diff --git "a/qqp_interpol@15000steps/19568988_interpolate_models.out" "b/qqp_interpol@15000steps/19568988_interpolate_models.out" new file mode 100644--- /dev/null +++ "b/qqp_interpol@15000steps/19568988_interpolate_models.out" @@ -0,0 +1,12818 @@ +Sun May 15 10:05:33 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 470.57.02 Driver Version: 470.57.02 CUDA Version: 11.4 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 Quadro RTX 8000 On | 00000000:06:00.0 Off | 0 | +| N/A 30C P8 24W / 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 .YK1P8G8IMR6CUPYI40E9, 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 +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 +Creating .JI2198TASWX7JN3S6QXF, 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 53 and 85: 21.08509063720703. +Interpolating between 53 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2531 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2389 0.8945 0.8516 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2400 0.8984 0.8617 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2718 0.9023 0.8691 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3604 0.8906 0.8470 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4144 0.8398 0.7372 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3520 0.8594 0.7764 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2810 0.8770 0.8142 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2502 0.8848 0.8319 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 85 +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 +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 +Creating .DRW4OMDELBFOB1E2YKY4, 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 53 and 86: 20.32453727722168. +Interpolating between 53 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8887 0.8430 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2216 0.8945 0.8508 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2249 0.8965 0.8515 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2532 0.8945 0.8421 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3202 0.8594 0.7647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3461 0.8418 0.7273 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3001 0.8730 0.8012 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2627 0.8828 0.8256 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2498 0.8848 0.8319 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 86 +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 +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 +Creating .8QJSRDPV66IQ5KN6C9IS, 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 53 and 87: 20.991525650024414. +Interpolating between 53 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.8965 0.8490 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2315 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2338 0.9082 0.8733 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2585 0.9043 0.8700 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3095 0.8965 0.8594 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3532 0.8945 0.8500 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3172 0.8867 0.8352 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2690 0.8906 0.8409 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2487 0.8887 0.8394 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 87 +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 +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 +Creating .VIV59R808I6Q05CRHAGO, 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 53 and 88: 21.000335693359375. +Interpolating between 53 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2210 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2130 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2248 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2706 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3729 0.8555 0.7628 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4455 0.6914 0.2178 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3687 0.8105 0.6498 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2850 0.8789 0.8144 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2502 0.8848 0.8309 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 88 +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 +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 +Creating .TAMAWYSN67MG0084GXKW, 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 53 and 89: 21.045032501220703. +Interpolating between 53 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2454 0.9043 0.8627 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2302 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2313 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2639 0.9062 0.8652 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3665 0.8535 0.7557 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4455 0.7051 0.2775 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3634 0.8301 0.6990 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2842 0.8809 0.8190 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2518 0.8867 0.8333 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 89 +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 +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 +Creating .QCXUW6WLIA6ZW4HPJP66, 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 53 and 90: 21.039697647094727. +Interpolating between 53 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8965 0.8507 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2155 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2207 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2480 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3035 0.9004 0.8539 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3443 0.8809 0.8135 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3099 0.8730 0.8060 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2676 0.8867 0.8324 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2491 0.8906 0.8409 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 90 +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 +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 +Creating .1771IBGJUV39QE4M1VJ8, 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 53 and 91: 20.895530700683594. +Interpolating between 53 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2264 0.8945 0.8492 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2206 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2370 0.9043 0.8700 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2840 0.9082 0.8766 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3397 0.8984 0.8617 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3451 0.8906 0.8444 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3037 0.8867 0.8333 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2635 0.8887 0.8394 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2473 0.8867 0.8362 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 91 +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 +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 +Creating .HEVD7XAW5BYR1LOP5PR5, 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 53 and 92: 19.320598602294922. +Interpolating between 53 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2392 0.8926 0.8442 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2273 0.9004 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2289 0.8945 0.8492 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2423 0.8906 0.8444 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2576 0.8867 0.8389 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2601 0.8867 0.8398 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2511 0.8906 0.8453 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2442 0.8965 0.8532 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2460 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 92 +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 +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 +Creating .DYAU1D15CSUTPOQH6R1J, 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 53 and 93: 20.407337188720703. +Interpolating between 53 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2326 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2229 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2368 0.9004 0.8625 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2767 0.9043 0.8714 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3182 0.8965 0.8630 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3231 0.9023 0.8677 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2902 0.8906 0.8486 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2572 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2455 0.8945 0.8492 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 93 +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 +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 +Creating .Z1VEUM3TX5OCZH89F3WI, 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 53 and 94: 17.745506286621094. +Interpolating between 53 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2572 0.8965 0.8473 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2509 0.9004 0.8530 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2501 0.9004 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2538 0.9004 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2583 0.8965 0.8499 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2583 0.8965 0.8507 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2531 0.8926 0.8459 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2482 0.8906 0.8436 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2493 0.8887 0.8403 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 94 +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 +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 +Creating .Q3RVXUNV3UNFYYHLGWYS, 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 53 and 95: 21.0972843170166. +Interpolating between 53 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.9062 0.8644 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2240 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2246 0.9102 0.8777 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2539 0.9082 0.8766 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3064 0.8906 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3355 0.8809 0.8486 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3042 0.8984 0.8646 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2623 0.8965 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2448 0.8984 0.8564 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 95 +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 +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 +Creating .BBTXW0EK8DPHY9M3S4G5, 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 53 and 96: 20.898012161254883. +Interpolating between 53 and 96 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2561 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2314 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2387 0.9043 0.8686 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2885 0.8965 0.8638 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3571 0.8770 0.8460 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3684 0.8770 0.8452 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3137 0.8945 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2641 0.8926 0.8493 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2461 0.8906 0.8444 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 96 +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 +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 +Creating .0GQSGWEIOFJIIO8LEOWM, 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 53 and 97: 20.25586700439453. +Interpolating between 53 and 97 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2330 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2210 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2288 0.8926 0.8518 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2576 0.8945 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2871 0.8926 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2944 0.8945 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2753 0.8906 0.8444 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2522 0.8906 0.8436 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2451 0.8906 0.8436 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 97 +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 +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 +Creating .1A5XFU11FVAAP2POHO4E, 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 53 and 98: 20.971073150634766. +Interpolating between 53 and 98 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2532 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2310 0.9004 0.8539 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2315 0.9023 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2703 0.8926 0.8368 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3543 0.8438 0.7315 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3843 0.8008 0.6250 