interpolation_logs / qqp_interpol@34110steps /19331484_interpolate_models.out
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Upload qqp_interpol@34110steps/19331484_interpolate_models.out
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Mon May 9 16:43:21 2022
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 470.57.02 Driver Version: 470.57.02 CUDA Version: 11.4 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|===============================+======================+======================|
| 0 Quadro RTX 8000 On | 00000000:2F:00.0 Off | 0 |
| N/A 58C P8 36W / 250W | 0MiB / 45556MiB | 0% Default |
| | | N/A |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=============================================================================|
| No running processes found |
+-----------------------------------------------------------------------------+
Obtaining file:///scratch/rb5139/constellations/src
Preparing metadata (setup.py): started
Preparing metadata (setup.py): finished with status 'done'
Installing collected packages: constellations
Attempting uninstall: constellations
Found existing installation: constellations 0.0.0
Uninstalling constellations-0.0.0:
Successfully uninstalled constellations-0.0.0
Running setup.py develop for constellations
Successfully installed constellations-0.0.0
Creating .ZBU27M9AA9JEQX7Q5OHX, for loading in git data
Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-95.pt
Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-95.pt
Creating .22ADG6UC9CPSDULOOPOO, for loading in git data
Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-96.pt
Euclidean distance between 95 and 96: 21.227619171142578.
Interpolating between 95 and 96 on qqp
[0.0, 1.0]
point_num loss accuracy f1
----------- -------- ---------- --------
0 0.2750 0.9199 0.8871
[0.1111111111111111, 0.8888888888888888]
point_num loss accuracy f1
----------- -------- ---------- --------
1 0.2627 0.9160 0.8828
[0.2222222222222222, 0.7777777777777778]
point_num loss accuracy f1
----------- -------- ---------- --------
2 0.2579 0.9102 0.8757
[0.3333333333333333, 0.6666666666666667]
point_num loss accuracy f1
----------- -------- ---------- --------
3 0.2597 0.9141 0.8824
[0.4444444444444444, 0.5555555555555556]
point_num loss accuracy f1
----------- -------- ---------- --------
4 0.2635 0.9141 0.8830
[0.5555555555555556, 0.4444444444444444]
point_num loss accuracy f1
----------- -------- ---------- --------
5 0.2589 0.9121 0.8794
[0.6666666666666666, 0.33333333333333337]
point_num loss accuracy f1
----------- -------- ---------- --------
6 0.2543 0.9102 0.8750
[0.7777777777777777, 0.22222222222222232]
point_num loss accuracy f1
----------- -------- ---------- --------
7 0.2535 0.9102 0.8750
[0.8888888888888888, 0.11111111111111116]
point_num loss accuracy f1
----------- -------- ---------- --------
8 0.2549 0.9102 0.8743
[1.0, 0.0]
point_num loss accuracy f1
----------- -------- ---------- --------
9 0.2586 0.9180 0.8840
Completed interpolation from 95 to 96
Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-95.pt
Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-95.pt
Creating .M4QERO8KRKR82LDP8K92, for loading in git data
Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-97.pt
Euclidean distance between 95 and 97: 22.05683708190918.
Interpolating between 95 and 97 on qqp
[0.0, 1.0]
point_num loss accuracy f1
----------- -------- ---------- --------
0 0.2718 0.9043 0.8650
[0.1111111111111111, 0.8888888888888888]
point_num loss accuracy f1
----------- -------- ---------- --------
1 0.2521 0.9062 0.8689
[0.2222222222222222, 0.7777777777777778]
point_num loss accuracy f1
----------- -------- ---------- --------
2 0.2449 0.9121 0.8780
[0.3333333333333333, 0.6666666666666667]
point_num loss accuracy f1
----------- -------- ---------- --------
3 0.2464 0.9043 0.8686
[0.4444444444444444, 0.5555555555555556]
point_num loss accuracy f1
----------- -------- ---------- --------
4 0.2503 0.9062 0.8723
[0.5555555555555556, 0.4444444444444444]
point_num loss accuracy f1
----------- -------- ---------- --------
5 0.2499 0.9082 0.8747
[0.6666666666666666, 0.33333333333333337]
point_num loss accuracy f1
----------- -------- ---------- --------
6 0.2486 0.9082 0.8740
[0.7777777777777777, 0.22222222222222232]
point_num loss accuracy f1
----------- -------- ---------- --------
7 0.2479 0.9121 0.8787
[0.8888888888888888, 0.11111111111111116]
point_num loss accuracy f1
----------- -------- ---------- --------
8 0.2515 0.9121 0.8774
[1.0, 0.0]
point_num loss accuracy f1
----------- -------- ---------- --------
9 0.2586 0.9180 0.8840
Completed interpolation from 95 to 97
Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-95.pt
Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-95.pt
Creating .K58Z3RBU7BYNWVHTW0RK, for loading in git data
Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-98.pt
Euclidean distance between 95 and 98: 21.55661392211914.
