Task 10014307
| Name | ParityModified-1639955890-27214-0_0 |
| Workunit | 7393071 |
| Created | 19 Dec 2021, 23:18:12 UTC |
| Sent | 4 Jan 2022, 23:36:33 UTC |
| Report deadline | 12 Jan 2022, 23:36:33 UTC |
| Received | 6 Jan 2022, 17:42:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17360 |
| Run time | 4 hours 42 min 2 sec |
| CPU time | 3 hours 55 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 864.22 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.43 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> model-input.pt (exists = 0) [2022-01-06 16:40:22 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-01-06 16:40:22 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-01-06 16:40:22 main:474] : INFO : Configuration: [2022-01-06 16:40:22 main:475] : INFO : Model type: GRU [2022-01-06 16:40:22 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-01-06 16:40:22 main:477] : INFO : Max Epochs: 2048 [2022-01-06 16:40:22 main:478] : INFO : Batch Size: 128 [2022-01-06 16:40:22 main:479] : INFO : Learning Rate: 0.01 [2022-01-06 16:40:22 main:480] : INFO : Patience: 10 [2022-01-06 16:40:22 main:481] : INFO : Hidden Width: 12 [2022-01-06 16:40:22 main:482] : INFO : # Recurrent Layers: 4 [2022-01-06 16:40:22 main:483] : INFO : # Backend Layers: 4 [2022-01-06 16:40:22 main:484] : INFO : # Threads: 1 [2022-01-06 16:40:22 main:486] : INFO : Preparing Dataset [2022-01-06 16:40:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-01-06 16:40:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-01-06 16:40:31 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-01-06 16:40:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-01-06 16:40:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-01-06 16:40:31 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-01-06 16:40:32 main:494] : INFO : Creating Model [2022-01-06 16:40:32 main:507] : INFO : Preparing config file [2022-01-06 16:40:32 main:511] : INFO : Found checkpoint, attempting to load... [2022-01-06 16:40:32 main:512] : INFO : Loading config [2022-01-06 16:40:32 main:514] : INFO : Loading state [2022-01-06 16:40:36 main:559] : INFO : Loading DataLoader into Memory [2022-01-06 16:40:36 main:562] : INFO : Starting Training [2022-01-06 16:40:44 main:574] : INFO : Epoch 1561 | loss: 0.031159 | val_loss: 0.0312177 | Time: 7771.84 ms [2022-01-06 16:40:52 main:574] : INFO : Epoch 1562 | loss: 0.0310757 | val_loss: 0.0312281 | Time: 7694.94 ms [2022-01-06 16:40:59 main:574] : INFO : Epoch 1563 | loss: 0.0310423 | val_loss: 0.0312487 | Time: 6911.87 ms [2022-01-06 16:41:07 main:574] : INFO : Epoch 1564 | loss: 0.0310235 | val_loss: 0.0312714 | Time: 8407.86 ms [2022-01-06 16:41:14 main:574] : INFO : Epoch 1565 | loss: 0.031019 | val_loss: 0.0312844 | Time: 6897.42 ms [2022-01-06 16:41:21 main:574] : INFO : Epoch 1566 | loss: 0.0310184 | val_loss: 0.0312588 | Time: 6919.3 ms [2022-01-06 16:41:28 main:574] : INFO : Epoch 1567 | loss: 0.0310294 | val_loss: 0.0312347 | Time: 6967.6 ms [2022-01-06 16:41:35 main:574] : INFO : Epoch 1568 | loss: 0.0310379 | val_loss: 0.0312413 | Time: 6917.89 ms [2022-01-06 16:41:42 main:574] : INFO : Epoch 1569 | loss: 0.031029 | val_loss: 0.0312641 | Time: 6916.72 ms [2022-01-06 16:41:49 main:574] : INFO : Epoch 1570 | loss: 0.0310248 | val_loss: 0.0312626 | Time: 6921.49 ms [2022-01-06 16:41:56 main:574] : INFO : Epoch 1571 | loss: 0.0310269 | val_loss: 0.0312516 | Time: 6914.46 ms [2022-01-06 16:42:02 main:574] : INFO : Epoch 1572 | loss: 0.0310254 | val_loss: 0.0312529 | Time: 6923.75 ms [2022-01-06 16:42:09 main:574] : INFO : Epoch 1573 | loss: 0.0310197 | val_loss: 0.0312415 | Time: 6926.63 ms [2022-01-06 16:42:16 main:574] : INFO : Epoch 1574 | loss: 0.0310148 | val_loss: 0.0312772 | Time: 6938.67 ms [2022-01-06 16:42:23 main:574] : INFO : Epoch 1575 | loss: 0.031016 | val_loss: 0.0312651 | Time: 6924.55 ms [2022-01-06 16:42:30 main:574] : INFO : Epoch 1576 | loss: 0.0310155 | val_loss: 0.0312513 | Time: 6952.1 ms [2022-01-06 16:42:37 main:574] : INFO : Epoch 1577 | loss: 0.0310161 | val_loss: 0.0312561 | Time: 6938.87 ms [2022-01-06 16:42:44 main:574] : INFO : Epoch 1578 | loss: 0.0310184 | val_loss: 0.0312739 | Time: 7274.73 ms [2022-01-06 16:42:51 main:574] : INFO : Epoch 1579 | loss: 0.0310168 | val_loss: 0.0313003 | Time: 6918.5 ms [2022-01-06 16:43:07 main:574] : INFO : Epoch 1580 | loss: 0.0310184 | val_loss: 0.0312558 | Time: 16076.2 ms [2022-01-06 16:43:23 main:574] : INFO : Epoch 1581 | loss: 0.0310141 | val_loss: 0.0312707 | Time: 15436.1 ms [2022-01-06 16:43:37 main:574] : INFO : Epoch 1582 | loss: 0.0310219 | val_loss: 0.0312798 | Time: 14231.6 ms [2022-01-06 16:43:52 main:574] : INFO : Epoch 1583 | loss: 0.031023 | val_loss: 0.0312522 | Time: 14238.3 ms [2022-01-06 16:43:59 main:574] : INFO : Epoch 1584 | loss: 0.0310173 | val_loss: 0.0312593 | Time: 7302.38 ms [2022-01-06 16:44:06 main:574] : INFO : Epoch 1585 | loss: 0.0310168 | val_loss: 0.0312683 | Time: 7030 ms [2022-01-06 16:44:13 main:574] : INFO : Epoch 1586 | loss: 0.0310127 | val_loss: 0.0312748 | Time: 6986.26 ms [2022-01-06 16:44:20 main:574] : INFO : Epoch 1587 | loss: 0.0310171 | val_loss: 0.0312568 | Time: 7021.7 ms [2022-01-06 16:44:27 main:574] : INFO : Epoch 1588 | loss: 0.0310483 | val_loss: 0.031226 | Time: 7317.18 ms [2022-01-06 16:44:35 main:574] : INFO : Epoch 1589 | loss: 0.0310661 | val_loss: 0.0312515 | Time: 7929.65 ms [2022-01-06 16:44:43 main:574] : INFO : Epoch 1590 | loss: 0.0310373 | val_loss: 0.0312678 | Time: 7809.41 ms [2022-01-06 16:44:51 main:574] : INFO : Epoch 1591 | loss: 0.0310283 | val_loss: 0.0312997 | Time: 7729.28 ms [2022-01-06 16:44:58 main:574] : INFO : Epoch 1592 | loss: 0.0310314 | val_loss: 0.031265 | Time: 6989.33 ms [2022-01-06 16:45:05 main:574] : INFO : Epoch 1593 | loss: 0.0310221 | val_loss: 0.0312495 | Time: 7441.76 ms [2022-01-06 16:45:13 main:574] : INFO : Epoch 1594 | loss: 0.0310226 | val_loss: 0.0312515 | Time: 7936.83 ms [2022-01-06 16:45:20 main:574] : INFO : Epoch 1595 | loss: 0.0310203 | val_loss: 0.0312658 | Time: 7004.53 ms [2022-01-06 16:45:27 main:574] : INFO : Epoch 1596 | loss: 0.03102 | val_loss: 0.0312401 | Time: 7081.97 ms [2022-01-06 16:45:35 main:574] : INFO : Epoch 1597 | loss: 0.0310219 | val_loss: 0.0313077 | Time: 7523.79 ms [2022-01-06 16:45:42 main:574] : INFO : Epoch 1598 | loss: 0.0310291 | val_loss: 0.0312531 | Time: 7080.2 ms [2022-01-06 16:45:49 main:574] : INFO : Epoch 1599 | loss: 0.0310306 | val_loss: 0.0312407 | Time: 7297.96 ms [2022-01-06 16:45:56 main:574] : INFO : Epoch 1600 | loss: 0.0310314 | val_loss: 0.0312439 | Time: 7165.3 ms [2022-01-06 16:46:04 main:574] : INFO : Epoch 1601 | loss: 0.031014 | val_loss: 0.0312641 | Time: 7424.82 ms [2022-01-06 16:46:14 main:574] : INFO : Epoch 1602 | loss: 0.0310061 | val_loss: 0.0312927 | Time: 10424 ms [2022-01-06 16:46:46 main:574] : INFO : Epoch 1603 | loss: 0.0310215 | val_loss: 0.0312673 | Time: 31849.1 ms [2022-01-06 16:46:53 main:574] : INFO : Epoch 1604 | loss: 0.0310258 | val_loss: 0.0312811 | Time: 7021.03 ms [2022-01-06 16:47:00 main:574] : INFO : Epoch 1605 | loss: 0.0310192 | val_loss: 0.0312536 | Time: 7010.58 ms [2022-01-06 16:47:07 main:574] : INFO : Epoch 1606 | loss: 0.0310139 | val_loss: 0.0312483 | Time: 6976.58 ms [2022-01-06 16:47:14 main:574] : INFO : Epoch 1607 | loss: 0.0310163 | val_loss: 0.031276 | Time: 6987.83 ms [2022-01-06 16:47:21 main:574] : INFO : Epoch 1608 | loss: 0.0310117 | val_loss: 0.0312691 | Time: 7156.53 ms [2022-01-06 16:47:28 main:574] : INFO : Epoch 1609 | loss: 0.0310125 | val_loss: 0.0312854 | Time: 7078.31 ms [2022-01-06 16:47:36 main:574] : INFO : Epoch 1610 | loss: 0.0310156 | val_loss: 0.031226 | Time: 7187 ms [2022-01-06 16:47:43 main:574] : INFO : Epoch 1611 | loss: 0.0310199 | val_loss: 0.0312634 | Time: 7110.34 ms [2022-01-06 16:47:50 main:574] : INFO : Epoch 1612 | loss: 0.0310214 | val_loss: 0.0312799 | Time: 7123.16 ms [2022-01-06 16:47:57 main:574] : INFO : Epoch 1613 | loss: 0.0310206 | val_loss: 0.0312417 | Time: 7476.71 ms [2022-01-06 16:48:05 main:574] : INFO : Epoch 1614 | loss: 0.0310186 | val_loss: 0.0312836 | Time: 7777.73 ms [2022-01-06 16:48:12 main:574] : INFO : Epoch 1615 | loss: 0.0310226 | val_loss: 0.0312721 | Time: 7116.22 ms [2022-01-06 16:48:19 main:574] : INFO : Epoch 1616 | loss: 0.0310146 | val_loss: 0.0312739 | Time: 7198.72 ms [2022-01-06 16:48:27 main:574] : INFO : Epoch 1617 | loss: 0.0310187 | val_loss: 0.0312732 | Time: 7593.86 ms [2022-01-06 16:48:34 main:574] : INFO : Epoch 1618 | loss: 0.031018 | val_loss: 0.0312673 | Time: 7273.41 ms [2022-01-06 16:48:42 main:574] : INFO : Epoch 1619 | loss: 0.0310109 | val_loss: 0.0312796 | Time: 7447.76 ms [2022-01-06 16:48:49 main:574] : INFO : Epoch 1620 | loss: 0.0310086 | val_loss: 0.031288 | Time: 7477.67 ms [2022-01-06 16:48:58 main:574] : INFO : Epoch 1621 | loss: 0.0310081 | val_loss: 0.03129 | Time: 8272.05 ms [2022-01-06 16:49:05 main:574] : INFO : Epoch 1622 | loss: 0.0310169 | val_loss: 0.0312605 | Time: 7614.88 ms [2022-01-06 16:49:12 main:574] : INFO : Epoch 1623 | loss: 0.0310206 | val_loss: 0.0313044 | Time: 7190.1 ms [2022-01-06 16:49:20 main:574] : INFO : Epoch 1624 | loss: 0.031022 | val_loss: 0.0312706 | Time: 7195.84 ms [2022-01-06 16:49:27 main:574] : INFO : Epoch 1625 | loss: 0.031028 | val_loss: 0.0312783 | Time: 7239.71 ms [2022-01-06 16:49:34 main:574] : INFO : Epoch 1626 | loss: 0.0310118 | val_loss: 0.0312709 | Time: 7292.7 ms [2022-01-06 16:49:41 main:574] : INFO : Epoch 1627 | loss: 0.0310068 | val_loss: 0.0312975 | Time: 7249.51 ms [2022-01-06 16:49:49 main:574] : INFO : Epoch 1628 | loss: 0.0310164 | val_loss: 0.0312482 | Time: 7212.21 ms [2022-01-06 16:49:56 main:574] : INFO : Epoch 1629 | loss: 0.0310294 | val_loss: 0.0312183 | Time: 7234.18 ms [2022-01-06 16:50:05 main:574] : INFO : Epoch 1630 | loss: 0.031073 | val_loss: 0.0312431 | Time: 8688.47 ms [2022-01-06 16:50:12 main:574] : INFO : Epoch 1631 | loss: 0.0310472 | val_loss: 0.0312569 | Time: 7366.88 ms [2022-01-06 16:50:19 main:574] : INFO : Epoch 1632 | loss: 0.031027 | val_loss: 0.031283 | Time: 7323.61 ms [2022-01-06 16:50:27 main:574] : INFO : Epoch 1633 | loss: 0.0310182 | val_loss: 0.0312942 | Time: 7760.89 ms [2022-01-06 16:50:37 main:574] : INFO : Epoch 1634 | loss: 0.0310151 | val_loss: 0.0312795 | Time: 10473 ms [2022-01-06 16:50:45 main:574] : INFO : Epoch 1635 | loss: 0.0310104 | val_loss: 0.0312657 | Time: 7533.51 ms [2022-01-06 16:50:52 main:574] : INFO : Epoch 1636 | loss: 0.0310186 | val_loss: 0.0312995 | Time: 7387.28 ms [2022-01-06 16:51:00 main:574] : INFO : Epoch 1637 | loss: 0.0310065 | val_loss: 0.0312779 | Time: 7154.94 ms [2022-01-06 16:51:31 main:574] : INFO : Epoch 1638 | loss: 0.0310091 | val_loss: 0.0312719 | Time: 30998 ms [2022-01-06 16:51:38 main:574] : INFO : Epoch 1639 | loss: 0.0310187 | val_loss: 0.0312473 | Time: 7105.9 ms [2022-01-06 16:51:45 main:574] : INFO : Epoch 1640 | loss: 0.0310329 | val_loss: 0.0312697 | Time: 7252.84 ms [2022-01-06 16:51:53 main:574] : INFO : Epoch 1641 | loss: 0.0310243 | val_loss: 0.0312661 | Time: 8248.14 ms [2022-01-06 16:52:05 main:574] : INFO : Epoch 1642 | loss: 0.0310119 | val_loss: 0.0312861 | Time: 12069.7 ms [2022-01-06 16:52:13 main:574] : INFO : Epoch 1643 | loss: 0.031018 | val_loss: 0.0312669 | Time: 7348.58 ms [2022-01-06 16:52:20 main:574] : INFO : Epoch 1644 | loss: 0.0310211 | val_loss: 0.0312757 | Time: 7495.78 ms [2022-01-06 16:52:28 main:574] : INFO : Epoch 1645 | loss: 0.0310157 | val_loss: 0.031288 | Time: 7366.03 ms [2022-01-06 16:52:35 main:574] : INFO : Epoch 1646 | loss: 0.0310101 | val_loss: 0.0312615 | Time: 7179.53 ms [2022-01-06 16:52:42 main:574] : INFO : Epoch 1647 | loss: 0.0310171 | val_loss: 0.0312568 | Time: 7375.44 ms [2022-01-06 16:52:49 main:574] : INFO : Epoch 1648 | loss: 0.0310153 | val_loss: 0.0312664 | Time: 7323.35 ms [2022-01-06 16:52:57 main:574] : INFO : Epoch 1649 | loss: 0.0310164 | val_loss: 0.0312814 | Time: 7366.56 ms [2022-01-06 16:53:06 main:574] : INFO : Epoch 1650 | loss: 0.0310203 | val_loss: 0.0312887 | Time: 8791.54 ms [2022-01-06 16:53:13 main:574] : INFO : Epoch 1651 | loss: 0.0310183 | val_loss: 0.0312764 | Time: 7369.33 ms [2022-01-06 16:53:20 main:574] : INFO : Epoch 1652 | loss: 0.0310149 | val_loss: 0.0312757 | Time: 7492.37 ms [2022-01-06 16:53:28 main:574] : INFO : Epoch 1653 | loss: 0.0310283 | val_loss: 0.0312836 | Time: 7296.84 ms [2022-01-06 16:53:35 main:574] : INFO : Epoch 1654 | loss: 0.0310333 | val_loss: 0.031297 | Time: 7301.61 ms [2022-01-06 16:53:42 main:574] : INFO : Epoch 1655 | loss: 0.0310216 | val_loss: 0.0312553 | Time: 7367.89 ms [2022-01-06 16:53:50 main:574] : INFO : Epoch 1656 | loss: 0.0310159 | val_loss: 0.0312355 | Time: 7357.48 ms [2022-01-06 16:53:57 main:574] : INFO : Epoch 1657 | loss: 0.0310091 | val_loss: 0.0312672 | Time: 7319.64 ms [2022-01-06 16:54:04 main:574] : INFO : Epoch 1658 | loss: 0.0310115 | val_loss: 0.0312928 | Time: 7247 ms [2022-01-06 16:54:12 main:574] : INFO : Epoch 1659 | loss: 0.031014 | val_loss: 0.0312456 | Time: 7399.27 ms [2022-01-06 16:54:19 main:574] : INFO : Epoch 1660 | loss: 0.0310239 | val_loss: 0.0312568 | Time: 7297.08 ms [2022-01-06 16:54:26 main:574] : INFO : Epoch 1661 | loss: 0.0310296 | val_loss: 0.0312524 | Time: 7319.72 ms [2022-01-06 16:54:34 main:574] : INFO : Epoch 1662 | loss: 0.0310297 | val_loss: 0.0312666 | Time: 7360.49 ms [2022-01-06 16:54:41 main:574] : INFO : Epoch 1663 | loss: 0.0310212 | val_loss: 0.0312696 | Time: 7404.15 ms [2022-01-06 16:54:49 main:574] : INFO : Epoch 1664 | loss: 0.0310153 | val_loss: 0.0312568 | Time: 7391.52 ms [2022-01-06 16:54:56 main:574] : INFO : Epoch 1665 | loss: 0.0310335 | val_loss: 0.0312859 | Time: 7479.84 ms [2022-01-06 16:55:09 main:574] : INFO : Epoch 1666 | loss: 0.0310492 | val_loss: 0.0312503 | Time: 12547.4 ms [2022-01-06 16:55:16 main:574] : INFO : Epoch 1667 | loss: 0.0310565 | val_loss: 0.031248 | Time: 7251.67 ms [2022-01-06 16:55:23 main:574] : INFO : Epoch 1668 | loss: 