Task 8551297
| Name | ParityModified-1634615480-9372-2_2 |
| Workunit | 5851052 |
| Created | 1 Nov 2021, 1:57:57 UTC |
| Sent | 1 Nov 2021, 2:30:26 UTC |
| Report deadline | 8 Nov 2021, 2:30:26 UTC |
| Received | 1 Nov 2021, 9:52:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5907 |
| Run time | 1 hours 40 min 41 sec |
| CPU time | 1 hours 20 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,392.09 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311157 | val_loss: 0.0311616 | Time: 2801.52 ms
[2021-11-01 04:28:09 main:574] : INFO : Epoch 1543 | loss: 0.0311135 | val_loss: 0.0311572 | Time: 2814.33 ms
[2021-11-01 04:28:12 main:574] : INFO : Epoch 1544 | loss: 0.0311137 | val_loss: 0.031169 | Time: 2823.62 ms
[2021-11-01 04:28:15 main:574] : INFO : Epoch 1545 | loss: 0.0311153 | val_loss: 0.0311631 | Time: 2805.34 ms
[2021-11-01 04:28:18 main:574] : INFO : Epoch 1546 | loss: 0.0311244 | val_loss: 0.0311608 | Time: 2805.26 ms
[2021-11-01 04:28:21 main:574] : INFO : Epoch 1547 | loss: 0.031128 | val_loss: 0.0311602 | Time: 2765.55 ms
[2021-11-01 04:28:24 main:574] : INFO : Epoch 1548 | loss: 0.0311248 | val_loss: 0.031156 | Time: 2861.05 ms
[2021-11-01 04:28:27 main:574] : INFO : Epoch 1549 | loss: 0.0311224 | val_loss: 0.0311618 | Time: 2784.19 ms
[2021-11-01 04:28:30 main:574] : INFO : Epoch 1550 | loss: 0.0311199 | val_loss: 0.0311537 | Time: 2789.05 ms
[2021-11-01 04:28:32 main:574] : INFO : Epoch 1551 | loss: 0.0311167 | val_loss: 0.0311593 | Time: 2808.87 ms
[2021-11-01 04:28:35 main:574] : INFO : Epoch 1552 | loss: 0.0311141 | val_loss: 0.0311571 | Time: 2804.57 ms
[2021-11-01 04:28:38 main:574] : INFO : Epoch 1553 | loss: 0.0311152 | val_loss: 0.0311583 | Time: 2787.05 ms
[2021-11-01 04:28:41 main:574] : INFO : Epoch 1554 | loss: 0.0311188 | val_loss: 0.0311504 | Time: 2795.41 ms
[2021-11-01 04:28:44 main:574] : INFO : Epoch 1555 | loss: 0.0311216 | val_loss: 0.0311575 | Time: 2830.9 ms
[2021-11-01 04:28:47 main:574] : INFO : Epoch 1556 | loss: 0.0311206 | val_loss: 0.0311643 | Time: 2808.45 ms
[2021-11-01 04:28:50 main:574] : INFO : Epoch 1557 | loss: 0.0311201 | val_loss: 0.0311633 | Time: 2806.91 ms
[2021-11-01 04:28:53 main:574] : INFO : Epoch 1558 | loss: 0.0311174 | val_loss: 0.0311544 | Time: 2814.59 ms
[2021-11-01 04:28:56 main:574] : INFO : Epoch 1559 | loss: 0.0311183 | val_loss: 0.031158 | Time: 2812.17 ms
[2021-11-01 04:28:58 main:574] : INFO : Epoch 1560 | loss: 0.0311183 | val_loss: 0.031154 | Time: 2795.34 ms
[2021-11-01 04:29:01 main:574] : INFO : Epoch 1561 | loss: 0.0311145 | val_loss: 0.0311602 | Time: 2797.71 ms
[2021-11-01 04:29:04 main:574] : INFO : Epoch 1562 | loss: 0.0311209 | val_loss: 0.0311653 | Time: 2809.37 ms
[2021-11-01 04:29:07 main:574] : INFO : Epoch 1563 | loss: 0.0311242 | val_loss: 0.0311669 | Time: 2780.27 ms
[2021-11-01 04:29:10 main:574] : INFO : Epoch 1564 | loss: 0.0311202 | val_loss: 0.0311592 | Time: 2806.37 ms
[2021-11-01 04:29:13 main:574] : INFO : Epoch 1565 | loss: 0.0311162 | val_loss: 0.0311606 | Time: 2788.88 ms
[2021-11-01 04:29:16 main:574] : INFO : Epoch 1566 | loss: 0.0311202 | val_loss: 0.0311572 | Time: 2838.81 ms
[2021-11-01 04:29:19 main:574] : INFO : Epoch 1567 | loss: 0.0311237 | val_loss: 0.0311583 | Time: 2817.48 ms
[2021-11-01 04:29:21 main:574] : INFO : Epoch 1568 | loss: 0.0311185 | val_loss: 0.0311574 | Time: 2811.66 ms
[2021-11-01 04:29:24 main:574] : INFO : Epoch 1569 | loss: 0.0311211 | val_loss: 0.031154 | Time: 2811.08 ms
[2021-11-01 04:29:27 main:574] : INFO : Epoch 1570 | loss: 0.0311177 | val_loss: 0.0311549 | Time: 2805.75 ms
[2021-11-01 04:29:30 main:574] : INFO : Epoch 1571 | loss: 0.0311214 | val_loss: 0.0311565 | Time: 2831.53 ms
[2021-11-01 04:29:33 main:574] : INFO : Epoch 1572 | loss: 0.0311227 | val_loss: 0.0311549 | Time: 2817.36 ms
[2021-11-01 04:29:36 main:574] : INFO : Epoch 1573 | loss: 0.0311173 | val_loss: 0.0311584 | Time: 2798.67 ms
[2021-11-01 04:29:39 main:574] : INFO : Epoch 1574 | loss: 0.0311149 | val_loss: 0.031157 | Time: 2819.67 ms
[2021-11-01 04:29:42 main:574] : INFO : Epoch 1575 | loss: 0.0311164 | val_loss: 0.0311503 | Time: 2791.5 ms
[2021-11-01 04:29:45 main:574] : INFO : Epoch 1576 | loss: 0.0311157 | val_loss: 0.0311656 | Time: 2818.46 ms
[2021-11-01 04:29:48 main:574] : INFO : Epoch 1577 | loss: 0.0311164 | val_loss: 0.0311586 | Time: 2817.09 ms
[2021-11-01 04:29:50 main:574] : INFO : Epoch 1578 | loss: 0.0311138 | val_loss: 0.0311603 | Time: 2818.89 ms
[2021-11-01 04:29:53 main:574] : INFO : Epoch 1579 | loss: 0.0311125 | val_loss: 0.0311617 | Time: 2807.05 ms
[2021-11-01 04:29:56 main:574] : INFO : Epoch 1580 | loss: 0.0311135 | val_loss: 0.0311574 | Time: 2851.77 ms
[2021-11-01 04:29:59 main:574] : INFO : Epoch 1581 | loss: 0.031115 | val_loss: 0.0311549 | Time: 2798.42 ms
[2021-11-01 04:30:02 main:574] : INFO : Epoch 1582 | loss: 0.0311134 | val_loss: 0.0311584 | Time: 2789.73 ms
[2021-11-01 04:30:05 main:574] : INFO : Epoch 1583 | loss: 0.031113 | val_loss: 0.0311548 | Time: 2869.05 ms
[2021-11-01 04:30:08 main:574] : INFO : Epoch 1584 | loss: 0.0311125 | val_loss: 0.0311613 | Time: 2779.19 ms
[2021-11-01 04:30:11 main:574] : INFO : Epoch 1585 | loss: 0.0311167 | val_loss: 0.0311565 | Time: 2790.61 ms
[2021-11-01 04:30:13 main:574] : INFO : Epoch 1586 | loss: 0.0311245 | val_loss: 0.0311607 | Time: 2789 ms
[2021-11-01 04:30:16 main:574] : INFO : Epoch 1587 | loss: 0.0311259 | val_loss: 0.0311536 | Time: 2821.95 ms
[2021-11-01 04:30:19 main:574] : INFO : Epoch 1588 | loss: 0.0311201 | val_loss: 0.0311635 | Time: 2768.89 ms
[2021-11-01 04:30:22 main:574] : INFO : Epoch 1589 | loss: 0.0311188 | val_loss: 0.0311549 | Time: 2795.74 ms
[2021-11-01 04:30:25 main:574] : INFO : Epoch 1590 | loss: 0.0311184 | val_loss: 0.031157 | Time: 2838.35 ms
[2021-11-01 04:30:28 main:574] : INFO : Epoch 1591 | loss: 0.0311189 | val_loss: 0.0311537 | Time: 2803.84 ms
[2021-11-01 04:30:31 main:574] : INFO : Epoch 1592 | loss: 0.0311148 | val_loss: 0.0311529 | Time: 2803.43 ms
[2021-11-01 04:30:34 main:574] : INFO : Epoch 1593 | loss: 0.0311155 | val_loss: 0.0311547 | Time: 2848.78 ms
[2021-11-01 04:30:37 main:574] : INFO : Epoch 1594 | loss: 0.0311138 | val_loss: 0.031156 | Time: 2794.08 ms
[2021-11-01 04:30:40 main:574] : INFO : Epoch 1595 | loss: 0.031114 | val_loss: 0.0311542 | Time: 2775.13 ms
[2021-11-01 04:30:43 main:574] : INFO : Epoch 1596 | loss: 0.031123 | val_loss: 0.0311531 | Time: 2794.85 ms
[2021-11-01 04:30:45 main:574] : INFO : Epoch 1597 | loss: 0.0311247 | val_loss: 0.0311583 | Time: 2816.51 ms
[2021-11-01 04:30:48 main:574] : INFO : Epoch 1598 | loss: 0.0311189 | val_loss: 0.0311549 | Time: 2798.36 ms
[2021-11-01 04:30:51 main:574] : INFO : Epoch 1599 | loss: 0.0311153 | val_loss: 0.031155 | Time: 2770.57 ms
[2021-11-01 04:30:54 main:574] : INFO : Epoch 1600 | loss: 0.0311138 | val_loss: 0.0311548 | Time: 2821.08 ms
[2021-11-01 04:30:57 main:574] : INFO : Epoch 1601 | loss: 0.03112 | val_loss: 0.0311534 | Time: 2792.56 ms
