Task 9933331
| Name | ParityModified-1636226834-25196-3-0_4 |
| Workunit | 6563927 |
| Created | 17 Dec 2021, 12:31:41 UTC |
| Sent | 17 Dec 2021, 14:08:59 UTC |
| Report deadline | 25 Dec 2021, 14:08:59 UTC |
| Received | 17 Dec 2021, 21:19:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5066 |
| Run time | 1 hours 47 min 33 sec |
| CPU time | 1 hours 47 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,156.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 3281.35 ms [2021-12-17 15:04:18 main:574] : INFO : Epoch 1543 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 3114.45 ms [2021-12-17 15:04:21 main:574] : INFO : Epoch 1544 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 3190.73 ms [2021-12-17 15:04:24 main:574] : INFO : Epoch 1545 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 2987.06 ms [2021-12-17 15:04:27 main:574] : INFO : Epoch 1546 | loss: 0.0312473 | val_loss: 0.0312484 | Time: 3008.29 ms [2021-12-17 15:04:30 main:574] : INFO : Epoch 1547 | loss: 0.0312473 | val_loss: 0.0312492 | Time: 2950.83 ms [2021-12-17 15:04:34 main:574] : INFO : Epoch 1548 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 3281.73 ms [2021-12-17 15:04:37 main:574] : INFO : Epoch 1549 | loss: 0.0312474 | val_loss: 0.031247 | Time: 3178.18 ms [2021-12-17 15:04:40 main:574] : INFO : Epoch 1550 | loss: 0.0312473 | val_loss: 0.031247 | Time: 3055.31 ms [2021-12-17 15:04:43 main:574] : INFO : Epoch 1551 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 3027.81 ms [2021-12-17 15:04:46 main:574] : INFO : Epoch 1552 | loss: 0.0312482 | val_loss: 0.0312501 | Time: 3427.51 ms [2021-12-17 15:04:50 main:574] : INFO : Epoch 1553 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 3248.83 ms [2021-12-17 15:04:53 main:574] : INFO : Epoch 1554 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 3196.18 ms [2021-12-17 15:04:56 main:574] : INFO : Epoch 1555 | loss: 0.03125 | val_loss: 0.0312493 | Time: 3090.74 ms [2021-12-17 15:04:59 main:574] : INFO : Epoch 1556 | loss: 0.0312472 | val_loss: 0.0312495 | Time: 3151.1 ms [2021-12-17 15:05:02 main:574] : INFO : Epoch 1557 | loss: 0.0312483 | val_loss: 0.031247 | Time: 3155.95 ms [2021-12-17 15:05:05 main:574] : INFO : Epoch 1558 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 3059.06 ms [2021-12-17 15:05:09 main:574] : INFO : Epoch 1559 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3193.45 ms [2021-12-17 15:05:12 main:574] : INFO : Epoch 1560 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 3040.36 ms [2021-12-17 15:05:15 main:574] : INFO : Epoch 1561 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 3161.26 ms [2021-12-17 15:05:18 main:574] : INFO : Epoch 1562 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 3340.56 ms [2021-12-17 15:05:21 main:574] : INFO : Epoch 1563 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 3196.96 ms [2021-12-17 15:05:24 main:574] : INFO : Epoch 1564 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 3168.11 ms [2021-12-17 15:05:27 main:574] : INFO : Epoch 1565 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 2975.19 ms [2021-12-17 15:05:31 main:574] : INFO : Epoch 1566 | loss: 0.0312473 | val_loss: 0.031247 | Time: 3131.97 ms [2021-12-17 15:05:34 main:574] : INFO : Epoch 1567 | loss: 0.0312472 | val_loss: 0.0312488 | Time: 3163.39 ms [2021-12-17 15:05:37 main:574] : INFO : Epoch 1568 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 3419.17 ms [2021-12-17 15:05:40 main:574] : INFO : Epoch 1569 | loss: 0.0312469 | val_loss: 0.0312484 | Time: 3027.66 ms [2021-12-17 15:05:43 main:574] : INFO : Epoch 1570 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 3003.35 ms [2021-12-17 15:05:46 main:574] : INFO : Epoch 1571 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 3160.04 ms [2021-12-17 15:05:50 main:574] : INFO : Epoch 1572 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3166.95 ms [2021-12-17 15:05:53 main:574] : INFO : Epoch 1573 | loss: 0.031247 | val_loss: 0.031247 | Time: 3174.91 ms [2021-12-17 15:05:56 main:574] : INFO : Epoch 1574 | loss: 0.031247 | val_loss: 0.0312475 | Time: 2987.6 ms [2021-12-17 15:05:59 main:574] : INFO : Epoch 1575 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 3107.53 ms [2021-12-17 15:06:02 main:574] : INFO : Epoch 1576 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 3091.52 ms [2021-12-17 15:06:05 main:574] : INFO : Epoch 1577 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 3312.78 ms [2021-12-17 15:06:08 main:574] : INFO : Epoch 1578 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3125.75 ms [2021-12-17 15:06:11 main:574] : INFO : Epoch 1579 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 2978.04 ms [2021-12-17 15:06:15 main:574] : INFO : Epoch 1580 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 3233.04 ms [2021-12-17 15:06:18 main:574] : INFO : Epoch 1581 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 3209.8 ms [2021-12-17 15:06:21 main:574] : INFO : Epoch 1582 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 3291.89 ms [2021-12-17 15:06:24 main:574] : INFO : Epoch 1583 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 3133.15 ms [2021-12-17 15:06:27 main:574] : INFO : Epoch 1584 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 3146.58 ms [2021-12-17 15:06:31 main:574] : INFO : Epoch 1585 | loss: 0.0312476 | val_loss: 0.031247 | Time: 3342.33 ms [2021-12-17 15:06:34 main:574] : INFO : Epoch 1586 | loss: 0.0312483 | val_loss: 0.0312525 | Time: 3255.6 ms [2021-12-17 15:06:37 main:574] : INFO : Epoch 1587 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 3334.44 ms [2021-12-17 15:06:40 main:574] : INFO : Epoch 1588 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 2965.47 ms [2021-12-17 15:06:44 main:574] : INFO : Epoch 1589 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 3257.62 ms [2021-12-17 15:06:47 main:574] : INFO : Epoch 1590 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 3333.14 ms [2021-12-17 15:06:50 main:574] : INFO : Epoch 1591 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 3205.02 ms [2021-12-17 15:06:53 main:574] : INFO : Epoch 1592 | loss: 0.0312506 | val_loss: 0.0312474 | Time: 3165.94 ms [2021-12-17 15:06:56 main:574] : INFO : Epoch 1593 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 3048.62 ms [2021-12-17 15:07:00 main:574] : INFO : Epoch 1594 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 3179.91 ms [2021-12-17 15:07:03 main:574] : INFO : Epoch 1595 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 3158.61 ms [2021-12-17 15:07:06 main:574] : INFO : Epoch 1596 | loss: 0.0312477 | val_loss: 0.031247 | Time: 3341.46 ms [2021-12-17 15:07:09 main:574] : INFO : Epoch 1597 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3183.99 ms [2021-12-17 15:07:12 main:574] : INFO : Epoch 1598 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3068.91 ms [2021-12-17 15:07:16 main:574] : INFO : Epoch 1599 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 3171.58 ms [2021-12-17 15:07:19 main:574] : INFO : Epoch 1600 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 3233.84 ms [2021-12-17 15:07:22 main:574] : INFO : Epoch 1601 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 3375.15 ms [2021-12-17 15:07:25 main:574] : INFO : Epoch 1602 | loss: 