diff --git "a/qqp_interpol@34110steps/19331477_interpolate_models.out" "b/qqp_interpol@34110steps/19331477_interpolate_models.out" new file mode 100644--- /dev/null +++ "b/qqp_interpol@34110steps/19331477_interpolate_models.out" @@ -0,0 +1,12832 @@ +Mon May 9 22:44:46 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 | 00000000:06:00.0 Off | 0 | +| N/A 27C P8 13W / 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 .48AOBPWG3QRQ9RD05LF1, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .UTTPIV5XCGETIXJQLKMI, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Euclidean distance between 39 and 40: 22.029579162597656. +Interpolating between 39 and 40 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2763 0.9160 0.8815 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2561 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2480 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2503 0.9141 0.8817 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2563 0.9082 0.8747 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2597 0.9062 0.8717 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2585 0.9082 0.8747 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2585 0.9180 0.8865 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2596 0.9199 0.8889 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 40 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .NT8WMPMEHABKJDD6S1QK, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Euclidean distance between 39 and 41: 21.121301651000977. +Interpolating between 39 and 41 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2713 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2577 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2503 0.9082 0.8740 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2475 0.9082 0.8747 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2455 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2457 0.9141 0.8811 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2454 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2477 0.9180 0.8859 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2535 0.9238 0.8932 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 41 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .OLL0IYO0IXLR5U3KXVZ4, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Euclidean distance between 39 and 42: 21.539852142333984. +Interpolating between 39 and 42 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2910 0.9082 0.8705 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2775 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2708 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2676 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2667 0.9004 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2638 0.9082 0.8705 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2601 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2567 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2567 0.9180 0.8846 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 42 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .732YDVHESCPAFFJ4BBUS, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Euclidean distance between 39 and 43: 21.271512985229492. +Interpolating between 39 and 43 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2748 0.9141 0.8785 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2636 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2569 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2548 0.9141 0.8798 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2553 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2560 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2556 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2555 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2573 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 43 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .IJG21JOL1H987DQWHK6E, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 39 and 44: 21.485939025878906. +Interpolating between 39 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2833 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2656 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2556 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2525 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2531 0.9082 0.8705 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2526 0.9102 0.8736 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2512 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2504 0.9180 0.8846 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2543 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 44 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .QCFV7X6G4H0T4EOL0W90, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 39 and 45: 21.169042587280273. +Interpolating between 39 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2410 0.9219 0.8901 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2323 0.9199 0.8883 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2289 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2309 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2358 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2417 0.9141 0.8824 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2443 0.9141 0.8824 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2478 0.9180 0.8871 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2536 0.9258 0.8967 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 45 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .NW2OWUF5UK09BBA73APV, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 39 and 46: 21.51658821105957. +Interpolating between 39 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2648 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2537 0.9160 0.8809 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2487 0.9121 0.8753 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2490 0.9141 0.8785 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2535 0.9160 0.8815 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2608 0.9141 0.8804 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2624 0.9160 0.8835 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2601 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2594 0.9219 0.8913 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 46 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .5LONLPPJSVGZQ5NJZD3M, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 39 and 47: 22.61417579650879. +Interpolating between 39 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2680 0.9121 0.8760 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2456 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2342 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2329 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2369 0.9160 0.8841 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2371 0.9160 0.8841 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2348 0.9160 0.8847 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2368 0.9180 0.8877 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2461 0.9199 0.8895 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 47 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .9R4X7BWWGJULERNXPII9, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 39 and 48: 21.64299964904785. +Interpolating between 39 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2645 0.9199 0.8864 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2483 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2409 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2411 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2446 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2449 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2432 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2445 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2508 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 48 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .6C0OHZ81TMMT4F5H1F7L, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 39 and 49: 21.436697006225586. +Interpolating between 39 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2938 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2778 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2667 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2603 0.9043 0.8643 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2586 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2583 0.9062 0.8674 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2560 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2549 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2560 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 49 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .J98KXXKRMDP1RHIX1BB3, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 39 and 50: 21.115346908569336. +Interpolating between 39 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2784 0.9141 0.8798 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2665 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2598 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2560 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2573 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2592 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2570 0.9121 0.8760 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2551 0.9121 0.8753 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2569 0.9180 0.8840 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 50 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .VXUTOBW83CRRFK2AB84I, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 39 and 51: 21.474729537963867. +Interpolating between 39 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2795 0.9062 0.8681 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2672 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2609 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2590 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2599 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2607 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2572 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2538 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2548 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 51 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .08PCAM120V8XHQ506WMV, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 39 and 52: 21.570940017700195. +Interpolating between 39 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2842 0.9121 0.8753 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2667 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2560 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2523 0.9121 0.8753 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2520 0.9102 0.8729 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2535 0.9102 0.8729 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2535 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2533 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2568 0.9199 0.8877 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 52 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .IKIR4QBZCMH7N3DCD1T5, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 39 and 53: 24.064462661743164. +Interpolating between 39 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2750 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2301 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2238 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2577 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3104 0.9004 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3068 0.8867 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2444 0.9043 0.8766 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2197 0.9082 0.8773 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2320 0.9160 0.8853 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 53 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .HEB96XZUNR4R3H3IZ09J, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 39 and 54: 21.08179473876953. +Interpolating between 39 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2850 0.9141 0.8791 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2708 0.9199 0.8883 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2619 0.9180 0.8859 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2579 0.9160 0.8835 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2571 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2566 0.9141 0.8811 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2548 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2546 0.9160 0.8828 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2574 0.9180 0.8859 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 54 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .H83IUMMQMDIKEKJQGEEJ, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-55.pt +Euclidean distance between 39 and 55: 21.205766677856445. +Interpolating between 39 and 55 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2653 0.9141 0.8778 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2545 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2484 0.9102 0.8722 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2472 0.9121 0.8747 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2492 0.9141 0.8778 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2513 0.9102 0.8729 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2515 0.9082 0.8705 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2516 0.9102 0.8729 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2551 0.9180 0.8846 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 55 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .BQTYXGIK6UNXHIHL4B06, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-56.pt +Euclidean distance between 39 and 56: 21.492345809936523. +Interpolating between 39 and 56 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2727 0.9082 0.8676 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2554 0.9102 0.8708 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2461 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2440 0.9121 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2457 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2436 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2422 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2451 0.9160 0.8828 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2522 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 56 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .178ZSANZ7JBYT4OFCDUI, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-57.pt +Euclidean distance between 39 and 57: 21.87715721130371. +Interpolating between 39 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2734 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2558 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2486 0.8965 0.8540 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2494 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2538 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2536 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2520 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2534 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2574 0.9180 0.8859 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 57 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .LSB3707LISO55OQ5KJWS, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-58.pt +Euclidean distance between 39 and 58: 21.15890121459961. +Interpolating between 39 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2916 0.9023 0.8641 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2829 0.9004 0.8618 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2774 0.9023 0.8649 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2755 0.9004 0.8633 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2732 0.8965 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2683 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2616 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2566 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2576 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 58 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .S7GR7484VJ7G1ZA797Y8, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-59.pt +Euclidean distance between 39 and 59: 21.367759704589844. +Interpolating between 39 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2812 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2697 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2630 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2612 0.9082 0.8698 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2622 0.9102 0.8729 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2634 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2635 0.9102 0.8736 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2624 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2619 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 59 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .4ZTMA51GV1ZBCQTGYH0Z, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-60.pt +Euclidean distance between 39 and 60: 21.505279541015625. +Interpolating between 39 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2689 0.9121 0.8747 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2565 0.9141 0.8778 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2491 0.9160 0.8809 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2470 0.9141 0.8791 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2482 0.9160 0.8822 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2497 0.9121 0.8767 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2501 0.9141 0.8798 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2515 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2553 0.9219 0.8907 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 60 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .VG4XU03JK8NVGGMOQXF3, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-61.pt +Euclidean distance between 39 and 61: 24.18467903137207. +Interpolating between 39 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2813 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2373 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2797 0.9043 0.8693 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3529 0.8887 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3596 0.8398 0.8102 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2732 0.8789 0.8502 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2254 0.9062 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2334 0.9141 0.8836 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 61 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .TX116B55Y9XYNB1F96DL, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-62.pt +Euclidean distance between 39 and 62: 21.58391761779785. +Interpolating between 39 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2495 0.9199 0.8871 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2402 0.9180 0.8852 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2358 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2362 0.9160 0.8835 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2395 0.9160 0.8828 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2419 0.9160 0.8828 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2431 0.9141 0.8804 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2453 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2514 0.9180 0.8859 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 62 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .64FZFPF7J3GM4NJELGNJ, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-63.pt +Euclidean distance between 39 and 63: 23.885025024414062. +Interpolating between 39 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2743 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2273 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2177 0.9121 0.8794 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2456 0.9141 0.8836 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2752 0.9023 0.8724 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2605 0.9023 0.8724 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2277 0.9043 0.8727 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2212 0.9141 0.8830 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2357 0.9141 0.8824 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 63 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .L5QMBEPVIK6X7QPMW79T, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-64.pt +Euclidean distance between 39 and 64: 21.391643524169922. +Interpolating between 39 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2747 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2537 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2415 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2375 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2354 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2349 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2354 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2393 0.9160 0.8828 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2487 0.9199 0.8883 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 64 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .1ZQYOYAS0FME3CZPRUB1, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-65.pt +Euclidean distance between 39 and 65: 21.599441528320312. +Interpolating between 39 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2909 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2673 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2549 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2519 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2534 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2541 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2534 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2539 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2574 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 65 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .PO96RE7JE1B7V3G68DB0, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-66.pt +Euclidean distance between 39 and 66: 21.03403091430664. +Interpolating between 39 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2915 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2775 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2675 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2620 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2599 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2596 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2602 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2602 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2607 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 66 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .INVKDTPNGIF6HDVFSFKS, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-67.pt +Euclidean distance between 39 and 67: 21.4610538482666. +Interpolating between 39 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2840 0.9121 0.8767 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2667 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2555 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2509 0.9121 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2503 0.9082 0.8705 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2505 0.9082 0.8705 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2502 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2516 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2554 0.9199 0.8877 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 67 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .OS5UEA418MC5ANDYN8C6, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-68.pt +Euclidean distance between 39 and 68: 24.13439178466797. +Interpolating between 39 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2661 0.9004 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2289 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2249 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2571 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3118 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3120 0.9043 0.8747 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2447 0.9102 0.8814 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2116 0.9082 0.8766 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2259 0.9121 0.8800 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 68 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .L25XHRMXWLP3TXL04BT3, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-69.pt +Euclidean distance between 39 and 69: 24.12053108215332. +Interpolating between 39 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2586 0.9199 0.8889 