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3252 0.8691 0.7926 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2711 0.8867 0.8314 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2488 0.8867 0.8352 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 98 +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 +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 +Creating .2G31SM8WOTILZ7OOCQUS, 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 53 and 99: 18.68641471862793. +Interpolating between 53 and 99 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2399 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2308 0.8945 0.8475 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2339 0.8906 0.8427 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2452 0.8906 0.8436 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2569 0.8906 0.8453 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2593 0.8906 0.8453 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2511 0.8926 0.8476 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2446 0.8926 0.8476 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2465 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2587 0.8906 0.8418 +Completed interpolation from 53 to 99 +Creating .DFD05O7HFWNZE2U6WHRU, 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 +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 +Creating .LP08THINKONZSLHJKRTS, 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 54 and 55: 18.817590713500977. +Interpolating between 54 and 55 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2412 0.9023 0.8580 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2387 0.9023 0.8580 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2379 0.9023 0.8596 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2387 0.9043 0.8635 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2402 0.9023 0.8611 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2405 0.9043 0.8658 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2385 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2349 0.9102 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2326 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 55 +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 +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 +Creating .WEDMHKW5F20R5X67WAHL, 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 54 and 56: 18.984342575073242. +Interpolating between 54 and 56 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2664 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2489 0.8965 0.8490 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2443 0.8965 0.8515 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2485 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2532 0.8945 0.8541 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2505 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2416 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2335 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2305 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 56 +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 +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 +Creating .GPCI8WNH3GZG2BHOURQE, 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 54 and 57: 19.282516479492188. +Interpolating between 54 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2270 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2232 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2300 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2415 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2483 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2453 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2366 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2297 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2286 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 57 +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 +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 +Creating .HWVHJNBEDQVPNV65PFQX, 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 54 and 58: 18.74477195739746. +Interpolating between 54 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2703 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2638 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2620 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2628 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2618 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2557 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2476 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2400 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2352 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 58 +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 +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 +Creating .BH6MAQ3RI56JYUF08STJ, 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 54 and 59: 18.838314056396484. +Interpolating between 54 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2449 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2359 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2350 0.9082 0.8705 +[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 0.2429 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2423 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2377 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2327 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2311 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 59 +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 +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 +Creating .AP5RE5H3HYOY4N3P6RR0, 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 54 and 60: 19.009437561035156. +Interpolating between 54 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2240 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2225 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2270 0.8965 0.8548 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2346 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2394 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2386 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2342 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2303 0.9023 0.8656 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2300 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 60 +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 +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 +Creating .TM4ZWNUTICDEBOGMM4WM, 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 54 and 61: 21.073949813842773. +Interpolating between 54 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2577 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2448 0.8945 0.8466 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2710 0.8984 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3342 0.8867 0.8474 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4055 0.8379 0.8074 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4066 0.8066 0.7805 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3200 0.8613 0.8314 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2498 0.8867 0.8520 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2251 0.9004 0.8654 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 61 +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 +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 +Creating .M7W0JL7I4D85SBWCDD4V, 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 54 and 62: 19.077287673950195. +Interpolating between 54 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2427 0.8984 0.8531 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2352 0.9004 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2343 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2398 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2466 0.9082 0.8740 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2478 0.9062 0.8717 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2421 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2352 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2318 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 62 +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 +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 +Creating .903Y53Z10SXHMINEXSDY, 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 54 and 63: 20.89284324645996. +Interpolating between 54 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2362 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2341 0.8906 0.8470 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2612 0.8965 0.8602 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3121 0.8926 0.8622 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3517 0.8672 0.8373 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3290 0.8750 0.8447 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2722 0.8867 0.8535 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2348 0.9023 0.8684 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2247 0.9023 0.8670 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 63 +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 +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 +Creating .FROAI8AY6LPBX6FWOSPE, 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 54 and 64: 19.047122955322266. +Interpolating between 54 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2360 0.8945 0.8483 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2361 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2399 0.8867 0.8415 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2451 0.8926 0.8501 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2480 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2467 0.9004 0.8633 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2421 0.9023 0.8663 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2361 0.9004 0.8633 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2327 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 64 +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 +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 +Creating .HLJEKMM1SPL74GQRRMNX, 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 54 and 65: 19.045778274536133. +Interpolating between 54 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2666 0.8867 0.8352 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2495 0.8926 0.8451 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2456 0.8887 0.8412 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2503 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2548 0.8965 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2527 0.8965 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2447 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2324 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 65 +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 +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 +Creating .IRJX5K29P0TCBP1QH3CY, 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 54 and 66: 18.725563049316406. +Interpolating between 54 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2522 0.9062 0.8652 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2469 0.8984 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2446 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2454 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2472 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2477 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2448 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2403 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2361 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 66 +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 +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 +Creating .F45Q6YEWV1RQMJB0MB0M, 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 54 and 67: 19.045942306518555. +Interpolating between 54 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2312 0.8926 0.8459 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2300 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2336 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2405 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2460 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2460 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2407 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2346 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2318 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 67 +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 +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 +Creating .DIJDBTL16JZN8K24AIE0, 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 54 and 68: 21.022714614868164. +Interpolating between 54 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8867 0.8407 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2424 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2566 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2904 0.8887 0.8438 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3279 0.8906 0.8486 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3309 0.8887 0.8519 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2828 