0.0312473 | val_loss: 0.0312485 | Time: 3089.41 ms [2021-12-17 15:07:28 main:574] : INFO : Epoch 1603 | loss: 0.031248 | val_loss: 0.0312481 | Time: 2994.37 ms [2021-12-17 15:07:32 main:574] : INFO : Epoch 1604 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 3308.84 ms [2021-12-17 15:07:35 main:574] : INFO : Epoch 1605 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 3097.02 ms [2021-12-17 15:07:38 main:574] : INFO : Epoch 1606 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 3344.69 ms [2021-12-17 15:07:41 main:574] : INFO : Epoch 1607 | loss: 0.031247 | val_loss: 0.0312473 | Time: 3042.64 ms [2021-12-17 15:07:44 main:574] : INFO : Epoch 1608 | loss: 0.0312472 | val_loss: 0.0312481 | Time: 3129.24 ms [2021-12-17 15:07:48 main:574] : INFO : Epoch 1609 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 3281.06 ms [2021-12-17 15:07:51 main:574] : INFO : Epoch 1610 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 3272.94 ms [2021-12-17 15:07:54 main:574] : INFO : Epoch 1611 | loss: 0.0312473 | val_loss: 0.031247 | Time: 3193.49 ms [2021-12-17 15:07:57 main:574] : INFO : Epoch 1612 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 3074.79 ms [2021-12-17 15:08:00 main:574] : INFO : Epoch 1613 | loss: 0.031249 | val_loss: 0.031247 | Time: 3291.61 ms [2021-12-17 15:08:04 main:574] : INFO : Epoch 1614 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 3190.18 ms [2021-12-17 15:08:07 main:574] : INFO : Epoch 1615 | loss: 0.0312495 | val_loss: 0.0312472 | Time: 3282.59 ms [2021-12-17 15:08:10 main:574] : INFO : Epoch 1616 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 3114.6 ms [2021-12-17 15:08:13 main:574] : INFO : Epoch 1617 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3166.79 ms [2021-12-17 15:08:16 main:574] : INFO : Epoch 1618 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 3179.53 ms [2021-12-17 15:08:20 main:574] : INFO : Epoch 1619 | loss: 0.0312494 | val_loss: 0.0312476 | Time: 3190.84 ms [2021-12-17 15:08:23 main:574] : INFO : Epoch 1620 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 3129.17 ms [2021-12-17 15:08:26 main:574] : INFO : Epoch 1621 | loss: 0.031248 | val_loss: 0.0312472 | Time: 3189.43 ms [2021-12-17 15:08:29 main:574] : INFO : Epoch 1622 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 3223.64 ms [2021-12-17 15:08:32 main:574] : INFO : Epoch 1623 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 3308.52 ms [2021-12-17 15:08:36 main:574] : INFO : Epoch 1624 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 3199.73 ms [2021-12-17 15:08:39 main:574] : INFO : Epoch 1625 | loss: 0.0312483 | val_loss: 0.031248 | Time: 3240.82 ms [2021-12-17 15:08:42 main:574] : INFO : Epoch 1626 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3244.62 ms [2021-12-17 15:08:45 main:574] : INFO : Epoch 1627 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 3175.69 ms [2021-12-17 15:08:49 main:574] : INFO : Epoch 1628 | loss: 0.0312477 | val_loss: 0.031248 | Time: 3304.43 ms [2021-12-17 15:08:52 main:574] : INFO : Epoch 1629 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 3138.85 ms [2021-12-17 15:08:55 main:574] : INFO : Epoch 1630 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3266.69 ms [2021-12-17 15:08:58 main:574] : INFO : Epoch 1631 | loss: 0.031247 | val_loss: 0.0312472 | Time: 3332.74 ms [2021-12-17 15:09:02 main:574] : INFO : Epoch 1632 | loss: 0.031247 | val_loss: 0.0312499 | Time: 3286.67 ms [2021-12-17 15:09:05 main:574] : INFO : Epoch 1633 | loss: 0.031248 | val_loss: 0.0312481 | Time: 3172.03 ms [2021-12-17 15:09:08 main:574] : INFO : Epoch 1634 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 3346.55 ms [2021-12-17 15:09:12 main:574] : INFO : Epoch 1635 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 3398.4 ms [2021-12-17 15:09:15 main:574] : INFO : Epoch 1636 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 3207.14 ms [2021-12-17 15:09:18 main:574] : INFO : Epoch 1637 | loss: 0.0312481 | val_loss: 0.031249 | Time: 3112.27 ms [2021-12-17 15:09:21 main:574] : INFO : Epoch 1638 | loss: 0.0312471 | val_loss: 0.031247 | Time: 3148.19 ms [2021-12-17 15:09:24 main:574] : INFO : Epoch 1639 | loss: 0.0312473 | val_loss: 0.0312493 | Time: 3234.15 ms [2021-12-17 15:09:28 main:574] : INFO : Epoch 1640 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 3353.35 ms [2021-12-17 15:09:31 main:574] : INFO : Epoch 1641 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 3121.8 ms [2021-12-17 15:09:34 main:574] : INFO : Epoch 1642 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2934.64 ms [2021-12-17 15:09:37 main:574] : INFO : Epoch 1643 | loss: 0.031248 | val_loss: 0.0312486 | Time: 3271.52 ms [2021-12-17 15:09:40 main:574] : INFO : Epoch 1644 | loss: 0.0312475 | val_loss: 0.031248 | Time: 3264.48 ms [2021-12-17 15:09:44 main:574] : INFO : Epoch 1645 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 3194.13 ms [2021-12-17 15:09:47 main:574] : INFO : Epoch 1646 | loss: 0.031248 | val_loss: 0.031247 | Time: 3197.08 ms [2021-12-17 15:09:50 main:574] : INFO : Epoch 1647 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 3115.71 ms [2021-12-17 15:09:53 main:574] : INFO : Epoch 1648 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 3265.29 ms [2021-12-17 15:09:56 main:574] : INFO : Epoch 1649 | loss: 0.0312474 | val_loss: 0.031247 | Time: 3244.36 ms [2021-12-17 15:10:00 main:574] : INFO : Epoch 1650 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 3189.52 ms [2021-12-17 15:10:03 main:574] : INFO : Epoch 1651 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 3125.4 ms [2021-12-17 15:10:06 main:574] : INFO : Epoch 1652 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 2940.84 ms [2021-12-17 15:10:09 main:574] : INFO : Epoch 1653 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 3157.11 ms [2021-12-17 15:10:12 main:574] : INFO : Epoch 1654 | loss: 0.0312478 | val_loss: 0.031248 | Time: 3395.51 ms [2021-12-17 15:10:15 main:574] : INFO : Epoch 1655 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 3182.64 ms [2021-12-17 15:10:19 main:574] : INFO : Epoch 1656 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 3066.96 ms [2021-12-17 15:10:22 main:574] : INFO : Epoch 1657 | loss: 0.031247 | val_loss: 0.0312471 | Time: 2965.69 ms [2021-12-17 15:10:25 main:574] : INFO : Epoch 1658 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 3011.92 ms [2021-12-17 15:10:28 main:574] : INFO : Epoch 1659 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 3126.53 ms [2021-12-17 15:10:31 main:574] : INFO : Epoch 1660 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 3109.51 ms [2021-12-17 15:10:34 main:574] : INFO : Epoch 1661 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 3036.23 ms [2021-12-17 15:10:37 main:574] : INFO : Epoch 1662 | loss: 0.0312479 | val_loss: 0.0312514 | Time: 3193.59 ms [2021-12-17 15:10:40 main:574] : INFO : Epoch 1663 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 3175.38 ms [2021-12-17 15:10:43 main:574] : INFO : Epoch 1664 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 3140.32 ms [2021-12-17 15:10:47 main:574] : INFO : Epoch 1665 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 3216.23 ms [2021-12-17 15:10:50 main:574] : INFO : Epoch 1666 