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2205 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2230 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2775 0.9219 0.8907 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3675 0.8945 0.8622 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3806 0.8398 0.8128 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2856 0.8750 0.8476 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2276 0.9082 0.8792 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2316 0.9141 0.8830 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 69 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .R1LA27KV57795OH0APAR, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-70.pt +Euclidean distance between 39 and 70: 23.433849334716797. +Interpolating between 39 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2865 0.8984 0.8556 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2373 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2204 0.9102 0.8763 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2289 0.9160 0.8859 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2413 0.9141 0.8854 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2414 0.9082 0.8779 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2379 0.9023 0.8684 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2392 0.9102 0.8770 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2471 0.9121 0.8794 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 70 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .UAFMTIKTZEBBDII303BL, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-71.pt +Euclidean distance between 39 and 71: 21.27921485900879. +Interpolating between 39 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.9141 0.8778 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2519 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2491 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2492 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2520 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2533 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2520 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2512 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2547 0.9180 0.8846 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 71 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .DJZVVU26TBDP445TUK1S, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-72.pt +Euclidean distance between 39 and 72: 21.235132217407227. +Interpolating between 39 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2905 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2735 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2645 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2620 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2628 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2627 0.9141 0.8817 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2615 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2607 0.9180 0.8859 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2610 0.9199 0.8883 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 72 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .B3ODGU9ZONZBPD1411Z7, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-73.pt +Euclidean distance between 39 and 73: 20.99051856994629. +Interpolating between 39 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2681 0.9062 0.8674 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2548 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2460 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2420 0.9102 0.8729 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2409 0.9102 0.8736 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2413 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2425 0.9141 0.8798 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2454 0.9180 0.8852 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2520 0.9199 0.8877 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 73 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .J0LHJ6Q6LTMBACYY1OBQ, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-74.pt +Euclidean distance between 39 and 74: 21.419567108154297. +Interpolating between 39 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2635 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2557 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2523 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2530 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2556 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2611 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2617 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2594 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2602 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 74 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .DGCOHDS7ZDVG2ANL7XU0, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-75.pt +Euclidean distance between 39 and 75: 21.351882934570312. +Interpolating between 39 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2969 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2794 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2693 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2631 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2601 0.9043 0.8643 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2595 0.9023 0.8611 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2595 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2591 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2582 0.9199 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 75 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .1Z699MJUNFUYSVI84O4D, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-76.pt +Euclidean distance between 39 and 76: 22.128679275512695. +Interpolating between 39 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2524 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2358 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2297 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2300 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2314 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2333 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2361 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2404 0.9121 0.8794 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2485 0.9160 0.8835 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 76 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .E7R2W7WHRZ9CMMWVYD5X, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-77.pt +Euclidean distance between 39 and 77: 21.082365036010742. +Interpolating between 39 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2750 0.9043 0.8672 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2641 0.9004 0.8610 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2565 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2507 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2468 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2447 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2444 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2464 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2524 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 77 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .FDOKGR2IH3O2B6KBU7NK, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-78.pt +Euclidean distance between 39 and 78: 23.982666015625. +Interpolating between 39 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2846 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2336 0.9062 0.8703 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2230 0.9082 0.8747 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2507 0.9141 0.8848 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2843 0.9004 0.8709 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2727 0.8965 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2389 0.8965 0.8638 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2272 0.9141 0.8842 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2375 0.9180 0.8877 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 78 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .C0N0B2LZL3IC2OP33YKR, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-79.pt +Euclidean distance between 39 and 79: 21.312353134155273. +Interpolating between 39 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2527 0.9180 0.8846 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2447 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2413 0.9199 0.8883 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2427 0.9180 0.8852 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2481 0.9180 0.8852 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2535 0.9121 0.8767 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2568 0.9141 0.8791 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2584 0.9199 0.8877 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2597 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 79 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .25AANW9UVBWL60Z3WC7K, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-80.pt +Euclidean distance between 39 and 80: 21.126340866088867. +Interpolating between 39 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2608 0.9180 0.8833 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2451 0.9180 0.8840 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2359 0.9180 0.8846 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2326 0.9180 0.8852 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2331 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2344 0.9180 0.8859 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2369 0.9160 0.8835 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2413 0.9199 0.8883 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2502 0.9219 0.8907 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 80 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .5WGHX3LNEEJNQ19CM1A8, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-81.pt +Euclidean distance between 39 and 81: 21.385997772216797. +Interpolating between 39 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2687 0.9062 0.8681 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2586 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2524 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2494 0.9102 0.8729 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2488 0.9082 0.8698 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2486 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2485 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2493 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2541 0.9199 0.8883 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 81 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .SRTIF6NP17WVQV4UVYQK, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-82.pt +Euclidean distance between 39 and 82: 23.547016143798828. +Interpolating between 39 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2408 0.9121 0.8760 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2094 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2047 0.9141 0.8817 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2243 0.9102 0.8777 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2424 0.9062 0.8737 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2395 0.9023 0.8691 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2320 0.9062 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2320 0.9141 0.8824 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2423 0.9180 0.8865 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 82 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .L32P99IZFO2YVURB7I6U, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-83.pt +Euclidean distance between 39 and 83: 21.05428123474121. +Interpolating between 39 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2618 0.9082 0.8705 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2519 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2420 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2409 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2408 0.9121 0.8780 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2412 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2439 0.9219 0.8913 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2512 0.9238 0.8937 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 83 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .SBQ8ASS4T98G92S306UX, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-84.pt +Euclidean distance between 39 and 84: 21.515666961669922. +Interpolating between 39 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2776 0.9160 0.8815 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2547 0.9219 0.8907 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2429 0.9199 0.8889 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2383 0.9180 0.8865 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2371 0.9160 0.8835 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2366 0.9141 0.8811 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2370 0.9180 0.8859 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2400 0.9199 0.8883 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2484 0.9238 0.8937 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 84 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .VYBT6057SO1E3LJM3FU8, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-85.pt +Euclidean distance between 39 and 85: 21.2574520111084. +Interpolating between 39 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2756 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2707 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2682 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2678 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2675 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2652 0.9082 0.8705 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2613 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2582 0.9180 0.8840 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2590 0.9180 0.8840 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 85 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .AO14LRJCIAB2DMHGQB1P, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-86.pt +Euclidean distance between 39 and 86: 22.103134155273438. +Interpolating between 39 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2847 0.9004 0.8587 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2637 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2509 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2464 0.9062 0.8667 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2460 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2442 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2415 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2424 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2495 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 86 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .1E8VQIEUDATQOKCINJDO, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-87.pt +Euclidean distance between 39 and 87: 21.263851165771484. +Interpolating between 39 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2546 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2488 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2483 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2519 0.9043 0.8643 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2573 0.9062 0.8674 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2615 0.9062 0.8674 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2629 0.9082 0.8698 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2621 0.9102 0.8729 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2621 0.9199 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 87 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .P0KS2KXO3KT6ZIAX08HH, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-88.pt +Euclidean distance between 39 and 88: 21.638505935668945. +Interpolating between 39 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9160 0.8815 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2437 0.9160 0.8815 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2430 0.9160 0.8802 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2461 0.9141 0.8778 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2500 0.9082 0.8698 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2515 0.9102 0.8722 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2500 0.9082 0.8705 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2496 0.9121 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 88 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .GFIZQ8WUZVFATRSBYGB7, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-89.pt +Euclidean distance between 39 and 89: 21.467737197875977. +Interpolating between 39 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2795 0.9062 0.8689 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2669 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2597 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2571 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2567 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2561 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2549 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2538 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2560 0.9160 0.8835 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 89 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .2BBC6L3TS2HVVSH23FT0, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-90.pt +Euclidean distance between 39 and 90: 21.15241050720215. +Interpolating between 39 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2574 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2463 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2405 0.9102 0.8715 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2392 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2404 0.9121 0.8760 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2428 0.9160 0.8822 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2460 0.9160 0.8822 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2493 0.9160 0.8822 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2547 0.9199 0.8877 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 90 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .7DTLKWHB13E9VWMN0YPF, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-91.pt +Euclidean distance between 39 and 91: 21.084657669067383. +Interpolating between 39 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2774 0.9141 0.8791 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2683 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2625 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2597 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2581 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2569 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2556 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2551 0.9180 0.8859 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2575 0.9238 0.8937 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 91 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .UZOX4F2P0I196OO21EGD, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-92.pt +Euclidean distance between 39 and 92: 22.97978401184082. +Interpolating between 39 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2933 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2524 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2369 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2365 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2401 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2397 0.9102 0.8770 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2382 0.9160 0.8847 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2415 0.9180 0.8871 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2494 0.9180 0.8865 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 92 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .L48NEFHYBMPCVWRVO512, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-93.pt +Euclidean distance between 39 and 93: 21.671714782714844. +Interpolating between 39 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2684 0.9121 0.8739 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2537 0.9082 0.8683 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2456 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2431 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2438 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2436 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2430 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2451 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2517 0.9180 0.8859 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 93 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .9K3SM95AINZZLMCCIBSO, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-94.pt +Euclidean distance between 39 and 94: 24.04936408996582. +Interpolating between 39 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2751 0.9121 0.8739 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2319 0.9043 0.8612 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2264 0.9023 0.8588 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2641 0.9023 0.8596 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3254 0.9023 0.8684 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3258 0.8906 0.8607 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.8945 0.8629 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2198 0.9023 0.8698 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2297 0.9141 0.8824 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 94 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .7WOI2DLYR9NGK927CEWJ, 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 +Euclidean distance between 39 and 95: 20.910402297973633. +Interpolating between 39 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2586 0.9180 0.8840 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2509 0.9199 0.8871 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2456 0.9160 0.8822 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2429 0.9160 0.8822 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2417 0.9141 0.8798 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2431 0.9199 0.8883 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2450 0.9199 0.8883 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2482 0.9180 0.8852 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2543 0.9219 0.8907 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 95 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .0KNAO6F5WR0ZNUYK0O8W, 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 39 and 96: 21.099111557006836. +Interpolating between 39 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 0.2587 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2493 0.9180 0.8859 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2457 0.9160 0.8841 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2460 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2462 0.9160 0.8841 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2464 0.9160 0.8841 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2482 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2537 0.9219 0.8913 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 96 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .5ZI6E1RLO4D5L0RNC5MK, 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 39 and 97: 21.917909622192383. +Interpolating between 39 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 0.2501 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2411 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2427 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2479 0.9082 0.8747 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2519 0.9082 0.8760 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2525 0.9121 0.8800 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2535 0.9160 0.8847 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2567 0.9180 0.8865 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 97 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .8VQSL616B3Z659BT04ML, 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 39 and 98: 21.541973114013672. +Interpolating between 39 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 0.2440 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2355 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2342 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2361 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2376 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2384 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2416 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2496 