0.8867 0.8513 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.8984 0.8632 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2222 0.9082 0.8747 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 68 +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 +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 +Creating .OWJL8K2QRWN8NAC89PAF, 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 54 and 69: 21.049654006958008. +Interpolating between 54 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2579 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2415 0.8926 0.8459 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2616 0.8945 0.8475 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3158 0.8945 0.8466 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3799 0.8945 0.8500 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3744 0.8867 0.8543 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2979 0.8867 0.8557 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2403 0.8984 0.8639 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2220 0.8984 0.8617 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 69 +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 +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 +Creating .6C27KLEYKVONKO9NSVC8, 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 54 and 70: 20.565879821777344. +Interpolating between 54 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2453 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2354 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2492 0.9043 0.8679 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2782 0.9023 0.8698 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2962 0.8828 0.8485 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2828 0.8828 0.8469 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.8887 0.8535 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2351 0.9004 0.8647 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2286 0.9004 0.8633 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 70 +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 +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 +Creating .1IIR6OZGFZ3EY1T7EE4X, 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 54 and 71: 18.85116958618164. +Interpolating between 54 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2515 0.8906 0.8400 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2467 0.9004 0.8563 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2482 0.8945 0.8500 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2520 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2542 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2519 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2454 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2385 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2342 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 71 +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 +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 +Creating .DIVARZXF8TPC1YR2D7XK, 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 54 and 72: 18.695924758911133. +Interpolating between 54 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2667 0.8887 0.8357 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2514 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2449 0.8945 0.8500 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2444 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2451 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2431 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2384 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2340 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2323 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 72 +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 +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 +Creating .R7HFA0SVP35PVHOTMJI2, 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 54 and 73: 18.597566604614258. +Interpolating between 54 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.9043 0.8612 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2335 0.9062 0.8652 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2312 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2327 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2352 0.9121 0.8767 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2363 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2348 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2330 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2323 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 73 +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 +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 +Creating .CH0G5PGP793XORMEOWHN, 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 54 and 74: 18.957048416137695. +Interpolating between 54 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2496 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2415 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2380 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2376 0.8965 0.8532 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2393 0.9043 0.8643 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2408 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2394 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2360 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2336 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 74 +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 +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 +Creating .2YQGJT9I8H2ZY1P5VUSG, 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 54 and 75: 18.977811813354492. +Interpolating between 54 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2518 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2484 0.9043 0.8620 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2486 0.9043 0.8612 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2518 0.9062 0.8644 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2561 0.9023 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2590 0.9062 0.8674 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2561 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2467 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2384 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 75 +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 +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 +Creating .B7RDTRX0TBKSXMUXKMV2, 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 54 and 76: 19.538061141967773. +Interpolating between 54 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2426 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2321 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2341 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2441 0.9043 0.8707 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2504 0.9062 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2464 0.9062 0.8737 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2377 0.9082 0.8753 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2308 0.9102 0.8777 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2294 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 76 +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 +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 +Creating .SZWUB72Q6IZ16IVK6I59, 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 54 and 77: 18.8557071685791. +Interpolating between 54 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2260 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2299 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2358 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2436 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2493 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2499 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2459 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2401 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2351 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 77 +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 +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 +Creating .94RLIV4Y76YBLQSCBDIV, 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 54 and 78: 20.969877243041992. +Interpolating between 54 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2406 0.9082 0.8719 +[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 0.3122 0.8945 0.8622 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3527 0.8711 0.8390 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3352 0.8711 0.8390 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2793 0.8828 0.8492 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2376 0.8965 0.8616 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2246 0.9023 0.8663 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 78 +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 +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 +Creating .1TH1KXOE1PKI3K0LHDHQ, 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 54 and 79: 18.820032119750977. +Interpolating between 54 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2318 0.9043 0.8643 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2292 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2295 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2309 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2325 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2333 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2328 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2317 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2314 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 79 +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 +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 +Creating .F60DA684GM1FG3QAY57B, 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 54 and 80: 18.786436080932617. +Interpolating between 54 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2337 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2309 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2318 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2359 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2392 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2400 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2373 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2340 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2324 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 80 +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 +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 +Creating .2OG9B60O32LKOE3IGYVI, 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 54 and 81: 18.937328338623047. +Interpolating between 54 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2389 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2362 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2372 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2412 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2452 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2465 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2437 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2342 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 81 +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 +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 +Creating .CWYYDW5R58YQ1UHNXH8D, 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 54 and 82: 20.650985717773438. +Interpolating between 54 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2358 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2268 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2388 0.8906 0.8470 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2622 0.8906 0.8511 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2771 0.8867 0.8490 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2682 0.8867 0.8505 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2491 0.8945 0.8594 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2339 0.9062 0.8723 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2291 0.9004 0.8633 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 82 +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 +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 +Creating .FKEWUDVSQ94WD5EPV37F, 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 54 and 83: 18.602231979370117. +Interpolating between 54 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2308 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2276 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2278 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2308 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2341 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2351 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2341 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2324 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2319 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 83 +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 +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 +Creating .ADRZ7K21M1XHFYY6Q82S, 