[2021-11-01 04:31:00 main:574] : INFO : Epoch 1602 | loss: 0.0311189 | val_loss: 0.0311567 | Time: 2796.65 ms
[2021-11-01 04:31:03 main:574] : INFO : Epoch 1603 | loss: 0.0311143 | val_loss: 0.0311538 | Time: 2816.48 ms
[2021-11-01 04:31:06 main:574] : INFO : Epoch 1604 | loss: 0.0311106 | val_loss: 0.0311576 | Time: 2870.07 ms
[2021-11-01 04:31:09 main:574] : INFO : Epoch 1605 | loss: 0.0311124 | val_loss: 0.031159 | Time: 2841.9 ms
[2021-11-01 04:31:12 main:574] : INFO : Epoch 1606 | loss: 0.0311135 | val_loss: 0.0311554 | Time: 2808.9 ms
[2021-11-01 04:31:14 main:574] : INFO : Epoch 1607 | loss: 0.0311125 | val_loss: 0.031159 | Time: 2835.08 ms
[2021-11-01 04:31:17 main:574] : INFO : Epoch 1608 | loss: 0.0311159 | val_loss: 0.0311652 | Time: 2798.26 ms
[2021-11-01 04:31:20 main:574] : INFO : Epoch 1609 | loss: 0.031119 | val_loss: 0.0311584 | Time: 2781.57 ms
[2021-11-01 04:31:23 main:574] : INFO : Epoch 1610 | loss: 0.0311213 | val_loss: 0.0311583 | Time: 2795.18 ms
[2021-11-01 04:31:26 main:574] : INFO : Epoch 1611 | loss: 0.031116 | val_loss: 0.0311535 | Time: 2804.09 ms
[2021-11-01 04:31:29 main:574] : INFO : Epoch 1612 | loss: 0.0311126 | val_loss: 0.0311609 | Time: 2801.63 ms
[2021-11-01 04:31:32 main:574] : INFO : Epoch 1613 | loss: 0.031114 | val_loss: 0.0311558 | Time: 2820.63 ms
[2021-11-01 04:31:35 main:574] : INFO : Epoch 1614 | loss: 0.0311106 | val_loss: 0.0311538 | Time: 2798.06 ms
[2021-11-01 04:31:38 main:574] : INFO : Epoch 1615 | loss: 0.0311128 | val_loss: 0.0311536 | Time: 2818.87 ms
[2021-11-01 04:31:41 main:574] : INFO : Epoch 1616 | loss: 0.0311108 | val_loss: 0.0311593 | Time: 2859.95 ms
[2021-11-01 04:31:43 main:574] : INFO : Epoch 1617 | loss: 0.0311124 | val_loss: 0.031156 | Time: 2816.13 ms
[2021-11-01 04:31:46 main:574] : INFO : Epoch 1618 | loss: 0.031114 | val_loss: 0.0311585 | Time: 2807.61 ms
[2021-11-01 04:31:49 main:574] : INFO : Epoch 1619 | loss: 0.0311164 | val_loss: 0.0311494 | Time: 2792.53 ms
[2021-11-01 04:31:52 main:574] : INFO : Epoch 1620 | loss: 0.0311147 | val_loss: 0.0311683 | Time: 2787.93 ms
[2021-11-01 04:31:55 main:574] : INFO : Epoch 1621 | loss: 0.0311175 | val_loss: 0.0311553 | Time: 2821.11 ms
[2021-11-01 04:31:58 main:574] : INFO : Epoch 1622 | loss: 0.0311209 | val_loss: 0.03119 | Time: 2808.63 ms
[2021-11-01 04:32:01 main:574] : INFO : Epoch 1623 | loss: 0.0311345 | val_loss: 0.0311562 | Time: 2797.55 ms
[2021-11-01 04:32:04 main:574] : INFO : Epoch 1624 | loss: 0.0311206 | val_loss: 0.031158 | Time: 2806.16 ms
[2021-11-01 04:32:07 main:574] : INFO : Epoch 1625 | loss: 0.0311167 | val_loss: 0.0311563 | Time: 2792.99 ms
[2021-11-01 04:32:09 main:574] : INFO : Epoch 1626 | loss: 0.0311178 | val_loss: 0.0311575 | Time: 2810.33 ms
[2021-11-01 04:32:12 main:574] : INFO : Epoch 1627 | loss: 0.0311189 | val_loss: 0.0311561 | Time: 2805.46 ms
[2021-11-01 04:32:15 main:574] : INFO : Epoch 1628 | loss: 0.0311148 | val_loss: 0.031159 | Time: 2814.16 ms
[2021-11-01 04:32:18 main:574] : INFO : Epoch 1629 | loss: 0.0311122 | val_loss: 0.031158 | Time: 2794.75 ms
[2021-11-01 04:32:21 main:574] : INFO : Epoch 1630 | loss: 0.0311128 | val_loss: 0.0311569 | Time: 2797.55 ms
[2021-11-01 04:32:24 main:574] : INFO : Epoch 1631 | loss: 0.0311121 | val_loss: 0.0311539 | Time: 2786.68 ms
[2021-11-01 04:32:27 main:574] : INFO : Epoch 1632 | loss: 0.0311123 | val_loss: 0.0311597 | Time: 2826.67 ms
[2021-11-01 04:32:30 main:574] : INFO : Epoch 1633 | loss: 0.0311102 | val_loss: 0.0311605 | Time: 2795.57 ms
[2021-11-01 04:32:33 main:574] : INFO : Epoch 1634 | loss: 0.0311102 | val_loss: 0.0311576 | Time: 2810.17 ms
[2021-11-01 04:32:36 main:574] : INFO : Epoch 1635 | loss: 0.0311069 | val_loss: 0.0311638 | Time: 2849.82 ms
[2021-11-01 04:32:38 main:574] : INFO : Epoch 1636 | loss: 0.0311063 | val_loss: 0.0311566 | Time: 2777.71 ms
[2021-11-01 04:32:41 main:574] : INFO : Epoch 1637 | loss: 0.031109 | val_loss: 0.0311545 | Time: 2808.43 ms
[2021-11-01 04:32:44 main:574] : INFO : Epoch 1638 | loss: 0.0311092 | val_loss: 0.0311591 | Time: 2813.12 ms
[2021-11-01 04:32:47 main:574] : INFO : Epoch 1639 | loss: 0.0311087 | val_loss: 0.0311601 | Time: 2831.2 ms
[2021-11-01 04:32:50 main:574] : INFO : Epoch 1640 | loss: 0.0311087 | val_loss: 0.0311538 | Time: 2801.25 ms
[2021-11-01 04:32:53 main:574] : INFO : Epoch 1641 | loss: 0.0311142 | val_loss: 0.031157 | Time: 2785.67 ms
[2021-11-01 04:32:56 main:574] : INFO : Epoch 1642 | loss: 0.0311156 | val_loss: 0.0311558 | Time: 2801.58 ms
[2021-11-01 04:32:59 main:574] : INFO : Epoch 1643 | loss: 0.0311154 | val_loss: 0.0311577 | Time: 2776.12 ms
[2021-11-01 04:33:02 main:574] : INFO : Epoch 1644 | loss: 0.031115 | val_loss: 0.0311515 | Time: 2783.2 ms
[2021-11-01 04:33:04 main:574] : INFO : Epoch 1645 | loss: 0.031118 | val_loss: 0.0311501 | Time: 2801.12 ms
[2021-11-01 04:33:07 main:574] : INFO : Epoch 1646 | loss: 0.0311164 | val_loss: 0.0311534 | Time: 2887.05 ms
[2021-11-01 04:33:10 main:574] : INFO : Epoch 1647 | loss: 0.0311169 | val_loss: 0.0311533 | Time: 2808.66 ms
[2021-11-01 04:33:13 main:574] : INFO : Epoch 1648 | loss: 0.0311153 | val_loss: 0.0311569 | Time: 2788.01 ms
[2021-11-01 04:33:16 main:574] : INFO : Epoch 1649 | loss: 0.0311358 | val_loss: 0.0311518 | Time: 2836.66 ms
[2021-11-01 04:33:19 main:574] : INFO : Epoch 1650 | loss: 0.0311291 | val_loss: 0.0311513 | Time: 2791.61 ms
[2021-11-01 04:33:22 main:574] : INFO : Epoch 1651 | loss: 0.0311316 | val_loss: 0.0311506 | Time: 2849.85 ms
[2021-11-01 04:33:25 main:574] : INFO : Epoch 1652 | loss: 0.0311228 | val_loss: 0.0311567 | Time: 2822.45 ms
[2021-11-01 04:33:28 main:574] : INFO : Epoch 1653 | loss: 0.0311216 | val_loss: 0.0311546 | Time: 2790.11 ms
[2021-11-01 04:33:31 main:574] : INFO : Epoch 1654 | loss: 0.031119 | val_loss: 0.0311575 | Time: 2819.07 ms
[2021-11-01 04:33:34 main:574] : INFO : Epoch 1655 | loss: 0.0311176 | val_loss: 0.0311579 | Time: 2797.37 ms
[2021-11-01 04:33:36 main:574] : INFO : Epoch 1656 | loss: 0.0311153 | val_loss: 0.0311561 | Time: 2800.66 ms
[2021-11-01 04:33:39 main:574] : INFO : Epoch 1657 | loss: 0.0311135 | val_loss: 0.0311606 | Time: 2806.88 ms
[2021-11-01 04:33:42 main:574] : INFO : Epoch 1658 | loss: 0.0311147 | val_loss: 0.0311561 | Time: 2826.12 ms
[2021-11-01 04:33:45 main:574] : INFO : Epoch 1659 | loss: 0.0311134 | val_loss: 0.0311606 | Time: 2797.56 ms
[2021-11-01 04:33:48 main:574] : INFO : Epoch 1660 | loss: 0.0311121 | val_loss: 0.031155 | Time: 2798.14 ms
[2021-11-01 04:33:51 main:574] : INFO : Epoch 1661 | loss: 0.031111 | val_loss: 0.0311533 | Time: 2850.08 ms
[2021-11-01 04:33:54 main:574] : INFO : Epoch 1662 | loss: 0.0311114 | val_loss: 0.0311564 | Time: 2776.66 ms
[2021-11-01 04:33:57 main:574] : INFO : Epoch 1663 | loss: 0.0311106 | val_loss: 0.0311627 | Time: 2789.8 ms
[2021-11-01 04:34:00 main:574] : INFO : Epoch 1664 | loss: 0.0311145 | val_loss: 0.0311542 | Time: 2792.61 ms
[2021-11-01 04:34:03 main:574] : INFO : Epoch 1665 | loss: 0.0311187 | val_loss: 0.031151 | Time: 2796.85 ms
[2021-11-01 04:34:05 main:574] : INFO : Epoch 1666 | loss: 0.0311131 | val_loss: 0.0311554 | Time: 2823.15 ms
