Task 14627225
| Name | ParityModified-1647048294-3725-3-0_3 |
| Workunit | 11617434 |
| Created | 20 Apr 2022, 18:06:35 UTC |
| Sent | 20 Apr 2022, 18:07:15 UTC |
| Report deadline | 28 Apr 2022, 18:07:15 UTC |
| Received | 20 Apr 2022, 23:38:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19547 |
| Run time | 1 hours 58 min 51 sec |
| CPU time | 1 hours 58 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.25 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.18.1</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.03121 | val_loss: 0.0312166 | Time: 3478.57 ms
[2022-04-20 18:08:53 main:581] : INFO : Epoch 1539 | loss: 0.0312097 | val_loss: 0.0312174 | Time: 3471.92 ms
[2022-04-20 18:08:56 main:581] : INFO : Epoch 1540 | loss: 0.0312094 | val_loss: 0.0312169 | Time: 3487.24 ms
[2022-04-20 18:09:00 main:581] : INFO : Epoch 1541 | loss: 0.0312102 | val_loss: 0.0312207 | Time: 3486.08 ms
[2022-04-20 18:09:03 main:581] : INFO : Epoch 1542 | loss: 0.0312094 | val_loss: 0.0312181 | Time: 3469.48 ms
[2022-04-20 18:09:07 main:581] : INFO : Epoch 1543 | loss: 0.0312096 | val_loss: 0.0312184 | Time: 3481.19 ms
[2022-04-20 18:09:10 main:581] : INFO : Epoch 1544 | loss: 0.0312104 | val_loss: 0.0312178 | Time: 3477.34 ms
[2022-04-20 18:09:14 main:581] : INFO : Epoch 1545 | loss: 0.0312115 | val_loss: 0.0312179 | Time: 3479 ms
[2022-04-20 18:09:17 main:581] : INFO : Epoch 1546 | loss: 0.0312099 | val_loss: 0.0312169 | Time: 3499.12 ms
[2022-04-20 18:09:21 main:581] : INFO : Epoch 1547 | loss: 0.0312101 | val_loss: 0.0312167 | Time: 3485.85 ms
[2022-04-20 18:09:24 main:581] : INFO : Epoch 1548 | loss: 0.0312112 | val_loss: 0.0312165 | Time: 3493.77 ms
[2022-04-20 18:09:28 main:581] : INFO : Epoch 1549 | loss: 0.0312099 | val_loss: 0.0312163 | Time: 3484.51 ms
[2022-04-20 18:09:31 main:581] : INFO : Epoch 1550 | loss: 0.0312105 | val_loss: 0.0312186 | Time: 3470.13 ms
[2022-04-20 18:09:35 main:581] : INFO : Epoch 1551 | loss: 0.0312109 | val_loss: 0.0312163 | Time: 3467.33 ms
[2022-04-20 18:09:38 main:581] : INFO : Epoch 1552 | loss: 0.0312101 | val_loss: 0.0312159 | Time: 3482.78 ms
[2022-04-20 18:09:41 main:581] : INFO : Epoch 1553 | loss: 0.0312092 | val_loss: 0.0312147 | Time: 3474.97 ms
[2022-04-20 18:09:45 main:581] : INFO : Epoch 1554 | loss: 0.0312089 | val_loss: 0.0312149 | Time: 3481.68 ms
[2022-04-20 18:09:48 main:581] : INFO : Epoch 1555 | loss: 0.0312093 | val_loss: 0.0312183 | Time: 3489.37 ms
[2022-04-20 18:09:52 main:581] : INFO : Epoch 1556 | loss: 0.031211 | val_loss: 0.0312169 | Time: 3484.4 ms
[2022-04-20 18:09:55 main:581] : INFO : Epoch 1557 | loss: 0.0312098 | val_loss: 0.0312167 | Time: 3474.56 ms
[2022-04-20 18:09:59 main:581] : INFO : Epoch 1558 | loss: 0.0312098 | val_loss: 0.0312154 | Time: 3491.5 ms
[2022-04-20 18:10:02 main:581] : INFO : Epoch 1559 | loss: 0.0312094 | val_loss: 0.03122 | Time: 3480.72 ms
[2022-04-20 18:10:06 main:581] : INFO : Epoch 1560 | loss: 0.0312099 | val_loss: 0.0312188 | Time: 3469.62 ms
[2022-04-20 18:10:09 main:581] : INFO : Epoch 1561 | loss: 0.0312096 | val_loss: 0.0312167 | Time: 3491.28 ms
[2022-04-20 18:10:13 main:581] : INFO : Epoch 1562 | loss: 0.0312105 | val_loss: 0.0312171 | Time: 3481.98 ms
[2022-04-20 18:10:16 main:581] : INFO : Epoch 1563 | loss: 0.0312107 | val_loss: 0.0312172 | Time: 3469.36 ms
[2022-04-20 18:10:20 main:581] : INFO : Epoch 1564 | loss: 0.0312103 | val_loss: 0.0312159 | Time: 3476.76 ms
[2022-04-20 18:10:23 main:581] : INFO : Epoch 1565 | loss: 0.0312095 | val_loss: 0.0312167 | Time: 3473.74 ms
[2022-04-20 18:10:27 main:581] : INFO : Epoch 1566 | loss: 0.0312087 | val_loss: 0.0312156 | Time: 3473.57 ms
[2022-04-20 18:10:30 main:581] : INFO : Epoch 1567 | loss: 0.0312087 | val_loss: 0.0312152 | Time: 3493.91 ms
[2022-04-20 18:10:34 main:581] : INFO : Epoch 1568 | loss: 0.0312092 | val_loss: 0.0312153 | Time: 3483.41 ms
[2022-04-20 18:10:37 main:581] : INFO : Epoch 1569 | loss: 0.031209 | val_loss: 0.0312165 | Time: 3489.81 ms
[2022-04-20 18:10:41 main:581] : INFO : Epoch 1570 | loss: 0.0312083 | val_loss: 0.0312175 | Time: 3491.57 ms
[2022-04-20 18:10:44 main:581] : INFO : Epoch 1571 | loss: 0.0312094 | val_loss: 0.031216 | Time: 3473.62 ms
[2022-04-20 18:10:48 main:581] : INFO : Epoch 1572 | loss: 0.0312092 | val_loss: 0.0312154 | Time: 3475.41 ms
[2022-04-20 18:10:51 main:581] : INFO : Epoch 1573 | loss: 0.0312079 | val_loss: 0.0312164 | Time: 3474.07 ms
[2022-04-20 18:10:55 main:581] : INFO : Epoch 1574 | loss: 0.0312084 | val_loss: 0.0312181 | Time: 3471.99 ms
[2022-04-20 18:10:58 main:581] : INFO : Epoch 1575 | loss: 0.0312081 | val_loss: 0.0312158 | Time: 3483.53 ms
[2022-04-20 18:11:02 main:581] : INFO : Epoch 1576 | loss: 0.0312093 | val_loss: 0.0312198 | Time: 3493.5 ms
[2022-04-20 18:11:05 main:581] : INFO : Epoch 1577 | loss: 0.0312106 | val_loss: 0.0312158 | Time: 3470.01 ms
[2022-04-20 18:11:08 main:581] : INFO : Epoch 1578 | loss: 0.0312111 | val_loss: 0.0312162 | Time: 3476.74 ms
[2022-04-20 18:11:12 main:581] : INFO : Epoch 1579 | loss: 0.0312101 | val_loss: 0.0312213 | Time: 3490.71 ms
[2022-04-20 18:11:15 main:581] : INFO : Epoch 1580 | loss: 0.0312107 | val_loss: 0.0312193 | Time: 3481.52 ms
[2022-04-20 18:11:19 main:581] : INFO : Epoch 1581 | loss: 0.0312092 | val_loss: 0.0312168 | Time: 3462.69 ms
[2022-04-20 18:11:22 main:581] : INFO : Epoch 1582 | loss: 0.0312083 | val_loss: 0.0312178 | Time: 3485.77 ms
[2022-04-20 18:11:26 main:581] : INFO : Epoch 1583 | loss: 0.0312084 | val_loss: 0.0312171 | Time: 3487.42 ms
[2022-04-20 18:11:29 main:581] : INFO : Epoch 1584 | loss: 0.0312086 | val_loss: 0.0312156 | Time: 3465.54 ms
[2022-04-20 18:11:33 main:581] : INFO : Epoch 1585 | loss: 0.0312086 | val_loss: 0.0312176 | Time: 3475.29 ms
[2022-04-20 18:11:36 main:581] : INFO : Epoch 1586 | loss: 0.0312096 | val_loss: 0.0312167 | Time: 3471.19 ms
[2022-04-20 18:11:40 main:581] : INFO : Epoch 1587 | loss: 0.0312109 | val_loss: 0.0312333 | Time: 3479.76 ms
[2022-04-20 18:11:43 main:581] : INFO : Epoch 1588 | loss: 0.0312336 | val_loss: 0.031227 | Time: 3497.64 ms
[2022-04-20 18:11:47 main:581] : INFO : Epoch 1589 | loss: 0.0312217 | val_loss: 0.03123 | Time: 3484.35 ms
[2022-04-20 18:11:50 main:581] : INFO : Epoch 1590 | loss: 0.0312119 | val_loss: 0.0312214 | Time: 3494.16 ms
[2022-04-20 18:11:54 main:581] : INFO : Epoch 1591 | loss: 0.0312088 | val_loss: 0.0312177 | Time: 3480.61 ms
[2022-04-20 18:11:57 main:581] : INFO : Epoch 1592 | loss: 0.0312107 | val_loss: 0.0312174 | Time: 3469.68 ms
[2022-04-20 18:12:01 main:581] : INFO : Epoch 1593 | loss: 0.0312103 | val_loss: 0.0312183 | Time: 3468.74 ms
[2022-04-20 18:12:04 main:581] : INFO : Epoch 1594 | loss: 0.0312081 | val_loss: 0.0312166 | Time: 3482.11 ms
[2022-04-20 18:12:08 main:581] : INFO : Epoch 1595 | loss: 0.0312083 | val_loss: 0.0312189 | Time: 3476.5 ms
[2022-04-20 18:12:11 main:581] : INFO : Epoch 1596 | loss: 0.031208 | val_loss: 0.0312173 | Time: 3476.96 ms
[2022-04-20 18:12:15 main:581] : INFO : Epoch 1597 | loss: 0.0312076 | val_loss: 0.0312188 | Time: 3490.53 ms