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 54 and 84: 19.173660278320312. +Interpolating between 54 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2325 0.8945 0.8525 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2341 0.8926 0.8501 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2386 0.8945 0.8541 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2456 0.8945 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2516 0.8984 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2512 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2453 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2339 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 84 +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 +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 +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 54 and 85: 18.79567527770996. +Interpolating between 54 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2531 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2518 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2527 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2536 0.8945 0.8516 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2525 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2494 0.9102 0.8750 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2440 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2384 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2346 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 85 +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 +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 +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 54 and 86: 19.510568618774414. +Interpolating between 54 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8887 0.8430 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2278 0.8906 0.8470 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2318 0.8828 0.8370 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2397 0.8926 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2465 0.9004 0.8647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2450 0.9004 0.8647 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2374 0.8984 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2306 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2291 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 86 +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 +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 +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 54 and 87: 18.850923538208008. +Interpolating between 54 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.8965 0.8490 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2416 0.8984 0.8539 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2399 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2407 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2418 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2405 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2380 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2351 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2332 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 87 +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 +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 +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 54 and 88: 19.154924392700195. +Interpolating between 54 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2210 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2214 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2259 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2330 0.9160 0.8822 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2394 0.9141 0.8811 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2405 0.9121 0.8780 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2368 0.9102 0.8757 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2321 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2307 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 88 +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 +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 +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 54 and 89: 18.983787536621094. +Interpolating between 54 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2454 0.9043 0.8627 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2422 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2419 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2439 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2457 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2443 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2395 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2350 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2327 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 89 +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 +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 +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 54 and 90: 18.74567222595215. +Interpolating between 54 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8965 0.8507 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2229 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2214 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2242 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2276 0.9082 0.8747 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2291 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2283 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2278 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2291 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 90 +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 +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 +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 54 and 91: 18.641687393188477. +Interpolating between 54 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2264 0.8945 0.8492 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2246 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2278 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2335 0.9043 0.8693 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2370 0.8984 0.8617 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2363 0.8984 0.8617 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2324 0.8984 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2294 0.9004 0.8633 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2303 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 91 +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 +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 +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 54 and 92: 20.23618507385254. +Interpolating between 54 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2392 0.8926 0.8442 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2290 0.8945 0.8516 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2320 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2434 0.8965 0.8602 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2539 0.9004 0.8682 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2529 0.8984 0.8660 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2432 0.8965 0.8616 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2348 0.9023 0.8677 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2310 0.8984 0.8610 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 92 +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 +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 +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 54 and 93: 19.106056213378906. +Interpolating between 54 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2326 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2306 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2362 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2447 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2509 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2502 0.8984 0.8617 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2432 0.9023 0.8663 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2355 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2319 0.9043 0.8672 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 93 +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 +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 +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 54 and 94: 20.93743133544922. +Interpolating between 54 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2572 0.8965 0.8473 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2483 0.8887 0.8338 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2680 0.8906 0.8372 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3138 0.8867 0.8324 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3616 0.8867 0.8398 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3569 0.8906 0.8557 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2941 0.8887 0.8542 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2409 0.9023 0.8677 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2235 0.9062 0.8717 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 94 +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 +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 +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 54 and 95: 18.638675689697266. +Interpolating between 54 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.9062 0.8644 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2432 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2419 0.9043 0.8635 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2429 0.9062 0.8674 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2429 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2419 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2404 0.9102 0.8736 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2338 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 95 +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 +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 +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 54 and 96: 18.65129280090332. +Interpolating between 54 and 96 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2561 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2491 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2457 0.9004 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2441 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2439 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2430 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2404 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2370 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2344 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 96 +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 +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 +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 54 and 97: 19.267160415649414. +Interpolating between 54 and 97 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2330 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2285 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2323 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2409 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2464 0.8984 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2439 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2368 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2310 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2296 0.9082 0.8726 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 97 +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 +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 +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 54 and 98: 19.00975799560547. +Interpolating between 54 and 98 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2532 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2393 0.8984 0.8523 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2348 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2377 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2427 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2431 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2379 0.9102 0.8763 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2325 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2305 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 98 +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 +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 +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 54 and 99: 20.646711349487305. +Interpolating between 54 and 99 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2399 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2266 0.8926 0.8442 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2354 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2603 0.9043 0.8700 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2827 0.8984 0.8660 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2791 0.8906 0.8586 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2559 0.8965 0.8645 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2359 0.9004 0.8647 