diff --git "a/qqp_interpol@34110steps/19331476_interpolate_models.out" "b/qqp_interpol@34110steps/19331476_interpolate_models.out" new file mode 100644--- /dev/null +++ "b/qqp_interpol@34110steps/19331476_interpolate_models.out" @@ -0,0 +1,12837 @@ +Tue May 10 06:53:57 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 | 00000000:86:00.0 Off | 0 | +| N/A 46C P8 27W / 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 .9Y5OXGBPPBFYAC4RH4S7, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Creating .DMYWP9DZLXZ2UQ92SJYG, 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 34 and 90: 21.07494354248047. +Interpolating between 34 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 0.2444 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2374 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2347 0.9141 0.8791 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2350 0.9141 0.8791 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2362 0.9121 0.8767 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2386 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2444 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2559 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2721 0.9023 0.8619 +Completed interpolation from 34 to 90 +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Creating .UQQO00SCBDPPVTSHG3DU, 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 34 and 91: 21.183700561523438. +Interpolating between 34 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 0.2673 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2613 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2589 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2584 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2564 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2550 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2555 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2611 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2721 0.9023 0.8619 +Completed interpolation from 34 to 91 +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Creating .QHOLEKH396VMCTY06OGI, 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 34 and 92: 22.908584594726562. +Interpolating between 34 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 0.2582 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2452 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2445 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2464 0.9121 0.8787 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2439 0.9082 0.8740 +[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 0.2438 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2539 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2721 0.9023 0.8619 +Completed interpolation from 34 to 92 +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Creating .213NYSW854XYLBMH1RV0, 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 34 and 93: 21.677579879760742. +Interpolating between 34 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 0.2642 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2659 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2685 0.8984 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2677 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2628 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2567 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2544 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2597 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2721 0.9023 0.8619 +Completed interpolation from 34 to 93 +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Creating .M5QWNJ53ND9EDOXTGRSQ, 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 34 and 94: 23.948753356933594. +Interpolating between 34 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 0.2329 0.9062 0.8644 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2283 0.9043 0.8596 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2642 0.9004 0.8513 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3148 0.9043 0.8596 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2963 0.9043 0.8721 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2461 0.8965 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2249 0.9062 0.8756 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2372 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2721 0.9023 0.8619 +Completed interpolation from 34 to 94 +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Creating .TCJVJT6JOXRM8AS4P878, 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 34 and 95: 21.23946189880371. +Interpolating between 34 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 0.2558 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2544 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2532 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2525 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2516 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2513 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2529 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2597 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2721 0.9023 0.8619 +Completed interpolation from 34 to 95 +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Creating .5EW737GKFMMIIVHRQST1, 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 34 and 96: 21.292680740356445. +Interpolating between 34 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 0.2675 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2661 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2670 0.9121 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2667 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2639 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2603 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2598 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2639 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2721 0.9023 0.8619 +Completed interpolation from 34 to 96 +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Creating .J0BTP58P9J16LRITDUTC, 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 34 and 97: 21.735279083251953. +Interpolating between 34 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 0.2512 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2424 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2411 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2423 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2431 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2433 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2470 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2565 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2721 0.9023 0.8619 +Completed interpolation from 34 to 97 +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Creating .F1RXFTGXB90D5MEZ3XPO, 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 34 and 98: 21.335468292236328. +Interpolating between 34 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 0.2465 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2406 0.9082 0.8740 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2397 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2411 0.9102 0.8770 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2420 0.9102 0.8770 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2433 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2473 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2567 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2721 0.9023 0.8619 +Completed interpolation from 34 to 98 +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Creating .PVE557EWTBD08V8H1MD1, 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 34 and 99: 23.450328826904297. +Interpolating between 34 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 0.2224 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2153 0.9160 0.8835 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2278 0.9141 0.8824 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2425 0.9082 0.8766 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2417 0.9043 0.8707 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2350 0.9062 0.8723 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2382 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2511 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2721 0.9023 0.8619 +Completed interpolation from 34 to 99 +Creating .H0BEJKRJVEWNO0PI5NN6, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .V544FXI6OSCW8OU2FC76, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Euclidean distance between 35 and 36: 21.265111923217773. +Interpolating between 35 and 36 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2945 0.9141 0.8791 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2732 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2601 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2533 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2506 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2509 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2533 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2576 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2651 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 36 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .K3P3YGF7ZAIG1EGVEPR0, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Euclidean distance between 35 and 37: 21.518207550048828. +Interpolating between 35 and 37 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2673 0.9121 0.8760 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2553 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2498 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2485 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2487 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2490 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2507 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2566 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2661 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 37 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .SNA56WS2SK3VNY7W6HZH, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Euclidean distance between 35 and 38: 21.14580726623535. +Interpolating between 35 and 38 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2651 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2558 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2494 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2480 0.9004 0.8633 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2486 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2510 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2551 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2604 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2666 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 38 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .B8VH21ZPH3F73CE1NWBM, 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 +Euclidean distance between 35 and 39: 20.970165252685547. +Interpolating between 35 and 39 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2638 0.9219 0.8907 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2588 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2560 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2542 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2529 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2524 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2537 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2577 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2658 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 39 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .V9A00KZ3QG9BXXJKXNYZ, 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 35 and 40: 22.034191131591797. +Interpolating between 35 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 0.2569 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2471 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2444 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2455 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2470 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2508 0.8984 0.8602 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2578 0.8965 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2662 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 40 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .CZVEU87S15OEGTY6ZXUC, 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 35 and 41: 21.26493263244629. +Interpolating between 35 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 0.2630 0.9043 0.8679 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2604 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2604 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2595 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2575 0.8965 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2571 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2598 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2671 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 41 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .HK5U9HXA4QCNQBAXNKOV, 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 35 and 42: 21.542068481445312. +Interpolating between 35 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 0.2735 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2639 0.8984 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2595 0.8945 0.8533 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2578 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2555 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2533 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2564 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2653 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 42 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .1CKG3A0ZHESJLCW3NA4D, 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 35 and 43: 21.20162010192871. +Interpolating between 35 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 0.2585 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2484 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2438 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2427 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2431 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2457 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2519 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2627 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 43 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .MXEX3L1ZYGHLNCQOPPYR, 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 35 and 44: 21.491289138793945. +Interpolating between 35 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 0.2617 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 0.2492 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2505 0.8984 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2509 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2522 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2562 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2649 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 44 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .NRR9CA0YXW8BMSEU7WHE, 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 35 and 45: 21.176790237426758. +Interpolating between 35 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 0.2271 0.9219 0.8913 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2208 0.9199 0.8895 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2206 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2238 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2285 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2350 0.8984 0.8602 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2446 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2589 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 45 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .9EKS3WUI6QKKAX9JJUXX, 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 35 and 46: 21.56586456298828. +Interpolating between 35 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 0.8778 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2406 0.9160 0.8802 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2375 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2385 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2417 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2452 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2521 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2634 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 46 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .YWRMHKBOQJTQLM61TJLL, 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 35 and 47: 22.713777542114258. +Interpolating between 35 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 0.2490 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2423 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2464 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2513 0.9082 0.8753 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2503 0.9062 0.8730 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2488 0.9023 0.8663 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2516 0.9023 0.8663 +[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 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 47 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .FT7ZO9ZSDAEY2CXS0TRR, 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 35 and 48: 21.722854614257812. +Interpolating between 35 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 0.2439 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2383 0.9102 0.8770 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2448 0.9102 0.8789 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2528 0.9062 0.8737 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2534 0.9023 0.8684 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2515 0.9062 0.8723 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2537 0.9043 0.8693 +[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 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 48 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .RRCU2JDTQINPJBNH6QSH, 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 35 and 49: 21.41482925415039. +Interpolating between 35 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 0.2737 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2600 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2519 0.8926 0.8509 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2499 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2474 0.8906 0.8486 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2471 0.8965 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2508 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2613 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 49 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .GLK644VJF68RCBN8SGP2, 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 35 and 50: 20.94826316833496. +Interpolating between 35 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 0.2672 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2604 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2553 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2534 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2539 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2558 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2595 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2672 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 50 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .PKD8RI1KHLBBS0THGKLD, 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 35 and 51: 21.53278923034668. +Interpolating between 35 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 0.2640 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2549 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2518 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2528 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2535 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2538 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2579 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2663 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 51 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .YGKDHVCQNJIF9V3936R1, 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 35 and 52: 21.592615127563477. +Interpolating between 35 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 0.2596 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2449 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2407 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2410 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2418 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2435 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2497 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2613 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 52 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .UFJ8EMSCRBZNCU4KASGC, 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 35 and 53: 24.1270809173584. +Interpolating between 35 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 0.2314 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2285 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2760 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3404 0.8965 0.8638 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3163 0.8848 0.8550 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2465 0.9043 0.8759 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2187 0.9062 0.8756 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2373 0.9023 0.8656 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 53 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .D17BP7G30Z3DJCTPMTA4, 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 35 and 54: 21.059879302978516. +Interpolating between 35 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 