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---------------------------------------
Begin PBS Prologue Mon Nov 30 02:00:08 EST 2020
Job ID: 61499.sched-pace-ice.pace.gatech.edu
User ID: asingh609
Job name: asingh_amptorch_job
Queue: pace-ice
End PBS Prologue Mon Nov 30 02:00:08 EST 2020
---------------------------------------
---------------------------------------
Begin PBS Epilogue Mon Nov 30 02:00:15 EST 2020
Job ID: 61499.sched-pace-ice.pace.gatech.edu
User ID: asingh609
Job name: asingh_amptorch_job
Resources: nodes=4:ppn=4,walltime=01:00:00,neednodes=4:ppn=4
Rsrc Used: cput=00:00:04,vmem=0kb,walltime=00:00:07,mem=0kb,energy_used=0
Queue: pace-ice
Nodes:
atl1-1-02-012-5-l.pace.gatech.edu
End PBS Epilogue Mon Nov 30 02:00:15 EST 2020
---------------------------------------
---------------------------------------
Begin PBS Prologue Mon Nov 30 02:52:19 EST 2020
Job ID: 61500.sched-pace-ice.pace.gatech.edu
User ID: asingh609
Job name: asingh_amptorch_job
Queue: pace-ice
End PBS Prologue Mon Nov 30 02:52:19 EST 2020
---------------------------------------
Results saved to ./checkpoints/2020-11-30-02-53-25-test
---------------------------------------
Begin PBS Epilogue Mon Nov 30 02:53:26 EST 2020
Job ID: 61500.sched-pace-ice.pace.gatech.edu
User ID: asingh609
Job name: asingh_amptorch_job
Resources: nodes=4:ppn=4,walltime=01:00:00,neednodes=4:ppn=4
Rsrc Used: cput=00:00:10,vmem=1757744kb,walltime=00:01:07,mem=139684kb,energy_used=0
Queue: pace-ice
Nodes:
atl1-1-02-012-5-l.pace.gatech.edu
End PBS Epilogue Mon Nov 30 02:53:42 EST 2020
---------------------------------------
---------------------------------------
Begin PBS Prologue Mon Nov 30 02:55:56 EST 2020
Job ID: 61501.sched-pace-ice.pace.gatech.edu
User ID: asingh609
Job name: asingh_amptorch_job
Queue: pace-ice
End PBS Prologue Mon Nov 30 02:55:56 EST 2020
---------------------------------------
Results saved to ./checkpoints/2020-11-30-02-56-12-test
Loading dataset: 360 images
Loading model: 963 parameters
Loading skorch trainer
epoch train_energy_mae train_forces_mae train_loss val_energy_mae val_forces_mae valid_loss cp dur
------- ------------------ ------------------ ------------ ---------------- ---------------- ------------ ---- ------
1 [36m730.2301[0m [32m1.5514[0m [35m189.0586[0m [31m26.1695[0m [94m1.5309[0m [36m0.5482[0m + 7.8511
2 [36m268.7341[0m [32m1.4289[0m [35m23.1265[0m 111.9169 [94m1.4837[0m 3.3959 + 7.6863
3 [36m155.3755[0m [32m1.4078[0m [35m7.9848[0m 96.5471 [94m1.4481[0m 2.4876 + 7.6763
4 [36m93.6805[0m [32m1.3770[0m [35m2.8523[0m 72.9795 [94m1.4479[0m 1.5429 + 7.6790
5 [36m54.9170[0m [32m1.3766[0m [35m1.2652[0m 51.8931 [94m1.4382[0m 0.7220 + 7.5633
6 [36m32.4299[0m [32m1.3722[0m [35m0.5233[0m 27.1673 1.4418 [36m0.2676[0m 7.6854
7 [36m18.0613[0m 1.3730 [35m0.2751[0m [31m11.5515[0m 1.4407 [36m0.0388[0m 7.6730
8 [36m9.9909[0m 1.3745 [35m0.1774[0m [31m8.3241[0m 1.4422 [36m0.0246[0m 7.6666
9 [36m8.9581[0m 1.3756 [35m0.1487[0m [31m7.5884[0m 1.4431 [36m0.0182[0m 7.6037
