Task 3749644
| Name | ParityModified-1609263356-23483-4_0 |
| Workunit | 1927312 |
| Created | 21 Jan 2021, 12:43:00 UTC |
| Sent | 22 Jan 2021, 13:20:31 UTC |
| Report deadline | 29 Jan 2021, 13:20:31 UTC |
| Received | 22 Jan 2021, 15:43:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 2 hours 12 min 50 sec |
| CPU time | 1 hours 56 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0312208 | val_loss: 0.031221 | Time: 3544.26 ms [2021-01-22 07:10:03 main:574] : INFO : Epoch 1543 | loss: 0.0312216 | val_loss: 0.0312246 | Time: 4019.1 ms [2021-01-22 07:10:07 main:574] : INFO : Epoch 1544 | loss: 0.0312227 | val_loss: 0.0312288 | Time: 3471.64 ms [2021-01-22 07:10:11 main:574] : INFO : Epoch 1545 | loss: 0.0312205 | val_loss: 0.0312207 | Time: 3711.63 ms [2021-01-22 07:10:14 main:574] : INFO : Epoch 1546 | loss: 0.03122 | val_loss: 0.0312222 | Time: 3837.79 ms [2021-01-22 07:10:18 main:574] : INFO : Epoch 1547 | loss: 0.0312196 | val_loss: 0.031221 | Time: 3618.99 ms [2021-01-22 07:10:22 main:574] : INFO : Epoch 1548 | loss: 0.0312209 | val_loss: 0.0312223 | Time: 4065.84 ms [2021-01-22 07:10:26 main:574] : INFO : Epoch 1549 | loss: 0.0312192 | val_loss: 0.0312239 | Time: 3494.66 ms [2021-01-22 07:10:30 main:574] : INFO : Epoch 1550 | loss: 0.031221 | val_loss: 0.0312206 | Time: 3545.22 ms [2021-01-22 07:10:34 main:574] : INFO : Epoch 1551 | loss: 0.0312185 | val_loss: 0.0312262 | Time: 3888.61 ms [2021-01-22 07:10:38 main:574] : INFO : Epoch 1552 | loss: 0.0312244 | val_loss: 0.0312281 | Time: 3831.21 ms [2021-01-22 07:10:41 main:574] : INFO : Epoch 1553 | loss: 0.0312224 | val_loss: 0.0312212 | Time: 3665.34 ms [2021-01-22 07:10:45 main:574] : INFO : Epoch 1554 | loss: 0.0312202 | val_loss: 0.0312217 | Time: 3773.92 ms [2021-01-22 07:10:49 main:574] : INFO : Epoch 1555 | loss: 0.0312193 | val_loss: 0.0312212 | Time: 3973.09 ms [2021-01-22 07:10:53 main:574] : INFO : Epoch 1556 | loss: 0.0312188 | val_loss: 0.031226 | Time: 3704.16 ms [2021-01-22 07:10:57 main:574] : INFO : Epoch 1557 | loss: 0.0312187 | val_loss: 0.0312208 | Time: 3735.78 ms [2021-01-22 07:11:01 main:574] : INFO : Epoch 1558 | loss: 0.031219 | val_loss: 0.0312256 | Time: 3570.59 ms [2021-01-22 07:11:05 main:574] : INFO : Epoch 1559 | loss: 0.0312236 | val_loss: 0.0312245 | Time: 3447.26 ms [2021-01-22 07:11:09 main:574] : INFO : Epoch 1560 | loss: 0.0312196 | val_loss: 0.0312217 | Time: 3949.23 ms [2021-01-22 07:11:13 main:574] : INFO : Epoch 1561 | loss: 0.0312199 | val_loss: 0.0312271 | Time: 3942.6 ms [2021-01-22 07:11:17 main:574] : INFO : Epoch 1562 | loss: 0.0312209 | val_loss: 0.0312203 | Time: 3913.61 ms [2021-01-22 07:11:20 main:574] : INFO : Epoch 1563 | loss: 0.0312219 | val_loss: 0.0312231 | Time: 3528.49 ms [2021-01-22 07:11:25 main:574] : INFO : Epoch 1564 | loss: 0.0312195 | val_loss: 0.0312206 | Time: 4114.96 ms [2021-01-22 07:11:29 main:574] : INFO : Epoch 1565 | loss: 0.0312189 | val_loss: 0.0312202 | Time: 3786.24 ms [2021-01-22 07:11:32 main:574] : INFO : Epoch 1566 | loss: 0.0312193 | val_loss: 0.0312258 | Time: 3893.32 ms [2021-01-22 07:11:36 main:574] : INFO : Epoch 1567 | loss: 0.0312202 | val_loss: 0.0312194 | Time: 3822.64 ms [2021-01-22 07:11:40 main:574] : INFO : Epoch 1568 | loss: 0.0312225 | val_loss: 0.0312212 | Time: 3885.88 ms [2021-01-22 07:11:44 main:574] : INFO : Epoch 1569 | loss: 0.0312217 | val_loss: 0.0312208 | Time: 3562.71 ms [2021-01-22 07:11:48 main:574] : INFO : Epoch 1570 | loss: 0.0312215 | val_loss: 0.0312214 | Time: 3660.61 ms [2021-01-22 07:11:52 main:574] : INFO : Epoch 1571 | loss: 0.0312235 | val_loss: 0.031222 | Time: 3668.08 ms [2021-01-22 07:11:55 main:574] : INFO : Epoch 1572 | loss: 0.0312211 | val_loss: 0.0312216 | Time: 3563.24 ms [2021-01-22 07:11:59 main:574] : INFO : Epoch 1573 | loss: 0.0312203 | val_loss: 0.0312233 | Time: 3745.73 ms [2021-01-22 07:12:03 main:574] : INFO : Epoch 1574 | loss: 0.0312212 | val_loss: 0.0312208 | Time: 4071.38 ms [2021-01-22 07:12:07 main:574] : INFO : Epoch 1575 | loss: 0.0312207 | val_loss: 0.031225 | Time: 3659.97 ms [2021-01-22 07:12:11 main:574] : INFO : Epoch 1576 | loss: 0.0312224 | val_loss: 0.0312251 | Time: 3974.03 ms [2021-01-22 07:12:15 main:574] : INFO : Epoch 1577 | loss: 0.0312246 | val_loss: 0.0312208 | Time: 3411.77 ms [2021-01-22 07:12:19 main:574] : INFO : Epoch 1578 | loss: 0.0312209 | val_loss: 0.0312218 | Time: 3898.74 ms [2021-01-22 07:12:23 main:574] : INFO : Epoch 1579 | loss: 0.0312191 | val_loss: 0.0312194 | Time: 3999.82 ms [2021-01-22 07:12:27 main:574] : INFO : Epoch 1580 | loss: 0.0312184 | val_loss: 0.0312214 | Time: 4027.71 ms [2021-01-22 07:12:31 main:574] : INFO : Epoch 1581 | loss: 0.0312192 | val_loss: 0.0312193 | Time: 3968.48 ms [2021-01-22 07:12:35 main:574] : INFO : Epoch 1582 | loss: 0.0312214 | val_loss: 0.0312186 | Time: 3509.92 ms [2021-01-22 07:12:39 main:574] : INFO : Epoch 1583 | loss: 0.0312208 | val_loss: 0.0312181 | Time: 3865.77 ms [2021-01-22 07:12:42 main:574] : INFO : Epoch 1584 | loss: 0.0312192 | val_loss: 0.0312184 | Time: 3511.73 ms [2021-01-22 07:12:46 main:574] : INFO : Epoch 1585 | loss: 0.0312185 | val_loss: 0.0312197 | Time: 3523.21 ms [2021-01-22 07:12:50 main:574] : INFO : Epoch 1586 | loss: 0.0312238 | val_loss: 0.0312254 | Time: 3441.33 ms [2021-01-22 07:12:53 main:574] : INFO : Epoch 1587 | loss: 0.0312229 | val_loss: 0.0312204 | Time: 3643.57 ms [2021-01-22 07:12:57 main:574] : INFO : Epoch 1588 | loss: 0.0312187 | val_loss: 0.0312183 | Time: 3857.88 ms [2021-01-22 07:13:01 main:574] : INFO : Epoch 1589 | loss: 0.0312193 | val_loss: 0.0312187 | Time: 3887.89 ms [2021-01-22 07:13:05 main:574] : INFO : Epoch 1590 | loss: 0.0312192 | val_loss: 0.0312199 | Time: 3517.05 ms [2021-01-22 07:13:09 main:574] : INFO : Epoch 1591 | loss: 0.031223 | val_loss: 0.0312192 | Time: 4028.6 ms [2021-01-22 07:13:13 main:574] : INFO : Epoch 1592 | loss: 0.0312186 | val_loss: 0.0312187 | Time: 3625.73 ms [2021-01-22 07:13:17 main:574] : INFO : Epoch 1593 | loss: 0.0312196 | val_loss: 0.0312184 | Time: 3996.62 ms [2021-01-22 07:13:21 main:574] : INFO : Epoch 1594 | loss: 0.03122 | val_loss: 0.0312195 | Time: 3931.7 ms [2021-01-22 07:13:25 main:574] : INFO : Epoch 1595 | loss: 0.0312187 | val_loss: 0.0312211 | Time: 3935.64 ms [2021-01-22 07:13:29 main:574] : INFO : Epoch 1596 | loss: 0.0312186 | val_loss: 0.0312199 | Time: 3836.22 ms [2021-01-22 07:13:33 main:574] : INFO : Epoch 1597 | loss: 0.0312187 | val_loss: 0.0312197 | Time: 3502.06 ms [2021-01-22 07:13:37 main:574] : INFO : Epoch 1598 | loss: 0.0312183 | val_loss: 0.0312177 | Time: 4040.45 ms [2021-01-22 07:13:41 main:574] : INFO : Epoch 1599 | loss: 0.0312184 | val_loss: 0.0312243 | Time: 3954.12 ms [2021-01-22 07:13:45 main:574] : INFO : Epoch 1600 | loss: 0.0312195 | val_loss: 0.0312186 | Time: 4025.47 ms [2021-01-22 07:13:49 main:574] : INFO : Epoch 1601 | loss: 0.0312183 | val_loss: 0.0312177 | Time: 3565.74 ms [2021-01-22 07:13:52 main:574] : INFO : Epoch 1602 | loss: 0.0312172 | val_loss: 0.0312183 | Time: 3820.63 ms [2021-01-22 07:13:56 main:574] : INFO : Epoch 1603 | loss: 0.031217 | val_loss: 0.0312173 | Time: 3852.38 ms [2021-01-22 07:14:00 main:574] : INFO : Epoch 1604 | loss: 0.0312176 | val_loss: 0.0312212 | Time: 3811.19 ms [2021-01-22 07:14:04 main:574] : INFO : Epoch 1605 | loss: 0.0312184 | val_loss: 0.0312176 | Time: 3972.12 ms [2021-01-22 07:14:08 main:574] : INFO : Epoch 1606 | loss: 0.0312188 | val_loss: 0.0312175 | Time: 3451.02 ms [2021-01-22 07:14:12 main:574] : INFO : Epoch 1607 | loss: 0.031217 | val_loss: 0.0312173 | Time: 3499.13 ms [2021-01-22 07:14:16 main:574] : INFO : Epoch 1608 | loss: 0.0312187 | val_loss: 0.0312185 | Time: 4015.87 ms [2021-01-22 07:14:20 main:574] : INFO : Epoch 1609 | loss: 0.0312186 | val_loss: 0.0312189 | Time: 3552.92 ms [2021-01-22 07:14:23 main:574] : INFO : Epoch 1610 | loss: 0.0312181 | val_loss: 0.0312184 | Time: 3479.4 ms [2021-01-22 07:14:27 main:574] : INFO : Epoch 1611 | loss: 0.0312175 | val_loss: 0.0312187 | Time: 3493.89 ms [2021-01-22 07:14:31 main:574] : INFO : Epoch 1612 | loss: 0.0312174 | val_loss: 0.0312183 | Time: 3650.75 ms [2021-01-22 07:14:35 main:574] : INFO : Epoch 1613 | loss: 0.0312183 | val_loss: 0.0312184 | Time: 3770.69 ms [2021-01-22 07:14:38 main:574] : INFO : Epoch 1614 | loss: 0.0312212 | val_loss: 0.0312203 | Time: 3502.16 ms [2021-01-22 07:14:42 main:574] : INFO : Epoch 1615 | loss: 0.0312241 | val_loss: 0.0312175 | Time: 3917.01 ms [2021-01-22 07:14:46 main:574] : INFO : Epoch 1616 | loss: 0.0312188 | val_loss: 0.0312193 | Time: 3622.38 ms [2021-01-22 07:14:50 main:574] : INFO : Epoch 1617 | loss: 0.0312206 | val_loss: 0.0312178 | Time: 3618.54 ms [2021-01-22 07:14:53 main:574] : INFO : Epoch 1618 | loss: 0.0312186 | val_loss: 0.0312179 | Time: 3531.95 ms [2021-01-22 07:14:58 main:574] : INFO : Epoch 1619 | loss: 0.0312174 | val_loss: 0.0312177 | Time: 3953.98 ms [2021-01-22 07:15:01 main:574] : INFO : Epoch 1620 | loss: 0.031218 | val_loss: 0.0312191 | Time: 3474.13 ms [2021-01-22 07:15:05 main:574] : INFO : Epoch 1621 | loss: 0.0312178 | val_loss: 0.0312179 | Time: 3563.05 ms [2021-01-22 07:15:09 main:574] : INFO : Epoch 1622 | loss: 0.0312172 | val_loss: 0.0312178 | Time: 3907.41 ms [2021-01-22 07:15:13 main:574] : INFO : Epoch 1623 | loss: 0.0312169 | val_loss: 0.0312169 | Time: 3931.74 ms [2021-01-22 07:15:17 main:574] : INFO : Epoch 1624 | loss: 0.031218 | val_loss: 0.0312187 | Time: 3473.73 ms [2021-01-22 07:15:21 main:574] : INFO : Epoch 1625 | loss: 0.0312182 | val_loss: 0.0312195 | Time: 4212 ms [2021-01-22 07:15:24 main:574] : INFO : Epoch 1626 | loss: 0.0312173 | val_loss: 0.0312191 | Time: 3447.59 ms [2021-01-22 07:15:29 main:574] : INFO : Epoch 1627 | loss: 0.031217 | val_loss: 0.0312175 | Time: 3972.08 ms [2021-01-22 07:15:33 main:574] : INFO : Epoch 1628 | loss: 0.0312174 | val_loss: 0.0312172 | Time: 3949.03 ms [2021-01-22 07:15:37 main:574] : INFO : Epoch 1629 | loss: 0.0312183 | val_loss: 0.031221 | Time: 3857.96 ms [2021-01-22 07:15:41 main:574] : INFO : Epoch 1630 | loss: 0.0312184 | val_loss: 0.031223 | Time: 3929.44 ms [2021-01-22 07:15:45 main:574] : INFO : Epoch 1631 | loss: 0.0312183 | val_loss: 0.0312184 | Time: 3838.91 ms [2021-01-22 07:15:49 main:574] : INFO : Epoch 1632 | loss: 0.0312173 | val_loss: 0.0312175 | Time: 3966.69 ms [2021-01-22 07:15:52 main:574] : INFO : Epoch 1633 | loss: 0.0312172 | val_loss: 0.0312179 | Time: 3683.72 ms [2021-01-22 07:15:57 main:574] : INFO : Epoch 1634 | loss: 0.0312175 | val_loss: 0.0312182 | Time: 3950.19 ms [2021-01-22 07:16:00 main:574] : INFO : Epoch 1635 | loss: 0.0312223 | val_loss: 0.0312234 | Time: 3506.13 ms [2021-01-22 07:16:04 main:574] : INFO : Epoch 1636 | loss: 0.0312226 | val_loss: 0.0312209 | Time: 3991.48 ms [2021-01-22 07:16:08 main:574] : INFO : Epoch 1637 | loss: 0.0312197 | val_loss: 0.031219 | Time: 3690.41 ms [2021-01-22 07:16:12 main:574] : INFO : Epoch 1638 | loss: 0.0312177 | val_loss: 0.0312198 | Time: 3549.41 ms [2021-01-22 07:16:16 main:574] : INFO : Epoch 1639 | loss: 0.0312188 | val_loss: 0.0312191 | Time: 3514.85 ms [2021-01-22 07:16:20 main:574] : INFO : Epoch 1640 | loss: 0.0312207 | val_loss: 0.0312217 | Time: 3961.09 ms [2021-01-22 07:16:24 main:574] : INFO : Epoch 1641 | loss: 0.0312198 | val_loss: 0.0312191 | Time: 3910.62 ms [2021-01-22 07:16:28 main:574] : INFO : Epoch 1642 | loss: 0.0312179 | val_loss: 0.0312187 | Time: 3654.02 ms [2021-01-22 07:16:31 main:574] : INFO : Epoch 1643 | loss: 0.0312189 | val_loss: 0.0312187 | Time: 3611.25 ms [2021-01-22 07:16:35 main:574] : INFO : Epoch 1644 | loss: 0.031218 | val_loss: 0.0312184 | Time: 3519.8 ms [2021-01-22 07:16:39 main:574] : INFO : Epoch 1645 | loss: 0.0312187 | val_loss: 0.0312182 | Time: 3585.03 ms [2021-01-22 07:16:43 main:574] : INFO : Epoch 1646 | loss: 0.0312181 | val_loss: 0.031219 | Time: 3877.53 ms [2021-01-22 07:16:46 main:574] : INFO : Epoch 1647 | loss: 0.0312181 | val_loss: 0.0312199 | Time: 3598.93 ms [2021-01-22 07:16:50 main:574] : INFO : Epoch 1648 | loss: 0.0312183 | val_loss: 0.0312173 | Time: 3983.82 ms [2021-01-22 07:16:55 main:574] : INFO : Epoch 1649 | loss: 0.0312192 | val_loss: 0.0312216 | Time: 4162.32 ms [2021-01-22 07:16:59 main:574] : INFO : Epoch 1650 | loss: 0.0312185 | val_loss: 0.031218 | Time: 3855.1 ms [2021-01-22 07:17:02 main:574] : INFO : Epoch 1651 | loss: 0.0312186 | val_loss: 0.0312187 | Time: 3738.21 ms [2021-01-22 07:17:07 main:574] : INFO : Epoch 1652 | loss: 0.0312179 | val_loss: 0.0312184 | Time: 3998.18 ms [2021-01-22 07:17:10 main:574] : INFO : Epoch 1653 | loss: 0.0312184 | val_loss: 0.0312218 | Time: 3482.44 ms [2021-01-22 07:17:14 main:574] : INFO : Epoch 1654 | loss: 0.0312183 | val_loss: 0.0312186 | Time: 4050.51 ms [2021-01-22 07:17:18 main:574] : INFO : Epoch 1655 | loss: 0.0312178 | val_loss: 0.0312209 | Time: 3966.61 ms [2021-01-22 07:17:22 main:574] : INFO : Epoch 1656 | loss: 0.0312188 | val_loss: 0.0312207 | Time: 3603.26 ms [2021-01-22 07:17:26 main:574] : INFO : Epoch 1657 | loss: 0.0312203 | val_loss: 0.0312223 | Time: 3847.69 ms [2021-01-22 07:17:30 main:574] : INFO : Epoch 1658 | loss: 0.0312192 | val_loss: 0.031218 | Time: 3812.27 ms [2021-01-22 07:17:34 main:574] : INFO : Epoch 1659 | loss: 0.0312163 | val_loss: 0.0312187 | Time: 3606.34 ms [2021-01-22 07:17:38 main:574] : INFO : Epoch 1660 | loss: 0.0312171 | val_loss: 0.0312178 | Time: 3833.92 ms [2021-01-22 07:17:42 main:574] : INFO : Epoch 1661 | loss: 0.0312178 | val_loss: 0.0312181 | Time: 3997.45 ms [2021-01-22 07:17:46 main:574] : INFO : Epoch 1662 | loss: 0.0312182 | val_loss: 0.031217 | Time: 3991.62 ms [2021-01-22 07:17:51 main:574] : INFO : Epoch 1663 | loss: 0.0312164 | val_loss: 0.0312168 | Time: 4090.24 ms [2021-01-22 07:17:54 main:574] : INFO : Epoch 1664 | loss: 0.0312193 | val_loss: 0.0312321 | Time: 3527.46 ms [2021-01-22 07:17:58 main:574] : INFO : Epoch 1665 | loss: 0.0312212 | val_loss: 0.0312192 | Time: 3926.17 ms [2021-01-22 07:18:02 main:574] : INFO : Epoch 1666 | loss: 0.0312171 | val_loss: 0.0312185 | Time: 3779.79 ms [2021-01-22 