0.2707 0.9199 0.8883 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2629 0.9121 0.8787 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2602 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2595 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2589 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2591 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2622 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2686 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 54 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .JXDUWBQXXYKQG247925Z, 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 35 and 55: 21.1901912689209. +Interpolating between 35 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 0.2533 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2470 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2453 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2467 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2489 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2515 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2557 0.8984 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2643 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 55 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .VCB79B8SXPMW78RHR6G0, 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 35 and 56: 21.508289337158203. +Interpolating between 35 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 0.2547 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2456 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2423 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2410 0.8965 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2404 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2431 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2502 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2618 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 56 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .45H1KY39J5B2VH2O8AY9, 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 35 and 57: 21.955455780029297. +Interpolating between 35 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 0.2488 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2384 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2386 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2425 0.8984 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2439 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2452 0.8945 0.8541 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2513 0.8984 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2623 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 57 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .AANHNS9JP35UAQW64P2Q, 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 35 and 58: 21.188053131103516. +Interpolating between 35 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 0.2892 0.9004 0.8625 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2926 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2948 0.9043 0.8686 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2897 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2798 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2727 0.8965 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2703 0.8965 0.8564 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2726 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 58 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .MGE3730HAI1GZGHPNVTD, 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 35 and 59: 21.323287963867188. +Interpolating between 35 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 0.2641 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2544 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2513 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2510 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2514 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2524 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2568 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2652 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 59 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .T48NDF9V99SQKQ2CT291, 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 35 and 60: 21.510562896728516. +Interpolating between 35 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 0.2590 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2542 0.9121 0.8753 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2545 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2565 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2578 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2592 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2626 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2692 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 60 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .8KROTDH8B93O1R1QASBN, 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 35 and 61: 24.21553611755371. +Interpolating between 35 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 0.2388 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2366 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2864 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3546 0.8906 0.8549 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3425 0.8574 0.8282 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2647 0.8848 0.8557 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2256 0.9043 0.8734 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2416 0.9043 0.8686 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 61 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .PM1T27WFNFOO5WJYOXON, 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 35 and 62: 21.625831604003906. +Interpolating between 35 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 0.2374 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2350 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2386 0.9062 0.8717 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2434 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2457 0.9004 0.8647 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2471 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2522 0.9023 0.8656 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2628 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 62 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .XMX6J30ZXE7KUYE2HWW8, 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 35 and 63: 23.940073013305664. +Interpolating between 35 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 0.2285 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2207 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2508 0.9062 0.8717 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2770 0.8926 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2547 0.8906 0.8557 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2283 0.9102 0.8789 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2259 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2469 0.9004 0.8618 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 63 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .OTZTI27D88E11XHJ9FV4, 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 35 and 64: 21.36651039123535. +Interpolating between 35 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 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2491 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2452 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2431 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2421 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2434 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2493 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2605 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 64 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .WVP4XWUBNKW3BSMTOQIO, 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 35 and 65: 21.598312377929688. +Interpolating between 35 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 0.2660 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2523 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2484 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2489 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2488 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2497 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2552 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2650 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 65 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .71ETGEI6168VB5AU9T8F, 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 35 and 66: 20.9002628326416. +Interpolating between 35 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 0.2718 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2587 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2518 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2494 0.9004 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2496 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2519 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2564 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2643 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 66 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .PJRGV74B3JYAL75Z8N4Y, 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 35 and 67: 21.49494743347168. +Interpolating between 35 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 0.2599 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2474 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2439 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2439 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2443 0.8965 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2461 0.8906 0.8486 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2519 0.8945 0.8533 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2625 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 67 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .PC3J2U7XX4Q7D4COYHNG, 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 35 and 68: 24.204524993896484. +Interpolating between 35 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 0.2321 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2281 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2570 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3019 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2923 0.8965 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2348 0.8984 0.8653 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2108 0.8965 0.8609 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2342 0.8984 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 68 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .IF6Q6O3VJMGLEJJABATT, 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 35 and 69: 24.159191131591797. +Interpolating between 35 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 0.2233 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2276 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2822 0.9023 0.8596 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3671 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3712 0.8672 0.8396 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2820 0.8809 0.8530 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2253 0.9043 0.8747 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2359 0.9043 0.8700 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 69 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .S2K92N858E9KGF508EWM, 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 35 and 70: 23.528127670288086. +Interpolating between 35 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 0.2363 0.9082 0.8726 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2228 0.9102 0.8757 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2359 0.9141 0.8836 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2474 0.9062 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2431 0.8984 0.8639 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2339 0.8984 0.8624 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2379 0.8984 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2546 0.8965 0.8564 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 70 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .I9MJCIBR1CJ9091UDIPU, 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 35 and 71: 21.245298385620117. +Interpolating between 35 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 0.2480 0.9160 0.8815 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2429 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2429 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2447 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2461 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2481 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2536 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2640 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 71 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .YGDFTL8VWHZIZG97KWJQ, 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 35 and 72: 21.187801361083984. +Interpolating between 35 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 0.2699 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2606 0.9121 0.8787 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2583 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2579 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2580 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2583 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2614 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2681 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 72 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .CX08K786RDJ71X4N546Q, 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 35 and 73: 20.882503509521484. +Interpolating between 35 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 0.2509 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2408 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2365 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2356 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2368 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2403 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2481 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2606 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 73 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .KPZCK1K4M58QHDY5GU7K, 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 35 and 74: 21.390460968017578. +Interpolating between 35 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 0.2528 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2470 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2465 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2472 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2491 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2515 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2571 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2663 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 74 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .HV016SX4IXWA1XEW1V3N, 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 35 and 75: 21.366426467895508. +Interpolating between 35 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 0.2765 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2639 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2563 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2533 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2522 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2521 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2566 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2660 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 75 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .F8KS1QNGFIQ02ORBCS0I, 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 35 and 76: 22.236629486083984. +Interpolating between 35 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 0.2394 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2405 0.9082 0.8747 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2492 0.9121 0.8819 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2526 0.9062 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2460 0.9082 0.8766 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2429 0.9004 0.8640 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2478 0.9023 0.8663 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2594 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 76 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .HK4UVB5CV1F5HHC57FR9, 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 35 and 77: 21.175323486328125. +Interpolating between 35 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 0.2681 0.9023 0.8649 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2633 0.8965 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2600 0.8945 0.8541 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2583 0.8906 0.8478 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2568 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2574 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2596 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2665 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 77 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .AUC1P08BB4ZUDXEZF10Z, 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 35 and 78: 24.020599365234375. +Interpolating between 35 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 0.2372 0.9023 0.8649 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2268 0.9062 0.8723 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2515 0.9043 0.8727 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2787 0.8926 0.8608 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2703 0.8848 0.8536 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2411 0.9023 0.8718 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2317 0.9043 0.8707 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2486 0.9023 0.8656 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 78 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .ZNU2Q0NYL474PVQ7F2HC, 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 35 and 79: 21.281658172607422. +Interpolating between 35 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 0.2403 0.9180 0.8852 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2348 0.9199 0.8883 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2353 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2397 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2427 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2467 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2531 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2634 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 79 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .49TA75RAHN3KESX3WQ2T, 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 35 and 80: 21.363428115844727. +Interpolating between 35 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 0.2586 0.9199 0.8871 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2627 0.9180 0.8846 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2691 0.9180 0.8852 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2710 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2674 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2626 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2618 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2672 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 80 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .70KIYLBAJQ52S32DCBPL, 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 35 and 81: 21.4313907623291. +Interpolating between 35 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 0.2551 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2483 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2475 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2491 0.8945 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2502 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2518 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2562 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2650 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 81 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .TAP5XE2VANTC0FY77XPE, 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 35 and 82: 23.610214233398438. +Interpolating between 35 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 0.2113 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2068 0.9121 0.8787 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2263 0.9121 0.8800 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2430 0.9023 0.8691 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2404 0.8984 0.8632 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2330 0.8965 0.8602 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2385 0.8984 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2545 0.9004 0.8610 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 82 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .PVKN9ZO93EDNQL4B6538, 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 35 and 83: 21.018369674682617. +Interpolating between 35 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 0.2475 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 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 0.2368 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2392 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2432 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2507 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2625 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 83 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .XUT8F1MIIV61WAJ8ADFT, 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 35 and 84: 