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2287 0.9004 0.8640 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2343 0.9062 0.8674 +Completed interpolation from 54 to 99 +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 +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 +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 55 and 56: 19.095706939697266. +Interpolating between 55 and 56 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2664 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2530 0.8984 0.8523 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2493 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2515 0.8965 0.8524 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2533 0.8926 0.8476 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2511 0.8926 0.8485 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2458 0.8945 0.8516 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2414 0.8965 0.8515 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2397 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 56 +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 +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 +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 55 and 57: 19.278316497802734. +Interpolating between 55 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2270 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2235 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2314 0.9023 0.8649 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2445 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2525 0.8965 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2503 0.8945 0.8541 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2435 0.8965 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.8926 0.8485 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2374 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 57 +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 +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 +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 55 and 58: 18.950984954833984. +Interpolating between 55 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2703 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2671 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2692 0.8926 0.8485 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2727 0.8926 0.8476 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2735 0.8965 0.8532 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2675 0.9043 0.8620 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2588 0.9043 0.8620 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2506 0.9004 0.8555 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2446 0.9023 0.8580 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 58 +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 +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 +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 55 and 59: 18.78615379333496. +Interpolating between 55 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2449 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2375 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2372 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2406 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2435 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2434 0.8926 0.8493 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2411 0.8926 0.8485 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2390 0.9004 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2389 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 59 +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 +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 +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 55 and 60: 19.22887420654297. +Interpolating between 55 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2240 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2262 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2344 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2441 0.8945 0.8516 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2496 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2503 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2467 0.8945 0.8492 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2425 0.8984 0.8539 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2403 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 60 +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 +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 +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 55 and 61: 21.186452865600586. +Interpolating between 55 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2577 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2459 0.8945 0.8466 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2762 0.8926 0.8459 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3540 0.8906 0.8503 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4285 0.8750 0.8342 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3953 0.8691 0.8337 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2985 0.8945 0.8608 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2445 0.8965 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2318 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 61 +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 +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 +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 55 and 62: 18.79912567138672. +Interpolating between 55 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2427 0.8984 0.8531 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2343 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2336 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2379 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2420 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2425 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2402 0.8926 0.8493 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2380 0.8984 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2381 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 62 +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 +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 +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 55 and 63: 21.0728702545166. +Interpolating between 55 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2362 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2339 0.8926 0.8485 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2614 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3150 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3467 0.8984 0.8624 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3096 0.8926 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2634 0.8965 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2394 0.8984 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2335 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 63 +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 +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 +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 55 and 64: 19.23123550415039. +Interpolating between 55 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2360 0.8945 0.8483 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2350 0.8945 0.8483 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2401 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2482 0.8984 0.8531 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2543 0.8926 0.8451 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2533 0.8906 0.8418 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2471 0.8926 0.8451 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2415 0.8906 0.8418 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2397 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 64 +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 +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 +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 55 and 65: 19.046579360961914. +Interpolating between 55 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2666 0.8867 0.8352 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2501 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2450 0.8945 0.8492 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2474 0.8926 0.8476 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2500 0.8926 0.8493 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2486 0.8906 0.8462 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2438 0.8887 0.8438 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2396 0.8926 0.8476 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2387 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 65 +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 +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 +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 55 and 66: 18.820905685424805. +Interpolating between 55 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2522 0.9062 0.8652 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2456 0.8984 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2433 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2446 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2469 0.8926 0.8485 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2468 0.8945 0.8508 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2441 0.8945 0.8500 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.8926 0.8459 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2400 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 66 +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 +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 +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 55 and 67: 18.853036880493164. +Interpolating between 55 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2312 0.8926 0.8459 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2293 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2327 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2385 0.8984 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2425 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2422 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2393 0.8945 0.8508 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2369 0.8926 0.8476 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2373 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 67 +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 +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 +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 55 and 68: 21.16592025756836. +Interpolating between 55 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8867 0.8407 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2417 0.8926 0.8468 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2595 0.8887 0.8376 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3065 0.8789 0.8198 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3648 0.8770 0.8062 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3787 0.8184 0.6643 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2975 0.8965 0.8418 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2435 0.9023 0.8588 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2317 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 68 +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 +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 +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 55 and 69: 21.124469757080078. +Interpolating between 55 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2579 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2402 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2652 0.8867 0.8324 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3348 0.8848 0.8249 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4140 0.8848 0.8173 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3881 0.9121 0.8760 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2969 0.9043 0.8693 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2437 0.8984 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2299 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 69 +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 +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 +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 55 and 70: 20.751615524291992. +Interpolating between 55 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2453 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2339 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2460 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2731 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2879 0.9062 0.8723 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2774 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2564 0.8926 0.8485 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2416 0.8926 0.8468 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2374 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 70 +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 +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 +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 