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 3133.57 ms [2021-12-17 15:10:53 main:574] : INFO : Epoch 1667 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 3298.48 ms [2021-12-17 15:10:56 main:574] : INFO : Epoch 1668 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 3026.24 ms [2021-12-17 15:10:59 main:574] : INFO : Epoch 1669 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 3289.87 ms [2021-12-17 15:11:03 main:574] : INFO : Epoch 1670 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 3170.19 ms [2021-12-17 15:11:06 main:574] : INFO : Epoch 1671 | loss: 0.0312475 | val_loss: 0.0312493 | Time: 3152.61 ms [2021-12-17 15:11:09 main:574] : INFO : Epoch 1672 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 3044.09 ms [2021-12-17 15:11:12 main:574] : INFO : Epoch 1673 | loss: 0.0312474 | val_loss: 0.0312485 | Time: 3014.12 ms [2021-12-17 15:11:15 main:574] : INFO : Epoch 1674 | loss: 0.0312475 | val_loss: 0.031247 | Time: 3191.84 ms [2021-12-17 15:11:18 main:574] : INFO : Epoch 1675 | loss: 0.0312473 | val_loss: 0.0312482 | Time: 3092.06 ms [2021-12-17 15:11:21 main:574] : INFO : Epoch 1676 | loss: 0.0312484 | val_loss: 0.031248 | Time: 3158.89 ms [2021-12-17 15:11:24 main:574] : INFO : Epoch 1677 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 2946.16 ms [2021-12-17 15:11:27 main:574] : INFO : Epoch 1678 | loss: 0.0312483 | val_loss: 0.0312503 | Time: 3094.79 ms [2021-12-17 15:11:30 main:574] : INFO : Epoch 1679 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 3198.57 ms [2021-12-17 15:11:34 main:574] : INFO : Epoch 1680 | loss: 0.0312504 | val_loss: 0.0312488 | Time: 3256.29 ms [2021-12-17 15:11:37 main:574] : INFO : Epoch 1681 | loss: 0.0312495 | val_loss: 0.0312515 | Time: 3131.84 ms [2021-12-17 15:11:40 main:574] : INFO : Epoch 1682 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 2954.68 ms [2021-12-17 15:11:43 main:574] : INFO : Epoch 1683 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 3267.46 ms [2021-12-17 15:11:46 main:574] : INFO : Epoch 1684 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 3198.61 ms [2021-12-17 15:11:49 main:574] : INFO : Epoch 1685 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 3114.93 ms [2021-12-17 15:11:52 main:574] : INFO : Epoch 1686 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 3028.07 ms [2021-12-17 15:11:55 main:574] : INFO : Epoch 1687 | loss: 0.031249 | val_loss: 0.0312479 | Time: 2955.47 ms [2021-12-17 15:11:59 main:574] : INFO : Epoch 1688 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 3109.17 ms [2021-12-17 15:12:02 main:574] : INFO : Epoch 1689 | loss: 0.031247 | val_loss: 0.0312474 | Time: 3071.42 ms [2021-12-17 15:12:05 main:574] : INFO : Epoch 1690 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 3231.09 ms [2021-12-17 15:12:08 main:574] : INFO : Epoch 1691 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 3076.57 ms [2021-12-17 15:12:11 main:574] : INFO : Epoch 1692 | loss: 0.0312473 | val_loss: 0.031247 | Time: 2954.99 ms [2021-12-17 15:12:14 main:574] : INFO : Epoch 1693 | loss: 0.031247 | val_loss: 0.0312478 | Time: 3058.82 ms [2021-12-17 15:12:17 main:574] : INFO : Epoch 1694 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 3174.11 ms [2021-12-17 15:12:20 main:574] : INFO : Epoch 1695 | loss: 0.0312479 | val_loss: 0.0312525 | Time: 3121.79 ms [2021-12-17 15:12:23 main:574] : INFO : Epoch 1696 | loss: 0.0312495 | val_loss: 0.0312475 | Time: 3072.52 ms [2021-12-17 15:12:26 main:574] : INFO : Epoch 1697 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 3059.49 ms [2021-12-17 15:12:30 main:574] : INFO : Epoch 1698 | loss: 0.031248 | val_loss: 0.0312516 | Time: 3110.39 ms [2021-12-17 15:12:33 main:574] : INFO : Epoch 1699 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 3120.87 ms [2021-12-17 15:12:36 main:574] : INFO : Epoch 1700 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 3284.42 ms [2021-12-17 15:12:39 main:574] : INFO : Epoch 1701 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3019.68 ms [2021-12-17 15:12:42 main:574] : INFO : Epoch 1702 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 3056.66 ms [2021-12-17 15:12:45 main:574] : INFO : Epoch 1703 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 3252.27 ms [2021-12-17 15:12:49 main:574] : INFO : Epoch 1704 | loss: 0.0312478 | val_loss: 0.0312488 | Time: 3186.85 ms [2021-12-17 15:12:52 main:574] : INFO : Epoch 1705 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 3193.46 ms [2021-12-17 15:12:55 main:574] : INFO : Epoch 1706 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 3120.89 ms [2021-12-17 15:12:58 main:574] : INFO : Epoch 1707 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 3102.36 ms [2021-12-17 15:13:01 main:574] : INFO : Epoch 1708 | loss: 0.031248 | val_loss: 0.0312488 | Time: 2969.04 ms [2021-12-17 15:13:04 main:574] : INFO : Epoch 1709 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 3295.79 ms [2021-12-17 15:13:07 main:574] : INFO : Epoch 1710 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 3040.92 ms [2021-12-17 15:13:10 main:574] : INFO : Epoch 1711 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 3067.29 ms [2021-12-17 15:13:13 main:574] : INFO : Epoch 1712 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 2916.09 ms [2021-12-17 15:13:16 main:574] : INFO : Epoch 1713 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 3105.52 ms [2021-12-17 15:13:20 main:574] : INFO : Epoch 1714 | loss: 0.0312486 | val_loss: 0.0312476 | Time: 3093.81 ms [2021-12-17 15:13:23 main:574] : INFO : Epoch 1715 | loss: 0.0312487 | val_loss: 0.0312476 | Time: 3311.29 ms [2021-12-17 15:13:26 main:574] : INFO : Epoch 1716 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2987.29 ms [2021-12-17 15:13:29 main:574] : INFO : Epoch 1717 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 3180.2 ms [2021-12-17 15:13:32 main:574] : INFO : Epoch 1718 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 3127.67 ms [2021-12-17 15:13:35 main:574] : INFO : Epoch 1719 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 3251.48 ms [2021-12-17 15:13:39 main:574] : INFO : Epoch 1720 | loss: 0.0312486 | val_loss: 0.0312471 | Time: 3189.26 ms [2021-12-17 15:13:42 main:574] : INFO : Epoch 1721 | loss: 0.031248 | val_loss: 0.0312489 | Time: 3126.16 ms [2021-12-17 15:13:45 main:574] : INFO : Epoch 1722 | loss: 0.0312489 | val_loss: 0.031247 | Time: 3117.48 ms [2021-12-17 15:13:48 main:574] : INFO : Epoch 1723 | loss: 0.0312483 | val_loss: 0.0312504 | Time: 3078.07 ms [2021-12-17 15:13:51 main:574] : INFO : Epoch 1724 | loss: 0.0312483 | val_loss: 0.0312517 | Time: 3178.47 ms [2021-12-17 15:13:54 main:574] : INFO : Epoch 1725 | loss: 0.031249 | val_loss: 0.0312473 | Time: 3243.88 ms [2021-12-17 15:13:58 main:574] : INFO : Epoch 1726 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 3153.65 ms [2021-12-17 15:14:01 main:574] : INFO : Epoch 1727 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3008.6 ms [2021-12-17 15:14:04 main:574] : INFO : Epoch 1728 | loss: 0.031247 | val_loss: 0.0312479 | Time: 3116.24 ms [2021-12-17 15:14:07 main:574] : INFO : Epoch 1729 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3213.46 ms [2021-12-17 15:14:10 main:574] : INFO : Epoch 1730 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 