10 [36m8.0845[0m 1.3768 [35m0.1390[0m [31m7.3014[0m 1.4439 [36m0.0163[0m 7.6063
11 8.4305 1.3778 [35m0.1241[0m 7.8728 1.4447 0.0265 7.6231
12 8.5457 1.3784 [35m0.1180[0m 8.6221 1.4445 0.0217 7.5959
13 9.0274 1.3786 [35m0.1121[0m 7.6711 1.4449 0.0225 7.5977
14 8.5542 1.3787 [35m0.1003[0m 8.2140 1.4445 0.0287 7.5915
15 8.6099 1.3782 [35m0.0956[0m 8.3895 1.4438 0.0316 7.6029
16 8.7125 1.3775 [35m0.0915[0m 8.5353 1.4429 0.0337 7.4128
17 8.9130 1.3768 [35m0.0898[0m 8.7728 1.4423 0.0366 7.6059
18 9.1634 1.3762 [35m0.0889[0m 9.4448 1.4416 0.0473 7.6210
19 9.4459 1.3755 [35m0.0866[0m 11.1841 1.4409 0.0658 7.5121
20 9.9473 1.3743 [35m0.0804[0m 11.5099 1.4394 0.0755 7.6076
21 10.4540 1.3729 0.0824 9.7031 [94m1.4381[0m 0.0614 + 7.5978
22 9.4546 [32m1.3719[0m [35m0.0775[0m 11.1939 [94m1.4371[0m 0.0607 + 7.6258
23 10.3291 [32m1.3709[0m 0.0908 9.6839 [94m1.4363[0m 0.0618 + 7.5960
24 9.4885 [32m1.3700[0m 0.0804 10.2937 [94m1.4355[0m 0.0678 + 7.5969
25 9.0907 [32m1.3696[0m [35m0.0665[0m 11.5974 [94m1.4353[0m 0.0961 + 7.3937
26 9.1589 [32m1.3691[0m 0.2363 12.9026 [94m1.4348[0m 0.0842 + 7.6223
27 18.1599 1.3712 0.1283 14.8614 1.4375 0.1393 7.5222
28 13.3281 1.3722 0.0902 15.4207 1.4358 0.1607 7.4770
29 11.7844 1.3697 0.0782 13.6346 [94m1.4329[0m 0.1547 + 7.5394
30 9.8362 [32m1.3666[0m 0.0783 11.8945 [94m1.4306[0m 0.1442 + 7.5251
31 9.1176 [32m1.3647[0m [35m0.0561[0m 11.0418 [94m1.4297[0m 0.1277 + 7.4960
32 8.9528 [32m1.3638[0m [35m0.0546[0m 11.4059 [94m1.4290[0m 0.1411 + 7.5389
33 8.9391 [32m1.3631[0m 0.0557 12.1127 [94m1.4284[0m 0.1538 + 7.6127
34 8.9795 [32m1.3621[0m 0.0552 10.9695 [94m1.4276[0m 0.1394 + 7.6170
35 8.6912 [32m1.3617[0m 0.0558 11.2981 [94m1.4275[0m 0.1433 + 7.6296
36 8.6004 [32m1.3615[0m 0.0549 10.4574 [94m1.4275[0m 0.1276 + 7.6357
37 8.4240 1.3616 [35m0.0520[0m 10.3161 1.4277 0.1156 7.6353
38 8.4248 1.3615 0.0686 10.6440 1.4276 0.1089 7.5338
39 8.3538 1.3618 0.0679 10.5435 1.4283 0.1011 7.6349
40 8.9725 1.3626 0.0530 10.1977 1.4290 0.0955 7.6112
41 8.5226 1.3627 [35m0.0516[0m 10.1512 1.4288 0.1045 7.6115
42 8.3470 1.3623 [35m0.0502[0m 9.7845 1.4284 0.1006 7.6152
43 9.0908 1.3618 0.0549 10.4898 1.4277 0.0931 7.6178
44 10.5952 [32m1.3610[0m 0.0675 11.0182 [94m1.4270[0m 0.0926 + 7.6101
45 9.6399 [32m1.3601[0m 0.0716 9.7875 [94m1.4263[0m 0.0893 + 7.6072
46 8.8873 [32m1.3592[0m 0.0578 9.7986 [94m1.4256[0m 0.1133 + 7.6272
47 [36m7.9625[0m [32m1.3586[0m [35m0.0489[0m 9.6744 [94m1.4254[0m 0.1110 + 7.6094
48 [36m7.5921[0m 1.3586 [35m0.0461[0m 9.1821 1.4256 0.0995 7.6162
49 7.9481 1.3591 0.0480 10.1944 1.4264 0.1108 7.6185
50 7.9297 1.3600 [35m0.0461[0m 11.5748 1.4268 0.1283 7.6409
51 8.2112 1.3598 [35m0.0453[0m 10.1931 1.4265 0.1088 7.5226
52 7.7814 1.3593 0.0465 9.6269 1.4258 0.0877 7.5493
53 8.1995 1.3587 0.0492 10.8166 1.4257 0.0875 7.5012
54 8.4317 1.3589 0.0471 10.4005 1.4259 0.0892 7.6731
55 8.0023 1.3589 0.0690 11.4059 1.4262 0.0896 7.6736
56 9.3355 1.3601 0.0615 13.1849 1.4276 0.0949 7.5672
57 10.7164 1.3608 0.0623 10.8286 1.4279 0.0817 7.5563