[2022-04-20 18:12:18 main:581] : INFO : Epoch 1598 | loss: 0.0312082 | val_loss: 0.0312166 | Time: 3476.97 ms
[2022-04-20 18:12:22 main:581] : INFO : Epoch 1599 | loss: 0.0312069 | val_loss: 0.0312165 | Time: 3476.28 ms
[2022-04-20 18:12:25 main:581] : INFO : Epoch 1600 | loss: 0.0312077 | val_loss: 0.0312169 | Time: 3487.72 ms
[2022-04-20 18:12:29 main:581] : INFO : Epoch 1601 | loss: 0.0312143 | val_loss: 0.0312185 | Time: 3484.43 ms
[2022-04-20 18:12:32 main:581] : INFO : Epoch 1602 | loss: 0.0312157 | val_loss: 0.0312179 | Time: 3466.7 ms
[2022-04-20 18:12:35 main:581] : INFO : Epoch 1603 | loss: 0.0312155 | val_loss: 0.0312204 | Time: 3485.62 ms
[2022-04-20 18:12:39 main:581] : INFO : Epoch 1604 | loss: 0.0312163 | val_loss: 0.0312171 | Time: 3484.41 ms
[2022-04-20 18:12:42 main:581] : INFO : Epoch 1605 | loss: 0.0312148 | val_loss: 0.0312183 | Time: 3469.74 ms
[2022-04-20 18:12:46 main:581] : INFO : Epoch 1606 | loss: 0.0312136 | val_loss: 0.0312169 | Time: 3477.01 ms
[2022-04-20 18:12:49 main:581] : INFO : Epoch 1607 | loss: 0.0312125 | val_loss: 0.031216 | Time: 3470.55 ms
[2022-04-20 18:12:53 main:581] : INFO : Epoch 1608 | loss: 0.0312138 | val_loss: 0.0312163 | Time: 3472.05 ms
[2022-04-20 18:12:56 main:581] : INFO : Epoch 1609 | loss: 0.0312128 | val_loss: 0.031217 | Time: 3493.57 ms
[2022-04-20 18:13:00 main:581] : INFO : Epoch 1610 | loss: 0.0312123 | val_loss: 0.031217 | Time: 3479.19 ms
[2022-04-20 18:13:03 main:581] : INFO : Epoch 1611 | loss: 0.0312127 | val_loss: 0.0312188 | Time: 3490.94 ms
[2022-04-20 18:13:07 main:581] : INFO : Epoch 1612 | loss: 0.0312119 | val_loss: 0.0312172 | Time: 3486.09 ms
[2022-04-20 18:13:10 main:581] : INFO : Epoch 1613 | loss: 0.0312156 | val_loss: 0.0312167 | Time: 3473.33 ms
[2022-04-20 18:13:14 main:581] : INFO : Epoch 1614 | loss: 0.0312125 | val_loss: 0.0312171 | Time: 3473.55 ms
[2022-04-20 18:13:17 main:581] : INFO : Epoch 1615 | loss: 0.0312111 | val_loss: 0.0312163 | Time: 3478.39 ms
[2022-04-20 18:13:21 main:581] : INFO : Epoch 1616 | loss: 0.0312127 | val_loss: 0.0312189 | Time: 3476.05 ms
[2022-04-20 18:13:24 main:581] : INFO : Epoch 1617 | loss: 0.0312113 | val_loss: 0.0312159 | Time: 3478.82 ms
[2022-04-20 18:13:28 main:581] : INFO : Epoch 1618 | loss: 0.031212 | val_loss: 0.0312162 | Time: 3490.96 ms
[2022-04-20 18:13:31 main:581] : INFO : Epoch 1619 | loss: 0.0312111 | val_loss: 0.0312158 | Time: 3482.65 ms
[2022-04-20 18:13:35 main:581] : INFO : Epoch 1620 | loss: 0.031211 | val_loss: 0.0312177 | Time: 3473.41 ms
[2022-04-20 18:13:38 main:581] : INFO : Epoch 1621 | loss: 0.0312107 | val_loss: 0.0312155 | Time: 3491.51 ms
[2022-04-20 18:13:42 main:581] : INFO : Epoch 1622 | loss: 0.0312104 | val_loss: 0.031216 | Time: 3478.3 ms
[2022-04-20 18:13:45 main:581] : INFO : Epoch 1623 | loss: 0.0312099 | val_loss: 0.0312179 | Time: 3468.02 ms
[2022-04-20 18:13:49 main:581] : INFO : Epoch 1624 | loss: 0.0312101 | val_loss: 0.031216 | Time: 3486.95 ms
[2022-04-20 18:13:52 main:581] : INFO : Epoch 1625 | loss: 0.031211 | val_loss: 0.0312169 | Time: 3484.46 ms
[2022-04-20 18:13:56 main:581] : INFO : Epoch 1626 | loss: 0.0312121 | val_loss: 0.0312161 | Time: 3469.43 ms
[2022-04-20 18:13:59 main:581] : INFO : Epoch 1627 | loss: 0.0312099 | val_loss: 0.031219 | Time: 3481.54 ms
[2022-04-20 18:14:02 main:581] : INFO : Epoch 1628 | loss: 0.0312118 | val_loss: 0.0312151 | Time: 3471.97 ms
[2022-04-20 18:14:06 main:581] : INFO : Epoch 1629 | loss: 0.03121 | val_loss: 0.0312151 | Time: 3476.54 ms
[2022-04-20 18:14:09 main:581] : INFO : Epoch 1630 | loss: 0.0312096 | val_loss: 0.0312159 | Time: 3495.51 ms
[2022-04-20 18:14:13 main:581] : INFO : Epoch 1631 | loss: 0.0312206 | val_loss: 0.0312284 | Time: 3483.37 ms
[2022-04-20 18:14:16 main:581] : INFO : Epoch 1632 | loss: 0.031227 | val_loss: 0.0312284 | Time: 3492.48 ms
[2022-04-20 18:14:20 main:581] : INFO : Epoch 1633 | loss: 0.0312272 | val_loss: 0.031227 | Time: 3483.74 ms
[2022-04-20 18:14:23 main:581] : INFO : Epoch 1634 | loss: 0.0312262 | val_loss: 0.0312255 | Time: 3478.2 ms
[2022-04-20 18:14:27 main:581] : INFO : Epoch 1635 | loss: 0.0312255 | val_loss: 0.0312257 | Time: 3470.48 ms
[2022-04-20 18:14:30 main:581] : INFO : Epoch 1636 | loss: 0.0312252 | val_loss: 0.0312267 | Time: 3477.99 ms
[2022-04-20 18:14:34 main:581] : INFO : Epoch 1637 | loss: 0.0312252 | val_loss: 0.031225 | Time: 3469.24 ms
[2022-04-20 18:14:37 main:581] : INFO : Epoch 1638 | loss: 0.0312248 | val_loss: 0.0312252 | Time: 3475.84 ms
[2022-04-20 18:14:41 main:581] : INFO : Epoch 1639 | loss: 0.0312277 | val_loss: 0.0312265 | Time: 3486.25 ms
[2022-04-20 18:14:44 main:581] : INFO : Epoch 1640 | loss: 0.0312247 | val_loss: 0.0312246 | Time: 3475.5 ms
[2022-04-20 18:14:48 main:581] : INFO : Epoch 1641 | loss: 0.0312241 | val_loss: 0.0312251 | Time: 3482.23 ms
[2022-04-20 18:14:51 main:581] : INFO : Epoch 1642 | loss: 0.0312243 | val_loss: 0.0312257 | Time: 3485.11 ms
[2022-04-20 18:14:55 main:581] : INFO : Epoch 1643 | loss: 0.0312239 | val_loss: 0.031227 | Time: 3479.69 ms
[2022-04-20 18:14:58 main:581] : INFO : Epoch 1644 | loss: 0.0312237 | val_loss: 0.0312252 | Time: 3472.06 ms
[2022-04-20 18:15:02 main:581] : INFO : Epoch 1645 | loss: 0.0312242 | val_loss: 0.0312259 | Time: 3488.97 ms
[2022-04-20 18:15:05 main:581] : INFO : Epoch 1646 | loss: 0.0312237 | val_loss: 0.0312258 | Time: 3476.83 ms
[2022-04-20 18:15:09 main:581] : INFO : Epoch 1647 | loss: 0.0312253 | val_loss: 0.0312264 | Time: 3467.28 ms
[2022-04-20 18:15:12 main:581] : INFO : Epoch 1648 | loss: 0.0312244 | val_loss: 0.0312261 | Time: 3472.73 ms
[2022-04-20 18:15:16 main:581] : INFO : Epoch 1649 | loss: 0.031223 | val_loss: 0.0312231 | Time: 3469.91 ms
[2022-04-20 18:15:19 main:581] : INFO : Epoch 1650 | loss: 0.0312218 | val_loss: 0.0312232 | Time: 3475.59 ms
[2022-04-20 18:15:23 main:581] : INFO : Epoch 1651 | loss: 0.0312219 | val_loss: 0.0312233 | Time: 3487.82 ms
[2022-04-20 18:15:26 main:581] : INFO : Epoch 1652 | loss: 0.0312229 | val_loss: 0.031227 | Time: 3482.83 ms
[2022-04-20 18:15:29 main:581] : INFO : Epoch 1653 | loss: 0.0312243 | val_loss: 0.0312238 | Time: 3491.61 ms
[2022-04-20 18:15:33 main:581] : INFO : Epoch 1654 | loss: 0.0312242 | val_loss: 0.0312253 | Time: 3487.35 ms
[2022-04-20 18:15:36 main:581] : INFO : Epoch 1655 | loss: 0.0312242 | val_loss: 0.0312235 | Time: 3476.83 ms
[2022-04-20 18:15:40 main:581] : INFO : Epoch 1656 | loss: 0.0312224 | val_loss: 0.0312253 | Time: 3472.68 ms
[2022-04-20 18:15:43 main:581] : INFO : Epoch 1657 | loss: 0.0312219 | val_loss: 0.0312236 | Time: 3476.21 ms
[2022-04-20 18:15:47 main:581] : INFO : Epoch 1658 | loss: 0.0312213 | val_loss: 0.0312227 | Time: 3475.86 ms
[2022-04-20 18:15:50 main:581] : INFO : Epoch 1659 | loss: 0.0312215 | val_loss: 0.0312252 | Time: 3483.03 ms
[2022-04-20 18:15:54 main:581] : INFO : Epoch 1660 | loss: 0.0312243 | val_loss: 0.0312291 | Time: 3495.28 ms
[2022-04-20 18:15:57 main:581] : INFO : Epoch 1661 | loss: 0.0312225 | val_loss: 0.0312229 | Time: 3477.16 ms
[2022-04-20 18:16:01 main:581] : INFO : Epoch 1662 | loss: 0.0312211 | val_loss: 0.0312237 | Time: 3479.61 ms