[2021-11-01 04:34:08 main:574] : INFO : Epoch 1667 | loss: 0.0311106 | val_loss: 0.0311592 | Time: 2801.47 ms
[2021-11-01 04:34:11 main:574] : INFO : Epoch 1668 | loss: 0.0311157 | val_loss: 0.0311589 | Time: 2808.62 ms
[2021-11-01 04:34:14 main:574] : INFO : Epoch 1669 | loss: 0.0311252 | val_loss: 0.0311541 | Time: 2830.51 ms
[2021-11-01 04:34:17 main:574] : INFO : Epoch 1670 | loss: 0.031118 | val_loss: 0.0311571 | Time: 2803.1 ms
[2021-11-01 04:34:20 main:574] : INFO : Epoch 1671 | loss: 0.0311153 | val_loss: 0.0311508 | Time: 2849.83 ms
[2021-11-01 04:34:23 main:574] : INFO : Epoch 1672 | loss: 0.0311132 | val_loss: 0.031159 | Time: 2796.25 ms
[2021-11-01 04:34:26 main:574] : INFO : Epoch 1673 | loss: 0.0311134 | val_loss: 0.031161 | Time: 2820.42 ms
[2021-11-01 04:34:29 main:574] : INFO : Epoch 1674 | loss: 0.0311128 | val_loss: 0.0311548 | Time: 2869.39 ms
[2021-11-01 04:34:32 main:574] : INFO : Epoch 1675 | loss: 0.031111 | val_loss: 0.0311549 | Time: 2806.5 ms
[2021-11-01 04:34:35 main:574] : INFO : Epoch 1676 | loss: 0.0311108 | val_loss: 0.0311634 | Time: 2794.02 ms
[2021-11-01 04:34:37 main:574] : INFO : Epoch 1677 | loss: 0.0311198 | val_loss: 0.0311543 | Time: 2794.89 ms
[2021-11-01 04:34:40 main:574] : INFO : Epoch 1678 | loss: 0.0311249 | val_loss: 0.0311562 | Time: 2843.02 ms
[2021-11-01 04:34:43 main:574] : INFO : Epoch 1679 | loss: 0.0311186 | val_loss: 0.0311634 | Time: 2832.1 ms
[2021-11-01 04:34:46 main:574] : INFO : Epoch 1680 | loss: 0.0311229 | val_loss: 0.0311614 | Time: 2812.47 ms
[2021-11-01 04:34:49 main:574] : INFO : Epoch 1681 | loss: 0.0311184 | val_loss: 0.0311502 | Time: 2806.7 ms
[2021-11-01 04:34:52 main:574] : INFO : Epoch 1682 | loss: 0.0311156 | val_loss: 0.0311574 | Time: 2798.85 ms
[2021-11-01 04:34:55 main:574] : INFO : Epoch 1683 | loss: 0.0311144 | val_loss: 0.0311548 | Time: 2799.57 ms
[2021-11-01 04:34:58 main:574] : INFO : Epoch 1684 | loss: 0.0311126 | val_loss: 0.0311491 | Time: 2786.99 ms
[2021-11-01 04:35:01 main:574] : INFO : Epoch 1685 | loss: 0.0311113 | val_loss: 0.0311574 | Time: 2784.14 ms
[2021-11-01 04:35:03 main:574] : INFO : Epoch 1686 | loss: 0.0311108 | val_loss: 0.0311528 | Time: 2803.65 ms
[2021-11-01 04:35:06 main:574] : INFO : Epoch 1687 | loss: 0.0311082 | val_loss: 0.0311603 | Time: 2785.15 ms
[2021-11-01 04:35:09 main:574] : INFO : Epoch 1688 | loss: 0.0311063 | val_loss: 0.0311603 | Time: 2807.34 ms
[2021-11-01 04:35:12 main:574] : INFO : Epoch 1689 | loss: 0.0311084 | val_loss: 0.0311516 | Time: 2790.7 ms
[2021-11-01 04:35:15 main:574] : INFO : Epoch 1690 | loss: 0.0311073 | val_loss: 0.0311552 | Time: 2796.68 ms
[2021-11-01 04:35:18 main:574] : INFO : Epoch 1691 | loss: 0.0311089 | val_loss: 0.0311608 | Time: 2789.24 ms
[2021-11-01 04:35:21 main:574] : INFO : Epoch 1692 | loss: 0.0311071 | val_loss: 0.0311594 | Time: 2827.23 ms
[2021-11-01 04:35:24 main:574] : INFO : Epoch 1693 | loss: 0.0311065 | val_loss: 0.0311615 | Time: 2805.85 ms
[2021-11-01 04:35:27 main:574] : INFO : Epoch 1694 | loss: 0.0311052 | val_loss: 0.0311594 | Time: 2821.88 ms
[2021-11-01 04:35:30 main:574] : INFO : Epoch 1695 | loss: 0.0311072 | val_loss: 0.0311584 | Time: 2822.79 ms
[2021-11-01 04:35:32 main:574] : INFO : Epoch 1696 | loss: 0.0311047 | val_loss: 0.0311594 | Time: 2802.36 ms
[2021-11-01 04:35:35 main:574] : INFO : Epoch 1697 | loss: 0.0311053 | val_loss: 0.0311623 | Time: 2797.34 ms
[2021-11-01 04:35:38 main:574] : INFO : Epoch 1698 | loss: 0.0311053 | val_loss: 0.031151 | Time: 2819.35 ms
[2021-11-01 04:35:41 main:574] : INFO : Epoch 1699 | loss: 0.0311035 | val_loss: 0.0311644 | Time: 2833.38 ms
[2021-11-01 04:35:44 main:574] : INFO : Epoch 1700 | loss: 0.0311088 | val_loss: 0.0311552 | Time: 2807.81 ms
[2021-11-01 04:35:47 main:574] : INFO : Epoch 1701 | loss: 0.0311124 | val_loss: 0.0311559 | Time: 2777.46 ms
[2021-11-01 04:35:50 main:574] : INFO : Epoch 1702 | loss: 0.0311138 | val_loss: 0.0311592 | Time: 2822.14 ms
[2021-11-01 04:35:53 main:574] : INFO : Epoch 1703 | loss: 0.0311085 | val_loss: 0.0311558 | Time: 2778.31 ms
[2021-11-01 04:35:55 main:574] : INFO : Epoch 1704 | loss: 0.0311052 | val_loss: 0.0311588 | Time: 2793.32 ms
[2021-11-01 04:35:58 main:574] : INFO : Epoch 1705 | loss: 0.0311069 | val_loss: 0.0311512 | Time: 2822.63 ms
[2021-11-01 04:36:01 main:574] : INFO : Epoch 1706 | loss: 0.0311094 | val_loss: 0.0311537 | Time: 2810.43 ms
[2021-11-01 04:36:04 main:574] : INFO : Epoch 1707 | loss: 0.0311124 | val_loss: 0.0311556 | Time: 2809.16 ms
[2021-11-01 04:36:07 main:574] : INFO : Epoch 1708 | loss: 0.0311108 | val_loss: 0.0311597 | Time: 2836.79 ms
[2021-11-01 04:36:10 main:574] : INFO : Epoch 1709 | loss: 0.0311092 | val_loss: 0.0311623 | Time: 2807.53 ms
[2021-11-01 04:36:13 main:574] : INFO : Epoch 1710 | loss: 0.0311103 | val_loss: 0.0311573 | Time: 2797.87 ms
[2021-11-01 04:36:16 main:574] : INFO : Epoch 1711 | loss: 0.0311044 | val_loss: 0.0311634 | Time: 2806.11 ms
[2021-11-01 04:36:19 main:574] : INFO : Epoch 1712 | loss: 0.031104 | val_loss: 0.0311582 | Time: 2822.18 ms
[2021-11-01 04:36:22 main:574] : INFO : Epoch 1713 | loss: 0.0311037 | val_loss: 0.0311626 | Time: 2813.23 ms
[2021-11-01 04:36:25 main:574] : INFO : Epoch 1714 | loss: 0.0311071 | val_loss: 0.0311617 | Time: 2808.1 ms
[2021-11-01 04:36:28 main:574] : INFO : Epoch 1715 | loss: 0.0311242 | val_loss: 0.0311933 | Time: 2822.82 ms
[2021-11-01 04:36:30 main:574] : INFO : Epoch 1716 | loss: 0.0311935 | val_loss: 0.0311917 | Time: 2823.36 ms
[2021-11-01 04:36:33 main:574] : INFO : Epoch 1717 | loss: 0.0311841 | val_loss: 0.0311782 | Time: 2817.11 ms
[2021-11-01 04:36:36 main:574] : INFO : Epoch 1718 | loss: 0.031174 | val_loss: 0.031176 | Time: 2806.07 ms
[2021-11-01 04:36:39 main:574] : INFO : Epoch 1719 | loss: 0.031176 | val_loss: 0.031186 | Time: 2831.02 ms
[2021-11-01 04:36:42 main:574] : INFO : Epoch 1720 | loss: 0.0311824 | val_loss: 0.0311804 | Time: 2819.41 ms
[2021-11-01 04:36:45 main:574] : INFO : Epoch 1721 | loss: 0.0311822 | val_loss: 0.0311757 | Time: 2807.75 ms
[2021-11-01 04:36:48 main:574] : INFO : Epoch 1722 | loss: 0.0311799 | val_loss: 0.0311704 | Time: 2782.23 ms
[2021-11-01 04:36:51 main:574] : INFO : Epoch 1723 | loss: 0.0311742 | val_loss: 0.0311681 | Time: 2834.53 ms
[2021-11-01 04:36:54 main:574] : INFO : Epoch 1724 | loss: 0.031168 | val_loss: 0.0311657 | Time: 2806.42 ms
[2021-11-01 04:36:57 main:574] : INFO : Epoch 1725 | loss: 0.0311639 | val_loss: 0.0311627 | Time: 2778.63 ms
[2021-11-01 04:37:00 main:574] : INFO : Epoch 1726 | loss: 0.0311607 | val_loss: 0.0311646 | Time: 2815.31 ms
[2021-11-01 04:37:03 main:574] : INFO : Epoch 1727 | loss: 0.0311623 | val_loss: 0.031162 | Time: 2805.99 ms
[2021-11-01 04:37:05 main:574] : INFO : Epoch 1728 | loss: 0.0311595 | val_loss: 0.0311622 | Time: 2824.34 ms
[2021-11-01 04:37:08 main:574] : INFO : Epoch 1729 | loss: 0.0311577 | val_loss: 0.0311582 | Time: 2810.93 ms
[2021-11-01 04:37:11 main:574] : INFO : Epoch 1730 | loss: 0.0311547 | val_loss: 0.0311603 | Time: 2839.03 ms
