Task 12540765
| Name | ParityModified-1645993380-26689-1-0_0 |
| Workunit | 9703939 |
| Created | 4 Mar 2022, 14:55:22 UTC |
| Sent | 6 Mar 2022, 14:18:17 UTC |
| Report deadline | 14 Mar 2022, 14:18:17 UTC |
| Received | 8 Mar 2022, 10:09:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 39 min 22 sec |
| CPU time | 1 hours 36 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311282 | val_loss: 0.031163 | Time: 2571.5 ms [2022-03-08 09:46:41 main:574] : INFO : Epoch 1543 | loss: 0.0311276 | val_loss: 0.0311571 | Time: 2497.84 ms [2022-03-08 09:46:44 main:574] : INFO : Epoch 1544 | loss: 0.031125 | val_loss: 0.0311637 | Time: 2621.95 ms [2022-03-08 09:46:46 main:574] : INFO : Epoch 1545 | loss: 0.0311215 | val_loss: 0.0311604 | Time: 2702.84 ms [2022-03-08 09:46:49 main:574] : INFO : Epoch 1546 | loss: 0.0311245 | val_loss: 0.031163 | Time: 2531.74 ms [2022-03-08 09:46:51 main:574] : INFO : Epoch 1547 | loss: 0.031126 | val_loss: 0.0311574 | Time: 2549.66 ms [2022-03-08 09:46:54 main:574] : INFO : Epoch 1548 | loss: 0.0311224 | val_loss: 0.0311642 | Time: 2806.49 ms [2022-03-08 09:46:57 main:574] : INFO : Epoch 1549 | loss: 0.0311217 | val_loss: 0.0311582 | Time: 2714.18 ms [2022-03-08 09:47:00 main:574] : INFO : Epoch 1550 | loss: 0.0311212 | val_loss: 0.0311669 | Time: 2468.75 ms [2022-03-08 09:47:02 main:574] : INFO : Epoch 1551 | loss: 0.0311236 | val_loss: 0.0311637 | Time: 2549.98 ms [2022-03-08 09:47:05 main:574] : INFO : Epoch 1552 | loss: 0.0311221 | val_loss: 0.0311607 | Time: 2454.88 ms [2022-03-08 09:47:07 main:574] : INFO : Epoch 1553 | loss: 0.0311191 | val_loss: 0.03116 | Time: 2658.9 ms [2022-03-08 09:47:10 main:574] : INFO : Epoch 1554 | loss: 0.0311234 | val_loss: 0.0311626 | Time: 2598.69 ms [2022-03-08 09:47:13 main:574] : INFO : Epoch 1555 | loss: 0.0311219 | val_loss: 0.0311595 | Time: 2776.44 ms [2022-03-08 09:47:16 main:574] : INFO : Epoch 1556 | loss: 0.0311215 | val_loss: 0.0311619 | Time: 2806.28 ms [2022-03-08 09:47:18 main:574] : INFO : Epoch 1557 | loss: 0.031124 | val_loss: 0.0311652 | Time: 2642.45 ms [2022-03-08 09:47:21 main:574] : INFO : Epoch 1558 | loss: 0.0311312 | val_loss: 0.0311552 | Time: 2612.01 ms [2022-03-08 09:47:24 main:574] : INFO : Epoch 1559 | loss: 0.031132 | val_loss: 0.0311597 | Time: 3243.55 ms [2022-03-08 09:47:27 main:574] : INFO : Epoch 1560 | loss: 0.0311321 | val_loss: 0.0311628 | Time: 2714.61 ms [2022-03-08 09:47:30 main:574] : INFO : Epoch 1561 | loss: 0.0311315 | val_loss: 0.0311594 | Time: 2731.71 ms [2022-03-08 09:47:33 main:574] : INFO : Epoch 1562 | loss: 0.0311302 | val_loss: 0.0311557 | Time: 2644.17 ms [2022-03-08 09:47:35 main:574] : INFO : Epoch 1563 | loss: 0.0311289 | val_loss: 0.0311579 | Time: 2441.6 ms [2022-03-08 09:47:38 main:574] : INFO : Epoch 1564 | loss: 0.0311292 | val_loss: 0.0311591 | Time: 2839.26 ms [2022-03-08 09:47:41 main:574] : INFO : Epoch 1565 | loss: 0.0311306 | val_loss: 0.0311695 | Time: 2789.8 ms [2022-03-08 09:47:43 main:574] : INFO : Epoch 1566 | loss: 0.0311355 | val_loss: 0.0311663 | Time: 2649.97 ms [2022-03-08 09:47:46 main:574] : INFO : Epoch 1567 | loss: 0.0311468 | val_loss: 0.0311645 | Time: 2451.19 ms [2022-03-08 09:47:48 main:574] : INFO : Epoch 1568 | loss: 0.0311462 | val_loss: 0.031165 | Time: 2415.71 ms [2022-03-08 09:47:51 main:574] : INFO : Epoch 1569 | loss: 0.0311363 | val_loss: 0.031164 | Time: 2748.16 ms [2022-03-08 09:47:54 main:574] : INFO : Epoch 1570 | loss: 0.0311332 | val_loss: 0.0311609 | Time: 2697.41 ms [2022-03-08 09:47:57 main:574] : INFO : Epoch 1571 | loss: 0.0311318 | val_loss: 0.0311585 | Time: 2600.95 ms [2022-03-08 09:47:59 main:574] : INFO : Epoch 1572 | loss: 0.0311324 | val_loss: 0.0311646 | Time: 2579.43 ms [2022-03-08 09:48:02 main:574] : INFO : Epoch 1573 | loss: 0.0311385 | val_loss: 0.0311678 | Time: 2662.54 ms [2022-03-08 09:48:05 main:574] : INFO : Epoch 1574 | loss: 0.0311521 | val_loss: 0.0311644 | Time: 3292.43 ms [2022-03-08 09:48:08 main:574] : INFO : Epoch 1575 | loss: 0.0311482 | val_loss: 0.0311632 | Time: 2588.92 ms [2022-03-08 09:48:11 main:574] : INFO : Epoch 1576 | loss: 0.0311428 | val_loss: 0.0311631 | Time: 2586.7 ms [2022-03-08 09:48:14 main:574] : INFO : Epoch 1577 | loss: 0.0311414 | val_loss: 0.0311623 | Time: 3227.45 ms [2022-03-08 09:48:16 main:574] : INFO : Epoch 1578 | loss: 0.0311381 | val_loss: 0.0311561 | Time: 2618.97 ms [2022-03-08 09:48:19 main:574] : INFO : Epoch 1579 | loss: 0.031135 | val_loss: 0.0311559 | Time: 2744.45 ms [2022-03-08 09:48:22 main:574] : INFO : Epoch 1580 | loss: 0.0311343 | val_loss: 0.0311576 | Time: 2730.03 ms [2022-03-08 09:48:25 main:574] : INFO : Epoch 1581 | loss: 0.0311324 | val_loss: 0.0311595 | Time: 2635.57 ms [2022-03-08 09:48:27 main:574] : INFO : Epoch 1582 | loss: 0.0311318 | val_loss: 0.0311592 | Time: 2585.41 ms [2022-03-08 09:48:30 main:574] : INFO : Epoch 1583 | loss: 0.0311301 | val_loss: 0.031156 | Time: 2891.07 ms [2022-03-08 09:48:33 main:574] : INFO : Epoch 1584 | loss: 0.0311298 | val_loss: 0.0311587 | Time: 2967.35 ms [2022-03-08 09:48:36 main:574] : INFO : Epoch 1585 | loss: 0.0311276 | val_loss: 0.0311576 | Time: 2684.18 ms [2022-03-08 09:48:39 main:574] : INFO : Epoch 1586 | loss: 0.0311273 | val_loss: 0.0311719 | Time: 2738.22 ms [2022-03-08 09:48:42 main:574] : INFO : Epoch 1587 | loss: 0.031128 | val_loss: 0.0311549 | Time: 3252.28 ms [2022-03-08 09:48:45 main:574] : INFO : Epoch 1588 | loss: 0.0311248 | val_loss: 0.0311557 | Time: 3273.77 ms [2022-03-08 09:48:48 main:574] : INFO : Epoch 1589 | loss: 0.0311265 | val_loss: 0.0311571 | Time: 2978.47 ms [2022-03-08 09:48:52 main:574] : INFO : Epoch 1590 | loss: 0.0311253 | val_loss: 0.0311576 | Time: 3265.55 ms [2022-03-08 09:48:55 main:574] : INFO : Epoch 1591 | loss: 0.0311248 | val_loss: 0.0311519 | Time: 2697.66 ms [2022-03-08 09:48:57 main:574] : INFO : Epoch 1592 | loss: 0.0311247 | val_loss: 0.0311536 | Time: 2948.65 ms [2022-03-08 09:49:01 main:574] : INFO : Epoch 1593 | loss: 0.031123 | val_loss: 0.0311507 | Time: 3098.01 ms [2022-03-08 09:49:04 main:574] : INFO : Epoch 1594 | loss: 0.0311285 | val_loss: 0.0311633 | Time: 3137.78 ms [2022-03-08 09:49:07 main:574] : INFO : Epoch 1595 | loss: 0.0311296 | val_loss: 0.0311609 | Time: 3140.62 ms [2022-03-08 09:49:10 main:574] : INFO : Epoch 1596 | loss: 0.0311252 | val_loss: 0.0311574 | Time: 2992.14 ms [2022-03-08 09:49:14 main:574] : INFO : Epoch 1597 | loss: 0.0311233 | val_loss: 0.0311549 | Time: 4105.75 ms [2022-03-08 09:49:18 main:574] : INFO : Epoch 1598 | loss: 0.031123 | val_loss: 0.0311572 | Time: 3708.26 ms [2022-03-08 09:49:21 main:574] : INFO : Epoch 1599 | loss: 0.031124 | val_loss: 0.0311524 | Time: 3109.64 ms [2022-03-08 09:49:24 main:574] : INFO : Epoch 1600 | loss: 0.0311229 | val_loss: 0.0311669 | Time: 2936.86 ms [2022-03-08 09:49:27 main:574] : INFO : Epoch 1601 | loss: 0.0311258 | val_loss: 0.0311558 | Time: 2692.89 ms [2022-03-08 09:49:30 main:574] : INFO : Epoch 1602 | loss: 0.0311224 | val_loss: 0.0311552 | Time: 2713.48 ms [2022-03-08 09:49:32 