55 and 71: 18.61068344116211. +Interpolating between 55 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2515 0.8906 0.8400 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2450 0.8945 0.8475 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2445 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2465 0.8906 0.8444 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2480 0.8867 0.8389 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2468 0.8906 0.8444 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2434 0.8926 0.8468 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2405 0.8984 0.8539 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2397 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 71 +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 +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 +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 55 and 72: 18.961071014404297. +Interpolating between 55 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2667 0.8887 0.8357 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2531 0.8945 0.8457 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2498 0.8926 0.8459 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2534 0.8887 0.8412 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2556 0.8926 0.8468 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2535 0.8926 0.8468 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2491 0.8926 0.8459 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2443 0.8945 0.8483 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2416 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 72 +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 +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 +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 55 and 73: 18.533845901489258. +Interpolating between 55 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.9043 0.8612 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2350 0.9043 0.8620 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2342 0.9043 0.8620 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2366 0.8984 0.8531 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2395 0.8965 0.8499 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2406 0.8965 0.8507 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2401 0.8965 0.8499 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2390 0.8984 0.8531 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2392 0.9023 0.8580 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 73 +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 +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 +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 55 and 74: 18.753000259399414. +Interpolating between 55 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2496 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2409 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2372 0.8984 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2364 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2371 0.9004 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2377 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2378 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2379 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2387 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 74 +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 +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 +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 55 and 75: 18.647653579711914. +Interpolating between 55 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2518 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2447 0.9004 0.8555 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2414 0.9023 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2413 0.9023 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2428 0.9023 0.8580 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2433 0.9043 0.8604 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2418 0.9023 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2401 0.8984 0.8514 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2398 0.9023 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 75 +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 +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 +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 55 and 76: 19.651399612426758. +Interpolating between 55 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2426 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2351 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2377 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2441 0.9023 0.8663 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2471 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2455 0.8965 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2412 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2387 0.8984 0.8564 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2385 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 76 +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 +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 +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 55 and 77: 18.949190139770508. +Interpolating between 55 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2260 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2295 0.9004 0.8555 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2357 0.8965 0.8490 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2430 0.8945 0.8457 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2478 0.8984 0.8514 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2481 0.8965 0.8490 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2454 0.8965 0.8490 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2422 0.9004 0.8555 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2407 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 77 +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 +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 +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 55 and 78: 21.079980850219727. +Interpolating between 55 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2400 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2564 0.9043 0.8686 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2918 0.9004 0.8668 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3120 0.9004 0.8682 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2958 0.8984 0.8646 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2600 0.8926 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2329 0.8965 0.8532 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 78 +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 +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 +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 55 and 79: 18.5545654296875. +Interpolating between 55 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2318 0.9043 0.8643 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2282 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2282 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2302 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2324 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2334 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2330 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2331 0.8965 0.8524 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2356 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 79 +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 +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 +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 55 and 80: 18.88162612915039. +Interpolating between 55 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2337 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2347 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2395 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2456 0.9004 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2488 0.8984 0.8547 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2483 0.8965 0.8524 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2447 0.8984 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2414 0.8984 0.8539 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2401 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 80 +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 +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 +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 55 and 81: 18.647890090942383. +Interpolating between 55 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2389 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2339 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2327 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2340 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2357 0.9004 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2368 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2367 0.8984 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2363 0.9004 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2375 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 81 +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 +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 +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 55 and 82: 20.80559539794922. +Interpolating between 55 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2358 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2238 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2375 0.8945 0.8500 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2668 0.8945 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2850 0.8906 0.8511 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2741 0.8926 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2538 0.8926 0.8509 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2403 0.8945 0.8525 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2366 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 82 +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 +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 +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 55 and 83: 18.720935821533203. +Interpolating between 55 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2308 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2282 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2304 0.9043 0.8635 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2353 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2398 0.9043 0.8635 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2413 0.9062 0.8659 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2401 0.9062 0.8652 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2385 0.9023 0.8588 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2386 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 83 +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 +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 +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 55 and 84: 19.418842315673828. +Interpolating between 55 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2325 0.8945 0.8525 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2338 0.8945 0.8525 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2399 0.8926 0.8493 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2484 0.8945 0.8500 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2545 0.8926 0.8468 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2544 0.8945 0.8492 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2493 0.8926 0.8459 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2433 0.8926 0.8451 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2405 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 84 +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 +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 +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 55 and 85: 18.55705451965332. +Interpolating between 55 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2531 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2486 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2476 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2481 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2481 0.8965 0.8540 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2458 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2423 0.8926 0.8468 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2392 0.9023 0.8588 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2387 0.9023 0.8580 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 85 +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 +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 +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 55 and 86: 19.434343338012695. +Interpolating between 55 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8887 0.8430 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2269 0.8906 0.8470 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2333 0.8887 0.8455 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2448 0.8926 0.8533 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2530 