21.542221069335938. +Interpolating between 35 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 0.2611 0.9199 0.8877 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2534 0.9199 0.8883 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2506 0.9160 0.8828 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2500 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2495 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2515 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2568 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2660 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 84 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .MW67UDFT6LBE1GWWKIJX, 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 35 and 85: 21.160221099853516. +Interpolating between 35 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 0.2673 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2616 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2591 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2578 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2564 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2551 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2569 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2645 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 85 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .UZQJZKHCRYXTLPA917TS, 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 35 and 86: 22.134370803833008. +Interpolating between 35 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 0.2534 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2371 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2355 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2394 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2394 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2383 0.8984 0.8602 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2429 0.8984 0.8602 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2565 0.9004 0.8610 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 86 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .6SRF428CF3NK337ZCYBE, 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 35 and 87: 21.188846588134766. +Interpolating between 35 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 0.2410 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2342 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2330 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2346 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2373 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2417 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2500 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2620 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 87 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .WFX9W42OBA7834BKN6KY, 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 35 and 88: 21.65550994873047. +Interpolating between 35 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 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2371 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2406 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2448 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2475 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2488 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2527 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2624 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 88 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Creating .404Y5UQ019523Z6JDQOQ, 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 35 and 89: 21.492847442626953. +Interpolating between 35 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 0.2641 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2574 0.9062 0.8710 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2562 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2569 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2560 0.8965 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2539 0.8984 0.8602 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2561 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2646 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 89 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.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 35 and 90: 21.114042282104492. +Interpolating between 35 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 0.2428 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2355 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2340 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2354 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2378 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2418 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2495 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2618 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 90 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.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 35 and 91: 21.000118255615234. +Interpolating between 35 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 0.2685 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2623 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2593 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2582 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2574 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2580 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2614 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2685 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 91 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.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 35 and 92: 23.01576805114746. +Interpolating between 35 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 0.2578 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2458 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2462 0.9121 0.8774 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2506 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2502 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2475 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2506 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2622 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 92 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.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 35 and 93: 21.719345092773438. +Interpolating between 35 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 0.2605 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2602 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2636 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2644 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2585 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2540 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2566 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2648 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 93 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.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 35 and 94: 24.119028091430664. +Interpolating between 35 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 0.2323 0.9062 0.8636 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2290 0.9082 0.8669 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2725 0.9023 0.8580 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3335 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3214 0.8906 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2501 0.8984 0.8680 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2183 0.9082 0.8773 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2364 0.9023 0.8656 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 94 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.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 35 and 95: 20.747350692749023. +Interpolating between 35 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 0.2512 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.9121 0.8774 +[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 0.2432 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2468 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2501 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2560 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2654 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 95 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.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 35 and 96: 21.212623596191406. +Interpolating between 35 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 0.2691 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2721 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2819 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2869 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2783 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2689 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2668 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2702 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 96 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.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 35 and 97: 21.95857810974121. +Interpolating between 35 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 0.2540 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2464 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2471 0.9043 0.8686 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2493 0.9023 0.8663 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2507 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2525 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2567 0.8984 0.8602 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2654 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 97 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.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 35 and 98: 21.554229736328125. +Interpolating between 35 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 0.2450 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2375 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2374 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2403 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2424 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2443 0.9023 0.8663 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2501 0.9004 0.8633 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2614 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 98 +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.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 35 and 99: 23.556074142456055. +Interpolating between 35 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 0.2226 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2140 0.9180 0.8852 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2236 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2347 0.9102 0.8770 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2342 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2305 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2376 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2542 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2786 0.9082 0.8705 +Completed interpolation from 35 to 99 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Euclidean distance between 36 and 37: 21.626476287841797. +Interpolating between 36 and 37 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2673 0.9121 0.8760 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2544 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2511 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2548 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2584 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2596 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2606 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2667 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2776 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 37 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Euclidean distance between 36 and 38: 21.36666488647461. +Interpolating between 36 and 38 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2651 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2617 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2607 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2611 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2628 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2635 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2649 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2687 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2783 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 38 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 +Euclidean distance between 36 and 39: 21.29549217224121. +Interpolating between 36 and 39 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2638 0.9219 0.8907 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2635 0.9180 0.8852 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2671 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2710 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2706 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2670 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2656 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2692 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2789 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 39 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 +Euclidean distance between 36 and 40: 21.97564697265625. +Interpolating between 36 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 0.2521 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2411 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2408 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2444 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2459 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2483 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2559 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2710 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 40 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 41: 21.301300048828125. +Interpolating between 36 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 0.2697 0.9043 0.8672 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2731 0.9004 0.8618 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2738 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2767 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2737 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2701 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2725 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2812 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 41 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 42: 21.33834457397461. +Interpolating between 36 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 0.2767 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2682 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2631 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2618 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2616 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2625 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2667 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2767 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 42 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 43: 21.184566497802734. +Interpolating between 36 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 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2564 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2532 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2526 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2531 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2554 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2623 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2753 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 43 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 44: 21.272872924804688. +Interpolating between 36 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 0.2648 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2552 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2524 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2524 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2538 0.9121 0.8780 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2573 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2639 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2758 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 44 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 45: 21.221294403076172. +Interpolating between 36 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 0.9160 0.8835 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2243 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2259 0.9141 0.8817 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2313 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2361 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2415 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2526 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2688 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 45 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 46: 21.281816482543945. +Interpolating between 36 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 0.2529 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2470 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2461 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2473 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2503 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2550 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2623 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2752 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 46 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 47: 22.666105270385742. +Interpolating between 36 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 0.2496 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2443 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2531 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2615 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2604 0.9004 0.8633 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2581 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2611 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2733 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 47 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 48: 21.470401763916016. +Interpolating between 36 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 0.2539 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2520 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2570 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2649 0.9121 0.8794 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2665 0.9121 0.8800 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2662 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2688 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2773 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 48 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 49: 21.245454788208008. +Interpolating between 36 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 0.2758 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2624 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2556 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2525 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2529 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2565 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2634 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2759 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 49 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 50: 21.246906280517578. +Interpolating between 36 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 0.2706 0.9082 0.8726 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2641 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2584 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2569 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2576 0.9121 0.8780 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2602 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2650 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2756 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 50 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 51: 21.31045150756836. +Interpolating between 36 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 0.2678 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2632 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2627 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2627 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2626 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2630 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2677 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2777 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 51 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 52: 21.186901092529297. +Interpolating between 36 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 0.2651 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2542 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2497 0.9121 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2503 0.9102 0.8736 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2531 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2572 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2646 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2767 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 52 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 53: 23.984121322631836. +Interpolating between 36 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 0.2290 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2236 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2659 0.9023 