[2021-11-01 04:37:14 main:574] : INFO : Epoch 1731 | loss: 0.0311547 | val_loss: 0.0311574 | Time: 2780.28 ms
[2021-11-01 04:37:17 main:574] : INFO : Epoch 1732 | loss: 0.0311495 | val_loss: 0.0311559 | Time: 2815.86 ms
[2021-11-01 04:37:20 main:574] : INFO : Epoch 1733 | loss: 0.0311492 | val_loss: 0.0311568 | Time: 2801.1 ms
[2021-11-01 04:37:23 main:574] : INFO : Epoch 1734 | loss: 0.0311514 | val_loss: 0.0311687 | Time: 2803.76 ms
[2021-11-01 04:37:26 main:574] : INFO : Epoch 1735 | loss: 0.0311718 | val_loss: 0.031183 | Time: 2793.24 ms
[2021-11-01 04:37:29 main:574] : INFO : Epoch 1736 | loss: 0.0311645 | val_loss: 0.0311621 | Time: 2809.54 ms
[2021-11-01 04:37:31 main:574] : INFO : Epoch 1737 | loss: 0.0311507 | val_loss: 0.0311542 | Time: 2812.95 ms
[2021-11-01 04:37:34 main:574] : INFO : Epoch 1738 | loss: 0.031145 | val_loss: 0.0311526 | Time: 2790.14 ms
[2021-11-01 04:37:37 main:574] : INFO : Epoch 1739 | loss: 0.0311413 | val_loss: 0.0311483 | Time: 2794.71 ms
[2021-11-01 04:37:40 main:574] : INFO : Epoch 1740 | loss: 0.0311381 | val_loss: 0.0311513 | Time: 2791.06 ms
[2021-11-01 04:37:43 main:574] : INFO : Epoch 1741 | loss: 0.0311387 | val_loss: 0.0311533 | Time: 2810.87 ms
[2021-11-01 04:37:46 main:574] : INFO : Epoch 1742 | loss: 0.0311425 | val_loss: 0.0311572 | Time: 2775.16 ms
[2021-11-01 04:37:49 main:574] : INFO : Epoch 1743 | loss: 0.0311538 | val_loss: 0.031154 | Time: 2813.11 ms
[2021-11-01 04:37:52 main:574] : INFO : Epoch 1744 | loss: 0.0311473 | val_loss: 0.0311537 | Time: 2786.8 ms
[2021-11-01 04:37:55 main:574] : INFO : Epoch 1745 | loss: 0.0311442 | val_loss: 0.0311511 | Time: 2815.09 ms
[2021-11-01 04:37:57 main:574] : INFO : Epoch 1746 | loss: 0.0311402 | val_loss: 0.0311519 | Time: 2783.88 ms
[2021-11-01 04:38:00 main:574] : INFO : Epoch 1747 | loss: 0.031138 | val_loss: 0.0311508 | Time: 2801.68 ms
[2021-11-01 04:38:03 main:574] : INFO : Epoch 1748 | loss: 0.0311402 | val_loss: 0.0311505 | Time: 2837.65 ms
[2021-11-01 04:38:06 main:574] : INFO : Epoch 1749 | loss: 0.0311425 | val_loss: 0.0311572 | Time: 2790.82 ms
[2021-11-01 04:38:09 main:574] : INFO : Epoch 1750 | loss: 0.031138 | val_loss: 0.0311478 | Time: 2808.35 ms
[2021-11-01 04:38:12 main:574] : INFO : Epoch 1751 | loss: 0.0311331 | val_loss: 0.03115 | Time: 2800.32 ms
[2021-11-01 04:38:15 main:574] : INFO : Epoch 1752 | loss: 0.0311343 | val_loss: 0.0311483 | Time: 2808.26 ms
[2021-11-01 04:38:18 main:574] : INFO : Epoch 1753 | loss: 0.0311325 | val_loss: 0.0311495 | Time: 2814.14 ms
[2021-11-01 04:38:21 main:574] : INFO : Epoch 1754 | loss: 0.0311413 | val_loss: 0.0311619 | Time: 2824.2 ms
[2021-11-01 04:38:24 main:574] : INFO : Epoch 1755 | loss: 0.0311497 | val_loss: 0.0311526 | Time: 2794.42 ms
[2021-11-01 04:38:26 main:574] : INFO : Epoch 1756 | loss: 0.031142 | val_loss: 0.0311488 | Time: 2808.38 ms
[2021-11-01 04:38:29 main:574] : INFO : Epoch 1757 | loss: 0.0311382 | val_loss: 0.0311525 | Time: 2777.07 ms
[2021-11-01 04:38:32 main:574] : INFO : Epoch 1758 | loss: 0.031138 | val_loss: 0.03115 | Time: 2782.95 ms
[2021-11-01 04:38:35 main:574] : INFO : Epoch 1759 | loss: 0.0311362 | val_loss: 0.0311495 | Time: 2876.72 ms
[2021-11-01 04:38:38 main:574] : INFO : Epoch 1760 | loss: 0.0311329 | val_loss: 0.0311477 | Time: 2802.49 ms
[2021-11-01 04:38:41 main:574] : INFO : Epoch 1761 | loss: 0.0311324 | val_loss: 0.0311507 | Time: 2822.36 ms
[2021-11-01 04:38:44 main:574] : INFO : Epoch 1762 | loss: 0.0311333 | val_loss: 0.0311498 | Time: 2811.5 ms
[2021-11-01 04:38:47 main:574] : INFO : Epoch 1763 | loss: 0.0311292 | val_loss: 0.0311456 | Time: 2784.5 ms
[2021-11-01 04:38:50 main:574] : INFO : Epoch 1764 | loss: 0.0311308 | val_loss: 0.0311451 | Time: 2805.01 ms
[2021-11-01 04:38:53 main:574] : INFO : Epoch 1765 | loss: 0.0311297 | val_loss: 0.0311481 | Time: 2806.27 ms
[2021-11-01 04:38:56 main:574] : INFO : Epoch 1766 | loss: 0.0311313 | val_loss: 0.0311466 | Time: 2802.17 ms
[2021-11-01 04:38:59 main:574] : INFO : Epoch 1767 | loss: 0.0311272 | val_loss: 0.0311501 | Time: 2796.85 ms
[2021-11-01 04:39:01 main:574] : INFO : Epoch 1768 | loss: 0.0311274 | val_loss: 0.0311492 | Time: 2828.07 ms
[2021-11-01 04:39:04 main:574] : INFO : Epoch 1769 | loss: 0.0311267 | val_loss: 0.0311475 | Time: 2816.56 ms
[2021-11-01 04:39:07 main:574] : INFO : Epoch 1770 | loss: 0.0311262 | val_loss: 0.0311488 | Time: 2793.93 ms
[2021-11-01 04:39:10 main:574] : INFO : Epoch 1771 | loss: 0.0311253 | val_loss: 0.03115 | Time: 2822.07 ms
[2021-11-01 04:39:13 main:574] : INFO : Epoch 1772 | loss: 0.0311266 | val_loss: 0.0311479 | Time: 2788.7 ms
[2021-11-01 04:39:16 main:574] : INFO : Epoch 1773 | loss: 0.0311264 | val_loss: 0.0311491 | Time: 2793.5 ms
[2021-11-01 04:39:19 main:574] : INFO : Epoch 1774 | loss: 0.0311288 | val_loss: 0.0311499 | Time: 2786.96 ms
[2021-11-01 04:39:22 main:574] : INFO : Epoch 1775 | loss: 0.0311279 | val_loss: 0.031157 | Time: 2842.39 ms
[2021-11-01 04:39:25 main:574] : INFO : Epoch 1776 | loss: 0.0311363 | val_loss: 0.0311482 | Time: 2821.48 ms
[2021-11-01 04:39:28 main:574] : INFO : Epoch 1777 | loss: 0.0311358 | val_loss: 0.0311518 | Time: 2830.15 ms
[2021-11-01 04:39:31 main:574] : INFO : Epoch 1778 | loss: 0.0311362 | val_loss: 0.0311469 | Time: 2807.9 ms
[2021-11-01 04:39:33 main:574] : INFO : Epoch 1779 | loss: 0.0311346 | val_loss: 0.0311524 | Time: 2794.98 ms
[2021-11-01 04:39:36 main:574] : INFO : Epoch 1780 | loss: 0.0311329 | val_loss: 0.0311473 | Time: 2801.88 ms
[2021-11-01 04:39:39 main:574] : INFO : Epoch 1781 | loss: 0.0311295 | val_loss: 0.0311502 | Time: 2821.58 ms
[2021-11-01 04:39:42 main:574] : INFO : Epoch 1782 | loss: 0.0311324 | val_loss: 0.0311524 | Time: 2808.83 ms
[2021-11-01 04:39:45 main:574] : INFO : Epoch 1783 | loss: 0.0311335 | val_loss: 0.0311473 | Time: 2800.74 ms
[2021-11-01 04:39:48 main:574] : INFO : Epoch 1784 | loss: 0.031131 | val_loss: 0.0311473 | Time: 2833.36 ms
[2021-11-01 04:39:51 main:574] : INFO : Epoch 1785 | loss: 0.0311308 | val_loss: 0.0311485 | Time: 2797.69 ms
[2021-11-01 04:39:54 main:574] : INFO : Epoch 1786 | loss: 0.031129 | val_loss: 0.0311501 | Time: 2798.2 ms
[2021-11-01 04:39:57 main:574] : INFO : Epoch 1787 | loss: 0.0311289 | val_loss: 0.0311524 | Time: 2842.11 ms
[2021-11-01 04:40:00 main:574] : INFO : Epoch 1788 | loss: 0.0311294 | val_loss: 0.0311466 | Time: 2808.46 ms
[2021-11-01 04:40:02 main:574] : INFO : Epoch 1789 | loss: 0.031128 | val_loss: 0.0311494 | Time: 2824.49 ms
[2021-11-01 04:40:05 main:574] : INFO : Epoch 1790 | loss: 0.0311276 | val_loss: 0.0311482 | Time: 2792.43 ms
[2021-11-01 04:40:08 main:574] : INFO : Epoch 1791 | loss: 0.0311326 | val_loss: 0.0311576 | Time: 2822.13 ms
[2021-11-01 04:40:11 main:574] : INFO : Epoch 1792 | loss: 0.0311303 | val_loss: 0.031148 | Time: 2794.46 ms
[2021-11-01 04:40:14 main:574] : INFO : Epoch 1793 | loss: 0.03113 | val_loss: 0.0311481 | Time: 2788.78 ms
[2021-11-01 04:40:17 main:574] : INFO : Epoch 1794 | loss: 0.0311279 | val_loss: 0.0311482 | Time: 2818.18 ms