main:574] : INFO : Epoch 1603 | loss: 0.0311217 | val_loss: 0.0311574 | Time: 2685.19 ms [2022-03-08 09:49:35 main:574] : INFO : Epoch 1604 | loss: 0.0311231 | val_loss: 0.0311577 | Time: 2639.86 ms [2022-03-08 09:49:38 main:574] : INFO : Epoch 1605 | loss: 0.0311229 | val_loss: 0.0311625 | Time: 2966.96 ms [2022-03-08 09:49:41 main:574] : INFO : Epoch 1606 | loss: 0.0311217 | val_loss: 0.0311579 | Time: 2554.15 ms [2022-03-08 09:49:43 main:574] : INFO : Epoch 1607 | loss: 0.031122 | val_loss: 0.0311549 | Time: 2692.37 ms [2022-03-08 09:49:46 main:574] : INFO : Epoch 1608 | loss: 0.0311218 | val_loss: 0.0311586 | Time: 2893.2 ms [2022-03-08 09:49:49 main:574] : INFO : Epoch 1609 | loss: 0.0311209 | val_loss: 0.0311595 | Time: 2931.88 ms [2022-03-08 09:49:52 main:574] : INFO : Epoch 1610 | loss: 0.0311215 | val_loss: 0.0311555 | Time: 3007.57 ms [2022-03-08 09:49:55 main:574] : INFO : Epoch 1611 | loss: 0.0311207 | val_loss: 0.0311626 | Time: 2844.28 ms [2022-03-08 09:49:58 main:574] : INFO : Epoch 1612 | loss: 0.0311212 | val_loss: 0.0311613 | Time: 2926.62 ms [2022-03-08 09:50:01 main:574] : INFO : Epoch 1613 | loss: 0.0311244 | val_loss: 0.0311603 | Time: 2796.89 ms [2022-03-08 09:50:04 main:574] : INFO : Epoch 1614 | loss: 0.0311278 | val_loss: 0.0311596 | Time: 2597.43 ms [2022-03-08 09:50:06 main:574] : INFO : Epoch 1615 | loss: 0.0311285 | val_loss: 0.03116 | Time: 2673.45 ms [2022-03-08 09:50:09 main:574] : INFO : Epoch 1616 | loss: 0.0311256 | val_loss: 0.0311593 | Time: 2934.24 ms [2022-03-08 09:50:12 main:574] : INFO : Epoch 1617 | loss: 0.0311241 | val_loss: 0.0311585 | Time: 2867.94 ms [2022-03-08 09:50:15 main:574] : INFO : Epoch 1618 | loss: 0.0311223 | val_loss: 0.0311608 | Time: 2700.65 ms [2022-03-08 09:50:18 main:574] : INFO : Epoch 1619 | loss: 0.0311236 | val_loss: 0.0311591 | Time: 2969.75 ms [2022-03-08 09:50:21 main:574] : INFO : Epoch 1620 | loss: 0.0311218 | val_loss: 0.0311628 | Time: 3066.14 ms [2022-03-08 09:50:24 main:574] : INFO : Epoch 1621 | loss: 0.0311196 | val_loss: 0.0311606 | Time: 2646.43 ms [2022-03-08 09:50:27 main:574] : INFO : Epoch 1622 | loss: 0.031118 | val_loss: 0.0311607 | Time: 2747.69 ms [2022-03-08 09:50:29 main:574] : INFO : Epoch 1623 | loss: 0.0311187 | val_loss: 0.0311559 | Time: 2685.49 ms [2022-03-08 09:50:32 main:574] : INFO : Epoch 1624 | loss: 0.0311189 | val_loss: 0.0311668 | Time: 2470.42 ms [2022-03-08 09:50:34 main:574] : INFO : Epoch 1625 | loss: 0.0311168 | val_loss: 0.0311648 | Time: 2440.27 ms [2022-03-08 09:50:37 main:574] : INFO : Epoch 1626 | loss: 0.0311163 | val_loss: 0.0311623 | Time: 2493.95 ms [2022-03-08 09:50:40 main:574] : INFO : Epoch 1627 | loss: 0.0311205 | val_loss: 0.0311647 | Time: 2555.09 ms [2022-03-08 09:50:42 main:574] : INFO : Epoch 1628 | loss: 0.0311291 | val_loss: 0.031154 | Time: 2486.67 ms [2022-03-08 09:50:45 main:574] : INFO : Epoch 1629 | loss: 0.0311234 | val_loss: 0.0311584 | Time: 2473.97 ms [2022-03-08 09:50:47 main:574] : INFO : Epoch 1630 | loss: 0.0311213 | val_loss: 0.0311587 | Time: 2555.83 ms [2022-03-08 09:50:50 main:574] : INFO : Epoch 1631 | loss: 0.0311236 | val_loss: 0.0311624 | Time: 2611.06 ms [2022-03-08 09:50:52 main:574] : INFO : Epoch 1632 | loss: 0.0311276 | val_loss: 0.0311664 | Time: 2484.35 ms [2022-03-08 09:50:55 main:574] : INFO : Epoch 1633 | loss: 0.0311336 | val_loss: 0.0311658 | Time: 2493.73 ms [2022-03-08 09:50:58 main:574] : INFO : Epoch 1634 | loss: 0.0311428 | val_loss: 0.0311638 | Time: 2608.47 ms [2022-03-08 09:51:00 main:574] : INFO : Epoch 1635 | loss: 0.0311352 | val_loss: 0.0311603 | Time: 2756.53 ms [2022-03-08 09:51:03 main:574] : INFO : Epoch 1636 | loss: 0.0311255 | val_loss: 0.0311607 | Time: 2525.13 ms [2022-03-08 09:51:06 main:574] : INFO : Epoch 1637 | loss: 0.0311235 | val_loss: 0.0311638 | Time: 2494.34 ms [2022-03-08 09:51:08 main:574] : INFO : Epoch 1638 | loss: 0.0311192 | val_loss: 0.0311589 | Time: 2491.18 ms [2022-03-08 09:51:11 main:574] : INFO : Epoch 1639 | loss: 0.0311202 | val_loss: 0.0311642 | Time: 2558.44 ms [2022-03-08 09:51:13 main:574] : INFO : Epoch 1640 | loss: 0.0311212 | val_loss: 0.0311632 | Time: 2676.47 ms [2022-03-08 09:51:16 main:574] : INFO : Epoch 1641 | loss: 0.0311197 | val_loss: 0.0311638 | Time: 2717.3 ms [2022-03-08 09:51:19 main:574] : INFO : Epoch 1642 | loss: 0.0311226 | val_loss: 0.0311642 | Time: 2575.94 ms [2022-03-08 09:51:22 main:574] : INFO : Epoch 1643 | loss: 0.0311242 | val_loss: 0.031165 | Time: 2813.61 ms [2022-03-08 09:51:24 main:574] : INFO : Epoch 1644 | loss: 0.0311241 | val_loss: 0.031159 | Time: 2828.68 ms [2022-03-08 09:51:27 main:574] : INFO : Epoch 1645 | loss: 0.0311204 | val_loss: 0.0311691 | Time: 2644.2 ms [2022-03-08 09:51:30 main:574] : INFO : Epoch 1646 | loss: 0.0311211 | val_loss: 0.0311596 | Time: 2734.46 ms [2022-03-08 09:51:33 main:574] : INFO : Epoch 1647 | loss: 0.0311252 | val_loss: 0.031162 | Time: 2695.16 ms [2022-03-08 09:51:36 main:574] : INFO : Epoch 1648 | loss: 0.0311223 | val_loss: 0.0311602 | Time: 2875.01 ms [2022-03-08 09:51:38 main:574] : INFO : Epoch 1649 | loss: 0.0311183 | val_loss: 0.0311638 | Time: 2588.51 ms [2022-03-08 09:51:42 main:574] : INFO : Epoch 1650 | loss: 0.031122 | val_loss: 0.0311632 | Time: 3244.89 ms [2022-03-08 09:51:44 main:574] : INFO : Epoch 1651 | loss: 0.0311159 | val_loss: 0.0311576 | Time: 2839.74 ms [2022-03-08 09:51:47 main:574] : INFO : Epoch 1652 | loss: 0.0311144 | val_loss: 0.0311577 | Time: 2622.72 ms [2022-03-08 09:51:50 main:574] : INFO : Epoch 1653 | loss: 0.0311174 | val_loss: 0.0311606 | Time: 2731.02 ms [2022-03-08 09:51:53 main:574] : INFO : Epoch 1654 | loss: 0.0311168 | val_loss: 0.0311666 | Time: 2616.25 ms [2022-03-08 09:51:55 main:574] : INFO : Epoch 1655 | loss: 0.0311162 | val_loss: 0.0311584 | Time: 2562.19 ms [2022-03-08 09:51:58 main:574] : INFO : Epoch 1656 | loss: 0.0311166 | val_loss: 0.0311604 | Time: 2442.88 ms [2022-03-08 09:52:00 main:574] : INFO : Epoch 1657 | loss: 0.0311139 | val_loss: 0.0311615 | Time: 2776.26 ms [2022-03-08 09:52:03 main:574] : INFO : Epoch 1658 | loss: 0.0311144 | val_loss: 0.0311628 | Time: 2644.6 ms [2022-03-08 09:52:06 main:574] : INFO : Epoch 1659 | loss: 0.0311158 | val_loss: 0.0311585 | Time: 2617.15 ms [2022-03-08 09:52:08 main:574] : INFO : Epoch 1660 | loss: 0.0311135 | val_loss: 0.0311589 | Time: 2426.05 ms [2022-03-08 09:52:11 main:574] : INFO : Epoch 1661 | loss: 0.0311164 | val_loss: 0.0311554 | Time: 2462.3 ms [2022-03-08 09:52:13 main:574] : INFO : Epoch 1662 | loss: 0.0311151 | val_loss: 0.031164 | Time: 2335.87 ms [2022-03-08 09:52:16 main:574] : INFO : Epoch 1663 | loss: 0.0311169 | val_loss: 0.0311545 | Time: 2429.23 ms [2022-03-08 09:52:18 main:574] : INFO : Epoch 1664 | loss: 0.031115 | val_loss: 0.031165 | Time: 2579.09 ms [2022-03-08 09:52:21 main:574] : INFO : Epoch 1665 | loss: 0.0311192 | val_loss: 0.0311599 | Time: 2512.07 ms [2022-03-08 09:52:23 main:574] : INFO : Epoch 1666 | loss: 0.0311175 | val_loss: 0.0311577 | Time: 2622.75 ms [2022-03-08 09:52:26 main:574] : INFO : Epoch 