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3162 0.8984 0.8531 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2708 0.9062 0.8756 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2358 0.9023 0.8711 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2323 0.9141 0.8842 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2546 0.9121 0.8787 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 53 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 54: 21.261274337768555. +Interpolating between 36 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 0.2723 0.9199 0.8883 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2639 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2604 0.9141 0.8798 +[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 0.2611 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2636 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2693 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2797 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 54 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 55: 21.234703063964844. +Interpolating between 36 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 0.2527 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2460 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2439 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2448 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2467 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2503 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2581 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2722 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 55 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 56: 21.4244441986084. +Interpolating between 36 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 0.2528 0.9082 0.8683 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2453 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2479 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2528 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2548 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2560 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2613 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2730 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 56 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 57: 21.60382080078125. +Interpolating between 36 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 0.2507 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2409 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2411 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2446 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2478 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2515 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2603 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2738 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 57 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 58: 21.532123565673828. +Interpolating between 36 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 0.2930 0.9004 0.8618 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2976 0.9004 0.8618 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2979 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2913 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2831 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2769 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2753 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2817 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 58 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 59: 21.34723663330078. +Interpolating between 36 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 0.2645 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2562 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2533 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2531 0.9004 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2528 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2627 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2748 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 59 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 60: 21.78441047668457. +Interpolating between 36 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 0.2609 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2569 0.9121 0.8747 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2582 0.9082 0.8698 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2611 0.9043 0.8643 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2599 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2598 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2643 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2758 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 60 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 61: 24.100351333618164. +Interpolating between 36 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 0.2379 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2358 0.8984 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2831 0.9023 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3450 0.8809 0.8301 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3136 0.8789 0.8473 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2569 0.8906 0.8593 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2427 0.9062 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2600 0.9121 0.8787 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 61 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 62: 21.39778709411621. +Interpolating between 36 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 0.2428 0.9199 0.8889 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2438 0.9102 0.8763 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2483 0.9102 0.8770 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2533 0.9102 0.8770 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2557 0.9121 0.8794 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2583 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2636 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2746 0.9160 0.8828 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 62 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 63: 23.877405166625977. +Interpolating between 36 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 0.2278 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2218 0.9062 0.8717 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2602 0.9023 0.8670 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2965 0.8926 0.8586 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2698 0.9004 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2406 0.9043 0.8721 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2426 0.9082 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2627 0.9121 0.8787 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 63 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 64: 21.7216854095459. +Interpolating between 36 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 0.2620 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2576 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2558 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2537 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2515 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2512 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2568 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2705 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 64 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 65: 21.48030662536621. +Interpolating between 36 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 0.2544 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2514 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2517 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2525 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2554 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2615 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2737 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 65 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 66: 21.172487258911133. +Interpolating between 36 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 0.2823 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2748 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2698 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2662 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2644 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2653 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2703 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2797 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 66 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 67: 21.28021812438965. +Interpolating between 36 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 0.2686 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2608 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2589 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2598 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2609 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2628 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2679 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2782 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 67 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 68: 24.13299560546875. +Interpolating between 36 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 0.2284 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2259 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2667 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3322 0.9004 0.8555 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3108 0.8984 0.8624 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2438 0.9062 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2264 0.9180 0.8883 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2503 0.9121 0.8787 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 68 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 69: 24.06378936767578. +Interpolating between 36 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 0.2201 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2256 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2881 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3768 0.9062 0.8723 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3623 0.8574 0.8282 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2728 0.8906 0.8614 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.9023 0.8711 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.9121 0.8787 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 69 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 70: 23.3948917388916. +Interpolating between 36 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 0.2386 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2247 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2396 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2552 0.9023 0.8677 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2484 0.9004 0.8647 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2432 0.9043 0.8700 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2513 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2690 0.9102 0.8757 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 70 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 71: 21.14728546142578. +Interpolating between 36 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 0.2515 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2488 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2496 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2521 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2552 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2587 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2649 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2762 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 71 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 72: 21.352216720581055. +Interpolating between 36 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 0.2740 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2644 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2596 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2591 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2596 0.9062 0.8696 +[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 0.2672 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2787 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 72 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 73: 21.14852523803711. +Interpolating between 36 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 0.2577 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2523 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2510 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2515 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2533 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2620 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2748 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 73 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 74: 21.239198684692383. +Interpolating between 36 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 0.2550 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2500 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2481 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2487 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2499 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2522 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2586 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2721 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 74 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 75: 21.283239364624023. +Interpolating between 36 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 0.2829 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2738 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2667 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2633 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2619 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2636 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2684 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2775 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 75 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 76: 22.147212982177734. +Interpolating between 36 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 0.2450 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2471 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2543 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2584 0.9082 0.8747 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2560 0.9062 0.8723 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2559 0.9102 0.8770 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2607 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2740 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 76 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 77: 21.408205032348633. +Interpolating between 36 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 0.2725 0.9062 0.8710 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2721 0.9004 0.8640 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2722 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2701 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2653 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2643 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2678 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2774 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 77 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 78: 23.927221298217773. +Interpolating between 36 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 0.2350 0.9023 0.8649 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2240 0.9023 0.8670 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2487 0.9062 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2787 0.8945 0.8636 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2727 0.8867 0.8543 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.8965 0.8638 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2505 0.9043 0.8707 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2647 0.9121 0.8787 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 78 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 79: 21.167341232299805. +Interpolating between 36 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 0.2431 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2395 0.9160 0.8822 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2437 0.9141 0.8798 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2476 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2511 0.9102 0.8743 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2626 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2754 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 79 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 80: 21.33159637451172. +Interpolating between 36 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 0.2621 0.9199 0.8864 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2680 0.9180 0.8840 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2740 0.9160 0.8822 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2744 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2697 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2667 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2704 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2800 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 80 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 81: 21.175939559936523. +Interpolating between 36 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 0.2588 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2533 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2512 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2519 0.9062 0.8710 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2540 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2580 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2641 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2759 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 81 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 82: 23.505964279174805. +Interpolating between 36 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 0.2139 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2096 0.9121 0.8787 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2278 0.9043 0.8686 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2461 0.8965 0.8594 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2504 0.8965 0.8594 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2458 0.9062 0.8730 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2518 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2689 0.9082 0.8726 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 82 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 83: 21.220870971679688. +Interpolating between 36 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 0.2563 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2532 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2531 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2553 0.9141 0.8804 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2597 0.9121 0.8774 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2628 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2679 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2773 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 83 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 84: 21.714935302734375. +Interpolating between 36 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 0.2639 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2599 0.9121 0.8774 +[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 0.2624 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2605 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2597 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2640 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2752 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 84 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 85: 21.290813446044922. +Interpolating between 36 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 0.2682 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2633 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2604 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2587 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2573 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2580 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2631 0.9121 0.8780 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2746 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 85 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 86: 21.85553741455078. +Interpolating between 36 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 0.2545 0.8984 0.8564 +[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 0.2330 0.9043 0.8686 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2363 0.9062 0.8730 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2397 0.9043 0.8700 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2443 0.9043 0.8693 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2520 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2680 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 86 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 87: 21.155202865600586. +Interpolating between 36 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 0.2473 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2499 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2526 0.9043 0.8658 +[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 0.2628 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2752 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 87 