3086.94 ms [2021-12-17 15:14:13 main:574] : INFO : Epoch 1731 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 3078.53 ms [2021-12-17 15:14:16 main:574] : INFO : Epoch 1732 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 3101.36 ms [2021-12-17 15:14:19 main:574] : INFO : Epoch 1733 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 3278.18 ms [2021-12-17 15:14:23 main:574] : INFO : Epoch 1734 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 3221.97 ms [2021-12-17 15:14:26 main:574] : INFO : Epoch 1735 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 3311.49 ms [2021-12-17 15:14:29 main:574] : INFO : Epoch 1736 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 2956.82 ms [2021-12-17 15:14:32 main:574] : INFO : Epoch 1737 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 3126.94 ms [2021-12-17 15:14:35 main:574] : INFO : Epoch 1738 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3260.61 ms [2021-12-17 15:14:38 main:574] : INFO : Epoch 1739 | loss: 0.031247 | val_loss: 0.0312471 | Time: 3090.6 ms [2021-12-17 15:14:42 main:574] : INFO : Epoch 1740 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 3393.11 ms [2021-12-17 15:14:45 main:574] : INFO : Epoch 1741 | loss: 0.0312476 | val_loss: 0.03125 | Time: 2942.31 ms [2021-12-17 15:14:48 main:574] : INFO : Epoch 1742 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 2957.44 ms [2021-12-17 15:14:51 main:574] : INFO : Epoch 1743 | loss: 0.031248 | val_loss: 0.0312476 | Time: 3317.57 ms [2021-12-17 15:14:54 main:574] : INFO : Epoch 1744 | loss: 0.031248 | val_loss: 0.0312478 | Time: 3154.7 ms [2021-12-17 15:14:57 main:574] : INFO : Epoch 1745 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 3085.8 ms [2021-12-17 15:15:01 main:574] : INFO : Epoch 1746 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 3157.3 ms [2021-12-17 15:15:04 main:574] : INFO : Epoch 1747 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 3344.33 ms [2021-12-17 15:15:07 main:574] : INFO : Epoch 1748 | loss: 0.0312489 | val_loss: 0.0312504 | Time: 2995.53 ms [2021-12-17 15:15:10 main:574] : INFO : Epoch 1749 | loss: 0.0312497 | val_loss: 0.0312479 | Time: 3343.83 ms [2021-12-17 15:15:13 main:574] : INFO : Epoch 1750 | loss: 0.0312476 | val_loss: 0.0312486 | Time: 2892.64 ms [2021-12-17 15:15:16 main:574] : INFO : Epoch 1751 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 3133.79 ms [2021-12-17 15:15:20 main:574] : INFO : Epoch 1752 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 3260.8 ms [2021-12-17 15:15:23 main:574] : INFO : Epoch 1753 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3271.81 ms [2021-12-17 15:15:26 main:574] : INFO : Epoch 1754 | loss: 0.031248 | val_loss: 0.0312493 | Time: 3041.28 ms [2021-12-17 15:15:29 main:574] : INFO : Epoch 1755 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 3036.53 ms [2021-12-17 15:15:32 main:574] : INFO : Epoch 1756 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 3377.28 ms [2021-12-17 15:15:36 main:574] : INFO : Epoch 1757 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 3307.34 ms [2021-12-17 15:15:39 main:574] : INFO : Epoch 1758 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 3242.03 ms [2021-12-17 15:15:42 main:574] : INFO : Epoch 1759 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 3042.54 ms [2021-12-17 15:15:45 main:574] : INFO : Epoch 1760 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 3052.82 ms [2021-12-17 15:15:48 main:574] : INFO : Epoch 1761 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3375.01 ms [2021-12-17 15:15:52 main:574] : INFO : Epoch 1762 | loss: 0.0312476 | val_loss: 0.0312492 | Time: 3240.45 ms [2021-12-17 15:15:55 main:574] : INFO : Epoch 1763 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 3082.69 ms [2021-12-17 15:15:58 main:574] : INFO : Epoch 1764 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 3291.48 ms [2021-12-17 15:16:01 main:574] : INFO : Epoch 1765 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 3243.71 ms [2021-12-17 15:16:05 main:574] : INFO : Epoch 1766 | loss: 0.0312475 | val_loss: 0.031248 | Time: 3323.33 ms [2021-12-17 15:16:08 main:574] : INFO : Epoch 1767 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 3123.72 ms [2021-12-17 15:16:11 main:574] : INFO : Epoch 1768 | loss: 0.0312489 | val_loss: 0.0312509 | Time: 2975.24 ms [2021-12-17 15:16:14 main:574] : INFO : Epoch 1769 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 3530.3 ms [2021-12-17 15:16:18 main:574] : INFO : Epoch 1770 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 3245.52 ms [2021-12-17 15:16:21 main:574] : INFO : Epoch 1771 | loss: 0.031249 | val_loss: 0.0312479 | Time: 3542.96 ms [2021-12-17 15:16:24 main:574] : INFO : Epoch 1772 | loss: 0.03125 | val_loss: 0.0312516 | Time: 3352.13 ms [2021-12-17 15:16:28 main:574] : INFO : Epoch 1773 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 3173.36 ms [2021-12-17 15:16:31 main:574] : INFO : Epoch 1774 | loss: 0.0312473 | val_loss: 0.0312491 | Time: 3440.8 ms [2021-12-17 15:16:34 main:574] : INFO : Epoch 1775 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 3136.43 ms [2021-12-17 15:16:37 main:574] : INFO : Epoch 1776 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 3243.94 ms [2021-12-17 15:16:41 main:574] : INFO : Epoch 1777 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 3197.22 ms [2021-12-17 15:16:44 main:574] : INFO : Epoch 1778 | loss: 0.0312476 | val_loss: 0.0312504 | Time: 3140.59 ms [2021-12-17 15:16:47 main:574] : INFO : Epoch 1779 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 3348.35 ms [2021-12-17 15:16:50 main:574] : INFO : Epoch 1780 | loss: 0.0312476 | val_loss: 0.0312495 | Time: 3149.12 ms [2021-12-17 15:16:53 main:574] : INFO : Epoch 1781 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 3036.45 ms [2021-12-17 15:16:57 main:574] : INFO : Epoch 1782 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 3235.36 ms [2021-12-17 15:17:00 main:574] : INFO : Epoch 1783 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 3199.94 ms [2021-12-17 15:17:03 main:574] : INFO : Epoch 1784 | loss: 0.0312488 | val_loss: 0.03125 | Time: 3321.53 ms [2021-12-17 15:17:06 main:574] : INFO : Epoch 1785 | loss: 0.0312486 | val_loss: 0.0312488 | Time: 2963.59 ms [2021-12-17 15:17:09 main:574] : INFO : Epoch 1786 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 3100.22 ms [2021-12-17 15:17:12 main:574] : INFO : Epoch 1787 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 3216.12 ms [2021-12-17 15:17:16 main:574] : INFO : Epoch 1788 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 3367.83 ms [2021-12-17 15:17:19 main:574] : INFO : Epoch 1789 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 3197.84 ms [2021-12-17 15:17:22 main:574] : INFO : Epoch 1790 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 3238.23 ms [2021-12-17 15:17:25 main:574] : INFO : Epoch 1791 | loss: 0.0312481 | val_loss: 0.031248 | Time: 2885.29 ms [2021-12-17 15:17:28 main:574] : INFO : Epoch 1792 | loss: 0.031248 | val_loss: 0.0312479 | Time: 3052.27 ms [2021-12-17 15:17:32 main:574] : INFO : Epoch 1793 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 3314.13 ms [2021-12-17 15:17:35 main:574] : INFO : Epoch 1794 