[2022-04-20 18:16:04 main:581] : INFO : Epoch 1663 | loss: 0.0312207 | val_loss: 0.0312227 | Time: 3484.81 ms
[2022-04-20 18:16:08 main:581] : INFO : Epoch 1664 | loss: 0.0312212 | val_loss: 0.0312235 | Time: 3482.45 ms
[2022-04-20 18:16:11 main:581] : INFO : Epoch 1665 | loss: 0.0312208 | val_loss: 0.0312252 | Time: 3466.79 ms
[2022-04-20 18:16:15 main:581] : INFO : Epoch 1666 | loss: 0.0312233 | val_loss: 0.0312241 | Time: 3486.02 ms
[2022-04-20 18:16:18 main:581] : INFO : Epoch 1667 | loss: 0.0312215 | val_loss: 0.031223 | Time: 3484.32 ms
[2022-04-20 18:16:22 main:581] : INFO : Epoch 1668 | loss: 0.0312216 | val_loss: 0.0312261 | Time: 3467.91 ms
[2022-04-20 18:16:25 main:581] : INFO : Epoch 1669 | loss: 0.0312245 | val_loss: 0.0312222 | Time: 3478.78 ms
[2022-04-20 18:16:29 main:581] : INFO : Epoch 1670 | loss: 0.0312223 | val_loss: 0.0312223 | Time: 3470.72 ms
[2022-04-20 18:16:32 main:581] : INFO : Epoch 1671 | loss: 0.0312207 | val_loss: 0.0312254 | Time: 3473.51 ms
[2022-04-20 18:16:36 main:581] : INFO : Epoch 1672 | loss: 0.031227 | val_loss: 0.0312282 | Time: 3497.35 ms
[2022-04-20 18:16:39 main:581] : INFO : Epoch 1673 | loss: 0.0312271 | val_loss: 0.0312282 | Time: 3487.93 ms
[2022-04-20 18:16:43 main:581] : INFO : Epoch 1674 | loss: 0.0312256 | val_loss: 0.0312282 | Time: 3490.48 ms
[2022-04-20 18:16:46 main:581] : INFO : Epoch 1675 | loss: 0.0312252 | val_loss: 0.0312295 | Time: 3483.75 ms
[2022-04-20 18:16:50 main:581] : INFO : Epoch 1676 | loss: 0.0312238 | val_loss: 0.0312259 | Time: 3473.43 ms
[2022-04-20 18:16:53 main:581] : INFO : Epoch 1677 | loss: 0.031223 | val_loss: 0.0312281 | Time: 3475.88 ms
[2022-04-20 18:16:56 main:581] : INFO : Epoch 1678 | loss: 0.0312239 | val_loss: 0.031225 | Time: 3482.34 ms
[2022-04-20 18:17:00 main:581] : INFO : Epoch 1679 | loss: 0.0312225 | val_loss: 0.0312279 | Time: 3475.75 ms
[2022-04-20 18:17:03 main:581] : INFO : Epoch 1680 | loss: 0.0312224 | val_loss: 0.0312249 | Time: 3476.23 ms
[2022-04-20 18:17:07 main:581] : INFO : Epoch 1681 | loss: 0.0312216 | val_loss: 0.0312237 | Time: 3488.38 ms
[2022-04-20 18:17:10 main:581] : INFO : Epoch 1682 | loss: 0.0312208 | val_loss: 0.0312237 | Time: 3477.83 ms
[2022-04-20 18:17:14 main:581] : INFO : Epoch 1683 | loss: 0.031221 | val_loss: 0.0312249 | Time: 3474.07 ms
[2022-04-20 18:17:17 main:581] : INFO : Epoch 1684 | loss: 0.0312213 | val_loss: 0.0312243 | Time: 3492.9 ms
[2022-04-20 18:17:21 main:581] : INFO : Epoch 1685 | loss: 0.0312216 | val_loss: 0.0312242 | Time: 3486.22 ms
[2022-04-20 18:17:24 main:581] : INFO : Epoch 1686 | loss: 0.0312205 | val_loss: 0.031224 | Time: 3463.2 ms
[2022-04-20 18:17:28 main:581] : INFO : Epoch 1687 | loss: 0.0312205 | val_loss: 0.0312286 | Time: 3490.99 ms
[2022-04-20 18:17:31 main:581] : INFO : Epoch 1688 | loss: 0.0312212 | val_loss: 0.031225 | Time: 3478.63 ms
[2022-04-20 18:17:35 main:581] : INFO : Epoch 1689 | loss: 0.0312204 | val_loss: 0.0312239 | Time: 3467.98 ms
[2022-04-20 18:17:38 main:581] : INFO : Epoch 1690 | loss: 0.0312206 | val_loss: 0.0312245 | Time: 3479.41 ms
[2022-04-20 18:17:42 main:581] : INFO : Epoch 1691 | loss: 0.0312192 | val_loss: 0.0312241 | Time: 3471.88 ms
[2022-04-20 18:17:45 main:581] : INFO : Epoch 1692 | loss: 0.0312195 | val_loss: 0.0312251 | Time: 3476.44 ms
[2022-04-20 18:17:49 main:581] : INFO : Epoch 1693 | loss: 0.03122 | val_loss: 0.031226 | Time: 3491.44 ms
[2022-04-20 18:17:52 main:581] : INFO : Epoch 1694 | loss: 0.031219 | val_loss: 0.0312239 | Time: 3487.67 ms
[2022-04-20 18:17:56 main:581] : INFO : Epoch 1695 | loss: 0.0312187 | val_loss: 0.0312234 | Time: 3486 ms
[2022-04-20 18:17:59 main:581] : INFO : Epoch 1696 | loss: 0.0312186 | val_loss: 0.031224 | Time: 3485.04 ms
[2022-04-20 18:18:03 main:581] : INFO : Epoch 1697 | loss: 0.031219 | val_loss: 0.0312232 | Time: 3473.74 ms
[2022-04-20 18:18:06 main:581] : INFO : Epoch 1698 | loss: 0.0312194 | val_loss: 0.0312234 | Time: 3467.88 ms
[2022-04-20 18:18:10 main:581] : INFO : Epoch 1699 | loss: 0.0312191 | val_loss: 0.0312238 | Time: 3479.43 ms
[2022-04-20 18:18:13 main:581] : INFO : Epoch 1700 | loss: 0.0312194 | val_loss: 0.0312239 | Time: 3468.73 ms
[2022-04-20 18:18:17 main:581] : INFO : Epoch 1701 | loss: 0.0312184 | val_loss: 0.031223 | Time: 3481.77 ms
[2022-04-20 18:18:20 main:581] : INFO : Epoch 1702 | loss: 0.0312187 | val_loss: 0.0312227 | Time: 3496.97 ms
[2022-04-20 18:18:23 main:581] : INFO : Epoch 1703 | loss: 0.0312182 | val_loss: 0.0312249 | Time: 3477.69 ms
[2022-04-20 18:18:27 main:581] : INFO : Epoch 1704 | loss: 0.0312188 | val_loss: 0.0312237 | Time: 3475.46 ms
[2022-04-20 18:18:30 main:581] : INFO : Epoch 1705 | loss: 0.0312185 | val_loss: 0.0312231 | Time: 3490.14 ms
[2022-04-20 18:18:34 main:581] : INFO : Epoch 1706 | loss: 0.0312199 | val_loss: 0.0312253 | Time: 3474.37 ms
[2022-04-20 18:18:37 main:581] : INFO : Epoch 1707 | loss: 0.0312182 | val_loss: 0.031223 | Time: 3467.97 ms
[2022-04-20 18:18:41 main:581] : INFO : Epoch 1708 | loss: 0.0312183 | val_loss: 0.031223 | Time: 3482.87 ms
[2022-04-20 18:18:44 main:581] : INFO : Epoch 1709 | loss: 0.031218 | val_loss: 0.0312227 | Time: 3490.14 ms
[2022-04-20 18:18:48 main:581] : INFO : Epoch 1710 | loss: 0.0312179 | val_loss: 0.0312224 | Time: 3469.11 ms
[2022-04-20 18:18:51 main:581] : INFO : Epoch 1711 | loss: 0.0312172 | val_loss: 0.0312229 | Time: 3480.95 ms
[2022-04-20 18:18:55 main:581] : INFO : Epoch 1712 | loss: 0.031218 | val_loss: 0.0312225 | Time: 3469.33 ms
[2022-04-20 18:18:58 main:581] : INFO : Epoch 1713 | loss: 0.031217 | val_loss: 0.0312224 | Time: 3476.22 ms
[2022-04-20 18:19:02 main:581] : INFO : Epoch 1714 | loss: 0.0312172 | val_loss: 0.0312227 | Time: 3496.3 ms
[2022-04-20 18:19:05 main:581] : INFO : Epoch 1715 | loss: 0.0312169 | val_loss: 0.0312224 | Time: 3483.19 ms
[2022-04-20 18:19:09 main:581] : INFO : Epoch 1716 | loss: 0.031217 | val_loss: 0.031226 | Time: 3492.53 ms
[2022-04-20 18:19:12 main:581] : INFO : Epoch 1717 | loss: 0.0312173 | val_loss: 0.0312228 | Time: 3481.53 ms
[2022-04-20 18:19:16 main:581] : INFO : Epoch 1718 | loss: 0.0312168 | val_loss: 0.0312237 | Time: 3472.6 ms
[2022-04-20 18:19:19 main:581] : INFO : Epoch 1719 | loss: 0.0312176 | val_loss: 0.0312329 | Time: 3470.66 ms
[2022-04-20 18:19:23 main:581] : INFO : Epoch 1720 | loss: 0.0312192 | val_loss: 0.0312224 | Time: 3476.08 ms
[2022-04-20 18:19:26 main:581] : INFO : Epoch 1721 | loss: 0.0312177 | val_loss: 0.0312281 | Time: 3476.93 ms
[2022-04-20 18:19:30 main:581] : INFO : Epoch 1722 | loss: 0.0312194 | val_loss: 0.0312234 | Time: 3479.1 ms
[2022-04-20 18:19:33 main:581] : INFO : Epoch 1723 | loss: 0.0312174 | val_loss: 0.0312233 | Time: 3494.86 ms
[2022-04-20 18:19:37 main:581] : INFO : Epoch 1724 | loss: 0.0312169 | val_loss: 0.031223 | Time: 3476.99 ms
[2022-04-20 18:19:40 main:581] : INFO : Epoch 1725 | loss: 0.0312167 | val_loss: 0.0312229 | Time: 3477.13 ms
[2022-04-20 18:19:44 main:581] : INFO : Epoch 1726 | loss: 0.0312171 | val_loss: 0.031223 | Time: 3487.26 ms
[2022-04-20 18:19:47 main:581] : INFO : Epoch 1727 | loss: 0.0312168 | val_loss: 0.0312218 | Time: 3482.57 ms
