Task 12856921
| Name | ParityModified-1645991782-12950-1-0_0 |
| Workunit | 9997302 |
| Created | 10 Mar 2022, 3:42:21 UTC |
| Sent | 10 Mar 2022, 14:06:32 UTC |
| Report deadline | 18 Mar 2022, 14:06:32 UTC |
| Received | 11 Mar 2022, 9:33:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16991 |
| Run time | 8 hours 38 min 19 sec |
| CPU time | 5 hours 44 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,305.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2-03-10 23:24:05 main:574] : INFO : Epoch 1553 | loss: 2.49066e-05 | val_loss: 2.10271e-05 | Time: 14957 ms [2022-03-10 23:24:20 main:574] : INFO : Epoch 1554 | loss: 2.37865e-05 | val_loss: 2.07585e-05 | Time: 14715.9 ms [2022-03-10 23:24:36 main:574] : INFO : Epoch 1555 | loss: 2.33368e-05 | val_loss: 2.00771e-05 | Time: 16248 ms [2022-03-10 23:24:52 main:574] : INFO : Epoch 1556 | loss: 2.29349e-05 | val_loss: 2.05723e-05 | Time: 16173.8 ms [2022-03-10 23:25:07 main:574] : INFO : Epoch 1557 | loss: 2.3174e-05 | val_loss: 2.02014e-05 | Time: 15099.7 ms [2022-03-10 23:25:22 main:574] : INFO : Epoch 1558 | loss: 2.32851e-05 | val_loss: 2.12419e-05 | Time: 14500.1 ms [2022-03-10 23:25:36 main:574] : INFO : Epoch 1559 | loss: 2.34014e-05 | val_loss: 2.04337e-05 | Time: 14575.7 ms [2022-03-10 23:25:51 main:574] : INFO : Epoch 1560 | loss: 2.36258e-05 | val_loss: 2.10738e-05 | Time: 14355.6 ms [2022-03-10 23:26:05 main:574] : INFO : Epoch 1561 | loss: 2.38324e-05 | val_loss: 2.25492e-05 | Time: 14300.2 ms [2022-03-10 23:26:20 main:574] : INFO : Epoch 1562 | loss: 2.97436e-05 | val_loss: 2.07361e-05 | Time: 15124.7 ms [2022-03-10 23:26:35 main:574] : INFO : Epoch 1563 | loss: 2.3895e-05 | val_loss: 2.0161e-05 | Time: 14389.9 ms [2022-03-10 23:26:49 main:574] : INFO : Epoch 1564 | loss: 2.29984e-05 | val_loss: 1.97798e-05 | Time: 14601 ms [2022-03-10 23:27:04 main:574] : INFO : Epoch 1565 | loss: 2.29002e-05 | val_loss: 2.00026e-05 | Time: 14701.6 ms [2022-03-10 23:27:19 main:574] : INFO : Epoch 1566 | loss: 2.29396e-05 | val_loss: 2.15078e-05 | Time: 15399.6 ms [2022-03-10 23:27:35 main:574] : INFO : Epoch 1567 | loss: 2.75083e-05 | val_loss: 1.99471e-05 | Time: 15309.5 ms [2022-03-10 23:27:49 main:574] : INFO : Epoch 1568 | loss: 2.35251e-05 | val_loss: 2.11624e-05 | Time: 14787.2 ms [2022-03-10 23:28:04 main:574] : INFO : Epoch 1569 | loss: 2.39185e-05 | val_loss: 2.19509e-05 | Time: 14614.5 ms [2022-03-10 23:28:19 main:574] : INFO : Epoch 1570 | loss: 2.34009e-05 | val_loss: 1.9498e-05 | Time: 14652.6 ms [2022-03-10 23:28:34 main:574] : INFO : Epoch 1571 | loss: 2.2463e-05 | val_loss: 1.94711e-05 | Time: 15109.6 ms [2022-03-10 23:28:50 main:574] : INFO : Epoch 1572 | loss: 2.84042e-05 | val_loss: 6.54173e-05 | Time: 15783.2 ms [2022-03-10 23:29:06 main:574] : INFO : Epoch 1573 | loss: 4.32131e-05 | val_loss: 1.99256e-05 | Time: 16456 ms [2022-03-10 23:29:21 main:574] : INFO : Epoch 1574 | loss: 2.47257e-05 | val_loss: 2.04505e-05 | Time: 14892.5 ms [2022-03-10 23:29:37 main:574] : INFO : Epoch 1575 | loss: 2.2897e-05 | val_loss: 1.95502e-05 | Time: 15403.3 ms [2022-03-10 23:29:51 main:574] : INFO : Epoch 1576 | loss: 2.25007e-05 | val_loss: 1.94775e-05 | Time: 14865.3 ms [2022-03-10 23:30:06 main:574] : INFO : Epoch 1577 | loss: 2.23018e-05 | val_loss: 1.93766e-05 | Time: 14760.1 ms [2022-03-10 23:30:21 main:574] : INFO : Epoch 1578 | loss: 2.23285e-05 | val_loss: 1.97956e-05 | Time: 15148.8 ms [2022-03-10 23:30:36 main:574] : INFO : Epoch 1579 | loss: 2.24505e-05 | val_loss: 1.92365e-05 | Time: 14994.7 ms [2022-03-10 23:30:51 main:574] : INFO : Epoch 1580 | loss: 2.24625e-05 | val_loss: 1.95491e-05 | Time: 14666.5 ms [2022-03-10 23:31:06 main:574] : INFO : Epoch 1581 | loss: 2.34516e-05 | val_loss: 1.92788e-05 | Time: 14616.7 ms [2022-03-10 23:31:20 main:574] : INFO : Epoch 1582 | loss: 2.23438e-05 | val_loss: 1.93267e-05 | Time: 14360.4 ms [2022-03-10 23:31:35 main:574] : INFO : Epoch 1583 | loss: 2.25258e-05 | val_loss: 1.97522e-05 | Time: 14446.5 ms [2022-03-10 23:31:49 main:574] : INFO : Epoch 1584 | loss: 2.23873e-05 | val_loss: 1.91265e-05 | Time: 14456.3 ms [2022-03-10 23:32:04 main:574] : INFO : Epoch 1585 | loss: 2.29041e-05 | val_loss: 2.10998e-05 | Time: 15188.8 ms [2022-03-10 23:32:19 main:574] : INFO : Epoch 1586 | loss: 2.69391e-05 | val_loss: 2.95247e-05 | Time: 14977.5 ms [2022-03-10 23:32:34 main:574] : INFO : Epoch 1587 | loss: 2.52163e-05 | val_loss: 1.95943e-05 | Time: 14834.4 ms [2022-03-10 23:32:50 main:574] : INFO : Epoch 1588 | loss: 2.23737e-05 | val_loss: 1.94259e-05 | Time: 15464 ms [2022-03-10 23:33:05 main:574] : INFO : Epoch 1589 | loss: 2.19186e-05 | val_loss: 1.88838e-05 | Time: 14961 ms [2022-03-10 23:33:19 main:574] : INFO : Epoch 1590 | loss: 2.18806e-05 | val_loss: 1.93213e-05 | Time: 14770.2 ms [2022-03-10 23:33:34 main:574] : INFO : Epoch 1591 | loss: 3.69801e-05 | val_loss: 4.44219e-05 | Time: 14476.8 ms [2022-03-10 23:33:48 main:574] : INFO : Epoch 1592 | loss: 2.9573e-05 | val_loss: 2.30757e-05 | Time: 14491.3 ms [2022-03-10 23:34:03 main:574] : INFO : Epoch 1593 | loss: 2.31584e-05 | val_loss: 1.88288e-05 | Time: 15018 ms [2022-03-10 23:34:18 main:574] : INFO : Epoch 1594 | loss: 2.19228e-05 | val_loss: 1.9085e-05 | Time: 14744.2 ms [2022-03-10 23:34:33 main:574] : INFO : Epoch 1595 | loss: 2.16646e-05 | val_loss: 1.86364e-05 | Time: 15057.7 ms [2022-03-10 23:34:48 main:574] : INFO : Epoch 1596 | loss: 2.16196e-05 | val_loss: 1.90365e-05 | Time: 14803.9 ms [2022-03-10 23:35:04 main:574] : INFO : Epoch 1597 | loss: 2.18994e-05 | val_loss: 1.86367e-05 | Time: 15560.6 ms [2022-03-10 23:35:18 main:574] : INFO : Epoch 1598 | loss: 2.1652e-05 | val_loss: 1.86543e-05 | Time: 14628.3 ms [2022-03-10 23:35:33 main:574] : INFO : Epoch 1599 | loss: 2.14581e-05 | val_loss: 1.86226e-05 | Time: 14337 ms [2022-03-10 23:35:47 main:574] : INFO : Epoch 1600 | loss: 2.35902e-05 | val_loss: 2.42916e-05 | Time: 14453.3 ms [2022-03-10 23:36:02 main:574] : INFO : Epoch 1601 | loss: 2.43283e-05 | val_loss: 2.04317e-05 | Time: 14541.4 ms [2022-03-10 23:36:16 main:574] : INFO : Epoch 1602 | loss: 2.2752e-05 | val_loss: 1.85925e-05 | Time: 14629.5 ms [2022-03-10 23:36:33 main:574] : INFO : Epoch 1603 | loss: 2.17188e-05 | val_loss: 1.90742e-05 | Time: 17011.7 ms [2022-03-10 23:36:49 main:574] : INFO : Epoch 1604 | loss: 2.16507e-05 | val_loss: 1.85564e-05 | Time: 15254.5 ms [2022-03-10 23:37:04 main:574] : INFO : Epoch 1605 | loss: 4.27784e-05 | val_loss: 5.59387e-05 | Time: 14704.8 ms [2022-03-10 23:37:18 main:574] : INFO : Epoch 1606 | loss: 3.19964e-05 | val_loss: 2.00354e-05 | Time: 14502.9 ms [2022-03-10 23:37:33 main:574] : INFO : Epoch 1607 | loss: 2.31924e-05 | val_loss: 1.98252e-05 | Time: 14925.1 ms [2022-03-10 23:37:48 main:574] : INFO : Epoch 1608 | loss: 2.17107e-05 | val_loss: 1.86252e-05 | Time: 15033.3 ms [2022-03-10 23:38:03 main:574] : INFO : Epoch 1609 | loss: 2.13187e-05 | val_loss: 1.87265e-05 | Time: 14839.9 ms [2022-03-10 23:38:18 main:574] : INFO : Epoch 1610 | loss: 2.12632e-05 | val_loss: 1.81541e-05 | Time: 15234.9 ms [2022-03-10 