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 3152.04 ms [2021-12-17 15:17:38 main:574] : INFO : Epoch 1795 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 3116.28 ms [2021-12-17 15:17:41 main:574] : INFO : Epoch 1796 | loss: 0.0312474 | val_loss: 0.031248 | Time: 3011.97 ms [2021-12-17 15:17:44 main:574] : INFO : Epoch 1797 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 3111.01 ms [2021-12-17 15:17:47 main:574] : INFO : Epoch 1798 | loss: 0.031248 | val_loss: 0.0312496 | Time: 3255.2 ms [2021-12-17 15:17:50 main:574] : INFO : Epoch 1799 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 3165.05 ms [2021-12-17 15:17:53 main:574] : INFO : Epoch 1800 | loss: 0.0312484 | val_loss: 0.0312509 | Time: 3116.78 ms [2021-12-17 15:17:57 main:574] : INFO : Epoch 1801 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 3065.93 ms [2021-12-17 15:18:00 main:574] : INFO : Epoch 1802 | loss: 0.031248 | val_loss: 0.0312477 | Time: 3151.38 ms [2021-12-17 15:18:03 main:574] : INFO : Epoch 1803 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 3204.23 ms [2021-12-17 15:18:06 main:574] : INFO : Epoch 1804 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 3333.89 ms [2021-12-17 15:18:09 main:574] : INFO : Epoch 1805 | loss: 0.0312469 | val_loss: 0.0312471 | Time: 2999.89 ms [2021-12-17 15:18:12 main:574] : INFO : Epoch 1806 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 3038.22 ms [2021-12-17 15:18:15 main:574] : INFO : Epoch 1807 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 3071.21 ms [2021-12-17 15:18:19 main:574] : INFO : Epoch 1808 | loss: 0.0312491 | val_loss: 0.03125 | Time: 3152.7 ms [2021-12-17 15:18:22 main:574] : INFO : Epoch 1809 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 3253.01 ms [2021-12-17 15:18:25 main:574] : INFO : Epoch 1810 | loss: 0.0312473 | val_loss: 0.0312484 | Time: 2910.38 ms [2021-12-17 15:18:28 main:574] : INFO : Epoch 1811 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 3102.24 ms [2021-12-17 15:18:31 main:574] : INFO : Epoch 1812 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 2940.86 ms [2021-12-17 15:18:34 main:574] : INFO : Epoch 1813 | loss: 0.0312473 | val_loss: 0.0312492 | Time: 3087.82 ms [2021-12-17 15:18:37 main:574] : INFO : Epoch 1814 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2965.7 ms [2021-12-17 15:18:40 main:574] : INFO : Epoch 1815 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 3119.41 ms [2021-12-17 15:18:43 main:574] : INFO : Epoch 1816 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 3110.31 ms [2021-12-17 15:18:46 main:574] : INFO : Epoch 1817 | loss: 0.0312479 | val_loss: 0.031251 | Time: 3169.62 ms [2021-12-17 15:18:49 main:574] : INFO : Epoch 1818 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 2883.29 ms [2021-12-17 15:18:52 main:574] : INFO : Epoch 1819 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 3047.26 ms [2021-12-17 15:18:55 main:574] : INFO : Epoch 1820 | loss: 0.031248 | val_loss: 0.0312484 | Time: 3081.83 ms [2021-12-17 15:18:58 main:574] : INFO : Epoch 1821 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 3129.44 ms [2021-12-17 15:19:02 main:574] : INFO : Epoch 1822 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 3070.46 ms [2021-12-17 15:19:05 main:574] : INFO : Epoch 1823 | loss: 0.0312488 | val_loss: 0.0312517 | Time: 3100.33 ms [2021-12-17 15:19:08 main:574] : INFO : Epoch 1824 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 3142.29 ms [2021-12-17 15:19:11 main:574] : INFO : Epoch 1825 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 3004.68 ms [2021-12-17 15:19:14 main:574] : INFO : Epoch 1826 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 2976.51 ms [2021-12-17 15:19:17 main:574] : INFO : Epoch 1827 | loss: 0.0312499 | val_loss: 0.0312486 | Time: 3210.52 ms [2021-12-17 15:19:20 main:574] : INFO : Epoch 1828 | loss: 0.0312495 | val_loss: 0.0312478 | Time: 2961.71 ms [2021-12-17 15:19:23 main:574] : INFO : Epoch 1829 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 3277.09 ms [2021-12-17 15:19:26 main:574] : INFO : Epoch 1830 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 3074.8 ms [2021-12-17 15:19:29 main:574] : INFO : Epoch 1831 | loss: 0.0312486 | val_loss: 0.0312506 | Time: 3047.03 ms [2021-12-17 15:19:33 main:574] : INFO : Epoch 1832 | loss: 0.0312493 | val_loss: 0.0312477 | Time: 3114.64 ms [2021-12-17 15:19:36 main:574] : INFO : Epoch 1833 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 3154.65 ms [2021-12-17 15:19:39 main:574] : INFO : Epoch 1834 | loss: 0.031251 | val_loss: 0.0312515 | Time: 3041.71 ms [2021-12-17 15:19:42 main:574] : INFO : Epoch 1835 | loss: 0.03125 | val_loss: 0.0312486 | Time: 3163.66 ms [2021-12-17 15:19:45 main:574] : INFO : Epoch 1836 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 3207.96 ms [2021-12-17 15:19:48 main:574] : INFO : Epoch 1837 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 3040.5 ms [2021-12-17 15:19:52 main:574] : INFO : Epoch 1838 | loss: 0.0312475 | val_loss: 0.0312485 | Time: 3325.69 ms [2021-12-17 15:19:54 main:574] : INFO : Epoch 1839 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 2964.29 ms [2021-12-17 15:19:57 main:574] : INFO : Epoch 1840 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 2989.09 ms [2021-12-17 15:20:01 main:574] : INFO : Epoch 1841 | loss: 0.0312485 | val_loss: 0.031248 | Time: 3126.33 ms [2021-12-17 15:20:04 main:574] : INFO : Epoch 1842 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 3325.93 ms [2021-12-17 15:20:07 main:574] : INFO : Epoch 1843 | loss: 0.0312476 | val_loss: 0.0312486 | Time: 3317.38 ms [2021-12-17 15:20:10 main:574] : INFO : Epoch 1844 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 3039.43 ms [2021-12-17 15:20:13 main:574] : INFO : Epoch 1845 | loss: 0.0312483 | val_loss: 0.0312506 | Time: 3076.47 ms [2021-12-17 15:20:16 main:574] : INFO : Epoch 1846 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 3020.41 ms [2021-12-17 15:20:20 main:574] : INFO : Epoch 1847 | loss: 0.0312485 | val_loss: 0.0312524 | Time: 3075.14 ms [2021-12-17 15:20:23 main:574] : INFO : Epoch 1848 | loss: 0.0312514 | val_loss: 0.0312496 | Time: 3266.76 ms [2021-12-17 15:20:26 main:574] : INFO : Epoch 1849 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 3169.01 ms [2021-12-17 15:20:29 main:574] : INFO : Epoch 1850 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 3141.15 ms [2021-12-17 15:20:32 main:574] : INFO : Epoch 1851 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 2923.14 ms [2021-12-17 15:20:35 main:574] : INFO : Epoch 1852 | loss: 0.0312482 | val_loss: 0.0312495 | Time: 3123.79 ms [2021-12-17 15:20:38 main:574] : INFO : Epoch 1853 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 3191.12 ms [2021-12-17 15:20:42 main:574] : INFO : Epoch 1854 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 3207.79 ms [2021-12-17 15:20:45 main:574] : INFO : Epoch 1855 | loss: 0.0312475 | val_loss: 0.031248 | Time: 3161.85 ms [2021-12-17 15:20:48 main:574] : INFO : Epoch 1856 | loss: 0.031248 | val_loss: 0.0312493 | Time: 2990.29 ms [2021-12-17 15:20:51 main:574] : INFO : Epoch 1857 | loss: 0.0312487 | val_loss: 0.031248 | Time: 3066.26 ms [2021-12-17 15:20:54 main:574] : INFO : Epoch 1858 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 