07:18:06 main:574] : INFO : Epoch 1667 | loss: 0.0312173 | val_loss: 0.0312201 | Time: 3632.79 ms [2021-01-22 07:18:10 main:574] : INFO : Epoch 1668 | loss: 0.0312171 | val_loss: 0.0312171 | Time: 3680.02 ms [2021-01-22 07:18:14 main:574] : INFO : Epoch 1669 | loss: 0.0312174 | val_loss: 0.0312182 | Time: 4154.39 ms [2021-01-22 07:18:18 main:574] : INFO : Epoch 1670 | loss: 0.0312167 | val_loss: 0.031217 | Time: 3800.87 ms [2021-01-22 07:18:21 main:574] : INFO : Epoch 1671 | loss: 0.0312165 | val_loss: 0.0312177 | Time: 3515.43 ms [2021-01-22 07:18:25 main:574] : INFO : Epoch 1672 | loss: 0.0312171 | val_loss: 0.0312166 | Time: 3542.28 ms [2021-01-22 07:18:29 main:574] : INFO : Epoch 1673 | loss: 0.0312188 | val_loss: 0.0312193 | Time: 3581.53 ms [2021-01-22 07:18:33 main:574] : INFO : Epoch 1674 | loss: 0.031217 | val_loss: 0.0312174 | Time: 3928.91 ms [2021-01-22 07:18:37 main:574] : INFO : Epoch 1675 | loss: 0.031216 | val_loss: 0.0312174 | Time: 3947.3 ms [2021-01-22 07:18:41 main:574] : INFO : Epoch 1676 | loss: 0.0312157 | val_loss: 0.0312176 | Time: 3658.03 ms [2021-01-22 07:18:45 main:574] : INFO : Epoch 1677 | loss: 0.0312172 | val_loss: 0.031224 | Time: 4093.13 ms [2021-01-22 07:18:48 main:574] : INFO : Epoch 1678 | loss: 0.0312221 | val_loss: 0.0312248 | Time: 3496.59 ms [2021-01-22 07:18:52 main:574] : INFO : Epoch 1679 | loss: 0.0312193 | val_loss: 0.0312188 | Time: 3478.24 ms [2021-01-22 07:18:56 main:574] : INFO : Epoch 1680 | loss: 0.0312177 | val_loss: 0.0312172 | Time: 3576.13 ms [2021-01-22 07:18:59 main:574] : INFO : Epoch 1681 | loss: 0.0312178 | val_loss: 0.0312185 | Time: 3443.34 ms [2021-01-22 07:19:04 main:574] : INFO : Epoch 1682 | loss: 0.0312196 | val_loss: 0.0312177 | Time: 4328.26 ms [2021-01-22 07:19:08 main:574] : INFO : Epoch 1683 | loss: 0.0312187 | val_loss: 0.0312171 | Time: 3884.35 ms [2021-01-22 07:19:11 main:574] : INFO : Epoch 1684 | loss: 0.0312177 | val_loss: 0.0312172 | Time: 3597.36 ms [2021-01-22 07:19:16 main:574] : INFO : Epoch 1685 | loss: 0.0312174 | val_loss: 0.0312216 | Time: 4033.95 ms [2021-01-22 07:19:19 main:574] : INFO : Epoch 1686 | loss: 0.0312179 | val_loss: 0.0312191 | Time: 3684.62 ms [2021-01-22 07:19:23 main:574] : INFO : Epoch 1687 | loss: 0.0312182 | val_loss: 0.0312201 | Time: 3726.78 ms [2021-01-22 07:19:27 main:574] : INFO : Epoch 1688 | loss: 0.0312189 | val_loss: 0.0312205 | Time: 3925.04 ms [2021-01-22 07:19:31 main:574] : INFO : Epoch 1689 | loss: 0.0312172 | val_loss: 0.0312175 | Time: 3695.35 ms [2021-01-22 07:19:35 main:574] : INFO : Epoch 1690 | loss: 0.0312178 | val_loss: 0.0312184 | Time: 3674.92 ms [2021-01-22 07:19:39 main:574] : INFO : Epoch 1691 | loss: 0.0312178 | val_loss: 0.0312239 | Time: 3584.84 ms [2021-01-22 07:19:42 main:574] : INFO : Epoch 1692 | loss: 0.0312189 | val_loss: 0.0312187 | Time: 3614.24 ms [2021-01-22 07:19:46 main:574] : INFO : Epoch 1693 | loss: 0.0312177 | val_loss: 0.0312233 | Time: 3691.07 ms [2021-01-22 07:19:50 main:574] : INFO : Epoch 1694 | loss: 0.0312175 | val_loss: 0.0312174 | Time: 3502.56 ms [2021-01-22 07:19:53 main:574] : INFO : Epoch 1695 | loss: 0.0312173 | val_loss: 0.031221 | Time: 3499.4 ms [2021-01-22 07:19:57 main:574] : INFO : Epoch 1696 | loss: 0.0312207 | val_loss: 0.0312226 | Time: 3555.63 ms [2021-01-22 07:20:01 main:574] : INFO : Epoch 1697 | loss: 0.0312224 | val_loss: 0.0312251 | Time: 3600.36 ms [2021-01-22 07:20:05 main:574] : INFO : Epoch 1698 | loss: 0.0312182 | val_loss: 0.0312202 | Time: 3648.88 ms [2021-01-22 07:20:09 main:574] : INFO : Epoch 1699 | loss: 0.0312202 | val_loss: 0.0312233 | Time: 4110.26 ms [2021-01-22 07:20:13 main:574] : INFO : Epoch 1700 | loss: 0.0312174 | val_loss: 0.0312185 | Time: 3733.22 ms [2021-01-22 07:20:17 main:574] : INFO : Epoch 1701 | loss: 0.031218 | val_loss: 0.0312195 | Time: 3935 ms [2021-01-22 07:20:21 main:574] : INFO : Epoch 1702 | loss: 0.0312196 | val_loss: 0.0312207 | Time: 4150.68 ms [2021-01-22 07:20:25 main:574] : INFO : Epoch 1703 | loss: 0.0312167 | val_loss: 0.0312169 | Time: 3843.13 ms [2021-01-22 07:20:29 main:574] : INFO : Epoch 1704 | loss: 0.0312167 | val_loss: 0.0312167 | Time: 3517.83 ms [2021-01-22 07:20:33 main:574] : INFO : Epoch 1705 | loss: 0.0312164 | val_loss: 0.0312165 | Time: 3970.21 ms [2021-01-22 07:20:37 main:574] : INFO : Epoch 1706 | loss: 0.0312169 | val_loss: 0.031217 | Time: 3797.97 ms [2021-01-22 07:20:40 main:574] : INFO : Epoch 1707 | loss: 0.0312164 | val_loss: 0.0312182 | Time: 3529.88 ms [2021-01-22 07:20:44 main:574] : INFO : Epoch 1708 | loss: 0.0312161 | val_loss: 0.0312169 | Time: 3452.36 ms [2021-01-22 07:20:48 main:574] : INFO : Epoch 1709 | loss: 0.0312168 | val_loss: 0.0312165 | Time: 3909.94 ms [2021-01-22 07:20:52 main:574] : INFO : Epoch 1710 | loss: 0.0312164 | val_loss: 0.0312182 | Time: 4031.42 ms [2021-01-22 07:20:56 main:574] : INFO : Epoch 1711 | loss: 0.0312163 | val_loss: 0.0312176 | Time: 3715.83 ms [2021-01-22 07:21:00 main:574] : INFO : Epoch 1712 | loss: 0.0312172 | val_loss: 0.0312206 | Time: 3992.52 ms [2021-01-22 07:21:04 main:574] : INFO : Epoch 1713 | loss: 0.0312216 | val_loss: 0.0312205 | Time: 3786.79 ms [2021-01-22 07:21:08 main:574] : INFO : Epoch 1714 | loss: 0.0312172 | val_loss: 0.0312167 | Time: 3855.43 ms [2021-01-22 07:21:12 main:574] : INFO : Epoch 1715 | loss: 0.0312158 | val_loss: 0.0312183 | Time: 3884.22 ms [2021-01-22 07:21:16 main:574] : INFO : Epoch 1716 | loss: 0.031217 | val_loss: 0.0312246 | Time: 3903.33 ms [2021-01-22 07:21:20 main:574] : INFO : Epoch 1717 | loss: 0.0312202 | val_loss: 0.0312215 | Time: 3663.83 ms [2021-01-22 07:21:24 main:574] : INFO : Epoch 1718 | loss: 0.03122 | val_loss: 0.0312175 | Time: 4031.08 ms [2021-01-22 07:21:28 main:574] : INFO : Epoch 1719 | loss: 0.0312168 | val_loss: 0.0312182 | Time: 4046.8 ms [2021-01-22 07:21:32 main:574] : INFO : Epoch 1720 | loss: 0.0312174 | val_loss: 0.0312177 | Time: 3540.44 ms [2021-01-22 07:21:36 main:574] : INFO : Epoch 1721 | loss: 0.0312167 | val_loss: 0.0312175 | Time: 3913.17 ms [2021-01-22 07:21:40 main:574] : INFO : Epoch 1722 | loss: 0.0312183 | val_loss: 0.0312227 | Time: 3934.37 ms [2021-01-22 07:21:44 main:574] : INFO : Epoch 1723 | loss: 0.031221 | val_loss: 0.0312233 | Time: 3929.99 ms [2021-01-22 07:21:47 main:574] : INFO : Epoch 1724 | loss: 0.0312203 | val_loss: 0.0312195 | Time: 3583.7 ms [2021-01-22 07:21:51 main:574] : INFO : Epoch 1725 | loss: 0.0312184 | val_loss: 0.0312208 | Time: 3499.12 ms [2021-01-22 07:21:55 main:574] : INFO : Epoch 1726 | loss: 0.0312175 | val_loss: 0.0312185 | Time: 4043.11 ms [2021-01-22 07:22:00 main:574] : INFO : Epoch 1727 | loss: 0.0312178 | val_loss: 0.031217 | Time: 3960.41 ms [2021-01-22 07:22:03 main:574] : INFO : Epoch 1728 | loss: 0.031218 | val_loss: 0.0312184 | Time: 3477.94 ms [2021-01-22 07:22:07 main:574] : INFO : Epoch 1729 | loss: 0.0312169 | val_loss: 0.0312207 | Time: 3458.04 ms [2021-01-22 07:22:11 main:574] : INFO : Epoch 1730 | loss: 0.0312233 | val_loss: 0.031222 | Time: 3860.2 ms [2021-01-22 07:22:15 