23:38:33 main:574] : INFO : Epoch 1611 | loss: 2.15027e-05 | val_loss: 2.11607e-05 | Time: 15302.9 ms [2022-03-10 23:38:49 main:574] : INFO : Epoch 1612 | loss: 2.33986e-05 | val_loss: 1.88034e-05 | Time: 15062.7 ms [2022-03-10 23:39:03 main:574] : INFO : Epoch 1613 | loss: 2.12635e-05 | val_loss: 1.84297e-05 | Time: 14708.2 ms [2022-03-10 23:39:18 main:574] : INFO : Epoch 1614 | loss: 2.09772e-05 | val_loss: 1.8306e-05 | Time: 14491.6 ms [2022-03-10 23:39:32 main:574] : INFO : Epoch 1615 | loss: 2.08896e-05 | val_loss: 1.82146e-05 | Time: 14541.9 ms [2022-03-10 23:39:47 main:574] : INFO : Epoch 1616 | loss: 2.07167e-05 | val_loss: 1.83052e-05 | Time: 15080.7 ms [2022-03-10 23:40:03 main:574] : INFO : Epoch 1617 | loss: 2.09285e-05 | val_loss: 1.95608e-05 | Time: 15838 ms [2022-03-10 23:40:19 main:574] : INFO : Epoch 1618 | loss: 2.46896e-05 | val_loss: 2.90121e-05 | Time: 15383.6 ms [2022-03-10 23:40:34 main:574] : INFO : Epoch 1619 | loss: 2.41417e-05 | val_loss: 1.81397e-05 | Time: 15331.7 ms [2022-03-10 23:40:49 main:574] : INFO : Epoch 1620 | loss: 2.11156e-05 | val_loss: 1.82389e-05 | Time: 14396.8 ms [2022-03-10 23:41:03 main:574] : INFO : Epoch 1621 | loss: 2.04693e-05 | val_loss: 1.79085e-05 | Time: 14453.5 ms [2022-03-10 23:41:18 main:574] : INFO : Epoch 1622 | loss: 2.0803e-05 | val_loss: 2.05078e-05 | Time: 15183.7 ms [2022-03-10 23:41:33 main:574] : INFO : Epoch 1623 | loss: 3.04326e-05 | val_loss: 3.32134e-05 | Time: 14825 ms [2022-03-10 23:41:49 main:574] : INFO : Epoch 1624 | loss: 2.72184e-05 | val_loss: 2.07712e-05 | Time: 15687.2 ms [2022-03-10 23:42:04 main:574] : INFO : Epoch 1625 | loss: 2.1855e-05 | val_loss: 1.81603e-05 | Time: 14849.3 ms [2022-03-10 23:42:19 main:574] : INFO : Epoch 1626 | loss: 2.18174e-05 | val_loss: 2.02733e-05 | Time: 15108.9 ms [2022-03-10 23:42:33 main:574] : INFO : Epoch 1627 | loss: 2.09782e-05 | val_loss: 1.90893e-05 | Time: 14500.1 ms [2022-03-10 23:42:48 main:574] : INFO : Epoch 1628 | loss: 2.20926e-05 | val_loss: 1.84692e-05 | Time: 14572.6 ms [2022-03-10 23:43:03 main:574] : INFO : Epoch 1629 | loss: 2.07093e-05 | val_loss: 1.76663e-05 | Time: 14691.5 ms [2022-03-10 23:43:19 main:574] : INFO : Epoch 1630 | loss: 2.16247e-05 | val_loss: 2.71642e-05 | Time: 16902.7 ms [2022-03-10 23:43:43 main:574] : INFO : Epoch 1631 | loss: 3.46856e-05 | val_loss: 1.86657e-05 | Time: 22917.8 ms [2022-03-10 23:44:10 main:574] : INFO : Epoch 1632 | loss: 2.19599e-05 | val_loss: 1.87064e-05 | Time: 26921.3 ms [2022-03-10 23:44:30 main:574] : INFO : Epoch 1633 | loss: 2.04299e-05 | val_loss: 1.76779e-05 | Time: 20605.8 ms [2022-03-10 23:44:47 main:574] : INFO : Epoch 1634 | loss: 2.00981e-05 | val_loss: 1.77286e-05 | Time: 17109.2 ms [2022-03-10 23:45:06 main:574] : INFO : Epoch 1635 | loss: 2.01302e-05 | val_loss: 1.77161e-05 | Time: 18855.1 ms [2022-03-10 23:45:25 main:574] : INFO : Epoch 1636 | loss: 2.00383e-05 | val_loss: 1.77984e-05 | Time: 19142.5 ms [2022-03-10 23:45:55 main:574] : INFO : Epoch 1637 | loss: 2.0395e-05 | val_loss: 1.7979e-05 | Time: 29209.8 ms [2022-03-10 23:46:16 main:574] : INFO : Epoch 1638 | loss: 1.99772e-05 | val_loss: 1.74925e-05 | Time: 21258.5 ms [2022-03-10 23:46:34 main:574] : INFO : Epoch 1639 | loss: 2.01121e-05 | val_loss: 1.78478e-05 | Time: 17953.5 ms [2022-03-10 23:46:55 main:574] : INFO : Epoch 1640 | loss: 2.29282e-05 | val_loss: 3.60741e-05 | Time: 20822.4 ms [2022-03-10 23:47:10 main:574] : INFO : Epoch 1641 | loss: 3.58499e-05 | val_loss: 2.0644e-05 | Time: 15613.3 ms [2022-03-10 23:47:25 main:574] : INFO : Epoch 1642 | loss: 2.18968e-05 | val_loss: 1.76014e-05 | Time: 14656.6 ms [2022-03-10 23:47:40 main:574] : INFO : Epoch 1643 | loss: 2.04058e-05 | val_loss: 1.80716e-05 | Time: 14916 ms [2022-03-10 23:47:56 main:574] : INFO : Epoch 1644 | loss: 1.98004e-05 | val_loss: 1.74855e-05 | Time: 15621.8 ms [2022-03-10 23:48:11 main:574] : INFO : Epoch 1645 | loss: 1.99533e-05 | val_loss: 1.77283e-05 | Time: 15030.9 ms [2022-03-10 23:48:26 main:574] : INFO : Epoch 1646 | loss: 2.01212e-05 | val_loss: 1.90294e-05 | Time: 15406.9 ms [2022-03-10 23:48:41 main:574] : INFO : Epoch 1647 | loss: 2.25461e-05 | val_loss: 1.82657e-05 | Time: 15195.4 ms [2022-03-10 23:48:56 main:574] : INFO : Epoch 1648 | loss: 2.02223e-05 | val_loss: 1.73853e-05 | Time: 14708 ms [2022-03-10 23:49:11 main:574] : INFO : Epoch 1649 | loss: 2.11824e-05 | val_loss: 2.11064e-05 | Time: 15201.8 ms [2022-03-10 23:49:27 main:574] : INFO : Epoch 1650 | loss: 2.09956e-05 | val_loss: 1.7682e-05 | Time: 15613.1 ms [2022-03-10 23:49:44 main:574] : INFO : Epoch 1651 | loss: 2.01553e-05 | val_loss: 1.72547e-05 | Time: 16455 ms [2022-03-10 23:49:59 main:574] : INFO : Epoch 1652 | loss: 2.02099e-05 | val_loss: 1.71473e-05 | Time: 15283 ms [2022-03-10 23:50:15 main:574] : INFO : Epoch 1653 | loss: 2.04831e-05 | val_loss: 2.1796e-05 | Time: 15645.2 ms [2022-03-10 23:50:30 main:574] : INFO : Epoch 1654 | loss: 3.48084e-05 | val_loss: 2.92162e-05 | Time: 15668.3 ms [2022-03-10 23:50:46 main:574] : INFO : Epoch 1655 | loss: 2.42769e-05 | val_loss: 1.92463e-05 | Time: 15457.3 ms [2022-03-10 23:51:00 main:574] : INFO : Epoch 1656 | loss: 2.01848e-05 | val_loss: 1.71681e-05 | Time: 14589 ms [2022-03-10 23:51:15 main:574] : INFO : Epoch 1657 | loss: 1.97303e-05 | val_loss: 1.74857e-05 | Time: 14640.7 ms [2022-03-10 23:51:30 main:574] : INFO : Epoch 1658 | loss: 1.97062e-05 | val_loss: 1.7468e-05 | Time: 15119.2 ms [2022-03-10 23:51:46 main:574] : INFO : Epoch 1659 | loss: 1.98953e-05 | val_loss: 1.71794e-05 | Time: 16089.6 ms [2022-03-10 23:52:01 main:574] : INFO : Epoch 1660 | loss: 2.03652e-05 | val_loss: 1.74635e-05 | Time: 15203.9 ms [2022-03-10 23:52:16 main:574] : INFO : Epoch 1661 | loss: 1.94624e-05 | val_loss: 1.72827e-05 | Time: 14939.4 ms [2022-03-10 23:52:31 main:574] : INFO : Epoch 1662 | loss: 2.44136e-05 | val_loss: 3.4412e-05 | Time: 14558.7 ms [2022-03-10 23:52:46 main:574] : INFO : Epoch 1663 | loss: 2.56564e-05 | val_loss: 1.82128e-05 | Time: 14608.7 ms [2022-03-10 23:53:02 main:574] : INFO : Epoch 1664 | loss: 2.02519e-05 | val_loss: 1.70065e-05 | Time: 16623.6 ms [2022-03-10 23:53:18 main:574] : INFO : Epoch 1665 | loss: 1.94701e-05 | val_loss: 1.6758e-05 | Time: 15634.2 ms [2022-03-10 23:53:33 main:574] : INFO : Epoch 1666 | loss: 1.93423e-05 | val_loss: 1.67825e-05 | Time: 15145.4 ms [2022-03-10 23:53:48 main:574] : INFO : Epoch 1667 | loss: 1.99595e-05 | val_loss: 2.3221e-05 | Time: 14929.6 ms [2022-03-10 23:54:03 main:574] : INFO : Epoch 1668 | loss: 3.26967e-05 | val_loss: 2.48119e-05 | Time: 14937 ms [2022-03-10 23:54:18 main:574] : INFO : Epoch 1669 | loss: 2.16403e-05 | val_loss: 1.74166e-05 | Time: 15143.2 ms [2022-03-10 23:54:34 main:574] : INFO : Epoch 1670 | loss: 1.96735e-05 | val_loss: 1.68719e-05 | Time: 16116.1 ms [2022-03-10 23:54:50 main:574] : INFO : Epoch 1671 | loss: 1.97144e-05 | val_loss: 1.7517e-05 | Time: 15264 ms [2022-03-10 23:55:04 main:574] : INFO : Epoch 1672 | loss: 1.99314e-05 | val_loss: 1.68195e-05 | Time: 14563.8 ms [2022-03-10 23:55:19 main:574] : INFO : Epoch 