3354.21 ms [2021-12-17 15:20:57 main:574] : INFO : Epoch 1859 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 3172.62 ms [2021-12-17 15:21:01 main:574] : INFO : Epoch 1860 | loss: 0.0312488 | val_loss: 0.0312473 | Time: 3160.52 ms [2021-12-17 15:21:04 main:574] : INFO : Epoch 1861 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 2969.36 ms [2021-12-17 15:21:07 main:574] : INFO : Epoch 1862 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 3074.49 ms [2021-12-17 15:21:10 main:574] : INFO : Epoch 1863 | loss: 0.031248 | val_loss: 0.0312474 | Time: 3187.24 ms [2021-12-17 15:21:13 main:574] : INFO : Epoch 1864 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3036.61 ms [2021-12-17 15:21:16 main:574] : INFO : Epoch 1865 | loss: 0.0312478 | val_loss: 0.031248 | Time: 3218.2 ms [2021-12-17 15:21:19 main:574] : INFO : Epoch 1866 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 2973.45 ms [2021-12-17 15:21:22 main:574] : INFO : Epoch 1867 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 3073.68 ms [2021-12-17 15:21:25 main:574] : INFO : Epoch 1868 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 3127.94 ms [2021-12-17 15:21:29 main:574] : INFO : Epoch 1869 | loss: 0.0312479 | val_loss: 0.031248 | Time: 3268.94 ms [2021-12-17 15:21:32 main:574] : INFO : Epoch 1870 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 3010.91 ms [2021-12-17 15:21:35 main:574] : INFO : Epoch 1871 | loss: 0.0312482 | val_loss: 0.0312512 | Time: 3151.65 ms [2021-12-17 15:21:38 main:574] : INFO : Epoch 1872 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3458.3 ms [2021-12-17 15:21:41 main:574] : INFO : Epoch 1873 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 3151.36 ms [2021-12-17 15:21:45 main:574] : INFO : Epoch 1874 | loss: 0.0312507 | val_loss: 0.0312481 | Time: 3403.63 ms [2021-12-17 15:21:48 main:574] : INFO : Epoch 1875 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 3101.7 ms [2021-12-17 15:21:51 main:574] : INFO : Epoch 1876 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 3126.1 ms [2021-12-17 15:21:54 main:574] : INFO : Epoch 1877 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 2961.82 ms [2021-12-17 15:21:57 main:574] : INFO : Epoch 1878 | loss: 0.031248 | val_loss: 0.0312502 | Time: 3200.88 ms [2021-12-17 15:22:00 main:574] : INFO : Epoch 1879 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 3201.99 ms [2021-12-17 15:22:04 main:574] : INFO : Epoch 1880 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 3211.51 ms [2021-12-17 15:22:07 main:574] : INFO : Epoch 1881 | loss: 0.0312474 | val_loss: 0.0312492 | Time: 2990.37 ms [2021-12-17 15:22:10 main:574] : INFO : Epoch 1882 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2935.79 ms [2021-12-17 15:22:13 main:574] : INFO : Epoch 1883 | loss: 0.0312474 | val_loss: 0.031248 | Time: 3154.41 ms [2021-12-17 15:22:16 main:574] : INFO : Epoch 1884 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 2953.87 ms [2021-12-17 15:22:19 main:574] : INFO : Epoch 1885 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 3296.87 ms [2021-12-17 15:22:22 main:574] : INFO : Epoch 1886 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 3025.71 ms [2021-12-17 15:22:25 main:574] : INFO : Epoch 1887 | loss: 0.0312475 | val_loss: 0.0312498 | Time: 3191.43 ms [2021-12-17 15:22:28 main:574] : INFO : Epoch 1888 | loss: 0.0312482 | val_loss: 0.0312494 | Time: 2970.78 ms [2021-12-17 15:22:31 main:574] : INFO : Epoch 1889 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 3146.55 ms [2021-12-17 15:22:34 main:574] : INFO : Epoch 1890 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 3006.3 ms [2021-12-17 15:22:37 main:574] : INFO : Epoch 1891 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 3160.59 ms [2021-12-17 15:22:41 main:574] : INFO : Epoch 1892 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 3194.42 ms [2021-12-17 15:22:44 main:574] : INFO : Epoch 1893 | loss: 0.031248 | val_loss: 0.0312548 | Time: 2956.66 ms [2021-12-17 15:22:47 main:574] : INFO : Epoch 1894 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 3109.65 ms [2021-12-17 15:22:50 main:574] : INFO : Epoch 1895 | loss: 0.0312477 | val_loss: 0.0312497 | Time: 2966.99 ms [2021-12-17 15:22:53 main:574] : INFO : Epoch 1896 | loss: 0.031249 | val_loss: 0.0312476 | Time: 2973.54 ms [2021-12-17 15:22:56 main:574] : INFO : Epoch 1897 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 3023.3 ms [2021-12-17 15:22:59 main:574] : INFO : Epoch 1898 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 2927.04 ms [2021-12-17 15:23:02 main:574] : INFO : Epoch 1899 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 3105.08 ms [2021-12-17 15:23:05 main:574] : INFO : Epoch 1900 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 3124.55 ms [2021-12-17 15:23:08 main:574] : INFO : Epoch 1901 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 3007.22 ms [2021-12-17 15:23:11 main:574] : INFO : Epoch 1902 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 3116.66 ms [2021-12-17 15:23:14 main:574] : INFO : Epoch 1903 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 3043.57 ms [2021-12-17 15:23:17 main:574] : INFO : Epoch 1904 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 3211.51 ms [2021-12-17 15:23:21 main:574] : INFO : Epoch 1905 | loss: 0.0312479 | val_loss: 0.031248 | Time: 3240.4 ms [2021-12-17 15:23:24 main:574] : INFO : Epoch 1906 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 3123.71 ms [2021-12-17 15:23:27 main:574] : INFO : Epoch 1907 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 3254.71 ms [2021-12-17 15:23:30 main:574] : INFO : Epoch 1908 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 3198.28 ms [2021-12-17 15:23:33 main:574] : INFO : Epoch 1909 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 3179.82 ms [2021-12-17 15:23:36 main:574] : INFO : Epoch 1910 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 3042.15 ms [2021-12-17 15:23:40 main:574] : INFO : Epoch 1911 | loss: 0.031248 | val_loss: 0.0312494 | Time: 3103.93 ms [2021-12-17 15:23:43 main:574] : INFO : Epoch 1912 | loss: 0.031248 | val_loss: 0.0312542 | Time: 3091.66 ms [2021-12-17 15:23:46 main:574] : INFO : Epoch 1913 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 3027.28 ms [2021-12-17 15:23:49 main:574] : INFO : Epoch 1914 | loss: 0.0312479 | val_loss: 0.0312497 | Time: 3069.68 ms [2021-12-17 15:23:52 main:574] : INFO : Epoch 1915 | loss: 0.0312479 | val_loss: 0.0312497 | Time: 3180.7 ms [2021-12-17 15:23:55 main:574] : INFO : Epoch 1916 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 3092.31 ms [2021-12-17 15:23:58 main:574] : INFO : Epoch 1917 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 3002.9 ms [2021-12-17 15:24:01 main:574] : INFO : Epoch 1918 | loss: 0.031248 | val_loss: 0.0312478 | Time: 2904.62 ms [2021-12-17 15:24:04 main:574] : INFO : Epoch 1919 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 3080.08 ms [2021-12-17 15:24:07 main:574] : INFO : Epoch 1920 | loss: 0.0312474 | val_loss: 0.0312479 | Time: 3079.26 ms [2021-12-17 15:24:10 main:574] : INFO : Epoch 1921 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 3328.18 ms [2021-12-17 15:24:14 main:574] : INFO : Epoch 1922 | loss: 0.0312483 | val_loss: 0.0312482 | Time: 3112.06 ms [2021-12-17 15:24:17 main:574] : INFO : Epoch 1923 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 3066.88 ms [2021-12-17 15:24:20 main:574] : INFO : Epoch 1924 | loss: 0.0312474 | val_loss: 0.031248 | Time: 3228.61 ms [2021-12-17 15:24:23 main:574] : INFO : Epoch 1925 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 3208.5 ms [2021-12-17 15:24:27 main:574] : INFO : Epoch 1926 | loss: 0.031249 | val_loss: 0.0312488 | Time: 3373.84 ms [2021-12-17 15:24:30 main:574] : INFO : Epoch 1927 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 3085.54 ms [2021-12-17 15:24:33 main:574] : INFO : Epoch 1928 | loss: 0.0312485 | val_loss: 0.0312474 | Time: 3109.19 ms [2021-12-17 15:24:36 main:574] : INFO : Epoch 1929 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2945.51 ms [2021-12-17 15:24:39 main:574] : INFO : Epoch 1930 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 3152.42 ms [2021-12-17 15:24:42 main:574] : INFO : Epoch 1931 | loss: 0.031248 | val_loss: 0.0312487 | Time: 3227.75 ms [2021-12-17 15:24:45 main:574] : INFO : Epoch 1932 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 3208.06 ms [2021-12-17 15:24:48 main:574] : INFO : Epoch 1933 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 3018.92 ms [2021-12-17 15:24:51 main:574] : INFO : Epoch 1934 | loss: 0.0312478 | val_loss: 0.0312496 | Time: 3160.51 ms [2021-12-17 15:24:55 main:574] : INFO : Epoch 1935 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 3258.87 ms [2021-12-17 15:24:58 main:574] : INFO : Epoch 1936 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 3124.57 ms [2021-12-17 15:25:01 main:574] : INFO : Epoch 1937 | loss: 0.031248 | val_loss: 0.031249 | Time: 3301.86 ms [2021-12-17 15:25:04 main:574] : INFO : Epoch 1938 | loss: 0.031248 | val_loss: 0.0312485 | Time: 3169.42 ms [2021-12-17 15:25:07 main:574] : INFO : Epoch 1939 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 3046.91 ms [2021-12-17 15:25:11 main:574] : INFO : Epoch 1940 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 3206.14 ms [2021-12-17 15:25:14 main:574] : INFO : Epoch 1941 | loss: 0.0312471 | val_loss: 0.0312475 | Time: 2995.32 ms [2021-12-17 15:25:17 main:574] : INFO : Epoch 1942 | loss: 0.031248 | val_loss: 0.0312484 | Time: 3158.05 ms [2021-12-17 15:25:20 main:574] : INFO : Epoch 1943 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 3223.15 ms [2021-12-17 15:25:23 main:574] : INFO : Epoch 1944 | loss: 0.0312473 | val_loss: 0.0312484 | Time: 3121.77 ms [2021-12-17 15:25:26 main:574] : INFO : Epoch 1945 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 3114.76 ms [2021-12-17 15:25:29 main:574] : INFO : Epoch 1946 | loss: 0.031248 | val_loss: 0.0312523 | Time: 3167.11 ms [2021-12-17 15:25:33 main:574] : INFO : Epoch 1947 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 3152.8 ms [2021-12-17 15:25:36 main:574] : INFO : Epoch 1948 | loss: 0.031249 | val_loss: 0.0312479 | Time: 3220.28 ms [2021-12-17 15:25:39 main:574] : INFO : Epoch 1949 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 3126.54 ms [2021-12-17 15:25:42 main:574] : INFO : Epoch 1950 | loss: 0.0312479 | val_loss: 0.0312506 | Time: 2958.51 ms [2021-12-17 15:25:45 main:574] : INFO : Epoch 1951 | loss: 0.0312489 | val_loss: 0.0312494 | Time: 3259.5 ms [2021-12-17 15:25:48 main:574] : INFO : Epoch 1952 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 2962.82 ms [2021-12-17 15:25:51 main:574] : INFO : Epoch 1953 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 3310.13 ms [2021-12-17 15:25:54 main:574] : INFO : Epoch 1954 | loss: 0.0312472 | val_loss: 0.0312489 | Time: 2992.14 ms [2021-12-17 15:25:58 main:574] : INFO : Epoch 1955 | loss: 0.0312484 | val_loss: 0.0312477 | Time: 3120.16 ms [2021-12-17 15:26:01 main:574] : INFO : Epoch 1956 | loss: 0.0312487 | val_loss: 0.0312477 | Time: 2915.82 ms [2021-12-17 15:26:04 main:574] : INFO : Epoch 1957 | loss: 0.0312476 | val_loss: 0.031248 | Time: 3117.24 ms [2021-12-17 15:26:07 main:574] : INFO : Epoch 1958 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 3133.81 ms [2021-12-17 15:26:10 main:574] : INFO : Epoch 1959 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 3208.17 ms [2021-12-17 15:26:13 main:574] : INFO : Epoch 1960 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 2906.72 ms [2021-12-17 15:26:16 main:574] : INFO : Epoch 1961 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 3023.39 ms [2021-12-17 15:26:19 main:574] : INFO : Epoch 1962 | loss: 0.0312481 | val_loss: 0.0312542 | Time: 3040.87 ms [2021-12-17 15:26:22 main:574] : INFO : Epoch 1963 | loss: 0.0312504 | val_loss: 0.031248 | Time: 3112.04 ms [2021-12-17 15:26:25 main:574] : INFO : Epoch 1964 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 3232.51 ms [2021-12-17 15:26:29 main:574] : INFO : Epoch 1965 | loss: 0.0312483 | val_loss: 0.0312494 | Time: 3501.52 ms [2021-12-17 15:26:32 main:574] : INFO : Epoch 1966 | loss: 0.0312492 | val_loss: 0.0312539 | Time: 3076.14 ms [2021-12-17 15:26:35 main:574] : INFO : Epoch 1967 | loss: 0.0312511 | val_loss: 0.0312488 | Time: 3087.5 ms [2021-12-17 15:26:38 main:574] : INFO : Epoch 1968 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 3017.28 ms [2021-12-17 15:26:41 main:574] : INFO : Epoch 1969 | loss: 0.031248 | val_loss: 0.0312472 | Time: 3221.53 ms [2021-12-17 15:26:45 main:574] : INFO : Epoch 1970 | loss: 0.0312474 | val_loss: 0.0312494 | Time: 3303.42 ms [2021-12-17 15:26:48 main:574] : INFO : Epoch 1971 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 3059.51 ms [2021-12-17 15:26:51 main:574] : INFO : Epoch 1972 | loss: 0.0312472 | val_loss: 0.0312508 | Time: 2929.66 ms [2021-12-17 15:26:54 main:574] : INFO : Epoch 1973 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 3098.09 ms [2021-12-17 15:26:57 main:574] : INFO : Epoch 1974 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 3128.02 ms [2021-12-17 15:27:00 main:574] : INFO : Epoch 1975 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 3190.44 ms [2021-12-17 15:27:03 main:574] : INFO : Epoch 1976 | loss: 0.0312484 | val_loss: 0.0312501 | Time: 3181.87 ms [2021-12-17 15:27:06 main:574] : INFO : Epoch 1977 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 2993.04 ms [2021-12-17 15:27:09 main:574] : INFO : Epoch 1978 | loss: 0.0312475 | val_loss: 0.0312526 | Time: 3060.12 ms [2021-12-17 15:27:12 main:574] : INFO : Epoch 1979 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 3062.75 ms [2021-12-17 15:27:15 main:574] : INFO : Epoch 1980 | loss: 0.0312475 | val_loss: 0.0312488 | Time: 2917.76 ms [2021-12-17 15:27:19 main:574] : INFO : Epoch 1981 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 3225.19 ms [2021-12-17 15:27:22 main:574] : INFO : Epoch 1982 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 3116.66 ms [2021-12-17 15:27:25 main:574] : INFO : Epoch 1983 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 3093.51 ms [2021-12-17 15:27:28 main:574] : INFO : Epoch 1984 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 3154.3 ms [2021-12-17 15:27:31 main:574] : INFO : Epoch 1985 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 3098.23 ms [2021-12-17 15:27:34 main:574] : INFO : Epoch 1986 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 3168.4 ms [2021-12-17 15:27:37 