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 88: 21.377660751342773. +Interpolating between 36 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 0.2450 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2459 0.9141 0.8785 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2503 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2557 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2599 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2632 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2688 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2788 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 88 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 89: 21.265275955200195. +Interpolating between 36 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 0.2670 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2602 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2573 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2570 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2582 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2605 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2656 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2764 0.9141 0.8804 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 89 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 90: 21.02851676940918. +Interpolating between 36 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 0.2471 0.9141 0.8778 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2419 0.9141 0.8785 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2401 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2407 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2437 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2489 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2580 0.9121 0.8774 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2728 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 90 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 91: 21.227020263671875. +Interpolating between 36 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 0.2722 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2682 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2645 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2623 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2621 0.9102 0.8757 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2626 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2669 0.9141 0.8804 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2778 0.9141 0.8798 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 91 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 92: 23.028594970703125. +Interpolating between 36 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 0.2613 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2536 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2592 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2652 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2625 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2578 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2626 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2744 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 92 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 93: 21.85984230041504. +Interpolating between 36 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 0.2649 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2707 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2772 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2733 0.8984 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2645 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2602 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2635 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2749 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 93 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 94: 23.964237213134766. +Interpolating between 36 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 0.9062 0.8652 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2240 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2596 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3066 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2920 0.8906 0.8600 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2477 0.8984 0.8680 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2333 0.9082 0.8773 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2537 0.9121 0.8787 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 94 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 95: 21.323694229125977. +Interpolating between 36 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 0.2522 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2489 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2479 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2481 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2489 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2518 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2588 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2730 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 95 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 96: 21.398916244506836. +Interpolating between 36 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 0.2746 0.9160 0.8822 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2816 0.9160 0.8815 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2913 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2922 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2846 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2780 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2769 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2825 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 96 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 97: 21.85981559753418. +Interpolating between 36 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 0.2537 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2471 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2486 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2523 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2545 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2572 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2631 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2751 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 97 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 98: 21.28342056274414. +Interpolating between 36 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 0.2458 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2402 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2414 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2447 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2479 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2529 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2603 0.9141 0.8811 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2738 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 98 +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.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 36 and 99: 23.567514419555664. +Interpolating between 36 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 0.2200 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2140 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2354 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2594 0.9121 0.8800 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2534 0.9102 0.8770 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2452 0.9102 0.8770 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2502 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2673 0.9102 0.8757 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2945 0.9141 0.8791 +Completed interpolation from 36 to 99 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Euclidean distance between 37 and 38: 21.927335739135742. +Interpolating between 37 and 38 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2651 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2628 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2615 0.9023 0.8649 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2595 0.8965 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2592 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2593 0.8945 0.8541 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2576 0.8945 0.8533 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2543 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2563 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 38 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 +Euclidean distance between 37 and 39: 21.509309768676758. +Interpolating between 37 and 39 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2638 0.9219 0.8907 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2579 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2547 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2548 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2576 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2555 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2542 0.9082 0.8705 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2536 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2571 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 39 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 +Euclidean distance between 37 and 40: 21.8763370513916. +Interpolating between 37 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 0.2529 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2400 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2361 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2382 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2377 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2354 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2483 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 40 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 41: 21.59181785583496. +Interpolating between 37 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 0.2637 0.9004 0.8618 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2605 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2588 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2580 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2566 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2548 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2546 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2579 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 41 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 42: 22.008031845092773. +Interpolating between 37 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 0.2814 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2763 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2719 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2691 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2654 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2590 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2555 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2573 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 42 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 43: 21.645631790161133. +Interpolating between 37 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 0.2632 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2557 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2514 0.9160 0.8828 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2501 0.9141 0.8804 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2498 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2483 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2485 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2534 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 43 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 44: 21.730533599853516. +Interpolating between 37 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 0.2652 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2539 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2492 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2478 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2486 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2467 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2467 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2526 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 44 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 45: 21.412311553955078. +Interpolating between 37 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 0.2314 0.9180 0.8852 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2258 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2246 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2275 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2302 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2333 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2387 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2495 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 45 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 46: 21.979677200317383. +Interpolating between 37 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 0.2507 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2426 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2395 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2423 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2462 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2457 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2450 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2511 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 46 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 47: 22.25033950805664. +Interpolating between 37 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 0.2485 0.9082 0.8719 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2383 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2367 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2382 0.9160 0.8835 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2382 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2365 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2394 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2492 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 47 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 48: 22.036014556884766. +Interpolating between 37 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 0.2461 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2387 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2416 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2501 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2510 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2445 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2432 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2499 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 48 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 49: 21.90899085998535. +Interpolating between 37 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 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2674 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2611 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2589 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2556 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2506 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2485 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2530 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 49 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 50: 21.683778762817383. +Interpolating between 37 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 0.2710 0.9062 0.8703 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2634 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2579 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2552 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2543 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2512 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2507 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2546 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 50 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 51: 21.880107879638672. +Interpolating between 37 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 0.2647 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2575 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2552 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2552 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2548 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2520 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2518 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2557 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 51 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 52: 21.88939094543457. +Interpolating between 37 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 0.2644 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2508 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2458 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2470 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2462 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2422 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2411 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2494 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 52 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 53: 23.775270462036133. +Interpolating between 37 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 0.2321 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2239 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2540 0.8984 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2965 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2910 0.8984 0.8680 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2431 0.9043 0.8740 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2190 0.9102 0.8789 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2314 0.9102 0.8757 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 53 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 54: 21.469924926757812. +Interpolating between 37 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 0.2650 0.9238 0.8937 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2518 0.9219 0.8913 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2453 0.9219 0.8913 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2446 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2438 0.9141 0.8811 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2433 0.9160 0.8835 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2450 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2522 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 54 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 55: 21.612634658813477. +Interpolating between 37 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 0.2551 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2490 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2460 0.9102 0.8729 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2455 0.9102 0.8736 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2457 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2459 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2469 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2531 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 55 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 56: 21.406984329223633. +Interpolating between 37 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 0.2501 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2389 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2367 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2378 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2364 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2346 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2489 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 56 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 57: 21.72321128845215. +Interpolating between 37 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 0.2534 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2428 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2392 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2402 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2392 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2379 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2511 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 57 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 58: 21.608360290527344. +Interpolating between 37 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 0.8984 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2777 0.8984 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2750 0.9004 0.8633 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2751 0.8965 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2708 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2659 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2617 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2612 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 58 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 59: 21.447769165039062. +Interpolating between 37 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 0.2676 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2596 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2560 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2547 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2536 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2523 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2532 0.9082 0.8698 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2577 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 59 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 