1673 | loss: 1.9448e-05 | val_loss: 1.73499e-05 | Time: 15072.9 ms [2022-03-10 23:55:34 main:574] : INFO : Epoch 1674 | loss: 1.94128e-05 | val_loss: 1.69074e-05 | Time: 15214 ms [2022-03-10 23:55:51 main:574] : INFO : Epoch 1675 | loss: 1.96712e-05 | val_loss: 1.81467e-05 | Time: 16160.3 ms [2022-03-10 23:56:06 main:574] : INFO : Epoch 1676 | loss: 3.02385e-05 | val_loss: 1.90887e-05 | Time: 15129.4 ms [2022-03-10 23:56:20 main:574] : INFO : Epoch 1677 | loss: 2.19979e-05 | val_loss: 1.7885e-05 | Time: 14656.2 ms [2022-03-10 23:56:36 main:574] : INFO : Epoch 1678 | loss: 1.95931e-05 | val_loss: 1.74167e-05 | Time: 15911.6 ms [2022-03-10 23:56:52 main:574] : INFO : Epoch 1679 | loss: 1.94416e-05 | val_loss: 1.67094e-05 | Time: 15455.4 ms [2022-03-10 23:57:07 main:574] : INFO : Epoch 1680 | loss: 1.91297e-05 | val_loss: 1.65465e-05 | Time: 15639.1 ms [2022-03-10 23:57:22 main:574] : INFO : Epoch 1681 | loss: 1.92876e-05 | val_loss: 1.83729e-05 | Time: 14821.1 ms [2022-03-10 23:57:37 main:574] : INFO : Epoch 1682 | loss: 2.66389e-05 | val_loss: 2.117e-05 | Time: 14572.6 ms [2022-03-10 23:57:52 main:574] : INFO : Epoch 1683 | loss: 2.25618e-05 | val_loss: 2.45327e-05 | Time: 15465.2 ms [2022-03-10 23:58:08 main:574] : INFO : Epoch 1684 | loss: 2.2409e-05 | val_loss: 1.7505e-05 | Time: 15401.1 ms [2022-03-10 23:58:23 main:574] : INFO : Epoch 1685 | loss: 1.97168e-05 | val_loss: 1.68249e-05 | Time: 15643.5 ms [2022-03-10 23:58:39 main:574] : INFO : Epoch 1686 | loss: 1.90319e-05 | val_loss: 1.69811e-05 | Time: 15173.8 ms [2022-03-10 23:58:53 main:574] : INFO : Epoch 1687 | loss: 2.3367e-05 | val_loss: 3.41208e-05 | Time: 14739.3 ms [2022-03-10 23:59:09 main:574] : INFO : Epoch 1688 | loss: 2.46649e-05 | val_loss: 1.76845e-05 | Time: 15904.6 ms [2022-03-10 23:59:26 main:574] : INFO : Epoch 1689 | loss: 2.06918e-05 | val_loss: 1.76532e-05 | Time: 16732.1 ms [2022-03-10 23:59:41 main:574] : INFO : Epoch 1690 | loss: 2.09834e-05 | val_loss: 1.7442e-05 | Time: 14725.4 ms [2022-03-10 23:59:56 main:574] : INFO : Epoch 1691 | loss: 2.21776e-05 | val_loss: 2.0208e-05 | Time: 14740.3 ms [2022-03-11 00:00:13 main:574] : INFO : Epoch 1692 | loss: 2.17336e-05 | val_loss: 1.84066e-05 | Time: 17920.1 ms [2022-03-11 00:00:32 main:574] : INFO : Epoch 1693 | loss: 2.08744e-05 | val_loss: 1.77603e-05 | Time: 18712.4 ms [2022-03-11 00:00:50 main:574] : INFO : Epoch 1694 | loss: 2.40296e-05 | val_loss: 2.79932e-05 | Time: 17742.9 ms [2022-03-11 00:01:08 main:574] : INFO : Epoch 1695 | loss: 2.54558e-05 | val_loss: 1.86691e-05 | Time: 18347.4 ms [2022-03-11 00:01:26 main:574] : INFO : Epoch 1696 | loss: 2.06804e-05 | val_loss: 1.74533e-05 | Time: 17731.3 ms [2022-03-11 00:01:44 main:574] : INFO : Epoch 1697 | loss: 1.91702e-05 | val_loss: 1.68592e-05 | Time: 17797.2 ms [2022-03-11 00:02:03 main:574] : INFO : Epoch 1698 | loss: 1.89468e-05 | val_loss: 1.6523e-05 | Time: 19554.1 ms [2022-03-11 00:02:20 main:574] : INFO : Epoch 1699 | loss: 1.99803e-05 | val_loss: 2.21068e-05 | Time: 16154.3 ms [2022-03-11 00:02:35 main:574] : INFO : Epoch 1700 | loss: 2.59072e-05 | val_loss: 2.15097e-05 | Time: 15252.3 ms [2022-03-11 00:02:51 main:574] : INFO : Epoch 1701 | loss: 2.07508e-05 | val_loss: 1.66708e-05 | Time: 15782.5 ms [2022-03-11 00:03:06 main:574] : INFO : Epoch 1702 | loss: 1.94679e-05 | val_loss: 1.70381e-05 | Time: 15033.2 ms [2022-03-11 00:03:21 main:574] : INFO : Epoch 1703 | loss: 2.03872e-05 | val_loss: 1.98132e-05 | Time: 14726.4 ms [2022-03-11 00:03:35 main:574] : INFO : Epoch 1704 | loss: 1.94088e-05 | val_loss: 1.65015e-05 | Time: 14600 ms [2022-03-11 00:03:50 main:574] : INFO : Epoch 1705 | loss: 1.96741e-05 | val_loss: 1.83468e-05 | Time: 15269.1 ms [2022-03-11 00:04:06 main:574] : INFO : Epoch 1706 | loss: 2.40234e-05 | val_loss: 1.65791e-05 | Time: 16054.8 ms [2022-03-11 00:04:22 main:574] : INFO : Epoch 1707 | loss: 1.97463e-05 | val_loss: 1.67695e-05 | Time: 15881.3 ms [2022-03-11 00:04:37 main:574] : INFO : Epoch 1708 | loss: 1.90503e-05 | val_loss: 1.72271e-05 | Time: 14771 ms [2022-03-11 00:04:52 main:574] : INFO : Epoch 1709 | loss: 2.10207e-05 | val_loss: 2.03838e-05 | Time: 14806.3 ms [2022-03-11 00:05:07 main:574] : INFO : Epoch 1710 | loss: 2.04702e-05 | val_loss: 1.6441e-05 | Time: 14922 ms [2022-03-11 00:05:23 main:574] : INFO : Epoch 1711 | loss: 1.872e-05 | val_loss: 1.66577e-05 | Time: 15613.9 ms [2022-03-11 00:05:39 main:574] : INFO : Epoch 1712 | loss: 2.03293e-05 | val_loss: 2.10379e-05 | Time: 16224 ms [2022-03-11 00:05:54 main:574] : INFO : Epoch 1713 | loss: 3.12026e-05 | val_loss: 2.29031e-05 | Time: 14928.5 ms [2022-03-11 00:06:09 main:574] : INFO : Epoch 1714 | loss: 2.11933e-05 | val_loss: 1.81227e-05 | Time: 15031.9 ms [2022-03-11 00:06:26 main:574] : INFO : Epoch 1715 | loss: 2.22714e-05 | val_loss: 1.80007e-05 | Time: 16965.1 ms [2022-03-11 00:06:41 main:574] : INFO : Epoch 1716 | loss: 1.96782e-05 | val_loss: 1.69354e-05 | Time: 15287.7 ms [2022-03-11 00:06:56 main:574] : INFO : Epoch 1717 | loss: 1.91075e-05 | val_loss: 1.7116e-05 | Time: 14781.2 ms [2022-03-11 00:07:10 main:574] : INFO : Epoch 1718 | loss: 1.90914e-05 | val_loss: 1.73291e-05 | Time: 14445.9 ms [2022-03-11 00:07:26 main:574] : INFO : Epoch 1719 | loss: 1.87186e-05 | val_loss: 1.62568e-05 | Time: 15604.1 ms [2022-03-11 00:07:42 main:574] : INFO : Epoch 1720 | loss: 1.85981e-05 | val_loss: 1.6055e-05 | Time: 15915 ms [2022-03-11 00:07:57 main:574] : INFO : Epoch 1721 | loss: 2.09282e-05 | val_loss: 2.72763e-05 | Time: 15331.3 ms [2022-03-11 00:08:12 main:574] : INFO : Epoch 1722 | loss: 2.39645e-05 | val_loss: 1.75817e-05 | Time: 14949.9 ms [2022-03-11 00:08:27 main:574] : INFO : Epoch 1723 | loss: 1.93783e-05 | val_loss: 1.72298e-05 | Time: 14730.4 ms [2022-03-11 00:08:42 main:574] : INFO : Epoch 1724 | loss: 1.91003e-05 | val_loss: 1.63939e-05 | Time: 15517.6 ms [2022-03-11 00:08:58 main:574] : INFO : Epoch 1725 | loss: 1.91385e-05 | val_loss: 1.81984e-05 | Time: 15788.8 ms [2022-03-11 00:09:14 main:574] : INFO : Epoch 1726 | loss: 2.03218e-05 | val_loss: 1.67993e-05 | Time: 15509.9 ms [2022-03-11 00:09:29 main:574] : INFO : Epoch 1727 | loss: 1.935e-05 | val_loss: 1.6323e-05 | Time: 14724.7 ms [2022-03-11 00:09:43 main:574] : INFO : Epoch 1728 | loss: 2.02397e-05 | val_loss: 2.10828e-05 | Time: 14487.2 ms [2022-03-11 00:09:58 main:574] : INFO : Epoch 1729 | loss: 2.30005e-05 | val_loss: 1.78815e-05 | Time: 14483.9 ms [2022-03-11 00:10:12 main:574] : INFO : Epoch 1730 | loss: 1.94094e-05 | val_loss: 1.83491e-05 | Time: 14933.8 ms [2022-03-11 00:10:27 main:574] : INFO : Epoch 1731 | loss: 2.00889e-05 | val_loss: 1.77674e-05 | Time: 14880.7 ms [2022-03-11 00:10:43 main:574] : INFO : Epoch 1732 | loss: 2.00023e-05 | val_loss: 1.72173e-05 | Time: 15332.7 ms [2022-03-11 00:10:58 main:574] : INFO : Epoch 1733 | loss: 1.90319e-05 | val_loss: 1.72329e-05 | Time: 15680.5 ms [2022-03-11 00:11:13 main:574] : INFO : Epoch 1734 | loss: 1.98938e-05 | val_loss: 2.3001e-05 | Time: 14981.5 ms [2022-03-11 00:11:28 main:574] : INFO : Epoch 1735 | loss: 2.48017e-05 | val_loss: 1.95037e-05 | Time: 14651.2 ms [2022-03-11 00:11:43 main:574] : INFO : Epoch 1736 | loss: 1.95486e-05 | val_loss: 1.67231e-05 | Time: 14617.3 ms [2022-03-11 00:11:57 main:574] : INFO : Epoch 1737 | loss: 1.867e-05 | val_loss: 1.69428e-05 | Time: 14269.7 ms [2022-03-11 00:12:12 main:574] : INFO : Epoch 1738 | loss: 1.85252e-05 | val_loss: 1.61989e-05 | Time: 15323.2 ms [2022-03-11 00:12:27 main:574] : INFO : Epoch 1739 | loss: 2.42107e-05 | val_loss: 2.35783e-05 | Time: 14973.2 ms [2022-03-11 00:12:43 main:574] : INFO : Epoch 1740 | loss: 2.31319e-05 | val_loss: 3.18268e-05 | Time: 15234.3 ms [2022-03-11 00:12:58 main:574] : INFO : Epoch 1741 | loss: 0.0136988 | val_loss: 0.0326483 | Time: 15426.2 ms [2022-03-11 00:13:14 main:574] : INFO : Epoch 1742 | loss: 0.0363577 | val_loss: 0.0313659 | Time: 15630.2 ms [2022-03-11 00:13:32 main:574] : INFO : Epoch 1743 | loss: 0.0316286 | val_loss: 0.0314439 | Time: 18016.6 ms [2022-03-11 00:13:47 main:574] : INFO : Epoch 1744 | loss: 0.0313223 | val_loss: 0.0312767 | Time: 15542.1 ms [2022-03-11 00:14:03 main:574] : INFO : Epoch 1745 | loss: 0.0312602 | val_loss: 0.03125 | Time: 15808.2 ms [2022-03-11 00:14:18 main:574] : INFO : Epoch 1746 | loss: 0.0312527 | val_loss: 0.0312511 | Time: 15238.8 ms [2022-03-11 00:14:38 main:574] : INFO : Epoch 1747 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 19536.4 ms [2022-03-11 00:14:57 main:574] : INFO : Epoch 1748 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 18834 ms [2022-03-11 00:15:13 main:574] : INFO : Epoch 1749 | loss: 0.0312511 | val_loss: 0.0312499 | Time: 15731.2 ms [2022-03-11 00:15:29 main:574] : INFO : Epoch 1750 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 16428.8 ms [2022-03-11 00:15:51 main:574] : INFO : Epoch 1751 | loss: 0.031251 | val_loss: 0.0312498 | Time: 22288.4 ms [2022-03-11 00:16:50 main:574] : INFO : Epoch 1752 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 58941.5 ms [2022-03-11 00:17:41 main:574] : INFO : Epoch 1753 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 49263 ms [2022-03-11 00:18:00 main:574] : INFO : Epoch 1754 | loss: 0.0312506 | val_loss: 0.031252 | Time: 18619.3 ms [2022-03-11 00:18:14 main:574] : INFO : Epoch 1755 | loss: 0.0312522 | val_loss: 0.0312497 | Time: 14635.2 ms [2022-03-11 00:18:29 main:574] : INFO : Epoch 1756 | loss: 0.0312541 | val_loss: 0.0312499 | Time: 14550.2 ms [2022-03-11 00:18:43 main:574] : INFO : Epoch 1757 | loss: 0.0312509 | val_loss: 0.0312491 | Time: 14487.2 ms [2022-03-11 00:18:58 main:574] : INFO : Epoch 1758 | loss: 0.0312497 | val_loss: 0.0312483 | Time: 14907.9 ms [2022-03-11 00:19:16 main:574] : INFO : Epoch 1759 | loss: 0.031248 | val_loss: 0.0312476 | Time: 17651 ms [2022-03-11 00:19:30 main:574] : INFO : Epoch 1760 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 14582.9 ms [2022-03-11 00:19:45 main:574] : INFO : Epoch 1761 | loss: 0.0312437 | val_loss: 0.031244 | Time: 14590.3 ms [2022-03-11 00:20:00 main:574] : INFO : Epoch 1762 | loss: 0.0312422 | val_loss: 0.031242 | Time: 14730.4 ms [2022-03-11 00:20:15 main:574] : INFO : Epoch 1763 | loss: 0.0312427 | val_loss: 0.0312421 | Time: 15077.1 ms [2022-03-11 00:20:30 main:574] : INFO : Epoch 1764 | loss: 0.0312379 | val_loss: 0.0312337 | Time: 15406.2 ms [2022-03-11 00:20:46 main:574] : INFO : Epoch 1765 | loss: 0.0312318 | val_loss: 0.0312299 | Time: 15756.6 ms [2022-03-11 00:21:01 main:574] : INFO : Epoch 1766 | loss: 0.0312307 | val_loss: 0.0312307 | Time: 14898.2 ms [2022-03-11 00:21:16 main:574] : INFO : Epoch 1767 | loss: 0.0312286 | val_loss: 0.0312271 | Time: 14799.6 ms [2022-03-11 00:21:32 main:574] : INFO : Epoch 1768 | loss: 0.0312287 | val_loss: 0.0312251 | Time: 16331 ms [2022-03-11 00:21:49 main:574] : INFO : Epoch 1769 | loss: 0.0312293 | val_loss: 0.031225 | Time: 16767.1 ms [2022-03-11 00:22:04 main:574] : INFO : Epoch 1770 | loss: 0.0312297 | val_loss: 0.0312235 | Time: 14691.4 ms [2022-03-11 00:22:18 main:574] : INFO : Epoch 1771 | loss: 0.0312212 | val_loss: 0.0312195 | Time: 14683.7 ms [2022-03-11 00:22:33 main:574] : INFO : Epoch 1772 | loss: 0.0312198 | val_loss: 0.0312174 | Time: 14520.5 ms [2022-03-11 00:22:49 main:574] : INFO : Epoch 1773 | loss: 0.0312168 | val_loss: 0.0312152 | Time: 15554.8 ms [2022-03-11 00:23:04 main:574] : INFO : Epoch 1774 | loss: 0.031214 | val_loss: 0.0312174 | Time: 15419.8 ms [2022-03-11 00:23:19 main:574] : INFO : Epoch 1775 | loss: 0.0312148 | val_loss: 0.031216 | Time: 14778.4 ms [2022-03-11 00:23:34 main:574] : INFO : Epoch 1776 | loss: 0.0312132 | val_loss: 0.0312083 | Time: 15242.2 ms [2022-03-11 00:23:49 main:574] : INFO : Epoch 1777 | loss: 0.0312094 | val_loss: 0.0312062 | Time: 15152 ms [2022-03-11 00:24:05 main:574] : INFO : Epoch 1778 | loss: 0.0312067 | val_loss: 0.031205 | Time: 16143.5 ms [2022-03-11 00:24:21 main:574] : INFO : Epoch 1779 | loss: 0.0312102 | val_loss: 0.0312161 | Time: 15560.8 ms [2022-03-11 00:24:36 main:574] : INFO : Epoch 1780 | loss: 0.0312083 | val_loss: 0.0312048 | Time: 15115.2 ms [2022-03-11 00:24:51 main:574] : INFO : Epoch 1781 | loss: 0.0312113 | val_loss: 0.0312026 | Time: 14873.2 ms [2022-03-11 00:25:06 main:574] : INFO : Epoch 1782 | loss: 0.0312124 | val_loss: 0.0312126 | Time: 14855.8 ms [2022-03-11 00:25:21 main:574] : INFO : Epoch 1783 | loss: 0.0312031 | val_loss: 0.031203 | Time: 15000.4 ms [2022-03-11 00:25:36 main:574] : INFO : Epoch 1784 | loss: 0.0312033 | val_loss: 0.031203 | Time: 15548 ms [2022-03-11 00:25:52 main:574] : INFO : Epoch 1785 | loss: 0.0312059 | val_loss: 0.0312061 | Time: 15342.5 ms [2022-03-11 00:26:07 main:574] : INFO : Epoch 1786 | loss: 0.0312013 | val_loss: 0.0311973 | Time: 15077 ms [2022-03-11 00:26:21 main:574] : INFO : Epoch 1787 | loss: 0.0312006 | val_loss: 0.0311956 | Time: 14619.6 ms [2022-03-11 00:26:36 main:574] : INFO : Epoch 1788 | loss: 0.0312003 | val_loss: 0.0311938 | Time: 14712 ms [2022-03-11 00:26:52 main:574] : INFO : Epoch 1789 | loss: 0.0311964 | val_loss: 0.0311927 | Time: 15359 ms [2022-03-11 00:27:07 main:574] : INFO : Epoch 1790 | loss: 0.0311934 | val_loss: 0.0311866 | Time: 15518.4 ms [2022-03-11 00:27:23 main:574] : INFO : Epoch 1791 | loss: 0.0311931 | val_loss: 0.0311836 | Time: 15649.4 ms [2022-03-11 00:27:38 main:574] : INFO : Epoch 1792 | loss: 0.0311938 | val_loss: 0.0311843 | Time: 14857.7 ms [2022-03-11 00:27:52 main:574] : INFO : Epoch 1793 | loss: 0.0311898 | val_loss: 0.0311869 | Time: 14562 ms [2022-03-11 00:28:09 main:574] : INFO : Epoch 1794 | loss: 0.0311881 | val_loss: 0.0311863 | Time: 16988.3 ms [2022-03-11 00:28:25 main:574] : INFO : Epoch 1795 | loss: 0.0311904 | val_loss: 0.03118 | Time: 15366.3 ms [2022-03-11 00:28:40 main:574] : INFO : Epoch 1796 | loss: 0.0311929 | val_loss: 0.0312002 | Time: 15138.3 ms [2022-03-11 00:28:54 main:574] : INFO : Epoch 1797 | loss: 0.0311919 | val_loss: 0.0311786 | Time: 14636.8 ms [2022-03-11 00:29:10 main:574] : INFO : Epoch 1798 | loss: 0.0311861 | val_loss: 0.0311807 | Time: 15695.1 ms [2022-03-11 00:29:25 main:574] : INFO : Epoch 1799 | loss: 0.0311855 | val_loss: 