main:574] : INFO : Epoch 1987 | loss: 0.0312477 | val_loss: 0.0312485 | Time: 3241.59 ms [2021-12-17 15:27:41 main:574] : INFO : Epoch 1988 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 3259.28 ms [2021-12-17 15:27:44 main:574] : INFO : Epoch 1989 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 2901.02 ms [2021-12-17 15:27:47 main:574] : INFO : Epoch 1990 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 3065.4 ms [2021-12-17 15:27:50 main:574] : INFO : Epoch 1991 | loss: 0.0312479 | val_loss: 0.0312496 | Time: 3116.19 ms [2021-12-17 15:27:53 main:574] : INFO : Epoch 1992 | loss: 0.031248 | val_loss: 0.0312477 | Time: 3136.85 ms [2021-12-17 15:27:56 main:574] : INFO : Epoch 1993 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 3036.24 ms [2021-12-17 15:27:59 main:574] : INFO : Epoch 1994 | loss: 0.0312476 | val_loss: 0.031248 | Time: 3150.56 ms [2021-12-17 15:28:02 main:574] : INFO : Epoch 1995 | loss: 0.0312483 | val_loss: 0.0312505 | Time: 3016.56 ms [2021-12-17 15:28:05 main:574] : INFO : Epoch 1996 | loss: 0.031249 | val_loss: 0.0312478 | Time: 3149.19 ms [2021-12-17 15:28:08 main:574] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 3011.33 ms [2021-12-17 15:28:12 main:574] : INFO : Epoch 1998 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 3314.11 ms [2021-12-17 15:28:15 main:574] : INFO : Epoch 1999 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 3175.02 ms [2021-12-17 15:28:18 main:574] : INFO : Epoch 2000 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 3104.72 ms [2021-12-17 15:28:21 main:574] : INFO : Epoch 2001 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 3233.01 ms [2021-12-17 15:28:24 main:574] : INFO : Epoch 2002 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 3047.88 ms [2021-12-17 15:28:28 main:574] : INFO : Epoch 2003 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 3352.64 ms [2021-12-17 15:28:31 main:574] : INFO : Epoch 2004 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 3301.38 ms [2021-12-17 15:28:34 main:574] : INFO : Epoch 2005 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 3142.57 ms [2021-12-17 15:28:37 main:574] : INFO : Epoch 2006 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 3071.27 ms [2021-12-17 15:28:40 main:574] : INFO : Epoch 2007 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 3070.88 ms [2021-12-17 15:28:44 main:574] : INFO : Epoch 2008 | loss: 0.031249 | val_loss: 0.0312496 | Time: 3220.73 ms [2021-12-17 15:28:47 main:574] : INFO : Epoch 2009 | loss: 0.031248 | val_loss: 0.031248 | Time: 3128.33 ms [2021-12-17 15:28:50 main:574] : INFO : Epoch 2010 | loss: 0.0312492 | val_loss: 0.0312483 | Time: 3426.76 ms [2021-12-17 15:28:53 main:574] : INFO : Epoch 2011 | loss: 0.0312487 | val_loss: 0.0312482 | Time: 3231.03 ms [2021-12-17 15:28:56 main:574] : INFO : Epoch 2012 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2998.47 ms [2021-12-17 15:29:00 main:574] : INFO : Epoch 2013 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 3183.49 ms [2021-12-17 15:29:03 main:574] : INFO : Epoch 2014 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 3087.13 ms [2021-12-17 15:29:06 main:574] : INFO : Epoch 2015 | loss: 0.031249 | val_loss: 0.0312478 | Time: 3089.04 ms [2021-12-17 15:29:09 main:574] : INFO : Epoch 2016 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 3177.69 ms [2021-12-17 15:29:12 main:574] : INFO : Epoch 2017 | loss: 0.0312479 | val_loss: 0.0312513 | Time: 2995.72 ms [2021-12-17 15:29:15 main:574] : INFO : Epoch 2018 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 2923.04 ms [2021-12-17 15:29:18 main:574] : INFO : Epoch 2019 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 3354.07 ms [2021-12-17 15:29:21 main:574] : INFO : Epoch 2020 | loss: 0.0312478 | val_loss: 0.0312495 | Time: 3216.1 ms [2021-12-17 15:29:25 main:574] : INFO : Epoch 2021 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 3133.61 ms [2021-12-17 15:29:28 main:574] : INFO : Epoch 2022 | loss: 0.0312485 | val_loss: 0.0312504 | Time: 3037.91 ms [2021-12-17 15:29:31 main:574] : INFO : Epoch 2023 | loss: 0.0312498 | val_loss: 0.0312482 | Time: 3046.58 ms [2021-12-17 15:29:34 main:574] : INFO : Epoch 2024 | loss: 0.031248 | val_loss: 0.0312483 | Time: 3229.26 ms [2021-12-17 15:29:37 main:574] : INFO : Epoch 2025 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2988.7 ms [2021-12-17 15:29:40 main:574] : INFO : Epoch 2026 | loss: 0.0312483 | val_loss: 0.031248 | Time: 3073.42 ms [2021-12-17 15:29:43 main:574] : INFO : Epoch 2027 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 3017.4 ms [2021-12-17 15:29:46 main:574] : INFO : Epoch 2028 | loss: 0.0312485 | val_loss: 0.0312494 | Time: 3234.78 ms [2021-12-17 15:29:49 main:574] : INFO : Epoch 2029 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 3053.86 ms [2021-12-17 15:29:53 main:574] : INFO : Epoch 2030 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 3311.7 ms [2021-12-17 15:29:56 main:574] : INFO : Epoch 2031 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 3116.51 ms [2021-12-17 15:29:59 main:574] : INFO : Epoch 2032 | loss: 0.031251 | val_loss: 0.0312495 | Time: 3097.29 ms [2021-12-17 15:30:02 main:574] : INFO : Epoch 2033 | loss: 0.0312491 | val_loss: 0.03125 | Time: 3187.99 ms [2021-12-17 15:30:05 main:574] : INFO : Epoch 2034 | loss: 0.0312488 | val_loss: 0.0312496 | Time: 3192.15 ms [2021-12-17 15:30:08 main:574] : INFO : Epoch 2035 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 3202.69 ms [2021-12-17 15:30:12 main:574] : INFO : Epoch 2036 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 3163.41 ms [2021-12-17 15:30:15 main:574] : INFO : Epoch 2037 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 3244.16 ms [2021-12-17 15:30:18 main:574] : INFO : Epoch 2038 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 3048.05 ms [2021-12-17 15:30:21 main:574] : INFO : Epoch 2039 | loss: 0.0312478 | val_loss: 0.031252 | Time: 3235.34 ms [2021-12-17 15:30:24 main:574] : INFO : Epoch 2040 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 2950.48 ms [2021-12-17 15:30:27 main:574] : INFO : Epoch 2041 | loss: 0.0312486 | val_loss: 0.031248 | Time: 3243.6 ms [2021-12-17 15:30:30 main:574] : INFO : Epoch 2042 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 3099.49 ms [2021-12-17 15:30:34 main:574] : INFO : Epoch 2043 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 3057.43 ms [2021-12-17 15:30:37 main:574] : INFO : Epoch 2044 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 2992.07 ms [2021-12-17 15:30:39 main:574] : INFO : Epoch 2045 | loss: 0.0312473 | val_loss: 0.031248 | Time: 2953.47 ms [2021-12-17 15:30:43 main:574] : INFO : Epoch 2046 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 3186.33 ms [2021-12-17 15:30:46 main:574] : INFO : Epoch 2047 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 3183.99 ms [2021-12-17 15:30:49 main:574] : INFO : Epoch 2048 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 2942.89 ms [2021-12-17 15:30:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312479 [2021-12-17 15:30:49 main:603] : INFO : Saving end state to config to file [2021-12-17 15:30:49 main:608] : INFO : Success, exiting.. 15:30:49 (20336): 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)