[2022-04-20 18:19:50 main:581] : INFO : Epoch 1728 | loss: 0.0312172 | val_loss: 0.0312225 | Time: 3468.88 ms
[2022-04-20 18:19:54 main:581] : INFO : Epoch 1729 | loss: 0.0312169 | val_loss: 0.0312232 | Time: 3487.84 ms
[2022-04-20 18:19:57 main:581] : INFO : Epoch 1730 | loss: 0.031217 | val_loss: 0.0312223 | Time: 3479.16 ms
[2022-04-20 18:20:01 main:581] : INFO : Epoch 1731 | loss: 0.0312182 | val_loss: 0.0312248 | Time: 3469.81 ms
[2022-04-20 18:20:04 main:581] : INFO : Epoch 1732 | loss: 0.0312177 | val_loss: 0.0312222 | Time: 3481.24 ms
[2022-04-20 18:20:08 main:581] : INFO : Epoch 1733 | loss: 0.0312167 | val_loss: 0.0312231 | Time: 3470.98 ms
[2022-04-20 18:20:11 main:581] : INFO : Epoch 1734 | loss: 0.0312166 | val_loss: 0.0312219 | Time: 3478.78 ms
[2022-04-20 18:20:15 main:581] : INFO : Epoch 1735 | loss: 0.0312168 | val_loss: 0.0312234 | Time: 3496.1 ms
[2022-04-20 18:20:18 main:581] : INFO : Epoch 1736 | loss: 0.0312161 | val_loss: 0.0312225 | Time: 3484.16 ms
[2022-04-20 18:20:22 main:581] : INFO : Epoch 1737 | loss: 0.031216 | val_loss: 0.0312231 | Time: 3488.93 ms
[2022-04-20 18:20:25 main:581] : INFO : Epoch 1738 | loss: 0.0312174 | val_loss: 0.0312226 | Time: 3483.69 ms
[2022-04-20 18:20:29 main:581] : INFO : Epoch 1739 | loss: 0.0312176 | val_loss: 0.0312242 | Time: 3471.67 ms
[2022-04-20 18:20:32 main:581] : INFO : Epoch 1740 | loss: 0.0312176 | val_loss: 0.0312244 | Time: 3473.68 ms
[2022-04-20 18:20:36 main:581] : INFO : Epoch 1741 | loss: 0.0312184 | val_loss: 0.0312246 | Time: 3475.26 ms
[2022-04-20 18:20:39 main:581] : INFO : Epoch 1742 | loss: 0.0312163 | val_loss: 0.0312232 | Time: 3469.56 ms
[2022-04-20 18:20:43 main:581] : INFO : Epoch 1743 | loss: 0.0312155 | val_loss: 0.0312219 | Time: 3483.74 ms
[2022-04-20 18:20:46 main:581] : INFO : Epoch 1744 | loss: 0.031216 | val_loss: 0.0312239 | Time: 3495.05 ms
[2022-04-20 18:20:50 main:581] : INFO : Epoch 1745 | loss: 0.0312156 | val_loss: 0.0312227 | Time: 3479.33 ms
[2022-04-20 18:20:53 main:581] : INFO : Epoch 1746 | loss: 0.0312151 | val_loss: 0.0312225 | Time: 3474.99 ms
[2022-04-20 18:20:57 main:581] : INFO : Epoch 1747 | loss: 0.0312154 | val_loss: 0.0312239 | Time: 3487.29 ms
[2022-04-20 18:21:00 main:581] : INFO : Epoch 1748 | loss: 0.0312151 | val_loss: 0.0312237 | Time: 3479 ms
[2022-04-20 18:21:04 main:581] : INFO : Epoch 1749 | loss: 0.0312155 | val_loss: 0.0312215 | Time: 3467.09 ms
[2022-04-20 18:21:07 main:581] : INFO : Epoch 1750 | loss: 0.0312148 | val_loss: 0.0312222 | Time: 3483.18 ms
[2022-04-20 18:21:11 main:581] : INFO : Epoch 1751 | loss: 0.0312182 | val_loss: 0.0312227 | Time: 3482.87 ms
[2022-04-20 18:21:14 main:581] : INFO : Epoch 1752 | loss: 0.0312172 | val_loss: 0.0312218 | Time: 3471.82 ms
[2022-04-20 18:21:17 main:581] : INFO : Epoch 1753 | loss: 0.0312155 | val_loss: 0.0312216 | Time: 3478.23 ms
[2022-04-20 18:21:21 main:581] : INFO : Epoch 1754 | loss: 0.0312153 | val_loss: 0.031221 | Time: 3470.26 ms
[2022-04-20 18:21:24 main:581] : INFO : Epoch 1755 | loss: 0.0312156 | val_loss: 0.0312248 | Time: 3479.38 ms
[2022-04-20 18:21:28 main:581] : INFO : Epoch 1756 | loss: 0.0312151 | val_loss: 0.0312222 | Time: 3501.51 ms
[2022-04-20 18:21:31 main:581] : INFO : Epoch 1757 | loss: 0.0312147 | val_loss: 0.0312217 | Time: 3485.69 ms
[2022-04-20 18:21:35 main:581] : INFO : Epoch 1758 | loss: 0.0312149 | val_loss: 0.0312243 | Time: 3490.52 ms
[2022-04-20 18:21:38 main:581] : INFO : Epoch 1759 | loss: 0.0312145 | val_loss: 0.031221 | Time: 3486.05 ms
[2022-04-20 18:21:42 main:581] : INFO : Epoch 1760 | loss: 0.0312147 | val_loss: 0.0312217 | Time: 3471.36 ms
[2022-04-20 18:21:45 main:581] : INFO : Epoch 1761 | loss: 0.0312145 | val_loss: 0.0312223 | Time: 3469.55 ms
[2022-04-20 18:21:49 main:581] : INFO : Epoch 1762 | loss: 0.0312158 | val_loss: 0.0312207 | Time: 3477.96 ms
[2022-04-20 18:21:52 main:581] : INFO : Epoch 1763 | loss: 0.031214 | val_loss: 0.0312218 | Time: 3472.47 ms
[2022-04-20 18:21:56 main:581] : INFO : Epoch 1764 | loss: 0.0312149 | val_loss: 0.0312211 | Time: 3478.81 ms
[2022-04-20 18:21:59 main:581] : INFO : Epoch 1765 | loss: 0.0312137 | val_loss: 0.031224 | Time: 3488.85 ms
[2022-04-20 18:22:03 main:581] : INFO : Epoch 1766 | loss: 0.0312155 | val_loss: 0.0312208 | Time: 3477.8 ms
[2022-04-20 18:22:06 main:581] : INFO : Epoch 1767 | loss: 0.0312144 | val_loss: 0.0312258 | Time: 3477.66 ms
[2022-04-20 18:22:10 main:581] : INFO : Epoch 1768 | loss: 0.0312152 | val_loss: 0.0312236 | Time: 3488.84 ms
[2022-04-20 18:22:13 main:581] : INFO : Epoch 1769 | loss: 0.0312175 | val_loss: 0.0312251 | Time: 3478.54 ms
[2022-04-20 18:22:17 main:581] : INFO : Epoch 1770 | loss: 0.0312187 | val_loss: 0.0312233 | Time: 3466.71 ms
[2022-04-20 18:22:20 main:581] : INFO : Epoch 1771 | loss: 0.031218 | val_loss: 0.0312224 | Time: 3479.8 ms
[2022-04-20 18:22:24 main:581] : INFO : Epoch 1772 | loss: 0.0312157 | val_loss: 0.0312227 | Time: 3482.41 ms
[2022-04-20 18:22:27 main:581] : INFO : Epoch 1773 | loss: 0.0312161 | val_loss: 0.0312215 | Time: 3466.18 ms
[2022-04-20 18:22:31 main:581] : INFO : Epoch 1774 | loss: 0.0312157 | val_loss: 0.0312242 | Time: 3480.83 ms
[2022-04-20 18:22:34 main:581] : INFO : Epoch 1775 | loss: 0.0312158 | val_loss: 0.0312222 | Time: 3470.71 ms
[2022-04-20 18:22:38 main:581] : INFO : Epoch 1776 | loss: 0.0312199 | val_loss: 0.0312271 | Time: 3480.17 ms
[2022-04-20 18:22:41 main:581] : INFO : Epoch 1777 | loss: 0.0312185 | val_loss: 0.031223 | Time: 3492.41 ms
[2022-04-20 18:22:44 main:581] : INFO : Epoch 1778 | loss: 0.0312162 | val_loss: 0.0312227 | Time: 3487.36 ms
[2022-04-20 18:22:48 main:581] : INFO : Epoch 1779 | loss: 0.0312148 | val_loss: 0.0312238 | Time: 3493.4 ms
[2022-04-20 18:22:51 main:581] : INFO : Epoch 1780 | loss: 0.0312163 | val_loss: 0.0312226 | Time: 3481.78 ms
[2022-04-20 18:22:55 main:581] : INFO : Epoch 1781 | loss: 0.0312173 | val_loss: 0.0312247 | Time: 3472.44 ms
[2022-04-20 18:22:58 main:581] : INFO : Epoch 1782 | loss: 0.0312167 | val_loss: 0.0312277 | Time: 3477.92 ms
[2022-04-20 18:23:02 main:581] : INFO : Epoch 1783 | loss: 0.0312174 | val_loss: 0.0312211 | Time: 3480.92 ms
[2022-04-20 18:23:05 main:581] : INFO : Epoch 1784 | loss: 0.0312165 | val_loss: 0.0312231 | Time: 3472.4 ms
[2022-04-20 18:23:09 main:581] : INFO : Epoch 1785 | loss: 0.0312144 | val_loss: 0.0312209 | Time: 3482.77 ms
[2022-04-20 18:23:12 main:581] : INFO : Epoch 1786 | loss: 0.0312133 | val_loss: 0.0312226 | Time: 3494.12 ms
[2022-04-20 18:23:16 main:581] : INFO : Epoch 1787 | loss: 0.0312147 | val_loss: 0.0312221 | Time: 3478.78 ms
[2022-04-20 18:23:19 main:581] : INFO : Epoch 1788 | loss: 0.0312184 | val_loss: 0.0312233 | Time: 3476.2 ms
[2022-04-20 18:23:23 main:581] : INFO : Epoch 1789 | loss: 0.0312242 | val_loss: 0.031227 | Time: 3484.66 ms
[2022-04-20 18:23:26 main:581] : INFO : Epoch 1790 | loss: 0.0312247 | val_loss: 0.0312261 | Time: 3474.44 ms
[2022-04-20 18:23:30 main:581] : INFO : Epoch 1791 | loss: 0.0312245 | val_loss: 0.0312266 | Time: 3467.11 ms
[2022-04-20 18:23:33 main:581] : INFO : Epoch 1792 | loss: 0.0312271 | val_loss: 0.0312262 | Time: 3482.22 ms