main:574] : INFO : Epoch 1731 | loss: 0.031219 | val_loss: 0.0312176 | Time: 4122.68 ms [2021-01-22 07:22:19 main:574] : INFO : Epoch 1732 | loss: 0.0312208 | val_loss: 0.0312239 | Time: 3941.11 ms [2021-01-22 07:22:23 main:574] : INFO : Epoch 1733 | loss: 0.0312174 | val_loss: 0.0312202 | Time: 3535.51 ms [2021-01-22 07:22:27 main:574] : INFO : Epoch 1734 | loss: 0.0312188 | val_loss: 0.0312192 | Time: 3765.53 ms [2021-01-22 07:22:30 main:574] : INFO : Epoch 1735 | loss: 0.0312181 | val_loss: 0.0312176 | Time: 3716.53 ms [2021-01-22 07:22:35 main:574] : INFO : Epoch 1736 | loss: 0.0312181 | val_loss: 0.0312171 | Time: 4046.39 ms [2021-01-22 07:22:39 main:574] : INFO : Epoch 1737 | loss: 0.0312174 | val_loss: 0.031217 | Time: 3992.56 ms [2021-01-22 07:22:42 main:574] : INFO : Epoch 1738 | loss: 0.031217 | val_loss: 0.0312179 | Time: 3759.92 ms [2021-01-22 07:22:46 main:574] : INFO : Epoch 1739 | loss: 0.0312168 | val_loss: 0.0312166 | Time: 3553.04 ms [2021-01-22 07:22:50 main:574] : INFO : Epoch 1740 | loss: 0.0312176 | val_loss: 0.0312178 | Time: 3978.59 ms [2021-01-22 07:22:54 main:574] : INFO : Epoch 1741 | loss: 0.0312223 | val_loss: 0.031231 | Time: 3679.2 ms [2021-01-22 07:22:58 main:574] : INFO : Epoch 1742 | loss: 0.0312367 | val_loss: 0.0312342 | Time: 3746.01 ms [2021-01-22 07:23:02 main:574] : INFO : Epoch 1743 | loss: 0.0312338 | val_loss: 0.0312326 | Time: 4064.15 ms [2021-01-22 07:23:06 main:574] : INFO : Epoch 1744 | loss: 0.0312306 | val_loss: 0.0312301 | Time: 3652.24 ms [2021-01-22 07:23:10 main:574] : INFO : Epoch 1745 | loss: 0.0312292 | val_loss: 0.0312404 | Time: 3701.17 ms [2021-01-22 07:23:13 main:574] : INFO : Epoch 1746 | loss: 0.0312338 | val_loss: 0.0312302 | Time: 3616.11 ms [2021-01-22 07:23:17 main:574] : INFO : Epoch 1747 | loss: 0.031229 | val_loss: 0.0312306 | Time: 3547.44 ms [2021-01-22 07:23:21 main:574] : INFO : Epoch 1748 | loss: 0.0312283 | val_loss: 0.0312304 | Time: 3904.32 ms [2021-01-22 07:23:25 main:574] : INFO : Epoch 1749 | loss: 0.0312279 | val_loss: 0.0312307 | Time: 3665.32 ms [2021-01-22 07:23:28 main:574] : INFO : Epoch 1750 | loss: 0.0312287 | val_loss: 0.0312263 | Time: 3533.99 ms [2021-01-22 07:23:32 main:574] : INFO : Epoch 1751 | loss: 0.0312267 | val_loss: 0.0312257 | Time: 3455.02 ms [2021-01-22 07:23:36 main:574] : INFO : Epoch 1752 | loss: 0.0312249 | val_loss: 0.0312258 | Time: 3922.29 ms [2021-01-22 07:23:40 main:574] : INFO : Epoch 1753 | loss: 0.0312248 | val_loss: 0.0312269 | Time: 3534.82 ms [2021-01-22 07:23:44 main:574] : INFO : Epoch 1754 | loss: 0.0312267 | val_loss: 0.0312251 | Time: 3739.73 ms [2021-01-22 07:23:48 main:574] : INFO : Epoch 1755 | loss: 0.0312243 | val_loss: 0.0312284 | Time: 3982.96 ms [2021-01-22 07:23:52 main:574] : INFO : Epoch 1756 | loss: 0.0312244 | val_loss: 0.0312345 | Time: 3908.63 ms [2021-01-22 07:23:56 main:574] : INFO : Epoch 1757 | loss: 0.0312267 | val_loss: 0.0312284 | Time: 3656.12 ms [2021-01-22 07:24:00 main:574] : INFO : Epoch 1758 | loss: 0.031225 | val_loss: 0.0312277 | Time: 3933.97 ms [2021-01-22 07:24:03 main:574] : INFO : Epoch 1759 | loss: 0.0312252 | val_loss: 0.0312243 | Time: 3660.35 ms [2021-01-22 07:24:07 main:574] : INFO : Epoch 1760 | loss: 0.0312236 | val_loss: 0.031224 | Time: 3966.89 ms [2021-01-22 07:24:11 main:574] : INFO : Epoch 1761 | loss: 0.0312246 | val_loss: 0.0312232 | Time: 3787.95 ms [2021-01-22 07:24:15 main:574] : INFO : Epoch 1762 | loss: 0.0312247 | val_loss: 0.0312237 | Time: 3542.71 ms [2021-01-22 07:24:19 main:574] : INFO : Epoch 1763 | loss: 0.0312256 | val_loss: 0.0312234 | Time: 3565.26 ms [2021-01-22 07:24:22 main:574] : INFO : Epoch 1764 | loss: 0.031224 | val_loss: 0.0312229 | Time: 3456.34 ms [2021-01-22 07:24:26 main:574] : INFO : Epoch 1765 | loss: 0.0312257 | val_loss: 0.0312259 | Time: 3418.39 ms [2021-01-22 07:24:29 main:574] : INFO : Epoch 1766 | loss: 0.0312254 | val_loss: 0.0312317 | Time: 3488.92 ms [2021-01-22 07:24:33 main:574] : INFO : Epoch 1767 | loss: 0.0312295 | val_loss: 0.0312345 | Time: 3876.58 ms [2021-01-22 07:24:37 main:574] : INFO : Epoch 1768 | loss: 0.0312264 | val_loss: 0.0312231 | Time: 3511.62 ms [2021-01-22 07:24:40 main:574] : INFO : Epoch 1769 | loss: 0.031223 | val_loss: 0.031228 | Time: 3465.79 ms [2021-01-22 07:24:44 main:574] : INFO : Epoch 1770 | loss: 0.0312267 | val_loss: 0.0312327 | Time: 3977.77 ms [2021-01-22 07:24:48 main:574] : INFO : Epoch 1771 | loss: 0.0312253 | val_loss: 0.0312244 | Time: 3925.56 ms [2021-01-22 07:24:53 main:574] : INFO : Epoch 1772 | loss: 0.0312242 | val_loss: 0.0312234 | Time: 3993.25 ms [2021-01-22 07:24:56 main:574] : INFO : Epoch 1773 | loss: 0.0312232 | val_loss: 0.0312228 | Time: 3594.2 ms [2021-01-22 07:25:00 main:574] : INFO : Epoch 1774 | loss: 0.0312231 | val_loss: 0.0312245 | Time: 3991.99 ms [2021-01-22 07:25:05 main:574] : INFO : Epoch 1775 | loss: 0.0312243 | val_loss: 0.0312305 | Time: 4120.9 ms [2021-01-22 07:25:09 main:574] : INFO : Epoch 1776 | loss: 0.031224 | val_loss: 0.0312322 | Time: 4002.12 ms [2021-01-22 07:25:13 main:574] : INFO : Epoch 1777 | loss: 0.0312265 | val_loss: 0.0312244 | Time: 4041.41 ms [2021-01-22 07:25:17 main:574] : INFO : Epoch 1778 | loss: 0.0312226 | val_loss: 0.0312239 | Time: 3971.82 ms [2021-01-22 07:25:21 main:574] : INFO : Epoch 1779 | loss: 0.0312228 | val_loss: 0.0312277 | Time: 3850.34 ms [2021-01-22 07:25:25 main:574] : INFO : Epoch 1780 | loss: 0.0312253 | val_loss: 0.0312225 | Time: 3534.62 ms [2021-01-22 07:25:29 main:574] : INFO : Epoch 1781 | loss: 0.0312228 | val_loss: 0.0312233 | Time: 3528.88 ms [2021-01-22 07:25:33 main:574] : INFO : Epoch 1782 | loss: 0.0312249 | val_loss: 0.0312243 | Time: 3924.56 ms [2021-01-22 07:25:36 main:574] : INFO : Epoch 1783 | loss: 0.0312235 | val_loss: 0.0312234 | Time: 3553.12 ms [2021-01-22 07:25:40 main:574] : INFO : Epoch 1784 | loss: 0.0312247 | val_loss: 0.0312293 | Time: 3844.38 ms [2021-01-22 07:25:44 main:574] : INFO : Epoch 1785 | loss: 0.0312245 | val_loss: 0.0312217 | Time: 3476.37 ms [2021-01-22 07:25:48 main:574] : INFO : Epoch 1786 | loss: 0.0312242 | val_loss: 0.0312218 | Time: 3649.05 ms [2021-01-22 07:25:52 main:574] : INFO : Epoch 1787 | loss: 0.0312217 | val_loss: 0.0312233 | Time: 4087.21 ms [2021-01-22 07:25:56 main:574] : INFO : Epoch 1788 | loss: 0.031223 | val_loss: 0.0312214 | Time: 3805.56 ms [2021-01-22 07:25:59 main:574] : INFO : Epoch 1789 | loss: 0.0312216 | val_loss: 0.0312213 | Time: 3520.28 ms [2021-01-22 07:26:03 main:574] : INFO : Epoch 1790 | loss: 0.0312214 | val_loss: 0.0312227 | Time: 3950.42 ms [2021-01-22 07:26:08 main:574] : INFO : Epoch 1791 | loss: 0.031223 | val_loss: 0.0312302 | Time: 4080.86 ms [2021-01-22 07:26:11 main:574] : INFO : Epoch 1792 | loss: 0.0312267 | val_loss: 0.031225 | Time: 3712.95 ms [2021-01-22 07:26:16 main:574] : INFO : Epoch 1793 | loss: 0.0312248 | val_loss: 0.0312223 | Time: 3964.65 ms [2021-01-22 07:26:19 main:574] : INFO : Epoch 1794 | loss: 0.031225 | val_loss: 0.0312279 | Time: 3570.26 ms [2021-01-22 07:26:23 