60: 21.390485763549805. +Interpolating between 37 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 0.2577 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2514 0.9141 0.8778 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2494 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2501 0.9102 0.8736 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2504 0.9121 0.8760 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2498 0.9102 0.8729 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2517 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2569 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 60 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 61: 23.92494773864746. +Interpolating between 37 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 0.2400 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2369 0.9023 0.8596 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2791 0.8906 0.8400 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3431 0.8984 0.8653 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3423 0.8750 0.8447 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2689 0.8906 0.8621 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2254 0.9121 0.8825 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2341 0.9102 0.8757 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 61 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 62: 21.958152770996094. +Interpolating between 37 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 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2360 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2380 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2426 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2452 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2425 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2430 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2509 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 62 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 63: 23.57335090637207. +Interpolating between 37 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 0.2291 0.9160 0.8815 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2155 0.9102 0.8763 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2346 0.9121 0.8794 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2593 0.9141 0.8836 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2553 0.9102 0.8789 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2314 0.9102 0.8783 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2245 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2399 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 63 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 64: 21.558290481567383. +Interpolating between 37 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 0.2595 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2519 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2518 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2499 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2478 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2456 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2472 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2542 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 64 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 65: 21.251806259155273. +Interpolating between 37 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 0.2661 0.9062 0.8659 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2506 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2427 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2395 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2380 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2386 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2425 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2517 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 65 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 66: 21.595237731933594. +Interpolating between 37 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 0.2743 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2616 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2546 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2544 0.8965 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2548 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2540 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2535 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2571 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 66 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 67: 21.492753982543945. +Interpolating between 37 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 0.2672 0.9141 0.8791 +[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 0.2505 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2477 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2462 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2450 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2470 0.9121 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2534 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 67 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 68: 23.884443283081055. +Interpolating between 37 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 0.2297 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2254 0.9004 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2566 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3087 0.8984 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3110 0.9043 0.8700 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2499 0.9102 0.8808 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2155 0.9160 0.8859 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2269 0.9102 0.8757 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 68 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 69: 23.84290885925293. +Interpolating between 37 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 0.2238 0.9160 0.8802 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2249 0.9062 0.8644 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2595 0.8887 0.8328 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3080 0.8926 0.8387 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3079 0.9023 0.8670 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2520 0.9082 0.8798 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2184 0.9082 0.8773 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2289 0.9062 0.8710 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 69 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 70: 23.225570678710938. +Interpolating between 37 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 0.2385 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2208 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2276 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2410 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2409 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2328 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2328 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2450 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 70 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 71: 21.57426643371582. +Interpolating between 37 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 0.2520 0.9141 0.8778 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2494 0.9121 0.8753 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2490 0.9121 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2507 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2516 0.9102 0.8736 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2510 0.9082 0.8705 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2520 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2568 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 71 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 72: 21.487258911132812. +Interpolating between 37 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 0.2672 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2540 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2497 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2502 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2495 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2484 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2504 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2562 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 72 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 73: 21.51961326599121. +Interpolating between 37 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 0.2596 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2546 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2540 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2543 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2539 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2518 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2520 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2562 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 73 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 74: 21.691251754760742. +Interpolating between 37 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 0.2562 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2535 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2531 0.9062 0.8689 +[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 0.2542 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2517 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2516 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2559 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 74 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 75: 21.995302200317383. +Interpolating between 37 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 0.2840 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2744 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2680 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2660 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2647 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2621 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2566 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2562 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 75 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 76: 21.906591415405273. +Interpolating between 37 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 0.2390 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2343 0.9199 0.8877 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2372 0.9180 0.8846 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2416 0.9141 0.8798 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2419 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2400 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2421 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2503 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 76 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 77: 21.497987747192383. +Interpolating between 37 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 0.2680 0.9043 0.8679 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2628 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2605 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2611 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2579 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2533 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2515 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2555 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 77 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 78: 23.598848342895508. +Interpolating between 37 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 0.2368 0.9023 0.8649 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2205 0.9062 0.8710 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2315 0.9121 0.8819 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2519 0.9062 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2502 0.9082 0.8786 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2320 0.9102 0.8789 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2253 0.9102 0.8777 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2392 0.9102 0.8757 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 78 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 79: 21.65497589111328. +Interpolating between 37 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 0.2452 0.9180 0.8852 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2412 0.9180 0.8852 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2410 0.9199 0.8883 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2450 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2473 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2474 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2487 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 79 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 80: 21.738971710205078. +Interpolating between 37 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 0.2524 0.9199 0.8871 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2486 0.9219 0.8901 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2488 0.9180 0.8852 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2524 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2517 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2480 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2478 0.9121 0.8760 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2529 0.9102 0.8729 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 80 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 81: 21.771923065185547. +Interpolating between 37 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 0.2588 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2514 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2463 0.9062 0.8674 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2455 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2454 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2446 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2466 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2532 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 81 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 82: 23.258644104003906. +Interpolating between 37 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 0.2107 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2039 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2197 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2373 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2363 0.9062 0.8723 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2286 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2299 0.9102 0.8757 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2440 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 82 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 83: 21.648435592651367. +Interpolating between 37 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 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2450 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2459 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2478 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 0.2460 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2466 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2526 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 83 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 84: 21.67652130126953. +Interpolating between 37 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 0.2594 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2486 0.9160 0.8835 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2442 0.9180 0.8865 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2454 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2461 0.9141 0.8811 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2466 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2491 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2553 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 84 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 85: 21.63636589050293. +Interpolating between 37 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 0.2702 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2665 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2631 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2600 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2558 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2524 0.9062 0.8674 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2517 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2559 0.9121 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 85 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 86: 21.993667602539062. +Interpolating between 37 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 0.2626 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2472 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2404 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2423 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2416 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2382 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2387 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2482 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 86 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 87: 21.404531478881836. +Interpolating between 37 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 0.2456 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2422 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2418 0.9082 0.8698 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2433 0.9062 0.8674 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2441 0.9062 0.8674 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2434 0.9062 0.8674 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2452 0.9082 0.8698 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2524 0.9102 0.8729 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 87 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 88: 21.87893295288086. +Interpolating between 37 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 0.2422 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2413 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2436 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2476 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2480 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2456 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2459 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2522 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 88 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 89: 21.97978401184082. +Interpolating between 37 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 0.2676 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2609 0.8965 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2586 0.8965 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2592 0.8965 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2583 0.8926 0.8509 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2532 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2490 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2519 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 89 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 90: 21.539779663085938. +Interpolating between 37 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 0.2451 0.9160 0.8815 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2383 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2365 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2383 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2401 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2415 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2448 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2527 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 90 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 91: 21.48345947265625. +Interpolating between 37 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 0.2670 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2605 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2581 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2572 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2546 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2505 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2497 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2549 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 91 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 92: 22.74530792236328. +Interpolating between 37 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 0.2539 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2364 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2349 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2415 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2433 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2409 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2427 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2510 0.9121 0.8774 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 92 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 93: 21.691911697387695. +Interpolating between 37 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 0.2572 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2504 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2500 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2505 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2496 0.9160 0.8828 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2468 0.9141 0.8798 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2467 0.9160 0.8815 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2528 0.9102 0.8729 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 