1667 | loss: 0.0311151 | val_loss: 0.03116 | Time: 2436.24 ms [2022-03-08 09:52:29 main:574] : INFO : Epoch 1668 | loss: 0.0311136 | val_loss: 0.0311589 | Time: 2736.78 ms [2022-03-08 09:52:31 main:574] : INFO : Epoch 1669 | loss: 0.0311139 | val_loss: 0.0311551 | Time: 2538.16 ms [2022-03-08 09:52:34 main:574] : INFO : Epoch 1670 | loss: 0.0311131 | val_loss: 0.0311593 | Time: 2483.93 ms [2022-03-08 09:52:36 main:574] : INFO : Epoch 1671 | loss: 0.0311154 | val_loss: 0.0311606 | Time: 2511.01 ms [2022-03-08 09:52:39 main:574] : INFO : Epoch 1672 | loss: 0.0311134 | val_loss: 0.0311583 | Time: 2434.51 ms [2022-03-08 09:52:41 main:574] : INFO : Epoch 1673 | loss: 0.0311216 | val_loss: 0.0311613 | Time: 2515.14 ms [2022-03-08 09:52:44 main:574] : INFO : Epoch 1674 | loss: 0.0311266 | val_loss: 0.0311549 | Time: 2450.55 ms [2022-03-08 09:52:46 main:574] : INFO : Epoch 1675 | loss: 0.0311212 | val_loss: 0.0311568 | Time: 2477.93 ms [2022-03-08 09:52:49 main:574] : INFO : Epoch 1676 | loss: 0.0311187 | val_loss: 0.0311562 | Time: 2563.28 ms [2022-03-08 09:52:52 main:574] : INFO : Epoch 1677 | loss: 0.0311177 | val_loss: 0.0311585 | Time: 2532.42 ms [2022-03-08 09:52:54 main:574] : INFO : Epoch 1678 | loss: 0.031123 | val_loss: 0.0311565 | Time: 2519.79 ms [2022-03-08 09:52:57 main:574] : INFO : Epoch 1679 | loss: 0.0311227 | val_loss: 0.0311623 | Time: 2508.68 ms [2022-03-08 09:52:59 main:574] : INFO : Epoch 1680 | loss: 0.0311241 | val_loss: 0.0311574 | Time: 2474.28 ms [2022-03-08 09:53:02 main:574] : INFO : Epoch 1681 | loss: 0.0311273 | val_loss: 0.0311583 | Time: 2478.59 ms [2022-03-08 09:53:05 main:574] : INFO : Epoch 1682 | loss: 0.0311238 | val_loss: 0.0311614 | Time: 2775.91 ms [2022-03-08 09:53:07 main:574] : INFO : Epoch 1683 | loss: 0.0311212 | val_loss: 0.0311611 | Time: 2656.8 ms [2022-03-08 09:53:10 main:574] : INFO : Epoch 1684 | loss: 0.0311256 | val_loss: 0.0311629 | Time: 2514.16 ms [2022-03-08 09:53:12 main:574] : INFO : Epoch 1685 | loss: 0.0311207 | val_loss: 0.031159 | Time: 2621.75 ms [2022-03-08 09:53:15 main:574] : INFO : Epoch 1686 | loss: 0.0311177 | val_loss: 0.0311586 | Time: 2579.76 ms [2022-03-08 09:53:18 main:574] : INFO : Epoch 1687 | loss: 0.031116 | val_loss: 0.0311537 | Time: 2665.11 ms [2022-03-08 09:53:20 main:574] : INFO : Epoch 1688 | loss: 0.0311164 | val_loss: 0.0311572 | Time: 2433.29 ms [2022-03-08 09:53:23 main:574] : INFO : Epoch 1689 | loss: 0.0311175 | val_loss: 0.0311563 | Time: 2472.95 ms [2022-03-08 09:53:25 main:574] : INFO : Epoch 1690 | loss: 0.031129 | val_loss: 0.031169 | Time: 2517.44 ms [2022-03-08 09:53:28 main:574] : INFO : Epoch 1691 | loss: 0.0311401 | val_loss: 0.0311613 | Time: 2454.37 ms [2022-03-08 09:53:30 main:574] : INFO : Epoch 1692 | loss: 0.0311348 | val_loss: 0.031157 | Time: 2513.85 ms [2022-03-08 09:53:33 main:574] : INFO : Epoch 1693 | loss: 0.0311298 | val_loss: 0.0311598 | Time: 2500.15 ms [2022-03-08 09:53:36 main:574] : INFO : Epoch 1694 | loss: 0.0311265 | val_loss: 0.0311589 | Time: 2547.68 ms [2022-03-08 09:53:38 main:574] : INFO : Epoch 1695 | loss: 0.0311269 | val_loss: 0.0311593 | Time: 2571.54 ms [2022-03-08 09:53:41 main:574] : INFO : Epoch 1696 | loss: 0.0311233 | val_loss: 0.0311621 | Time: 2468.15 ms [2022-03-08 09:53:43 main:574] : INFO : Epoch 1697 | loss: 0.0311206 | val_loss: 0.0311618 | Time: 2468.93 ms [2022-03-08 09:53:46 main:574] : INFO : Epoch 1698 | loss: 0.0311173 | val_loss: 0.0311594 | Time: 2357.27 ms [2022-03-08 09:53:48 main:574] : INFO : Epoch 1699 | loss: 0.0311159 | val_loss: 0.0311585 | Time: 2422.26 ms [2022-03-08 09:53:51 main:574] : INFO : Epoch 1700 | loss: 0.031118 | val_loss: 0.0311582 | Time: 2508.97 ms [2022-03-08 09:53:53 main:574] : INFO : Epoch 1701 | loss: 0.0311193 | val_loss: 0.0311582 | Time: 2487.49 ms [2022-03-08 09:53:56 main:574] : INFO : Epoch 1702 | loss: 0.0311184 | val_loss: 0.0311577 | Time: 2534.05 ms [2022-03-08 09:53:58 main:574] : INFO : Epoch 1703 | loss: 0.0311151 | val_loss: 0.0311587 | Time: 2566.72 ms [2022-03-08 09:54:01 main:574] : INFO : Epoch 1704 | loss: 0.0311165 | val_loss: 0.0311627 | Time: 2810.73 ms [2022-03-08 09:54:04 main:574] : INFO : Epoch 1705 | loss: 0.0311197 | val_loss: 0.0311582 | Time: 2585.12 ms [2022-03-08 09:54:07 main:574] : INFO : Epoch 1706 | loss: 0.0311176 | val_loss: 0.0311589 | Time: 2639.69 ms [2022-03-08 09:54:09 main:574] : INFO : Epoch 1707 | loss: 0.0311124 | val_loss: 0.0311592 | Time: 2652.02 ms [2022-03-08 09:54:12 main:574] : INFO : Epoch 1708 | loss: 0.0311138 | val_loss: 0.0311619 | Time: 2568.74 ms [2022-03-08 09:54:14 main:574] : INFO : Epoch 1709 | loss: 0.0311119 | val_loss: 0.0311587 | Time: 2557.9 ms [2022-03-08 09:54:17 main:574] : INFO : Epoch 1710 | loss: 0.0311142 | val_loss: 0.031169 | Time: 2514.64 ms [2022-03-08 09:54:19 main:574] : INFO : Epoch 1711 | loss: 0.0311229 | val_loss: 0.0319816 | Time: 2474.38 ms [2022-03-08 09:54:22 main:574] : INFO : Epoch 1712 | loss: 0.0527141 | val_loss: 0.104081 | Time: 2693.16 ms [2022-03-08 09:54:25 main:574] : INFO : Epoch 1713 | loss: 0.0441305 | val_loss: 0.0325417 | Time: 2627.34 ms [2022-03-08 09:54:28 main:574] : INFO : Epoch 1714 | loss: 0.0324606 | val_loss: 0.0313686 | Time: 2966.48 ms [2022-03-08 09:54:30 main:574] : INFO : Epoch 1715 | loss: 0.0314094 | val_loss: 0.03133 | Time: 2511.78 ms [2022-03-08 09:54:33 main:574] : INFO : Epoch 1716 | loss: 0.0312755 | val_loss: 0.0312579 | Time: 2625.28 ms [2022-03-08 09:54:36 main:574] : INFO : Epoch 1717 | loss: 0.0312473 | val_loss: 0.031241 | Time: 2601.39 ms [2022-03-08 09:54:39 main:574] : INFO : Epoch 1718 | loss: 0.0312359 | val_loss: 0.0312294 | Time: 2889.75 ms [2022-03-08 09:54:42 main:574] : INFO : Epoch 1719 | loss: 0.0312266 | val_loss: 0.0312198 | Time: 2947.16 ms [2022-03-08 09:54:44 main:574] : INFO : Epoch 1720 | loss: 0.0312185 | val_loss: 0.0312105 | Time: 2551.11 ms [2022-03-08 09:54:47 main:574] : INFO : Epoch 1721 | loss: 0.0312075 | val_loss: 0.0312009 | Time: 2978.98 ms [2022-03-08 09:54:50 main:574] : INFO : Epoch 1722 | loss: 0.0311995 | val_loss: 0.0311952 | Time: 2976.57 ms [2022-03-08 09:54:54 main:574] : INFO : Epoch 1723 | loss: 0.0311953 | val_loss: 0.0311923 | Time: 2997.63 ms [2022-03-08 09:54:57 main:574] : INFO : Epoch 1724 | loss: 0.0311924 | val_loss: 0.0311908 | Time: 2934.18 ms [2022-03-08 09:54:59 main:574] : INFO : Epoch 1725 | loss: 0.0311894 | val_loss: 0.0311877 | Time: 2686.82 ms [2022-03-08 09:55:02 main:574] : INFO : Epoch 1726 | loss: 0.031186 | val_loss: 0.0311838 | Time: 2821.33 ms [2022-03-08 09:55:05 main:574] : INFO : Epoch 1727 | loss: 0.031181 | val_loss: 0.0311779 | Time: 2798.94 ms [2022-03-08 09:55:08 main:574] : INFO : Epoch 1728 | loss: 0.0311773 | val_loss: 0.0311767 | Time: 2973.07 ms [2022-03-08 09:55:11 main:574] : INFO : Epoch 1729 | loss: 0.0311754 | val_loss: 0.0311747 | Time: 3024.26 ms [2022-03-08 09:55:14 main:574] : INFO : Epoch 1730 | loss: 0.0311732 | val_loss: 0.0311733 | Time: 3008.62 ms [2022-03-08 09:55:17 main:574] : INFO : Epoch 1731 | loss: 0.031171 | val_loss: 0.0311721 | Time: 2734.35 ms [2022-03-08 09:55:20 main:574] : INFO : Epoch 1732 | loss: 0.0311702 | val_loss: 0.0311709 | Time: 3161.68 ms [2022-03-08 09:55:23 main:574] : INFO : Epoch 1733 | loss: 0.031169 | val_loss: 0.0311714 | Time: 2997.2 ms [2022-03-08 09:55:26 main:574] : INFO : Epoch 1734 | loss: 0.0311679 | val_loss: 0.0311706 | Time: 2516.05 ms [2022-03-08 09:55:28 main:574] : INFO : Epoch 1735 | loss: 0.031167 | val_loss: 0.0311703 | Time: 2560.48 ms [2022-03-08 09:55:31 main:574] : INFO : Epoch 1736 | loss: 0.0311658 | val_loss: 0.0311698 | Time: 2608.72 ms [2022-03-08 09:55:34 main:574] : INFO : Epoch 1737 | loss: 0.0311642 | val_loss: 0.0311681 | Time: 3092.41 ms [2022-03-08 09:55:37 main:574] : INFO : Epoch 1738 | loss: 0.0311638 | val_loss: 0.0311686 | Time: 2623.14 ms [2022-03-08 09:55:39 main:574] : INFO : Epoch 1739 | loss: 0.0311634 | val_loss: 0.0311664 | Time: 2553.82 ms [2022-03-08 09:55:42 main:574] : INFO : Epoch 1740 | loss: 0.0311627 | val_loss: 0.0311663 | Time: 2529.83 ms [2022-03-08 09:55:45 main:574] : INFO : Epoch 1741 | loss: 0.031162 | val_loss: 0.0311658 | Time: 2637.38 ms [2022-03-08 09:55:47 main:574] : INFO : Epoch 1742 | loss: 0.0311614 | val_loss: 0.0311664 | Time: 2527.2 ms [2022-03-08 09:55:50 main:574] : INFO : Epoch 1743 | loss: 0.0311615 | val_loss: 0.0311672 | Time: 2517.52 ms [2022-03-08 09:55:52 main:574] : INFO : Epoch 1744 | loss: 0.0311613 | val_loss: 0.0311657 | Time: 2553.88 ms [2022-03-08 09:55:55 main:574] : INFO : Epoch 1745 | loss: 0.0311601 | val_loss: 0.0311661 | Time: 2421.78 ms [2022-03-08 09:55:57 main:574] : INFO : Epoch 1746 | loss: 0.0311599 | val_loss: 0.0311654 | Time: 2541.68 ms [2022-03-08 09:56:00 main:574] : INFO : Epoch 1747 | loss: 0.031159 | val_loss: 0.0311641 | Time: 2526.01 ms [2022-03-08 09:56:03 main:574] : INFO : Epoch 1748 | loss: 0.0311589 | val_loss: 0.0311646 | Time: 2736.23 ms [2022-03-08 09:56:05 main:574] : INFO : Epoch 1749 | loss: 0.0311581 | val_loss: 0.0311639 | Time: 2386.08 ms [2022-03-08 09:56:08 main:574] : INFO : Epoch 1750 | loss: 0.0311579 | val_loss: 0.0311632 | Time: 2480 ms [2022-03-08 09:56:11 main:574] : INFO : Epoch 1751 | loss: 0.0311583 | val_loss: 0.0311637 | Time: 2917.45 ms [2022-03-08 09:56:13 main:574] : INFO : Epoch 1752 | loss: 0.0311575 | val_loss: 0.0311633 | Time: 2411 ms [2022-03-08 09:56:16 main:574] : INFO : Epoch 1753 | loss: 0.0311575 | val_loss: 0.0311632 | Time: 2665.02 ms [2022-03-08 09:56:19 main:574] : INFO : Epoch 1754 | loss: 0.0311568 | val_loss: 0.0311625 | Time: 2823.62 ms [2022-03-08 09:56:22 main:574] : INFO : Epoch 1755 | loss: 0.0311565 | val_loss: 0.0311624 | Time: 2860.99 ms [2022-03-08 09:56:24 main:574] : INFO : Epoch 1756 | loss: 0.031156 | val_loss: 0.0311618 | Time: 2802.53 ms [2022-03-08 09:56:27 main:574] : INFO : Epoch 1757 | loss: 0.0311564 | val_loss: 0.0311613 | Time: 2453.34 ms [2022-03-08 09:56:30 main:574] : INFO : Epoch 1758 | loss: 0.031156 | val_loss: 0.0311611 | Time: 2636.87 ms [2022-03-08 09:56:32 main:574] : INFO : Epoch 1759 | loss: 0.031156 | val_loss: 0.0311604 | Time: 2735.07 ms [2022-03-08 09:56:35 main:574] : INFO : Epoch 1760 | loss: 0.0311551 | val_loss: 0.0311618 | Time: 2465.21 ms [2022-03-08 09:56:37 main:574] : INFO : Epoch 1761 | loss: 0.0311549 | val_loss: 0.031161 | Time: 2450.44 ms [2022-03-08 09:56:40 main:574] : INFO : Epoch 1762 | loss: 0.0311554 | val_loss: 0.0311614 | Time: 2497.39 ms [2022-03-08 09:56:42 main:574] : INFO : Epoch 1763 | loss: 0.0311548 | val_loss: 0.0311605 | Time: 2441.43 ms [2022-03-08 09:56:45 main:574] : INFO : Epoch 1764 | loss: 0.0311535 | val_loss: 0.0311593 | Time: 2461.13 ms [2022-03-08 09:56:47 main:574] : INFO : Epoch 1765 | loss: 0.0311534 | val_loss: 0.0311611 | Time: 2483.36 ms [2022-03-08 09:56:50 main:574] : INFO : Epoch 1766 | loss: 0.0311537 | val_loss: 0.0311592 | Time: 2573.98 ms [2022-03-08 09:56:53 main:574] : INFO : Epoch 1767 | loss: 0.0311529 | val_loss: 0.0311596 | Time: 2627.46 ms [2022-03-08 09:56:55 main:574] : INFO : Epoch 1768 | loss: 0.0311528 | val_loss: 0.0311603 | Time: 2580.04 ms [2022-03-08 09:56:58 main:574] : INFO : Epoch 1769 | loss: 0.0311526 | val_loss: 0.0311593 | Time: 2551.25 ms [2022-03-08 09:57:00 main:574] : INFO : Epoch 1770 | loss: 0.0311523 | val_loss: 0.0311583 | Time: 2616.72 ms [2022-03-08 09:57:04 main:574] : INFO : Epoch 1771 | loss: 0.0311515 | val_loss: 0.0311579 | Time: 3166.34 ms [2022-03-08 09:57:07 main:574] : INFO : Epoch 1772 | loss: 0.0311516 | val_loss: 0.0311582 | Time: 3237.95 ms [2022-03-08 09:57:10 main:574] : INFO : Epoch 1773 | loss: 0.031152 | val_loss: 0.0311566 | Time: 2753.9 ms [2022-03-08 09:57:12 main:574] : INFO : Epoch 1774 | loss: 0.031151 | val_loss: 0.0311566 | Time: 2678.4 ms [2022-03-08 09:57:15 main:574] : INFO : Epoch 1775 | loss: 0.0311506 | val_loss: 0.0311574 | Time: 2887.75 ms [2022-03-08 09:57:18 main:574] : INFO : Epoch 1776 | loss: 0.0311516 | val_loss: 0.0311563 | Time: 2666.68 ms [2022-03-08 09:57:21 main:574] : INFO : Epoch 1777 | loss: 0.0311507 | val_loss: 0.0311546 | Time: 2932.35 ms [2022-03-08 09:57:24 main:574] : INFO : Epoch 1778 | loss: 0.0311504 | val_loss: 0.0311555 | Time: 3019.65 ms [2022-03-08 09:57:27 main:574] : INFO : Epoch 1779 | loss: 0.0311507 | val_loss: 0.0311555 | Time: 2830.58 ms [2022-03-08 09:57:30 main:574] : INFO : Epoch 1780 | loss: 0.0311501 | val_loss: 0.0311543 | Time: 2914.89 ms [2022-03-08 09:57:33 main:574] : INFO : Epoch 1781 | loss: 0.0311495 | val_loss: 0.0311539 | Time: 2689.41 ms [2022-03-08 09:57:35 main:574] : INFO : Epoch 1782 | loss: 0.0311495 | val_loss: 0.0311551 | Time: 2731.96 ms [2022-03-08 09:57:38 main:574] : INFO : Epoch 1783 | loss: 0.0311489 | val_loss: 0.0311546 | Time: 2560.79 ms [2022-03-08 09:57:41 main:574] : INFO : Epoch 1784 | loss: 0.0311482 | val_loss: 0.0311551 | Time: 2545.05 ms [2022-03-08 09:57:43 main:574] : INFO : Epoch 1785 | loss: 0.0311491 | val_loss: 0.0311554 | Time: 2626.67 ms [2022-03-08 09:57:46 main:574] : INFO : Epoch 1786 | loss: 0.0311495 | val_loss: 0.0311578 | Time: 2483.85 ms [2022-03-08 09:57:48 main:574] : INFO : Epoch 1787 | loss: 0.0311493 | val_loss: 0.0311564 | Time: 2639.47 ms [2022-03-08 09:57:51 main:574] : INFO : Epoch 1788 | loss: 0.0311507 | val_loss: 0.0311574 | Time: 2496.81 ms [2022-03-08 09:57:54 main:574] : INFO : Epoch 1789 | loss: 0.0311509 | val_loss: 0.0311552 | Time: 2443.08 ms [2022-03-08 09:57:56 main:574] : INFO : Epoch 1790 | loss: 0.0311501 | val_loss: 0.0311545 | Time: 2423.12 ms [2022-03-08 09:57:58 main:574] : INFO : Epoch 1791 | loss: 0.0311493 | val_loss: 0.0311541 | Time: 2473.81 ms [2022-03-08 09:58:01 main:574] : INFO : Epoch 1792 | loss: 0.0311488 | val_loss: 0.0311551 | Time: 2531.87 ms [2022-03-08 09:58:04 main:574] : INFO : Epoch 1793 | loss: 0.0311481 | val_loss: 0.031154 | Time: 2456.28 ms [2022-03-08 09:58:06 main:574] : INFO : Epoch 1794 | loss: 0.0311473 | val_loss: 0.0311541 | Time: 2859.29 ms [2022-03-08 09:58:09 main:574] : INFO : Epoch 1795 | loss: 0.031147 | val_loss: 0.0311532 | Time: 2610.45 ms [2022-03-08 09:58:12 main:574] : INFO : Epoch 1796 | loss: 0.0311471 | val_loss: 0.0311535 | Time: 2506.84 ms [2022-03-08 09:58:14 main:574] : INFO : Epoch 1797 | loss: 0.0311462 | val_loss: 0.0311536 | Time: 2461.34 ms [2022-03-08 09:58:17 main:574] : INFO : Epoch 1798 | loss: 0.0311464 | val_loss: 0.0311569 | Time: 2559.49 ms [2022-03-08 09:58:19 main:574] : INFO : Epoch 1799 | loss: 0.0311535 | val_loss: 0.0311572 | Time: 2438.74 ms [2022-03-08 09:58:22 main:574] : INFO : Epoch 1800 | loss: 0.0311529 | val_loss: 0.0311562 | Time: 2496.49 ms [2022-03-08 09:58:24 main:574] : INFO : Epoch 1801 | loss: 0.0311519 | val_loss: 0.0311567 | Time: 2578.77 ms [2022-03-08 09:58:27 main:574] : INFO : Epoch 1802 | loss: 0.0311509 | val_loss: 0.0311545 | Time: 2494.41 ms [2022-03-08 09:58:29 main:574] : INFO : Epoch 1803 | loss: 0.0311495 | val_loss: 0.0311535 | Time: 2459.55 ms [2022-03-08 09:58:32 main:574] : INFO : Epoch 1804 | loss: 0.0311475 | val_loss: 0.0311534 | Time: 2468.56 ms [2022-03-08 09:58:34 main:574] : INFO : Epoch 1805 | loss: 0.031147 | val_loss: 0.0311525 | Time: 2454.8 ms [2022-03-08 09:58:37 main:574] : INFO : Epoch 1806 | loss: 0.0311458 | val_loss: 0.0311532 | Time: 2484.03 ms [2022-03-08 09:58:39 main:574] : INFO : Epoch 1807 | loss: 0.0311453 | val_loss: 0.0311522 | Time: 2448.49 ms [2022-03-08 09:58:43 main:574] : INFO : Epoch 1808 | loss: 0.031145 | val_loss: 0.0311518 | Time: 3100.27 ms [2022-03-08 09:58:45 main:574] : INFO : Epoch 1809 | loss: 0.0311441 | val_loss: 0.0311524 | Time: 2412.52 ms [2022-03-08 09:58:48 main:574] : INFO : Epoch 1810 | loss: 0.0311451 | val_loss: 0.0311517 | Time: 2516.56 ms [2022-03-08 09:58:50 main:574] : INFO : Epoch 1811 | loss: 0.0311459 | val_loss: 0.0311541 | Time: 2426.3 ms [2022-03-08 09:58:53 main:574] : INFO : Epoch 1812 | loss: 0.0311443 | val_loss: 0.031152 | Time: 2437.5 ms [2022-03-08 09:58:55 main:574] : INFO : Epoch 1813 | loss: 0.0311438 | val_loss: 0.0311524 | Time: 2453.59 ms [2022-03-08 09:58:58 main:574] : INFO : Epoch 1814 | loss: 0.031144 | val_loss: 0.031153 | Time: 2448.83 ms [2022-03-08 09:59:00 main:574] : INFO : Epoch 1815 | loss: 0.0311438 | val_loss: 0.0311538 | Time: 2432.63 ms [2022-03-08 09:59:03 main:574] : INFO : Epoch 1816 | loss: 0.0311434 | val_loss: 0.0311541 | Time: 2480.3 ms [2022-03-08 09:59:05 main:574] : INFO : Epoch 1817 | loss: 0.0311435 | val_loss: 0.0311531 | Time: 2444.81 ms [2022-03-08 09:59:08 main:574] : INFO : Epoch 1818 | loss: 0.0311428 | val_loss: 0.0311525 | Time: 2503.32 ms [2022-03-08 09:59:10 main:574] : INFO : Epoch 1819 | loss: 0.0311426 | val_loss: 0.0311526 | Time: 2512.09 ms [2022-03-08 09:59:13 main:574] : INFO : Epoch 1820 | loss: 0.0311433 | val_loss: 0.0311526 | Time: 2568.99 ms [2022-03-08 09:59:16 main:574] : INFO : Epoch 1821 | loss: 0.0311438 | val_loss: 0.0311542 | Time: 2748.39 ms [2022-03-08 09:59:18 main:574] : INFO : Epoch 1822 | loss: 0.031146 | val_loss: 0.0311518 | Time: 2551.55 ms [2022-03-08 09:59:21 main:574] : INFO : Epoch 1823 | loss: 0.0311464 | val_loss: 0.0311542 | Time: 2447.82 ms [2022-03-08 09:59:23 main:574] : INFO : Epoch 1824 | loss: 0.0311461 | val_loss: 0.0311529 | Time: 2531.84 ms [2022-03-08 09:59:26 main:574] : INFO : Epoch 1825 | loss: 0.0311462 | val_loss: 0.0311553 | Time: 2474.42 ms [2022-03-08 09:59:28 main:574] : INFO : Epoch 1826 | loss: 0.031146 | val_loss: 0.0311513 | Time: 2421.08 ms [2022-03-08 09:59:31 main:574] : INFO : Epoch 1827 | loss: 0.0311451 | val_loss: 0.031151 | Time: 2444.04 ms [2022-03-08 09:59:33 main:574] : INFO : Epoch 1828 | loss: 0.0311443 | val_loss: 0.0311502 | Time: 2556.73 ms [2022-03-08 09:59:36 main:574] : INFO : Epoch 1829 | loss: 0.0311439 | val_loss: 0.0311501 | Time: 2520.19 ms [2022-03-08 09:59:38 main:574] : INFO : Epoch 1830 | loss: 0.0311431 | val_loss: 0.0311505 | Time: 2476.47 ms [2022-03-08 09:59:41 main:574] : INFO : Epoch 1831 | loss: 0.0311436 | val_loss: 0.0311506 | Time: 2395.19 ms [2022-03-08 09:59:43 main:574] : INFO : Epoch 1832 | loss: 0.0311431 | val_loss: 0.0311499 | Time: 2378.01 ms [2022-03-08 09:59:46 main:574] : INFO : Epoch 1833 | loss: 0.0311426 | val_loss: 0.0311501 | Time: 2437.52 ms [2022-03-08 09:59:48 main:574] : INFO : Epoch 1834 | loss: 0.0311425 | val_loss: 0.0311507 | Time: 2668.8 ms [2022-03-08 09:59:51 main:574] : INFO : Epoch 1835 | loss: 0.0311427 | val_loss: 0.0311499 | Time: 2497.44 ms [2022-03-08 09:59:54 main:574] : INFO : Epoch 1836 | loss: 0.0311424 | val_loss: 0.0311503 | Time: 2474.34 ms [2022-03-08 09:59:56 main:574] : INFO : Epoch 1837 | loss: 0.0311419 | val_loss: 0.0311502 | Time: 2436.85 ms [2022-03-08 09:59:59 main:574] : INFO : Epoch 1838 | loss: 0.031142 | val_loss: 0.0311508 | Time: 2509.49 ms [2022-03-08 10:00:01 main:574] : INFO : Epoch 1839 | loss: 0.0311463 | val_loss: 0.0311544 | Time: 2488.15 ms [2022-03-08 10:00:04 main:574] : INFO : Epoch 1840 | loss: 0.0311486 | val_loss: 0.0311525 | Time: 2646.01 ms [2022-03-08 10:00:07 main:574] : INFO : Epoch 1841 | loss: 0.0311479 | val_loss: 0.031151 | Time: 2745.42 ms [2022-03-08 10:00:09 main:574] : INFO : Epoch 1842 | loss: 0.0311467 | val_loss: 0.0311495 | Time: 2644.86 ms [2022-03-08 10:00:12 main:574] : INFO : Epoch 1843 | loss: 0.0311469 | val_loss: 0.0311511 | Time: 2708.97 ms [2022-03-08 10:00:15 main:574] : INFO : Epoch 1844 | loss: 0.031145 | val_loss: 0.0311522 | Time: 2572.09 ms [2022-03-08 10:00:17 main:574] : INFO : Epoch 1845 | loss: 0.0311447 | val_loss: 0.0311528 | Time: 2473.31 ms [2022-03-08 10:00:20 main:574] : INFO : Epoch 1846 | loss: 0.0311435 | val_loss: 0.0311513 | Time: 2563.21 ms [2022-03-08 10:00:22 main:574] : INFO : Epoch 1847 | loss: 0.0311436 | val_loss: 0.0311528 | Time: 2451.51 ms [2022-03-08 10:00:25 main:574] : INFO : Epoch 1848 | loss: 0.0311437 | val_loss: 0.0311507 | Time: 2416.25 ms [2022-03-08 10:00:27 main:574] : INFO : Epoch 1849 | loss: 0.0311423 | val_loss: 0.0311517 | Time: 2787.77 ms [2022-03-08 10:00:30 main:574] : INFO : Epoch 1850 | loss: 0.0311427 | val_loss: 0.03115 | Time: 2424.05 ms [2022-03-08 10:00:32 main:574] : INFO : Epoch 1851 | loss: 0.0311424 | val_loss: 0.0311504 | Time: 2488.76 ms [2022-03-08 10:00:35 main:574] : INFO : Epoch 1852 | loss: 0.0311422 | val_loss: 0.0311537 | Time: 2580.68 ms [2022-03-08 10:00:38 main:574] : INFO : Epoch 1853 | loss: 0.0311428 | val_loss: 0.0311513 | Time: 2617.58 ms [2022-03-08 10:00:41 main:574] : INFO : Epoch 1854 | loss: 0.0311414 | val_loss: 0.0311507 | Time: 2716.66 ms [2022-03-08 10:00:43 main:574] : INFO : Epoch 1855 | loss: 0.0311412 | val_loss: 0.0311505 | Time: 2554.56 ms [2022-03-08 10:00:46 main:574] : INFO : Epoch 1856 | loss: 0.0311418 | val_loss: 0.0311504 | Time: 2597.59 ms [2022-03-08 10:00:48 main:574] : INFO : Epoch 1857 | loss: 0.0311403 | val_loss: 0.0311509 | Time: 2691.61 ms [2022-03-08 10:00:51 main:574] : INFO : Epoch 1858 | loss: 0.0311403 | val_loss: 0.0311516 | Time: 2521.11 ms [2022-03-08 10:00:54 main:574] : INFO : Epoch 1859 | loss: 0.0311403 | val_loss: 0.0311511 | Time: 2577.31 