Interpolating between 95 and 98 on qqp
[0.0, 1.0]
point_num loss accuracy f1
----------- -------- ---------- --------
0 0.2615 0.9043 0.8643
[0.1111111111111111, 0.8888888888888888]
point_num loss accuracy f1
----------- -------- ---------- --------
1 0.2454 0.9102 0.8736
[0.2222222222222222, 0.7777777777777778]
point_num loss accuracy f1
----------- -------- ---------- --------
2 0.2377 0.9062 0.8696
[0.3333333333333333, 0.6666666666666667]
point_num loss accuracy f1
----------- -------- ---------- --------
3 0.2365 0.9082 0.8733
[0.4444444444444444, 0.5555555555555556]
point_num loss accuracy f1
----------- -------- ---------- --------
4 0.2385 0.9043 0.8686
[0.5555555555555556, 0.4444444444444444]
point_num loss accuracy f1
----------- -------- ---------- --------
5 0.2371 0.9062 0.8710
[0.6666666666666666, 0.33333333333333337]
point_num loss accuracy f1
----------- -------- ---------- --------
6 0.2366 0.9102 0.8763
[0.7777777777777777, 0.22222222222222232]
point_num loss accuracy f1
----------- -------- ---------- --------
7 0.2397 0.9141 0.8811
[0.8888888888888888, 0.11111111111111116]
point_num loss accuracy f1
----------- -------- ---------- --------
8 0.2473 0.9121 0.8774
[1.0, 0.0]
point_num loss accuracy f1
----------- -------- ---------- --------
9 0.2586 0.9180 0.8840
Completed interpolation from 95 to 98
Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-95.pt
Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-95.pt
Creating .H3XY655L4662XWNJ8OW4, for loading in git data
Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-99.pt
Euclidean distance between 95 and 99: 23.654468536376953.
Interpolating between 95 and 99 on qqp
[0.0, 1.0]
point_num loss accuracy f1
----------- -------- ---------- --------
0 0.2525 0.9121 0.8747
[0.1111111111111111, 0.8888888888888888]
point_num loss accuracy f1
----------- -------- ---------- --------
1 0.2205 0.9160 0.8815
[0.2222222222222222, 0.7777777777777778]
point_num loss accuracy f1
----------- -------- ---------- --------
2 0.2124 0.9121 0.8787
[0.3333333333333333, 0.6666666666666667]
point_num loss accuracy f1
----------- -------- ---------- --------
3 0.2256 0.9160 0.8847
[0.4444444444444444, 0.5555555555555556]
point_num loss accuracy f1
----------- -------- ---------- --------
4 0.2396 0.9062 0.8750
[0.5555555555555556, 0.4444444444444444]
point_num loss accuracy f1
----------- -------- ---------- --------
5 0.2367 0.9082 0.8779
[0.6666666666666666, 0.33333333333333337]
point_num loss accuracy f1
----------- -------- ---------- --------
6 0.2279 0.9004 0.8661
[0.7777777777777777, 0.22222222222222232]
point_num loss accuracy f1
----------- -------- ---------- --------
7 0.2287 0.9082 0.8747
[0.8888888888888888, 0.11111111111111116]
point_num loss accuracy f1
----------- -------- ---------- --------
8 0.2399 0.9082 0.8726
[1.0, 0.0]
point_num loss accuracy f1
----------- -------- ---------- --------
9 0.2586 0.9180 0.8840
Completed interpolation from 95 to 99
Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-96.pt
Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-96.pt
Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-97.pt
Euclidean distance between 96 and 97: 21.759183883666992.
Interpolating between 96 and 97 on qqp
[0.0, 1.0]
point_num loss accuracy f1
----------- -------- ---------- --------
0 0.2718 0.9043 0.8650
[0.1111111111111111, 0.8888888888888888]
point_num loss accuracy f1
----------- -------- ---------- --------
1 0.2492 0.9023 0.8626
[0.2222222222222222, 0.7777777777777778]
point_num loss accuracy f1
----------- -------- ---------- --------
2 0.2397 0.9062 0.8696
[0.3333333333333333, 0.6666666666666667]
point_num loss accuracy f1
----------- -------- ---------- --------
3 0.2407 0.9062 0.8703
[0.4444444444444444, 0.5555555555555556]
point_num loss accuracy f1
----------- -------- ---------- --------
4 0.2450 0.9082 0.8733
[0.5555555555555556, 0.4444444444444444]
point_num loss accuracy f1
----------- -------- ---------- --------
5 0.2472 0.9082 0.8733
[0.6666666666666666, 0.33333333333333337]
point_num loss accuracy f1
----------- -------- ---------- --------
6 0.2496 0.9082 0.8733
[0.7777777777777777, 0.22222222222222232]
point_num loss accuracy f1
----------- -------- ---------- --------
7 0.2544 0.9121 0.8780
[0.8888888888888888, 0.11111111111111116]
point_num loss accuracy f1
----------- -------- ---------- --------
8 0.2621 0.9160 0.8828
[1.0, 0.0]
point_num loss accuracy f1
----------- -------- ---------- --------
9 0.2750 0.9199 0.8871
Completed interpolation from 96 to 97
Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-96.pt
Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-96.pt
Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-98.pt
Euclidean distance between 96 and 98: 21.64398193359375.