93 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 94: 23.810302734375. +Interpolating between 37 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 0.2335 0.9043 0.8612 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2286 0.9043 0.8604 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2650 0.8945 0.8421 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3189 0.9043 0.8620 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3195 0.9023 0.8718 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2544 0.9023 0.8724 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2192 0.9102 0.8789 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2295 0.9082 0.8733 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 94 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 95: 21.596492767333984. +Interpolating between 37 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 0.2514 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2469 0.9121 0.8774 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2456 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2479 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2491 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2477 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2489 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2541 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 95 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 96: 21.559497833251953. +Interpolating between 37 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 0.2634 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2574 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2556 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2569 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2559 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2536 0.9141 0.8804 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2530 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2562 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 96 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 97: 21.633543014526367. +Interpolating between 37 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 0.2507 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2400 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2377 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2388 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2388 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2368 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2397 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2491 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 97 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 98: 21.871217727661133. +Interpolating between 37 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 0.2442 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2356 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2357 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2409 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2433 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2401 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2406 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2499 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 98 +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.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 37 and 99: 23.210609436035156. +Interpolating between 37 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 0.2212 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2106 0.9141 0.8785 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2187 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2293 0.9102 0.8763 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2311 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2256 0.9121 0.8787 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2273 0.9121 0.8787 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2420 0.9121 0.8780 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2673 0.9121 0.8760 +Completed interpolation from 37 to 99 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 +Euclidean distance between 38 and 39: 21.278833389282227. +Interpolating between 38 and 39 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2638 0.9219 0.8907 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2583 0.9199 0.8877 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2562 0.9160 0.8815 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2557 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2554 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2542 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2523 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2540 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2578 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 39 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 +Euclidean distance between 38 and 40: 22.335161209106445. +Interpolating between 38 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 0.2529 0.9141 0.8804 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2435 0.9121 0.8774 +[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 0.2488 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2497 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2494 0.9023 0.8663 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2510 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2570 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 40 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 41: 21.414892196655273. +Interpolating between 38 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 0.2633 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2601 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2611 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2642 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2614 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2603 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2605 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2615 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 41 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 42: 21.379289627075195. +Interpolating between 38 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 0.2757 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2674 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2632 0.8984 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2588 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2555 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2527 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2536 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2585 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 42 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 43: 21.18178939819336. +Interpolating between 38 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 0.2598 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2492 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2431 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2407 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2411 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2434 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2480 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2557 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 43 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 44: 21.488588333129883. +Interpolating between 38 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 0.2635 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2547 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2534 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2530 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2514 0.8965 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2507 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2529 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2571 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 44 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 45: 21.3715877532959. +Interpolating between 38 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 0.2312 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2286 0.9102 0.8750 +[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 0.2354 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2425 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2475 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2522 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2576 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 45 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 46: 21.393709182739258. +Interpolating between 38 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 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2501 0.9160 0.8815 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2483 0.9141 0.8791 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2488 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2508 0.9141 0.8798 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2532 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2563 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2598 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 46 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 47: 22.96494483947754. +Interpolating between 38 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 0.2506 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2492 0.9062 0.8696 +[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 0.2656 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2613 0.8965 0.8594 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2539 0.9004 0.8640 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2507 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2555 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 47 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 48: 21.570838928222656. +Interpolating between 38 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 0.2528 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2484 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2508 0.9062 0.8710 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2547 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2551 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2538 0.9062 0.8717 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2544 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2585 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 48 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 49: 21.237546920776367. +Interpolating between 38 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 0.2756 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2614 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2530 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2496 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2469 0.9102 0.8736 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2470 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2503 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2570 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 49 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 50: 21.07674217224121. +Interpolating between 38 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 0.2656 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2565 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2512 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2481 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2459 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2452 0.9102 0.8736 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2484 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2554 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 50 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 51: 21.389301300048828. +Interpolating between 38 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 0.2645 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2560 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2512 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2493 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2492 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2482 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2508 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2563 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 51 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 52: 21.54969024658203. +Interpolating between 38 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 0.2672 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2574 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2532 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2512 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2502 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2509 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2545 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2595 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 52 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 53: 24.275354385375977. +Interpolating between 38 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 0.2312 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2351 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3007 0.8965 0.8524 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3815 0.8926 0.8518 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3421 0.8730 0.8418 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2562 0.8906 0.8600 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2245 0.9004 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2352 0.9062 0.8710 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 53 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 54: 21.34061622619629. +Interpolating between 38 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 0.2741 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2702 0.9160 0.8828 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2700 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2679 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2651 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2639 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2637 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2639 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 54 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 55: 21.166109085083008. +Interpolating between 38 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 0.2499 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2409 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2377 0.9121 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2378 0.9121 0.8760 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2389 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2412 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2462 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2542 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 55 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 56: 21.84181785583496. +Interpolating between 38 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 0.2509 0.9121 0.8747 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2419 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2426 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2444 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2443 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2444 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2480 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2550 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 56 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 57: 22.037336349487305. +Interpolating between 38 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 0.2509 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2422 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2424 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2454 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2474 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2492 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2523 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2572 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 57 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 58: 21.4478816986084. +Interpolating between 38 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 0.2887 0.9023 0.8641 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2929 0.8984 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2982 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2963 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2866 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2765 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2691 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2657 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 58 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 59: 21.57377815246582. +Interpolating between 38 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 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2576 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2560 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2551 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2551 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2551 0.9023 0.8649 +[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 0.2596 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 59 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 60: 21.905479431152344. +Interpolating between 38 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 0.2548 0.9141 0.8778 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2494 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2500 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2526 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2516 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2503 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2521 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2567 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 60 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 61: 24.352460861206055. +Interpolating between 38 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 0.2380 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2446 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3152 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4074 0.8711 0.8245 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3787 0.8203 0.7909 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2775 0.8750 0.8439 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2297 0.8984 0.8673 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2384 0.9043 0.8686 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 61 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 62: 21.44794273376465. +Interpolating between 38 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 0.2400 0.9199 0.8889 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2370 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2386 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2427 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2458 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2487 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2529 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2573 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 62 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 63: 24.154020309448242. +Interpolating between 38 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 0.2261 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2296 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2926 0.9062 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3469 0.8828 0.8507 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3035 0.8867 0.8550 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2464 0.8926 0.8593 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2278 0.9102 0.8789 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2423 0.9062 0.8703 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 63 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 64: 21.793731689453125. +Interpolating between 38 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 0.2600 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2530 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2511 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2503 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2457 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2414 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2440 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2531 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 64 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 65: 21.824085235595703. +Interpolating between 38 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 0.2676 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2549 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2500 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2492 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2478 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2462 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2499 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2565 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 65 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 66: 21.165515899658203. +Interpolating between 38 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 0.2741 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2626 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2563 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2523 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2502 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2486 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2503 0.9121 0.8767 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2564 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 66 