13 main:574] : INFO : Epoch 1628 | loss: 0.0312337 | val_loss: 0.0312354 | Time: 3308.04 ms [2022-04-10 04:41:16 main:574] : INFO : Epoch 1629 | loss: 0.0312353 | val_loss: 0.0312407 | Time: 3033.57 ms [2022-04-10 04:41:19 main:574] : INFO : Epoch 1630 | loss: 0.0312352 | val_loss: 0.0312395 | Time: 3196.05 ms [2022-04-10 04:41:23 main:574] : INFO : Epoch 1631 | loss: 0.0312346 | val_loss: 0.0312351 | Time: 3901.75 ms [2022-04-10 04:41:27 main:574] : INFO : Epoch 1632 | loss: 0.0312336 | val_loss: 0.031235 | Time: 3847.36 ms [2022-04-10 04:41:30 main:574] : INFO : Epoch 1633 | loss: 0.0312336 | val_loss: 0.0312356 | Time: 3089.95 ms [2022-04-10 04:41:33 main:574] : INFO : Epoch 1634 | loss: 0.031234 | val_loss: 0.0312362 | Time: 3259.15 ms [2022-04-10 04:41:37 main:574] : INFO : Epoch 1635 | loss: 0.031236 | val_loss: 0.0312358 | Time: 3453.09 ms [2022-04-10 04:41:40 main:574] : INFO : Epoch 1636 | loss: 0.0312338 | val_loss: 0.0312356 | Time: 3257.6 ms [2022-04-10 04:41:43 main:574] : INFO : Epoch 1637 | loss: 0.0312337 | val_loss: 0.0312354 | Time: 3354.73 ms [2022-04-10 04:41:47 main:574] : INFO : Epoch 1638 | loss: 0.0312332 | val_loss: 0.0312365 | Time: 3553.43 ms [2022-04-10 04:41:50 main:574] : INFO : Epoch 1639 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 3093.17 ms [2022-04-10 04:41:53 main:574] : INFO : Epoch 1640 | loss: 0.0312333 | val_loss: 0.0312356 | Time: 3375.88 ms [2022-04-10 04:41:56 main:574] : INFO : Epoch 1641 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 2944.81 ms [2022-04-10 04:41:59 main:574] : INFO : Epoch 1642 | loss: 0.0312335 | val_loss: 0.0312379 | Time: 2920.7 ms [2022-04-10 04:42:03 main:574] : INFO : Epoch 1643 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 3075.95 ms [2022-04-10 04:42:06 main:574] : INFO : Epoch 1644 | loss: 0.0312336 | val_loss: 0.0312359 | Time: 3404.82 ms [2022-04-10 04:42:09 main:574] : INFO : Epoch 1645 | loss: 0.031234 | val_loss: 0.0312372 | Time: 3298.24 ms [2022-04-10 04:42:12 main:574] : INFO : Epoch 1646 | loss: 0.0312337 | val_loss: 0.0312356 | Time: 3122.62 ms [2022-04-10 04:42:16 main:574] : INFO : Epoch 1647 | loss: 0.0312338 | val_loss: 0.0312351 | Time: 3165.39 ms [2022-04-10 04:42:19 main:574] : INFO : Epoch 1648 | loss: 0.0312343 | val_loss: 0.0312358 | Time: 2975.41 ms [2022-04-10 04:42:22 main:574] : INFO : Epoch 1649 | loss: 0.0312338 | val_loss: 0.0312353 | Time: 3047.82 ms [2022-04-10 04:42:25 main:574] : INFO : Epoch 1650 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 3143.05 ms [2022-04-10 04:42:29 main:574] : INFO : Epoch 1651 | loss: 0.0312347 | val_loss: 0.031236 | Time: 4202.33 ms [2022-04-10 04:42:32 main:574] : INFO : Epoch 1652 | loss: 0.031234 | val_loss: 0.0312349 | Time: 3131.05 ms [2022-04-10 04:42:36 main:574] : INFO : Epoch 1653 | loss: 0.0312339 | val_loss: 0.0312365 | Time: 3196.02 ms [2022-04-10 04:42:40 main:574] : INFO : Epoch 1654 | loss: 0.0312337 | val_loss: 0.031237 | Time: 3981.21 ms [2022-04-10 04:42:44 main:574] : INFO : Epoch 1655 | loss: 0.0312344 | val_loss: 0.0312371 | Time: 3763.06 ms [2022-04-10 04:42:47 main:574] : INFO : Epoch 1656 | loss: 0.0312353 | val_loss: 0.0312352 | Time: 3159.97 ms [2022-04-10 04:42:50 main:574] : INFO : Epoch 1657 | loss: 0.0312336 | val_loss: 0.0312362 | Time: 3328.82 ms [2022-04-10 04:42:54 main:574] : INFO : Epoch 1658 | loss: 0.0312337 | val_loss: 0.0312354 | Time: 3352.81 ms [2022-04-10 04:42:57 main:574] : INFO : Epoch 1659 | loss: 0.0312335 | val_loss: 0.031235 | Time: 3110.53 ms [2022-04-10 04:43:00 main:574] : INFO : Epoch 1660 | loss: 0.0312333 | val_loss: 0.0312368 | Time: 3192.54 ms [2022-04-10 04:43:03 main:574] : INFO : Epoch 1661 | loss: 0.0312335 | val_loss: 0.0312364 | Time: 3443.28 ms [2022-04-10 04:43:07 main:574] : INFO : Epoch 1662 | loss: 0.0312341 | val_loss: 0.0312381 | Time: 3529.86 ms [2022-04-10 04:43:10 main:574] : INFO : Epoch 1663 | loss: 0.0312337 | val_loss: 0.0312356 | Time: 3325.02 ms [2022-04-10 04:43:14 main:574] : INFO : Epoch 1664 | loss: 0.0312336 | val_loss: 0.0312356 | Time: 3676.44 ms [2022-04-10 04:43:17 main:574] : INFO : Epoch 1665 | loss: 0.0312345 | val_loss: 0.0312365 | Time: 3253.24 ms [2022-04-10 04:43:21 main:574] : INFO : Epoch 1666 | loss: 0.0312343 | val_loss: 0.0312357 | Time: 3177.47 ms [2022-04-10 04:43:24 main:574] : INFO : Epoch 1667 | loss: 0.0312335 | val_loss: 0.0312351 | Time: 3710.56 ms [2022-04-10 04:43:28 main:574] : INFO : Epoch 1668 | loss: 0.0312333 | val_loss: 0.0312358 | Time: 3820.81 ms [2022-04-10 04:43:32 main:574] : INFO : Epoch 1669 | loss: 0.0312336 | val_loss: 0.0312355 | Time: 3657.74 ms [2022-04-10 04:43:35 main:574] : INFO : Epoch 1670 | loss: 0.0312331 | val_loss: 0.0312368 | Time: 3035.35 ms [2022-04-10 04:43:38 main:574] : INFO : Epoch 1671 | loss: 0.0312339 | val_loss: 0.0312351 | Time: 3049.29 ms [2022-04-10 04:43:42 main:574] : INFO : Epoch 1672 | loss: 0.0312336 | val_loss: 0.0312354 | Time: 3529.51 ms [2022-04-10 04:43:45 main:574] : INFO : Epoch 1673 | loss: 0.0312332 | val_loss: 0.0312351 | Time: 3769.75 ms [2022-04-10 04:43:48 main:574] : INFO : Epoch 1674 | loss: 0.0312343 | val_loss: 0.0312358 | Time: 2542.63 ms [2022-04-10 04:43:51 main:574] : INFO : Epoch 1675 | loss: 0.0312343 | val_loss: 0.0312369 | Time: 2642.48 ms [2022-04-10 04:43:53 main:574] : INFO : Epoch 1676 | loss: 0.0312357 | val_loss: 0.0312351 | Time: 2557.85 ms [2022-04-10 04:43:56 main:574] : INFO : Epoch 1677 | loss: 0.031234 | val_loss: 0.0312353 | Time: 2483.44 ms [2022-04-10 04:43:58 main:574] : INFO : Epoch 1678 | loss: 0.0312336 | val_loss: 0.0312359 | Time: 2565.9 ms [2022-04-10 04:44:02 main:574] : INFO : Epoch 1679 | loss: 0.0312338 | val_loss: 0.0312357 | Time: 3582.47 ms [2022-04-10 04:44:05 main:574] : INFO : Epoch 1680 | loss: 0.0312339 | val_loss: 0.0312353 | Time: 3363.85 ms [2022-04-10 04:44:09 main:574] : INFO : Epoch 1681 | loss: 0.0312344 | val_loss: 0.031237 | Time: 3647.6 ms [2022-04-10 04:44:12 main:574] : INFO : Epoch 1682 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 2983.14 ms [2022-04-10 04:44:15 main:574] : INFO : Epoch 1683 | loss: 0.0312337 | val_loss: 0.0312371 | Time: 3303.79 ms [2022-04-10 04:44:18 main:574] : INFO : Epoch 1684 | loss: 0.031236 | val_loss: 0.0312363 | Time: 3007 ms [2022-04-10 04:44:21 main:574] : INFO : Epoch 1685 | loss: 0.0312344 | val_loss: 0.0312353 | Time: 2616.09 ms [2022-04-10 04:44:23 main:574] : INFO : Epoch 1686 | loss: 0.0312331 | val_loss: 0.0312359 | Time: 2510.31 ms [2022-04-10 04:44:27 main:574] : INFO : Epoch 1687 | loss: 0.0312336 | val_loss: 0.0312367 | Time: 3468.07 ms [2022-04-10 04:44:30 main:574] : INFO : Epoch 1688 | loss: 0.0312357 | val_loss: 0.0312416 | Time: 2912.94 ms [2022-04-10 04:44:34 main:574] : INFO : Epoch 1689 | loss: 0.0312353 | val_loss: 0.0312369 | Time: 3641.97 ms [2022-04-10 04:44:38 main:574] : INFO : Epoch 1690 | loss: 0.0312345 | val_loss: 0.0312366 | Time: 4098.57 ms [2022-04-10 04:44:42 main:574] : INFO : Epoch 1691 | loss: 0.0312348 | val_loss: 0.0312364 | Time: 3724.17 ms [2022-04-10 04:44:45 main:574] : INFO : Epoch 1692 | loss: 0.0312336 | val_loss: 0.0312359 | Time: 3466.53 ms [2022-04-10 04:44:48 main:574] : INFO : Epoch 1693 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 2414.05 ms [2022-04-10 04:44:50 main:574] : INFO : Epoch 1694 | loss: 0.0312339 | val_loss: 0.031235 | Time: 2445.18 ms [2022-04-10 04:44:53 main:574] : INFO : Epoch 1695 | loss: 0.031234 | val_loss: 0.0312353 | Time: 2995.45 ms [2022-04-10 04:44:56 main:574] : INFO : Epoch 1696 | loss: 0.0312347 | val_loss: 0.0312356 | Time: 2761.89 ms [2022-04-10 04:44:58 main:574] : INFO : Epoch 1697 | loss: 0.031235 | val_loss: 0.0312362 | Time: 2558.2 ms [2022-04-10 04:45:01 main:574] : INFO : Epoch 1698 | loss: 0.0312337 | val_loss: 0.031235 | Time: 2521.77 ms [2022-04-10 04:45:04 main:574] : INFO : Epoch 1699 | loss: 0.0312335 | val_loss: 0.0312355 | Time: 2510.49 ms [2022-04-10 04:45:06 main:574] : INFO : Epoch 1700 | loss: 0.0312335 | val_loss: 0.0312365 | Time: 2448.69 ms [2022-04-10 04:45:08 main:574] : INFO : Epoch 1701 | loss: 0.031234 | val_loss: 0.0312354 | Time: 2504.64 ms [2022-04-10 04:45:11 main:574] : INFO : Epoch 1702 | loss: 0.031234 | val_loss: 0.0312352 | Time: 2663.13 ms [2022-04-10 04:45:14 main:574] : INFO : Epoch 1703 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 2279.99 ms [2022-04-10 04:45:16 main:574] : INFO : Epoch 1704 | loss: 0.0312348 | val_loss: 0.0312355 | Time: 2330.2 ms [2022-04-10 04:45:18 main:574] : INFO : Epoch 1705 | loss: 0.0312347 | val_loss: 0.0312376 | Time: 2249.43 ms [2022-04-10 04:45:20 main:574] : INFO : Epoch 1706 | loss: 0.0312343 | val_loss: 0.0312351 | Time: 2291.22 ms [2022-04-10 04:45:23 main:574] : INFO : Epoch 1707 | loss: 0.0312334 | val_loss: 0.0312357 | Time: 2316.55 ms [2022-04-10 04:45:25 main:574] : INFO : Epoch 1708 | loss: 0.0312332 | val_loss: 0.0312352 | Time: 2308.53 ms [2022-04-10 04:45:27 main:574] : INFO : Epoch 1709 | loss: 0.0312334 | val_loss: 0.031235 | Time: 2266.72 ms [2022-04-10 04:45:30 main:574] : INFO : Epoch 1710 | loss: 0.0312342 | val_loss: 0.031241 | Time: 2301.54 ms [2022-04-10 04:45:32 main:574] : INFO : Epoch 1711 | loss: 0.0312344 | val_loss: 0.0312358 | Time: 2439.11 ms [2022-04-10 04:45:35 main:574] : INFO : Epoch 1712 | loss: 0.0312345 | val_loss: 0.0312366 | Time: 2382.81 ms [2022-04-10 04:45:37 main:574] : INFO : Epoch 1713 | loss: 0.0312339 | val_loss: 0.0312356 | Time: 2405.2 ms [2022-04-10 04:45:39 main:574] : INFO : Epoch 1714 | loss: 0.0312337 | val_loss: 0.0312352 | Time: 2322.35 ms [2022-04-10 04:45:42 main:574] : INFO : Epoch 1715 | loss: 0.0312334 | val_loss: 0.031235 | Time: 2466 ms [2022-04-10 04:45:44 main:574] : INFO : Epoch 1716 | loss: 0.0312335 | val_loss: 0.0312379 | Time: 2673.86 ms [2022-04-10 04:45:47 main:574] : INFO : Epoch 1717 | loss: 0.0312336 | val_loss: 0.0312358 | Time: 2856.04 ms [2022-04-10 04:45:50 main:574] : INFO : Epoch 1718 | loss: 0.0312334 | val_loss: 0.0312349 | Time: 2943.96 ms [2022-04-10 04:45:53 main:574] : INFO : Epoch 1719 | loss: 0.0312338 | val_loss: 0.031235 | Time: 2717.39 ms [2022-04-10 04:45:56 main:574] : INFO : Epoch 1720 | loss: 0.0312352 | val_loss: 0.0312369 | Time: 2846.67 ms [2022-04-10 04:45:59 main:574] : INFO : Epoch 1721 | loss: 0.0312342 | val_loss: 0.0312365 | Time: 2956.77 ms [2022-04-10 04:46:02 main:574] : INFO : Epoch 1722 | loss: 0.031234 | val_loss: 0.0312363 | Time: 2950.87 ms [2022-04-10 04:46:05 main:574] : INFO : Epoch 1723 | loss: 0.0312335 | val_loss: 0.0312355 | Time: 2759.62 ms [2022-04-10 04:46:07 main:574] : INFO : Epoch 1724 | loss: 0.0312334 | val_loss: 0.0312372 | Time: 2578.09 ms [2022-04-10 04:46:10 main:574] : INFO : Epoch 1725 | loss: 0.0312342 | val_loss: 0.031236 | Time: 2672.66 ms [2022-04-10 04:46:13 main:574] : INFO : Epoch 1726 | loss: 0.0312337 | val_loss: 0.031237 | Time: 2993.42 ms [2022-04-10 04:46:16 main:574] : INFO : Epoch 1727 | loss: 0.0312335 | val_loss: 0.0312352 | Time: 2612.42 ms [2022-04-10 04:46:19 main:574] : INFO : Epoch 1728 | loss: 0.0312334 | val_loss: 0.0312361 | Time: 2979.48 ms [2022-04-10 04:46:21 main:574] : INFO : Epoch 1729 | loss: 0.0312335 | val_loss: 0.0312355 | Time: 2605.13 ms [2022-04-10 04:46:24 main:574] : INFO : Epoch 1730 | loss: 0.0312336 | val_loss: 0.0312362 | Time: 2639.51 ms [2022-04-10 04:46:27 main:574] : INFO : Epoch 1731 | loss: 0.0312332 | val_loss: 0.0312354 | Time: 3042.34 ms [2022-04-10 04:46:30 main:574] : INFO : Epoch 1732 | loss: 0.031234 | val_loss: 0.0312354 | Time: 3034.92 ms [2022-04-10 04:46:33 main:574] : INFO : Epoch 1733 | loss: 0.0312334 | val_loss: 0.0312358 | Time: 2949.88 ms [2022-04-10 04:46:35 main:574] : INFO : Epoch 1734 | loss: 0.0312334 | val_loss: 0.0312352 | Time: 2429.12 ms [2022-04-10 04:46:38 main:574] : INFO : Epoch 1735 | loss: 0.0312333 | val_loss: 0.0312361 | Time: 3068.05 ms [2022-04-10 04:46:41 main:574] : INFO : Epoch 1736 | loss: 0.0312338 | val_loss: 0.031236 | Time: 2778.22 ms [2022-04-10 04:46:44 main:574] : INFO : Epoch 1737 | loss: 0.0312338 | val_loss: 0.0312353 | Time: 2669.8 ms [2022-04-10 04:46:47 main:574] : INFO : Epoch 1738 | loss: 0.0312344 | val_loss: 0.0312353 | Time: 2813.02 ms [2022-04-10 04:46:50 main:574] : INFO : Epoch 1739 | loss: 0.0312333 | val_loss: 0.0312354 | Time: 2770.43 ms [2022-04-10 04:46:52 main:574] : INFO : Epoch 1740 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 2767.77 ms [2022-04-10 04:46:55 main:574] : INFO : Epoch 1741 | loss: 0.0312345 | val_loss: 0.0312355 | Time: 2669.94 ms [2022-04-10 04:46:58 main:574] : INFO : Epoch 1742 | loss: 0.0312344 | val_loss: 0.031235 | Time: 2842.99 ms [2022-04-10 04:47:01 main:574] : INFO : Epoch 1743 | loss: 0.0312333 | val_loss: 0.0312357 | Time: 2709.41 ms [2022-04-10 04:47:04 main:574] : INFO : Epoch 1744 | loss: 0.0312335 | val_loss: 0.0312353 | Time: 3183.9 ms [2022-04-10 04:47:06 main:574] : INFO : Epoch 1745 | loss: 0.0312335 | val_loss: 0.0312354 | Time: 2479.37 ms [2022-04-10 04:47:09 main:574] : INFO : Epoch 1746 | loss: 0.0312333 | val_loss: 0.0312354 | Time: 3027.34 ms [2022-04-10 04:47:12 main:574] : INFO : Epoch 1747 | loss: 0.0312334 | val_loss: 0.031235 | Time: 3192.16 ms [2022-04-10 04:47:15 main:574] : INFO : Epoch 1748 | loss: 0.0312337 | val_loss: 0.0312355 | Time: 2667.04 ms [2022-04-10 04:47:18 main:574] : INFO : Epoch 1749 | loss: 0.031234 | val_loss: 0.031236 | Time: 2493.34 ms [2022-04-10 04:47:20 main:574] : INFO : Epoch 1750 | loss: 0.0312333 | val_loss: 0.031235 | Time: 2697.31 ms [2022-04-10 04:47:23 main:574] : INFO : Epoch 1751 | loss: 0.0312338 | val_loss: 0.0312381 | Time: 2899.44 ms [2022-04-10 04:47:26 main:574] : INFO : Epoch 1752 | loss: 0.0312343 | val_loss: 0.031236 | Time: 2680.02 ms [2022-04-10 04:47:29 main:574] : INFO : Epoch 1753 | loss: 0.031235 | val_loss: 0.0312428 | Time: 3127.73 ms [2022-04-10 04:47:32 main:574] : INFO : Epoch 1754 | loss: 0.0312364 | val_loss: 0.0312354 | Time: 2811.35 ms [2022-04-10 04:47:34 main:574] : INFO : Epoch 1755 | loss: 0.0312337 | val_loss: 0.0312362 | Time: 2396.27 ms [2022-04-10 04:47:37 main:574] : INFO : Epoch 1756 | loss: 0.0312343 | val_loss: 0.031235 | Time: 2379.84 ms [2022-04-10 04:47:40 main:574] : INFO : Epoch 1757 | loss: 0.0312337 | val_loss: 0.0312372 | Time: 3424.41 ms [2022-04-10 04:47:44 main:574] : INFO : Epoch 1758 | loss: 0.0312338 | val_loss: 0.0312351 | Time: 3748.7 ms [2022-04-10 04:47:47 main:574] : INFO : Epoch 1759 | loss: 0.0312334 | val_loss: 0.0312357 | Time: 3232.49 ms [2022-04-10 04:47:50 main:574] : INFO : Epoch 1760 | loss: 0.0312342 | val_loss: 0.0312357 | Time: 2720 ms [2022-04-10 04:47:53 main:574] : INFO : Epoch 1761 | loss: 0.0312345 | val_loss: 0.031235 | Time: 2456.39 ms [2022-04-10 04:47:55 main:574] : INFO : Epoch 1762 | loss: 0.0312334 | val_loss: 0.031235 | Time: 2378.2 ms [2022-04-10 04:47:57 main:574] : INFO : Epoch 1763 | loss: 0.0312333 | val_loss: 0.0312365 | Time: 2428.95 ms [2022-04-10 04:48:00 main:574] : INFO : Epoch 1764 | loss: 0.0312348 | val_loss: 0.0312361 | Time: 3048.81 ms [2022-04-10 04:48:04 main:574] : INFO : Epoch 1765 | loss: 0.0312336 | val_loss: 0.0312355 | Time: 3045.95 ms [2022-04-10 04:48:07 main:574] : INFO : Epoch 1766 | loss: 0.0312337 | val_loss: 0.0312386 | Time: 3507.19 ms [2022-04-10 04:48:10 main:574] : INFO : Epoch 1767 | loss: 0.031234 | val_loss: 0.0312352 | Time: 2487.01 ms [2022-04-10 04:48:12 main:574] : INFO : Epoch 1768 | loss: 0.0312334 | val_loss: 0.0312363 | Time: 2402.02 ms [2022-04-10 04:48:15 main:574] : INFO : Epoch 1769 | loss: 0.0312338 | val_loss: 0.0312361 | Time: 2564.15 ms [2022-04-10 04:48:17 main:574] : INFO : Epoch 1770 | loss: 0.031234 | val_loss: 0.031235 | Time: 2628.92 ms [2022-04-10 04:48:20 main:574] : INFO : Epoch 1771 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 2652.07 ms [2022-04-10 04:48:22 main:574] : INFO : Epoch 1772 | loss: 0.0312332 | val_loss: 0.0312367 | Time: 2414.31 ms [2022-04-10 04:48:25 main:574] : INFO : Epoch 1773 | loss: 0.0312339 | val_loss: 0.031235 | Time: 2397.16 ms [2022-04-10 04:48:27 main:574] : INFO : Epoch 1774 | loss: 0.0312344 | val_loss: 0.0312353 | Time: 2446.99 ms [2022-04-10 04:48:30 main:574] : INFO : Epoch 1775 | loss: 0.0312335 | val_loss: 0.0312354 | Time: 2367.48 ms [2022-04-10 04:48:32 main:574] : INFO : Epoch 1776 | loss: 0.0312337 | val_loss: 0.0312354 | Time: 2491.95 ms [2022-04-10 04:48:35 main:574] : INFO : Epoch 1777 | loss: 0.0312338 | val_loss: 0.0312383 | Time: 2541.31 ms [2022-04-10 04:48:37 main:574] : INFO : Epoch 1778 | loss: 0.0312349 | val_loss: 0.0312363 | Time: 2478.2 ms [2022-04-10 04:48:40 main:574] : INFO : Epoch 1779 | loss: 0.0312338 | val_loss: 0.0312351 | Time: 2608.63 ms [2022-04-10 04:48:42 main:574] : INFO : Epoch 1780 | loss: 0.0312344 | val_loss: 0.0312384 | Time: 2576.07 ms [2022-04-10 04:48:45 main:574] : INFO : Epoch 1781 | loss: 0.0312343 | val_loss: 0.0312374 | Time: 2635.52 ms [2022-04-10 04:48:48 main:574] : INFO : Epoch 1782 | loss: 0.0312353 | val_loss: 0.0312372 | Time: 2599.17 ms [2022-04-10 04:48:50 main:574] : INFO : Epoch 1783 | loss: 0.0312373 | val_loss: 0.0312356 | Time: 2559.02 ms [2022-04-10 04:48:53 main:574] : INFO : Epoch 1784 | loss: 0.0312455 | val_loss: 0.0312419 | Time: 2522.82 ms [2022-04-10 04:48:55 main:574] : INFO : Epoch 1785 | loss: 0.0312376 | val_loss: 0.0312377 | Time: 2594.43 ms [2022-04-10 04:48:58 main:574] : INFO : Epoch 1786 | loss: 0.0312344 | val_loss: 0.0312354 | Time: 2513.46 ms [2022-04-10 