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 98 +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Creating .1JHB95H9HSGRWQE65WBA, 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 39 and 99: 23.526687622070312. +Interpolating between 39 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 0.2198 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2108 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2233 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2386 0.9141 0.8836 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2381 0.9043 0.8714 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2304 0.9023 0.8677 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2321 0.9121 0.8800 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2434 0.9199 0.8895 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2638 0.9219 0.8907 +Completed interpolation from 39 to 99 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Euclidean distance between 40 and 41: 21.847801208496094. +Interpolating between 40 and 41 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2713 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2599 0.9023 0.8649 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2532 0.9062 0.8710 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2494 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2487 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2464 0.9062 0.8717 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2436 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2456 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2560 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 41 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Euclidean distance between 40 and 42: 22.311716079711914. +Interpolating between 40 and 42 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2910 0.9082 0.8705 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2784 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2699 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2673 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2671 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2642 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2564 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2514 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2576 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 42 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Euclidean distance between 40 and 43: 22.077205657958984. +Interpolating between 40 and 43 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2748 0.9141 0.8785 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2595 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2497 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2442 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2418 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2411 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2400 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2411 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2524 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 43 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 40 and 44: 22.0616397857666. +Interpolating between 40 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2833 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2633 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2515 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2479 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2494 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2491 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2459 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2455 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2551 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 44 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 40 and 45: 21.913402557373047. +Interpolating between 40 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2410 0.9219 0.8901 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2287 0.9219 0.8913 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2226 0.9180 0.8859 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2219 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2250 0.9160 0.8835 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2285 0.9160 0.8835 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2309 0.9180 0.8859 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2372 0.9160 0.8828 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2525 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 45 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 40 and 46: 22.23110580444336. +Interpolating between 40 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2648 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2491 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2386 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2349 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2384 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2422 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2409 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2407 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2518 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 46 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 40 and 47: 21.788402557373047. +Interpolating between 40 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2680 0.9121 0.8760 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2449 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2307 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2293 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2353 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2360 0.9141 0.8804 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2311 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2340 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2495 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 47 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 40 and 48: 22.32270622253418. +Interpolating between 40 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2645 0.9199 0.8864 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2471 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2413 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2462 0.9102 0.8777 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2545 0.9102 0.8783 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2526 0.9082 0.8760 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2420 0.9082 0.8760 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2386 0.9141 0.8817 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2498 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 48 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 40 and 49: 22.221324920654297. +Interpolating between 40 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2938 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2777 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2655 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2595 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2568 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2540 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2496 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2464 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2544 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 49 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 40 and 50: 22.2172908782959. +Interpolating between 40 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2784 0.9141 0.8798 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2657 0.9082 0.8733 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2569 0.9043 0.8686 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2507 0.9043 0.8693 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2470 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2443 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2429 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2447 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2554 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 50 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 40 and 51: 22.282270431518555. +Interpolating between 40 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2795 0.9062 0.8681 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2636 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2550 0.9023 0.8649 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2526 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2532 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2536 0.9082 0.8747 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2488 0.9121 0.8800 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2466 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2554 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 51 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 40 and 52: 22.056882858276367. +Interpolating between 40 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2842 0.9121 0.8753 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2643 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2518 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2465 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2470 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2451 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2404 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2399 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2521 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 52 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 40 and 53: 23.00777244567871. +Interpolating between 40 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2750 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2360 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2232 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2344 0.8984 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2525 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2444 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2219 0.9102 0.8777 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2152 0.9082 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2334 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 53 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 40 and 54: 21.835670471191406. +Interpolating between 40 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2850 0.9141 0.8791 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2682 0.9199 0.8883 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2562 0.9180 0.8859 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2493 0.9180 0.8865 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2470 0.9199 0.8895 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2454 0.9160 0.8835 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2441 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2461 0.9180 0.8865 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2561 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 54 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-55.pt +Euclidean distance between 40 and 55: 22.20621681213379. +Interpolating between 40 and 55 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2653 0.9141 0.8778 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2492 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2406 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2390 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2417 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2437 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2416 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2518 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 55 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-56.pt +Euclidean distance between 40 and 56: 21.809288024902344. +Interpolating between 40 and 56 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2727 0.9082 0.8676 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2465 0.9160 0.8802 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2341 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2321 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2352 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2356 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2336 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2366 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2505 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 56 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-57.pt +Euclidean distance between 40 and 57: 21.99256134033203. +Interpolating between 40 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2734 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2456 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2319 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2300 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2345 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2355 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2315 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2330 0.9180 0.8852 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2476 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 57 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-58.pt +Euclidean distance between 40 and 58: 22.055286407470703. +Interpolating between 40 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2916 0.9023 0.8641 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2865 0.8984 0.8602 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2850 0.8984 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2862 0.9023 0.8663 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2859 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2794 0.9023 0.8670 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2691 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2614 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2637 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 58 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-59.pt +Euclidean distance between 40 and 59: 22.065044403076172. +Interpolating between 40 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2812 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2647 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2542 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2501 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2492 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2482 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2453 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2460 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2559 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 59 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-60.pt +Euclidean distance between 40 and 60: 21.82195472717285. +Interpolating between 40 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2689 0.9121 0.8747 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2553 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2473 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2451 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2470 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2462 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2418 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2414 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2527 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 60 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-61.pt +Euclidean distance between 40 and 61: 23.159910202026367. +Interpolating between 40 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2813 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2451 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2342 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2489 0.8965 0.8524 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2744 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2722 0.9004 0.8668 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2375 0.9082 0.8792 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2200 0.9160 0.8877 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2357 0.9141 0.8811 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 61 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-62.pt +Euclidean distance between 40 and 62: 22.250150680541992. +Interpolating between 40 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2495 0.9199 0.8871 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2395 0.9180 0.8865 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2367 0.9121 0.8794 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2413 0.9023 0.8670 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2493 0.9043 0.8700 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2511 0.9043 0.8700 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2450 0.9062 0.8717 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2411 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2505 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 62 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-63.pt +Euclidean distance between 40 and 63: 22.835573196411133. +Interpolating between 40 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2743 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2329 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2174 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2307 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2550 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2541 0.9043 0.8707 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2323 0.9062 0.8730 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2250 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2423 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 63 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-64.pt +Euclidean distance between 40 and 64: 21.57790756225586. +Interpolating between 40 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2747 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2569 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2469 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2449 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2454 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2444 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2395 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2399 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2522 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 64 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-65.pt +Euclidean distance between 40 and 65: 21.91737174987793. +Interpolating between 40 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2909 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2581 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2407 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2376 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2419 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2427 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2370 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2366 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2499 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 65 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-66.pt +Euclidean distance between 40 and 66: 22.064254760742188. +Interpolating between 40 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2915 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2745 0.9023 0.8634 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2616 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2541 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2507 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2480 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2444 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2451 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2556 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 66 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-67.pt +Euclidean distance between 40 and 67: 22.01016616821289. +Interpolating between 40 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2840 0.9121 0.8767 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2603 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2475 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2430 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2436 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2436 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2400 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2399 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2517 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 67 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-68.pt +Euclidean distance between 40 and 68: 23.066953659057617. +Interpolating between 40 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2661 0.9004 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2366 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2244 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2287 0.8945 0.8492 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2409 0.9023 0.8611 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2349 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2159 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2128 0.9121 0.8794 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2341 0.9180 0.8865 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 68 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-69.pt +Euclidean distance between 40 and 69: 23.104970932006836. +Interpolating between 40 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2586 0.9199 0.8889 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2247 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2190 0.9121 0.8732 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2388 0.9023 0.8580 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2679 0.8984 0.8523 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2644 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2298 0.9121 0.8800 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2132 0.9180 0.8895 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2329 0.9160 0.8841 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 69 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-70.pt +Euclidean distance between 40 and 70: 22.21234893798828. +Interpolating between 40 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2865 0.8984 0.8556 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2464 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2260 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2225 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2282 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2307 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2293 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2350 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2507 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 70 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-71.pt +Euclidean distance between 40 and 71: 22.079551696777344. +Interpolating between 40 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.9141 0.8778 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2476 0.9141 0.8778 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2426 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2422 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2443 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2453 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2435 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2435 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2533 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 71 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-72.pt +Euclidean distance between 40 and 72: 21.64588737487793. +Interpolating between 40 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2905 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2702 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2592 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2543 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2534 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2522 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2492 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2505 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2595 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 72 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-73.pt +Euclidean distance between 40 and 73: 22.090097427368164. +Interpolating between 40 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2681 0.9062 0.8674 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2519 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2433 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2406 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2421 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2441 