0.8945 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2523 0.8926 0.8533 +[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 0.2386 0.8965 0.8548 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2369 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 86 +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 +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 +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 55 and 87: 18.732479095458984. +Interpolating between 55 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.8965 0.8490 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2404 0.8984 0.8539 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2391 0.8906 0.8444 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2411 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2432 0.8926 0.8468 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2432 0.8945 0.8492 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2413 0.8965 0.8524 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2390 0.8945 0.8475 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2388 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 87 +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 +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 +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 55 and 88: 18.837923049926758. +Interpolating between 55 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2210 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2214 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2258 0.9160 0.8835 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2317 0.9141 0.8804 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2361 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2367 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2354 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2343 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2361 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 88 +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 +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 +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 55 and 89: 18.721359252929688. +Interpolating between 55 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2454 0.9043 0.8627 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2392 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2373 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2381 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2395 0.8945 0.8516 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2397 0.8906 0.8453 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2381 0.8945 0.8508 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2368 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2377 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 89 +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 +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 +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 55 and 90: 18.691482543945312. +Interpolating between 55 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8965 0.8507 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2239 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2252 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2304 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2353 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2372 0.8984 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2364 0.8984 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2355 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2368 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 90 +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 +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 +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 55 and 91: 18.792966842651367. +Interpolating between 55 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2264 0.8945 0.8492 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2271 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2306 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2352 0.8945 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2405 0.8945 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2429 0.8945 0.8516 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2421 0.8965 0.8532 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.8984 0.8547 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2406 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 91 +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 +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 +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 55 and 92: 20.43622398376465. +Interpolating between 55 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2392 0.8926 0.8442 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2298 0.8965 0.8532 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2366 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2529 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2658 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2642 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2531 0.8926 0.8476 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2427 0.8926 0.8476 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2392 0.8965 0.8507 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 92 +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 +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 +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 55 and 93: 19.32842254638672. +Interpolating between 55 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2326 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2377 0.8984 0.8523 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2478 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2605 0.8984 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2690 0.8945 0.8492 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2635 0.8945 0.8492 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2535 0.8965 0.8515 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2458 0.8984 0.8531 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2418 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 93 +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 +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 +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 55 and 94: 21.04313087463379. +Interpolating between 55 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2572 0.8965 0.8473 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2478 0.8906 0.8363 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2719 0.8926 0.8397 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3289 0.8789 0.8133 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3879 0.8672 0.7792 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3649 0.8965 0.8379 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2816 0.9062 0.8667 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2403 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2311 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 94 +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 +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 +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 55 and 95: 18.770252227783203. +Interpolating between 55 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.9062 0.8644 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2402 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2376 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2384 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2404 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2413 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2410 0.8984 0.8539 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2395 0.9023 0.8588 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2395 0.9023 0.8580 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 95 +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 +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 +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 55 and 96: 18.972412109375. +Interpolating between 55 and 96 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2561 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2537 0.8945 0.8466 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2584 0.8945 0.8475 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2702 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2709 0.9004 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2624 0.9004 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2533 0.8984 0.8539 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2465 0.8965 0.8507 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2425 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 96 +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 +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 +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 55 and 97: 19.509592056274414. +Interpolating between 55 and 97 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2330 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2291 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2349 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2450 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2504 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2489 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2436 0.8945 0.8516 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2395 0.8926 0.8476 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2386 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 97 +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 +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 +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 55 and 98: 18.87810516357422. +Interpolating between 55 and 98 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2532 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2374 0.8984 0.8523 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2408 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2471 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2468 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2422 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2376 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 98 +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 +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 +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 55 and 99: 20.819543838500977. +Interpolating between 55 and 99 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2399 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2258 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2349 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2593 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2771 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2738 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2552 0.8926 0.8476 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2409 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2370 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2412 0.9023 0.8580 +Completed interpolation from 55 to 99 +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 +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 +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 56 and 57: 19.026599884033203. +Interpolating between 56 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2270 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2243 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2292 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2391 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2473 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2484 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2446 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2434 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2500 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 57 +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 +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 +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 56 and 58: 19.168128967285156. +Interpolating between 56 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2703 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2619 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2622 0.8926 0.8509 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2682 0.8906 0.8495 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2721 0.8906 0.8503 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2696 0.8945 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2602 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2526 0.8984 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2541 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 58 +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 +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 +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 56 and 59: 18.922576904296875. +Interpolating between 56 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2449 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2379 