ms [2022-03-08 10:00:56 main:574] : INFO : Epoch 1860 | loss: 0.0311403 | val_loss: 0.0311512 | Time: 2432.42 ms [2022-03-08 10:00:59 main:574] : INFO : Epoch 1861 | loss: 0.031141 | val_loss: 0.0311505 | Time: 2548.79 ms [2022-03-08 10:01:01 main:574] : INFO : Epoch 1862 | loss: 0.0311405 | val_loss: 0.0311513 | Time: 2424.29 ms [2022-03-08 10:01:04 main:574] : INFO : Epoch 1863 | loss: 0.0311398 | val_loss: 0.0311509 | Time: 2479.07 ms [2022-03-08 10:01:06 main:574] : INFO : Epoch 1864 | loss: 0.0311396 | val_loss: 0.0311511 | Time: 2540.77 ms [2022-03-08 10:01:09 main:574] : INFO : Epoch 1865 | loss: 0.0311402 | val_loss: 0.0311512 | Time: 2392.07 ms [2022-03-08 10:01:11 main:574] : INFO : Epoch 1866 | loss: 0.0311398 | val_loss: 0.0311516 | Time: 2426.61 ms [2022-03-08 10:01:14 main:574] : INFO : Epoch 1867 | loss: 0.0311403 | val_loss: 0.0311506 | Time: 2492.63 ms [2022-03-08 10:01:16 main:574] : INFO : Epoch 1868 | loss: 0.0311406 | val_loss: 0.0311521 | Time: 2762.72 ms [2022-03-08 10:01:19 main:574] : INFO : Epoch 1869 | loss: 0.0311422 | val_loss: 0.0311513 | Time: 2787.45 ms [2022-03-08 10:01:22 main:574] : INFO : Epoch 1870 | loss: 0.0311412 | val_loss: 0.0311507 | Time: 2499.57 ms [2022-03-08 10:01:24 main:574] : INFO : Epoch 1871 | loss: 0.031141 | val_loss: 0.0311535 | Time: 2438.36 ms [2022-03-08 10:01:27 main:574] : INFO : Epoch 1872 | loss: 0.031141 | val_loss: 0.0311526 | Time: 2397.98 ms [2022-03-08 10:01:29 main:574] : INFO : Epoch 1873 | loss: 0.0311404 | val_loss: 0.0311523 | Time: 2533.7 ms [2022-03-08 10:01:32 main:574] : INFO : Epoch 1874 | loss: 0.0311415 | val_loss: 0.0311513 | Time: 2516.07 ms [2022-03-08 10:01:34 main:574] : INFO : Epoch 1875 | loss: 0.0311409 | val_loss: 0.0311516 | Time: 2437.93 ms [2022-03-08 10:01:37 main:574] : INFO : Epoch 1876 | loss: 0.0311404 | val_loss: 0.0311523 | Time: 2454.77 ms [2022-03-08 10:01:40 main:574] : INFO : Epoch 1877 | loss: 0.0311433 | val_loss: 0.0311521 | Time: 2663.99 ms [2022-03-08 10:01:42 main:574] : INFO : Epoch 1878 | loss: 0.0311427 | val_loss: 0.0311516 | Time: 2427.38 ms [2022-03-08 10:01:45 main:574] : INFO : Epoch 1879 | loss: 0.0311428 | val_loss: 0.0311501 | Time: 2433.23 ms [2022-03-08 10:01:47 main:574] : INFO : Epoch 1880 | loss: 0.0311419 | val_loss: 0.0311523 | Time: 2445.33 ms [2022-03-08 10:01:50 main:574] : INFO : Epoch 1881 | loss: 0.0311433 | val_loss: 0.0311539 | Time: 2517.24 ms [2022-03-08 10:01:52 main:574] : INFO : Epoch 1882 | loss: 0.0311425 | val_loss: 0.0311537 | Time: 2435.63 ms [2022-03-08 10:01:55 main:574] : INFO : Epoch 1883 | loss: 0.031142 | val_loss: 0.0311531 | Time: 2603.03 ms [2022-03-08 10:01:57 main:574] : INFO : Epoch 1884 | loss: 0.0311416 | val_loss: 0.0311532 | Time: 2442.63 ms [2022-03-08 10:02:00 main:574] : INFO : Epoch 1885 | loss: 0.0311422 | val_loss: 0.0311528 | Time: 2782.19 ms [2022-03-08 10:02:03 main:574] : INFO : Epoch 1886 | loss: 0.031145 | val_loss: 0.031153 | Time: 2397.36 ms [2022-03-08 10:02:05 main:574] : INFO : Epoch 1887 | loss: 0.0311427 | val_loss: 0.0311528 | Time: 2538.69 ms [2022-03-08 10:02:08 main:574] : INFO : Epoch 1888 | loss: 0.0311431 | val_loss: 0.0311625 | Time: 2434.43 ms [2022-03-08 10:02:10 main:574] : INFO : Epoch 1889 | loss: 0.0311461 | val_loss: 0.0311551 | Time: 2413.54 ms [2022-03-08 10:02:13 main:574] : INFO : Epoch 1890 | loss: 0.0311439 | val_loss: 0.0311529 | Time: 2413.7 ms [2022-03-08 10:02:15 main:574] : INFO : Epoch 1891 | loss: 0.031146 | val_loss: 0.0311515 | Time: 2469.5 ms [2022-03-08 10:02:18 main:574] : INFO : Epoch 1892 | loss: 0.0311448 | val_loss: 0.0311509 | Time: 2505.68 ms [2022-03-08 10:02:20 main:574] : INFO : Epoch 1893 | loss: 0.0311434 | val_loss: 0.0311511 | Time: 2472.76 ms [2022-03-08 10:02:23 main:574] : INFO : Epoch 1894 | loss: 0.031143 | val_loss: 0.03115 | Time: 2689.45 ms [2022-03-08 10:02:25 main:574] : INFO : Epoch 1895 | loss: 0.0311418 | val_loss: 0.0311508 | Time: 2459.5 ms [2022-03-08 10:02:28 main:574] : INFO : Epoch 1896 | loss: 0.0311419 | val_loss: 0.0311496 | Time: 2513.14 ms [2022-03-08 10:02:31 main:574] : INFO : Epoch 1897 | loss: 0.0311418 | val_loss: 0.0311542 | Time: 2741.29 ms [2022-03-08 10:02:33 main:574] : INFO : Epoch 1898 | loss: 0.0311432 | val_loss: 0.0311511 | Time: 2490.75 ms [2022-03-08 10:02:36 main:574] : INFO : Epoch 1899 | loss: 0.0311418 | val_loss: 0.0311507 | Time: 2417.37 ms [2022-03-08 10:02:38 main:574] : INFO : Epoch 1900 | loss: 0.0311405 | val_loss: 0.0311505 | Time: 2427.78 ms [2022-03-08 10:02:41 main:574] : INFO : Epoch 1901 | loss: 0.0311399 | val_loss: 0.0311528 | Time: 2486.44 ms [2022-03-08 10:02:43 main:574] : INFO : Epoch 1902 | loss: 0.0311402 | val_loss: 0.0311528 | Time: 2428.63 ms [2022-03-08 10:02:46 main:574] : INFO : Epoch 1903 | loss: 0.0311407 | val_loss: 0.0311509 | Time: 2731.39 ms [2022-03-08 10:02:48 main:574] : INFO : Epoch 1904 | loss: 0.0311395 | val_loss: 0.0311515 | Time: 2392.04 ms [2022-03-08 10:02:51 main:574] : INFO : Epoch 1905 | loss: 0.0311404 | val_loss: 0.0311521 | Time: 2407.07 ms [2022-03-08 10:02:53 main:574] : INFO : Epoch 1906 | loss: 0.03114 | val_loss: 0.031151 | Time: 2451.09 ms [2022-03-08 10:02:56 main:574] : INFO : Epoch 1907 | loss: 0.0311406 | val_loss: 0.0311514 | Time: 2482.31 ms [2022-03-08 10:02:58 main:574] : INFO : Epoch 1908 | loss: 0.0311398 | val_loss: 0.0311508 | Time: 2460.41 ms [2022-03-08 10:03:01 main:574] : INFO : Epoch 1909 | loss: 0.0311392 | val_loss: 0.0311516 | Time: 2726.21 ms [2022-03-08 10:03:04 main:574] : INFO : Epoch 1910 | loss: 0.0311415 | val_loss: 0.031158 | Time: 2456.12 ms [2022-03-08 10:03:06 main:574] : INFO : Epoch 1911 | loss: 0.0311444 | val_loss: 0.0311514 | Time: 2505.86 ms [2022-03-08 10:03:09 main:574] : INFO : Epoch 1912 | loss: 0.031141 | val_loss: 0.0311508 | Time: 2516.15 ms [2022-03-08 10:03:11 main:574] : INFO : Epoch 1913 | loss: 0.0311394 | val_loss: 0.0311515 | Time: 2500.04 ms [2022-03-08 10:03:14 main:574] : INFO : Epoch 1914 | loss: 0.0311396 | val_loss: 0.0311529 | Time: 2405.83 ms [2022-03-08 10:03:16 main:574] : INFO : Epoch 1915 | loss: 0.0311389 | val_loss: 0.0311504 | Time: 2315.71 ms [2022-03-08 10:03:19 main:574] : INFO : Epoch 1916 | loss: 0.031139 | val_loss: 0.0311524 | Time: 2443.81 ms [2022-03-08 10:03:21 main:574] : INFO : Epoch 1917 | loss: 0.0311396 | val_loss: 0.0311519 | Time: 2386.76 ms [2022-03-08 10:03:24 main:574] : INFO : Epoch 1918 | loss: 0.0311394 | val_loss: 0.0311525 | Time: 2728.42 ms [2022-03-08 10:03:26 main:574] : INFO : Epoch 1919 | loss: 0.0311383 | val_loss: 0.0311526 | Time: 2388.49 ms [2022-03-08 10:03:29 main:574] : INFO : Epoch 1920 | loss: 0.0311383 | val_loss: 0.0311518 | Time: 2653.44 ms [2022-03-08 10:03:31 main:574] : INFO : Epoch 1921 | loss: 0.0311382 | val_loss: 0.0311533 | Time: 2495.66 ms [2022-03-08 10:03:34 main:574] : INFO : Epoch 1922 | loss: 0.0311393 | val_loss: 0.031151 | Time: 2475.95 ms [2022-03-08 10:03:36 main:574] : INFO : Epoch 1923 | loss: 0.0311393 | val_loss: 0.0311504 | Time: 2438.49 ms [2022-03-08 10:03:39 