58 9.1195 1.3608 0.0508 10.0636 1.4277 0.0933 7.6479
59 8.7263 1.3605 0.0488 11.4792 1.4272 0.1149 7.6519
60 8.2005 1.3596 0.0454 10.9748 1.4266 0.1100 7.6462
61 7.9007 1.3590 [35m0.0440[0m 9.2959 1.4262 0.0888 7.6675
62 8.1248 1.3590 0.0490 8.7004 1.4261 0.0802 7.6509
63 [36m7.3220[0m [32m1.3582[0m [35m0.0419[0m 9.1785 [94m1.4254[0m 0.0920 + 7.6522
64 7.8153 [32m1.3577[0m 0.0443 9.3925 [94m1.4253[0m 0.0947 + 7.6217
65 7.4030 [32m1.3577[0m [35m0.0408[0m 8.7042 1.4253 0.0775 7.6585
66 [36m7.2255[0m [32m1.3577[0m 0.0412 8.5351 1.4253 0.0762 7.6499
67 7.7722 1.3577 0.0688 9.4172 1.4258 0.0731 7.4455
68 9.0534 1.3596 0.0466 10.8269 1.4282 0.0739 7.6534
69 8.8956 1.3607 0.0469 10.6913 1.4282 0.0947 7.6485
70 8.4791 1.3602 0.0592 8.9268 1.4275 0.0711 7.6622
71 8.3980 1.3601 0.0441 8.9779 1.4280 0.0709 7.6560
72 7.3848 1.3598 [35m0.0387[0m 8.6097 1.4273 0.0694 7.6553
73 [36m6.8227[0m 1.3588 [35m0.0381[0m 8.0463 1.4265 0.0636 7.6737
74 [36m6.7224[0m 1.3587 [35m0.0370[0m 8.3425 1.4269 0.0670 7.6597
75 7.1079 1.3589 0.0377 8.1898 1.4268 0.0619 7.6843
76 7.3155 1.3592 0.0374 8.5304 1.4274 0.0646 7.5686
77 8.2292 1.3592 0.0412 9.4718 1.4270 0.0816 7.5690
78 7.1873 1.3589 [35m0.0363[0m 8.5228 1.4267 0.0703 7.6654
79 6.9089 1.3582 0.0385 8.5951 1.4263 0.0590 7.6682
80 7.4731 1.3587 0.0364 8.5996 1.4274 0.0669 7.4593
81 6.7586 1.3592 0.0609 8.5436 1.4278 0.0552 7.6675
82 9.2974 1.3613 0.0498 9.5262 1.4305 0.0578 7.4495
83 8.5074 1.3614 0.0430 11.6239 1.4285 0.0964 7.3456
84 7.5136 1.3591 0.0365 7.8892 1.4269 0.0524 7.6703
85 7.2368 1.3586 0.0371 8.0586 1.4272 0.0598 7.6570
86 [36m6.5067[0m 1.3588 [35m0.0330[0m 7.9036 1.4270 0.0585 7.6636
87 [36m6.3012[0m 1.3581 [35m0.0315[0m 7.6954 1.4267 0.0555 7.6563
88 7.0103 1.3588 0.0361 9.7516 1.4277 0.0771 7.4476
89 8.2498 1.3590 0.0400 8.3544 1.4275 0.0624 7.6865
90 7.5177 1.3589 0.0364 7.7443 1.4272 0.0535 7.6489
91 6.5723 1.3580 0.0396 9.0309 1.4265 0.0497 7.6596
92 8.4974 1.3585 0.0431 8.2111 1.4278 0.0572 7.6798
93 7.3949 1.3594 0.0389 8.8415 1.4285 0.0612 7.5701
94 6.5957 1.3599 0.0320 8.1741 1.4286 0.0443 7.6712
95 7.5038 1.3600 0.0326 7.9588 1.4285 0.0528 7.6911
96 6.5528 1.3596 0.0319 8.7290 1.4283 0.0617 7.5670
97 6.7775 1.3590 0.0350 8.0550 1.4276 0.0442 7.5661
98 7.3280 1.3586 0.0359 7.4331 1.4274 0.0493 7.6636
99 [36m6.1963[0m 1.3585 0.0326 7.9934 1.4281 0.0449 7.4612
100 7.1371 1.3601 0.0326 8.6086 1.4294 0.0583 7.6658
Training completed in 765.9740495681763s
Energy MSE: 65.90497255432587
Energy MAE: 6.418507123243311
---------------------------------------
Begin PBS Epilogue Mon Nov 30 03:51:22 EST 2020
Job ID: 61501.sched-pace-ice.pace.gatech.edu
User ID: asingh609
Job name: asingh_amptorch_job
Resources: nodes=4:ppn=4,walltime=01:00:00,neednodes=4:ppn=4
Rsrc Used: cput=01:32:24,vmem=7837360kb,walltime=00:55:26,mem=5460384kb,energy_used=0
Queue: pace-ice
Nodes:
atl1-1-02-012-5-l.pace.gatech.edu
End PBS Epilogue Mon Nov 30 03:51:40 EST 2020
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