0.0310375 | val_loss: 0.031261 | Time: 7228.16 ms [2022-01-06 16:55:30 main:574] : INFO : Epoch 1669 | loss: 0.0310216 | val_loss: 0.0312919 | Time: 7286.84 ms [2022-01-06 16:55:40 main:574] : INFO : Epoch 1670 | loss: 0.0310167 | val_loss: 0.0312779 | Time: 9050.01 ms [2022-01-06 16:55:47 main:574] : INFO : Epoch 1671 | loss: 0.0310153 | val_loss: 0.0312823 | Time: 7434.17 ms [2022-01-06 16:55:54 main:574] : INFO : Epoch 1672 | loss: 0.0310133 | val_loss: 0.0312559 | Time: 7228.05 ms [2022-01-06 16:56:01 main:574] : INFO : Epoch 1673 | loss: 0.0310176 | val_loss: 0.031257 | Time: 7285.4 ms [2022-01-06 16:56:09 main:574] : INFO : Epoch 1674 | loss: 0.0310149 | val_loss: 0.0312727 | Time: 7444.56 ms [2022-01-06 16:56:16 main:574] : INFO : Epoch 1675 | loss: 0.0310149 | val_loss: 0.0312807 | Time: 7256.71 ms [2022-01-06 16:56:23 main:574] : INFO : Epoch 1676 | loss: 0.0310195 | val_loss: 0.0312533 | Time: 7298.87 ms [2022-01-06 16:56:31 main:574] : INFO : Epoch 1677 | loss: 0.0310373 | val_loss: 0.0312659 | Time: 7307.16 ms [2022-01-06 16:56:38 main:574] : INFO : Epoch 1678 | loss: 0.0310266 | val_loss: 0.0312569 | Time: 7526.29 ms [2022-01-06 16:56:46 main:574] : INFO : Epoch 1679 | loss: 0.0310267 | val_loss: 0.0312762 | Time: 7490.85 ms [2022-01-06 16:56:53 main:574] : INFO : Epoch 1680 | loss: 0.0310127 | val_loss: 0.0312713 | Time: 7546.39 ms [2022-01-06 16:57:01 main:574] : INFO : Epoch 1681 | loss: 0.0310109 | val_loss: 0.0312769 | Time: 8019.63 ms [2022-01-06 16:57:10 main:574] : INFO : Epoch 1682 | loss: 0.0310112 | val_loss: 0.031272 | Time: 8422.18 ms [2022-01-06 16:57:17 main:574] : INFO : Epoch 1683 | loss: 0.031012 | val_loss: 0.0312864 | Time: 7282.39 ms [2022-01-06 16:57:24 main:574] : INFO : Epoch 1684 | loss: 0.0310079 | val_loss: 0.0312502 | Time: 7355.99 ms [2022-01-06 16:57:32 main:574] : INFO : Epoch 1685 | loss: 0.0310174 | val_loss: 0.0312885 | Time: 7343.07 ms [2022-01-06 16:57:39 main:574] : INFO : Epoch 1686 | loss: 0.0310123 | val_loss: 0.0312729 | Time: 7393.25 ms [2022-01-06 16:57:47 main:574] : INFO : Epoch 1687 | loss: 0.0310154 | val_loss: 0.0312686 | Time: 7373.46 ms [2022-01-06 16:57:54 main:574] : INFO : Epoch 1688 | loss: 0.0310172 | val_loss: 0.0312813 | Time: 7393.2 ms [2022-01-06 16:58:05 main:574] : INFO : Epoch 1689 | loss: 0.03102 | val_loss: 0.0312779 | Time: 10978.2 ms [2022-01-06 16:58:12 main:574] : INFO : Epoch 1690 | loss: 0.0310231 | val_loss: 0.031288 | Time: 7362.36 ms [2022-01-06 16:58:20 main:574] : INFO : Epoch 1691 | loss: 0.0310167 | val_loss: 0.0312985 | Time: 7472.79 ms [2022-01-06 16:58:27 main:574] : INFO : Epoch 1692 | loss: 0.0310209 | val_loss: 0.0313033 | Time: 7302.79 ms [2022-01-06 16:58:36 main:574] : INFO : Epoch 1693 | loss: 0.0310249 | val_loss: 0.0312882 | Time: 8586.21 ms [2022-01-06 16:58:44 main:574] : INFO : Epoch 1694 | loss: 0.0310214 | val_loss: 0.0312675 | Time: 7784.43 ms [2022-01-06 16:58:52 main:574] : INFO : Epoch 1695 | loss: 0.0310165 | val_loss: 0.0312667 | Time: 8719.7 ms [2022-01-06 16:59:00 main:574] : INFO : Epoch 1696 | loss: 0.0310226 | val_loss: 0.0312997 | Time: 7266.18 ms [2022-01-06 16:59:07 main:574] : INFO : Epoch 1697 | loss: 0.0310138 | val_loss: 0.0312772 | Time: 7301.51 ms [2022-01-06 16:59:14 main:574] : INFO : Epoch 1698 | loss: 0.0310104 | val_loss: 0.03126 | Time: 7255.62 ms [2022-01-06 16:59:21 main:574] : INFO : Epoch 1699 | loss: 0.0310097 | val_loss: 0.0312856 | Time: 7261.76 ms [2022-01-06 16:59:29 main:574] : INFO : Epoch 1700 | loss: 0.0310102 | val_loss: 0.0312819 | Time: 7264.41 ms [2022-01-06 16:59:36 main:574] : INFO : Epoch 1701 | loss: 0.0310098 | val_loss: 0.0312546 | Time: 7280.97 ms [2022-01-06 16:59:43 main:574] : INFO : Epoch 1702 | loss: 0.0310092 | val_loss: 0.0312933 | Time: 7245.37 ms [2022-01-06 16:59:50 main:574] : INFO : Epoch 1703 | loss: 0.031022 | val_loss: 0.0312798 | Time: 7262.78 ms [2022-01-06 16:59:58 main:574] : INFO : Epoch 1704 | loss: 0.031011 | val_loss: 0.0312858 | Time: 7257.99 ms [2022-01-06 17:00:05 main:574] : INFO : Epoch 1705 | loss: 0.0310204 | val_loss: 0.0312557 | Time: 7330.52 ms [2022-01-06 17:00:12 main:574] : INFO : Epoch 1706 | loss: 0.0310229 | val_loss: 0.031264 | Time: 7252.58 ms [2022-01-06 17:00:20 main:574] : INFO : Epoch 1707 | loss: 0.0310123 | val_loss: 0.0312946 | Time: 7277.95 ms [2022-01-06 17:00:27 main:574] : INFO : Epoch 1708 | loss: 0.0310116 | val_loss: 0.0312677 | Time: 7271.94 ms [2022-01-06 17:00:34 main:574] : INFO : Epoch 1709 | loss: 0.0310178 | val_loss: 0.0312913 | Time: 7281.28 ms [2022-01-06 17:00:41 main:574] : INFO : Epoch 1710 | loss: 0.0310249 | val_loss: 0.0312634 | Time: 7270.56 ms [2022-01-06 17:00:49 main:574] : INFO : Epoch 1711 | loss: 0.0310215 | val_loss: 0.0312579 | Time: 7466.99 ms [2022-01-06 17:00:57 main:574] : INFO : Epoch 1712 | loss: 0.0310192 | val_loss: 0.0312532 | Time: 7571.52 ms [2022-01-06 17:01:04 main:574] : INFO : Epoch 1713 | loss: 0.031012 | val_loss: 0.0312632 | Time: 7261.43 ms [2022-01-06 17:01:12 main:574] : INFO : Epoch 1714 | loss: 0.0310149 | val_loss: 0.031282 | Time: 7901.19 ms [2022-01-06 17:01:19 main:574] : INFO : Epoch 1715 | loss: 0.0310265 | val_loss: 0.0312803 | Time: 7553.77 ms [2022-01-06 17:01:28 main:574] : INFO : Epoch 1716 | loss: 0.0310313 | val_loss: 0.031261 | Time: 8463.91 ms [2022-01-06 17:01:35 main:574] : INFO : Epoch 1717 | loss: 0.0310249 | val_loss: 0.0312479 | Time: 7693.05 ms [2022-01-06 17:01:43 main:574] : INFO : Epoch 1718 | loss: 0.0310164 | val_loss: 0.0312831 | Time: 7304.18 ms [2022-01-06 17:01:50 main:574] : INFO : Epoch 1719 | loss: 0.0310113 | val_loss: 0.0312769 | Time: 7283.41 ms [2022-01-06 17:01:57 main:574] : INFO : Epoch 1720 | loss: 0.0310192 | val_loss: 0.0312453 | Time: 7258.87 ms [2022-01-06 17:02:05 main:574] : INFO : Epoch 1721 | loss: 0.0310274 | val_loss: 0.0312708 | Time: 7559.42 ms [2022-01-06 17:02:12 main:574] : INFO : Epoch 1722 | loss: 0.031027 | val_loss: 0.0312617 | Time: 7311.11 ms [2022-01-06 17:02:19 main:574] : INFO : Epoch 1723 | loss: 0.0310187 | val_loss: 0.0312661 | Time: 7253.14 ms [2022-01-06 17:02:27 main:574] : INFO : Epoch 1724 | loss: 0.0310174 | val_loss: 0.0312617 | Time: 7248.05 ms [2022-01-06 17:02:34 main:574] : INFO : Epoch 1725 | loss: 0.0310278 | val_loss: 0.0312597 | Time: 7254.53 ms [2022-01-06 17:02:41 main:574] : INFO : Epoch 1726 | loss: 0.0310201 | val_loss: 0.0312887 | Time: 7264.34 ms [2022-01-06 17:02:49 main:574] : INFO : Epoch 1727 | loss: 0.0310139 | val_loss: 0.0312807 | Time: 7267.75 ms [2022-01-06 17:02:56 main:574] : INFO : Epoch 1728 | loss: 0.0310211 | val_loss: 0.0312406 | Time: 7273.95 ms [2022-01-06 17:03:03 main:574] : INFO : Epoch 1729 | loss: 0.0310224 | val_loss: 0.0312585 | Time: 7264.87 ms [2022-01-06 17:03:10 main:574] : INFO : Epoch 1730 | loss: 0.0310308 | val_loss: 0.0312655 | Time: 7255.52 ms [2022-01-06 17:03:18 main:574] : INFO : Epoch 1731 | loss: 0.0310243 | val_loss: 0.0312936 | Time: 7265.77 ms [2022-01-06 17:03:25 main:574] : INFO : Epoch 1732 | loss: 0.0310209 | val_loss: 0.0312973 | Time: 7256.39 ms [2022-01-06 17:03:32 main:574] : INFO : Epoch 1733 | loss: 0.0310291 | val_loss: 0.0312728 | Time: 7271.1 ms [2022-01-06 17:03:39 main:574] : INFO : Epoch 1734 | loss: 0.0310155 | val_loss: 0.0312653 | Time: 7274.2 ms [2022-01-06 17:03:47 main:574] : INFO : Epoch 1735 | loss: 0.0310167 | val_loss: 0.0312721 | Time: 7262.44 ms [2022-01-06 17:03:54 main:574] : INFO : Epoch 1736 | loss: 0.031012 | val_loss: 0.0312805 | Time: 7264.82 ms [2022-01-06 17:04:01 main:574] : INFO : Epoch 1737 | loss: 0.0310144 | val_loss: 0.0312531 | Time: 7268.94 ms [2022-01-06 17:04:09 main:574] : INFO : Epoch 1738 | loss: 0.0310219 | val_loss: 0.0312475 | Time: 7248.24 ms [2022-01-06 17:04:16 main:574] : INFO : Epoch 1739 | loss: 0.0310118 | val_loss: 0.0312548 | Time: 7270.04 ms [2022-01-06 17:04:23 main:574] : INFO : Epoch 1740 | loss: 0.0310136 | val_loss: 0.0312681 | Time: 7257.65 ms [2022-01-06 17:04:30 main:574] : INFO : Epoch 1741 | loss: 0.0310239 | val_loss: 0.0313237 | Time: 7252.37 ms [2022-01-06 17:04:38 main:574] : INFO : Epoch 1742 | loss: 0.0310401 | val_loss: 0.0313136 | Time: 7262.02 ms [2022-01-06 17:04:45 main:574] : INFO : Epoch 1743 | loss: 0.0318805 | val_loss: 0.0350307 | Time: 7251.49 ms [2022-01-06 17:04:52 main:574] : INFO : Epoch 1744 | loss: 0.0342762 | val_loss: 0.0317593 | Time: 7259.21 ms [2022-01-06 17:04:59 main:574] : INFO : Epoch 1745 | loss: 0.0315597 | val_loss: 0.0313402 | Time: 7246.67 ms [2022-01-06 17:05:07 main:574] : INFO : Epoch 1746 | loss: 0.0312873 | val_loss: 0.0312642 | Time: 7269.6 ms [2022-01-06 17:05:14 main:574] : INFO : Epoch 1747 | loss: 0.0312525 | val_loss: 0.0312445 | Time: 7265.2 ms [2022-01-06 17:05:21 main:574] : INFO : Epoch 1748 | loss: 0.0312427 | val_loss: 0.0312387 | Time: 7259.06 ms [2022-01-06 17:05:29 main:574] : INFO : Epoch 1749 | loss: 0.0312355 | val_loss: 0.0312304 | Time: 7258.64 ms [2022-01-06 17:05:36 main:574] : INFO : Epoch 1750 | loss: 0.0312266 | val_loss: 0.0312197 | Time: 7263.84 ms [2022-01-06 17:05:43 main:574] : INFO : Epoch 1751 | loss: 0.031216 | val_loss: 0.0312076 | Time: 7271.03 ms [2022-01-06 17:05:50 main:574] : INFO : Epoch 1752 | loss: 0.0312045 | val_loss: 0.0311983 | Time: 7250.94 ms [2022-01-06 17:05:58 main:574] : INFO : Epoch 1753 | loss: 0.0311962 | val_loss: 0.0311915 | Time: 7255.22 ms [2022-01-06 17:06:05 main:574] : INFO : Epoch 1754 | loss: 0.0311904 | val_loss: 0.0311868 | Time: 7307.25 ms [2022-01-06 17:06:12 main:574] : INFO : Epoch 1755 | loss: 0.0311885 | val_loss: 0.0311838 | Time: 7447.43 ms [2022-01-06 17:06:20 main:574] : INFO : Epoch 1756 | loss: 0.0311861 | val_loss: 0.0311844 | Time: 7252.38 ms [2022-01-06 17:06:27 main:574] : INFO : Epoch 1757 | loss: 0.031181 | val_loss: 0.0311793 | Time: 7274.82 ms [2022-01-06 17:06:34 main:574] : INFO : Epoch 1758 | loss: 0.0311773 | val_loss: 0.0311761 | Time: 7261.24 ms [2022-01-06 17:06:41 main:574] : INFO : Epoch 1759 | loss: 0.0311735 | val_loss: 0.0311743 | Time: 7255.85 ms [2022-01-06 17:06:49 main:574] : INFO : Epoch 1760 | loss: 0.0311706 | val_loss: 0.0311724 | Time: 7264.15 ms [2022-01-06 17:06:56 main:574] : INFO : Epoch 1761 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 7240.42 ms [2022-01-06 17:07:03 main:574] : INFO : Epoch 1762 | loss: 0.0311718 | val_loss: 0.0311704 | Time: 7257.47 ms [2022-01-06 17:07:10 main:574] : INFO : Epoch 1763 | loss: 0.0311688 | val_loss: 0.0311743 | Time: 7274.09 ms [2022-01-06 17:07:18 main:574] : INFO : Epoch 1764 | loss: 0.0311654 | val_loss: 0.031169 | Time: 7261.1 ms [2022-01-06 17:07:25 main:574] : INFO : Epoch 1765 | loss: 0.0311639 | val_loss: 0.0311688 | Time: 7273.81 ms [2022-01-06 17:07:32 main:574] : INFO : Epoch 1766 | loss: 0.0311647 | val_loss: 0.0311667 | Time: 7255.07 ms [2022-01-06 17:07:40 main:574] : INFO : Epoch 1767 | loss: 0.0311635 | val_loss: 0.0311669 | Time: 7249.11 ms [2022-01-06 17:07:47 main:574] : INFO : Epoch 1768 | loss: 0.0311612 | val_loss: 0.031166 | Time: 7285.15 ms [2022-01-06 17:07:54 main:574] : INFO : Epoch 1769 | loss: 0.0311596 | val_loss: 0.0311699 | Time: 7266.87 ms [2022-01-06 17:08:01 main:574] : INFO : Epoch 1770 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 7257.33 ms [2022-01-06 17:08:09 main:574] : INFO : Epoch 1771 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 7246.37 ms [2022-01-06 17:08:16 main:574] : INFO : Epoch 1772 | loss: 0.0311615 | val_loss: 0.0311676 | Time: 7258.28 ms [2022-01-06 17:08:23 main:574] : INFO : Epoch 1773 | loss: 0.031159 | val_loss: 0.0311651 | Time: 7274.03 ms [2022-01-06 17:08:31 main:574] : INFO : Epoch 1774 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 7279.4 ms [2022-01-06 17:08:38 main:574] : INFO : Epoch 1775 | loss: 0.0311552 | val_loss: 0.0311731 | Time: 7243.1 ms [2022-01-06 17:08:45 main:574] : INFO : Epoch 1776 | loss: 0.0311572 | val_loss: 0.0311646 | Time: 7249.53 ms [2022-01-06 17:08:52 main:574] : INFO : Epoch 1777 | loss: 0.0311543 | val_loss: 0.0311642 | Time: 7271.53 ms [2022-01-06 17:09:00 main:574] : INFO : Epoch 1778 | loss: 0.0311539 | val_loss: 0.0311634 | Time: 7396.63 ms [2022-01-06 17:09:07 main:574] : INFO : Epoch 1779 | loss: 0.0311531 | val_loss: 0.0311635 | Time: 7277.44 ms [2022-01-06 17:09:14 main:574] : INFO : Epoch 1780 | loss: 0.0311528 | val_loss: 0.0311632 | Time: 7278.91 ms [2022-01-06 17:09:21 main:574] : INFO : Epoch 1781 | loss: 0.0311524 | val_loss: 0.0311659 | Time: 7245.29 ms [2022-01-06 17:09:29 main:574] : INFO : Epoch 1782 | loss: 0.0311521 | val_loss: 0.0311631 | Time: 7261.44 ms [2022-01-06 17:09:36 main:574] : INFO : Epoch 1783 | loss: 0.031152 | val_loss: 0.0311698 | Time: 7282.88 ms [2022-01-06 17:09:43 main:574] : INFO : Epoch 1784 | loss: 0.0311518 | val_loss: 0.0311634 | Time: 7251.42 ms [2022-01-06 17:09:51 main:574] : INFO : Epoch 1785 | loss: 0.0311527 | val_loss: 0.0311629 | Time: 7259.09 ms [2022-01-06 17:09:58 main:574] : INFO : Epoch 1786 | loss: 0.0311485 | val_loss: 0.0311631 | Time: 7250.21 ms [2022-01-06 17:10:05 main:574] : INFO : Epoch 1787 | loss: 0.0311483 | val_loss: 0.0311636 | Time: 7384.13 ms [2022-01-06 17:10:13 main:574] : INFO : Epoch 1788 | loss: 0.031148 | val_loss: 0.0311627 | Time: 7287.15 ms [2022-01-06 17:10:20 main:574] : INFO : Epoch 1789 | loss: 0.031147 | val_loss: 0.0311637 | Time: 7287.38 ms [2022-01-06 17:10:27 main:574] : INFO : Epoch 1790 | loss: 0.0311465 | val_loss: 0.0311632 | Time: 7267.29 ms [2022-01-06 17:10:34 main:574] : INFO : Epoch 1791 | loss: 0.0311456 | val_loss: 0.0311624 | Time: 7264.39 ms [2022-01-06 17:10:42 main:574] : INFO : Epoch 1792 | loss: 0.031146 | val_loss: 0.0311621 | Time: 7269.54 ms [2022-01-06 17:10:49 main:574] : INFO : Epoch 1793 | loss: 0.031145 | val_loss: 0.0311665 | Time: 7256.5 ms [2022-01-06 17:10:56 main:574] : INFO : Epoch 1794 | loss: 0.0311472 | val_loss: 0.0311628 | Time: 7245.1 ms [2022-01-06 17:11:03 main:574] : INFO : Epoch 1795 | loss: 0.0311452 | val_loss: 0.0311623 | Time: 7260.27 ms [2022-01-06 17:11:11 main:574] : INFO : Epoch 1796 | loss: 0.0311432 | val_loss: 0.0311621 | Time: 7240.02 ms [2022-01-06 17:11:18 main:574] : INFO : Epoch 1797 | loss: 0.0311436 | val_loss: 0.0311649 | Time: 7354.69 ms [2022-01-06 17:11:25 main:574] : INFO : Epoch 1798 | loss: 0.0311465 | val_loss: 0.0311701 | Time: 7240.14 ms [2022-01-06 17:11:33 main:574] : INFO : Epoch 1799 | loss: 0.0311475 | val_loss: 0.0311626 | Time: 7271.52 ms [2022-01-06 17:11:40 main:574] : INFO : Epoch 1800 | loss: 0.0311467 | val_loss: 0.0311618 | Time: 7268.93 ms [2022-01-06 17:11:47 main:574] : INFO : Epoch 1801 | loss: 0.0311427 | val_loss: 0.0311612 | Time: 7269.49 ms [2022-01-06 17:11:54 main:574] : INFO : Epoch 1802 | loss: 0.0311411 | val_loss: 0.0311623 | Time: 7246.67 ms [2022-01-06 17:12:02 main:574] : INFO : Epoch 1803 | loss: 0.0311402 | val_loss: 0.0311634 | Time: 7247.81 ms [2022-01-06 17:12:09 main:574] : INFO : Epoch 1804 | loss: 0.0311403 | val_loss: 0.0311631 | Time: 7250.33 ms [2022-01-06 17:12:16 main:574] : INFO : Epoch 1805 | loss: 0.0311385 | val_loss: 0.0311611 | Time: 7245.56 ms [2022-01-06 17:12:23 main:574] : INFO : Epoch 1806 | loss: 0.0311388 | val_loss: 0.0311647 | Time: 7247.27 ms [2022-01-06 17:12:31 main:574] : INFO : Epoch 1807 | loss: 0.0311391 | val_loss: 0.0311646 | Time: 7278.96 ms [2022-01-06 17:12:38 main:574] : INFO : Epoch 1808 | loss: 0.0311371 | val_loss: 0.0311661 | Time: 7249.19 ms [2022-01-06 17:12:45 main:574] : INFO : Epoch 1809 | loss: 0.0311361 | val_loss: 0.0311625 | Time: 7255.1 ms [2022-01-06 17:12:52 main:574] : INFO : Epoch 1810 | loss: 0.0311366 | val_loss: 0.031164 | Time: 7258.72 ms [2022-01-06 17:13:00 main:574] : INFO : Epoch 1811 | loss: 0.0311411 | val_loss: 0.0311638 | Time: 7268.73 ms [2022-01-06 17:13:07 main:574] : INFO : Epoch 1812 | loss: 0.0311358 | val_loss: 0.0311633 | Time: 7275.82 ms [2022-01-06 17:13:14 main:574] : INFO : Epoch 1813 | loss: 0.0311345 | val_loss: 0.031165 | Time: 7255.23 ms [2022-01-06 17:13:22 main:574] : INFO : Epoch 1814 | loss: 0.031134 | val_loss: 0.0311638 | Time: 7276.11 ms [2022-01-06 17:13:29 main:574] : INFO : Epoch 1815 | loss: 0.0311336 | val_loss: 0.031164 | Time: 7274.03 ms [2022-01-06 17:13:36 main:574] : INFO : Epoch 1816 | loss: 0.0311347 | val_loss: 0.0311653 | Time: 7268.17 ms [2022-01-06 17:13:43 main:574] : INFO : Epoch 1817 | loss: 0.031135 | val_loss: 0.0311649 | Time: 7275.28 ms [2022-01-06 17:13:51 main:574] : INFO : Epoch 1818 | loss: 0.0311334 | val_loss: 0.0311655 | Time: 7250.4 ms [2022-01-06 17:13:58 main:574] : INFO : Epoch 1819 | loss: 0.0311324 | val_loss: 0.0311657 | Time: 7248.7 ms [2022-01-06 17:14:05 main:574] : INFO : Epoch 1820 | loss: 0.031133 | val_loss: 0.0311648 | Time: 7259.96 ms [2022-01-06 17:14:12 main:574] : INFO : Epoch 1821 | loss: 0.0311348 | val_loss: 0.0311655 | Time: 7258.82 ms [2022-01-06 17:14:20 main:574] : INFO : Epoch 1822 | loss: 0.0311334 | val_loss: 0.0311626 | Time: 7274.23 ms [2022-01-06 17:14:27 main:574] : INFO : Epoch 1823 | loss: 0.0311333 | val_loss: 0.0311649 | Time: 7249.44 ms [2022-01-06 17:14:34 main:574] : INFO : Epoch 1824 | loss: 0.0311353 | val_loss: 0.0311649 | Time: 7244.6 ms [2022-01-06 17:14:42 main:574] : INFO : Epoch 1825 | loss: 0.0311305 | val_loss: 0.031165 | Time: 7277.96 ms [2022-01-06 17:14:49 main:574] : INFO : Epoch 1826 | loss: 0.0311298 | val_loss: 0.0311675 | Time: 7262.91 ms [2022-01-06 17:14:56 main:574] : INFO : Epoch 1827 | loss: 0.0311309 | val_loss: 0.031165 | Time: 7262.92 ms [2022-01-06 17:15:03 main:574] : INFO : Epoch 1828 | loss: 0.0311301 | val_loss: 0.0311657 | Time: 7291.92 ms [2022-01-06 17:15:11 main:574] : INFO : Epoch 1829 | loss: 0.0311374 | val_loss: 0.0311748 | Time: 7244.72 ms [2022-01-06 17:15:18 main:574] : INFO : Epoch 1830 | loss: 0.0311317 | val_loss: 0.0311687 | Time: 7258.15 ms [2022-01-06 17:15:25 main:574] : INFO : Epoch 1831 | loss: 0.0311303 | val_loss: 0.0311653 | Time: 7265.48 ms [2022-01-06 17:15:32 main:574] : INFO : Epoch 1832 | loss: 0.0311294 | val_loss: 0.0311661 | Time: 7286.74 ms [2022-01-06 17:15:40 main:574] : INFO : Epoch 1833 | loss: 0.0311293 | val_loss: 0.0311653 | Time: 7253.54 ms [2022-01-06 17:15:47 main:574] : INFO : Epoch 1834 | loss: 0.0311273 | val_loss: 0.0311653 | Time: 7249.03 ms [2022-01-06 17:15:54 main:574] : INFO : Epoch 1835 | loss: 0.0311266 | val_loss: 0.0311661 | Time: 7396.88 ms [2022-01-06 17:16:02 main:574] : INFO : Epoch 1836 | loss: 0.0311278 | val_loss: 0.0311684 | Time: 7250.14 ms [2022-01-06 17:16:09 main:574] : INFO : Epoch 1837 | loss: 0.031129 | val_loss: 0.0311662 | Time: 7245.78 ms [2022-01-06 17:16:16 main:574] : INFO : Epoch 1838 | loss: 0.0311272 | val_loss: 0.0311661 | Time: 7261.65 ms [2022-01-06 17:16:23 main:574] : INFO : Epoch 1839 | loss: 0.0311268 | val_loss: 0.0311662 | Time: 7260.18 ms [2022-01-06 17:16:31 main:574] : INFO : Epoch 1840 | loss: 0.0311248 | val_loss: 0.0311653 | Time: 7249.55 ms [2022-01-06 17:16:38 main:574] : INFO : Epoch 1841 | loss: 0.0311263 | val_loss: 0.0311646 | Time: 7261.69 ms [2022-01-06 17:16:45 main:574] : INFO : Epoch 1842 | loss: 0.0311263 | val_loss: 0.0311766 | Time: 7273.39 ms [2022-01-06 17:16:52 main:574] : INFO : Epoch 1843 | loss: 0.0311258 | val_loss: 0.0311725 | Time: 7243.43 ms [2022-01-06 17:17:00 main:574] : INFO : Epoch 1844 | loss: 0.0311277 | val_loss: 0.0311676 | Time: 7276.94 ms [2022-01-06 17:17:07 main:574] : INFO : Epoch 1845 | loss: 0.031127 | val_loss: 0.0311673 | Time: 7299.33 ms [2022-01-06 17:17:14 main:574] : INFO : Epoch 1846 | loss: 0.0311226 | val_loss: 0.0311726 | Time: 7256.42 ms [2022-01-06 17:17:22 main:574] : INFO : Epoch 1847 | loss: 0.0311229 | val_loss: 0.0311658 | Time: 7278.73 ms [2022-01-06 17:17:29 main:574] : INFO : Epoch 1848 | loss: 0.0311238 | val_loss: 0.031175 | Time: 7264.59 ms [2022-01-06 17:17:36 main:574] : INFO : Epoch 1849 | loss: 0.0311229 | val_loss: 0.0311693 | Time: 7265.87 ms [2022-01-06 17:17:43 main:574] : INFO : Epoch 1850 | loss: 0.0311223 | val_loss: 0.0311707 | Time: 7279.81 ms [2022-01-06 17:17:51 main:574] : INFO : Epoch 1851 | loss: 0.0311222 | val_loss: 0.0311682 | Time: 7263.88 ms [2022-01-06 17:17:58 main:574] : INFO : Epoch 1852 | loss: 0.0311209 | val_loss: 0.0311675 | Time: 7265.66 ms [2022-01-06 17:18:05 main:574] : INFO : Epoch 1853 | loss: 0.0311206 | val_loss: 0.0311709 | Time: 7268.61 ms [2022-01-06 17:18:13 main:574] : INFO : Epoch 1854 | loss: 0.0311214 | val_loss: 0.031171 | Time: 7274.3 ms [2022-01-06 17:18:20 main:574] : INFO : Epoch 1855 | loss: 0.0311217 | val_loss: 0.0311687 | Time: 7253.56 ms [2022-01-06 17:18:27 main:574] : INFO : Epoch 1856 | loss: 0.0311194 | val_loss: 0.0311698 | Time: 7248.3 ms [2022-01-06 17:18:34 main:574] : INFO : Epoch 1857 | loss: 0.0311193 | val_loss: 0.0311691 | Time: 7255.96 ms [2022-01-06 17:18:42 main:574] : INFO : Epoch 1858 | loss: 0.0311192 | val_loss: 0.0311739 | Time: 7273.34 ms [2022-01-06 17:18:49 main:574] : INFO : Epoch 1859 | loss: 0.0311199 | val_loss: 0.0311721 | Time: 7255.28 ms [2022-01-06 17:18:56 main:574] : INFO : Epoch 1860 | loss: 0.031119 | val_loss: 0.0311722 | Time: 7307.24 ms [2022-01-06 17:19:03 main:574] : INFO : Epoch 1861 | loss: 0.0311176 | val_loss: 0.0311686 | Time: 7254.82 ms [2022-01-06 17:19:11 main:574] : INFO : Epoch 1862 | loss: 0.0311184 | val_loss: 0.0311737 | Time: 7252.82 ms [2022-01-06 17:19:18 main:574] : INFO : Epoch 1863 | loss: 0.0311193 | val_loss: 0.0311733 | Time: 7292.95 ms [2022-01-06 17:19:25 main:574] : INFO : Epoch 1864 | loss: 0.0311195 | val_loss: 0.0311724 | Time: 7267.89 ms [2022-01-06 17:19:32 main:574] : INFO : Epoch 1865 | loss: 0.0311179 | val_loss: 0.0311695 | Time: 7262.46 ms [2022-01-06 17:19:40 main:574] : INFO : Epoch 1866 | loss: 0.0311186 | val_loss: 0.0311734 | Time: 7275.99 ms [2022-01-06 17:19:47 main:574] : INFO : Epoch 1867 | loss: 0.0311179 | val_loss: 0.0311755 | Time: 7272.22 ms [2022-01-06 17:19:54 main:574] : INFO : Epoch 1868 | loss: 0.0311191 | val_loss: 0.0311775 | Time: 7268.54 ms [2022-01-06 17:20:02 main:574] : INFO : Epoch 1869 | loss: 0.0311189 | val_loss: 0.0311714 | Time: 7310.9 ms [2022-01-06 17:20:09 main:574] : INFO : Epoch 1870 | loss: 0.0311192 | val_loss: 0.0311704 | Time: 7450.12 ms [2022-01-06 17:20:16 main:574] : INFO : Epoch 1871 | loss: 0.0311162 | val_loss: 0.0311743 | Time: 7250.87 ms [2022-01-06 17:20:24 main:574] : INFO : Epoch 1872 | loss: 0.0311156 | val_loss: 0.0311719 | Time: 7268.44 ms [2022-01-06 17:20:31 main:574] : INFO : Epoch 1873 | loss: 0.0311161 | val_loss: 0.0311776 | Time: 7244.36 ms [2022-01-06 17:20:38 main:574] : INFO : Epoch 1874 | loss: 0.0311171 | val_loss: 0.0311724 | Time: 7255.84 ms [2022-01-06 17:20:45 main:574] : INFO : Epoch 1875 | loss: 0.0311144 | val_loss: 0.0311768 | Time: 7270.79 ms [2022-01-06 17:20:53 main:574] : INFO : Epoch 1876 | loss: 0.0311143 | val_loss: 0.0311764 | Time: 7254.9 ms [2022-01-06 17:21:00 main:574] : INFO : Epoch 1877 | loss: 0.0311161 | val_loss: 0.0311693 | Time: 7249.59 ms [2022-01-06 17:21:07 main:574] : INFO : Epoch 1878 | loss: 0.031116 | val_loss: 0.0311721 | Time: 7313.79 ms [2022-01-06 17:21:15 main:574] : INFO : Epoch 1879 | loss: 0.0311171 | val_loss: 0.031169 | Time: 7256.75 ms [2022-01-06 17:21:22 main:574] : INFO : Epoch 1880 | loss: 0.0311164 | val_loss: 0.0311716 | Time: 7263.68 ms [2022-01-06 17:21:29 main:574] : INFO : Epoch 1881 | loss: 0.0311151 | val_loss: 0.0311702 | Time: 7260.62 ms [2022-01-06 17:21:36 main:574] : INFO : Epoch 1882 | loss: 0.0311151 | val_loss: 0.0311752 | Time: 7257.73 ms [2022-01-06 17:21:44 main:574] : INFO : Epoch 1883 | loss: 0.0311155 | val_loss: 0.0311771 | Time: 7256.84 ms [2022-01-06 17:21:51 main:574] : INFO : Epoch 1884 | loss: 0.0311144 | val_loss: 0.0311709 | Time: 7260.72 ms [2022-01-06 17:21:58 main:574] : INFO : Epoch 1885 | loss: 0.0311128 | val_loss: 0.0311717 | Time: 7268.81 ms [2022-01-06 17:22:05 main:574] : INFO : Epoch 1886 | loss: 0.0311136 | val_loss: 0.0311734 | Time: 7285.44 ms [2022-01-06 17:22:13 main:574] : INFO : Epoch 1887 | loss: 0.0311119 | val_loss: 0.0311718 | Time: 7272.48 ms [2022-01-06 17:22:20 main:574] : INFO : Epoch 1888 | loss: 0.0311155 | val_loss: 0.0311822 | Time: 7252.73 ms [2022-01-06 17:22:27 main:574] : INFO : Epoch 1889 | loss: 0.0311176 | val_loss: 0.0311738 | Time: 7281.44 ms [2022-01-06 17:22:35 main:574] : INFO : Epoch 1890 | loss: 0.0311151 | val_loss: 0.0311709 | Time: 7262.1 ms [2022-01-06 17:22:42 main:574] : INFO : Epoch 1891 | loss: 0.031112 | val_loss: 0.0311783 | Time: 7257.18 ms [2022-01-06 17:22:49 main:574] : INFO : Epoch 1892 | loss: 0.0311125 | val_loss: 0.0311743 | Time: 7265.48 ms [2022-01-06 17:22:56 main:574] : INFO : Epoch 1893 | loss: 0.0311135 | val_loss: 0.0311736 | Time: 7249.01 ms [2022-01-06 17:23:04 main:574] : INFO : Epoch 1894 | loss: 0.0311109 | val_loss: 0.03118 | Time: 7265.98 ms [2022-01-06 17:23:11 main:574] : INFO : Epoch 1895 | loss: 0.0311147 | val_loss: 0.031195 | Time: 7272.97 ms [2022-01-06 17:23:18 main:574] : INFO : Epoch 1896 | loss: 0.0311156 | val_loss: 0.0311774 | Time: 7260 ms [2022-01-06 17:23:25 main:574] : INFO : Epoch 1897 | loss: 0.0311139 | val_loss: 0.0311773 | Time: 7246.36 ms [2022-01-06 17:23:33 main:574] : INFO : Epoch 1898 | loss: 0.031113 | val_loss: 0.0311822 | Time: 7290.2 ms [2022-01-06 17:23:40 main:574] : INFO : Epoch 1899 | loss: 0.0311146 | val_loss: 0.0311723 | Time: 7246.71 ms [2022-01-06 17:23:47 main:574] : INFO : Epoch 1900 | loss: 0.0311137 | val_loss: 0.0311792 | Time: 7262.31 ms [2022-01-06 17:23:54 main:574] : INFO : Epoch 1901 | loss: 0.0311129 | val_loss: 0.0311767 | Time: 7262.42 ms [2022-01-06 17:24:02 main:574] : INFO : Epoch 1902 | loss: 0.0311138 | val_loss: 0.0311791 | Time: 7262.18 ms [2022-01-06 17:24:09 main:574] : INFO : Epoch 1903 | loss: 0.0311293 | val_loss: 0.0311731 | Time: 7248.16 ms [2022-01-06 17:24:16 main:574] : INFO : Epoch 1904 | loss: 0.0311209 | val_loss: 0.0311698 | Time: 7258.33 ms [2022-01-06 17:24:24 main:574] : INFO : Epoch 1905 | loss: 0.0311216 | val_loss: 0.0311758 | Time: 7318.8 ms [2022-01-06 17:24:31 main:574] : INFO : Epoch 1906 | loss: 0.0311186 | val_loss: 0.0311835 | Time: 7270.18 ms [2022-01-06 17:24:38 main:574] : INFO : Epoch 1907 | loss: 0.0311225 | val_loss: 0.0311831 | Time: 7278.26 ms [2022-01-06 17:24:45 main:574] : INFO : Epoch 1908 | loss: 0.0311163 | val_loss: 0.0311726 | Time: 7271.05 ms [2022-01-06 17:24:53 main:574] : INFO : Epoch 1909 | loss: 0.0311102 | val_loss: 0.0311783 | Time: 7254.72 ms [2022-01-06 17:25:00 main:574] : INFO : Epoch 1910 | loss: 0.0311096 | val_loss: 0.0311779 | Time: 7302.6 ms [2022-01-06 17:25:07 main:574] : INFO : Epoch 1911 | loss: 0.0311126 | val_loss: 0.0311767 | Time: 7264.26 ms [2022-01-06 17:25:15 main:574] : INFO : Epoch 1912 | loss: 0.0311122 | val_loss: 0.031176 | Time: 7257.45 ms [2022-01-06 17:25:22 main:574] : INFO : Epoch 1913 | loss: 0.0311112 | val_loss: 0.0311743 | Time: 7257.57 ms [2022-01-06 17:25:29 main:574] : INFO : Epoch 1914 | loss: 0.031114 | val_loss: 0.0311735 | Time: 7259.16 ms [2022-01-06 17:25:36 main:574] : INFO : Epoch 1915 | loss: 0.0311167 | val_loss: 0.0311764 | Time: 7259.3 ms [2022-01-06 17:25:44 main:574] : INFO : Epoch 1916 | loss: 0.0311189 | val_loss: 0.0311767 | Time: 7280.21 ms [2022-01-06 17:25:51 main:574] : INFO : Epoch 1917 | loss: 0.031115 | val_loss: 0.0311714 | Time: 7257.73 ms [2022-01-06 17:25:58 main:574] : INFO : Epoch 1918 | loss: 0.0311098 | val_loss: 0.0311712 | Time: 7263.18 ms [2022-01-06 17:26:05 main:574] : INFO : Epoch 1919 | loss: 0.0311101 | val_loss: 0.0311782 | Time: 7262.08 ms [2022-01-06 17:26:13 main:574] : INFO : Epoch 1920 | loss: 0.0311116 | val_loss: 0.0311722 | Time: 7259.18 ms [2022-01-06 17:26:20 main:574] : INFO : Epoch 1921 | loss: 0.0311142 | val_loss: 0.0311751 | Time: 7275.93 ms [2022-01-06 17:26:27 main:574] : INFO : Epoch 1922 | loss: 0.0311169 | val_loss: 0.0311816 | Time: 7248.19 ms [2022-01-06 17:26:34 main:574] : INFO : Epoch 1923 | loss: 0.0311139 | val_loss: 