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2421 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2416 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2521 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 73 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-74.pt +Euclidean distance between 40 and 74: 22.30100440979004. +Interpolating between 40 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2635 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2473 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2383 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2368 0.9121 0.8794 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2390 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2415 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2390 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2376 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2486 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 74 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-75.pt +Euclidean distance between 40 and 75: 22.37500762939453. +Interpolating between 40 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2969 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2774 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2619 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2553 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2550 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2559 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2525 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2480 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2540 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 75 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-76.pt +Euclidean distance between 40 and 76: 21.644941329956055. +Interpolating between 40 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2524 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2397 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2339 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2368 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2433 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2429 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2362 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2355 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2490 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 76 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-77.pt +Euclidean distance between 40 and 77: 21.954069137573242. +Interpolating between 40 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2750 0.9043 0.8672 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2634 0.9062 0.8703 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2563 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2540 0.8965 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2545 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2527 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2465 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2438 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2541 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 77 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-78.pt +Euclidean distance between 40 and 78: 22.919584274291992. +Interpolating between 40 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2846 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2399 0.9004 0.8610 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2226 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2305 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2492 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2493 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2330 0.9023 0.8691 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2278 0.9160 0.8847 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2430 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 78 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-79.pt +Euclidean distance between 40 and 79: 22.175010681152344. +Interpolating between 40 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2527 0.9180 0.8846 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2414 0.9199 0.8883 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2375 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2392 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2434 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2469 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2452 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2430 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2524 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 79 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-80.pt +Euclidean distance between 40 and 80: 22.14412498474121. +Interpolating between 40 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2608 0.9180 0.8833 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2534 0.9238 0.8932 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2509 0.9180 0.8852 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2521 0.9160 0.8828 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2523 0.9160 0.8835 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2495 0.9141 0.8811 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2455 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2445 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2544 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 80 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-81.pt +Euclidean distance between 40 and 81: 22.12922477722168. +Interpolating between 40 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2687 0.9062 0.8681 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2572 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2493 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2476 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2476 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2437 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2427 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2529 0.9180 0.8852 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 81 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-82.pt +Euclidean distance between 40 and 82: 22.405338287353516. +Interpolating between 40 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2408 0.9121 0.8760 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2135 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2033 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2114 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2268 0.9160 0.8853 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2325 0.9062 0.8717 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2294 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2325 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2487 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 82 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-83.pt +Euclidean distance between 40 and 83: 21.95442771911621. +Interpolating between 40 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2618 0.9082 0.8705 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2484 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2412 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2382 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2387 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2393 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2381 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2397 0.9160 0.8828 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2514 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 83 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-84.pt +Euclidean distance between 40 and 84: 21.452850341796875. +Interpolating between 40 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2776 0.9160 0.8815 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2563 0.9219 0.8907 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.9219 0.8913 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2426 0.9180 0.8871 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2429 0.9199 0.8907 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2422 0.9160 0.8847 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2399 0.9141 0.8804 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2416 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 84 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-85.pt +Euclidean distance between 40 and 85: 22.197772979736328. +Interpolating between 40 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2756 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2660 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2588 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2543 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2524 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2507 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2475 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2469 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2556 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 85 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-86.pt +Euclidean distance between 40 and 86: 21.714906692504883. +Interpolating between 40 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2847 0.9004 0.8587 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2538 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2358 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2322 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2368 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2375 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2311 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2303 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2453 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 86 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-87.pt +Euclidean distance between 40 and 87: 22.03514289855957. +Interpolating between 40 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2546 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2380 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2318 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2319 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2360 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2389 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2382 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2392 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2518 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 87 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-88.pt +Euclidean distance between 40 and 88: 22.359237670898438. +Interpolating between 40 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9160 0.8815 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2392 0.9160 0.8815 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2365 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2391 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2433 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2445 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2399 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2390 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2506 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 88 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-89.pt +Euclidean distance between 40 and 89: 22.239025115966797. +Interpolating between 40 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2795 0.9062 0.8689 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2651 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2570 0.9062 0.8710 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2537 0.9023 0.8663 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2541 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2536 0.9043 0.8700 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2497 0.9043 0.8693 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2468 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2544 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 89 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-90.pt +Euclidean distance between 40 and 90: 21.99153709411621. +Interpolating between 40 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2574 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2394 0.9199 0.8871 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2303 0.9219 0.8913 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2291 0.9160 0.8841 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2322 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2349 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2354 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2385 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2515 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 90 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-91.pt +Euclidean distance between 40 and 91: 21.956350326538086. +Interpolating between 40 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2774 0.9141 0.8791 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2645 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2562 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2531 0.9121 0.8794 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2516 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2482 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2436 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2448 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2556 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 91 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-92.pt +Euclidean distance between 40 and 92: 21.760944366455078. +Interpolating between 40 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2933 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2609 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2435 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2372 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2367 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2370 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2377 0.9141 0.8804 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2433 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2560 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 92 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-93.pt +Euclidean distance between 40 and 93: 21.594024658203125. +Interpolating between 40 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2684 0.9121 0.8739 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2566 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2502 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2495 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2492 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2471 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2437 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2439 0.9160 0.8828 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2543 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 93 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-94.pt +Euclidean distance between 40 and 94: 23.03290367126465. +Interpolating between 40 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2751 0.9121 0.8739 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2373 0.9082 0.8683 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2246 0.9004 0.8547 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2351 0.9023 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2536 0.8984 0.8531 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2511 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2271 0.9082 0.8760 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2152 0.9121 0.8806 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2336 0.9160 0.8835 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 94 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.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 +Euclidean distance between 40 and 95: 22.205591201782227. +Interpolating between 40 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2586 0.9180 0.8840 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2515 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2468 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2450 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2459 0.9082 0.8747 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2462 0.9102 0.8770 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2443 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2447 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 95 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.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 +Euclidean distance between 40 and 96: 21.994766235351562. +Interpolating between 40 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 0.2616 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2539 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2516 0.9160 0.8841 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2528 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2527 0.9121 0.8800 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2486 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2468 0.9160 0.8841 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2557 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 96 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.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 40 and 97: 21.4006404876709. +Interpolating between 40 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 0.2486 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2371 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2351 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2379 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2384 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2368 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2399 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2531 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 97 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.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 40 and 98: 22.055526733398438. +Interpolating between 40 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 0.2467 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2402 0.9004 0.8618 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2386 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2399 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2414 0.9082 0.8747 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2405 0.9121 0.8794 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2430 0.9160 0.8835 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2549 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 98 +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.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 40 and 99: 22.38477325439453. +Interpolating between 40 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 0.2230 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2098 0.9141 0.8771 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2131 0.9141 0.8791 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2257 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2317 0.9121 0.8780 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2267 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2292 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2465 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2763 0.9160 0.8815 +Completed interpolation from 40 to 99 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Euclidean distance between 41 and 42: 21.43233299255371. +Interpolating between 41 and 42 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2910 0.9082 0.8705 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2794 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2715 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2647 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2637 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2626 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2602 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2578 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2602 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 42 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Euclidean distance between 41 and 43: 21.357892990112305. +Interpolating between 41 and 43 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2748 0.9141 0.8785 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2613 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2527 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2487 0.9141 0.8798 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2494 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2526 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2550 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2560 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2601 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 43 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 41 and 44: 21.436546325683594. +Interpolating between 41 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2833 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2672 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2577 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2556 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2565 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2576 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2552 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2563 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2612 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 44 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 41 and 45: 21.27047348022461. +Interpolating between 41 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2410 0.9219 0.8901 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2343 0.9219 0.8913 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2324 0.9180 0.8865 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2346 0.9160 0.8841 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2403 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2460 0.9121 0.8794 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2492 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2519 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2581 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 45 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 41 and 46: 21.594844818115234. +Interpolating between 41 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2648 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2554 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2514 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2525 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2583 0.9160 0.8828 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2653 0.9121 0.8780 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2694 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2701 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2685 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 46 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 41 and 47: 22.502777099609375. +Interpolating between 41 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2680 0.9121 0.8760 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2452 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2334 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2345 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2446 0.9141 0.8836 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2486 0.9062 0.8737 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2475 0.9023 0.8691 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2484 0.9043 0.8693 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2556 0.9062 0.8703 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 47 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 41 and 48: 21.58437728881836. +Interpolating between 41 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2645 0.9199 0.8864 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2406 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2297 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2309 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2369 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2383 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2367 0.9004 0.8640 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2398 0.9004 0.8633 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2507 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 48 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 41 and 49: 21.494359970092773. +Interpolating between 41 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2938 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2790 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2675 