Interpolating between 96 and 98 on qqp
[0.0, 1.0]
point_num loss accuracy f1
----------- -------- ---------- --------
0 0.2615 0.9043 0.8643
[0.1111111111111111, 0.8888888888888888]
point_num loss accuracy f1
----------- -------- ---------- --------
1 0.2520 0.9082 0.8705
[0.2222222222222222, 0.7777777777777778]
point_num loss accuracy f1
----------- -------- ---------- --------
2 0.2506 0.9082 0.8726
[0.3333333333333333, 0.6666666666666667]
point_num loss accuracy f1
----------- -------- ---------- --------
3 0.2560 0.9062 0.8703
[0.4444444444444444, 0.5555555555555556]
point_num loss accuracy f1
----------- -------- ---------- --------
4 0.2614 0.9062 0.8710
[0.5555555555555556, 0.4444444444444444]
point_num loss accuracy f1
----------- -------- ---------- --------
5 0.2635 0.9102 0.8763
[0.6666666666666666, 0.33333333333333337]
point_num loss accuracy f1
----------- -------- ---------- --------
6 0.2606 0.9102 0.8757
[0.7777777777777777, 0.22222222222222232]
point_num loss accuracy f1
----------- -------- ---------- --------
7 0.2561 0.9102 0.8750
[0.8888888888888888, 0.11111111111111116]
point_num loss accuracy f1
----------- -------- ---------- --------
8 0.2618 0.9160 0.8828
[1.0, 0.0]
point_num loss accuracy f1
----------- -------- ---------- --------
9 0.2750 0.9199 0.8871
Completed interpolation from 96 to 98
Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-96.pt
Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-96.pt
Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-99.pt
Euclidean distance between 96 and 99: 23.395904541015625.
Interpolating between 96 and 99 on qqp
[0.0, 1.0]
point_num loss accuracy f1
----------- -------- ---------- --------
0 0.2525 0.9121 0.8747
[0.1111111111111111, 0.8888888888888888]
point_num loss accuracy f1
----------- -------- ---------- --------
1 0.2166 0.9180 0.8846
[0.2222222222222222, 0.7777777777777778]
point_num loss accuracy f1
----------- -------- ---------- --------
2 0.2077 0.9160 0.8835
[0.3333333333333333, 0.6666666666666667]
point_num loss accuracy f1
----------- -------- ---------- --------
3 0.2256 0.9121 0.8819
[0.4444444444444444, 0.5555555555555556]
point_num loss accuracy f1
----------- -------- ---------- --------
4 0.2477 0.9102 0.8814
[0.5555555555555556, 0.4444444444444444]
point_num loss accuracy f1
----------- -------- ---------- --------
5 0.2501 0.8965 0.8638
[0.6666666666666666, 0.33333333333333337]
point_num loss accuracy f1
----------- -------- ---------- --------
6 0.2390 0.9121 0.8819
[0.7777777777777777, 0.22222222222222232]
point_num loss accuracy f1
----------- -------- ---------- --------
7 0.2365 0.9180 0.8877
[0.8888888888888888, 0.11111111111111116]
point_num loss accuracy f1
----------- -------- ---------- --------
8 0.2499 0.9121 0.8780
[1.0, 0.0]
point_num loss accuracy f1
----------- -------- ---------- --------
9 0.2750 0.9199 0.8871
Completed interpolation from 96 to 99
Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-97.pt
Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-97.pt
Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-98.pt
Euclidean distance between 97 and 98: 22.01187515258789.