[2021-11-01 04:40:20 main:574] : INFO : Epoch 1795 | loss: 0.0311263 | val_loss: 0.0311495 | Time: 2866.2 ms
[2021-11-01 04:40:23 main:574] : INFO : Epoch 1796 | loss: 0.0311242 | val_loss: 0.03115 | Time: 2788.98 ms
[2021-11-01 04:40:26 main:574] : INFO : Epoch 1797 | loss: 0.0311233 | val_loss: 0.0311496 | Time: 2769.73 ms
[2021-11-01 04:40:29 main:574] : INFO : Epoch 1798 | loss: 0.0311234 | val_loss: 0.0311511 | Time: 2802.22 ms
[2021-11-01 04:40:31 main:574] : INFO : Epoch 1799 | loss: 0.031122 | val_loss: 0.0311532 | Time: 2816.02 ms
[2021-11-01 04:40:34 main:574] : INFO : Epoch 1800 | loss: 0.0311202 | val_loss: 0.031153 | Time: 2829.06 ms
[2021-11-01 04:40:37 main:574] : INFO : Epoch 1801 | loss: 0.0311208 | val_loss: 0.0311531 | Time: 2821.45 ms
[2021-11-01 04:40:40 main:574] : INFO : Epoch 1802 | loss: 0.0311191 | val_loss: 0.0311502 | Time: 2788.04 ms
[2021-11-01 04:40:43 main:574] : INFO : Epoch 1803 | loss: 0.0311187 | val_loss: 0.0311516 | Time: 2807.01 ms
[2021-11-01 04:40:46 main:574] : INFO : Epoch 1804 | loss: 0.031124 | val_loss: 0.0311574 | Time: 2784.85 ms
[2021-11-01 04:40:49 main:574] : INFO : Epoch 1805 | loss: 0.0311225 | val_loss: 0.0311615 | Time: 2794.99 ms
[2021-11-01 04:40:52 main:574] : INFO : Epoch 1806 | loss: 0.0311195 | val_loss: 0.0311538 | Time: 2826.09 ms
[2021-11-01 04:40:55 main:574] : INFO : Epoch 1807 | loss: 0.0311192 | val_loss: 0.0311559 | Time: 2804.51 ms
[2021-11-01 04:40:58 main:574] : INFO : Epoch 1808 | loss: 0.0311234 | val_loss: 0.0311501 | Time: 2788.42 ms
[2021-11-01 04:41:00 main:574] : INFO : Epoch 1809 | loss: 0.0311218 | val_loss: 0.0311537 | Time: 2833.24 ms
[2021-11-01 04:41:03 main:574] : INFO : Epoch 1810 | loss: 0.0311197 | val_loss: 0.0311539 | Time: 2809.6 ms
[2021-11-01 04:41:06 main:574] : INFO : Epoch 1811 | loss: 0.0311202 | val_loss: 0.0311544 | Time: 2786.63 ms
[2021-11-01 04:41:09 main:574] : INFO : Epoch 1812 | loss: 0.0311187 | val_loss: 0.0311505 | Time: 2788.04 ms
[2021-11-01 04:41:12 main:574] : INFO : Epoch 1813 | loss: 0.0311217 | val_loss: 0.031154 | Time: 2794.25 ms
[2021-11-01 04:41:15 main:574] : INFO : Epoch 1814 | loss: 0.0311242 | val_loss: 0.0311485 | Time: 2800.6 ms
[2021-11-01 04:41:18 main:574] : INFO : Epoch 1815 | loss: 0.0311227 | val_loss: 0.0311457 | Time: 2795.12 ms
[2021-11-01 04:41:21 main:574] : INFO : Epoch 1816 | loss: 0.0311223 | val_loss: 0.0311537 | Time: 2788.45 ms
[2021-11-01 04:41:24 main:574] : INFO : Epoch 1817 | loss: 0.0311196 | val_loss: 0.0311479 | Time: 2808.15 ms
[2021-11-01 04:41:26 main:574] : INFO : Epoch 1818 | loss: 0.0311211 | val_loss: 0.0311468 | Time: 2778.88 ms
[2021-11-01 04:41:29 main:574] : INFO : Epoch 1819 | loss: 0.0311225 | val_loss: 0.0311491 | Time: 2818.1 ms
[2021-11-01 04:41:32 main:574] : INFO : Epoch 1820 | loss: 0.031121 | val_loss: 0.0311507 | Time: 2792.8 ms
[2021-11-01 04:41:35 main:574] : INFO : Epoch 1821 | loss: 0.0311261 | val_loss: 0.0311433 | Time: 2778.39 ms
[2021-11-01 04:41:38 main:574] : INFO : Epoch 1822 | loss: 0.031128 | val_loss: 0.03115 | Time: 2804.11 ms
[2021-11-01 04:41:41 main:574] : INFO : Epoch 1823 | loss: 0.0311223 | val_loss: 0.0311476 | Time: 2798.38 ms
[2021-11-01 04:41:44 main:574] : INFO : Epoch 1824 | loss: 0.0311206 | val_loss: 0.0311466 | Time: 2811.38 ms
[2021-11-01 04:41:47 main:574] : INFO : Epoch 1825 | loss: 0.0311255 | val_loss: 0.0311448 | Time: 2797.37 ms
[2021-11-01 04:41:50 main:574] : INFO : Epoch 1826 | loss: 0.0311237 | val_loss: 0.0311546 | Time: 2780.3 ms
[2021-11-01 04:41:52 main:574] : INFO : Epoch 1827 | loss: 0.0311215 | val_loss: 0.0311481 | Time: 2791.56 ms
[2021-11-01 04:41:55 main:574] : INFO : Epoch 1828 | loss: 0.0311206 | val_loss: 0.031151 | Time: 2794.74 ms
[2021-11-01 04:41:58 main:574] : INFO : Epoch 1829 | loss: 0.0311204 | val_loss: 0.0311489 | Time: 2785.25 ms
[2021-11-01 04:42:01 main:574] : INFO : Epoch 1830 | loss: 0.0311168 | val_loss: 0.0311489 | Time: 2791.09 ms
[2021-11-01 04:42:04 main:574] : INFO : Epoch 1831 | loss: 0.0311149 | val_loss: 0.0311551 | Time: 2809.87 ms
[2021-11-01 04:42:07 main:574] : INFO : Epoch 1832 | loss: 0.0311166 | val_loss: 0.0311506 | Time: 2809.89 ms
[2021-11-01 04:42:10 main:574] : INFO : Epoch 1833 | loss: 0.0311158 | val_loss: 0.0311507 | Time: 2815.59 ms
[2021-11-01 04:42:13 main:574] : INFO : Epoch 1834 | loss: 0.0311138 | val_loss: 0.0311564 | Time: 2833.8 ms
[2021-11-01 04:42:16 main:574] : INFO : Epoch 1835 | loss: 0.0311165 | val_loss: 0.0311499 | Time: 2810.46 ms
[2021-11-01 04:42:18 main:574] : INFO : Epoch 1836 | loss: 0.0311209 | val_loss: 0.0311567 | Time: 2826.32 ms
[2021-11-01 04:42:21 main:574] : INFO : Epoch 1837 | loss: 0.0311204 | val_loss: 0.0311554 | Time: 2830.08 ms
[2021-11-01 04:42:24 main:574] : INFO : Epoch 1838 | loss: 0.0311186 | val_loss: 0.0311535 | Time: 2782.63 ms
[2021-11-01 04:42:27 main:574] : INFO : Epoch 1839 | loss: 0.0311197 | val_loss: 0.0311488 | Time: 2783.56 ms
[2021-11-01 04:42:30 main:574] : INFO : Epoch 1840 | loss: 0.0311205 | val_loss: 0.0311523 | Time: 2823.28 ms
[2021-11-01 04:42:33 main:574] : INFO : Epoch 1841 | loss: 0.0311181 | val_loss: 0.0311517 | Time: 2787.9 ms
[2021-11-01 04:42:36 main:574] : INFO : Epoch 1842 | loss: 0.0311149 | val_loss: 0.0311571 | Time: 2794.5 ms
[2021-11-01 04:42:39 main:574] : INFO : Epoch 1843 | loss: 0.0311182 | val_loss: 0.0311533 | Time: 2808.79 ms
[2021-11-01 04:42:42 main:574] : INFO : Epoch 1844 | loss: 0.0311168 | val_loss: 0.031151 | Time: 2831.97 ms
[2021-11-01 04:42:45 main:574] : INFO : Epoch 1845 | loss: 0.0311124 | val_loss: 0.031156 | Time: 2828.09 ms
[2021-11-01 04:42:47 main:574] : INFO : Epoch 1846 | loss: 0.0311117 | val_loss: 0.0311534 | Time: 2797.18 ms
[2021-11-01 04:42:50 main:574] : INFO : Epoch 1847 | loss: 0.0311124 | val_loss: 0.0311518 | Time: 2777.15 ms
[2021-11-01 04:42:53 main:574] : INFO : Epoch 1848 | loss: 0.0311134 | val_loss: 0.0311496 | Time: 2825.29 ms
[2021-11-01 04:42:56 main:574] : INFO : Epoch 1849 | loss: 0.0311121 | val_loss: 0.0311523 | Time: 2798.38 ms
[2021-11-01 04:42:59 main:574] : INFO : Epoch 1850 | loss: 0.0311097 | val_loss: 0.0311571 | Time: 2797.72 ms
[2021-11-01 04:43:02 main:574] : INFO : Epoch 1851 | loss: 0.0311134 | val_loss: 0.0311514 | Time: 2783.08 ms
[2021-11-01 04:43:05 main:574] : INFO : Epoch 1852 | loss: 0.0311113 | val_loss: 0.0311555 | Time: 2820.16 ms
[2021-11-01 04:43:08 main:574] : INFO : Epoch 1853 | loss: 0.0311098 | val_loss: 0.0311578 | Time: 2792.92 ms
[2021-11-01 04:43:11 main:574] : INFO : Epoch 1854 | loss: 0.0311133 | val_loss: 0.0311566 | Time: 2805.68 ms
[2021-11-01 04:43:14 main:574] : INFO : Epoch 1855 | loss: 0.0311114 | val_loss: 0.0311514 | Time: 2854.33 ms
[2021-11-01 04:43:17 main:574] : INFO : Epoch 1856 | loss: 0.0311091 | val_loss: 0.0311578 | Time: 2811.37 ms
[2021-11-01 04:43:19 main:574] : INFO : Epoch 1857 | loss: 0.0311125 | val_loss: 0.0311528 | Time: 2781.69 ms
[2021-11-01 04:43:22 main:574] : INFO : Epoch 1858 | loss: 0.0311267 | val_loss: 0.0311529 | Time: 2788.61 ms