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2642 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2625 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2637 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2622 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2589 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2599 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 49 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 41 and 50: 21.347352981567383. +Interpolating between 41 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2784 0.9141 0.8798 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2674 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2615 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2564 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2546 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2592 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2638 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2654 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2659 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 50 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 41 and 51: 21.531545639038086. +Interpolating between 41 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2795 0.9062 0.8681 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2654 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2587 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2577 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2590 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2590 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2576 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2583 0.9043 0.8686 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2617 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 51 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 41 and 52: 21.555469512939453. +Interpolating between 41 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2842 0.9121 0.8753 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2687 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2605 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2601 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2653 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2688 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2680 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2679 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2675 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 52 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 41 and 53: 23.868513107299805. +Interpolating between 41 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2750 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2317 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2244 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2540 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2937 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2939 0.8965 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2492 0.8945 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2241 0.9082 0.8786 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2334 0.9082 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 53 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 41 and 54: 21.057340621948242. +Interpolating between 41 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2850 0.9141 0.8791 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2673 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2559 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2508 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2503 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2504 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2505 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2517 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2582 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 54 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-55.pt +Euclidean distance between 41 and 55: 21.357013702392578. +Interpolating between 41 and 55 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2653 0.9141 0.8778 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2560 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2512 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2506 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2540 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2583 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2602 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2604 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2633 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 55 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-56.pt +Euclidean distance between 41 and 56: 21.52532196044922. +Interpolating between 41 and 56 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2727 0.9082 0.8676 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2527 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2438 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2440 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2482 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2491 0.9062 0.8717 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2488 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2516 0.9043 0.8686 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2585 0.9062 0.8703 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 56 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-57.pt +Euclidean distance between 41 and 57: 21.72915267944336. +Interpolating between 41 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2734 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2504 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2399 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2381 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2411 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2440 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2455 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2490 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2571 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 57 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-58.pt +Euclidean distance between 41 and 58: 21.297441482543945. +Interpolating between 41 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2916 0.9023 0.8641 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2763 0.9023 0.8649 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2675 0.8965 0.8594 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2633 0.8965 0.8594 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2607 0.9004 0.8647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2583 0.9023 0.8677 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2545 0.9023 0.8684 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2533 0.9043 0.8693 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2583 0.9004 0.8618 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 58 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-59.pt +Euclidean distance between 41 and 59: 21.528234481811523. +Interpolating between 41 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2812 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2646 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2566 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2570 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2606 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2624 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2607 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2597 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2626 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 59 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-60.pt +Euclidean distance between 41 and 60: 21.45281219482422. +Interpolating between 41 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2689 0.9121 0.8747 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2475 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2371 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2364 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2394 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2411 0.8984 0.8617 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2411 0.8945 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2441 0.9004 0.8633 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 60 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-61.pt +Euclidean distance between 41 and 61: 23.97087287902832. +Interpolating between 41 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2813 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2382 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2315 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2676 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3205 0.8945 0.8629 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3346 0.8516 0.8216 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2825 0.8711 0.8429 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2402 0.8906 0.8586 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2411 0.9102 0.8789 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 61 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-62.pt +Euclidean distance between 41 and 62: 21.54229164123535. +Interpolating between 41 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2495 0.9199 0.8871 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2401 0.9219 0.8907 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2372 0.9160 0.8835 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2390 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2419 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2436 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2447 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2487 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2564 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 62 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-63.pt +Euclidean distance between 41 and 63: 23.724273681640625. +Interpolating between 41 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2743 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2284 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2175 0.9102 0.8770 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2435 0.9023 0.8684 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2803 0.8926 0.8622 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2777 0.8887 0.8593 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2450 0.8945 0.8622 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2300 0.9062 0.8756 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2431 0.9023 0.8670 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 63 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-64.pt +Euclidean distance between 41 and 64: 21.50209617614746. +Interpolating between 41 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2747 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2609 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2539 0.9004 0.8618 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2521 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2536 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2539 0.9062 0.8723 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2547 0.9043 0.8707 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2564 0.9004 0.8640 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2607 0.9023 0.8656 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 64 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-65.pt +Euclidean distance between 41 and 65: 21.57054901123047. +Interpolating between 41 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2909 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2669 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2538 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2507 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2523 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2541 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2540 0.9043 0.8700 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2543 0.9043 0.8693 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2592 0.9082 0.8733 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 65 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-66.pt +Euclidean distance between 41 and 66: 21.235815048217773. +Interpolating between 41 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2915 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2789 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2706 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2670 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2671 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2665 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2633 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2605 0.8984 0.8602 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2622 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 66 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-67.pt +Euclidean distance between 41 and 67: 21.453079223632812. +Interpolating between 41 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2840 0.9121 0.8767 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2645 0.9160 0.8815 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2531 0.9160 0.8822 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2479 0.9160 0.8822 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2478 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2483 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2480 0.9082 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2496 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2567 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 67 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-68.pt +Euclidean distance between 41 and 68: 23.9376163482666. +Interpolating between 41 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2661 0.9004 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2291 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2205 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2415 0.9062 0.8717 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2824 0.8906 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2983 0.8789 0.8488 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2580 0.8887 0.8600 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2259 0.8965 0.8645 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2345 0.9062 0.8730 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 68 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-69.pt +Euclidean distance between 41 and 69: 23.955896377563477. +Interpolating between 41 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2586 0.9199 0.8889 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2227 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2211 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2569 0.9062 0.8667 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3178 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3375 0.8770 0.8467 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2827 0.8691 0.8401 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2387 0.8965 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2401 0.9102 0.8789 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 69 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-70.pt +Euclidean distance between 41 and 70: 23.19915199279785. +Interpolating between 41 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2865 0.8984 0.8556 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2389 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2207 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2252 0.9141 0.8836 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2372 0.9082 0.8773 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2418 0.9023 0.8705 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2420 0.8984 0.8646 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2435 0.8965 0.8602 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2526 0.9023 0.8663 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 70 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-71.pt +Euclidean distance between 41 and 71: 21.360769271850586. +Interpolating between 41 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.9141 0.8778 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2493 0.9141 0.8778 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2441 0.9141 0.8778 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2424 0.9121 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2426 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2429 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2437 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2468 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2550 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 71 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-72.pt +Euclidean distance between 41 and 72: 21.092531204223633. +Interpolating between 41 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2905 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2644 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2509 0.9160 0.8841 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.9121 0.8794 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2471 0.9102 0.8770 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2464 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2454 0.9062 0.8717 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2481 0.9043 0.8686 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2566 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 72 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-73.pt +Euclidean distance between 41 and 73: 21.197593688964844. +Interpolating between 41 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2681 0.9062 0.8674 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2545 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2481 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2462 0.8984 0.8602 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2471 0.8984 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2487 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2497 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2509 0.9023 0.8656 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2569 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 73 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-74.pt +Euclidean distance between 41 and 74: 21.5933837890625. +Interpolating between 41 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2635 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2540 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2510 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2540 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2596 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2669 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2689 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2698 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2684 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 74 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-75.pt +Euclidean distance between 41 and 75: 21.48772621154785. +Interpolating between 41 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2969 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2828 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2728 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2669 0.8926 0.8476 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2661 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2639 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2625 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2615 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2627 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 75 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-76.pt +Euclidean distance between 41 and 76: 21.97964096069336. +Interpolating between 41 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2524 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2351 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2281 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2294 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2334 0.9043 0.8700 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2351 0.9043 0.8707 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2347 0.9043 0.8700 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2390 0.9043 0.8700 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2506 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 76 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-77.pt +Euclidean distance between 41 and 77: 21.304725646972656. +Interpolating between 41 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2750 0.9043 0.8672 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2658 0.9043 0.8679 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2606 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2565 0.9043 0.8686 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2561 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2557 0.9102 0.8783 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2548 0.9102 0.8777 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2548 0.9023 0.8656 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2594 0.9004 0.8618 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 77 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-78.pt +Euclidean distance between 41 and 78: 23.80931854248047. +Interpolating between 41 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2846 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2347 0.9023 0.8649 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2221 0.9043 0.8700 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2456 0.9043 0.8734 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2807 0.8926 0.8635 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2818 0.8848 0.8557 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2530 0.8945 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2368 0.9062 0.8756 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2457 0.9043 0.8700 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 78 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-79.pt +Euclidean distance between 41 and 79: 21.405574798583984. +Interpolating between 41 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2527 0.9180 0.8846 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2434 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2402 0.9180 0.8846 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2422 0.9180 0.8859 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2482 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2517 0.9102 0.8763 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2533 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2545 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2593 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 79 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-80.pt +Euclidean distance between 41 and 80: 21.28307342529297. +Interpolating between 41 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2608 0.9180 0.8833 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2460 0.9219 0.8895 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2359 0.9219 0.8895 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2347 0.9160 0.8822 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2379 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2413 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2449 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2500 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2577 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 80 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-81.pt +Euclidean distance between 41 and 81: 21.462106704711914. +Interpolating between 41 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2687 0.9062 0.8681 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2598 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2546 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2538 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2574 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2594 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2582 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2595 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2631 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 81 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-82.pt +Euclidean distance between 41 and 82: 23.381061553955078. +Interpolating between 41 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2408 0.9121 0.8760 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2124 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2052 