main:574] : INFO : Epoch 1795 | loss: 0.0312259 | val_loss: 0.0312266 | Time: 4017.07 ms [2021-01-22 07:26:27 main:574] : INFO : Epoch 1796 | loss: 0.0312244 | val_loss: 0.0312233 | Time: 3636.46 ms [2021-01-22 07:26:31 main:574] : INFO : Epoch 1797 | loss: 0.0312239 | val_loss: 0.0312245 | Time: 3845.95 ms [2021-01-22 07:26:35 main:574] : INFO : Epoch 1798 | loss: 0.0312231 | val_loss: 0.0312231 | Time: 3989.47 ms [2021-01-22 07:26:39 main:574] : INFO : Epoch 1799 | loss: 0.0312237 | val_loss: 0.031226 | Time: 4042.46 ms [2021-01-22 07:26:43 main:574] : INFO : Epoch 1800 | loss: 0.0312238 | val_loss: 0.0312252 | Time: 3465.05 ms [2021-01-22 07:26:46 main:574] : INFO : Epoch 1801 | loss: 0.0312238 | val_loss: 0.031224 | Time: 3443.65 ms [2021-01-22 07:26:50 main:574] : INFO : Epoch 1802 | loss: 0.0312224 | val_loss: 0.031225 | Time: 3751.11 ms [2021-01-22 07:26:54 main:574] : INFO : Epoch 1803 | loss: 0.0312215 | val_loss: 0.0312221 | Time: 4038.78 ms [2021-01-22 07:26:59 main:574] : INFO : Epoch 1804 | loss: 0.0312219 | val_loss: 0.0312234 | Time: 4087.11 ms [2021-01-22 07:27:02 main:574] : INFO : Epoch 1805 | loss: 0.031222 | val_loss: 0.0312214 | Time: 3542.59 ms [2021-01-22 07:27:06 main:574] : INFO : Epoch 1806 | loss: 0.0312207 | val_loss: 0.0312212 | Time: 3951.79 ms [2021-01-22 07:27:10 main:574] : INFO : Epoch 1807 | loss: 0.0312212 | val_loss: 0.0312212 | Time: 3421.55 ms [2021-01-22 07:27:14 main:574] : INFO : Epoch 1808 | loss: 0.0312221 | val_loss: 0.0312246 | Time: 3556.63 ms [2021-01-22 07:27:18 main:574] : INFO : Epoch 1809 | loss: 0.0312233 | val_loss: 0.0312223 | Time: 3899.87 ms [2021-01-22 07:27:22 main:574] : INFO : Epoch 1810 | loss: 0.0312211 | val_loss: 0.0312221 | Time: 3997.95 ms [2021-01-22 07:27:26 main:574] : INFO : Epoch 1811 | loss: 0.0312225 | val_loss: 0.0312315 | Time: 4022.14 ms [2021-01-22 07:27:30 main:574] : INFO : Epoch 1812 | loss: 0.0312229 | val_loss: 0.0312238 | Time: 4104.16 ms [2021-01-22 07:27:34 main:574] : INFO : Epoch 1813 | loss: 0.0312224 | val_loss: 0.0312247 | Time: 3561.91 ms [2021-01-22 07:27:38 main:574] : INFO : Epoch 1814 | loss: 0.0312207 | val_loss: 0.0312219 | Time: 3907.26 ms [2021-01-22 07:27:41 main:574] : INFO : Epoch 1815 | loss: 0.03122 | val_loss: 0.031221 | Time: 3522.02 ms [2021-01-22 07:27:45 main:574] : INFO : Epoch 1816 | loss: 0.0312202 | val_loss: 0.0312231 | Time: 3533.91 ms [2021-01-22 07:27:49 main:574] : INFO : Epoch 1817 | loss: 0.0312204 | val_loss: 0.0312211 | Time: 3910.87 ms [2021-01-22 07:27:53 main:574] : INFO : Epoch 1818 | loss: 0.0312202 | val_loss: 0.0312217 | Time: 3867.8 ms [2021-01-22 07:27:57 main:574] : INFO : Epoch 1819 | loss: 0.0312199 | val_loss: 0.0312219 | Time: 3964.34 ms [2021-01-22 07:28:01 main:574] : INFO : Epoch 1820 | loss: 0.031221 | val_loss: 0.0312216 | Time: 3865.5 ms [2021-01-22 07:28:05 main:574] : INFO : Epoch 1821 | loss: 0.0312212 | val_loss: 0.031226 | Time: 3758.04 ms [2021-01-22 07:28:09 main:574] : INFO : Epoch 1822 | loss: 0.0312267 | val_loss: 0.0312257 | Time: 3500.65 ms [2021-01-22 07:28:13 main:574] : INFO : Epoch 1823 | loss: 0.0312246 | val_loss: 0.0312265 | Time: 4060.01 ms [2021-01-22 07:28:17 main:574] : INFO : Epoch 1824 | loss: 0.0312239 | val_loss: 0.0312255 | Time: 3936.35 ms [2021-01-22 07:28:21 main:574] : INFO : Epoch 1825 | loss: 0.0312212 | val_loss: 0.0312225 | Time: 3963.82 ms [2021-01-22 07:28:25 main:574] : INFO : Epoch 1826 | loss: 0.0312203 | val_loss: 0.0312218 | Time: 3996.18 ms [2021-01-22 07:28:29 main:574] : INFO : Epoch 1827 | loss: 0.0312198 | val_loss: 0.031221 | Time: 3647.36 ms [2021-01-22 07:28:33 main:574] : INFO : Epoch 1828 | loss: 0.0312203 | val_loss: 0.0312205 | Time: 4024.29 ms [2021-01-22 07:28:37 main:574] : INFO : Epoch 1829 | loss: 0.0312218 | val_loss: 0.0312231 | Time: 3900.49 ms [2021-01-22 07:28:41 main:574] : INFO : Epoch 1830 | loss: 0.0312209 | val_loss: 0.0312267 | Time: 4063.21 ms [2021-01-22 07:28:45 main:574] : INFO : Epoch 1831 | loss: 0.0312211 | val_loss: 0.0312202 | Time: 3736.21 ms [2021-01-22 07:28:49 main:574] : INFO : Epoch 1832 | loss: 0.0312192 | val_loss: 0.0312207 | Time: 3652.07 ms [2021-01-22 07:28:53 main:574] : INFO : Epoch 1833 | loss: 0.0312196 | val_loss: 0.031224 | Time: 3675.75 ms [2021-01-22 07:28:57 main:574] : INFO : Epoch 1834 | loss: 0.031221 | val_loss: 0.0312261 | Time: 3831.59 ms [2021-01-22 07:29:00 main:574] : INFO : Epoch 1835 | loss: 0.0312201 | val_loss: 0.0312216 | Time: 3624.53 ms [2021-01-22 07:29:04 main:574] : INFO : Epoch 1836 | loss: 0.0312188 | val_loss: 0.0312208 | Time: 3491.84 ms [2021-01-22 07:29:08 main:574] : INFO : Epoch 1837 | loss: 0.0312202 | val_loss: 0.031223 | Time: 3576.21 ms [2021-01-22 07:29:12 main:574] : INFO : Epoch 1838 | loss: 0.0312209 | val_loss: 0.0312228 | Time: 3638.23 ms [2021-01-22 07:29:15 main:574] : INFO : Epoch 1839 | loss: 0.0312215 | val_loss: 0.0312224 | Time: 3516.41 ms [2021-01-22 07:29:19 main:574] : INFO : Epoch 1840 | loss: 0.0312223 | val_loss: 0.0312276 | Time: 4211.62 ms [2021-01-22 07:29:24 main:574] : INFO : Epoch 1841 | loss: 0.0312223 | val_loss: 0.0312262 | Time: 4077.28 ms [2021-01-22 07:29:27 main:574] : INFO : Epoch 1842 | loss: 0.031222 | val_loss: 0.0312225 | Time: 3787.21 ms [2021-01-22 07:29:32 main:574] : INFO : Epoch 1843 | loss: 0.0312202 | val_loss: 0.031223 | Time: 4170.36 ms [2021-01-22 07:29:35 main:574] : INFO : Epoch 1844 | loss: 0.0312192 | val_loss: 0.0312218 | Time: 3589.07 ms [2021-01-22 07:29:39 main:574] : INFO : Epoch 1845 | loss: 0.0312202 | val_loss: 0.0312238 | Time: 3579.84 ms [2021-01-22 07:29:43 main:574] : INFO : Epoch 1846 | loss: 0.0312226 | val_loss: 0.0312225 | Time: 3759.5 ms [2021-01-22 07:29:47 main:574] : INFO : Epoch 1847 | loss: 0.0312212 | val_loss: 0.0312243 | Time: 3756.89 ms [2021-01-22 07:29:50 main:574] : INFO : Epoch 1848 | loss: 0.0312216 | val_loss: 0.0312231 | Time: 3487.78 ms [2021-01-22 07:29:54 main:574] : INFO : Epoch 1849 | loss: 0.0312226 | val_loss: 0.0312244 | Time: 3689.24 ms [2021-01-22 07:29:58 main:574] : INFO : Epoch 1850 | loss: 0.0312237 | val_loss: 0.0312252 | Time: 4038.59 ms [2021-01-22 07:30:02 main:574] : INFO : Epoch 1851 | loss: 0.0312215 | val_loss: 0.0312235 | Time: 3599.82 ms [2021-01-22 07:30:06 main:574] : INFO : Epoch 1852 | loss: 0.0312219 | val_loss: 0.0312217 | Time: 3459.49 ms [2021-01-22 07:30:10 main:574] : INFO : Epoch 1853 | loss: 0.0312252 | val_loss: 0.0312316 | Time: 4001.47 ms [2021-01-22 07:30:14 main:574] : INFO : Epoch 1854 | loss: 0.0312338 | val_loss: 0.0312273 | Time: 3977.78 ms [2021-01-22 07:30:18 main:574] : INFO : Epoch 1855 | loss: 0.0312284 | val_loss: 0.0312247 | Time: 3653.28 ms [2021-01-22 07:30:21 main:574] : INFO : Epoch 1856 | loss: 0.031223 | val_loss: 0.0312217 | Time: 3782.09 ms [2021-01-22 07:30:26 main:574] : INFO : Epoch 1857 | loss: 0.0312205 | val_loss: 0.0312219 | Time: 4004.37 ms [2021-01-22 07:30:30 main:574] : INFO : Epoch 1858 | loss: 0.0312212 | val_loss: 0.031223 | Time: 3989.05 ms [2021-01-22 07:30:33 main:574] : INFO : Epoch 1859 | loss: 0.0312206 | val_loss: 0.0312213 | Time: 3470.54 ms [2021-01-22 07:30:37 main:574] : INFO : Epoch 1860 | loss: 0.0312209 | val_loss: 0.0312211 | Time: 4047.68 ms [2021-01-22 07:30:41 main:574] : INFO : Epoch 1861 | loss: 0.0312209 | val_loss: 0.0312208 | Time: 3822.52 ms [2021-01-22 07:30:45 main:574] : INFO : Epoch 1862 | loss: 0.03122 | val_loss: 0.0312228 | Time: 4023.31 ms [2021-01-22 07:30:49 main:574] : INFO : Epoch 1863 | loss: 0.0312193 | val_loss: 0.0312197 | Time: 3959.07 ms [2021-01-22 07:30:53 main:574] : INFO : Epoch 1864 | loss: 0.0312193 | val_loss: 0.0312222 | Time: 3799.35 ms [2021-01-22 07:30:57 main:574] : INFO : Epoch 1865 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 4023.85 ms [2021-01-22 07:31:01 main:574] : INFO : Epoch 1866 | loss: 0.0312194 | val_loss: 0.0312233 | Time: 3472.72 ms [2021-01-22 07:31:05 main:574] : INFO : Epoch 1867 | loss: 0.0312188 | val_loss: 0.0312198 | Time: 3904.68 ms [2021-01-22 07:31:09 main:574] : INFO : Epoch 1868 | loss: 0.0312185 | val_loss: 0.0312208 | Time: 3681.16 ms [2021-01-22 07:31:12 main:574] : INFO : Epoch 1869 | loss: 0.03122 | val_loss: 0.0312238 | Time: 3501.31 ms [2021-01-22 07:31:16 main:574] : INFO : Epoch 1870 | loss: 0.0312196 | val_loss: 0.03122 | Time: 3897.35 ms [2021-01-22 07:31:20 main:574] : INFO : Epoch 1871 | loss: 0.0312195 | val_loss: 0.0312196 | Time: 3770.67 ms [2021-01-22 07:31:24 main:574] : INFO : Epoch 1872 | loss: 0.0312202 | val_loss: 0.0312288 | Time: 3480.52 ms [2021-01-22 07:31:28 main:574] : INFO : Epoch 1873 | loss: 0.0312207 | val_loss: 0.0312194 | Time: 3815.02 ms [2021-01-22 07:31:32 main:574] : INFO : Epoch 1874 | loss: 0.0312183 | val_loss: 0.0312247 | Time: 4000.93 ms [2021-01-22 07:31:36 main:574] : INFO : Epoch 1875 | loss: 0.0312197 | val_loss: 0.0312199 | Time: 3454.05 ms [2021-01-22 07:31:39 main:574] : INFO : Epoch 1876 | loss: 0.031218 | val_loss: 0.0312188 | Time: 3399.98 ms [2021-01-22 07:31:43 main:574] : INFO : Epoch 1877 | loss: 0.0312181 | val_loss: 0.0312206 | Time: 3898.4 ms [2021-01-22 07:31:47 main:574] : INFO : Epoch 1878 | loss: 0.031218 | val_loss: 0.0312191 | Time: 3544.83 ms [2021-01-22 07:31:51 main:574] : INFO : Epoch 1879 | loss: 0.0312194 | val_loss: 0.0312197 | Time: 3858.09 ms [2021-01-22 07:31:55 main:574] : INFO : Epoch 1880 | loss: 0.0312176 | val_loss: 0.0312197 | Time: 3440.84 ms [2021-01-22 07:31:59 main:574] : INFO : Epoch 1881 | loss: 0.0312173 | val_loss: 0.0312197 | Time: 4115.04 ms [2021-01-22 07:32:03 main:574] : INFO : Epoch 1882 | loss: 0.0312186 | val_loss: 0.0312215 | Time: 3805.04 ms [2021-01-22 07:32:07 main:574] : INFO : Epoch 1883 | loss: 0.0312175 | val_loss: 0.0312183 | Time: 3933.72 ms [2021-01-22 07:32:10 main:574] : INFO : Epoch 1884 | loss: 0.0312179 | val_loss: 0.0312189 | Time: 3538.92 ms [2021-01-22 07:32:14 main:574] : INFO : Epoch 1885 | loss: 0.0312179 | val_loss: 0.0312203 | Time: 3922.6 ms [2021-01-22 07:32:18 main:574] : INFO : Epoch 1886 | loss: 0.0312196 | val_loss: 0.0312224 | Time: 3663.48 ms [2021-01-22 07:32:22 main:574] : INFO : Epoch 1887 | loss: 0.03122 | val_loss: 0.0312198 | Time: 3560.44 ms [2021-01-22 07:32:26 main:574] : INFO : Epoch 1888 | loss: 0.0312215 | val_loss: 0.0312296 | Time: 3925.61 ms [2021-01-22 07:32:30 main:574] : INFO : Epoch 1889 | loss: 0.0312397 | val_loss: 0.0312457 | Time: 3978.97 ms [2021-01-22 07:32:33 main:574] : INFO : Epoch 1890 | loss: 0.031238 | val_loss: 0.0312328 | Time: 3467.64 ms [2021-01-22 07:32:37 main:574] : INFO : Epoch 1891 | loss: 0.031233 | val_loss: 0.0312319 | Time: 3682.78 ms [2021-01-22 07:32:41 main:574] : INFO : Epoch 1892 | loss: 0.0312313 | val_loss: 0.0312316 | Time: 3627.05 ms [2021-01-22 07:32:45 main:574] : INFO : Epoch 1893 | loss: 0.0312291 | val_loss: 0.0312305 | Time: 3876.83 ms [2021-01-22 07:32:49 main:574] : INFO : Epoch 1894 | loss: 0.0312278 | val_loss: 0.0312281 | Time: 4048.08 ms [2021-01-22 07:32:53 main:574] : INFO : Epoch 1895 | loss: 0.0312269 | val_loss: 0.0312283 | Time: 3909.19 ms [2021-01-22 07:32:57 main:574] : INFO : Epoch 1896 | loss: 0.0312274 | val_loss: 0.0312292 | Time: 3476.66 ms [2021-01-22 07:33:00 main:574] : INFO : Epoch 1897 | loss: 0.0312277 | val_loss: 0.0312256 | Time: 3479.31 ms [2021-01-22 07:33:04 main:574] : INFO : Epoch 1898 | loss: 0.031227 | val_loss: 0.0312267 | Time: 3800.99 ms [2021-01-22 07:33:08 main:574] : INFO : Epoch 1899 | loss: 0.0312253 | val_loss: 0.0312274 | Time: 3573.32 ms [2021-01-22 07:33:12 main:574] : INFO : Epoch 1900 | loss: 0.0312259 | val_loss: 0.0312247 | Time: 3458.77 ms [2021-01-22 07:33:15 main:574] : INFO : Epoch 1901 | loss: 0.0312256 | val_loss: 0.0312268 | Time: 3637.2 ms [2021-01-22 07:33:19 main:574] : INFO : Epoch 1902 | loss: 0.0312238 | val_loss: 0.0312244 | Time: 3453.31 ms [2021-01-22 07:33:23 main:574] : INFO : Epoch 1903 | loss: 0.0312225 | val_loss: 0.0312246 | Time: 3821.68 ms [2021-01-22 07:33:27 main:574] : INFO : Epoch 1904 | loss: 0.0312223 | val_loss: 0.0312238 | Time: 3916.82 ms [2021-01-22 07:33:30 main:574] : INFO : Epoch 1905 | loss: 0.0312254 | val_loss: 0.0312266 | Time: 3464.53 ms [2021-01-22 07:33:34 main:574] : INFO : Epoch 1906 | loss: 0.0312235 | val_loss: 0.0312254 | Time: 3453.09 ms [2021-01-22 07:33:38 main:574] : INFO : Epoch 1907 | loss: 0.0312265 | val_loss: 0.0312365 | Time: 3523.31 ms [2021-01-22 07:33:41 main:574] : INFO : Epoch 1908 | loss: 0.0312269 | val_loss: 0.0312246 | Time: 3537.75 ms [2021-01-22 07:33:45 main:574] : INFO : Epoch 1909 | loss: 0.031224 | val_loss: 0.0312239 | Time: 3515.3 ms [2021-01-22 07:33:49 main:574] : INFO : Epoch 1910 | loss: 0.0312212 | val_loss: 0.0312232 | Time: 3621.52 ms [2021-01-22 07:33:52 main:574] : INFO : Epoch 1911 | loss: 0.0312231 | val_loss: 0.0312282 | Time: 3483.54 ms [2021-01-22 07:33:56 main:574] : INFO : Epoch 1912 | loss: 0.0312226 | val_loss: 0.0312302 | Time: 3537.23 ms [2021-01-22 07:34:00 main:574] : INFO : Epoch 1913 | loss: 0.0312239 | val_loss: 0.0312247 | Time: 3601.34 ms [2021-01-22 07:34:03 main:574] : INFO : Epoch 1914 | loss: 0.0312215 | val_loss: 0.0312222 | Time: 3631.75 ms [2021-01-22 07:34:08 main:574] : INFO : Epoch 1915 | loss: 0.0312224 | val_loss: 0.0312246 | Time: 3910.49 ms [2021-01-22 07:34:12 main:574] : INFO : Epoch 1916 | loss: 0.0312211 | val_loss: 0.0312227 | Time: 3881.05 ms [2021-01-22 07:34:15 main:574] : INFO : Epoch 1917 | loss: 0.0312223 | val_loss: 0.0312234 | Time: 3723.06 ms [2021-01-22 07:34:19 main:574] : INFO : Epoch 1918 | loss: 0.0312216 | val_loss: 0.0312308 | Time: 3836.24 ms [2021-01-22 07:34:23 main:574] : INFO : Epoch 1919 | loss: 0.0312239 | val_loss: 0.0312227 | Time: 3624.57 ms [2021-01-22 07:34:27 main:574] : INFO : Epoch 1920 | loss: 0.0312213 | val_loss: 0.0312265 | Time: 4082.55 ms [2021-01-22 07:34:31 main:574] : INFO : Epoch 1921 | loss: 0.0312213 | val_loss: 0.0312239 | Time: 3952.85 ms [2021-01-22 07:34:35 main:574] : INFO : Epoch 1922 | loss: 0.0312212 | val_loss: 0.0312233 | Time: 3998.08 ms [2021-01-22 07:34:39 main:574] : INFO : Epoch 1923 | loss: 0.0312204 | val_loss: 0.0312248 | Time: 3806.44 ms [2021-01-22 07:34:43 main:574] : INFO : Epoch 1924 | loss: 0.0312207 | val_loss: 0.0312226 | Time: 3811.42 ms [2021-01-22 07:34:47 main:574] : INFO : Epoch 1925 | loss: 0.0312204 | val_loss: 0.0312233 | Time: 3521.3 ms [2021-01-22 07:34:51 main:574] : INFO : Epoch 1926 | loss: 0.0312233 | val_loss: 0.0312316 | Time: 3731.94 ms [2021-01-22 07:34:55 main:574] : INFO : Epoch 1927 | loss: 0.0312219 | val_loss: 0.0312246 | Time: 3663.57 ms [2021-01-22 07:34:58 main:574] : INFO : Epoch 1928 | loss: 0.0312236 | val_loss: 0.0312227 | Time: 3598.4 ms [2021-01-22 07:35:02 main:574] : INFO : Epoch 1929 | loss: 0.031222 | val_loss: 0.0312232 | Time: 3840.89 ms [2021-01-22 07:35:07 main:574] : INFO : Epoch 1930 | loss: 0.0312214 | val_loss: 0.0312228 | Time: 3951.9 ms [2021-01-22 07:35:10 main:574] : INFO : Epoch 1931 | loss: 0.031221 | val_loss: 0.0312237 | Time: 3601.63 ms [2021-01-22 07:35:14 main:574] : INFO : Epoch 1932 | loss: 0.0312201 | val_loss: 0.0312259 | Time: 3922.03 ms [2021-01-22 07:35:18 main:574] : INFO : Epoch 1933 | loss: 0.0312214 | val_loss: 0.0312256 | Time: 3747.29 ms [2021-01-22 07:35:23 main:574] : INFO : Epoch 1934 | loss: 0.0312211 | val_loss: 0.0312218 | Time: 4220.77 ms [2021-01-22 07:35:27 main:574] : INFO : Epoch 1935 | loss: 0.0312192 | val_loss: 0.0312217 | Time: 4050.34 ms [2021-01-22 07:35:31 main:574] : INFO : Epoch 1936 | loss: 0.0312191 | val_loss: 0.0312211 | Time: 3909.31 ms [2021-01-22 07:35:35 main:574] : INFO : Epoch 1937 | loss: 0.0312191 | val_loss: 0.0312213 | Time: 3818.93 ms [2021-01-22 07:35:39 main:574] : INFO : Epoch 1938 | loss: 0.0312193 | val_loss: 0.0312216 | Time: 3850.93 ms [2021-01-22 07:35:42 main:574] : INFO : Epoch 1939 | loss: 0.0312189 | val_loss: 0.0312269 | Time: 3474.59 ms [2021-01-22 07:35:46 main:574] : INFO : Epoch 1940 | loss: 0.0312206 | val_loss: 0.031222 | Time: 3930.04 ms [2021-01-22 07:35:50 main:574] : INFO : Epoch 1941 | loss: 0.0312196 | val_loss: 0.0312211 | Time: 3852.66 ms [2021-01-22 07:35:54 main:574] : INFO : Epoch 1942 | loss: 0.0312201 | val_loss: 0.0312219 | Time: 3740.85 ms [2021-01-22 07:35:58 main:574] : INFO : Epoch 1943 | loss: 0.0312202 | val_loss: 0.0312223 | Time: 4001.5 ms [2021-01-22 07:36:02 main:574] : INFO : Epoch 1944 | loss: 0.0312208 | val_loss: 0.0312264 | Time: 4093.57 ms [2021-01-22 07:36:06 main:574] : INFO : Epoch 1945 | loss: 0.0312222 | val_loss: 0.0312235 | Time: 3547.84 ms [2021-01-22 07:36:10 main:574] : INFO : Epoch 1946 | loss: 0.0312209 | val_loss: 0.0312258 | Time: 3890.57 ms [2021-01-22 07:36:14 main:574] : INFO : Epoch 1947 | loss: 0.0312227 | val_loss: 0.031224 | Time: 3663.09 ms [2021-01-22 07:36:18 main:574] : INFO : Epoch 1948 | loss: 0.0312228 | val_loss: 0.0312238 | Time: 4069.27 ms [2021-01-22 07:36:22 main:574] : INFO : Epoch 1949 | loss: 0.03122 | val_loss: 0.0312204 | Time: 3981.07 ms [2021-01-22 07:36:26 main:574] : INFO : Epoch 1950 | loss: 0.0312186 | val_loss: 0.0312204 | Time: 3971.2 ms [2021-01-22 07:36:31 main:574] : INFO : Epoch 1951 | loss: 0.0312181 | val_loss: 0.0312204 | Time: 4034.47 ms [2021-01-22 07:36:34 main:574] : INFO : Epoch 1952 | loss: 0.03122 | val_loss: 0.0312206 | Time: 3480.09 ms [2021-01-22 07:36:38 main:574] : INFO : Epoch 1953 | loss: 0.0312189 | val_loss: 0.0312214 | Time: 3423.7 ms [2021-01-22 07:36:41 main:574] : INFO : Epoch 1954 | loss: 0.0312183 | val_loss: 0.0312207 | Time: 3510.06 ms [2021-01-22 07:36:46 main:574] : INFO : Epoch 1955 | loss: 0.0312177 | val_loss: 0.0312207 | Time: 4070.69 ms [2021-01-22 07:36:50 main:574] : INFO : Epoch 1956 | loss: 0.0312175 | val_loss: 0.0312206 | Time: 3951.54 ms [2021-01-22 07:36:53 main:574] : INFO : Epoch 1957 | loss: 0.031218 | val_loss: 0.0312221 | Time: 3613.43 ms [2021-01-22 07:36:57 main:574] : INFO : Epoch 1958 | loss: 0.0312184 | val_loss: 0.0312204 | Time: 4016.76 ms [2021-01-22 07:37:01 main:574] : INFO : Epoch 1959 | loss: 0.0312212 | val_loss: 0.0312248 | Time: 3544.11 ms [2021-01-22 07:37:05 main:574] : INFO : Epoch 1960 | loss: 0.0312198 | val_loss: 0.0312241 | Time: 3863.15 ms [2021-01-22 07:37:09 main:574] : INFO : Epoch 1961 | loss: 0.0312185 | val_loss: 0.0312215 | Time: 4007.22 ms [2021-01-22 07:37:13 main:574] : INFO : Epoch 1962 | loss: 0.0312202 | val_loss: 0.0312203 | Time: 4065.47 ms [2021-01-22 07:37:17 main:574] : INFO : Epoch 1963 | loss: 0.0312179 | val_loss: 0.0312203 | Time: 3598.42 ms [2021-01-22 07:37:21 main:574] : INFO : Epoch 1964 | loss: 0.0312183 | val_loss: 0.0312201 | Time: 3791.71 ms [2021-01-22 07:37:25 main:574] : INFO : Epoch 1965 | loss: 0.0312177 | val_loss: 0.0312247 | Time: 4090.12 ms [2021-01-22 07:37:29 main:574] : INFO : Epoch 1966 | loss: 0.0312182 | val_loss: 0.0312226 | Time: 3947.62 ms [2021-01-22 07:37:34 main:574] : INFO : Epoch 1967 | loss: 0.0312173 | val_loss: 0.0312217 | Time: 4130.74 ms [2021-01-22 07:37:38 main:574] : INFO : Epoch 1968 | loss: 0.0312171 | val_loss: 0.0312202 | Time: 3827.01 ms [2021-01-22 07:37:42 main:574] : INFO : Epoch 1969 | loss: 0.0312173 | val_loss: 0.031224 | Time: 3844.86 ms [2021-01-22 07:37:45 main:574] : INFO : Epoch 1970 | loss: 0.0312174 | val_loss: 0.0312199 | Time: 3630.52 ms [2021-01-22 07:37:49 main:574] : INFO : Epoch 1971 | loss: 0.0312165 | val_loss: 0.0312199 | Time: 3482.49 ms [2021-01-22 07:37:53 main:574] : INFO : Epoch 1972 | loss: 0.0312167 | val_loss: 0.03122 | Time: 3575.38 ms [2021-01-22 07:37:56 main:574] : INFO : Epoch 1973 | loss: 0.0312171 | val_loss: 0.0312208 | Time: 3732.3 ms [2021-01-22 07:38:00 main:574] : INFO : Epoch 1974 | loss: 0.0312185 | val_loss: 0.0312208 | Time: 3451.47 ms [2021-01-22 07:38:04 main:574] : INFO : Epoch 1975 | loss: 0.0312178 | val_loss: 0.0312224 | Time: 3893.11 ms [2021-01-22 07:38:08 main:574] : INFO : Epoch 1976 | loss: 0.0312176 | val_loss: 0.0312231 | Time: 3573.01 ms [2021-01-22 07:38:12 main:574] : INFO : Epoch 1977 | loss: 0.0312181 | val_loss: 0.0312226 | Time: 3970.23 ms [2021-01-22 07:38:15 main:574] : INFO : Epoch 1978 | loss: 0.0312173 | val_loss: 0.0312213 | Time: 3492.07 ms [2021-01-22 07:38:19 main:574] : INFO : Epoch 1979 | loss: 0.031218 | val_loss: 0.0312207 | Time: 3484.29 ms [2021-01-22 07:38:23 main:574] : INFO : Epoch 1980 | loss: 0.0312179 | val_loss: 0.0312219 | Time: 3451.02 ms [2021-01-22 07:38:26 main:574] : INFO : Epoch 1981 | loss: 0.0312168 | val_loss: 0.031221 | Time: 3481.6 ms [2021-01-22 07:38:30 main:574] : INFO : Epoch 1982 | loss: 0.0312186 | val_loss: 0.031225 | Time: 4060.04 ms [2021-01-22 07:38:34 main:574] : INFO : Epoch 1983 | loss: 0.0312176 | val_loss: 0.0312205 | Time: 3975.07 ms [2021-01-22 07:38:38 main:574] : INFO : Epoch 1984 | loss: 0.0312171 | val_loss: 0.0312202 | Time: 3505.95 ms [2021-01-22 07:38:42 main:574] : INFO : Epoch 1985 | loss: 0.031217 | val_loss: 0.0312201 | Time: 3679.66 ms [2021-01-22 07:38:45 main:574] : INFO : Epoch 1986 | loss: 0.031216 | val_loss: 0.0312215 | Time: 3564.06 ms [2021-01-22 07:38:49 main:574] : INFO : Epoch 