0.0311746 | Time: 15123.6 ms [2022-03-11 00:29:41 main:574] : INFO : Epoch 1800 | loss: 0.0311868 | val_loss: 0.0311753 | Time: 15796 ms [2022-03-11 00:29:56 main:574] : INFO : Epoch 1801 | loss: 0.0311871 | val_loss: 0.0311758 | Time: 15134.2 ms [2022-03-11 00:30:11 main:574] : INFO : Epoch 1802 | loss: 0.0311847 | val_loss: 0.0311775 | Time: 14501.6 ms [2022-03-11 00:30:25 main:574] : INFO : Epoch 1803 | loss: 0.0311807 | val_loss: 0.0311714 | Time: 14560.2 ms [2022-03-11 00:30:40 main:574] : INFO : Epoch 1804 | loss: 0.0311819 | val_loss: 0.0311757 | Time: 14581.2 ms [2022-03-11 00:30:54 main:574] : INFO : Epoch 1805 | loss: 0.0311814 | val_loss: 0.0311843 | Time: 14309.9 ms [2022-03-11 00:31:10 main:574] : INFO : Epoch 1806 | loss: 0.0312016 | val_loss: 0.0312309 | Time: 15207.2 ms [2022-03-11 00:31:25 main:574] : INFO : Epoch 1807 | loss: 0.0312005 | val_loss: 0.0311798 | Time: 15497.1 ms [2022-03-11 00:31:41 main:574] : INFO : Epoch 1808 | loss: 0.0311843 | val_loss: 0.0311694 | Time: 15421.1 ms [2022-03-11 00:31:55 main:574] : INFO : Epoch 1809 | loss: 0.0311791 | val_loss: 0.0311701 | Time: 14736.2 ms [2022-03-11 00:32:10 main:574] : INFO : Epoch 1810 | loss: 0.0311756 | val_loss: 0.0311679 | Time: 14518.3 ms [2022-03-11 00:32:24 main:574] : INFO : Epoch 1811 | loss: 0.0311749 | val_loss: 0.031169 | Time: 14482.7 ms [2022-03-11 00:32:39 main:574] : INFO : Epoch 1812 | loss: 0.0311737 | val_loss: 0.0311742 | Time: 14412.6 ms [2022-03-11 00:32:53 main:574] : INFO : Epoch 1813 | loss: 0.0311795 | val_loss: 0.0311636 | Time: 14486.8 ms [2022-03-11 00:33:09 main:574] : INFO : Epoch 1814 | loss: 0.0311695 | val_loss: 0.0311633 | Time: 15422.3 ms [2022-03-11 00:33:24 main:574] : INFO : Epoch 1815 | loss: 0.0311677 | val_loss: 0.0311576 | Time: 15223.2 ms [2022-03-11 00:33:40 main:574] : INFO : Epoch 1816 | loss: 0.0311681 | val_loss: 0.0311725 | Time: 15456.7 ms [2022-03-11 00:33:55 main:574] : INFO : Epoch 1817 | loss: 0.0311646 | val_loss: 0.0311611 | Time: 15115.7 ms [2022-03-11 00:34:09 main:574] : INFO : Epoch 1818 | loss: 0.0311608 | val_loss: 0.0311536 | Time: 14510 ms [2022-03-11 00:34:24 main:574] : INFO : Epoch 1819 | loss: 0.0311563 | val_loss: 0.0311567 | Time: 14699.2 ms [2022-03-11 00:34:39 main:574] : INFO : Epoch 1820 | loss: 0.0311544 | val_loss: 0.0311528 | Time: 14549 ms [2022-03-11 00:34:53 main:574] : INFO : Epoch 1821 | loss: 0.0311529 | val_loss: 0.0311487 | Time: 14463.4 ms [2022-03-11 00:35:07 main:574] : INFO : Epoch 1822 | loss: 0.0311503 | val_loss: 0.0311509 | Time: 14284.9 ms [2022-03-11 00:35:22 main:574] : INFO : Epoch 1823 | loss: 0.0311532 | val_loss: 0.0311488 | Time: 14307 ms [2022-03-11 00:35:36 main:574] : INFO : Epoch 1824 | loss: 0.0311525 | val_loss: 0.0311482 | Time: 14462 ms [2022-03-11 00:35:51 main:574] : INFO : Epoch 1825 | loss: 0.0311535 | val_loss: 0.0311432 | Time: 14946.2 ms [2022-03-11 00:36:06 main:574] : INFO : Epoch 1826 | loss: 0.0311552 | val_loss: 0.0311488 | Time: 14913.5 ms [2022-03-11 00:36:23 main:574] : INFO : Epoch 1827 | loss: 0.0311439 | val_loss: 0.0311408 | Time: 16928.8 ms [2022-03-11 00:36:38 main:574] : INFO : Epoch 1828 | loss: 0.031142 | val_loss: 0.0311465 | Time: 14563.3 ms [2022-03-11 00:36:52 main:574] : INFO : Epoch 1829 | loss: 0.0311482 | val_loss: 0.0311421 | Time: 14605.8 ms [2022-03-11 00:37:07 main:574] : INFO : Epoch 1830 | loss: 0.0311488 | val_loss: 0.0311404 | Time: 14766.6 ms [2022-03-11 00:37:23 main:574] : INFO : Epoch 1831 | loss: 0.0311443 | val_loss: 0.0311501 | Time: 15662 ms [2022-03-11 00:37:38 main:574] : INFO : Epoch 1832 | loss: 0.031139 | val_loss: 0.0311475 | Time: 15496.9 ms [2022-03-11 00:37:53 main:574] : INFO : Epoch 1833 | loss: 0.0311418 | val_loss: 0.0311404 | Time: 15150.5 ms [2022-03-11 00:38:08 main:574] : INFO : Epoch 1834 | loss: 0.0311372 | val_loss: 0.0311356 | Time: 14962.4 ms [2022-03-11 00:38:23 main:574] : INFO : Epoch 1835 | loss: 0.0311345 | val_loss: 0.0311424 | Time: 14719.2 ms [2022-03-11 00:38:38 main:574] : INFO : Epoch 1836 | loss: 0.031136 | val_loss: 0.0311314 | Time: 14468.1 ms [2022-03-11 00:38:53 main:574] : INFO : Epoch 1837 | loss: 0.031131 | val_loss: 0.031136 | Time: 15206.1 ms [2022-03-11 00:39:07 main:574] : INFO : Epoch 1838 | loss: 0.0311338 | val_loss: 0.0311372 | Time: 14559.6 ms [2022-03-11 00:39:22 main:574] : INFO : Epoch 1839 | loss: 0.0311341 | val_loss: 0.0311413 | Time: 14676.6 ms [2022-03-11 00:39:39 main:574] : INFO : Epoch 1840 | loss: 0.0311278 | val_loss: 0.0311279 | Time: 16856.1 ms [2022-03-11 00:39:54 main:574] : INFO : Epoch 1841 | loss: 0.0311259 | val_loss: 0.0311276 | Time: 14677.2 ms [2022-03-11 00:40:08 main:574] : INFO : Epoch 1842 | loss: 0.0311262 | val_loss: 0.0311297 | Time: 14538.6 ms [2022-03-11 00:40:22 main:574] : INFO : Epoch 1843 | loss: 0.0311253 | val_loss: 0.0311314 | Time: 14363.8 ms [2022-03-11 00:40:37 main:574] : INFO : Epoch 1844 | loss: 0.0311265 | val_loss: 0.0311271 | Time: 14382 ms [2022-03-11 00:40:52 main:574] : INFO : Epoch 1845 | loss: 0.0311234 | val_loss: 0.0311204 | Time: 15489.8 ms [2022-03-11 00:41:08 main:574] : INFO : Epoch 1846 | loss: 0.0311217 | val_loss: 0.0311199 | Time: 15397.7 ms [2022-03-11 00:41:23 main:574] : INFO : Epoch 1847 | loss: 0.0311243 | val_loss: 0.0311179 | Time: 15289.8 ms [2022-03-11 00:41:39 main:574] : INFO : Epoch 1848 | loss: 0.0311188 | val_loss: 0.031114 | Time: 15359.6 ms [2022-03-11 00:41:54 main:574] : INFO : Epoch 1849 | loss: 0.0311269 | val_loss: 0.0311333 | Time: 15334.4 ms [2022-03-11 00:42:10 main:574] : INFO : Epoch 1850 | loss: 0.031113 | val_loss: 0.0311097 | Time: 16515.5 ms [2022-03-11 00:42:26 main:574] : INFO : Epoch 1851 | loss: 0.0311086 | val_loss: 0.031115 | Time: 15303.5 ms [2022-03-11 00:42:41 main:574] : INFO : Epoch 1852 | loss: 0.031111 | val_loss: 0.0311078 | Time: 14856.5 ms [2022-03-11 00:42:55 main:574] : INFO : Epoch 1853 | loss: 0.0311234 | val_loss: 0.0311337 | Time: 14546 ms [2022-03-11 00:43:10 main:574] : INFO : Epoch 1854 | loss: 0.0311384 | val_loss: 0.0311405 | Time: 15189.1 ms [2022-03-11 00:43:25 main:574] : INFO : Epoch 1855 | loss: 0.031142 | val_loss: 0.0311276 | Time: 15023.7 ms [2022-03-11 00:43:42 main:574] : INFO : Epoch 1856 | loss: 0.0311231 | val_loss: 0.0311168 | Time: 16137.7 ms [2022-03-11 00:43:57 main:574] : INFO : Epoch 1857 | loss: 0.0311162 | val_loss: 0.0311104 | Time: 15354.8 ms [2022-03-11 00:44:12 main:574] : INFO : Epoch 1858 | loss: 0.0311114 | val_loss: 0.0311029 | Time: 14643.8 ms [2022-03-11 00:44:26 main:574] : INFO : Epoch 1859 | loss: 0.0311287 | val_loss: 0.0311203 | Time: 14684.5 ms [2022-03-11 00:44:41 main:574] : INFO : Epoch 1860 | loss: 0.0311086 | val_loss: 0.0311179 | Time: 15164.9 ms [2022-03-11 00:44:57 main:574] : INFO : Epoch 1861 | loss: 0.0311126 | val_loss: 0.0311006 | Time: 15679 ms [2022-03-11 00:45:13 main:574] : INFO : Epoch 1862 | loss: 0.0310964 | val_loss: 0.0310855 | Time: 16130.3 ms [2022-03-11 00:45:28 main:574] : INFO : Epoch 1863 | loss: 0.0310568 | val_loss: 0.0309806 | Time: 14508.2 ms [2022-03-11 00:45:43 main:574] : INFO : Epoch 1864 | loss: 0.0309834 | val_loss: 0.030388 | Time: 14678.1 ms [2022-03-11 00:45:57 main:574] : INFO : Epoch 1865 | loss: 0.0299129 | val_loss: 0.0293513 | Time: 14402.2 ms [2022-03-11 00:46:12 main:574] : INFO : Epoch 1866 | loss: 0.0290275 | val_loss: 0.0287213 | Time: 14604.6 ms [2022-03-11 00:46:27 main:574] : INFO : Epoch 1867 | loss: 0.028097 | val_loss: 0.027275 | Time: 15023.8 ms [2022-03-11 00:46:42 main:574] : INFO : Epoch 1868 | loss: 0.026687 | val_loss: 0.0258435 | Time: 15129.5 ms [2022-03-11 00:46:57 main:574] : INFO : Epoch 1869 | loss: 0.0242753 | val_loss: 0.0206137 | Time: 15098.2 ms [2022-03-11 00:47:12 main:574] : INFO : Epoch 1870 | loss: 0.0203991 | val_loss: 0.0181374 | Time: 15374.8 ms [2022-03-11 00:47:27 main:574] : INFO : Epoch 1871 | loss: 0.0167696 | val_loss: 0.0159863 | Time: 14786.1 ms [2022-03-11 00:47:41 main:574] : INFO : Epoch 1872 | loss: 0.0157042 | val_loss: 0.0153431 | Time: 14395.4 ms [2022-03-11 00:47:56 main:574] : INFO : Epoch 1873 | loss: 0.0151163 | val_loss: 0.0148346 | Time: 14615.7 ms [2022-03-11 00:48:11 main:574] : INFO : Epoch 1874 | loss: 0.0133072 | val_loss: 0.0105797 | Time: 14499.6 ms [2022-03-11 00:48:25 main:574] : INFO : Epoch 1875 | loss: 0.00863303 | val_loss: 0.00632561 | Time: 14441.2 ms [2022-03-11 00:48:40 main:574] : INFO : Epoch 1876 | loss: 0.00508095 | val_loss: 0.00449477 | Time: 14609.1 ms [2022-03-11 00:48:55 main:574] : INFO : Epoch 1877 | loss: 0.00423948 | val_loss: 0.00413106 | Time: 14921.2 ms [2022-03-11 00:49:09 main:574] : INFO : Epoch 1878 | loss: 0.0039412 | val_loss: 0.00402201 | Time: 14544.1 ms [2022-03-11 00:49:23 main:574] : INFO : Epoch 1879 | loss: 0.0038351 | val_loss: 0.0039054 | Time: 14256.6 ms [2022-03-11 00:49:39 main:574] : INFO : Epoch 1880 | loss: 0.00376331 | val_loss: 0.00381648 | Time: 15106 ms [2022-03-11 00:49:54 main:574] : INFO : Epoch 1881 | loss: 0.00365759 | val_loss: 0.00373967 | Time: 15142.4 ms [2022-03-11 00:50:09 main:574] : INFO : Epoch 1882 | loss: 0.00357261 | val_loss: 0.00361799 | Time: 15472.7 ms [2022-03-11 00:50:24 main:574] : INFO : Epoch 1883 | loss: 0.00347569 | val_loss: 0.00356317 | Time: 14524.4 ms [2022-03-11 00:50:38 main:574] : INFO : Epoch 1884 | loss: 0.00340922 | val_loss: 0.00350841 | Time: 14321.8 ms [2022-03-11 00:50:53 main:574] : INFO : Epoch 1885 | loss: 0.00338028 | val_loss: 0.00348583 | Time: 14746.6 ms [2022-03-11 00:51:08 main:574] : INFO : Epoch 1886 | loss: 0.00332593 | val_loss: 0.00343131 | Time: 14507.5 ms [2022-03-11 00:51:25 main:574] : INFO : Epoch 1887 | loss: 0.00322287 | val_loss: 0.00315008 | Time: 17353.9 ms [2022-03-11 00:51:40 main:574] : INFO : Epoch 1888 | loss: 0.00263202 | val_loss: 0.00235477 | Time: 15328.6 ms [2022-03-11 00:51:55 main:574] : INFO : Epoch 1889 | loss: 0.00196724 | val_loss: 0.0017226 | Time: 14620.7 ms [2022-03-11 00:52:09 main:574] : INFO : Epoch 1890 | loss: 0.0013622 | val_loss: 0.00109057 | Time: 14595.1 ms [2022-03-11 00:52:24 main:574] : INFO : Epoch 1891 | loss: 0.000890205 | val_loss: 0.000732369 | Time: 14488.2 ms [2022-03-11 00:52:38 main:574] : INFO : Epoch 1892 | loss: 0.000678302 | val_loss: 0.000553256 | Time: 14220.3 ms [2022-03-11 00:52:53 main:574] : INFO : Epoch 1893 | loss: 0.000474557 | val_loss: 0.000414307 | Time: 14702.4 ms [2022-03-11 00:53:08 main:574] : INFO : Epoch 1894 | loss: 0.000363428 | val_loss: 0.000321656 | Time: 14943.4 ms [2022-03-11 00:53:23 main:574] : INFO : Epoch 1895 | loss: 0.000302883 | val_loss: 0.000279746 | Time: 14715.8 ms [2022-03-11 00:53:39 main:574] : INFO : Epoch 1896 | loss: 0.000251426 | val_loss: 0.000233099 | Time: 16212.2 ms [2022-03-11 00:53:54 main:574] : INFO : Epoch 1897 | loss: 0.000219529 | val_loss: 0.000209373 | Time: 15397.4 ms [2022-03-11 00:54:09 main:574] : INFO : Epoch 1898 | loss: 0.00020388 | val_loss: 0.000279926 | Time: 14953.4 ms [2022-03-11 00:54:27 main:574] : INFO : Epoch 1899 | loss: 0.000261852 | val_loss: 0.00021456 | Time: 17513.2 ms [2022-03-11 00:54:42 main:574] : INFO : Epoch 1900 | loss: 0.000200828 | val_loss: 0.000182109 | Time: 15408.8 ms [2022-03-11 00:54:57 main:574] : INFO : Epoch 1901 | loss: 0.000177477 | val_loss: 0.000174913 | Time: 14661.6 ms [2022-03-11 00:55:11 main:574] : INFO : Epoch 1902 | loss: 0.000170061 | val_loss: 0.00016864 | Time: 14320.8 ms [2022-03-11 00:55:26 main:574] : INFO : Epoch 1903 | loss: 0.000163739 | val_loss: 0.000163578 | Time: 15056.9 ms [2022-03-11 00:55:42 main:574] : INFO : Epoch 1904 | loss: 0.000159122 | val_loss: 0.000154194 | Time: 15811.9 ms [2022-03-11 00:55:57 main:574] : INFO : Epoch 1905 | loss: 0.000150327 | val_loss: 0.000148744 | Time: 14914 ms [2022-03-11 00:56:12 main:574] : INFO : Epoch 1906 | loss: 0.000143978 | val_loss: 0.000143468 | Time: 14706.8 ms [2022-03-11 00:56:27 main:574] : INFO : Epoch 1907 | loss: 0.00013948 | val_loss: 0.000140223 | Time: 14792.5 ms [2022-03-11 00:56:42 main:574] : INFO : Epoch 1908 | loss: 0.000135779 | val_loss: 0.000135439 | Time: 15840.4 ms [2022-03-11 00:56:58 main:574] : INFO : Epoch 1909 | loss: 0.000135638 | val_loss: 0.000135562 | Time: 15247.2 ms [2022-03-11 00:57:13 main:574] : INFO : Epoch 1910 | loss: 0.000135986 | val_loss: 0.000143568 | Time: 15314.3 ms [2022-03-11 00:57:28 main:574] : INFO : Epoch 1911 | loss: 0.000135153 | val_loss: 0.000134341 | Time: 15429.3 ms [2022-03-11 00:57:44 main:574] : INFO : Epoch 1912 | loss: 0.000128748 | val_loss: 0.000128449 | Time: 15162.6 ms [2022-03-11 00:57:58 main:574] : INFO : Epoch 1913 | loss: 0.000123685 | val_loss: 0.000124873 | Time: 14401.8 ms [2022-03-11 00:58:13 main:574] : INFO : Epoch 1914 | loss: 0.000120986 | val_loss: 0.000120786 | Time: 14478.5 ms [2022-03-11 00:58:27 main:574] : INFO : Epoch 1915 | loss: 0.000117874 | val_loss: 0.000119245 | Time: 14759.4 ms [2022-03-11 00:58:42 main:574] : INFO : Epoch 1916 | loss: 0.000116283 | val_loss: 0.000116731 | Time: 15080 ms [2022-03-11 00:58:58 main:574] : INFO : Epoch 1917 | loss: 0.000113509 | val_loss: 0.000115466 | Time: 15801.4 ms [2022-03-11 00:59:13 main:574] : INFO : Epoch 1918 | loss: 0.000110838 | val_loss: 0.000112659 | Time: 14822.8 ms [2022-03-11 00:59:28 main:574] : INFO : Epoch 1919 | loss: 0.000109171 | val_loss: 0.000111958 | Time: 14775.3 ms [2022-03-11 00:59:43 main:574] : INFO : Epoch 1920 | loss: 0.000108434 | val_loss: 0.000109195 | Time: 15315.2 ms [2022-03-11 00:59:58 main:574] : INFO : Epoch 1921 | loss: 0.000106234 | val_loss: 0.000107834 | Time: 14432.9 ms [2022-03-11 01:00:13 main:574] : INFO : Epoch 1922 | loss: 0.000105108 | val_loss: 0.000107201 | Time: 15664.3 ms [2022-03-11 01:00:31 main:574] : INFO : Epoch 1923 | loss: 0.000105141 | val_loss: 0.000107771 | Time: 17361.9 ms [2022-03-11 01:00:45 main:574] : INFO : Epoch 1924 | loss: 0.000103698 | val_loss: 0.000105583 | Time: 14721.2 ms [2022-03-11 01:01:00 main:574] : INFO : Epoch 1925 | loss: 0.000101673 | val_loss: 0.000104488 | Time: 14737.9 ms [2022-03-11 01:01:15 main:574] : INFO : Epoch 1926 | loss: 0.000113254 | val_loss: 0.00011119 | Time: 14639.9 ms [2022-03-11 