main:574] : INFO : Epoch 1924 | loss: 0.0311393 | val_loss: 0.0311499 | Time: 2457.42 ms [2022-03-08 10:03:41 main:574] : INFO : Epoch 1925 | loss: 0.0311386 | val_loss: 0.0311508 | Time: 2426.58 ms [2022-03-08 10:03:44 main:574] : INFO : Epoch 1926 | loss: 0.0311396 | val_loss: 0.0311547 | Time: 2431.98 ms [2022-03-08 10:03:46 main:574] : INFO : Epoch 1927 | loss: 0.0311429 | val_loss: 0.031157 | Time: 2393.99 ms [2022-03-08 10:03:49 main:574] : INFO : Epoch 1928 | loss: 0.0311409 | val_loss: 0.0311507 | Time: 2650.34 ms [2022-03-08 10:03:52 main:574] : INFO : Epoch 1929 | loss: 0.0311486 | val_loss: 0.0311574 | Time: 2477.78 ms [2022-03-08 10:03:54 main:574] : INFO : Epoch 1930 | loss: 0.0311633 | val_loss: 0.0311704 | Time: 2458.64 ms [2022-03-08 10:03:57 main:574] : INFO : Epoch 1931 | loss: 0.0312069 | val_loss: 0.0312068 | Time: 2751.31 ms [2022-03-08 10:03:59 main:574] : INFO : Epoch 1932 | loss: 0.031207 | val_loss: 0.0312011 | Time: 2458.89 ms [2022-03-08 10:04:02 main:574] : INFO : Epoch 1933 | loss: 0.0312008 | val_loss: 0.0312007 | Time: 2471.63 ms [2022-03-08 10:04:05 main:574] : INFO : Epoch 1934 | loss: 0.0312038 | val_loss: 0.031201 | Time: 2838.94 ms [2022-03-08 10:04:07 main:574] : INFO : Epoch 1935 | loss: 0.0311949 | val_loss: 0.0311895 | Time: 2538.26 ms [2022-03-08 10:04:10 main:574] : INFO : Epoch 1936 | loss: 0.0311923 | val_loss: 0.0311898 | Time: 2434.59 ms [2022-03-08 10:04:12 main:574] : INFO : Epoch 1937 | loss: 0.03119 | val_loss: 0.0311889 | Time: 2721.35 ms [2022-03-08 10:04:15 main:574] : INFO : Epoch 1938 | loss: 0.0311909 | val_loss: 0.0311864 | Time: 2463.23 ms [2022-03-08 10:04:18 main:574] : INFO : Epoch 1939 | loss: 0.0311886 | val_loss: 0.0311869 | Time: 2482.75 ms [2022-03-08 10:04:20 main:574] : INFO : Epoch 1940 | loss: 0.0311872 | val_loss: 0.0311868 | Time: 2506.81 ms [2022-03-08 10:04:23 main:574] : INFO : Epoch 1941 | loss: 0.0311864 | val_loss: 0.0311861 | Time: 2449.53 ms [2022-03-08 10:04:25 main:574] : INFO : Epoch 1942 | loss: 0.0311858 | val_loss: 0.0311857 | Time: 2496.82 ms [2022-03-08 10:04:28 main:574] : INFO : Epoch 1943 | loss: 0.0311858 | val_loss: 0.0311852 | Time: 2597.75 ms [2022-03-08 10:04:30 main:574] : INFO : Epoch 1944 | loss: 0.0311847 | val_loss: 0.0311836 | Time: 2451.31 ms [2022-03-08 10:04:33 main:574] : INFO : Epoch 1945 | loss: 0.0311838 | val_loss: 0.0311833 | Time: 2467.98 ms [2022-03-08 10:04:35 main:574] : INFO : Epoch 1946 | loss: 0.0311833 | val_loss: 0.0311836 | Time: 2444.96 ms [2022-03-08 10:04:38 main:574] : INFO : Epoch 1947 | loss: 0.0311834 | val_loss: 0.0311851 | Time: 2493.83 ms [2022-03-08 10:04:40 main:574] : INFO : Epoch 1948 | loss: 0.0311838 | val_loss: 0.0311848 | Time: 2412.75 ms [2022-03-08 10:04:43 main:574] : INFO : Epoch 1949 | loss: 0.0311852 | val_loss: 0.0311836 | Time: 2480.48 ms [2022-03-08 10:04:45 main:574] : INFO : Epoch 1950 | loss: 0.0311828 | val_loss: 0.0311833 | Time: 2633.16 ms [2022-03-08 10:04:48 main:574] : INFO : Epoch 1951 | loss: 0.0311824 | val_loss: 0.0311843 | Time: 2489.55 ms [2022-03-08 10:04:51 main:574] : INFO : Epoch 1952 | loss: 0.0311825 | val_loss: 0.0311866 | Time: 2531.02 ms [2022-03-08 10:04:53 main:574] : INFO : Epoch 1953 | loss: 0.0311825 | val_loss: 0.031187 | Time: 2447.18 ms [2022-03-08 10:04:56 main:574] : INFO : Epoch 1954 | loss: 0.0311841 | val_loss: 0.0311864 | Time: 2474.14 ms [2022-03-08 10:04:58 main:574] : INFO : Epoch 1955 | loss: 0.0311826 | val_loss: 0.0311862 | Time: 2456.96 ms [2022-03-08 10:05:01 main:574] : INFO : Epoch 1956 | loss: 0.031185 | val_loss: 0.031186 | Time: 2522.31 ms [2022-03-08 10:05:03 main:574] : INFO : Epoch 1957 | loss: 0.0311826 | val_loss: 0.0311835 | Time: 2514.25 ms [2022-03-08 10:05:06 main:574] : INFO : Epoch 1958 | loss: 0.0311818 | val_loss: 0.0311836 | Time: 2461.34 ms [2022-03-08 10:05:08 main:574] : INFO : Epoch 1959 | loss: 0.031181 | val_loss: 0.0311842 | Time: 2508.85 ms [2022-03-08 10:05:11 main:574] : INFO : Epoch 1960 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 2501.41 ms [2022-03-08 10:05:13 main:574] : INFO : Epoch 1961 | loss: 0.0311813 | val_loss: 0.031184 | Time: 2468.68 ms [2022-03-08 10:05:16 main:574] : INFO : Epoch 1962 | loss: 0.0311805 | val_loss: 0.031184 | Time: 2527.68 ms [2022-03-08 10:05:19 main:574] : INFO : Epoch 1963 | loss: 0.0311803 | val_loss: 0.031185 | Time: 2582.14 ms [2022-03-08 10:05:21 main:574] : INFO : Epoch 1964 | loss: 0.0311803 | val_loss: 0.0311833 | Time: 2530.71 ms [2022-03-08 10:05:24 main:574] : INFO : Epoch 1965 | loss: 0.0311793 | val_loss: 0.0311846 | Time: 2478.69 ms [2022-03-08 10:05:27 main:574] : INFO : Epoch 1966 | loss: 0.0311804 | val_loss: 0.0311856 | Time: 2692.88 ms [2022-03-08 10:05:29 main:574] : INFO : Epoch 1967 | loss: 0.0311808 | val_loss: 0.0311834 | Time: 2474.37 ms [2022-03-08 10:05:32 main:574] : INFO : Epoch 1968 | loss: 0.0311796 | val_loss: 0.0311847 | Time: 2467.73 ms [2022-03-08 10:05:34 main:574] : INFO : Epoch 1969 | loss: 0.0311789 | val_loss: 0.0311842 | Time: 2525.99 ms [2022-03-08 10:05:37 main:574] : INFO : Epoch 1970 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 2489.34 ms [2022-03-08 10:05:39 main:574] : INFO : Epoch 1971 | loss: 0.031178 | val_loss: 0.0311828 | Time: 2420.22 ms [2022-03-08 10:05:42 main:574] : INFO : Epoch 1972 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 2502.34 ms [2022-03-08 10:05:44 main:574] : INFO : Epoch 1973 | loss: 0.0311784 | val_loss: 0.031183 | Time: 2532.8 ms [2022-03-08 10:05:47 main:574] : INFO : Epoch 1974 | loss: 0.031178 | val_loss: 0.0311841 | Time: 2508.05 ms [2022-03-08 10:05:49 main:574] : INFO : Epoch 1975 | loss: 0.0311778 | val_loss: 0.0311834 | Time: 2447.07 ms [2022-03-08 10:05:52 main:574] : INFO : Epoch 1976 | loss: 0.0311778 | val_loss: 0.0311827 | Time: 2433.28 ms [2022-03-08 10:05:55 main:574] : INFO : Epoch 1977 | loss: 0.0311786 | val_loss: 0.0311822 | Time: 2537.22 ms [2022-03-08 10:05:57 main:574] : INFO : Epoch 1978 | loss: 0.0311775 | val_loss: 0.0311827 | Time: 2413.83 ms [2022-03-08 10:06:00 main:574] : INFO : Epoch 1979 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 2551.9 ms [2022-03-08 10:06:02 main:574] : INFO : Epoch 1980 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 2504.79 ms [2022-03-08 10:06:05 main:574] : INFO : Epoch 1981 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 2520.51 ms [2022-03-08 10:06:07 main:574] : INFO : Epoch 1982 | loss: 0.0311774 | val_loss: 0.0311829 | Time: 2497.16 ms [2022-03-08 10:06:10 main:574] : INFO : Epoch 1983 | loss: 0.0311772 | val_loss: 0.031184 | Time: 2500.77 ms [2022-03-08 10:06:12 main:574] : INFO : Epoch 1984 | loss: 0.0311766 | val_loss: 0.0311844 | Time: 2457.74 ms [2022-03-08 10:06:15 main:574] : INFO : Epoch 1985 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 2427.24 ms [2022-03-08 10:06:18 main:574] : INFO : Epoch 1986 | loss: 0.0311765 | val_loss: 0.031181 | Time: 2684.94 ms [2022-03-08 10:06:20 main:574] : INFO : Epoch 1987 | loss: 0.0311755 | val_loss: 0.0311818 | Time: 2413.54 ms [2022-03-08 10:06:23 main:574] : INFO : Epoch 1988 | loss: 0.0311746 | val_loss: 0.0311832 | Time: 2497.02 ms [2022-03-08 10:06:25 main:574] : INFO : Epoch 1989 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 2452.61 ms [2022-03-08 10:06:28 main:574] : INFO : Epoch 1990 | loss: 0.0311745 | val_loss: 0.0311821 | Time: 2475.41 ms [2022-03-08 10:06:30 main:574] : INFO : Epoch 1991 | loss: 0.0311752 | val_loss: 0.0311821 | Time: 2531.53 ms [2022-03-08 10:06:33 main:574] : INFO : Epoch 1992 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 2490.35 ms [2022-03-08 10:06:35 main:574] : INFO : Epoch 1993 | loss: 0.0311746 | val_loss: 0.031182 | Time: 2389.29 ms [2022-03-08 10:06:38 main:574] : INFO : Epoch 1994 | loss: 0.0311736 | val_loss: 0.0311822 | Time: 2465.56 ms [2022-03-08 10:06:40 main:574] : INFO : Epoch 1995 | loss: 0.0311734 | val_loss: 0.0311824 | Time: 2470.45 ms [2022-03-08 10:06:43 main:574] : INFO : Epoch 1996 | loss: 0.0311735 | val_loss: 0.0311822 | Time: 2858.36 ms [2022-03-08 10:06:46 main:574] : INFO : Epoch 1997 | loss: 0.0311738 | val_loss: 0.0311837 | Time: 2694.49 ms [2022-03-08 10:06:49 main:574] : INFO : Epoch 1998 | loss: 0.031175 | val_loss: 0.031185 | Time: 2749.78 ms [2022-03-08 10:06:52 main:574] : INFO : Epoch 1999 | loss: 0.0311754 | val_loss: 0.0311848 | Time: 2900.68 ms [2022-03-08 10:06:55 main:574] : INFO : Epoch 2000 | loss: 0.0311745 | val_loss: 0.0311845 | Time: 2760.48 ms [2022-03-08 10:06:57 main:574] : INFO : Epoch 2001 | loss: 0.0311738 | val_loss: 0.031185 | Time: 2544.56 ms [2022-03-08 10:07:00 main:574] : INFO : Epoch 2002 | loss: 0.0311752 | val_loss: 0.0311833 | Time: 3061.3 ms [2022-03-08 10:07:03 main:574] : INFO : Epoch 2003 | loss: 0.031175 | val_loss: 0.0311818 | Time: 2840.65 ms [2022-03-08 10:07:06 main:574] : INFO : Epoch 2004 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 2771.62 ms [2022-03-08 10:07:09 main:574] : INFO : Epoch 2005 | loss: 0.031177 | val_loss: 0.0311851 | Time: 2886.55 ms [2022-03-08 10:07:12 main:574] : INFO : Epoch 2006 | loss: 0.0311752 | val_loss: 0.0311813 | Time: 2809.93 ms [2022-03-08 10:07:14 main:574] : INFO : Epoch 2007 | loss: 0.0311737 | val_loss: 0.0311823 | Time: 2720.29 ms [2022-03-08 10:07:17 main:574] : INFO : Epoch 2008 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 2865.16 ms [2022-03-08 10:07:20 main:574] : INFO : Epoch 2009 | loss: 0.0311731 | val_loss: 0.0311804 | Time: 2853.42 ms [2022-03-08 10:07:23 main:574] : INFO : Epoch 2010 | loss: 0.0311736 | val_loss: 0.0311827 | Time: 3121.29 ms [2022-03-08 10:07:26 main:574] : INFO : Epoch 2011 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 2783.42 ms [2022-03-08 10:07:29 main:574] : INFO : Epoch 2012 | loss: 0.0311719 | val_loss: 0.0311828 | Time: 2922.38 ms [2022-03-08 10:07:32 main:574] : INFO : Epoch 2013 | loss: 0.0311737 | val_loss: 0.0311833 | Time: 2952.07 ms [2022-03-08 10:07:35 main:574] : INFO : Epoch 2014 | loss: 0.0311729 | val_loss: 0.0311816 | Time: 2662.69 ms [2022-03-08 10:07:38 main:574] : INFO : Epoch 2015 | loss: 0.031173 | val_loss: 0.0311819 | Time: 2706.08 ms [2022-03-08 10:07:41 main:574] : INFO : Epoch 2016 | loss: 0.0311711 | val_loss: 0.031184 | Time: 3039.89 ms [2022-03-08 10:07:44 main:574] : INFO : Epoch 2017 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 2772.09 ms [2022-03-08 10:07:47 main:574] : INFO : Epoch 2018 | loss: 0.0311699 | val_loss: 0.0311805 | Time: 2827.67 ms [2022-03-08 10:07:49 main:574] : INFO : Epoch 2019 | loss: 0.0311714 | val_loss: 0.0311796 | Time: 2702.34 ms [2022-03-08 10:07:52 main:574] : INFO : Epoch 2020 | loss: 0.0311702 | val_loss: 0.0311815 | Time: 2934.12 ms [2022-03-08 10:07:55 main:574] : INFO : Epoch 2021 | loss: 0.0311704 | val_loss: 0.0311819 | Time: 2744.28 ms [2022-03-08 10:07:58 main:574] : INFO : Epoch 2022 | loss: 0.0311719 | val_loss: 0.0311808 | Time: 2835.45 ms [2022-03-08 10:08:01 main:574] : INFO : Epoch 2023 | loss: 0.0311708 | val_loss: 0.0311805 | Time: 3184.79 ms [2022-03-08 10:08:04 main:574] : INFO : Epoch 2024 | loss: 0.03117 | val_loss: 0.0311808 | Time: 3270.14 ms [2022-03-08 10:08:07 main:574] : INFO : Epoch 2025 | loss: 0.031171 | val_loss: 0.0311835 | Time: 2944.04 ms [2022-03-08 10:08:10 main:574] : INFO : Epoch 2026 | loss: 0.0311705 | val_loss: 0.0311828 | Time: 2765.68 ms [2022-03-08 10:08:14 main:574] : INFO : Epoch 2027 | loss: 0.0311697 | val_loss: 0.0311825 | Time: 3330 ms [2022-03-08 10:08:17 main:574] : INFO : Epoch 2028 | loss: 0.0311711 | val_loss: 0.0311838 | Time: 3247.43 ms [2022-03-08 10:08:20 main:574] : INFO : Epoch 2029 | loss: 0.0311718 | val_loss: 0.0311807 | Time: 3186.58 ms [2022-03-08 10:08:24 main:574] : INFO : Epoch 2030 | loss: 0.0311701 | val_loss: 0.0311832 | Time: 3635.97 ms [2022-03-08 10:08:27 main:574] : INFO : Epoch 2031 | loss: 0.0311699 | val_loss: 0.0311815 | Time: 3175.92 ms [2022-03-08 10:08:30 main:574] : INFO : Epoch 2032 | loss: 0.0311724 | val_loss: 0.0311833 | Time: 3270.61 ms [2022-03-08 10:08:33 main:574] : INFO : Epoch 2033 | loss: 0.0311756 | val_loss: 0.031181 | Time: 2954.38 ms [2022-03-08 10:08:37 main:574] : INFO : Epoch 2034 | loss: 0.0311739 | val_loss: 0.0311826 | Time: 3187.33 ms [2022-03-08 10:08:40 main:574] : INFO : Epoch 2035 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 3072.2 ms [2022-03-08 10:08:43 main:574] : INFO : Epoch 2036 | loss: 0.0311717 | val_loss: 0.0311779 | Time: 3157.3 ms [2022-03-08 10:08:46 main:574] : INFO : Epoch 2037 | loss: 0.031174 | val_loss: 0.0311792 | Time: 2953.86 ms [2022-03-08 10:08:50 main:574] : INFO : Epoch 2038 | loss: 0.0311777 | val_loss: 0.031185 | Time: 3152.92 ms [2022-03-08 10:08:53 main:574] : INFO : Epoch 2039 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 3628.52 ms [2022-03-08 10:08:57 main:574] : INFO : Epoch 2040 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 3453.52 ms [2022-03-08 10:09:00 main:574] : INFO : Epoch 2041 | loss: 0.031174 | val_loss: 0.03118 | Time: 3394.92 ms [2022-03-08 10:09:04 main:574] : INFO : Epoch 2042 | loss: 0.031174 | val_loss: 0.0311797 | Time: 3648.48 ms [2022-03-08 10:09:07 main:574] : INFO : Epoch 2043 | loss: 0.0311729 | val_loss: 0.031177 | Time: 2571.82 ms [2022-03-08 10:09:10 main:574] : INFO : Epoch 2044 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 3066.54 ms [2022-03-08 10:09:13 main:574] : INFO : Epoch 2045 | loss: 0.0311724 | val_loss: 0.0311797 | Time: 3193.41 ms [2022-03-08 10:09:16 main:574] : INFO : Epoch 2046 | loss: 0.031173 | val_loss: 0.0311785 | Time: 3242.73 ms [2022-03-08 10:09:20 main:574] : INFO : Epoch 2047 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 3303.31 ms [2022-03-08 10:09:22 main:574] : INFO : Epoch 2048 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 2681.44 ms [2022-03-08 10:09:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311787 [2022-03-08 10:09:22 main:603] : INFO : Saving end state to config to file [2022-03-08 10:09:22 main:608] : INFO : Success, exiting.. 10:09:22 (24448): 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)