[2022-04-20 18:23:37 main:581] : INFO : Epoch 1793 | loss: 0.0312239 | val_loss: 0.0312238 | Time: 3487.91 ms
[2022-04-20 18:23:40 main:581] : INFO : Epoch 1794 | loss: 0.0312205 | val_loss: 0.0312217 | Time: 3469.86 ms
[2022-04-20 18:23:44 main:581] : INFO : Epoch 1795 | loss: 0.0312192 | val_loss: 0.0312206 | Time: 3481.26 ms
[2022-04-20 18:23:47 main:581] : INFO : Epoch 1796 | loss: 0.0312178 | val_loss: 0.031221 | Time: 3468.84 ms
[2022-04-20 18:23:51 main:581] : INFO : Epoch 1797 | loss: 0.0312173 | val_loss: 0.03122 | Time: 3475.07 ms
[2022-04-20 18:23:54 main:581] : INFO : Epoch 1798 | loss: 0.0312166 | val_loss: 0.0312212 | Time: 3497.14 ms
[2022-04-20 18:23:58 main:581] : INFO : Epoch 1799 | loss: 0.0312165 | val_loss: 0.0312196 | Time: 3491.21 ms
[2022-04-20 18:24:01 main:581] : INFO : Epoch 1800 | loss: 0.0312162 | val_loss: 0.0312206 | Time: 3490.72 ms
[2022-04-20 18:24:05 main:581] : INFO : Epoch 1801 | loss: 0.0312168 | val_loss: 0.0312196 | Time: 3480.15 ms
[2022-04-20 18:24:08 main:581] : INFO : Epoch 1802 | loss: 0.0312162 | val_loss: 0.0312212 | Time: 3470.19 ms
[2022-04-20 18:24:11 main:581] : INFO : Epoch 1803 | loss: 0.0312197 | val_loss: 0.0312236 | Time: 3473.55 ms
[2022-04-20 18:24:15 main:581] : INFO : Epoch 1804 | loss: 0.0312194 | val_loss: 0.0312206 | Time: 3481.02 ms
[2022-04-20 18:24:18 main:581] : INFO : Epoch 1805 | loss: 0.0312187 | val_loss: 0.0312192 | Time: 3474.37 ms
[2022-04-20 18:24:22 main:581] : INFO : Epoch 1806 | loss: 0.0312169 | val_loss: 0.0312189 | Time: 3473.31 ms
[2022-04-20 18:24:25 main:581] : INFO : Epoch 1807 | loss: 0.0312166 | val_loss: 0.0312194 | Time: 3487.12 ms
[2022-04-20 18:24:29 main:581] : INFO : Epoch 1808 | loss: 0.0312171 | val_loss: 0.0312188 | Time: 3481.35 ms
[2022-04-20 18:24:32 main:581] : INFO : Epoch 1809 | loss: 0.0312172 | val_loss: 0.0312206 | Time: 3474.83 ms
[2022-04-20 18:24:36 main:581] : INFO : Epoch 1810 | loss: 0.0312168 | val_loss: 0.0312218 | Time: 3489.81 ms
[2022-04-20 18:24:39 main:581] : INFO : Epoch 1811 | loss: 0.0312159 | val_loss: 0.0312197 | Time: 3481.88 ms
[2022-04-20 18:24:43 main:581] : INFO : Epoch 1812 | loss: 0.0312155 | val_loss: 0.0312191 | Time: 3465.7 ms
[2022-04-20 18:24:46 main:581] : INFO : Epoch 1813 | loss: 0.0312155 | val_loss: 0.031218 | Time: 3484.69 ms
[2022-04-20 18:24:50 main:581] : INFO : Epoch 1814 | loss: 0.0312163 | val_loss: 0.0312189 | Time: 3480 ms
[2022-04-20 18:24:53 main:581] : INFO : Epoch 1815 | loss: 0.0312167 | val_loss: 0.0312223 | Time: 3468.07 ms
[2022-04-20 18:24:57 main:581] : INFO : Epoch 1816 | loss: 0.0312165 | val_loss: 0.0312199 | Time: 3479.55 ms
[2022-04-20 18:25:00 main:581] : INFO : Epoch 1817 | loss: 0.0312151 | val_loss: 0.0312194 | Time: 3473.78 ms
[2022-04-20 18:25:04 main:581] : INFO : Epoch 1818 | loss: 0.0312153 | val_loss: 0.0312201 | Time: 3478.92 ms
[2022-04-20 18:25:07 main:581] : INFO : Epoch 1819 | loss: 0.0312178 | val_loss: 0.0312202 | Time: 3495.92 ms
[2022-04-20 18:25:11 main:581] : INFO : Epoch 1820 | loss: 0.0312167 | val_loss: 0.031221 | Time: 3484.87 ms
[2022-04-20 18:25:14 main:581] : INFO : Epoch 1821 | loss: 0.0312169 | val_loss: 0.0312221 | Time: 3490.96 ms
[2022-04-20 18:25:18 main:581] : INFO : Epoch 1822 | loss: 0.031217 | val_loss: 0.031217 | Time: 3481.13 ms
[2022-04-20 18:25:21 main:581] : INFO : Epoch 1823 | loss: 0.0312203 | val_loss: 0.0312228 | Time: 3470.69 ms
[2022-04-20 18:25:25 main:581] : INFO : Epoch 1824 | loss: 0.0312188 | val_loss: 0.0312206 | Time: 3471.31 ms
[2022-04-20 18:25:28 main:581] : INFO : Epoch 1825 | loss: 0.0312202 | val_loss: 0.031221 | Time: 3480.42 ms
[2022-04-20 18:25:32 main:581] : INFO : Epoch 1826 | loss: 0.0312204 | val_loss: 0.0312185 | Time: 3476.53 ms
[2022-04-20 18:25:35 main:581] : INFO : Epoch 1827 | loss: 0.0312187 | val_loss: 0.0312211 | Time: 3485 ms
[2022-04-20 18:25:39 main:581] : INFO : Epoch 1828 | loss: 0.0312195 | val_loss: 0.0312212 | Time: 3496.99 ms
[2022-04-20 18:25:42 main:581] : INFO : Epoch 1829 | loss: 0.0312207 | val_loss: 0.0312228 | Time: 3474 ms
[2022-04-20 18:25:45 main:581] : INFO : Epoch 1830 | loss: 0.031221 | val_loss: 0.0312218 | Time: 3481.45 ms
[2022-04-20 18:25:49 main:581] : INFO : Epoch 1831 | loss: 0.0312219 | val_loss: 0.0312209 | Time: 3491.81 ms
[2022-04-20 18:25:52 main:581] : INFO : Epoch 1832 | loss: 0.0312205 | val_loss: 0.031221 | Time: 3473.8 ms
[2022-04-20 18:25:56 main:581] : INFO : Epoch 1833 | loss: 0.0312204 | val_loss: 0.0312192 | Time: 3468.67 ms
[2022-04-20 18:25:59 main:581] : INFO : Epoch 1834 | loss: 0.0312181 | val_loss: 0.0312195 | Time: 3483.3 ms
[2022-04-20 18:26:03 main:581] : INFO : Epoch 1835 | loss: 0.0312181 | val_loss: 0.0312184 | Time: 3484.73 ms
[2022-04-20 18:26:06 main:581] : INFO : Epoch 1836 | loss: 0.0312189 | val_loss: 0.0312182 | Time: 3465.18 ms
[2022-04-20 18:26:10 main:581] : INFO : Epoch 1837 | loss: 0.0312178 | val_loss: 0.0312178 | Time: 3482.08 ms
[2022-04-20 18:26:13 main:581] : INFO : Epoch 1838 | loss: 0.031218 | val_loss: 0.0312186 | Time: 3468.43 ms
[2022-04-20 18:26:17 main:581] : INFO : Epoch 1839 | loss: 0.0312175 | val_loss: 0.0312174 | Time: 3474.27 ms
[2022-04-20 18:26:20 main:581] : INFO : Epoch 1840 | loss: 0.0312171 | val_loss: 0.0312177 | Time: 3496.05 ms
[2022-04-20 18:26:24 main:581] : INFO : Epoch 1841 | loss: 0.0312166 | val_loss: 0.0312168 | Time: 3493.58 ms
[2022-04-20 18:26:27 main:581] : INFO : Epoch 1842 | loss: 0.0312156 | val_loss: 0.031216 | Time: 3489.1 ms
[2022-04-20 18:26:31 main:581] : INFO : Epoch 1843 | loss: 0.0312154 | val_loss: 0.0312158 | Time: 3483.25 ms
[2022-04-20 18:26:34 main:581] : INFO : Epoch 1844 | loss: 0.031216 | val_loss: 0.0312176 | Time: 3465.44 ms
[2022-04-20 18:26:38 main:581] : INFO : Epoch 1845 | loss: 0.031217 | val_loss: 0.0312172 | Time: 3469.83 ms
[2022-04-20 18:26:41 main:581] : INFO : Epoch 1846 | loss: 0.0312156 | val_loss: 0.0312168 | Time: 3481.19 ms
[2022-04-20 18:26:45 main:581] : INFO : Epoch 1847 | loss: 0.0312155 | val_loss: 0.0312198 | Time: 3468.48 ms
[2022-04-20 18:26:48 main:581] : INFO : Epoch 1848 | loss: 0.0312165 | val_loss: 0.0312241 | Time: 3482.93 ms
[2022-04-20 18:26:52 main:581] : INFO : Epoch 1849 | loss: 0.0312186 | val_loss: 0.0312186 | Time: 3493.93 ms
[2022-04-20 18:26:55 main:581] : INFO : Epoch 1850 | loss: 0.0312174 | val_loss: 0.0312198 | Time: 3479.66 ms
[2022-04-20 18:26:59 main:581] : INFO : Epoch 1851 | loss: 0.0312187 | val_loss: 0.0312192 | Time: 3477.49 ms
[2022-04-20 18:27:02 main:581] : INFO : Epoch 1852 | loss: 0.031218 | val_loss: 0.0312185 | Time: 3486.05 ms
[2022-04-20 18:27:06 main:581] : INFO : Epoch 1853 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 3477.41 ms
[2022-04-20 18:27:09 main:581] : INFO : Epoch 1854 | loss: 0.0312162 | val_loss: 0.0312173 | Time: 3463.44 ms
[2022-04-20 18:27:12 main:581] : INFO : Epoch 1855 | loss: 0.0312149 | val_loss: 0.0312165 | Time: 3486.53 ms
[2022-04-20 18:27:16 main:581] : INFO : Epoch 1856 | loss: 0.0312142 | val_loss: 0.0312164 | Time: 3483.37 ms