Interpolating between 97 and 98 on qqp
[0.0, 1.0]
point_num loss accuracy f1
----------- -------- ---------- --------
0 0.2615 0.9043 0.8643
[0.1111111111111111, 0.8888888888888888]
point_num loss accuracy f1
----------- -------- ---------- --------
1 0.2491 0.9043 0.8658
[0.2222222222222222, 0.7777777777777778]
point_num loss accuracy f1
----------- -------- ---------- --------
2 0.2436 0.9062 0.8696
[0.3333333333333333, 0.6666666666666667]
point_num loss accuracy f1
----------- -------- ---------- --------
3 0.2435 0.9043 0.8679
[0.4444444444444444, 0.5555555555555556]
point_num loss accuracy f1
----------- -------- ---------- --------
4 0.2454 0.9043 0.8686
[0.5555555555555556, 0.4444444444444444]
point_num loss accuracy f1
----------- -------- ---------- --------
5 0.2462 0.9062 0.8710
[0.6666666666666666, 0.33333333333333337]
point_num loss accuracy f1
----------- -------- ---------- --------
6 0.2445 0.9062 0.8703
[0.7777777777777777, 0.22222222222222232]
point_num loss accuracy f1
----------- -------- ---------- --------
7 0.2445 0.9082 0.8733
[0.8888888888888888, 0.11111111111111116]
point_num loss accuracy f1
----------- -------- ---------- --------
8 0.2521 0.9023 0.8634
[1.0, 0.0]
point_num loss accuracy f1
----------- -------- ---------- --------
9 0.2718 0.9043 0.8650
Completed interpolation from 97 to 98
Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-97.pt
Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-97.pt
Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-99.pt
Euclidean distance between 97 and 99: 22.550342559814453.
Interpolating between 97 and 99 on qqp
[0.0, 1.0]
point_num loss accuracy f1
----------- -------- ---------- --------
0 0.2525 0.9121 0.8747
[0.1111111111111111, 0.8888888888888888]
point_num loss accuracy f1
----------- -------- ---------- --------
1 0.2255 0.9082 0.8691
[0.2222222222222222, 0.7777777777777778]
point_num loss accuracy f1
----------- -------- ---------- --------
2 0.2143 0.9082 0.8705
[0.3333333333333333, 0.6666666666666667]
point_num loss accuracy f1
----------- -------- ---------- --------
3 0.2168 0.9082 0.8712
[0.4444444444444444, 0.5555555555555556]
point_num loss accuracy f1
----------- -------- ---------- --------
4 0.2236 0.9062 0.8703
[0.5555555555555556, 0.4444444444444444]
point_num loss accuracy f1
----------- -------- ---------- --------
5 0.2264 0.9023 0.8649
[0.6666666666666666, 0.33333333333333337]
point_num loss accuracy f1
----------- -------- ---------- --------
6 0.2249 0.9004 0.8625
[0.7777777777777777, 0.22222222222222232]
point_num loss accuracy f1
----------- -------- ---------- --------
7 0.2301 0.8984 0.8587
[0.8888888888888888, 0.11111111111111116]
point_num loss accuracy f1
----------- -------- ---------- --------
8 0.2452 0.9043 0.8650
[1.0, 0.0]
point_num loss accuracy f1
----------- -------- ---------- --------
9 0.2718 0.9043 0.8650
Completed interpolation from 97 to 99
Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-98.pt
Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-98.pt
Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack.
Trying to load model from connectivity/bert_ft_qqp-99.pt
Euclidean distance between 98 and 99: 23.562227249145508.
Interpolating between 98 and 99 on qqp
[0.0, 1.0]
point_num loss accuracy f1
----------- -------- ---------- --------
0 0.2525 0.9121 0.8747
[0.1111111111111111, 0.8888888888888888]
point_num loss accuracy f1
----------- -------- ---------- --------
1 0.2209 0.9082 0.8691
[0.2222222222222222, 0.7777777777777778]
point_num loss accuracy f1
----------- -------- ---------- --------
2 0.2165 0.9062 0.8674
[0.3333333333333333, 0.6666666666666667]
point_num loss accuracy f1
----------- -------- ---------- --------
3 0.2397 0.9102 0.8743
[0.4444444444444444, 0.5555555555555556]
point_num loss accuracy f1
----------- -------- ---------- --------
4 0.2687 0.9082 0.8719
[0.5555555555555556, 0.4444444444444444]
point_num loss accuracy f1
----------- -------- ---------- --------
5 0.2624 0.9023 0.8649
[0.6666666666666666, 0.33333333333333337]
point_num loss accuracy f1
----------- -------- ---------- --------
6 0.2375 0.9082 0.8747
[0.7777777777777777, 0.22222222222222232]
point_num loss accuracy f1
----------- -------- ---------- --------
7 0.2306 0.9062 0.8717
[0.8888888888888888, 0.11111111111111116]
point_num loss accuracy f1
----------- -------- ---------- --------
8 0.2399 0.9102 0.8757
[1.0, 0.0]
point_num loss accuracy f1
----------- -------- ---------- --------
9 0.2615 0.9043 0.8643
Completed interpolation from 98 to 99
Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@34110steps/interpol_qqp_validation19.pkl!