[2021-11-01 04:43:25 main:574] : INFO : Epoch 1859 | loss: 0.031125 | val_loss: 0.0311498 | Time: 2804.66 ms
[2021-11-01 04:43:28 main:574] : INFO : Epoch 1860 | loss: 0.0311197 | val_loss: 0.0311467 | Time: 2812.47 ms
[2021-11-01 04:43:31 main:574] : INFO : Epoch 1861 | loss: 0.0311165 | val_loss: 0.0311521 | Time: 2842.09 ms
[2021-11-01 04:43:34 main:574] : INFO : Epoch 1862 | loss: 0.0311203 | val_loss: 0.0311608 | Time: 2796.56 ms
[2021-11-01 04:43:37 main:574] : INFO : Epoch 1863 | loss: 0.0311196 | val_loss: 0.0311508 | Time: 2795.02 ms
[2021-11-01 04:43:40 main:574] : INFO : Epoch 1864 | loss: 0.0311157 | val_loss: 0.0311502 | Time: 2788.48 ms
[2021-11-01 04:43:43 main:574] : INFO : Epoch 1865 | loss: 0.0311125 | val_loss: 0.0311553 | Time: 2791.91 ms
[2021-11-01 04:43:45 main:574] : INFO : Epoch 1866 | loss: 0.0311131 | val_loss: 0.0311499 | Time: 2790.87 ms
[2021-11-01 04:43:48 main:574] : INFO : Epoch 1867 | loss: 0.0311119 | val_loss: 0.0311492 | Time: 2803.78 ms
[2021-11-01 04:43:51 main:574] : INFO : Epoch 1868 | loss: 0.0311112 | val_loss: 0.031159 | Time: 2797.36 ms
[2021-11-01 04:43:54 main:574] : INFO : Epoch 1869 | loss: 0.0311123 | val_loss: 0.0311569 | Time: 2811.91 ms
[2021-11-01 04:43:57 main:574] : INFO : Epoch 1870 | loss: 0.0311141 | val_loss: 0.0311557 | Time: 2770.72 ms
[2021-11-01 04:44:00 main:574] : INFO : Epoch 1871 | loss: 0.0311118 | val_loss: 0.0311573 | Time: 2800.28 ms
[2021-11-01 04:44:03 main:574] : INFO : Epoch 1872 | loss: 0.0311106 | val_loss: 0.0311551 | Time: 2787.43 ms
[2021-11-01 04:44:06 main:574] : INFO : Epoch 1873 | loss: 0.0311108 | val_loss: 0.0311517 | Time: 2796.51 ms
[2021-11-01 04:44:09 main:574] : INFO : Epoch 1874 | loss: 0.03114 | val_loss: 0.0311618 | Time: 2815.61 ms
[2021-11-01 04:44:12 main:574] : INFO : Epoch 1875 | loss: 0.0311432 | val_loss: 0.0311529 | Time: 2808.11 ms
[2021-11-01 04:44:14 main:574] : INFO : Epoch 1876 | loss: 0.0311367 | val_loss: 0.0311533 | Time: 2819.92 ms
[2021-11-01 04:44:17 main:574] : INFO : Epoch 1877 | loss: 0.0311318 | val_loss: 0.0311511 | Time: 2832.29 ms
[2021-11-01 04:44:20 main:574] : INFO : Epoch 1878 | loss: 0.0311301 | val_loss: 0.0311491 | Time: 2808.16 ms
[2021-11-01 04:44:23 main:574] : INFO : Epoch 1879 | loss: 0.0311234 | val_loss: 0.0311479 | Time: 2813.05 ms
[2021-11-01 04:44:26 main:574] : INFO : Epoch 1880 | loss: 0.0311227 | val_loss: 0.0311514 | Time: 2786.92 ms
[2021-11-01 04:44:29 main:574] : INFO : Epoch 1881 | loss: 0.0311207 | val_loss: 0.031148 | Time: 2827.76 ms
[2021-11-01 04:44:32 main:574] : INFO : Epoch 1882 | loss: 0.0311214 | val_loss: 0.0311467 | Time: 2792.72 ms
[2021-11-01 04:44:35 main:574] : INFO : Epoch 1883 | loss: 0.0311206 | val_loss: 0.0311544 | Time: 2785.35 ms
[2021-11-01 04:44:38 main:574] : INFO : Epoch 1884 | loss: 0.0311204 | val_loss: 0.0311464 | Time: 2823.98 ms
[2021-11-01 04:44:41 main:574] : INFO : Epoch 1885 | loss: 0.0311188 | val_loss: 0.0311488 | Time: 2796.56 ms
[2021-11-01 04:44:43 main:574] : INFO : Epoch 1886 | loss: 0.0311186 | val_loss: 0.031151 | Time: 2843.67 ms
[2021-11-01 04:44:46 main:574] : INFO : Epoch 1887 | loss: 0.0311148 | val_loss: 0.0311505 | Time: 2781.13 ms
[2021-11-01 04:44:49 main:574] : INFO : Epoch 1888 | loss: 0.0311157 | val_loss: 0.0311492 | Time: 2792.65 ms
[2021-11-01 04:44:52 main:574] : INFO : Epoch 1889 | loss: 0.031115 | val_loss: 0.0311539 | Time: 2802.7 ms
[2021-11-01 04:44:55 main:574] : INFO : Epoch 1890 | loss: 0.0311146 | val_loss: 0.0311541 | Time: 2780.73 ms
[2021-11-01 04:44:58 main:574] : INFO : Epoch 1891 | loss: 0.0311127 | val_loss: 0.0311513 | Time: 2811.11 ms
[2021-11-01 04:45:01 main:574] : INFO : Epoch 1892 | loss: 0.0311122 | val_loss: 0.0311522 | Time: 2799.83 ms
[2021-11-01 04:45:04 main:574] : INFO : Epoch 1893 | loss: 0.0311117 | val_loss: 0.0311524 | Time: 2800.21 ms
[2021-11-01 04:45:06 main:574] : INFO : Epoch 1894 | loss: 0.0311109 | val_loss: 0.0311487 | Time: 2781.11 ms
[2021-11-01 04:45:09 main:574] : INFO : Epoch 1895 | loss: 0.0311227 | val_loss: 0.0311498 | Time: 2801.5 ms
[2021-11-01 04:45:12 main:574] : INFO : Epoch 1896 | loss: 0.0311301 | val_loss: 0.031152 | Time: 2790.83 ms
[2021-11-01 04:45:15 main:574] : INFO : Epoch 1897 | loss: 0.0311242 | val_loss: 0.0311473 | Time: 2825.4 ms
[2021-11-01 04:45:18 main:574] : INFO : Epoch 1898 | loss: 0.0311194 | val_loss: 0.0311468 | Time: 2781.59 ms
[2021-11-01 04:45:21 main:574] : INFO : Epoch 1899 | loss: 0.031119 | val_loss: 0.0311432 | Time: 2796.28 ms
[2021-11-01 04:45:24 main:574] : INFO : Epoch 1900 | loss: 0.0311143 | val_loss: 0.0311461 | Time: 2781.42 ms
[2021-11-01 04:45:27 main:574] : INFO : Epoch 1901 | loss: 0.0311148 | val_loss: 0.0311466 | Time: 2777.61 ms
[2021-11-01 04:45:29 main:574] : INFO : Epoch 1902 | loss: 0.0311142 | val_loss: 0.0311438 | Time: 2819.34 ms
[2021-11-01 04:45:32 main:574] : INFO : Epoch 1903 | loss: 0.0311147 | val_loss: 0.031147 | Time: 2828.27 ms
[2021-11-01 04:45:35 main:574] : INFO : Epoch 1904 | loss: 0.0311136 | val_loss: 0.0311441 | Time: 2803.63 ms
[2021-11-01 04:45:38 main:574] : INFO : Epoch 1905 | loss: 0.0311109 | val_loss: 0.0311459 | Time: 2807.47 ms
[2021-11-01 04:45:41 main:574] : INFO : Epoch 1906 | loss: 0.0311113 | val_loss: 0.0311459 | Time: 2784.31 ms
[2021-11-01 04:45:44 main:574] : INFO : Epoch 1907 | loss: 0.0311145 | val_loss: 0.0311486 | Time: 2814.82 ms
[2021-11-01 04:45:47 main:574] : INFO : Epoch 1908 | loss: 0.0311136 | val_loss: 0.0311495 | Time: 2784.83 ms
[2021-11-01 04:45:50 main:574] : INFO : Epoch 1909 | loss: 0.0311114 | val_loss: 0.0311451 | Time: 2799.25 ms
[2021-11-01 04:45:53 main:574] : INFO : Epoch 1910 | loss: 0.0311081 | val_loss: 0.031144 | Time: 2804.1 ms
[2021-11-01 04:45:56 main:574] : INFO : Epoch 1911 | loss: 0.0311094 | val_loss: 0.0311466 | Time: 2843.26 ms
[2021-11-01 04:45:58 main:574] : INFO : Epoch 1912 | loss: 0.0311112 | val_loss: 0.0311481 | Time: 2833.12 ms
[2021-11-01 04:46:01 main:574] : INFO : Epoch 1913 | loss: 0.0311145 | val_loss: 0.0311444 | Time: 2802.89 ms
[2021-11-01 04:46:04 main:574] : INFO : Epoch 1914 | loss: 0.0311078 | val_loss: 0.0311487 | Time: 2825.51 ms
[2021-11-01 04:46:07 main:574] : INFO : Epoch 1915 | loss: 0.0311115 | val_loss: 0.0311448 | Time: 2795.65 ms
[2021-11-01 04:46:10 main:574] : INFO : Epoch 1916 | loss: 0.0311088 | val_loss: 0.0311485 | Time: 2864.69 ms
[2021-11-01 04:46:13 main:574] : INFO : Epoch 1917 | loss: 0.0311166 | val_loss: 0.0311493 | Time: 2791.56 ms
[2021-11-01 04:46:16 main:574] : INFO : Epoch 1918 | loss: 0.0311158 | val_loss: 0.031146 | Time: 2797.1 ms
[2021-11-01 04:46:19 main:574] : INFO : Epoch 1919 | loss: 0.0311141 | val_loss: 0.0311422 | Time: 2828.15 ms
[2021-11-01 04:46:22 main:574] : INFO : Epoch 1920 | loss: 0.0311143 | val_loss: 0.0311492 | Time: 2793.68 ms
[2021-11-01 04:46:25 main:574] : INFO : Epoch 1921 | loss: 0.0311131 | val_loss: 0.0311453 | Time: 2789.17 ms
[2021-11-01 04:46:28 main:574] : INFO : Epoch 1922 | loss: 0.031108 | val_loss: 0.0311484 | Time: 2821.89 ms