[2022-04-20 18:27:19 main:581] : INFO : Epoch 1857 | loss: 0.0312144 | val_loss: 0.0312164 | Time: 3466.74 ms
[2022-04-20 18:27:23 main:581] : INFO : Epoch 1858 | loss: 0.0312146 | val_loss: 0.0312178 | Time: 3477.93 ms
[2022-04-20 18:27:26 main:581] : INFO : Epoch 1859 | loss: 0.0312165 | val_loss: 0.0312183 | Time: 3470.85 ms
[2022-04-20 18:27:30 main:581] : INFO : Epoch 1860 | loss: 0.0312152 | val_loss: 0.0312177 | Time: 3470.52 ms
[2022-04-20 18:27:33 main:581] : INFO : Epoch 1861 | loss: 0.0312146 | val_loss: 0.0312165 | Time: 3490.41 ms
[2022-04-20 18:27:37 main:581] : INFO : Epoch 1862 | loss: 0.0312137 | val_loss: 0.031216 | Time: 3485.06 ms
[2022-04-20 18:27:40 main:581] : INFO : Epoch 1863 | loss: 0.031213 | val_loss: 0.0312164 | Time: 3489.98 ms
[2022-04-20 18:27:44 main:581] : INFO : Epoch 1864 | loss: 0.0312124 | val_loss: 0.0312174 | Time: 3484.28 ms
[2022-04-20 18:27:47 main:581] : INFO : Epoch 1865 | loss: 0.0312131 | val_loss: 0.0312162 | Time: 3474.77 ms
[2022-04-20 18:27:51 main:581] : INFO : Epoch 1866 | loss: 0.0312123 | val_loss: 0.0312155 | Time: 3467.16 ms
[2022-04-20 18:27:54 main:581] : INFO : Epoch 1867 | loss: 0.0312143 | val_loss: 0.0312199 | Time: 3475.43 ms
[2022-04-20 18:27:58 main:581] : INFO : Epoch 1868 | loss: 0.0312134 | val_loss: 0.0312154 | Time: 3476.68 ms
[2022-04-20 18:28:01 main:581] : INFO : Epoch 1869 | loss: 0.0312131 | val_loss: 0.0312159 | Time: 3478.31 ms
[2022-04-20 18:28:05 main:581] : INFO : Epoch 1870 | loss: 0.0312122 | val_loss: 0.031216 | Time: 3494.42 ms
[2022-04-20 18:28:08 main:581] : INFO : Epoch 1871 | loss: 0.0312117 | val_loss: 0.031216 | Time: 3477.37 ms
[2022-04-20 18:28:12 main:581] : INFO : Epoch 1872 | loss: 0.0312119 | val_loss: 0.0312159 | Time: 3478.34 ms
[2022-04-20 18:28:15 main:581] : INFO : Epoch 1873 | loss: 0.0312138 | val_loss: 0.0312179 | Time: 3483.33 ms
[2022-04-20 18:28:19 main:581] : INFO : Epoch 1874 | loss: 0.0312176 | val_loss: 0.0312195 | Time: 3478.06 ms
[2022-04-20 18:28:22 main:581] : INFO : Epoch 1875 | loss: 0.0312176 | val_loss: 0.0312174 | Time: 3462.28 ms
[2022-04-20 18:28:26 main:581] : INFO : Epoch 1876 | loss: 0.031216 | val_loss: 0.0312189 | Time: 3484.94 ms
[2022-04-20 18:28:29 main:581] : INFO : Epoch 1877 | loss: 0.0312158 | val_loss: 0.0312201 | Time: 3478.51 ms
[2022-04-20 18:28:32 main:581] : INFO : Epoch 1878 | loss: 0.031216 | val_loss: 0.0312189 | Time: 3473.77 ms
[2022-04-20 18:28:36 main:581] : INFO : Epoch 1879 | loss: 0.0312161 | val_loss: 0.0312524 | Time: 3477.02 ms
[2022-04-20 18:28:39 main:581] : INFO : Epoch 1880 | loss: 0.0312833 | val_loss: 0.0330022 | Time: 3471.27 ms
[2022-04-20 18:28:43 main:581] : INFO : Epoch 1881 | loss: 0.035698 | val_loss: 0.0321446 | Time: 3476.83 ms
[2022-04-20 18:28:46 main:581] : INFO : Epoch 1882 | loss: 0.032552 | val_loss: 0.0315556 | Time: 3494.43 ms
[2022-04-20 18:28:50 main:581] : INFO : Epoch 1883 | loss: 0.0314089 | val_loss: 0.0312983 | Time: 3489.98 ms
[2022-04-20 18:28:53 main:581] : INFO : Epoch 1884 | loss: 0.0312805 | val_loss: 0.0312583 | Time: 3493.18 ms
[2022-04-20 18:28:57 main:581] : INFO : Epoch 1885 | loss: 0.0312543 | val_loss: 0.0312611 | Time: 3484.76 ms
[2022-04-20 18:29:00 main:581] : INFO : Epoch 1886 | loss: 0.0312501 | val_loss: 0.0312447 | Time: 3469.28 ms
[2022-04-20 18:29:04 main:581] : INFO : Epoch 1887 | loss: 0.0312459 | val_loss: 0.0312397 | Time: 3470.64 ms
[2022-04-20 18:29:07 main:581] : INFO : Epoch 1888 | loss: 0.0312346 | val_loss: 0.0312304 | Time: 3484.77 ms
[2022-04-20 18:29:11 main:581] : INFO : Epoch 1889 | loss: 0.0312296 | val_loss: 0.0312306 | Time: 3475 ms
[2022-04-20 18:29:14 main:581] : INFO : Epoch 1890 | loss: 0.0312281 | val_loss: 0.0312252 | Time: 3474.82 ms
[2022-04-20 18:29:18 main:581] : INFO : Epoch 1891 | loss: 0.0312256 | val_loss: 0.0312265 | Time: 3489.4 ms
[2022-04-20 18:29:21 main:581] : INFO : Epoch 1892 | loss: 0.0312249 | val_loss: 0.0312256 | Time: 3479.41 ms
[2022-04-20 18:29:25 main:581] : INFO : Epoch 1893 | loss: 0.0312244 | val_loss: 0.031224 | Time: 3476.7 ms
[2022-04-20 18:29:28 main:581] : INFO : Epoch 1894 | loss: 0.0312254 | val_loss: 0.0312245 | Time: 3485.44 ms
[2022-04-20 18:29:32 main:581] : INFO : Epoch 1895 | loss: 0.0312247 | val_loss: 0.0312244 | Time: 3482.35 ms
[2022-04-20 18:29:35 main:581] : INFO : Epoch 1896 | loss: 0.0312237 | val_loss: 0.0312267 | Time: 3472.83 ms
[2022-04-20 18:29:39 main:581] : INFO : Epoch 1897 | loss: 0.0312218 | val_loss: 0.0312221 | Time: 3487.37 ms
[2022-04-20 18:29:42 main:581] : INFO : Epoch 1898 | loss: 0.0312214 | val_loss: 0.0312217 | Time: 3476.24 ms
[2022-04-20 18:29:46 main:581] : INFO : Epoch 1899 | loss: 0.0312199 | val_loss: 0.0312227 | Time: 3465.03 ms
[2022-04-20 18:29:49 main:581] : INFO : Epoch 1900 | loss: 0.0312199 | val_loss: 0.0312215 | Time: 3481.94 ms
[2022-04-20 18:29:52 main:581] : INFO : Epoch 1901 | loss: 0.0312193 | val_loss: 0.0312224 | Time: 3468.63 ms
[2022-04-20 18:29:56 main:581] : INFO : Epoch 1902 | loss: 0.0312198 | val_loss: 0.0312233 | Time: 3476.2 ms
[2022-04-20 18:29:59 main:581] : INFO : Epoch 1903 | loss: 0.0312214 | val_loss: 0.0312209 | Time: 3490.61 ms
[2022-04-20 18:30:03 main:581] : INFO : Epoch 1904 | loss: 0.0312191 | val_loss: 0.0312209 | Time: 3486.29 ms
[2022-04-20 18:30:06 main:581] : INFO : Epoch 1905 | loss: 0.0312201 | val_loss: 0.0312228 | Time: 3495.93 ms
[2022-04-20 18:30:10 main:581] : INFO : Epoch 1906 | loss: 0.0312192 | val_loss: 0.031221 | Time: 3484.47 ms
[2022-04-20 18:30:13 main:581] : INFO : Epoch 1907 | loss: 0.0312184 | val_loss: 0.0312208 | Time: 3471.88 ms
[2022-04-20 18:30:17 main:581] : INFO : Epoch 1908 | loss: 0.0312177 | val_loss: 0.0312206 | Time: 3467.54 ms
[2022-04-20 18:30:20 main:581] : INFO : Epoch 1909 | loss: 0.0312162 | val_loss: 0.0312189 | Time: 3476.26 ms
[2022-04-20 18:30:24 main:581] : INFO : Epoch 1910 | loss: 0.0312157 | val_loss: 0.0312197 | Time: 3471.91 ms
[2022-04-20 18:30:27 main:581] : INFO : Epoch 1911 | loss: 0.0312157 | val_loss: 0.031218 | Time: 3482.67 ms
[2022-04-20 18:30:31 main:581] : INFO : Epoch 1912 | loss: 0.0312163 | val_loss: 0.0312186 | Time: 3496.73 ms
[2022-04-20 18:30:34 main:581] : INFO : Epoch 1913 | loss: 0.0312148 | val_loss: 0.0312171 | Time: 3475.64 ms
[2022-04-20 18:30:38 main:581] : INFO : Epoch 1914 | loss: 0.0312157 | val_loss: 0.0312209 | Time: 3477.73 ms
[2022-04-20 18:30:41 main:581] : INFO : Epoch 1915 | loss: 0.0312159 | val_loss: 0.0312171 | Time: 3492.16 ms
[2022-04-20 18:30:45 main:581] : INFO : Epoch 1916 | loss: 0.0312147 | val_loss: 0.0312176 | Time: 3481.42 ms
[2022-04-20 18:30:48 main:581] : INFO : Epoch 1917 | loss: 0.0312143 | val_loss: 0.0312164 | Time: 3464.13 ms
[2022-04-20 18:30:52 main:581] : INFO : Epoch 1918 | loss: 0.0312141 | val_loss: 0.0312158 | Time: 3485.74 ms
[2022-04-20 18:30:55 main:581] : INFO : Epoch 1919 | loss: 0.0312142 | val_loss: 0.0312155 | Time: 3484.07 ms
[2022-04-20 18:30:59 main:581] : INFO : Epoch 1920 | loss: 0.0312143 | val_loss: 0.0312153 | Time: 3470.19 ms
[2022-04-20 18:31:02 main:581] : INFO : Epoch 1921 | loss: 0.0312138 | val_loss: 0.0312157 | Time: 3480.29 ms