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 67: 21.633495330810547. +Interpolating between 38 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 0.2598 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2474 0.9199 0.8871 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2440 0.9180 0.8852 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2444 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2453 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2473 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2504 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2566 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 67 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 68: 24.34955406188965. +Interpolating between 38 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 0.2322 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2341 0.8984 0.8547 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2858 0.8867 0.8333 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3655 0.8926 0.8424 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3444 0.8984 0.8624 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2540 0.8945 0.8615 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2141 0.9062 0.8737 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2286 0.9102 0.8757 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 68 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 69: 24.317106246948242. +Interpolating between 38 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 0.2236 0.9082 0.8691 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2330 0.9043 0.8635 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3022 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4075 0.8887 0.8542 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4078 0.7930 0.7696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3041 0.8594 0.8310 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2352 0.9004 0.8709 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2342 0.9082 0.8753 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 69 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 70: 23.695661544799805. +Interpolating between 38 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 0.2359 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2242 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2400 0.9082 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2509 0.9043 0.8714 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2442 0.9043 0.8721 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2332 0.9062 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2367 0.9102 0.8763 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2511 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 70 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 71: 21.23567008972168. +Interpolating between 38 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 0.2489 0.9141 0.8785 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2447 0.9102 0.8729 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2446 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2458 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2470 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2486 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2520 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2572 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 71 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 72: 21.519372940063477. +Interpolating between 38 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 0.2697 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2626 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2628 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2645 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2642 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2614 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2601 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2605 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 72 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 73: 21.043956756591797. +Interpolating between 38 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 0.2541 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2467 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2438 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2432 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2433 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2445 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2478 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2546 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 73 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 74: 21.422435760498047. +Interpolating between 38 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 0.2525 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2481 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2476 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2483 0.9102 0.8736 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2501 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2527 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2550 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2587 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 74 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 75: 21.15151023864746. +Interpolating between 38 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 0.2824 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2717 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2649 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2624 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2604 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2583 0.8965 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2563 0.8984 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2581 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 75 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 76: 22.440166473388672. +Interpolating between 38 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 0.2408 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2414 0.9141 0.8804 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2485 0.9082 0.8733 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2542 0.9082 0.8747 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2533 0.9062 0.8730 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2521 0.9043 0.8693 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2532 0.9043 0.8686 +[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 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 76 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 77: 21.513935089111328. +Interpolating between 38 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 0.2662 0.9062 0.8703 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2621 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2604 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2583 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2551 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2520 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2534 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2569 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 77 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 78: 24.21005630493164. +Interpolating between 38 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 0.2339 0.9043 0.8672 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2284 0.9121 0.8794 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2686 0.9062 0.8730 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3113 0.8867 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2945 0.8789 0.8488 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2500 0.8965 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2347 0.9023 0.8691 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2447 0.9082 0.8733 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 78 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 79: 21.19392204284668. +Interpolating between 38 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 0.2403 0.9199 0.8871 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2367 0.9180 0.8846 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2369 0.9180 0.8846 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2393 0.9141 0.8798 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2426 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2458 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2498 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2566 0.9102 0.8743 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 79 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 80: 21.390169143676758. +Interpolating between 38 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 0.2538 0.9160 0.8809 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2517 0.9199 0.8871 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2517 0.9199 0.8871 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2517 0.9121 0.8774 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2493 0.9160 0.8835 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2487 0.9121 0.8774 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2514 0.9141 0.8798 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2574 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 80 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 81: 21.324642181396484. +Interpolating between 38 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 0.2574 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2504 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2473 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2471 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2484 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2503 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2527 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2574 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 81 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 82: 23.812271118164062. +Interpolating between 38 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 0.2125 0.9141 0.8811 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2117 0.9141 0.8811 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2350 0.9043 0.8700 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2523 0.9023 0.8698 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2462 0.8984 0.8646 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2346 0.9023 0.8691 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2354 0.9082 0.8740 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2494 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 82 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 83: 21.13690948486328. +Interpolating between 38 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 0.2518 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2460 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2444 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2477 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2487 0.9082 0.8719 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2502 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2535 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2577 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 83 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 84: 21.9796085357666. +Interpolating between 38 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 0.2601 0.9238 0.8937 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2548 0.9180 0.8865 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2557 0.9160 0.8841 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2565 0.9160 0.8841 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2547 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2530 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2533 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2573 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 84 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 85: 21.19169807434082. +Interpolating between 38 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 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2595 0.9141 0.8791 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2558 0.9121 0.8767 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2537 0.9141 0.8791 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2517 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2502 0.9102 0.8743 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2522 0.9102 0.8743 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2577 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 85 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 86: 22.316741943359375. +Interpolating between 38 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 0.2552 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2386 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2368 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2403 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2404 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2409 0.9023 0.8670 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2447 0.9023 0.8663 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2529 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 86 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 87: 21.424747467041016. +Interpolating between 38 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 0.2433 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2397 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2407 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2419 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2438 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2463 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2495 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2558 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 87 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 88: 21.534860610961914. +Interpolating between 38 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 0.2395 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2362 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2370 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2412 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2439 0.8965 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2459 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2488 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2554 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 88 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 89: 21.410364151000977. +Interpolating between 38 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 0.2668 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2592 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2563 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2549 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2546 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2527 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2522 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2568 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 89 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 90: 21.244714736938477. +Interpolating between 38 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 0.2454 0.9102 0.8722 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2403 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2399 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2424 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2457 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2485 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2516 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2576 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 90 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 91: 21.221956253051758. +Interpolating between 38 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 0.2670 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2610 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2603 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2610 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2603 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2575 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2570 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2592 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 91 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 92: 23.292997360229492. +Interpolating between 38 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 0.2604 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2485 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2534 0.9062 0.8703 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2607 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2558 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2474 0.9102 0.8763 +[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 0.2554 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 92 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 93: 21.981325149536133. +Interpolating between 38 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 0.2637 0.9102 0.8715 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2660 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2736 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2764 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2688 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2608 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2575 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2610 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 93 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 94: 24.240814208984375. +Interpolating between 38 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 0.2336 0.9043 0.8612 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2359 0.9043 0.8596 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2937 0.8926 0.8415 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3694 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3472 0.8730 0.8403 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2662 0.8848 0.8536 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2287 0.9043 0.8734 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2361 0.9043 0.8686 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 94 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 95: 21.10313606262207. +Interpolating between 38 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 0.2471 0.9180 0.8846 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2398 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2380 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2389 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2404 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2413 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2444 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2530 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 95 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 96: 21.450531005859375. +Interpolating between 38 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 0.2702 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2750 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2851 0.9102 0.8750 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2914 0.9102 0.8757 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2869 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2794 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2728 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2677 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 96 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 97: 22.232746124267578. +Interpolating between 38 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 0.2522 0.9023 0.8634 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2468 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2508 0.9102 0.8770 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2564 0.9062 0.8723 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2577 0.9043 0.8700 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2576 0.9023 0.8663 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2570 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2602 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 97 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 98: 21.534488677978516. +Interpolating between 38 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 0.2448 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2381 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2390 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2418 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2439 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2462 0.9043 0.8693 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2500 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2563 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 98 +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.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 38 and 99: 23.78118133544922. +Interpolating between 38 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 0.2206 0.9121 0.8753 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2155 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2367 0.9219 0.8925 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2545 0.9180 0.8889 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2452 0.9121 0.8813 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2319 0.9062 0.8730 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2333 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2493 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2651 0.9102 0.8729 +Completed interpolation from 38 to 99 +Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@34110steps/interpol_qqp_validation11.pkl!