04:49:00 main:574] : INFO : Epoch 1787 | loss: 0.0312341 | val_loss: 0.0312356 | Time: 2474.94 ms [2022-04-10 04:49:03 main:574] : INFO : Epoch 1788 | loss: 0.031234 | val_loss: 0.0312372 | Time: 2395.26 ms [2022-04-10 04:49:05 main:574] : INFO : Epoch 1789 | loss: 0.0312332 | val_loss: 0.0312351 | Time: 2337.74 ms [2022-04-10 04:49:07 main:574] : INFO : Epoch 1790 | loss: 0.0312342 | val_loss: 0.0312355 | Time: 2317.68 ms [2022-04-10 04:49:10 main:574] : INFO : Epoch 1791 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 2506.09 ms [2022-04-10 04:49:12 main:574] : INFO : Epoch 1792 | loss: 0.0312332 | val_loss: 0.0312351 | Time: 2370.19 ms [2022-04-10 04:49:15 main:574] : INFO : Epoch 1793 | loss: 0.0312333 | val_loss: 0.0312368 | Time: 2604.62 ms [2022-04-10 04:49:19 main:574] : INFO : Epoch 1794 | loss: 0.0312349 | val_loss: 0.0312362 | Time: 3558.23 ms [2022-04-10 04:49:21 main:574] : INFO : Epoch 1795 | loss: 0.0312344 | val_loss: 0.0312359 | Time: 2392.13 ms [2022-04-10 04:49:24 main:574] : INFO : Epoch 1796 | loss: 0.0312332 | val_loss: 0.031235 | Time: 2599.67 ms [2022-04-10 04:49:26 main:574] : INFO : Epoch 1797 | loss: 0.0312335 | val_loss: 0.0312351 | Time: 2333.24 ms [2022-04-10 04:49:28 main:574] : INFO : Epoch 1798 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 2437.87 ms [2022-04-10 04:49:31 main:574] : INFO : Epoch 1799 | loss: 0.0312333 | val_loss: 0.0312364 | Time: 2580.16 ms [2022-04-10 04:49:33 main:574] : INFO : Epoch 1800 | loss: 0.0312336 | val_loss: 0.0312353 | Time: 2384.26 ms [2022-04-10 04:49:36 main:574] : INFO : Epoch 1801 | loss: 0.0312334 | val_loss: 0.0312353 | Time: 2426.26 ms [2022-04-10 04:49:38 main:574] : INFO : Epoch 1802 | loss: 0.0312332 | val_loss: 0.0312354 | Time: 2340.52 ms [2022-04-10 04:49:41 main:574] : INFO : Epoch 1803 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 2631.29 ms [2022-04-10 04:49:44 main:574] : INFO : Epoch 1804 | loss: 0.0312345 | val_loss: 0.0312376 | Time: 2766.66 ms [2022-04-10 04:49:46 main:574] : INFO : Epoch 1805 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 2698.48 ms [2022-04-10 04:49:49 main:574] : INFO : Epoch 1806 | loss: 0.0312331 | val_loss: 0.0312357 | Time: 2288.01 ms [2022-04-10 04:49:51 main:574] : INFO : Epoch 1807 | loss: 0.0312337 | val_loss: 0.031235 | Time: 2801.05 ms [2022-04-10 04:49:56 main:574] : INFO : Epoch 1808 | loss: 0.0312334 | val_loss: 0.0312357 | Time: 3733.71 ms [2022-04-10 04:49:59 main:574] : INFO : Epoch 1809 | loss: 0.0312337 | val_loss: 0.0312355 | Time: 2979.49 ms [2022-04-10 04:50:01 main:574] : INFO : Epoch 1810 | loss: 0.0312334 | val_loss: 0.0312367 | Time: 2414.13 ms [2022-04-10 04:50:04 main:574] : INFO : Epoch 1811 | loss: 0.0312337 | val_loss: 0.0312368 | Time: 2725.73 ms [2022-04-10 04:50:06 main:574] : INFO : Epoch 1812 | loss: 0.0312333 | val_loss: 0.0312354 | Time: 2437.13 ms [2022-04-10 04:50:09 main:574] : INFO : Epoch 1813 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 2461.79 ms [2022-04-10 04:50:11 main:574] : INFO : Epoch 1814 | loss: 0.0312334 | val_loss: 0.0312356 | Time: 2561.04 ms [2022-04-10 04:50:14 main:574] : INFO : Epoch 1815 | loss: 0.0312335 | val_loss: 0.0312356 | Time: 2621.88 ms [2022-04-10 04:50:17 main:574] : INFO : Epoch 1816 | loss: 0.0312348 | val_loss: 0.0312422 | Time: 2841.3 ms [2022-04-10 04:50:20 main:574] : INFO : Epoch 1817 | loss: 0.0312363 | val_loss: 0.0312399 | Time: 2494.39 ms [2022-04-10 04:50:22 main:574] : INFO : Epoch 1818 | loss: 0.0312354 | val_loss: 0.0312393 | Time: 2888.88 ms [2022-04-10 04:50:26 main:574] : INFO : Epoch 1819 | loss: 0.0312358 | val_loss: 0.0312366 | Time: 3082.85 ms [2022-04-10 04:50:28 main:574] : INFO : Epoch 1820 | loss: 0.0312378 | val_loss: 0.0312382 | Time: 2503.94 ms [2022-04-10 04:50:31 main:574] : INFO : Epoch 1821 | loss: 0.031235 | val_loss: 0.0312393 | Time: 2690.01 ms [2022-04-10 04:50:34 main:574] : INFO : Epoch 1822 | loss: 0.0312349 | val_loss: 0.0312354 | Time: 2932.09 ms [2022-04-10 04:50:37 main:574] : INFO : Epoch 1823 | loss: 0.0312335 | val_loss: 0.0312356 | Time: 2846.06 ms [2022-04-10 04:50:39 main:574] : INFO : Epoch 1824 | loss: 0.0312343 | val_loss: 0.0312366 | Time: 2791.51 ms [2022-04-10 04:50:42 main:574] : INFO : Epoch 1825 | loss: 0.0312334 | val_loss: 0.0312353 | Time: 2523.93 ms [2022-04-10 04:50:45 main:574] : INFO : Epoch 1826 | loss: 0.0312338 | val_loss: 0.0312351 | Time: 2517.09 ms [2022-04-10 04:50:47 main:574] : INFO : Epoch 1827 | loss: 0.031234 | val_loss: 0.0312353 | Time: 2650.83 ms [2022-04-10 04:50:50 main:574] : INFO : Epoch 1828 | loss: 0.0312333 | val_loss: 0.0312354 | Time: 2533.85 ms [2022-04-10 04:50:53 main:574] : INFO : Epoch 1829 | loss: 0.0312333 | val_loss: 0.0312356 | Time: 2892.79 ms [2022-04-10 04:50:55 main:574] : INFO : Epoch 1830 | loss: 0.0312333 | val_loss: 0.0312354 | Time: 2573.7 ms [2022-04-10 04:50:58 main:574] : INFO : Epoch 1831 | loss: 0.0312335 | val_loss: 0.0312363 | Time: 2573.21 ms [2022-04-10 04:51:01 main:574] : INFO : Epoch 1832 | loss: 0.0312334 | val_loss: 0.0312353 | Time: 2638.18 ms [2022-04-10 04:51:03 main:574] : INFO : Epoch 1833 | loss: 0.0312333 | val_loss: 0.0312352 | Time: 2591.27 ms [2022-04-10 04:51:06 main:574] : INFO : Epoch 1834 | loss: 0.031234 | val_loss: 0.0312362 | Time: 2618.29 ms [2022-04-10 04:51:08 main:574] : INFO : Epoch 1835 | loss: 0.0312333 | val_loss: 0.0312368 | Time: 2627.97 ms [2022-04-10 04:51:11 main:574] : INFO : Epoch 1836 | loss: 0.0312334 | val_loss: 0.0312364 | Time: 2746.38 ms [2022-04-10 04:51:14 main:574] : INFO : Epoch 1837 | loss: 0.0312335 | val_loss: 0.0312366 | Time: 2445.74 ms [2022-04-10 04:51:16 main:574] : INFO : Epoch 1838 | loss: 0.0312337 | val_loss: 0.0312371 | Time: 2645.48 ms [2022-04-10 04:51:19 main:574] : INFO : Epoch 1839 | loss: 0.0312335 | val_loss: 0.0312351 | Time: 2683.18 ms [2022-04-10 04:51:22 main:574] : INFO : Epoch 1840 | loss: 0.0312344 | val_loss: 0.0312361 | Time: 2565.17 ms [2022-04-10 04:51:24 main:574] : INFO : Epoch 1841 | loss: 0.0312347 | val_loss: 0.0312375 | Time: 2482.81 ms [2022-04-10 04:51:27 main:574] : INFO : Epoch 1842 | loss: 0.0312339 | val_loss: 0.031239 | Time: 2528.41 ms [2022-04-10 04:51:29 main:574] : INFO : Epoch 1843 | loss: 0.0312355 | val_loss: 0.0312395 | Time: 2512.27 ms [2022-04-10 04:51:32 main:574] : INFO : Epoch 1844 | loss: 0.0312361 | val_loss: 0.0312367 | Time: 2523.22 ms [2022-04-10 04:51:34 main:574] : INFO : Epoch 1845 | loss: 0.031234 | val_loss: 0.0312358 | Time: 2459.85 ms [2022-04-10 04:51:37 main:574] : INFO : Epoch 1846 | loss: 0.0312338 | val_loss: 0.0312357 | Time: 2486.38 ms [2022-04-10 04:51:39 main:574] : INFO : Epoch 1847 | loss: 0.0312343 | val_loss: 0.0312357 | Time: 2481.24 ms [2022-04-10 04:51:42 main:574] : INFO : Epoch 1848 | loss: 0.0312338 | val_loss: 0.031235 | Time: 2592.87 ms [2022-04-10 04:51:45 main:574] : INFO : Epoch 1849 | loss: 0.031234 | val_loss: 0.0312372 | Time: 2728.93 ms [2022-04-10 04:51:47 main:574] : INFO : Epoch 1850 | loss: 0.0312339 | val_loss: 0.0312374 | Time: 2887.69 ms [2022-04-10 04:51:50 main:574] : INFO : Epoch 1851 | loss: 0.0312342 | val_loss: 0.0312361 | Time: 2473.95 ms [2022-04-10 04:51:53 main:574] : INFO : Epoch 1852 | loss: 0.0312333 | val_loss: 0.0312352 | Time: 2482.15 ms [2022-04-10 04:51:55 main:574] : INFO : Epoch 1853 | loss: 0.0312334 | val_loss: 0.0312365 | Time: 2464.42 ms [2022-04-10 04:51:57 main:574] : INFO : Epoch 1854 | loss: 0.0312338 | val_loss: 0.0312352 | Time: 2441.19 ms [2022-04-10 04:52:00 main:574] : INFO : Epoch 1855 | loss: 0.0312337 | val_loss: 0.0312352 | Time: 2519.64 ms [2022-04-10 04:52:02 main:574] : INFO : Epoch 1856 | loss: 0.0312337 | val_loss: 0.0312361 | Time: 2364.22 ms [2022-04-10 04:52:05 main:574] : INFO : Epoch 1857 | loss: 0.0312343 | val_loss: 0.0312364 | Time: 2405.7 ms [2022-04-10 04:52:07 main:574] : INFO : Epoch 1858 | loss: 0.0312339 | val_loss: 0.0312368 | Time: 2597.55 ms [2022-04-10 04:52:10 main:574] : INFO : Epoch 1859 | loss: 0.0312333 | val_loss: 0.0312356 | Time: 2812.06 ms [2022-04-10 04:52:13 main:574] : INFO : Epoch 1860 | loss: 0.0312331 | val_loss: 0.0312354 | Time: 2593.84 ms [2022-04-10 04:52:15 main:574] : INFO : Epoch 1861 | loss: 0.0312353 | val_loss: 0.031236 | Time: 2407.52 ms [2022-04-10 04:52:18 main:574] : INFO : Epoch 1862 | loss: 0.0312344 | val_loss: 0.0312363 | Time: 2433.13 ms [2022-04-10 04:52:21 main:574] : INFO : Epoch 1863 | loss: 0.0312339 | val_loss: 0.0312366 | Time: 3279.13 ms [2022-04-10 04:52:24 main:574] : INFO : Epoch 1864 | loss: 0.0312337 | val_loss: 0.031235 | Time: 3417.41 ms [2022-04-10 04:52:28 main:574] : INFO : Epoch 1865 | loss: 0.0312332 | val_loss: 0.0312355 | Time: 3331.02 ms [2022-04-10 04:52:30 main:574] : INFO : Epoch 1866 | loss: 0.0312337 | val_loss: 0.0312356 | Time: 2467.62 ms [2022-04-10 04:52:33 main:574] : INFO : Epoch 1867 | loss: 0.0312334 | val_loss: 0.0312358 | Time: 2402.29 ms [2022-04-10 04:52:35 main:574] : INFO : Epoch 1868 | loss: 0.0312335 | val_loss: 0.0312351 | Time: 2366.92 ms [2022-04-10 04:52:37 main:574] : INFO : Epoch 1869 | loss: 0.0312339 | val_loss: 0.0312353 | Time: 2496.03 ms [2022-04-10 04:52:40 main:574] : INFO : Epoch 1870 | loss: 0.0312335 | val_loss: 0.0312355 | Time: 2818.37 ms [2022-04-10 04:52:43 main:574] : INFO : Epoch 1871 | loss: 0.0312332 | val_loss: 0.0312351 | Time: 2423.23 ms [2022-04-10 04:52:45 main:574] : INFO : Epoch 1872 | loss: 0.0312334 | val_loss: 0.0312352 | Time: 2341.53 ms [2022-04-10 04:52:48 main:574] : INFO : Epoch 1873 | loss: 0.0312335 | val_loss: 0.0312352 | Time: 2526.99 ms [2022-04-10 04:52:50 main:574] : INFO : Epoch 1874 | loss: 0.0312339 | val_loss: 0.0312364 | Time: 2407.16 ms [2022-04-10 04:52:53 main:574] : INFO : Epoch 1875 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 2411.51 ms [2022-04-10 04:52:55 main:574] : INFO : Epoch 1876 | loss: 0.0312349 | val_loss: 0.0312352 | Time: 2455.31 ms [2022-04-10 04:52:57 main:574] : INFO : Epoch 1877 | loss: 0.0312331 | val_loss: 0.0312353 | Time: 2480.46 ms [2022-04-10 04:53:00 main:574] : INFO : Epoch 1878 | loss: 0.0312332 | val_loss: 0.031235 | Time: 2471.99 ms [2022-04-10 04:53:02 main:574] : INFO : Epoch 1879 | loss: 0.0312335 | val_loss: 0.0312367 | Time: 2457.91 ms [2022-04-10 04:53:05 main:574] : INFO : Epoch 1880 | loss: 0.0312335 | val_loss: 0.0312352 | Time: 2517.8 ms [2022-04-10 04:53:07 main:574] : INFO : Epoch 1881 | loss: 0.0312334 | val_loss: 0.0312366 | Time: 2404.55 ms [2022-04-10 04:53:11 main:574] : INFO : Epoch 1882 | loss: 0.0312335 | val_loss: 0.0312357 | Time: 3713.21 ms [2022-04-10 04:53:15 main:574] : INFO : Epoch 1883 | loss: 0.0312343 | val_loss: 0.0312353 | Time: 3444.48 ms [2022-04-10 04:53:17 main:574] : INFO : Epoch 1884 | loss: 0.0312349 | val_loss: 0.0312409 | Time: 2844.5 ms [2022-04-10 04:53:20 main:574] : INFO : Epoch 1885 | loss: 0.0312362 | val_loss: 0.0312367 | Time: 2964.25 ms [2022-04-10 04:53:23 main:574] : INFO : Epoch 1886 | loss: 0.0312337 | val_loss: 0.0312355 | Time: 2610.13 ms [2022-04-10 04:53:26 main:574] : INFO : Epoch 1887 | loss: 0.0312335 | val_loss: 0.0312373 | Time: 2556.84 ms [2022-04-10 04:53:29 main:574] : INFO : Epoch 1888 | loss: 0.0312338 | val_loss: 0.031236 | Time: 3389.4 ms [2022-04-10 04:53:33 main:574] : INFO : Epoch 1889 | loss: 0.0312335 | val_loss: 0.0312359 | Time: 3679.76 ms [2022-04-10 04:53:36 main:574] : INFO : Epoch 1890 | loss: 0.0312336 | val_loss: 0.0312356 | Time: 2864.43 ms [2022-04-10 04:53:38 main:574] : INFO : Epoch 1891 | loss: 0.031234 | val_loss: 0.031236 | Time: 2632.61 ms [2022-04-10 04:53:41 main:574] : INFO : Epoch 1892 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 