0.9160 0.8847 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2181 0.9043 0.8700 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2341 0.9004 0.8675 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2384 0.9004 0.8675 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2366 0.9043 0.8721 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2411 0.9043 0.8707 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2536 0.9004 0.8633 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 82 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-83.pt +Euclidean distance between 41 and 83: 21.08902359008789. +Interpolating between 41 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2618 0.9082 0.8705 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2504 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2436 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2409 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2410 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2407 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2407 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2436 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2528 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 83 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-84.pt +Euclidean distance between 41 and 84: 21.584659576416016. +Interpolating between 41 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2776 0.9160 0.8815 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2582 0.9219 0.8913 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2488 0.9141 0.8817 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2472 0.9141 0.8830 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2501 0.9121 0.8806 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2515 0.9082 0.8760 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2522 0.9043 0.8700 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2550 0.9043 0.8693 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2609 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 84 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-85.pt +Euclidean distance between 41 and 85: 21.42253303527832. +Interpolating between 41 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2756 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2681 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2648 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2648 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2661 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2667 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2643 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2608 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2616 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 85 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-86.pt +Euclidean distance between 41 and 86: 22.010379791259766. +Interpolating between 41 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2847 0.9004 0.8587 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2636 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2508 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2472 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2487 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2468 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2438 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2476 0.9023 0.8656 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2565 0.8984 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 86 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-87.pt +Euclidean distance between 41 and 87: 21.43184471130371. +Interpolating between 41 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2546 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2467 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2463 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2499 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2564 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2622 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2653 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2650 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2653 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 87 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-88.pt +Euclidean distance between 41 and 88: 21.595767974853516. +Interpolating between 41 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9160 0.8815 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2428 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2425 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2465 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2522 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2540 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2517 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2508 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2568 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 88 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-89.pt +Euclidean distance between 41 and 89: 21.451353073120117. +Interpolating between 41 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2795 0.9062 0.8689 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2704 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2669 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2668 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2690 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2685 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2676 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2651 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2647 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 89 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-90.pt +Euclidean distance between 41 and 90: 21.231815338134766. +Interpolating between 41 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2574 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2473 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2434 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2449 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2494 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2528 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2557 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2580 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2623 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 90 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-91.pt +Euclidean distance between 41 and 91: 21.08356475830078. +Interpolating between 41 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2774 0.9141 0.8791 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2612 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2500 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2446 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2421 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2403 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2398 0.9102 0.8770 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2434 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 91 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-92.pt +Euclidean distance between 41 and 92: 22.79972267150879. +Interpolating between 41 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2933 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2550 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2393 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2374 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2424 0.9082 0.8753 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2464 0.9102 0.8789 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2492 0.9082 0.8766 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2529 0.9062 0.8730 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2598 0.9062 0.8710 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 92 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-93.pt +Euclidean distance between 41 and 93: 21.518539428710938. +Interpolating between 41 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2684 0.9121 0.8739 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2529 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2446 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2459 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2511 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2534 0.9043 0.8700 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2528 0.9043 0.8700 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2531 0.9043 0.8686 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2592 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 93 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-94.pt +Euclidean distance between 41 and 94: 23.878786087036133. +Interpolating between 41 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2751 0.9121 0.8739 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2306 0.9062 0.8644 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2236 0.9062 0.8644 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2554 0.9082 0.8683 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3069 0.8965 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3195 0.8848 0.8557 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2675 0.8887 0.8600 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2337 0.9004 0.8702 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2374 0.9062 0.8730 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 94 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.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 +Euclidean distance between 41 and 95: 21.22530746459961. +Interpolating between 41 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2586 0.9180 0.8840 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2524 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2479 0.9160 0.8822 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2503 0.9141 0.8824 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2545 0.9121 0.8806 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.9141 0.8830 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2565 0.9082 0.8740 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2606 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 95 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.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 +Euclidean distance between 41 and 96: 21.111190795898438. +Interpolating between 41 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 0.2591 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2486 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2428 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2431 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2451 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2465 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2498 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2574 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 96 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.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 41 and 97: 21.748716354370117. +Interpolating between 41 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 0.2478 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2369 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2376 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2436 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2455 0.9062 0.8723 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2446 0.9062 0.8723 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2470 0.9082 0.8740 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2557 0.9023 0.8649 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 97 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.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 41 and 98: 21.388771057128906. +Interpolating between 41 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 0.2483 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2432 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2428 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2454 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2469 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2493 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2537 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2600 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 98 +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.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 41 and 99: 23.31283187866211. +Interpolating between 41 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 0.2192 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2086 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2179 0.9180 0.8871 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2346 0.9102 0.8796 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2405 0.9102 0.8808 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2370 0.9043 0.8721 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2389 0.9023 0.8677 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2514 0.9004 0.8633 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2713 0.9082 0.8712 +Completed interpolation from 41 to 99 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Euclidean distance between 42 and 43: 21.170021057128906. +Interpolating between 42 and 43 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2748 0.9141 0.8785 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2584 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2483 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2449 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2455 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2482 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2526 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2598 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2728 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 43 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 42 and 44: 21.142438888549805. +Interpolating between 42 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2833 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2639 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2539 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2504 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2508 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2530 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2566 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2642 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2748 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 44 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 42 and 45: 21.505224227905273. +Interpolating between 42 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2410 0.9219 0.8901 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2329 0.9199 0.8889 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2319 0.9180 0.8865 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2366 0.9160 0.8841 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2435 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2481 0.9121 0.8794 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2513 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2591 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2732 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 45 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 42 and 46: 21.306278228759766. +Interpolating between 42 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2648 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2544 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2497 0.9180 0.8846 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2505 0.9141 0.8791 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2562 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2606 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2645 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2699 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2777 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 46 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 42 and 47: 22.81684684753418. +Interpolating between 42 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2680 0.9121 0.8760 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2492 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2452 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2525 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2608 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2622 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2616 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2632 0.8984 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2740 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 47 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 42 and 48: 21.19042205810547. +Interpolating between 42 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2645 0.9199 0.8864 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2501 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2435 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2433 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2472 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2518 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2567 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2643 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2753 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 48 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 42 and 49: 20.997528076171875. +Interpolating between 42 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2938 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2764 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2660 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2614 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2596 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2593 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2610 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2657 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2746 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 49 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 42 and 50: 21.461515426635742. +Interpolating between 42 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2784 0.9141 0.8798 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2719 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2651 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2613 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2618 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2653 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2699 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2733 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2792 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 50 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 42 and 51: 21.1862735748291. +Interpolating between 42 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2795 0.9062 0.8681 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2607 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2496 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2451 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2448 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2465 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2504 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2577 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2718 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 51 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 42 and 52: 21.279329299926758. +Interpolating between 42 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2842 0.9121 0.8753 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2647 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2526 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2480 0.9082 0.8698 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2490 0.9062 0.8674 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2517 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2645 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2756 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 52 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 42 and 53: 24.06679344177246. +Interpolating between 42 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2750 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2305 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2327 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2979 0.8809 0.8168 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3778 0.8184 0.6714 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3025 0.9023 0.8588 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2283 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2159 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2455 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 53 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 42 and 54: 21.501686096191406. +Interpolating between 42 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2850 0.9141 0.8791 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2735 0.9199 0.8883 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2712 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2743 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2784 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2787 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2780 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2775 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2806 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 54 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-55.pt +Euclidean distance between 42 and 55: 21.25482177734375. +Interpolating between 42 and 55 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2653 0.9141 0.8778 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2524 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2456 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2460 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2501 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2545 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2589 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2651 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2752 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 55 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-56.pt +Euclidean distance between 42 and 56: 21.806921005249023. +Interpolating between 42 and 56 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2727 0.9082 0.8676 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2555 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2514 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2563 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2612 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2619 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2621 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2666 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2763 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 56 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-57.pt +Euclidean distance between 42 and 57: 21.825260162353516. +Interpolating between 42 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2734 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2546 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2467 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2472 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2515 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2549 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2580 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2648 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2759 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 57 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-58.pt +Euclidean distance between 42 and 58: 21.720260620117188. +Interpolating between 42 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2916 0.9023 0.8641 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2857 0.9004 0.8618 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2869 0.8984 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2907 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2932 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2920 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2877 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2830 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2829 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 58 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-59.pt +Euclidean distance between 42 and 59: 21.57284164428711. +Interpolating between 42 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2812 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2684 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2634 