[2021-11-01 04:46:30 main:574] : INFO : Epoch 1923 | loss: 0.031111 | val_loss: 0.0311462 | Time: 2793.38 ms
[2021-11-01 04:46:33 main:574] : INFO : Epoch 1924 | loss: 0.0311115 | val_loss: 0.0311452 | Time: 2788.48 ms
[2021-11-01 04:46:36 main:574] : INFO : Epoch 1925 | loss: 0.0311141 | val_loss: 0.0311448 | Time: 2796.8 ms
[2021-11-01 04:46:39 main:574] : INFO : Epoch 1926 | loss: 0.0311161 | val_loss: 0.0311486 | Time: 2807.46 ms
[2021-11-01 04:46:42 main:574] : INFO : Epoch 1927 | loss: 0.0311136 | val_loss: 0.0311522 | Time: 2804.92 ms
[2021-11-01 04:46:45 main:574] : INFO : Epoch 1928 | loss: 0.0311165 | val_loss: 0.0311498 | Time: 2818.33 ms
[2021-11-01 04:46:48 main:574] : INFO : Epoch 1929 | loss: 0.0311141 | val_loss: 0.0311547 | Time: 2808.4 ms
[2021-11-01 04:46:51 main:574] : INFO : Epoch 1930 | loss: 0.0311107 | val_loss: 0.0311454 | Time: 2799.72 ms
[2021-11-01 04:46:53 main:574] : INFO : Epoch 1931 | loss: 0.0311121 | val_loss: 0.0311497 | Time: 2833.14 ms
[2021-11-01 04:46:56 main:574] : INFO : Epoch 1932 | loss: 0.0311112 | val_loss: 0.031149 | Time: 2817.77 ms
[2021-11-01 04:46:59 main:574] : INFO : Epoch 1933 | loss: 0.0311094 | val_loss: 0.0311473 | Time: 2805.13 ms
[2021-11-01 04:47:02 main:574] : INFO : Epoch 1934 | loss: 0.0311066 | val_loss: 0.031146 | Time: 2799.21 ms
[2021-11-01 04:47:05 main:574] : INFO : Epoch 1935 | loss: 0.0311053 | val_loss: 0.0311496 | Time: 2825.16 ms
[2021-11-01 04:47:08 main:574] : INFO : Epoch 1936 | loss: 0.031104 | val_loss: 0.0311514 | Time: 2809.93 ms
[2021-11-01 04:47:11 main:574] : INFO : Epoch 1937 | loss: 0.0311031 | val_loss: 0.0311477 | Time: 2812.65 ms
[2021-11-01 04:47:14 main:574] : INFO : Epoch 1938 | loss: 0.0311046 | val_loss: 0.0311476 | Time: 2794.31 ms
[2021-11-01 04:47:17 main:574] : INFO : Epoch 1939 | loss: 0.0311048 | val_loss: 0.0311484 | Time: 2797.97 ms
[2021-11-01 04:47:20 main:574] : INFO : Epoch 1940 | loss: 0.0311036 | val_loss: 0.0311464 | Time: 2827.16 ms
[2021-11-01 04:47:22 main:574] : INFO : Epoch 1941 | loss: 0.0311084 | val_loss: 0.0311492 | Time: 2807.14 ms
[2021-11-01 04:47:25 main:574] : INFO : Epoch 1942 | loss: 0.0311072 | val_loss: 0.0311488 | Time: 2809.53 ms
[2021-11-01 04:47:28 main:574] : INFO : Epoch 1943 | loss: 0.0311042 | val_loss: 0.0311458 | Time: 2805.1 ms
[2021-11-01 04:47:31 main:574] : INFO : Epoch 1944 | loss: 0.0311047 | val_loss: 0.0311547 | Time: 2790.78 ms
[2021-11-01 04:47:34 main:574] : INFO : Epoch 1945 | loss: 0.0311043 | val_loss: 0.0311479 | Time: 2801.19 ms
[2021-11-01 04:47:37 main:574] : INFO : Epoch 1946 | loss: 0.0311036 | val_loss: 0.0311485 | Time: 2804.27 ms
[2021-11-01 04:47:40 main:574] : INFO : Epoch 1947 | loss: 0.0311053 | val_loss: 0.0311545 | Time: 2800.83 ms
[2021-11-01 04:47:43 main:574] : INFO : Epoch 1948 | loss: 0.0311034 | val_loss: 0.031149 | Time: 2797.76 ms
[2021-11-01 04:47:46 main:574] : INFO : Epoch 1949 | loss: 0.0311043 | val_loss: 0.0311561 | Time: 2839.25 ms
[2021-11-01 04:47:49 main:574] : INFO : Epoch 1950 | loss: 0.0311103 | val_loss: 0.0311508 | Time: 2786.66 ms
[2021-11-01 04:47:51 main:574] : INFO : Epoch 1951 | loss: 0.0311073 | val_loss: 0.0311468 | Time: 2806.92 ms
[2021-11-01 04:47:54 main:574] : INFO : Epoch 1952 | loss: 0.0311073 | val_loss: 0.0311548 | Time: 2792.58 ms
[2021-11-01 04:47:57 main:574] : INFO : Epoch 1953 | loss: 0.0311015 | val_loss: 0.0311494 | Time: 2830.09 ms
[2021-11-01 04:48:00 main:574] : INFO : Epoch 1954 | loss: 0.0311052 | val_loss: 0.0311475 | Time: 2810.8 ms
[2021-11-01 04:48:03 main:574] : INFO : Epoch 1955 | loss: 0.0311084 | val_loss: 0.0311539 | Time: 2823.34 ms
[2021-11-01 04:48:06 main:574] : INFO : Epoch 1956 | loss: 0.0311253 | val_loss: 0.0311497 | Time: 2799.38 ms
[2021-11-01 04:48:09 main:574] : INFO : Epoch 1957 | loss: 0.0311233 | val_loss: 0.0311511 | Time: 2804.11 ms
[2021-11-01 04:48:12 main:574] : INFO : Epoch 1958 | loss: 0.0311257 | val_loss: 0.0311563 | Time: 2835.28 ms
[2021-11-01 04:48:15 main:574] : INFO : Epoch 1959 | loss: 0.0311292 | val_loss: 0.0311491 | Time: 2798.74 ms
[2021-11-01 04:48:18 main:574] : INFO : Epoch 1960 | loss: 0.0311216 | val_loss: 0.0311497 | Time: 2792.45 ms
[2021-11-01 04:48:21 main:574] : INFO : Epoch 1961 | loss: 0.0311156 | val_loss: 0.0311465 | Time: 2790.99 ms
[2021-11-01 04:48:24 main:574] : INFO : Epoch 1962 | loss: 0.0311116 | val_loss: 0.0311453 | Time: 2831.3 ms
[2021-11-01 04:48:27 main:574] : INFO : Epoch 1963 | loss: 0.0311096 | val_loss: 0.0311461 | Time: 2816.78 ms
[2021-11-01 04:48:29 main:574] : INFO : Epoch 1964 | loss: 0.0311069 | val_loss: 0.0311544 | Time: 2795.44 ms
[2021-11-01 04:48:32 main:574] : INFO : Epoch 1965 | loss: 0.0311099 | val_loss: 0.0311526 | Time: 2806.48 ms
[2021-11-01 04:48:35 main:574] : INFO : Epoch 1966 | loss: 0.0311081 | val_loss: 0.0311459 | Time: 2784.1 ms
[2021-11-01 04:48:38 main:574] : INFO : Epoch 1967 | loss: 0.0311037 | val_loss: 0.0311532 | Time: 2825.17 ms
[2021-11-01 04:48:41 main:574] : INFO : Epoch 1968 | loss: 0.0311091 | val_loss: 0.0311484 | Time: 2827.7 ms
[2021-11-01 04:48:44 main:574] : INFO : Epoch 1969 | loss: 0.0311129 | val_loss: 0.0311449 | Time: 2812.09 ms
[2021-11-01 04:48:47 main:574] : INFO : Epoch 1970 | loss: 0.0311193 | val_loss: 0.0311451 | Time: 2788.47 ms
[2021-11-01 04:48:50 main:574] : INFO : Epoch 1971 | loss: 0.0311365 | val_loss: 0.0311468 | Time: 2841.15 ms
[2021-11-01 04:48:53 main:574] : INFO : Epoch 1972 | loss: 0.0311284 | val_loss: 0.031146 | Time: 2797.7 ms
[2021-11-01 04:48:56 main:574] : INFO : Epoch 1973 | loss: 0.0311241 | val_loss: 0.0311426 | Time: 2808.26 ms
[2021-11-01 04:48:58 main:574] : INFO : Epoch 1974 | loss: 0.0311178 | val_loss: 0.0311472 | Time: 2795.26 ms
[2021-11-01 04:49:01 main:574] : INFO : Epoch 1975 | loss: 0.0311159 | val_loss: 0.0311478 | Time: 2845.93 ms
[2021-11-01 04:49:04 main:574] : INFO : Epoch 1976 | loss: 0.0311128 | val_loss: 0.031142 | Time: 2790.37 ms
[2021-11-01 04:49:07 main:574] : INFO : Epoch 1977 | loss: 0.0311108 | val_loss: 0.0311451 | Time: 2824.33 ms
[2021-11-01 04:49:10 main:574] : INFO : Epoch 1978 | loss: 0.0311113 | val_loss: 0.0311527 | Time: 2802.06 ms
[2021-11-01 04:49:13 main:574] : INFO : Epoch 1979 | loss: 0.0311114 | val_loss: 0.0311507 | Time: 2814.1 ms
[2021-11-01 04:49:16 main:574] : INFO : Epoch 1980 | loss: 0.0311078 | val_loss: 0.0311482 | Time: 2854.05 ms
[2021-11-01 04:49:19 main:574] : INFO : Epoch 1981 | loss: 0.0311058 | val_loss: 0.0311479 | Time: 2785.94 ms
[2021-11-01 04:49:22 main:574] : INFO : Epoch 1982 | loss: 0.031108 | val_loss: 0.0311427 | Time: 2807.77 ms
[2021-11-01 04:49:25 main:574] : INFO : Epoch 1983 | loss: 0.0311108 | val_loss: 0.0311498 | Time: 2818.05 ms
[2021-11-01 04:49:27 main:574] : INFO : Epoch 1984 | loss: 0.0311107 | val_loss: 0.0311437 | Time: 2826.76 ms
[2021-11-01 04:49:30 main:574] : INFO : Epoch 1985 | loss: 0.0311098 | val_loss: 0.0311469 | Time: 2801.46 ms
[2021-11-01 04:49:33 main:574] : INFO : Epoch 1986 | loss: 0.0311073 | val_loss: 0.0311474 | Time: 2805.81 ms