1987 | loss: 0.0312177 | val_loss: 0.0312214 | Time: 3684.74 ms [2021-01-22 07:38:53 main:574] : INFO : Epoch 1988 | loss: 0.0312165 | val_loss: 0.0312208 | Time: 4014.27 ms [2021-01-22 07:38:58 main:574] : INFO : Epoch 1989 | loss: 0.0312184 | val_loss: 0.0312208 | Time: 3951.89 ms [2021-01-22 07:39:01 main:574] : INFO : Epoch 1990 | loss: 0.0312162 | val_loss: 0.0312203 | Time: 3548.88 ms [2021-01-22 07:39:05 main:574] : INFO : Epoch 1991 | loss: 0.0312173 | val_loss: 0.0312203 | Time: 3644.72 ms [2021-01-22 07:39:09 main:574] : INFO : Epoch 1992 | loss: 0.0312173 | val_loss: 0.0312209 | Time: 3868.98 ms [2021-01-22 07:39:13 main:574] : INFO : Epoch 1993 | loss: 0.0312172 | val_loss: 0.031221 | Time: 3967.07 ms [2021-01-22 07:39:17 main:574] : INFO : Epoch 1994 | loss: 0.031216 | val_loss: 0.0312207 | Time: 3686.62 ms [2021-01-22 07:39:21 main:574] : INFO : Epoch 1995 | loss: 0.0312164 | val_loss: 0.03122 | Time: 3967.58 ms [2021-01-22 07:39:25 main:574] : INFO : Epoch 1996 | loss: 0.031217 | val_loss: 0.0312258 | Time: 3989.65 ms [2021-01-22 07:39:29 main:574] : INFO : Epoch 1997 | loss: 0.0312173 | val_loss: 0.031221 | Time: 3811.92 ms [2021-01-22 07:39:33 main:574] : INFO : Epoch 1998 | loss: 0.0312213 | val_loss: 0.0312249 | Time: 3594.3 ms [2021-01-22 07:39:37 main:574] : INFO : Epoch 1999 | loss: 0.031432 | val_loss: 0.039185 | Time: 3820.24 ms [2021-01-22 07:39:40 main:574] : INFO : Epoch 2000 | loss: 0.0359464 | val_loss: 0.034994 | Time: 3802.75 ms [2021-01-22 07:39:45 main:574] : INFO : Epoch 2001 | loss: 0.0321097 | val_loss: 0.0315968 | Time: 4129.42 ms [2021-01-22 07:39:48 main:574] : INFO : Epoch 2002 | loss: 0.0313596 | val_loss: 0.0312901 | Time: 3413.78 ms [2021-01-22 07:39:52 main:574] : INFO : Epoch 2003 | loss: 0.0312649 | val_loss: 0.0312522 | Time: 3464.47 ms [2021-01-22 07:39:56 main:574] : INFO : Epoch 2004 | loss: 0.0312485 | val_loss: 0.0312447 | Time: 3637.64 ms [2021-01-22 07:40:00 main:574] : INFO : Epoch 2005 | loss: 0.0312434 | val_loss: 0.0312412 | Time: 4063.31 ms [2021-01-22 07:40:04 main:574] : INFO : Epoch 2006 | loss: 0.031239 | val_loss: 0.031237 | Time: 4088.34 ms [2021-01-22 07:40:08 main:574] : INFO : Epoch 2007 | loss: 0.0312339 | val_loss: 0.031233 | Time: 3647.89 ms [2021-01-22 07:40:12 main:574] : INFO : Epoch 2008 | loss: 0.0312302 | val_loss: 0.0312295 | Time: 3735.69 ms [2021-01-22 07:40:16 main:574] : INFO : Epoch 2009 | loss: 0.0312269 | val_loss: 0.0312273 | Time: 3964.35 ms [2021-01-22 07:40:20 main:574] : INFO : Epoch 2010 | loss: 0.0312249 | val_loss: 0.0312256 | Time: 3910.22 ms [2021-01-22 07:40:23 main:574] : INFO : Epoch 2011 | loss: 0.0312241 | val_loss: 0.0312252 | Time: 3489.29 ms [2021-01-22 07:40:27 main:574] : INFO : Epoch 2012 | loss: 0.0312235 | val_loss: 0.0312259 | Time: 3542.85 ms [2021-01-22 07:40:31 main:574] : INFO : Epoch 2013 | loss: 0.031223 | val_loss: 0.0312248 | Time: 3499.24 ms [2021-01-22 07:40:35 main:574] : INFO : Epoch 2014 | loss: 0.0312228 | val_loss: 0.0312248 | Time: 3950.16 ms [2021-01-22 07:40:39 main:574] : INFO : Epoch 2015 | loss: 0.0312234 | val_loss: 0.0312254 | Time: 3842.61 ms [2021-01-22 07:40:43 main:574] : INFO : Epoch 2016 | loss: 0.031223 | val_loss: 0.0312252 | Time: 4040.61 ms [2021-01-22 07:40:47 main:574] : INFO : Epoch 2017 | loss: 0.0312224 | val_loss: 0.0312247 | Time: 4088.09 ms [2021-01-22 07:40:51 main:574] : INFO : Epoch 2018 | loss: 0.0312223 | val_loss: 0.0312253 | Time: 3827.32 ms [2021-01-22 07:40:55 main:574] : INFO : Epoch 2019 | loss: 0.0312224 | val_loss: 0.0312239 | Time: 4018.54 ms [2021-01-22 07:40:59 main:574] : INFO : Epoch 2020 | loss: 0.031222 | val_loss: 0.0312244 | Time: 3875.15 ms [2021-01-22 07:41:03 main:574] : INFO : Epoch 2021 | loss: 0.0312219 | val_loss: 0.0312242 | Time: 3505.5 ms [2021-01-22 07:41:07 main:574] : INFO : Epoch 2022 | loss: 0.0312216 | val_loss: 0.0312241 | Time: 3773.73 ms [2021-01-22 07:41:11 main:574] : INFO : Epoch 2023 | loss: 0.0312217 | val_loss: 0.0312236 | Time: 3934.38 ms [2021-01-22 07:41:15 main:574] : INFO : Epoch 2024 | loss: 0.0312215 | val_loss: 0.0312276 | Time: 3809.73 ms [2021-01-22 07:41:18 main:574] : INFO : Epoch 2025 | loss: 0.0312222 | val_loss: 0.0312234 | Time: 3802.41 ms [2021-01-22 07:41:22 main:574] : INFO : Epoch 2026 | loss: 0.0312218 | val_loss: 0.0312247 | Time: 3787.8 ms [2021-01-22 07:41:26 main:574] : INFO : Epoch 2027 | loss: 0.0312217 | val_loss: 0.0312242 | Time: 3902.14 ms [2021-01-22 07:41:30 main:574] : INFO : Epoch 2028 | loss: 0.0312207 | val_loss: 0.0312223 | Time: 3835.55 ms [2021-01-22 07:41:34 main:574] : INFO : Epoch 2029 | loss: 0.0312205 | val_loss: 0.031223 | Time: 3568.62 ms [2021-01-22 07:41:38 main:574] : INFO : Epoch 2030 | loss: 0.0312202 | val_loss: 0.0312229 | Time: 3563.89 ms [2021-01-22 07:41:41 main:574] : INFO : Epoch 2031 | loss: 0.0312214 | val_loss: 0.0312244 | Time: 3601.16 ms [2021-01-22 07:41:45 main:574] : INFO : Epoch 2032 | loss: 0.0312204 | val_loss: 0.0312229 | Time: 3939.07 ms [2021-01-22 07:41:50 main:574] : INFO : Epoch 2033 | loss: 0.0312198 | val_loss: 0.0312229 | Time: 4028.08 ms [2021-01-22 07:41:54 main:574] : INFO : Epoch 2034 | loss: 0.03122 | val_loss: 0.0312223 | Time: 4096.71 ms [2021-01-22 07:41:58 main:574] : INFO : Epoch 2035 | loss: 0.0312199 | val_loss: 0.0312229 | Time: 3846.15 ms [2021-01-22 07:42:02 main:574] : INFO : Epoch 2036 | loss: 0.0312194 | val_loss: 0.0312225 | Time: 4045.32 ms [2021-01-22 07:42:05 main:574] : INFO : Epoch 2037 | loss: 0.0312194 | val_loss: 0.0312223 | Time: 3484.73 ms [2021-01-22 07:42:09 main:574] : INFO : Epoch 2038 | loss: 0.0312191 | val_loss: 0.0312221 | Time: 3794.47 ms [2021-01-22 07:42:13 main:574] : INFO : Epoch 2039 | loss: 0.0312196 | val_loss: 0.0312245 | Time: 3997.54 ms [2021-01-22 07:42:18 main:574] : INFO : Epoch 2040 | loss: 0.03122 | val_loss: 0.0312225 | Time: 3955.33 ms [2021-01-22 07:42:22 main:574] : INFO : Epoch 2041 | loss: 0.0312191 | val_loss: 0.0312222 | Time: 3991.95 ms [2021-01-22 07:42:25 main:574] : INFO : Epoch 2042 | loss: 0.0312188 | val_loss: 0.0312224 | Time: 3486.55 ms [2021-01-22 07:42:29 main:574] : INFO : Epoch 2043 | loss: 0.0312191 | val_loss: 0.0312224 | Time: 3688.57 ms [2021-01-22 07:42:33 main:574] : INFO : Epoch 2044 | loss: 0.0312189 | val_loss: 0.0312229 | Time: 3837.28 ms [2021-01-22 07:42:37 main:574] : INFO : Epoch 2045 | loss: 0.031219 | val_loss: 0.0312218 | Time: 3525.72 ms [2021-01-22 07:42:41 main:574] : INFO : Epoch 2046 | loss: 0.031219 | val_loss: 0.0312234 | Time: 3822.9 ms [2021-01-22 07:42:45 main:574] : INFO : Epoch 2047 | loss: 0.0312196 | val_loss: 0.0312227 | Time: 4028.58 ms [2021-01-22 07:42:49 main:574] : INFO : Epoch 2048 | loss: 0.0312192 | val_loss: 0.0312222 | Time: 3751.08 ms [2021-01-22 07:42:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312222 [2021-01-22 07:42:49 main:603] : INFO : Saving end state to config to file [2021-01-22 07:42:49 main:608] : INFO : Success, exiting.. 07:42:49 (8252): 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)