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2636 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2644 0.9004 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2640 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2649 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2694 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2778 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 59 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-60.pt +Euclidean distance between 42 and 60: 22.013648986816406. +Interpolating between 42 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2689 0.9121 0.8747 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2551 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2520 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2567 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2634 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2655 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2666 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2705 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2780 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 60 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-61.pt +Euclidean distance between 42 and 61: 24.168567657470703. +Interpolating between 42 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2813 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2370 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2421 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3125 0.8887 0.8367 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3955 0.8691 0.8012 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3369 0.8750 0.8351 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2449 0.8848 0.8506 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2204 0.9023 0.8670 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2473 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 61 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-62.pt +Euclidean distance between 42 and 62: 21.143251419067383. +Interpolating between 42 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2495 0.9199 0.8871 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2397 0.9219 0.8907 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2364 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2371 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2397 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2430 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2475 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2565 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2710 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 62 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-63.pt +Euclidean distance between 42 and 63: 23.991031646728516. +Interpolating between 42 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2743 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2253 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2235 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2806 0.9023 0.8670 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3360 0.9023 0.8698 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2802 0.9023 0.8698 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2320 0.9004 0.8654 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2317 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2566 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 63 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-64.pt +Euclidean distance between 42 and 64: 21.92033576965332. +Interpolating between 42 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2747 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2611 0.8984 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2563 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2586 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2626 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2627 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2608 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2641 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2751 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 64 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-65.pt +Euclidean distance between 42 and 65: 21.753915786743164. +Interpolating between 42 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2909 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2705 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2611 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2597 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2623 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2642 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2664 0.8965 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2717 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2793 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 65 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-66.pt +Euclidean distance between 42 and 66: 21.523090362548828. +Interpolating between 42 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2915 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2785 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2714 0.8965 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2688 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2696 0.8965 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2718 0.8965 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2734 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2757 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2810 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 66 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-67.pt +Euclidean distance between 42 and 67: 21.510906219482422. +Interpolating between 42 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2840 0.9121 0.8767 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2620 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2510 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2493 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2520 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2546 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2573 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2639 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2755 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 67 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-68.pt +Euclidean distance between 42 and 68: 24.176715850830078. +Interpolating between 42 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2661 0.9004 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2280 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2316 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2906 0.8906 0.8372 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3812 0.8789 0.8075 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3445 0.9004 0.8547 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2410 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2131 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2409 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 68 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-69.pt +Euclidean distance between 42 and 69: 24.118080139160156. +Interpolating between 42 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2586 0.9199 0.8889 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2199 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2277 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2964 0.8945 0.8483 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3915 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3636 0.8926 0.8628 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2594 0.8984 0.8713 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2193 0.9004 0.8668 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2425 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 69 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-70.pt +Euclidean distance between 42 and 70: 23.511354446411133. +Interpolating between 42 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2865 0.8984 0.8556 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2344 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2234 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2428 0.8984 0.8617 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2559 0.8984 0.8624 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2453 0.8926 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2408 0.8945 0.8541 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2485 0.8965 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2663 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 70 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-71.pt +Euclidean distance between 42 and 71: 21.225461959838867. +Interpolating between 42 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.9141 0.8778 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2524 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2507 0.9082 0.8691 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2519 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2546 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2583 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2617 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2676 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2768 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 71 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-72.pt +Euclidean distance between 42 and 72: 21.600048065185547. +Interpolating between 42 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2905 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2707 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2639 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2646 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2678 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2717 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2739 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2765 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2820 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 72 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-73.pt +Euclidean distance between 42 and 73: 21.396272659301758. +Interpolating between 42 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2681 0.9062 0.8674 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2552 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2520 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2532 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2565 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2593 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2615 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2662 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2745 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 73 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-74.pt +Euclidean distance between 42 and 74: 21.42860221862793. +Interpolating between 42 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2635 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2596 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2594 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2613 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2642 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2674 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2701 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2734 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2802 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 74 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-75.pt +Euclidean distance between 42 and 75: 21.186405181884766. +Interpolating between 42 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2969 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2767 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2639 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2577 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2558 0.8965 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2564 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2585 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2647 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2746 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 75 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-76.pt +Euclidean distance between 42 and 76: 22.28177261352539. +Interpolating between 42 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2524 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2455 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2492 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2541 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2566 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2562 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2574 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2640 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2750 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 76 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-77.pt +Euclidean distance between 42 and 77: 21.691993713378906. +Interpolating between 42 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2750 0.9043 0.8672 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2667 0.9023 0.8641 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2650 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2672 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2705 0.8906 0.8462 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2714 0.8945 0.8500 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2710 0.8984 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2718 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2781 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 77 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-78.pt +Euclidean distance between 42 and 78: 24.033493041992188. +Interpolating between 42 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2846 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2329 0.9004 0.8618 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2270 0.9082 0.8740 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2675 0.9043 0.8700 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3057 0.9004 0.8675 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2761 0.8926 0.8586 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2364 0.8984 0.8639 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2349 0.9043 0.8686 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2568 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 78 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-79.pt +Euclidean distance between 42 and 79: 21.256418228149414. +Interpolating between 42 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2527 0.9180 0.8846 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2424 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2383 0.9180 0.8852 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2398 0.9180 0.8865 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2458 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2516 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2572 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2651 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2758 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 79 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-80.pt +Euclidean distance between 42 and 80: 21.467947006225586. +Interpolating between 42 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2608 0.9180 0.8833 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2513 0.9199 0.8864 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2522 0.9121 0.8753 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2576 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2631 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2656 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2673 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2703 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2771 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 80 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-81.pt +Euclidean distance between 42 and 81: 21.147045135498047. +Interpolating between 42 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2687 0.9062 0.8681 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2559 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2492 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2472 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2483 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2499 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2528 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2599 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2729 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 81 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-82.pt +Euclidean distance between 42 and 82: 23.61350440979004. +Interpolating between 42 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2408 0.9121 0.8760 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2128 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2101 0.9062 0.8710 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2305 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2502 0.9004 0.8654 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2490 0.8965 0.8594 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2460 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2534 0.8965 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2689 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 82 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-83.pt +Euclidean distance between 42 and 83: 21.382205963134766. +Interpolating between 42 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2618 0.9082 0.8705 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2539 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2499 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2497 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2518 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2541 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2583 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2655 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2767 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 83 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-84.pt +Euclidean distance between 42 and 84: 22.099618911743164. +Interpolating between 42 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2776 0.9160 0.8815 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2574 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2515 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2549 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2610 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2629 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2628 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2653 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2746 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 84 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-85.pt +Euclidean distance between 42 and 85: 21.411684036254883. +Interpolating between 42 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2756 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2685 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2665 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2673 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2684 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2684 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2682 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2700 0.8984 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2766 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 85 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-86.pt +Euclidean distance between 42 and 86: 21.945266723632812. +Interpolating between 42 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2847 0.9004 0.8587 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2610 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2462 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2412 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2423 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2446 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2483 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2578 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2728 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 86 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-87.pt +Euclidean distance between 42 and 87: 21.45102882385254. +Interpolating between 42 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2546 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2479 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2483 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2514 0.8984 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2552 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2594 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2633 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2680 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2765 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 87 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-88.pt +Euclidean distance between 42 and 88: 21.25877571105957. +Interpolating between 42 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9160 0.8815 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2397 0.9180 0.8833 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2377 0.9141 0.8785 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2399 0.9121 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2436 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2469 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2518 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2604 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2725 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 88 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-89.pt +Euclidean distance between 42 and 89: 21.07819175720215. +Interpolating between 42 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2795 0.9062 0.8689 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2672 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2608 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2577 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2568 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2570 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2586 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2638 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2746 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 89 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-90.pt +Euclidean distance between 42 and 90: 21.34393310546875. +Interpolating between 42 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2574 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2472 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2430 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2429 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2451 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2485 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2536 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2620 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2739 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 90 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-91.pt +Euclidean distance between 42 and 91: 21.42864227294922. +Interpolating between 42 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2774 0.9141 0.8791 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2691 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2645 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2636 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2638 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2643 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2659 0.8965 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2720 0.8984 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2795 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 91 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-92.pt +Euclidean distance between 42 and 92: 23.172687530517578. +Interpolating between 42 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2933 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2547 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2451 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2567 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2703 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2668 0.8926 0.8501 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2597 0.8926 0.8493 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2619 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2733 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 92 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-93.pt +Euclidean distance between 42 and 93: 21.961030960083008. +Interpolating between 42 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2684 0.9121 0.8739 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2609 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2640 0.9023 0.8596 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2769 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2880 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2872 0.8965 0.8540 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2806 0.8984 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2783 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2813 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 93 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-94.pt +Euclidean distance between 42 and 94: 24.021005630493164. +Interpolating between 42 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2751 0.9121 0.8739 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2297 0.9043 0.8620 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2319 0.9023 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2917 0.8945 0.8430 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3639 0.8867 0.8253 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3185 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2382 0.9023 0.8677 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2172 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2446 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 94 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.