[2022-04-20 18:31:06 main:581] : INFO : Epoch 1922 | loss: 0.0312133 | val_loss: 0.0312149 | Time: 3469.75 ms
[2022-04-20 18:31:09 main:581] : INFO : Epoch 1923 | loss: 0.0312151 | val_loss: 0.0312264 | Time: 3476.46 ms
[2022-04-20 18:31:13 main:581] : INFO : Epoch 1924 | loss: 0.0312165 | val_loss: 0.0312157 | Time: 3494.56 ms
[2022-04-20 18:31:16 main:581] : INFO : Epoch 1925 | loss: 0.0312166 | val_loss: 0.0312182 | Time: 3489.96 ms
[2022-04-20 18:31:20 main:581] : INFO : Epoch 1926 | loss: 0.0312186 | val_loss: 0.0312184 | Time: 3491.72 ms
[2022-04-20 18:31:23 main:581] : INFO : Epoch 1927 | loss: 0.0312172 | val_loss: 0.0312176 | Time: 3477.39 ms
[2022-04-20 18:31:26 main:581] : INFO : Epoch 1928 | loss: 0.0312168 | val_loss: 0.0312168 | Time: 3471.74 ms
[2022-04-20 18:31:30 main:581] : INFO : Epoch 1929 | loss: 0.0312159 | val_loss: 0.0312157 | Time: 3470.6 ms
[2022-04-20 18:31:33 main:581] : INFO : Epoch 1930 | loss: 0.0312151 | val_loss: 0.0312152 | Time: 3479.72 ms
[2022-04-20 18:31:37 main:581] : INFO : Epoch 1931 | loss: 0.0312152 | val_loss: 0.0312165 | Time: 3476.65 ms
[2022-04-20 18:31:40 main:581] : INFO : Epoch 1932 | loss: 0.0312154 | val_loss: 0.0312162 | Time: 3481.69 ms
[2022-04-20 18:31:44 main:581] : INFO : Epoch 1933 | loss: 0.0312143 | val_loss: 0.0312162 | Time: 3488.95 ms
[2022-04-20 18:31:47 main:581] : INFO : Epoch 1934 | loss: 0.0312155 | val_loss: 0.0312152 | Time: 3477.12 ms
[2022-04-20 18:31:51 main:581] : INFO : Epoch 1935 | loss: 0.0312156 | val_loss: 0.0312175 | Time: 3480.67 ms
[2022-04-20 18:31:54 main:581] : INFO : Epoch 1936 | loss: 0.0312156 | val_loss: 0.0312166 | Time: 3487.09 ms
[2022-04-20 18:31:58 main:581] : INFO : Epoch 1937 | loss: 0.0312144 | val_loss: 0.0312154 | Time: 3476.49 ms
[2022-04-20 18:32:01 main:581] : INFO : Epoch 1938 | loss: 0.0312139 | val_loss: 0.0312153 | Time: 3468.4 ms
[2022-04-20 18:32:05 main:581] : INFO : Epoch 1939 | loss: 0.0312154 | val_loss: 0.0312186 | Time: 3492.48 ms
[2022-04-20 18:32:08 main:581] : INFO : Epoch 1940 | loss: 0.0312146 | val_loss: 0.0312155 | Time: 3477.3 ms
[2022-04-20 18:32:12 main:581] : INFO : Epoch 1941 | loss: 0.0312147 | val_loss: 0.0312168 | Time: 3467.77 ms
[2022-04-20 18:32:15 main:581] : INFO : Epoch 1942 | loss: 0.0312157 | val_loss: 0.0312156 | Time: 3475.89 ms
[2022-04-20 18:32:19 main:581] : INFO : Epoch 1943 | loss: 0.0312145 | val_loss: 0.0312148 | Time: 3469.98 ms
[2022-04-20 18:32:22 main:581] : INFO : Epoch 1944 | loss: 0.0312137 | val_loss: 0.031215 | Time: 3476.07 ms
[2022-04-20 18:32:26 main:581] : INFO : Epoch 1945 | loss: 0.0312135 | val_loss: 0.031214 | Time: 3490.39 ms
[2022-04-20 18:32:29 main:581] : INFO : Epoch 1946 | loss: 0.0312124 | val_loss: 0.0312138 | Time: 3479.81 ms
[2022-04-20 18:32:33 main:581] : INFO : Epoch 1947 | loss: 0.0312135 | val_loss: 0.0312143 | Time: 3490.78 ms
[2022-04-20 18:32:36 main:581] : INFO : Epoch 1948 | loss: 0.0312136 | val_loss: 0.0312169 | Time: 3482.2 ms
[2022-04-20 18:32:40 main:581] : INFO : Epoch 1949 | loss: 0.0312139 | val_loss: 0.0312141 | Time: 3471.61 ms
[2022-04-20 18:32:43 main:581] : INFO : Epoch 1950 | loss: 0.031214 | val_loss: 0.031217 | Time: 3477.56 ms
[2022-04-20 18:32:46 main:581] : INFO : Epoch 1951 | loss: 0.0312139 | val_loss: 0.0312141 | Time: 3473.89 ms
[2022-04-20 18:32:50 main:581] : INFO : Epoch 1952 | loss: 0.0312126 | val_loss: 0.0312146 | Time: 3471.48 ms
[2022-04-20 18:32:53 main:581] : INFO : Epoch 1953 | loss: 0.0312125 | val_loss: 0.0312134 | Time: 3481.9 ms
[2022-04-20 18:32:57 main:581] : INFO : Epoch 1954 | loss: 0.031212 | val_loss: 0.0312144 | Time: 3492.22 ms
[2022-04-20 18:33:00 main:581] : INFO : Epoch 1955 | loss: 0.0312125 | val_loss: 0.0312138 | Time: 3479.02 ms
[2022-04-20 18:33:04 main:581] : INFO : Epoch 1956 | loss: 0.0312124 | val_loss: 0.0312136 | Time: 3476.81 ms
[2022-04-20 18:33:07 main:581] : INFO : Epoch 1957 | loss: 0.0312121 | val_loss: 0.0312138 | Time: 3490.78 ms
[2022-04-20 18:33:11 main:581] : INFO : Epoch 1958 | loss: 0.0312123 | val_loss: 0.0312136 | Time: 3480.59 ms
[2022-04-20 18:33:14 main:581] : INFO : Epoch 1959 | loss: 0.0312131 | val_loss: 0.0312153 | Time: 3464.88 ms
[2022-04-20 18:33:18 main:581] : INFO : Epoch 1960 | loss: 0.0312134 | val_loss: 0.0312147 | Time: 3487.47 ms
[2022-04-20 18:33:21 main:581] : INFO : Epoch 1961 | loss: 0.0312122 | val_loss: 0.0312152 | Time: 3487.38 ms
[2022-04-20 18:33:25 main:581] : INFO : Epoch 1962 | loss: 0.0312148 | val_loss: 0.0312169 | Time: 3462.19 ms
[2022-04-20 18:33:28 main:581] : INFO : Epoch 1963 | loss: 0.0312149 | val_loss: 0.031215 | Time: 3474.91 ms
[2022-04-20 18:33:32 main:581] : INFO : Epoch 1964 | loss: 0.0312123 | val_loss: 0.0312135 | Time: 3473.01 ms
[2022-04-20 18:33:35 main:581] : INFO : Epoch 1965 | loss: 0.0312126 | val_loss: 0.0312143 | Time: 3477.65 ms
[2022-04-20 18:33:39 main:581] : INFO : Epoch 1966 | loss: 0.0312129 | val_loss: 0.0312136 | Time: 3495.43 ms
[2022-04-20 18:33:42 main:581] : INFO : Epoch 1967 | loss: 0.0312133 | val_loss: 0.0312132 | Time: 3489.51 ms
[2022-04-20 18:33:46 main:581] : INFO : Epoch 1968 | loss: 0.0312142 | val_loss: 0.0312192 | Time: 3494.24 ms
[2022-04-20 18:33:49 main:581] : INFO : Epoch 1969 | loss: 0.0312126 | val_loss: 0.0312128 | Time: 3478.99 ms
[2022-04-20 18:33:53 main:581] : INFO : Epoch 1970 | loss: 0.031211 | val_loss: 0.0312138 | Time: 3473.76 ms
[2022-04-20 18:33:56 main:581] : INFO : Epoch 1971 | loss: 0.0312118 | val_loss: 0.0312143 | Time: 3473.22 ms
[2022-04-20 18:34:00 main:581] : INFO : Epoch 1972 | loss: 0.0312122 | val_loss: 0.0312168 | Time: 3482.78 ms
[2022-04-20 18:34:03 main:581] : INFO : Epoch 1973 | loss: 0.031215 | val_loss: 0.0312179 | Time: 3471.13 ms
[2022-04-20 18:34:07 main:581] : INFO : Epoch 1974 | loss: 0.031214 | val_loss: 0.0312156 | Time: 3483.4 ms
[2022-04-20 18:34:10 main:581] : INFO : Epoch 1975 | loss: 0.031212 | val_loss: 0.0312159 | Time: 3492.05 ms
[2022-04-20 18:34:14 main:581] : INFO : Epoch 1976 | loss: 0.0312119 | val_loss: 0.0312155 | Time: 3479.31 ms
[2022-04-20 18:34:17 main:581] : INFO : Epoch 1977 | loss: 0.0312122 | val_loss: 0.0312153 | Time: 3477.91 ms
[2022-04-20 18:34:20 main:581] : INFO : Epoch 1978 | loss: 0.0312113 | val_loss: 0.0312136 | Time: 3490.61 ms
[2022-04-20 18:34:24 main:581] : INFO : Epoch 1979 | loss: 0.031212 | val_loss: 0.0312146 | Time: 3484.38 ms
[2022-04-20 18:34:27 main:581] : INFO : Epoch 1980 | loss: 0.0312116 | val_loss: 0.031216 | Time: 3465.52 ms
[2022-04-20 18:34:31 main:581] : INFO : Epoch 1981 | loss: 0.0312112 | val_loss: 0.0312136 | Time: 3486.29 ms
[2022-04-20 18:34:34 main:581] : INFO : Epoch 1982 | loss: 0.0312101 | val_loss: 0.0312135 | Time: 3477.77 ms
[2022-04-20 18:34:38 main:581] : INFO : Epoch 1983 | loss: 0.0312115 | val_loss: 0.0312152 | Time: 3470.2 ms
[2022-04-20 18:34:41 main:581] : INFO : Epoch 1984 | loss: 0.03121 | val_loss: 0.0312139 | Time: 3480.22 ms
[2022-04-20 18:34:45 main:581] : INFO : Epoch 1985 | loss: 0.0312106 | val_loss: 0.0312156 | Time: 3467.84 ms
[2022-04-20 18:34:48 main:581] : INFO : Epoch 1986 | loss: 0.0312101 | val_loss: 0.0312142 | Time: 3472.15 ms