2751.74 ms [2022-04-10 04:53:44 main:574] : INFO : Epoch 1893 | loss: 0.0312333 | val_loss: 0.0312364 | Time: 2669.54 ms [2022-04-10 04:53:47 main:574] : INFO : Epoch 1894 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 2657.59 ms [2022-04-10 04:53:50 main:574] : INFO : Epoch 1895 | loss: 0.0312341 | val_loss: 0.031236 | Time: 2887.76 ms [2022-04-10 04:53:53 main:574] : INFO : Epoch 1896 | loss: 0.0312343 | val_loss: 0.0312365 | Time: 2975.13 ms [2022-04-10 04:53:55 main:574] : INFO : Epoch 1897 | loss: 0.0312351 | val_loss: 0.0312383 | Time: 2788.87 ms [2022-04-10 04:53:58 main:574] : INFO : Epoch 1898 | loss: 0.0312348 | val_loss: 0.0312358 | Time: 2881.19 ms [2022-04-10 04:54:01 main:574] : INFO : Epoch 1899 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 2773.5 ms [2022-04-10 04:54:04 main:574] : INFO : Epoch 1900 | loss: 0.031237 | val_loss: 0.0312383 | Time: 2715.74 ms [2022-04-10 04:54:06 main:574] : INFO : Epoch 1901 | loss: 0.031234 | val_loss: 0.0312359 | Time: 2666.12 ms [2022-04-10 04:54:09 main:574] : INFO : Epoch 1902 | loss: 0.0312338 | val_loss: 0.0312357 | Time: 2941.32 ms [2022-04-10 04:54:12 main:574] : INFO : Epoch 1903 | loss: 0.0312358 | val_loss: 0.0312355 | Time: 2715.8 ms [2022-04-10 04:54:15 main:574] : INFO : Epoch 1904 | loss: 0.0312353 | val_loss: 0.0312368 | Time: 2763.79 ms [2022-04-10 04:54:18 main:574] : INFO : Epoch 1905 | loss: 0.031234 | val_loss: 0.0312351 | Time: 2690.89 ms [2022-04-10 04:54:21 main:574] : INFO : Epoch 1906 | loss: 0.0312336 | val_loss: 0.0312366 | Time: 2953.16 ms [2022-04-10 04:54:24 main:574] : INFO : Epoch 1907 | loss: 0.0312339 | val_loss: 0.0312362 | Time: 2956.75 ms [2022-04-10 04:54:26 main:574] : INFO : Epoch 1908 | loss: 0.0312349 | val_loss: 0.0312375 | Time: 2509.79 ms [2022-04-10 04:54:29 main:574] : INFO : Epoch 1909 | loss: 0.0312342 | val_loss: 0.0312351 | Time: 2561.54 ms [2022-04-10 04:54:31 main:574] : INFO : Epoch 1910 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 2361 ms [2022-04-10 04:54:33 main:574] : INFO : Epoch 1911 | loss: 0.0312336 | val_loss: 0.0312351 | Time: 2357.01 ms [2022-04-10 04:54:36 main:574] : INFO : Epoch 1912 | loss: 0.0312337 | val_loss: 0.0312377 | Time: 2391.14 ms [2022-04-10 04:54:38 main:574] : INFO : Epoch 1913 | loss: 0.0312344 | val_loss: 0.031236 | Time: 2407.72 ms [2022-04-10 04:54:41 main:574] : INFO : Epoch 1914 | loss: 0.0312341 | val_loss: 0.0312366 | Time: 2331.78 ms [2022-04-10 04:54:43 main:574] : INFO : Epoch 1915 | loss: 0.0312341 | val_loss: 0.0312355 | Time: 2348.55 ms [2022-04-10 04:54:45 main:574] : INFO : Epoch 1916 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 2431.71 ms [2022-04-10 04:54:48 main:574] : INFO : Epoch 1917 | loss: 0.0312342 | val_loss: 0.0312372 | Time: 2386.99 ms [2022-04-10 04:54:50 main:574] : INFO : Epoch 1918 | loss: 0.0312347 | val_loss: 0.0312362 | Time: 2369.28 ms [2022-04-10 04:54:53 main:574] : INFO : Epoch 1919 | loss: 0.0312338 | val_loss: 0.0312361 | Time: 2347.51 ms [2022-04-10 04:54:55 main:574] : INFO : Epoch 1920 | loss: 0.0312336 | val_loss: 0.0312357 | Time: 2469.26 ms [2022-04-10 04:54:58 main:574] : INFO : Epoch 1921 | loss: 0.0312339 | val_loss: 0.0312356 | Time: 3232.13 ms [2022-04-10 04:55:01 main:574] : INFO : Epoch 1922 | loss: 0.0312354 | val_loss: 0.0312355 | Time: 2971.97 ms [2022-04-10 04:55:04 main:574] : INFO : Epoch 1923 | loss: 0.0312338 | val_loss: 0.0312351 | Time: 2728.42 ms [2022-04-10 04:55:07 main:574] : INFO : Epoch 1924 | loss: 0.0312334 | val_loss: 0.0312352 | Time: 3080.8 ms [2022-04-10 04:55:10 main:574] : INFO : Epoch 1925 | loss: 0.0312332 | val_loss: 0.0312353 | Time: 3314.05 ms [2022-04-10 04:55:14 main:574] : INFO : Epoch 1926 | loss: 0.0312336 | val_loss: 0.0312358 | Time: 3334.9 ms [2022-04-10 04:55:18 main:574] : INFO : Epoch 1927 | loss: 0.0312352 | val_loss: 0.031235 | Time: 3792.7 ms [2022-04-10 04:55:20 main:574] : INFO : Epoch 1928 | loss: 0.0312352 | val_loss: 0.0312371 | Time: 2552.71 ms [2022-04-10 04:55:23 main:574] : INFO : Epoch 1929 | loss: 0.0312427 | val_loss: 0.0312414 | Time: 2786.8 ms [2022-04-10 04:55:26 main:574] : INFO : Epoch 1930 | loss: 0.0312367 | val_loss: 0.0312372 | Time: 2858.32 ms [2022-04-10 04:55:28 main:574] : INFO : Epoch 1931 | loss: 0.0312358 | val_loss: 0.0312357 | Time: 2588.94 ms [2022-04-10 04:55:31 main:574] : INFO : Epoch 1932 | loss: 0.0312342 | val_loss: 0.0312351 | Time: 2675.89 ms [2022-04-10 04:55:34 main:574] : INFO : Epoch 1933 | loss: 0.0312338 | val_loss: 0.0312372 | Time: 2681.22 ms [2022-04-10 04:55:36 main:574] : INFO : Epoch 1934 | loss: 0.0312336 | val_loss: 0.0312355 | Time: 2429.41 ms [2022-04-10 04:55:39 main:574] : INFO : Epoch 1935 | loss: 0.0312338 | val_loss: 0.0312361 | Time: 2576.37 ms [2022-04-10 04:55:41 main:574] : INFO : Epoch 1936 | loss: 0.0312336 | val_loss: 0.0312353 | Time: 2463.4 ms [2022-04-10 04:55:44 main:574] : INFO : Epoch 1937 | loss: 0.0312331 | val_loss: 0.0312349 | Time: 2508.27 ms [2022-04-10 04:55:47 main:574] : INFO : Epoch 1938 | loss: 0.0312337 | val_loss: 0.0312355 | Time: 3118.94 ms [2022-04-10 04:55:50 main:574] : INFO : Epoch 1939 | loss: 0.0312333 | val_loss: 0.0312352 | Time: 2868.65 ms [2022-04-10 04:55:52 main:574] : INFO : Epoch 1940 | loss: 0.0312333 | val_loss: 0.0312354 | Time: 2411.05 ms [2022-04-10 04:55:55 main:574] : INFO : Epoch 1941 | loss: 0.0312333 | val_loss: 0.0312358 | Time: 2403.62 ms [2022-04-10 04:55:57 main:574] : INFO : Epoch 1942 | loss: 0.0312334 | val_loss: 0.031235 | Time: 2340.06 ms [2022-04-10 04:56:00 main:574] : INFO : Epoch 1943 | loss: 0.0312338 | val_loss: 0.0312352 | Time: 2611.76 ms [2022-04-10 04:56:02 main:574] : INFO : Epoch 1944 | loss: 0.0312335 | val_loss: 0.0312351 | Time: 2469.72 ms [2022-04-10 04:56:05 main:574] : INFO : Epoch 1945 | loss: 0.0312335 | val_loss: 0.0312352 | Time: 2364.38 ms [2022-04-10 04:56:07 main:574] : INFO : Epoch 1946 | loss: 0.0312339 | val_loss: 0.031235 | Time: 2549.17 ms [2022-04-10 04:56:10 main:574] : INFO : Epoch 1947 | loss: 0.0312345 | val_loss: 0.0312351 | Time: 3154.39 ms [2022-04-10 04:56:13 main:574] : INFO : Epoch 1948 | loss: 0.0312349 | val_loss: 0.0312376 | Time: 2668.15 ms [2022-04-10 04:56:16 main:574] : INFO : Epoch 1949 | loss: 0.0312347 | val_loss: 0.0312359 | Time: 2725.24 ms [2022-04-10 04:56:18 main:574] : INFO : Epoch 1950 | loss: 0.0312334 | val_loss: 0.031235 | Time: 2785.51 ms [2022-04-10 04:56:21 main:574] : INFO : Epoch 1951 | loss: 0.0312331 | val_loss: 0.0312352 | Time: 2921.48 ms [2022-04-10 04:56:24 main:574] : INFO : Epoch 1952 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 2777.55 ms [2022-04-10 04:56:27 main:574] : INFO : Epoch 1953 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 2798.24 ms [2022-04-10 04:56:30 main:574] : INFO : Epoch 1954 | loss: 0.0312332 | val_loss: 0.0312354 | Time: 2533.16 ms [2022-04-10 04:56:32 main:574] : INFO : Epoch 1955 | loss: 0.0312344 | val_loss: 0.0312364 | Time: 2571.26 ms [2022-04-10 04:56:35 main:574] : INFO : Epoch 1956 | loss: 0.031236 | val_loss: 0.0312351 | Time: 2520.53 ms [2022-04-10 04:56:37 main:574] : INFO : Epoch 1957 | loss: 0.0312349 | val_loss: 0.031235 | Time: 2680.26 ms [2022-04-10 04:56:40 main:574] : INFO : Epoch 1958 | loss: 0.0312339 | val_loss: 0.0312358 | Time: 2549.28 ms [2022-04-10 04:56:43 main:574] : INFO : Epoch 1959 | loss: 0.0312342 | val_loss: 0.0312351 | Time: 2594.36 ms [2022-04-10 04:56:45 main:574] : INFO : Epoch 1960 | loss: 0.0312336 | val_loss: 0.0312355 | Time: 2478.06 ms [2022-04-10 04:56:48 main:574] : INFO : Epoch 1961 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 2444.48 ms [2022-04-10 04:56:50 main:574] : INFO : Epoch 1962 | loss: 0.031233 | val_loss: 0.0312358 | Time: 2550.03 ms [2022-04-10 04:56:53 main:574] : INFO : Epoch 1963 | loss: 0.0312337 | val_loss: 0.0312352 | Time: 2575 ms [2022-04-10 04:56:55 main:574] : INFO : Epoch 1964 | loss: 0.0312336 | val_loss: 0.031235 | Time: 2663.2 ms [2022-04-10 04:56:58 main:574] : INFO : Epoch 1965 | loss: 0.0312333 | val_loss: 0.0312354 | Time: 2389.08 ms [2022-04-10 04:57:00 main:574] : INFO : Epoch 1966 | loss: 0.0312342 | val_loss: 0.0312355 | Time: 2737.28 ms [2022-04-10 04:57:03 main:574] : INFO : Epoch 1967 | loss: 0.0312337 | val_loss: 0.0312352 | Time: 2779.45 ms [2022-04-10 04:57:06 main:574] : INFO : Epoch 1968 | loss: 0.0312351 | val_loss: 0.0312381 | Time: 2628.1 ms [2022-04-10 04:57:09 main:574] : INFO : Epoch 1969 | loss: 0.031236 | val_loss: 0.0312353 | Time: 2714.74 ms [2022-04-10 04:57:11 main:574] : INFO : Epoch 1970 | loss: 0.0312338 | val_loss: 0.0312355 | Time: 2563.2 ms [2022-04-10 04:57:14 main:574] : INFO : Epoch 1971 | loss: 0.0312334 | val_loss: 0.0312364 | Time: 2924.24 ms [2022-04-10 04:57:17 main:574] : INFO : Epoch 1972 | loss: 0.031234 | val_loss: 0.0312356 | Time: 3029.47 ms [2022-04-10 04:57:20 main:574] : INFO : Epoch 1973 | loss: 0.0312345 | val_loss: 0.0312363 | Time: 2730.54 ms [2022-04-10 04:57:23 main:574] : INFO : Epoch 1974 | loss: 0.0312333 | val_loss: 0.0312357 | Time: 2628.02 ms [2022-04-10 04:57:25 main:574] : INFO : Epoch 1975 | loss: 0.031234 | val_loss: 0.0312357 | Time: 2490.93 ms [2022-04-10 04:57:28 main:574] : INFO : Epoch 1976 | loss: 0.0312334 | val_loss: 0.0312364 | Time: 2498.89 ms [2022-04-10 04:57:30 main:574] : INFO : Epoch 1977 | loss: 0.0312336 | val_loss: 0.031235 | Time: 2537.46 ms [2022-04-10 04:57:33 main:574] : INFO : Epoch 1978 | loss: 0.0312334 | val_loss: 0.031235 | Time: 2655.55 ms [2022-04-10 04:57:35 main:574] : INFO : Epoch 1979 | loss: 0.0312338 | val_loss: 0.0312352 | Time: 2479.59 ms [2022-04-10 04:57:38 main:574] : INFO : Epoch 1980 | loss: 0.0312342 | val_loss: 0.031236 | Time: 2567.45 ms [2022-04-10 04:57:41 main:574] : INFO : Epoch 1981 | loss: 0.0312339 | val_loss: 0.0312355 | Time: 2665.96 ms [2022-04-10 04:57:43 main:574] : INFO : Epoch 1982 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 2570.79 ms [2022-04-10 04:57:46 main:574] : INFO : Epoch 1983 | loss: 0.0312336 | val_loss: 0.0312357 | Time: 2623.11 ms [2022-04-10 04:57:49 main:574] : INFO : Epoch 1984 | loss: 0.0312339 | val_loss: 0.0312354 | Time: 2660.92 ms [2022-04-10 04:57:51 main:574] : INFO : Epoch 1985 | loss: 0.0312335 | val_loss: 0.0312352 | Time: 2625.43 ms [2022-04-10 04:57:54 main:574] : INFO : Epoch 1986 | loss: 0.0312335 | val_loss: 0.0312356 | Time: 2541.74 ms [2022-04-10 04:57:56 main:574] : INFO : Epoch 1987 | loss: 0.0312338 | val_loss: 0.0312369 | Time: 2582.83 ms [2022-04-10 04:57:59 main:574] : INFO : Epoch 1988 | loss: 0.0312346 | val_loss: 0.0312403 | Time: 2598.9 ms [2022-04-10 04:58:02 main:574] : INFO : Epoch 1989 | loss: 0.0312343 | val_loss: 0.0312351 | Time: 2455.74 ms [2022-04-10 04:58:04 main:574] : INFO : Epoch 1990 | loss: 0.0312338 | val_loss: 0.0312359 | Time: 2523.88 ms [2022-04-10 04:58:07 main:574] : INFO : Epoch 1991 | loss: 0.0312337 | val_loss: 0.0312383 | Time: 2554.69 ms [2022-04-10 04:58:09 main:574] : INFO : Epoch 1992 | loss: 0.0312348 | val_loss: 0.0312372 | Time: 2451.24 ms [2022-04-10 04:58:12 main:574] : INFO : Epoch 1993 | loss: 0.0312345 | val_loss: 0.0312366 | Time: 2519.23 ms [2022-04-10 04:58:14 main:574] : INFO : Epoch 1994 | loss: 0.0312335 | val_loss: 0.0312364 | Time: 2485.2 ms [2022-04-10 04:58:17 main:574] : INFO : Epoch 1995 | loss: 0.0312338 | val_loss: 0.0312363 | Time: 2578.05 ms [2022-04-10 04:58:21 main:574] : INFO : Epoch 1996 | loss: 0.0312341 | val_loss: 0.0312354 | Time: 3800.18 ms [2022-04-10 04:58:25 main:574] : INFO : Epoch 1997 | loss: 0.0312331 | val_loss: 0.0312352 | Time: 3960.25 ms [2022-04-10 04:58:28 main:574] : INFO : Epoch 1998 | loss: 0.0312339 | val_loss: 0.0312372 | Time: 3550.24 ms [2022-04-10 04:58:32 main:574] : INFO : Epoch 1999 | loss: 0.0312335 | val_loss: 0.0312355 | Time: 3551.24 ms [2022-04-10 04:58:35 main:574] : INFO : Epoch 2000 | loss: 0.0312337 | val_loss: 0.0312354 | Time: 3066.06 ms [2022-04-10 04:58:38 main:574] : INFO : Epoch 2001 | loss: 0.0312341 | val_loss: 0.0312357 | Time: 3354.54 ms [2022-04-10 04:58:42 main:574] : INFO : Epoch 2002 | loss: 0.0312331 | val_loss: 0.0312351 | Time: 3470.15 ms [2022-04-10 04:58:45 main:574] : INFO : Epoch 2003 | loss: 0.0312334 | val_loss: 0.0312354 | Time: 3065.73 ms [2022-04-10 04:58:48 main:574] : INFO : Epoch 2004 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 3537.61 ms [2022-04-10 04:58:52 main:574] : INFO : Epoch 2005 | loss: 0.0312336 | val_loss: 0.0312356 | Time: 3341.89 ms [2022-04-10 04:58:55 main:574] : INFO : Epoch 2006 | loss: 0.0312335 | val_loss: 0.0312352 | Time: 3155.89 ms [2022-04-10 04:58:58 main:574] : INFO : Epoch 2007 | loss: 0.0312334 | val_loss: 0.0312365 | Time: 3327.5 ms [2022-04-10 04:59:01 main:574] : INFO : Epoch 2008 | loss: 0.0312338 | val_loss: 0.0312389 | Time: 2335.46 ms [2022-04-10 04:59:05 main:574] : INFO : Epoch 2009 | loss: 0.0312349 | val_loss: 0.0312386 | Time: 3851.13 ms [2022-04-10 04:59:08 main:574] : INFO : Epoch 2010 | loss: 0.0312346 | val_loss: 0.0312355 | Time: 3451.99 ms [2022-04-10 04:59:11 main:574] : INFO : Epoch 2011 | loss: 0.0312341 | val_loss: 0.0312391 | Time: 3138 ms [2022-04-10 04:59:14 main:574] : INFO : Epoch 2012 | loss: 0.031235 | val_loss: 0.0312374 | Time: 3077.43 ms [2022-04-10 04:59:18 main:574] : INFO : Epoch 2013 | loss: 0.0312348 | val_loss: 0.0312365 | Time: 3237.17 ms [2022-04-10 04:59:20 main:574] : INFO : Epoch 2014 | loss: 0.0312346 | val_loss: 0.031237 | Time: 2755.92 ms [2022-04-10 04:59:23 main:574] : INFO : Epoch 2015 | loss: 0.0312335 | val_loss: 0.0312354 | Time: 2409.59 ms [2022-04-10 04:59:25 main:574] : INFO : Epoch 2016 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 2443.64 ms [2022-04-10 04:59:28 main:574] : INFO : Epoch 2017 | loss: 0.0312337 | val_loss: 0.0312351 | Time: 2385.77 ms [2022-04-10 04:59:30 main:574] : INFO : Epoch 2018 | loss: 0.0312343 | val_loss: 0.0312352 | Time: 2372.42 ms [2022-04-10 04:59:33 main:574] : INFO : Epoch 2019 | loss: 0.0312336 | val_loss: 0.0312357 | Time: 2681.93 ms [2022-04-10 04:59:36 main:574] : INFO : Epoch 2020 | loss: 0.0312341 | val_loss: 0.0312353 | Time: 3628.22 ms [2022-04-10 04:59:40 main:574] : INFO : Epoch 2021 | loss: 0.0312359 | val_loss: 0.0312377 | Time: 3472.28 ms [2022-04-10 04:59:43 main:574] : INFO : Epoch 2022 | loss: 0.0312338 | val_loss: 0.0312365 | Time: 2977.6 ms [2022-04-10 04:59:46 main:574] : INFO : Epoch 2023 | loss: 0.0312334 | val_loss: 0.0312352 | Time: 3212 ms [2022-04-10 04:59:49 main:574] : INFO : Epoch 2024 | loss: 0.0312333 | val_loss: 0.0312352 | Time: 3229.63 ms [2022-04-10 04:59:53 main:574] : INFO : Epoch 2025 | loss: 0.0312333 | val_loss: 0.0312351 | Time: 3481.45 ms [2022-04-10 04:59:56 main:574] : INFO : Epoch 2026 | loss: 0.0312334 | val_loss: 0.0312381 | Time: 3124.68 ms [2022-04-10 04:59:59 main:574] : INFO : Epoch 2027 | loss: 0.0312344 | val_loss: 0.031236 | Time: 2467.17 ms [2022-04-10 05:00:01 main:574] : INFO : Epoch 2028 | loss: 0.0312335 | val_loss: 0.0312355 | Time: 2388.16 ms [2022-04-10 05:00:03 main:574] : INFO : Epoch 2029 | loss: 0.0312338 | val_loss: 0.0312356 | Time: 2384.05 ms [2022-04-10 05:00:06 main:574] : INFO : Epoch 2030 | loss: 0.0312332 | val_loss: 0.0312354 | Time: 2675.68 ms [2022-04-10 05:00:08 main:574] : INFO : Epoch 2031 | loss: 0.0312334 | val_loss: 0.0312355 | Time: 2374.15 ms [2022-04-10 05:00:11 main:574] : INFO : Epoch 2032 | loss: 0.0312336 | val_loss: 0.0312351 | Time: 2288.56 ms [2022-04-10 05:00:13 main:574] : INFO : Epoch 2033 | loss: 0.0312332 | val_loss: 0.0312354 | Time: 2378.79 ms [2022-04-10 05:00:15 main:574] : INFO : Epoch 2034 | loss: 0.0312339 | val_loss: 0.0312361 | Time: 2288.11 ms [2022-04-10 05:00:18 main:574] : INFO : Epoch 2035 | loss: 0.0312341 | val_loss: 0.0312368 | Time: 2298.93 ms [2022-04-10 05:00:20 main:574] : INFO : Epoch 2036 | loss: 0.0312345 | val_loss: 0.0312353 | Time: 2326.74 ms [2022-04-10 05:00:22 main:574] : INFO : Epoch 2037 | loss: 0.0312333 | val_loss: 0.0312353 | Time: 2312.7 ms [2022-04-10 05:00:25 main:574] : INFO : Epoch 2038 | loss: 0.0312334 | val_loss: 0.031235 | Time: 2336.96 ms [2022-04-10 05:00:27 main:574] : INFO : Epoch 2039 | loss: 0.0312341 | val_loss: 0.0312385 | Time: 2391.01 ms [2022-04-10 05:00:30 main:574] : INFO : Epoch 2040 | loss: 0.0312352 | val_loss: 0.0312352 | Time: 3149.28 ms [2022-04-10 05:00:33 main:574] : INFO : Epoch 2041 | loss: 0.0312344 | val_loss: 0.0312353 | Time: 2533.76 ms [2022-04-10 05:00:35 main:574] : INFO : Epoch 2042 | loss: 0.0312334 | val_loss: 0.0312352 | Time: 2552.23 ms [2022-04-10 05:00:38 main:574] : INFO : Epoch 2043 | loss: 0.0312333 | val_loss: 0.031236 | Time: 3041.85 ms [2022-04-10 05:00:42 main:574] : INFO : Epoch 2044 | loss: 0.0312333 | val_loss: 0.0312358 | Time: 3152.58 ms [2022-04-10 05:00:44 main:574] : INFO : Epoch 2045 | loss: 0.0312338 | val_loss: 0.031235 | Time: 2357.06 ms [2022-04-10 05:00:46 main:574] : INFO : Epoch 2046 | loss: 0.0312338 | val_loss: 0.0312356 | Time: 2467.06 ms [2022-04-10 05:00:49 main:574] : INFO : Epoch 2047 | loss: 0.0312331 | val_loss: 0.031235 | Time: 2644.99 ms [2022-04-10 05:00:52 main:574] : INFO : Epoch 2048 | loss: 0.0312335 | val_loss: 0.0312359 | Time: 2409.68 ms [2022-04-10 05:00:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312359 [2022-04-10 05:00:52 main:603] : INFO : Saving end state to config to file [2022-04-10 05:00:52 main:608] : INFO : Success, exiting.. 05:00:52 (21464): 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)