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 +Euclidean distance between 42 and 95: 21.50816535949707. +Interpolating between 42 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2586 0.9180 0.8840 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2517 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2511 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2550 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2595 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2631 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2653 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2698 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2772 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 95 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.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 +Euclidean distance between 42 and 96: 21.639142990112305. +Interpolating between 42 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 0.2664 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2683 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2792 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2900 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2907 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2864 0.8965 0.8548 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2828 0.8984 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2832 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 96 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.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 42 and 97: 22.16341781616211. +Interpolating between 42 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 0.2539 0.9023 0.8634 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2493 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2536 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2601 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2641 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2660 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2713 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2800 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 97 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.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 42 and 98: 21.238754272460938. +Interpolating between 42 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 0.2418 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2327 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2321 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2347 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2385 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2438 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2536 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2705 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 98 +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.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 42 and 99: 23.640167236328125. +Interpolating between 42 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 0.2157 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2142 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2487 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2779 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2571 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2408 0.8945 0.8533 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2455 0.8984 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2638 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2910 0.9082 0.8705 +Completed interpolation from 42 to 99 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 43 and 44: 20.9835205078125. +Interpolating between 43 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2833 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2607 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2466 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2392 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2362 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2351 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2379 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2451 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2573 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 44 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 43 and 45: 21.057796478271484. +Interpolating between 43 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2410 0.9219 0.8901 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2299 0.9199 0.8883 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2245 0.9160 0.8828 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2239 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2258 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2277 0.9121 0.8780 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2311 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2394 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2541 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 45 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 43 and 46: 21.165876388549805. +Interpolating between 43 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2648 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2498 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2404 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2365 0.9160 0.8835 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2368 0.9141 0.8804 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2384 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2423 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2490 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2595 0.9160 0.8815 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 46 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 43 and 47: 22.636289596557617. +Interpolating between 43 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2680 0.9121 0.8760 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2476 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2407 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2445 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2514 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2533 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2543 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2554 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2618 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 47 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 43 and 48: 21.133705139160156. +Interpolating between 43 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2645 0.9199 0.8864 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2482 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2415 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2414 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2447 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2470 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2481 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2520 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2610 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 48 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 43 and 49: 20.849998474121094. +Interpolating between 43 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2938 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2713 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2551 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2454 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2402 0.9121 0.8760 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2377 0.9121 0.8760 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2386 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2448 0.9141 0.8791 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2567 0.9121 0.8753 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 49 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 43 and 50: 21.167728424072266. +Interpolating between 43 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2784 0.9141 0.8798 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2671 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2572 0.9121 0.8780 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2497 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2444 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2410 0.9180 0.8859 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2412 0.9180 0.8859 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2464 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2572 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 50 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 43 and 51: 21.05096435546875. +Interpolating between 43 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2795 0.9062 0.8681 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2614 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2506 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2454 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2431 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2429 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2438 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2485 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2588 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 51 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 43 and 52: 21.153156280517578. +Interpolating between 43 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2842 0.9121 0.8753 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2632 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2493 0.9141 0.8785 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2420 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2385 0.9121 0.8767 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2373 0.9141 0.8791 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2391 0.9180 0.8846 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2451 0.9160 0.8822 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2570 0.9180 0.8846 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 52 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 43 and 53: 24.074230194091797. +Interpolating between 43 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2750 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2304 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2310 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2879 0.9004 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3580 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3134 0.9004 0.8675 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2382 0.9062 0.8756 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2187 0.9160 0.8865 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2363 0.9180 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 53 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 43 and 54: 21.24997329711914. +Interpolating between 43 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2850 0.9141 0.8791 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2690 0.9219 0.8907 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2608 0.9219 0.8913 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2570 0.9219 0.8913 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2550 0.9199 0.8883 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2536 0.9160 0.8835 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2540 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2571 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2642 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 54 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-55.pt +Euclidean distance between 43 and 55: 20.845510482788086. +Interpolating between 43 and 55 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2653 0.9141 0.8778 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2526 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2440 0.9141 0.8785 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2403 0.9102 0.8729 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2399 0.9102 0.8729 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2412 0.9102 0.8729 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2440 0.9082 0.8705 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2497 0.9121 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2596 0.9141 0.8785 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 55 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-56.pt +Euclidean distance between 43 and 56: 21.52537727355957. +Interpolating between 43 and 56 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2727 0.9082 0.8676 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2513 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2412 0.9160 0.8815 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2390 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2390 0.9141 0.8804 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2388 0.9160 0.8835 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2412 0.9160 0.8841 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2478 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2592 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 56 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-57.pt +Euclidean distance between 43 and 57: 21.615402221679688. +Interpolating between 43 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2734 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2499 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2389 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2363 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2373 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2391 0.9141 0.8817 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2422 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2485 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2593 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 57 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-58.pt +Euclidean distance between 43 and 58: 21.465980529785156. +Interpolating between 43 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2916 0.9023 0.8641 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2860 0.9023 0.8649 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2866 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2845 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2763 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2691 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2647 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2640 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2676 0.9141 0.8785 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 58 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-59.pt +Euclidean distance between 43 and 59: 21.190425872802734. +Interpolating between 43 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2812 0.9102 0.8722 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2651 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2562 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2523 0.9062 0.8674 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2502 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2491 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2497 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2538 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2623 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 59 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-60.pt +Euclidean distance between 43 and 60: 21.728946685791016. +Interpolating between 43 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2689 0.9121 0.8747 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2563 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2501 0.9160 0.8809 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2489 0.9160 0.8822 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2494 0.9160 0.8828 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2492 0.9102 0.8736 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2500 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2531 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2610 0.9180 0.8846 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 60 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-61.pt +Euclidean distance between 43 and 61: 24.17881202697754. +Interpolating between 43 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2813 0.9082 0.8712 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2357 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2447 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3270 0.8984 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4351 0.8809 0.8356 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3923 0.8262 0.7925 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2704 0.8789 0.8473 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2279 0.9043 0.8727 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2396 0.9160 0.8853 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 61 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-62.pt +Euclidean distance between 43 and 62: 20.9824161529541. +Interpolating between 43 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2495 0.9199 0.8871 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2393 0.9219 0.8907 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2344 0.9121 0.8787 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2336 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2347 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2363 0.9141 0.8824 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2395 0.9141 0.8817 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2464 0.9160 0.8828 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2581 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 62 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-63.pt +Euclidean distance between 43 and 63: 23.9969425201416. +Interpolating between 43 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2743 0.9102 0.8736 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2250 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2219 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2730 0.9141 0.8830 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3176 0.8984 0.8660 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2742 0.8945 0.8615 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2292 0.9062 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2253 0.9141 0.8824 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2440 0.9180 0.8871 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 63 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-64.pt +Euclidean distance between 43 and 64: 21.636592864990234. +Interpolating between 43 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2747 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2582 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2501 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2454 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2443 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2432 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2476 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2580 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 64 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-65.pt +Euclidean distance between 43 and 65: 21.447349548339844. +Interpolating between 43 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2909 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2644 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2494 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2434 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2423 0.9160 0.8841 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2431 0.9121 0.8794 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2456 0.9199 0.8907 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2512 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2609 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 65 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-66.pt +Euclidean distance between 43 and 66: 21.257017135620117. +Interpolating between 43 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2915 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2709 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2571 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2495 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2464 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2453 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2464 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2509 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2603 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 66 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-67.pt +Euclidean distance between 43 and 67: 21.191089630126953. +Interpolating between 43 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2840 0.9121 0.8767 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2641 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2517 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2457 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2434 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2429 0.9121 0.8780 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2454 0.9141 0.8804 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2510 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2606 0.9160 0.8822 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 67 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-68.pt +Euclidean distance between 43 and 68: 24.178388595581055. +Interpolating between 43 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2661 0.9004 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2262 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2305 0.9004 0.8563 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2870 0.8926 0.8397 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3695 0.8750 0.8012 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3425 0.8867 0.8284 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2403 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2131 0.9121 0.8794 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2343 0.9160 0.8841 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 68 +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-69.pt +Euclidean distance between 43 and 69: 24.09756088256836. +Interpolating between 43 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2586 0.9199 0.8889 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2209 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2284 0.9082 0.8691 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2897 0.8926 0.8424 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3692 0.8945 0.8483 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3453 0.8906 0.8607 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.9043 0.8759 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2200 0.9102 0.8802 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2354 0.9141 0.8830 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2748 0.9141 0.8785 +Completed interpolation from 43 to 69 +Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@34110steps/interpol_qqp_validation12.pkl!