0.0311904 | Time: 7256.49 ms [2022-01-06 17:26:42 main:574] : INFO : Epoch 1924 | loss: 0.0311156 | val_loss: 0.0311763 | Time: 7267.08 ms [2022-01-06 17:26:49 main:574] : INFO : Epoch 1925 | loss: 0.0311106 | val_loss: 0.0311792 | Time: 7263.93 ms [2022-01-06 17:26:56 main:574] : INFO : Epoch 1926 | loss: 0.031113 | val_loss: 0.0311796 | Time: 7284.76 ms [2022-01-06 17:27:04 main:574] : INFO : Epoch 1927 | loss: 0.0311132 | val_loss: 0.0311863 | Time: 7664.93 ms [2022-01-06 17:27:12 main:574] : INFO : Epoch 1928 | loss: 0.0311137 | val_loss: 0.0311785 | Time: 7763.45 ms [2022-01-06 17:27:19 main:574] : INFO : Epoch 1929 | loss: 0.0311114 | val_loss: 0.031178 | Time: 7352.5 ms [2022-01-06 17:27:27 main:574] : INFO : Epoch 1930 | loss: 0.0311112 | val_loss: 0.0311722 | Time: 7483 ms [2022-01-06 17:27:34 main:574] : INFO : Epoch 1931 | loss: 0.03111 | val_loss: 0.0311767 | Time: 7243.41 ms [2022-01-06 17:27:41 main:574] : INFO : Epoch 1932 | loss: 0.031106 | val_loss: 0.0311816 | Time: 7247.23 ms [2022-01-06 17:27:48 main:574] : INFO : Epoch 1933 | loss: 0.031109 | val_loss: 0.0311753 | Time: 7229.71 ms [2022-01-06 17:27:56 main:574] : INFO : Epoch 1934 | loss: 0.0311074 | val_loss: 0.0311796 | Time: 7262.25 ms [2022-01-06 17:28:03 main:574] : INFO : Epoch 1935 | loss: 0.0311076 | val_loss: 0.0311798 | Time: 7240.67 ms [2022-01-06 17:28:10 main:574] : INFO : Epoch 1936 | loss: 0.0311105 | val_loss: 0.0311811 | Time: 7237.99 ms [2022-01-06 17:28:17 main:574] : INFO : Epoch 1937 | loss: 0.0311089 | val_loss: 0.0311827 | Time: 7244.87 ms [2022-01-06 17:28:25 main:574] : INFO : Epoch 1938 | loss: 0.0311071 | val_loss: 0.0311757 | Time: 7233.61 ms [2022-01-06 17:28:32 main:574] : INFO : Epoch 1939 | loss: 0.0311076 | val_loss: 0.0311834 | Time: 7247.13 ms [2022-01-06 17:28:39 main:574] : INFO : Epoch 1940 | loss: 0.0311144 | val_loss: 0.0311807 | Time: 7253.8 ms [2022-01-06 17:28:46 main:574] : INFO : Epoch 1941 | loss: 0.0311088 | val_loss: 0.0311778 | Time: 7261.06 ms [2022-01-06 17:28:54 main:574] : INFO : Epoch 1942 | loss: 0.0311096 | val_loss: 0.0311782 | Time: 7242.06 ms [2022-01-06 17:29:01 main:574] : INFO : Epoch 1943 | loss: 0.0311145 | val_loss: 0.0311768 | Time: 7237.98 ms [2022-01-06 17:29:08 main:574] : INFO : Epoch 1944 | loss: 0.0311131 | val_loss: 0.0311726 | Time: 7257.47 ms [2022-01-06 17:29:15 main:574] : INFO : Epoch 1945 | loss: 0.0311105 | val_loss: 0.0311788 | Time: 7263.13 ms [2022-01-06 17:29:23 main:574] : INFO : Epoch 1946 | loss: 0.0311121 | val_loss: 0.0311766 | Time: 7233.64 ms [2022-01-06 17:29:30 main:574] : INFO : Epoch 1947 | loss: 0.0311095 | val_loss: 0.0311774 | Time: 7252.63 ms [2022-01-06 17:29:37 main:574] : INFO : Epoch 1948 | loss: 0.0311068 | val_loss: 0.0311832 | Time: 7392.86 ms [2022-01-06 17:29:45 main:574] : INFO : Epoch 1949 | loss: 0.031104 | val_loss: 0.0311747 | Time: 7624.4 ms [2022-01-06 17:29:54 main:574] : INFO : Epoch 1950 | loss: 0.0311029 | val_loss: 0.0311777 | Time: 8692.34 ms [2022-01-06 17:30:01 main:574] : INFO : Epoch 1951 | loss: 0.0311037 | val_loss: 0.0311801 | Time: 7370.3 ms [2022-01-06 17:30:08 main:574] : INFO : Epoch 1952 | loss: 0.031102 | val_loss: 0.0311835 | Time: 7271.7 ms [2022-01-06 17:30:16 main:574] : INFO : Epoch 1953 | loss: 0.0311036 | val_loss: 0.031182 | Time: 7281.91 ms [2022-01-06 17:30:23 main:574] : INFO : Epoch 1954 | loss: 0.0311086 | val_loss: 0.0311834 | Time: 7280.83 ms [2022-01-06 17:30:30 main:574] : INFO : Epoch 1955 | loss: 0.0311082 | val_loss: 0.0311795 | Time: 7271.6 ms [2022-01-06 17:30:37 main:574] : INFO : Epoch 1956 | loss: 0.0311132 | val_loss: 0.0311748 | Time: 7271.3 ms [2022-01-06 17:30:45 main:574] : INFO : Epoch 1957 | loss: 0.0311077 | val_loss: 0.0311821 | Time: 7254.03 ms [2022-01-06 17:30:52 main:574] : INFO : Epoch 1958 | loss: 0.0311062 | val_loss: 0.0311813 | Time: 7253.93 ms [2022-01-06 17:30:59 main:574] : INFO : Epoch 1959 | loss: 0.0311059 | val_loss: 0.0311837 | Time: 7246.23 ms [2022-01-06 17:31:07 main:574] : INFO : Epoch 1960 | loss: 0.0311104 | val_loss: 0.0311769 | Time: 7264.94 ms [2022-01-06 17:31:14 main:574] : INFO : Epoch 1961 | loss: 0.0311077 | val_loss: 0.0311797 | Time: 7252.17 ms [2022-01-06 17:31:21 main:574] : INFO : Epoch 1962 | loss: 0.031107 | val_loss: 0.0311756 | Time: 7240.17 ms [2022-01-06 17:31:28 main:574] : INFO : Epoch 1963 | loss: 0.0311084 | val_loss: 0.031184 | Time: 7240.31 ms [2022-01-06 17:31:36 main:574] : INFO : Epoch 1964 | loss: 0.0311109 | val_loss: 0.0311755 | Time: 7240.21 ms [2022-01-06 17:31:43 main:574] : INFO : Epoch 1965 | loss: 0.0311105 | val_loss: 0.0311741 | Time: 7254.06 ms [2022-01-06 17:31:50 main:574] : INFO : Epoch 1966 | loss: 0.0311088 | val_loss: 0.0311826 | Time: 7254.62 ms [2022-01-06 17:31:57 main:574] : INFO : Epoch 1967 | loss: 0.0311068 | val_loss: 0.031176 | Time: 7260.2 ms [2022-01-06 17:32:05 main:574] : INFO : Epoch 1968 | loss: 0.0311029 | val_loss: 0.0311806 | Time: 7279.84 ms [2022-01-06 17:32:12 main:574] : INFO : Epoch 1969 | loss: 0.0311059 | val_loss: 0.0311791 | Time: 7267.08 ms [2022-01-06 17:32:19 main:574] : INFO : Epoch 1970 | loss: 0.0311185 | val_loss: 0.0311766 | Time: 7247.1 ms [2022-01-06 17:32:26 main:574] : INFO : Epoch 1971 | loss: 0.0311114 | val_loss: 0.0311746 | Time: 7253.14 ms [2022-01-06 17:32:34 main:574] : INFO : Epoch 1972 | loss: 0.0311142 | val_loss: 0.0311808 | Time: 7253.63 ms [2022-01-06 17:32:41 main:574] : INFO : Epoch 1973 | loss: 0.0311132 | val_loss: 0.0311794 | Time: 7238.96 ms [2022-01-06 17:32:48 main:574] : INFO : Epoch 1974 | loss: 0.0311097 | val_loss: 0.0311826 | Time: 7257.9 ms [2022-01-06 17:32:55 main:574] : INFO : Epoch 1975 | loss: 0.0311051 | val_loss: 0.0311786 | Time: 7268.27 ms [2022-01-06 17:33:03 main:574] : INFO : Epoch 1976 | loss: 0.0311032 | val_loss: 0.0311798 | Time: 7257 ms [2022-01-06 17:33:10 main:574] : INFO : Epoch 1977 | loss: 0.0311047 | val_loss: 0.0311821 | Time: 7258.43 ms [2022-01-06 17:33:17 main:574] : INFO : Epoch 1978 | loss: 0.0311036 | val_loss: 0.0311825 | Time: 7252.3 ms [2022-01-06 17:33:24 main:574] : INFO : Epoch 1979 | loss: 0.0311058 | val_loss: 0.0311785 | Time: 7286.81 ms [2022-01-06 17:33:32 main:574] : INFO : Epoch 1980 | loss: 0.0311054 | val_loss: 0.0311743 | Time: 7385.79 ms [2022-01-06 17:33:39 main:574] : INFO : Epoch 1981 | loss: 0.0311047 | val_loss: 0.0311784 | Time: 7290.61 ms [2022-01-06 17:33:47 main:574] : INFO : Epoch 1982 | loss: 0.0311063 | val_loss: 0.0311734 | Time: 7320.47 ms [2022-01-06 17:33:54 main:574] : INFO : Epoch 1983 | loss: 0.0311063 | val_loss: 0.0311751 | Time: 7611.07 ms [2022-01-06 17:34:01 main:574] : INFO : Epoch 1984 | loss: 0.0311052 | val_loss: 0.0311836 | Time: 7255.31 ms [2022-01-06 17:34:09 main:574] : INFO : Epoch 1985 | loss: 0.031101 | val_loss: 0.0311844 | Time: 7260.92 ms [2022-01-06 17:34:16 main:574] : INFO : Epoch 1986 | loss: 0.031103 | val_loss: 0.031186 | Time: 7252.44 ms [2022-01-06 17:34:23 main:574] : INFO : Epoch 1987 | loss: 0.0311059 | val_loss: 