01:01:30 main:574] : INFO : Epoch 1927 | loss: 0.000109803 | val_loss: 0.000110332 | Time: 14963.8 ms [2022-03-11 01:01:45 main:574] : INFO : Epoch 1928 | loss: 0.000106153 | val_loss: 0.000106776 | Time: 15533.5 ms [2022-03-11 01:02:01 main:574] : INFO : Epoch 1929 | loss: 0.00010079 | val_loss: 0.00010292 | Time: 15267.4 ms [2022-03-11 01:02:16 main:574] : INFO : Epoch 1930 | loss: 0.000100128 | val_loss: 0.000103169 | Time: 15227.3 ms [2022-03-11 01:02:30 main:574] : INFO : Epoch 1931 | loss: 9.84382e-05 | val_loss: 0.000100029 | Time: 14516.2 ms [2022-03-11 01:02:45 main:574] : INFO : Epoch 1932 | loss: 9.65077e-05 | val_loss: 9.81081e-05 | Time: 14719 ms [2022-03-11 01:03:00 main:574] : INFO : Epoch 1933 | loss: 9.52204e-05 | val_loss: 9.7228e-05 | Time: 14554.8 ms [2022-03-11 01:03:15 main:574] : INFO : Epoch 1934 | loss: 9.47253e-05 | val_loss: 9.60916e-05 | Time: 15208.3 ms [2022-03-11 01:03:30 main:574] : INFO : Epoch 1935 | loss: 9.34726e-05 | val_loss: 9.48707e-05 | Time: 15166.2 ms [2022-03-11 01:03:45 main:574] : INFO : Epoch 1936 | loss: 9.20338e-05 | val_loss: 9.35867e-05 | Time: 15308.9 ms [2022-03-11 01:04:01 main:574] : INFO : Epoch 1937 | loss: 9.13519e-05 | val_loss: 9.27935e-05 | Time: 15491 ms [2022-03-11 01:04:16 main:574] : INFO : Epoch 1938 | loss: 8.92916e-05 | val_loss: 8.64753e-05 | Time: 15174 ms [2022-03-11 01:04:32 main:574] : INFO : Epoch 1939 | loss: 8.57155e-05 | val_loss: 8.59472e-05 | Time: 15433.2 ms [2022-03-11 01:04:46 main:574] : INFO : Epoch 1940 | loss: 8.50355e-05 | val_loss: 8.52151e-05 | Time: 14703.3 ms [2022-03-11 01:05:01 main:574] : INFO : Epoch 1941 | loss: 8.39109e-05 | val_loss: 8.35358e-05 | Time: 14590.3 ms [2022-03-11 01:05:16 main:574] : INFO : Epoch 1942 | loss: 8.35572e-05 | val_loss: 8.50053e-05 | Time: 14510.6 ms [2022-03-11 01:05:31 main:574] : INFO : Epoch 1943 | loss: 8.51138e-05 | val_loss: 8.77387e-05 | Time: 15111.3 ms [2022-03-11 01:05:46 main:574] : INFO : Epoch 1944 | loss: 8.79392e-05 | val_loss: 9.76456e-05 | Time: 14940.5 ms [2022-03-11 01:06:01 main:574] : INFO : Epoch 1945 | loss: 9.61777e-05 | val_loss: 8.82709e-05 | Time: 15115.6 ms [2022-03-11 01:06:16 main:574] : INFO : Epoch 1946 | loss: 8.36673e-05 | val_loss: 8.19132e-05 | Time: 15051.3 ms [2022-03-11 01:06:32 main:574] : INFO : Epoch 1947 | loss: 8.27025e-05 | val_loss: 8.32883e-05 | Time: 15790 ms [2022-03-11 01:06:46 main:574] : INFO : Epoch 1948 | loss: 8.23037e-05 | val_loss: 8.19753e-05 | Time: 14624.8 ms [2022-03-11 01:07:01 main:574] : INFO : Epoch 1949 | loss: 8.05987e-05 | val_loss: 7.91046e-05 | Time: 15075.2 ms [2022-03-11 01:07:16 main:574] : INFO : Epoch 1950 | loss: 7.93238e-05 | val_loss: 7.88291e-05 | Time: 14578.7 ms [2022-03-11 01:07:31 main:574] : INFO : Epoch 1951 | loss: 7.87603e-05 | val_loss: 7.81043e-05 | Time: 15310 ms [2022-03-11 01:07:46 main:574] : INFO : Epoch 1952 | loss: 7.85897e-05 | val_loss: 8.08226e-05 | Time: 15137.3 ms [2022-03-11 01:08:02 main:574] : INFO : Epoch 1953 | loss: 8.03172e-05 | val_loss: 7.82578e-05 | Time: 15287.1 ms [2022-03-11 01:08:16 main:574] : INFO : Epoch 1954 | loss: 7.82997e-05 | val_loss: 7.62249e-05 | Time: 14595.1 ms [2022-03-11 01:08:31 main:574] : INFO : Epoch 1955 | loss: 7.75078e-05 | val_loss: 7.6415e-05 | Time: 14489.6 ms [2022-03-11 01:08:46 main:574] : INFO : Epoch 1956 | loss: 7.65823e-05 | val_loss: 7.59877e-05 | Time: 14611.1 ms [2022-03-11 01:09:00 main:574] : INFO : Epoch 1957 | loss: 7.62481e-05 | val_loss: 7.51943e-05 | Time: 14464.1 ms [2022-03-11 01:09:14 main:574] : INFO : Epoch 1958 | loss: 7.63467e-05 | val_loss: 7.46918e-05 | Time: 14263.1 ms [2022-03-11 01:09:29 main:574] : INFO : Epoch 1959 | loss: 7.68205e-05 | val_loss: 7.49721e-05 | Time: 15044 ms [2022-03-11 01:09:45 main:574] : INFO : Epoch 1960 | loss: 7.61863e-05 | val_loss: 7.41345e-05 | Time: 15713.9 ms [2022-03-11 01:10:00 main:574] : INFO : Epoch 1961 | loss: 7.65756e-05 | val_loss: 7.59331e-05 | Time: 15068.1 ms [2022-03-11 01:10:15 main:574] : INFO : Epoch 1962 | loss: 7.79534e-05 | val_loss: 7.45971e-05 | Time: 14889.3 ms [2022-03-11 01:10:30 main:574] : INFO : Epoch 1963 | loss: 7.59501e-05 | val_loss: 7.29192e-05 | Time: 15009.5 ms [2022-03-11 01:10:45 main:574] : INFO : Epoch 1964 | loss: 7.58793e-05 | val_loss: 7.60381e-05 | Time: 14809.5 ms [2022-03-11 01:10:59 main:574] : INFO : Epoch 1965 | loss: 7.58429e-05 | val_loss: 7.25267e-05 | Time: 14525.8 ms [2022-03-11 01:11:14 main:574] : INFO : Epoch 1966 | loss: 7.56943e-05 | val_loss: 8.12099e-05 | Time: 14834.2 ms [2022-03-11 01:11:29 main:574] : INFO : Epoch 1967 | loss: 8.40482e-05 | val_loss: 7.34038e-05 | Time: 14926.1 ms [2022-03-11 01:11:44 main:574] : INFO : Epoch 1968 | loss: 7.43052e-05 | val_loss: 7.20897e-05 | Time: 15089 ms [2022-03-11 01:11:59 main:574] : INFO : Epoch 1969 | loss: 7.30715e-05 | val_loss: 7.07592e-05 | Time: 14907.9 ms [2022-03-11 01:12:14 main:574] : INFO : Epoch 1970 | loss: 7.29308e-05 | val_loss: 7.00574e-05 | Time: 15221.4 ms [2022-03-11 01:12:29 main:574] : INFO : Epoch 1971 | loss: 7.22632e-05 | val_loss: 7.00605e-05 | Time: 14957.8 ms [2022-03-11 01:12:44 main:574] : INFO : Epoch 1972 | loss: 7.15665e-05 | val_loss: 7.06753e-05 | Time: 14494.5 ms [2022-03-11 01:12:58 main:574] : INFO : Epoch 1973 | loss: 7.16932e-05 | val_loss: 6.94142e-05 | Time: 14409.7 ms [2022-03-11 01:13:13 main:574] : INFO : Epoch 1974 | loss: 7.11411e-05 | val_loss: 6.91015e-05 | Time: 14627.3 ms [2022-03-11 01:13:28 main:574] : INFO : Epoch 1975 | loss: 7.07526e-05 | val_loss: 6.89009e-05 | Time: 14879 ms [2022-03-11 01:13:43 main:574] : INFO : Epoch 1976 | loss: 7.04698e-05 | val_loss: 6.93989e-05 | Time: 15179.9 ms [2022-03-11 01:13:59 main:574] : INFO : Epoch 1977 | loss: 7.06438e-05 | val_loss: 7.05243e-05 | Time: 16181.9 ms [2022-03-11 01:14:15 main:574] : INFO : Epoch 1978 | loss: 7.22875e-05 | val_loss: 7.10602e-05 | Time: 15228.5 ms [2022-03-11 01:14:29 main:574] : INFO : Epoch 1979 | loss: 7.17641e-05 | val_loss: 6.88846e-05 | Time: 14384.1 ms [2022-03-11 01:14:44 main:574] : INFO : Epoch 1980 | loss: 7.0402e-05 | val_loss: 6.76755e-05 | Time: 14631.3 ms [2022-03-11 01:14:58 main:574] : INFO : Epoch 1981 | loss: 7.02275e-05 | val_loss: 6.78164e-05 | Time: 14584.5 ms [2022-03-11 01:15:13 main:574] : INFO : Epoch 1982 | loss: 7.01204e-05 | val_loss: 6.87871e-05 | Time: 14788.6 ms [2022-03-11 01:15:30 main:574] : INFO : Epoch 1983 | loss: 7.00415e-05 | val_loss: 6.69752e-05 | Time: 17519.5 ms [2022-03-11 01:15:47 main:574] : INFO : Epoch 1984 | loss: 6.88301e-05 | val_loss: 6.71748e-05 | Time: 16752.4 ms [2022-03-11 01:16:03 main:574] : INFO : Epoch 1985 | loss: 6.9147e-05 | val_loss: 6.69604e-05 | Time: 15733.3 ms [2022-03-11 01:16:19 main:574] : INFO : Epoch 1986 | loss: 7.04877e-05 | val_loss: 6.87098e-05 | Time: 15734.1 ms [2022-03-11 01:16:34 main:574] : INFO : Epoch 1987 | loss: 7.08981e-05 | val_loss: 6.65102e-05 | Time: 14708.2 ms [2022-03-11 01:16:49 main:574] : INFO : Epoch 1988 | loss: 7.20157e-05 | val_loss: 7.44403e-05 | Time: 15888.5 ms [2022-03-11 01:17:05 main:574] : INFO : Epoch 1989 | loss: 9.8084e-05 | val_loss: 0.000158085 | Time: 15358.2 ms [2022-03-11 01:17:20 main:574] : INFO : Epoch 1990 | loss: 0.000135958 | val_loss: 0.000133085 | Time: 15431.8 ms [2022-03-11 01:17:35 main:574] : INFO : Epoch 1991 | loss: 0.000111661 | val_loss: 8.80265e-05 | Time: 15082.9 ms [2022-03-11 01:17:50 main:574] : INFO : Epoch 1992 | loss: 8.46367e-05 | val_loss: 7.55535e-05 | Time: 14712.5 ms [2022-03-11 01:18:05 main:574] : INFO : Epoch 1993 | loss: 7.93405e-05 | val_loss: 7.42974e-05 | Time: 14561.5 ms [2022-03-11 01:18:19 main:574] : INFO : Epoch 1994 | loss: 7.6122e-05 | val_loss: 7.08064e-05 | Time: 14303.9 ms [2022-03-11 01:18:33 main:574] : INFO : Epoch 1995 | loss: 7.30767e-05 | val_loss: 6.63975e-05 | Time: 14443 ms [2022-03-11 01:18:49 main:574] : INFO : Epoch 1996 | loss: 7.19342e-05 | val_loss: 7.73441e-05 | Time: 15196.2 ms [2022-03-11 01:19:05 main:574] : INFO : Epoch 1997 | loss: 8.18341e-05 | val_loss: 6.69305e-05 | Time: 15697.9 ms [2022-03-11 01:19:20 main:574] : INFO : Epoch 1998 | loss: 6.82693e-05 | val_loss: 6.1205e-05 | Time: 15277.5 ms [2022-03-11 01:19:35 main:574] : INFO : Epoch 1999 | loss: 6.45117e-05 | val_loss: 5.61459e-05 | Time: 14889.5 ms [2022-03-11 01:19:49 main:574] : INFO : Epoch 2000 | loss: 5.89046e-05 | val_loss: 5.59064e-05 | Time: 14704 ms [2022-03-11 01:20:06 main:574] : INFO : Epoch 2001 | loss: 0.000131478 | val_loss: 0.000166189 | Time: 16308.3 ms [2022-03-11 01:20:21 main:574] : INFO : Epoch 2002 | loss: 0.000107473 | val_loss: 7.52515e-05 | Time: 14979 ms [2022-03-11 01:20:36 main:574] : INFO : Epoch 2003 | loss: 7.10114e-05 | val_loss: 6.18014e-05 | Time: 15460.6 ms [2022-03-11 01:20:51 main:574] : INFO : Epoch 2004 | loss: 6.56572e-05 | val_loss: 7.71675e-05 | Time: 15063.1 ms [2022-03-11 01:21:06 main:574] : INFO : Epoch 2005 | loss: 8.55991e-05 | val_loss: 7.90713e-05 | Time: 14478.6 ms [2022-03-11 01:21:20 main:574] : INFO : Epoch 2006 | loss: 7.58388e-05 | val_loss: 6.55658e-05 | Time: 14592.8 ms [2022-03-11 01:21:37 main:574] : INFO : Epoch 2007 | loss: 6.44139e-05 | val_loss: 5.43282e-05 | Time: 16582.4 ms [2022-03-11 01:21:52 main:574] : INFO : Epoch 2008 | loss: 5.88703e-05 | val_loss: 5.18167e-05 | Time: 15460.8 ms [2022-03-11 01:22:08 main:574] : INFO : Epoch 2009 | loss: 5.56091e-05 | val_loss: 5.01462e-05 | Time: 15149.8 ms [2022-03-11 01:22:22 main:574] : INFO : Epoch 2010 | loss: 5.7515e-05 | val_loss: 5.02275e-05 | Time: 14475.9 ms [2022-03-11 01:22:37 main:574] : INFO : Epoch 2011 | loss: 5.40141e-05 | val_loss: 4.96063e-05 | Time: 14486.4 ms [2022-03-11 01:22:51 main:574] : INFO : Epoch 2012 | loss: 5.37681e-05 | val_loss: 4.88155e-05 | Time: 14607.5 ms [2022-03-11 01:23:06 main:574] : INFO : Epoch 2013 | loss: 5.32243e-05 | val_loss: 4.77852e-05 | Time: 14966 ms [2022-03-11 01:23:21 main:574] : INFO : Epoch 2014 | loss: 5.58437e-05 | val_loss: 6.4713e-05 | Time: 14416.2 ms [2022-03-11 01:23:36 main:574] : INFO : Epoch 2015 | loss: 6.24515e-05 | val_loss: 4.85943e-05 | Time: 15666.1 ms [2022-03-11 01:23:52 main:574] : INFO : Epoch 2016 | loss: 5.45247e-05 | val_loss: 4.83459e-05 | Time: 15423.1 ms [2022-03-11 01:24:07 main:574] : INFO : Epoch 2017 | loss: 5.19768e-05 | val_loss: 4.69711e-05 | Time: 15477.8 ms [2022-03-11 01:24:22 main:574] : INFO : Epoch 2018 | loss: 5.14936e-05 | val_loss: 4.65017e-05 | Time: 14613.5 ms [2022-03-11 01:24:40 main:574] : INFO : Epoch 2019 | loss: 5.07796e-05 | val_loss: 4.58379e-05 | Time: 18538.8 ms [2022-03-11 01:24:56 main:574] : INFO : Epoch 2020 | loss: 5.07977e-05 | val_loss: 4.63053e-05 | Time: 15304.4 ms [2022-03-11 01:25:12 main:574] : INFO : Epoch 2021 | loss: 5.09051e-05 | val_loss: 4.52424e-05 | Time: 16058.9 ms [2022-03-11 01:25:28 main:574] : INFO : Epoch 2022 | loss: 5.05693e-05 | val_loss: 4.63955e-05 | Time: 16407.1 ms [2022-03-11 01:25:43 main:574] : INFO : Epoch 2023 | loss: 5.26786e-05 | val_loss: 4.52874e-05 | Time: 14750.2 ms [2022-03-11 01:25:58 main:574] : INFO : Epoch 2024 | loss: 5.03776e-05 | val_loss: 4.6672e-05 | Time: 14707.6 ms [2022-03-11 01:26:13 main:574] : INFO : Epoch 2025 | loss: 5.18507e-05 | val_loss: 4.46519e-05 | Time: 14930.5 ms [2022-03-11 01:26:28 main:574] : INFO : Epoch 2026 | loss: 4.93527e-05 | val_loss: 4.41507e-05 | Time: 15487.5 ms [2022-03-11 01:26:44 main:574] : INFO : Epoch 2027 | loss: 5.39447e-05 | val_loss: 4.34754e-05 | Time: 15824.6 ms [2022-03-11 01:26:59 main:574] : INFO : Epoch 2028 | loss: 4.91835e-05 | val_loss: 4.36312e-05 | Time: 15021.8 ms [2022-03-11 01:27:14 main:574] : INFO : Epoch 2029 | loss: 4.79962e-05 | val_loss: 4.32552e-05 | Time: 14566 ms [2022-03-11 01:27:28 main:574] : INFO : Epoch 2030 | loss: 4.81136e-05 | val_loss: 4.58254e-05 | Time: 14527.4 ms [2022-03-11 01:27:43 main:574] : INFO : Epoch 2031 | loss: 5.06354e-05 | val_loss: 4.73243e-05 | Time: 14589.4 ms [2022-03-11 01:27:58 main:574] : INFO : Epoch 2032 | loss: 4.96369e-05 | val_loss: 4.35718e-05 | Time: 15164.4 ms [2022-03-11 01:28:13 main:574] : INFO : Epoch 2033 | loss: 5.01545e-05 | val_loss: 4.71062e-05 | Time: 14626.3 ms [2022-03-11 01:28:28 main:574] : INFO : Epoch 2034 | loss: 5.05221e-05 | val_loss: 4.44708e-05 | Time: 15680 ms [2022-03-11 01:28:44 main:574] : INFO : Epoch 2035 | loss: 4.91492e-05 | val_loss: 4.31274e-05 | Time: 15411.9 ms [2022-03-11 01:28:58 main:574] : INFO : Epoch 2036 | loss: 4.94899e-05 | val_loss: 5.16056e-05 | Time: 14597.7 ms [2022-03-11 01:29:15 main:574] : INFO : Epoch 2037 | loss: 6.26633e-05 | val_loss: 5.27311e-05 | Time: 16400 ms [2022-03-11 01:29:30 main:574] : INFO : Epoch 2038 | loss: 5.11462e-05 | val_loss: 4.46521e-05 | Time: 15344.4 ms [2022-03-11 01:29:46 main:574] : INFO : Epoch 2039 | loss: 4.90849e-05 | val_loss: 4.28435e-05 | Time: 15704.6 ms [2022-03-11 01:30:01 main:574] : INFO : Epoch 2040 | loss: 4.73535e-05 | val_loss: 4.1772e-05 | Time: 14961.8 ms [2022-03-11 01:30:15 main:574] : INFO : Epoch 2041 | loss: 4.66525e-05 | val_loss: 4.25831e-05 | Time: 14545 ms [2022-03-11 01:30:30 main:574] : INFO : Epoch 2042 | loss: 5.13762e-05 | val_loss: 4.27775e-05 | Time: 14612.6 ms [2022-03-11 01:30:47 main:574] : INFO : Epoch 2043 | loss: 4.72864e-05 | val_loss: 4.1842e-05 | Time: 17222.2 ms [2022-03-11 01:31:03 main:574] : INFO : Epoch 2044 | loss: 4.62745e-05 | val_loss: 4.15489e-05 | Time: 15463.3 ms [2022-03-11 01:31:17 main:574] : INFO : Epoch 2045 | loss: 4.88318e-05 | val_loss: 4.12889e-05 | Time: 14615.7 ms [2022-03-11 01:31:32 main:574] : INFO : Epoch 2046 | loss: 4.73812e-05 | val_loss: 4.19687e-05 | Time: 14562.5 ms [2022-03-11 01:31:47 main:574] : INFO : Epoch 2047 | loss: 4.72885e-05 | val_loss: 4.02144e-05 | Time: 15113.5 ms [2022-03-11 01:32:02 main:574] : INFO : Epoch 2048 | loss: 4.91784e-05 | val_loss: 4.95078e-05 | Time: 15236.3 ms [2022-03-11 01:32:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 4.95078e-05 [2022-03-11 01:32:02 main:603] : INFO : Saving end state to config to file [2022-03-11 01:32:03 main:608] : INFO : Success, exiting.. 01:32:03 (15200): 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)