[2021-11-01 04:49:36 main:574] : INFO : Epoch 1987 | loss: 0.0311048 | val_loss: 0.0311431 | Time: 2801.06 ms
[2021-11-01 04:49:39 main:574] : INFO : Epoch 1988 | loss: 0.0311051 | val_loss: 0.031145 | Time: 2809.45 ms
[2021-11-01 04:49:42 main:574] : INFO : Epoch 1989 | loss: 0.0311076 | val_loss: 0.0311495 | Time: 2799.38 ms
[2021-11-01 04:49:45 main:574] : INFO : Epoch 1990 | loss: 0.0311024 | val_loss: 0.0311494 | Time: 2788.52 ms
[2021-11-01 04:49:48 main:574] : INFO : Epoch 1991 | loss: 0.0311051 | val_loss: 0.0311541 | Time: 2793.46 ms
[2021-11-01 04:49:50 main:574] : INFO : Epoch 1992 | loss: 0.0311072 | val_loss: 0.0311482 | Time: 2819.05 ms
[2021-11-01 04:49:53 main:574] : INFO : Epoch 1993 | loss: 0.0311082 | val_loss: 0.0311532 | Time: 2779.7 ms
[2021-11-01 04:49:56 main:574] : INFO : Epoch 1994 | loss: 0.0311059 | val_loss: 0.0311496 | Time: 2773.65 ms
[2021-11-01 04:49:59 main:574] : INFO : Epoch 1995 | loss: 0.0311044 | val_loss: 0.0311477 | Time: 2889.71 ms
[2021-11-01 04:50:02 main:574] : INFO : Epoch 1996 | loss: 0.031102 | val_loss: 0.0311491 | Time: 2831.66 ms
[2021-11-01 04:50:05 main:574] : INFO : Epoch 1997 | loss: 0.0311076 | val_loss: 0.0311494 | Time: 2806.43 ms
[2021-11-01 04:50:08 main:574] : INFO : Epoch 1998 | loss: 0.0311155 | val_loss: 0.0311426 | Time: 2822.08 ms
[2021-11-01 04:50:11 main:574] : INFO : Epoch 1999 | loss: 0.0311094 | val_loss: 0.0311444 | Time: 2785.7 ms
[2021-11-01 04:50:14 main:574] : INFO : Epoch 2000 | loss: 0.0311051 | val_loss: 0.0311446 | Time: 2813.31 ms
[2021-11-01 04:50:17 main:574] : INFO : Epoch 2001 | loss: 0.0311137 | val_loss: 0.0311497 | Time: 2835.79 ms
[2021-11-01 04:50:19 main:574] : INFO : Epoch 2002 | loss: 0.0311163 | val_loss: 0.0311411 | Time: 2823.2 ms
[2021-11-01 04:50:22 main:574] : INFO : Epoch 2003 | loss: 0.0311139 | val_loss: 0.0311484 | Time: 2803.51 ms
[2021-11-01 04:50:25 main:574] : INFO : Epoch 2004 | loss: 0.0311123 | val_loss: 0.0311473 | Time: 2810.14 ms
[2021-11-01 04:50:28 main:574] : INFO : Epoch 2005 | loss: 0.0311103 | val_loss: 0.0311406 | Time: 2785.9 ms
[2021-11-01 04:50:31 main:574] : INFO : Epoch 2006 | loss: 0.0311108 | val_loss: 0.0311474 | Time: 2801.05 ms
[2021-11-01 04:50:34 main:574] : INFO : Epoch 2007 | loss: 0.0311087 | val_loss: 0.031149 | Time: 2795.07 ms
[2021-11-01 04:50:37 main:574] : INFO : Epoch 2008 | loss: 0.0311091 | val_loss: 0.0311504 | Time: 2908.66 ms
[2021-11-01 04:50:40 main:574] : INFO : Epoch 2009 | loss: 0.0311076 | val_loss: 0.0311478 | Time: 2779.61 ms
[2021-11-01 04:50:43 main:574] : INFO : Epoch 2010 | loss: 0.0311063 | val_loss: 0.0311471 | Time: 2778.48 ms
[2021-11-01 04:50:46 main:574] : INFO : Epoch 2011 | loss: 0.031106 | val_loss: 0.0311479 | Time: 2808.35 ms
[2021-11-01 04:50:49 main:574] : INFO : Epoch 2012 | loss: 0.0311069 | val_loss: 0.0311483 | Time: 2840.93 ms
[2021-11-01 04:50:51 main:574] : INFO : Epoch 2013 | loss: 0.0311084 | val_loss: 0.0311529 | Time: 2794.12 ms
[2021-11-01 04:50:54 main:574] : INFO : Epoch 2014 | loss: 0.0311091 | val_loss: 0.0311426 | Time: 2812.74 ms
[2021-11-01 04:50:57 main:574] : INFO : Epoch 2015 | loss: 0.0311111 | val_loss: 0.0311497 | Time: 2800.05 ms
[2021-11-01 04:51:00 main:574] : INFO : Epoch 2016 | loss: 0.0311076 | val_loss: 0.0311443 | Time: 2826.48 ms
[2021-11-01 04:51:03 main:574] : INFO : Epoch 2017 | loss: 0.0311058 | val_loss: 0.0311513 | Time: 2795.86 ms
[2021-11-01 04:51:06 main:574] : INFO : Epoch 2018 | loss: 0.0311043 | val_loss: 0.0311429 | Time: 2792.71 ms
[2021-11-01 04:51:09 main:574] : INFO : Epoch 2019 | loss: 0.0311059 | val_loss: 0.0311387 | Time: 2818.92 ms
[2021-11-01 04:51:12 main:574] : INFO : Epoch 2020 | loss: 0.0311053 | val_loss: 0.0311526 | Time: 2815.7 ms
[2021-11-01 04:51:15 main:574] : INFO : Epoch 2021 | loss: 0.0311047 | val_loss: 0.0311543 | Time: 2779.87 ms
[2021-11-01 04:51:17 main:574] : INFO : Epoch 2022 | loss: 0.0311007 | val_loss: 0.0311504 | Time: 2806.13 ms
[2021-11-01 04:51:20 main:574] : INFO : Epoch 2023 | loss: 0.0310992 | val_loss: 0.0311502 | Time: 2784.44 ms
[2021-11-01 04:51:23 main:574] : INFO : Epoch 2024 | loss: 0.0311007 | val_loss: 0.0311551 | Time: 2802.86 ms
[2021-11-01 04:51:26 main:574] : INFO : Epoch 2025 | loss: 0.0311049 | val_loss: 0.0311433 | Time: 2866.43 ms
[2021-11-01 04:51:29 main:574] : INFO : Epoch 2026 | loss: 0.0311053 | val_loss: 0.0311434 | Time: 2832.23 ms
[2021-11-01 04:51:32 main:574] : INFO : Epoch 2027 | loss: 0.03111 | val_loss: 0.0311445 | Time: 2791.24 ms
[2021-11-01 04:51:35 main:574] : INFO : Epoch 2028 | loss: 0.0311102 | val_loss: 0.0311486 | Time: 2786.62 ms
[2021-11-01 04:51:38 main:574] : INFO : Epoch 2029 | loss: 0.0311054 | val_loss: 0.031146 | Time: 2837.47 ms
[2021-11-01 04:51:41 main:574] : INFO : Epoch 2030 | loss: 0.0311039 | val_loss: 0.031142 | Time: 2811.59 ms
[2021-11-01 04:51:44 main:574] : INFO : Epoch 2031 | loss: 0.0311046 | val_loss: 0.0311475 | Time: 2796.04 ms
[2021-11-01 04:51:47 main:574] : INFO : Epoch 2032 | loss: 0.0311032 | val_loss: 0.0311545 | Time: 2812.11 ms
[2021-11-01 04:51:50 main:574] : INFO : Epoch 2033 | loss: 0.031108 | val_loss: 0.0311477 | Time: 2782.08 ms
[2021-11-01 04:51:53 main:574] : INFO : Epoch 2034 | loss: 0.0311074 | val_loss: 0.0311537 | Time: 2863.81 ms
[2021-11-01 04:51:55 main:574] : INFO : Epoch 2035 | loss: 0.0311034 | val_loss: 0.031162 | Time: 2858.51 ms
[2021-11-01 04:51:58 main:574] : INFO : Epoch 2036 | loss: 0.0311025 | val_loss: 0.0311481 | Time: 2829.13 ms
[2021-11-01 04:52:01 main:574] : INFO : Epoch 2037 | loss: 0.0310996 | val_loss: 0.031155 | Time: 2806.7 ms
[2021-11-01 04:52:04 main:574] : INFO : Epoch 2038 | loss: 0.0310966 | val_loss: 0.0311518 | Time: 2828.29 ms
[2021-11-01 04:52:07 main:574] : INFO : Epoch 2039 | loss: 0.0310996 | val_loss: 0.031158 | Time: 2801.06 ms
[2021-11-01 04:52:10 main:574] : INFO : Epoch 2040 | loss: 0.0310994 | val_loss: 0.0311492 | Time: 2802.94 ms
[2021-11-01 04:52:13 main:574] : INFO : Epoch 2041 | loss: 0.0311033 | val_loss: 0.0311496 | Time: 2792.11 ms
[2021-11-01 04:52:16 main:574] : INFO : Epoch 2042 | loss: 0.031102 | val_loss: 0.0311504 | Time: 2783.3 ms
[2021-11-01 04:52:19 main:574] : INFO : Epoch 2043 | loss: 0.0310997 | val_loss: 0.0311499 | Time: 2786.83 ms
[2021-11-01 04:52:22 main:574] : INFO : Epoch 2044 | loss: 0.0311064 | val_loss: 0.0311467 | Time: 2809.39 ms
[2021-11-01 04:52:25 main:574] : INFO : Epoch 2045 | loss: 0.0311109 | val_loss: 0.0311494 | Time: 2783.53 ms
[2021-11-01 04:52:28 main:574] : INFO : Epoch 2046 | loss: 0.0311047 | val_loss: 0.0311451 | Time: 2796.83 ms
[2021-11-01 04:52:31 main:574] : INFO : Epoch 2047 | loss: 0.0311019 | val_loss: 0.0311493 | Time: 2786.01 ms
[2021-11-01 04:52:34 main:574] : INFO : Epoch 2048 | loss: 0.0310998 | val_loss: 0.0311473 | Time: 2803.54 ms
[2021-11-01 04:52:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311473
[2021-11-01 04:52:34 main:603] : INFO : Saving end state to config to file
[2021-11-01 04:52:35 main:608] : INFO : Success, exiting..
04:52:35 (14132): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)