0.0311724 | Time: 7268.77 ms [2022-01-06 17:34:31 main:574] : INFO : Epoch 1988 | loss: 0.03111 | val_loss: 0.031187 | Time: 7281.43 ms [2022-01-06 17:34:38 main:574] : INFO : Epoch 1989 | loss: 0.0311051 | val_loss: 0.0311816 | Time: 7281.64 ms [2022-01-06 17:34:45 main:574] : INFO : Epoch 1990 | loss: 0.0311034 | val_loss: 0.0311822 | Time: 7295.9 ms [2022-01-06 17:34:52 main:574] : INFO : Epoch 1991 | loss: 0.0311059 | val_loss: 0.0311814 | Time: 7263.78 ms [2022-01-06 17:35:00 main:574] : INFO : Epoch 1992 | loss: 0.0311047 | val_loss: 0.0311797 | Time: 7273.87 ms [2022-01-06 17:35:07 main:574] : INFO : Epoch 1993 | loss: 0.031105 | val_loss: 0.0311779 | Time: 7267.03 ms [2022-01-06 17:35:14 main:574] : INFO : Epoch 1994 | loss: 0.0311039 | val_loss: 0.0311717 | Time: 7277.03 ms [2022-01-06 17:35:21 main:574] : INFO : Epoch 1995 | loss: 0.0311079 | val_loss: 0.0311766 | Time: 7274.19 ms [2022-01-06 17:35:29 main:574] : INFO : Epoch 1996 | loss: 0.0311069 | val_loss: 0.0311852 | Time: 7256.65 ms [2022-01-06 17:35:36 main:574] : INFO : Epoch 1997 | loss: 0.0311057 | val_loss: 0.0311935 | Time: 7288.86 ms [2022-01-06 17:35:43 main:574] : INFO : Epoch 1998 | loss: 0.0311076 | val_loss: 0.0311936 | Time: 7263.47 ms [2022-01-06 17:35:51 main:574] : INFO : Epoch 1999 | loss: 0.0311081 | val_loss: 0.031186 | Time: 7284.33 ms [2022-01-06 17:35:58 main:574] : INFO : Epoch 2000 | loss: 0.0311043 | val_loss: 0.0311791 | Time: 7265.21 ms [2022-01-06 17:36:05 main:574] : INFO : Epoch 2001 | loss: 0.0311042 | val_loss: 0.0311821 | Time: 7275.16 ms [2022-01-06 17:36:12 main:574] : INFO : Epoch 2002 | loss: 0.0311067 | val_loss: 0.0311804 | Time: 7273.61 ms [2022-01-06 17:36:20 main:574] : INFO : Epoch 2003 | loss: 0.0311051 | val_loss: 0.0311815 | Time: 7253.63 ms [2022-01-06 17:36:27 main:574] : INFO : Epoch 2004 | loss: 0.0311011 | val_loss: 0.0311895 | Time: 7258.69 ms [2022-01-06 17:36:34 main:574] : INFO : Epoch 2005 | loss: 0.0311015 | val_loss: 0.0311863 | Time: 7260.48 ms [2022-01-06 17:36:41 main:574] : INFO : Epoch 2006 | loss: 0.0311001 | val_loss: 0.0311816 | Time: 7252.66 ms [2022-01-06 17:36:49 main:574] : INFO : Epoch 2007 | loss: 0.0311019 | val_loss: 0.0311814 | Time: 7270.76 ms [2022-01-06 17:36:56 main:574] : INFO : Epoch 2008 | loss: 0.0311035 | val_loss: 0.0311835 | Time: 7301.59 ms [2022-01-06 17:37:03 main:574] : INFO : Epoch 2009 | loss: 0.0311024 | val_loss: 0.0311815 | Time: 7296.26 ms [2022-01-06 17:37:11 main:574] : INFO : Epoch 2010 | loss: 0.0310996 | val_loss: 0.0311854 | Time: 7268.64 ms [2022-01-06 17:37:18 main:574] : INFO : Epoch 2011 | loss: 0.0311 | val_loss: 0.0311818 | Time: 7277.89 ms [2022-01-06 17:37:25 main:574] : INFO : Epoch 2012 | loss: 0.0311015 | val_loss: 0.0311862 | Time: 7262.16 ms [2022-01-06 17:37:32 main:574] : INFO : Epoch 2013 | loss: 0.0310999 | val_loss: 0.0311796 | Time: 7263.25 ms [2022-01-06 17:37:40 main:574] : INFO : Epoch 2014 | loss: 0.0311008 | val_loss: 0.0311827 | Time: 7253.38 ms [2022-01-06 17:37:47 main:574] : INFO : Epoch 2015 | loss: 0.0310974 | val_loss: 0.0311853 | Time: 7265.53 ms [2022-01-06 17:37:54 main:574] : INFO : Epoch 2016 | loss: 0.031096 | val_loss: 0.0311859 | Time: 7262.18 ms [2022-01-06 17:38:02 main:574] : INFO : Epoch 2017 | loss: 0.0311004 | val_loss: 0.0311779 | Time: 7280.88 ms [2022-01-06 17:38:09 main:574] : INFO : Epoch 2018 | loss: 0.0311061 | val_loss: 0.0311808 | Time: 7249.9 ms [2022-01-06 17:38:16 main:574] : INFO : Epoch 2019 | loss: 0.0311074 | val_loss: 0.0311839 | Time: 7261.42 ms [2022-01-06 17:38:23 main:574] : INFO : Epoch 2020 | loss: 0.0311052 | val_loss: 0.0311901 | Time: 7279.89 ms [2022-01-06 17:38:31 main:574] : INFO : Epoch 2021 | loss: 0.0311048 | val_loss: 0.0311823 | Time: 7275.32 ms [2022-01-06 17:38:38 main:574] : INFO : Epoch 2022 | loss: 0.031102 | val_loss: 0.0311863 | Time: 7274.01 ms [2022-01-06 17:38:45 main:574] : INFO : Epoch 2023 | loss: 0.0311083 | val_loss: 0.0311774 | Time: 7250.98 ms [2022-01-06 17:38:52 main:574] : INFO : Epoch 2024 | loss: 0.0311089 | val_loss: 0.031187 | Time: 7289.61 ms [2022-01-06 17:39:00 main:574] : INFO : Epoch 2025 | loss: 0.0311063 | val_loss: 0.0311977 | Time: 7262.83 ms [2022-01-06 17:39:07 main:574] : INFO : Epoch 2026 | loss: 0.0311093 | val_loss: 0.0311833 | Time: 7272.31 ms [2022-01-06 17:39:14 main:574] : INFO : Epoch 2027 | loss: 0.0311081 | val_loss: 0.0311908 | Time: 7277.1 ms [2022-01-06 17:39:22 main:574] : INFO : Epoch 2028 | loss: 0.0311067 | val_loss: 0.0311916 | Time: 7300.39 ms [2022-01-06 17:39:29 main:574] : INFO : Epoch 2029 | loss: 0.0311025 | val_loss: 0.0311814 | Time: 7255.11 ms [2022-01-06 17:39:36 main:574] : INFO : Epoch 2030 | loss: 0.0311035 | val_loss: 0.0311813 | Time: 7289.27 ms [2022-01-06 17:39:43 main:574] : INFO : Epoch 2031 | loss: 0.0310996 | val_loss: 0.0311861 | Time: 7250.35 ms [2022-01-06 17:39:51 main:574] : INFO : Epoch 2032 | loss: 0.0310961 | val_loss: 0.0311806 | Time: 7277.05 ms [2022-01-06 17:39:58 main:574] : INFO : Epoch 2033 | loss: 0.0310987 | val_loss: 0.0311836 | Time: 7234.53 ms [2022-01-06 17:40:05 main:574] : INFO : Epoch 2034 | loss: 0.0311003 | val_loss: 0.031182 | Time: 7361.38 ms [2022-01-06 17:40:13 main:574] : INFO : Epoch 2035 | loss: 0.0311023 | val_loss: 0.0311758 | Time: 7294.6 ms [2022-01-06 17:40:20 main:574] : INFO : Epoch 2036 | loss: 0.0311043 | val_loss: 0.0311804 | Time: 7301.57 ms [2022-01-06 17:40:27 main:574] : INFO : Epoch 2037 | loss: 0.0311072 | val_loss: 0.031186 | Time: 7297.76 ms [2022-01-06 17:40:35 main:574] : INFO : Epoch 2038 | loss: 0.0311039 | val_loss: 0.0311808 | Time: 7270.51 ms [2022-01-06 17:40:42 main:574] : INFO : Epoch 2039 | loss: 0.0311047 | val_loss: 0.0311856 | Time: 7308 ms [2022-01-06 17:40:49 main:574] : INFO : Epoch 2040 | loss: 0.0311062 | val_loss: 0.0311821 | Time: 7269.6 ms [2022-01-06 17:40:56 main:574] : INFO : Epoch 2041 | loss: 0.0311026 | val_loss: 0.0311842 | Time: 7274.71 ms [2022-01-06 17:41:04 main:574] : INFO : Epoch 2042 | loss: 0.0311057 | val_loss: 0.0311813 | Time: 7300.11 ms [2022-01-06 17:41:11 main:574] : INFO : Epoch 2043 | loss: 0.0311042 | val_loss: 0.03118 | Time: 7269.95 ms [2022-01-06 17:41:18 main:574] : INFO : Epoch 2044 | loss: 0.0310996 | val_loss: 0.0311783 | Time: 7270.83 ms [2022-01-06 17:41:26 main:574] : INFO : Epoch 2045 | loss: 0.031097 | val_loss: 0.0311856 | Time: 7270.61 ms [2022-01-06 17:41:33 main:574] : INFO : Epoch 2046 | loss: 0.0310999 | val_loss: 0.0311901 | Time: 7254.27 ms [2022-01-06 17:41:40 main:574] : INFO : Epoch 2047 | loss: 0.0311028 | val_loss: 0.0311884 | Time: 7264.36 ms [2022-01-06 17:41:47 main:574] : INFO : Epoch 2048 | loss: 0.0311059 | val_loss: 0.0311833 | Time: 7292.18 ms [2022-01-06 17:41:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311833 [2022-01-06 17:41:47 main:603] : INFO : Saving end state to config to file [2022-01-06 17:41:47 main:608] : INFO : Success, exiting.. 17:41:47 (10776): 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)