[2022-04-20 18:34:52 main:581] : INFO : Epoch 1987 | loss: 0.0312107 | val_loss: 0.0312143 | Time: 3497.25 ms
[2022-04-20 18:34:55 main:581] : INFO : Epoch 1988 | loss: 0.0312096 | val_loss: 0.0312135 | Time: 3479.06 ms
[2022-04-20 18:34:59 main:581] : INFO : Epoch 1989 | loss: 0.0312095 | val_loss: 0.0312133 | Time: 3489.87 ms
[2022-04-20 18:35:02 main:581] : INFO : Epoch 1990 | loss: 0.0312091 | val_loss: 0.0312139 | Time: 3488.73 ms
[2022-04-20 18:35:06 main:581] : INFO : Epoch 1991 | loss: 0.031209 | val_loss: 0.031213 | Time: 3474.9 ms
[2022-04-20 18:35:09 main:581] : INFO : Epoch 1992 | loss: 0.0312091 | val_loss: 0.0312149 | Time: 3469.08 ms
[2022-04-20 18:35:13 main:581] : INFO : Epoch 1993 | loss: 0.0312105 | val_loss: 0.031214 | Time: 3475.37 ms
[2022-04-20 18:35:16 main:581] : INFO : Epoch 1994 | loss: 0.0312096 | val_loss: 0.0312131 | Time: 3474.77 ms
[2022-04-20 18:35:20 main:581] : INFO : Epoch 1995 | loss: 0.0312095 | val_loss: 0.0312144 | Time: 3482.45 ms
[2022-04-20 18:35:23 main:581] : INFO : Epoch 1996 | loss: 0.0312097 | val_loss: 0.0312136 | Time: 3491.51 ms
[2022-04-20 18:35:27 main:581] : INFO : Epoch 1997 | loss: 0.0312101 | val_loss: 0.0312148 | Time: 3477.82 ms
[2022-04-20 18:35:30 main:581] : INFO : Epoch 1998 | loss: 0.0312101 | val_loss: 0.0312137 | Time: 3476.62 ms
[2022-04-20 18:35:34 main:581] : INFO : Epoch 1999 | loss: 0.0312101 | val_loss: 0.0312135 | Time: 3483.71 ms
[2022-04-20 18:35:37 main:581] : INFO : Epoch 2000 | loss: 0.0312106 | val_loss: 0.0312135 | Time: 3478.59 ms
[2022-04-20 18:35:40 main:581] : INFO : Epoch 2001 | loss: 0.0312106 | val_loss: 0.0312149 | Time: 3467.52 ms
[2022-04-20 18:35:44 main:581] : INFO : Epoch 2002 | loss: 0.0312133 | val_loss: 0.0312151 | Time: 3485.17 ms
[2022-04-20 18:35:47 main:581] : INFO : Epoch 2003 | loss: 0.0312131 | val_loss: 0.0312153 | Time: 3485.09 ms
[2022-04-20 18:35:51 main:581] : INFO : Epoch 2004 | loss: 0.0312117 | val_loss: 0.0312165 | Time: 3472.28 ms
[2022-04-20 18:35:54 main:581] : INFO : Epoch 2005 | loss: 0.0312122 | val_loss: 0.0312163 | Time: 3480.31 ms
[2022-04-20 18:35:58 main:581] : INFO : Epoch 2006 | loss: 0.0312138 | val_loss: 0.0312172 | Time: 3467.25 ms
[2022-04-20 18:36:01 main:581] : INFO : Epoch 2007 | loss: 0.0312145 | val_loss: 0.0312173 | Time: 3477.75 ms
[2022-04-20 18:36:05 main:581] : INFO : Epoch 2008 | loss: 0.0312141 | val_loss: 0.0312159 | Time: 3494.03 ms
[2022-04-20 18:36:08 main:581] : INFO : Epoch 2009 | loss: 0.0312146 | val_loss: 0.0312154 | Time: 3484.11 ms
[2022-04-20 18:36:12 main:581] : INFO : Epoch 2010 | loss: 0.0312135 | val_loss: 0.0312154 | Time: 3492.48 ms
[2022-04-20 18:36:15 main:581] : INFO : Epoch 2011 | loss: 0.0312126 | val_loss: 0.0312149 | Time: 3483.66 ms
[2022-04-20 18:36:19 main:581] : INFO : Epoch 2012 | loss: 0.0312123 | val_loss: 0.031215 | Time: 3473.73 ms
[2022-04-20 18:36:22 main:581] : INFO : Epoch 2013 | loss: 0.0312125 | val_loss: 0.0312165 | Time: 3471.36 ms
[2022-04-20 18:36:26 main:581] : INFO : Epoch 2014 | loss: 0.0312119 | val_loss: 0.0312182 | Time: 3484.18 ms
[2022-04-20 18:36:29 main:581] : INFO : Epoch 2015 | loss: 0.0312156 | val_loss: 0.0312171 | Time: 3473.47 ms
[2022-04-20 18:36:33 main:581] : INFO : Epoch 2016 | loss: 0.0312141 | val_loss: 0.0312167 | Time: 3478.41 ms
[2022-04-20 18:36:36 main:581] : INFO : Epoch 2017 | loss: 0.0312138 | val_loss: 0.0312161 | Time: 3487.68 ms
[2022-04-20 18:36:40 main:581] : INFO : Epoch 2018 | loss: 0.0312133 | val_loss: 0.0312157 | Time: 3478.88 ms
[2022-04-20 18:36:43 main:581] : INFO : Epoch 2019 | loss: 0.0312123 | val_loss: 0.0312153 | Time: 3479.03 ms
[2022-04-20 18:36:47 main:581] : INFO : Epoch 2020 | loss: 0.0312116 | val_loss: 0.0312148 | Time: 3491.25 ms
[2022-04-20 18:36:50 main:581] : INFO : Epoch 2021 | loss: 0.0312122 | val_loss: 0.0312153 | Time: 3485.81 ms
[2022-04-20 18:36:54 main:581] : INFO : Epoch 2022 | loss: 0.0312119 | val_loss: 0.0312162 | Time: 3462.34 ms
[2022-04-20 18:36:57 main:581] : INFO : Epoch 2023 | loss: 0.0312132 | val_loss: 0.0312175 | Time: 3488.04 ms
[2022-04-20 18:37:01 main:581] : INFO : Epoch 2024 | loss: 0.0312163 | val_loss: 0.0312198 | Time: 3481.46 ms
[2022-04-20 18:37:04 main:581] : INFO : Epoch 2025 | loss: 0.0312147 | val_loss: 0.0312157 | Time: 3473.05 ms
[2022-04-20 18:37:08 main:581] : INFO : Epoch 2026 | loss: 0.0312136 | val_loss: 0.0312157 | Time: 3479.26 ms
[2022-04-20 18:37:11 main:581] : INFO : Epoch 2027 | loss: 0.031214 | val_loss: 0.0312174 | Time: 3473.6 ms
[2022-04-20 18:37:14 main:581] : INFO : Epoch 2028 | loss: 0.0312133 | val_loss: 0.0312156 | Time: 3473.95 ms
[2022-04-20 18:37:18 main:581] : INFO : Epoch 2029 | loss: 0.0312128 | val_loss: 0.0312166 | Time: 3493 ms
[2022-04-20 18:37:21 main:581] : INFO : Epoch 2030 | loss: 0.0312142 | val_loss: 0.0312152 | Time: 3483.9 ms
[2022-04-20 18:37:25 main:581] : INFO : Epoch 2031 | loss: 0.0312152 | val_loss: 0.0312157 | Time: 3489.96 ms
[2022-04-20 18:37:28 main:581] : INFO : Epoch 2032 | loss: 0.0312149 | val_loss: 0.0312176 | Time: 3487.16 ms
[2022-04-20 18:37:32 main:581] : INFO : Epoch 2033 | loss: 0.0312198 | val_loss: 0.0312202 | Time: 3477.86 ms
[2022-04-20 18:37:35 main:581] : INFO : Epoch 2034 | loss: 0.0312183 | val_loss: 0.0312173 | Time: 3472.49 ms
[2022-04-20 18:37:39 main:581] : INFO : Epoch 2035 | loss: 0.0312159 | val_loss: 0.0312147 | Time: 3478.41 ms
[2022-04-20 18:37:42 main:581] : INFO : Epoch 2036 | loss: 0.0312166 | val_loss: 0.0312146 | Time: 3473.28 ms
[2022-04-20 18:37:46 main:581] : INFO : Epoch 2037 | loss: 0.0312153 | val_loss: 0.0312147 | Time: 3484.12 ms
[2022-04-20 18:37:49 main:581] : INFO : Epoch 2038 | loss: 0.0312154 | val_loss: 0.0312151 | Time: 3494.05 ms
[2022-04-20 18:37:53 main:581] : INFO : Epoch 2039 | loss: 0.0312155 | val_loss: 0.0312152 | Time: 3480.18 ms
[2022-04-20 18:37:56 main:581] : INFO : Epoch 2040 | loss: 0.0312166 | val_loss: 0.031215 | Time: 3479.38 ms
[2022-04-20 18:38:00 main:581] : INFO : Epoch 2041 | loss: 0.0312147 | val_loss: 0.0312159 | Time: 3494.08 ms
[2022-04-20 18:38:03 main:581] : INFO : Epoch 2042 | loss: 0.0312141 | val_loss: 0.0312146 | Time: 3483.02 ms
[2022-04-20 18:38:07 main:581] : INFO : Epoch 2043 | loss: 0.0312132 | val_loss: 0.0312156 | Time: 3468.09 ms
[2022-04-20 18:38:10 main:581] : INFO : Epoch 2044 | loss: 0.0312127 | val_loss: 0.0312163 | Time: 3484.64 ms
[2022-04-20 18:38:14 main:581] : INFO : Epoch 2045 | loss: 0.0312144 | val_loss: 0.0312139 | Time: 3485.26 ms
[2022-04-20 18:38:17 main:581] : INFO : Epoch 2046 | loss: 0.031213 | val_loss: 0.0312144 | Time: 3470.95 ms
[2022-04-20 18:38:21 main:581] : INFO : Epoch 2047 | loss: 0.0312134 | val_loss: 0.0312136 | Time: 3480.35 ms
[2022-04-20 18:38:24 main:581] : INFO : Epoch 2048 | loss: 0.0312134 | val_loss: 0.0312139 | Time: 3473.37 ms
[2022-04-20 18:38:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312139
[2022-04-20 18:38:24 main:610] : INFO : Saving end state to config to file
[2022-04-20 18:38:24 main:615] : INFO : Success, exiting..
18:38:24 (14060): 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)