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2381 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2432 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2493 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2518 0.8926 0.8485 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2494 0.8926 0.8459 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2481 0.8906 0.8418 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2532 0.8965 0.8490 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 59 +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 +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 +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 56 and 60: 19.101654052734375. +Interpolating between 56 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2240 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2247 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2301 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2386 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2459 0.8945 0.8516 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2478 0.8945 0.8516 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2453 0.8945 0.8500 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2451 0.8965 0.8507 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2515 0.9004 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 60 +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 +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 +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 56 and 61: 20.941434860229492. +Interpolating between 56 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2577 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2454 0.8945 0.8457 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2656 0.8965 0.8515 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3175 0.8965 0.8532 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3732 0.8750 0.8384 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3634 0.8672 0.8350 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2916 0.8926 0.8586 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2427 0.8984 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2382 0.8965 0.8515 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 61 +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 +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 +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 56 and 62: 19.249582290649414. +Interpolating between 56 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2427 0.8984 0.8531 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2360 0.9004 0.8563 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2360 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2431 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2535 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2595 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2576 0.8965 0.8532 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2540 0.8965 0.8524 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2555 0.8945 0.8466 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 62 +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 +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 +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 56 and 63: 20.69818687438965. +Interpolating between 56 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2362 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2324 0.8887 0.8447 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2492 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2808 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3019 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2839 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2545 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2405 0.8965 0.8524 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2454 0.8945 0.8475 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 63 +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 +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 +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 56 and 64: 19.16083526611328. +Interpolating between 56 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2360 0.8945 0.8483 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2317 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2355 0.8965 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2463 0.8926 0.8501 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2569 0.8926 0.8501 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2586 0.8887 0.8438 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2516 0.8926 0.8476 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2460 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2502 0.8926 0.8433 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 64 +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 +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 +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 56 and 65: 18.832027435302734. +Interpolating between 56 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2666 0.8867 0.8352 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2523 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2468 0.8906 0.8427 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2481 0.8906 0.8444 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2512 0.8945 0.8508 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2514 0.8906 0.8453 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2483 0.8926 0.8476 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2467 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2520 0.8984 0.8514 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 65 +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 +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 +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 56 and 66: 19.098222732543945. +Interpolating between 56 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2522 0.9062 0.8652 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2459 0.8984 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2441 0.8965 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2470 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2514 0.9004 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2535 0.9004 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2518 0.8945 0.8483 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2505 0.8984 0.8539 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2551 0.8945 0.8457 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 66 +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 +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 +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 56 and 67: 18.906280517578125. +Interpolating between 56 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2312 0.8926 0.8459 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2312 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2347 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2404 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2454 0.8906 0.8462 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2471 0.8926 0.8485 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2458 0.8945 0.8500 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2459 0.8945 0.8483 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2523 0.8965 0.8490 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 67 +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 +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 +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 56 and 68: 20.90462303161621. +Interpolating between 56 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8867 0.8407 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2414 0.8926 0.8468 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2573 0.8887 0.8385 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2975 0.8887 0.8412 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3425 0.8926 0.8468 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3383 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2841 0.9062 0.8674 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2430 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2393 0.8926 0.8442 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 68 +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 +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 +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 56 and 69: 20.873064041137695. +Interpolating between 56 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2579 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2415 0.8926 0.8468 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2550 0.8906 0.8400 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2955 0.8848 0.8280 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3417 0.8945 0.8412 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3340 0.9043 0.8612 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2770 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2383 0.8965 0.8548 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2373 0.8965 0.8507 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 69 +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 +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 +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 56 and 70: 20.418323516845703. +Interpolating between 56 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2453 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2327 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2406 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2614 0.9102 0.8763 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2771 0.8984 0.8632 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2709 0.8906 0.8519 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2526 0.8945 0.8533 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2420 0.8984 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2465 0.8926 0.8451 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 70 +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 +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 +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 56 and 71: 18.983491897583008. +Interpolating between 56 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2515 0.8906 0.8400 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2470 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2476 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2511 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2547 0.8945 0.8516 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2557 0.8906 0.8462 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2535 0.8926 0.8476 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2518 0.8984 0.8531 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2555 0.8965 0.8490 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 71 +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 +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 +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 56 and 72: 18.935237884521484. +Interpolating between 56 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2667 0.8887 0.8357 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2533 0.8906 0.8391 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2472 0.8984 0.8523 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2472 0.8984 0.8531 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2494 0.8965 0.8507 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2494 0.8945 0.8492 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2475 0.8945 0.8492 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2479 0.8906 0.8409 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.8965 0.8490 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 72 +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 +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 +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 56 and 73: 18.980833053588867. +Interpolating between 56 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.9043 0.8612 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2339 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2333 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2378 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2437 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2466 0.9004 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2450 0.9004 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2444 0.9004 0.8563 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2512 0.9004 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 73 +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 +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 +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 56 and 74: 19.136844635009766. +Interpolating between 56 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2496 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2431 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2409 0.8945 0.8492 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2424 0.8945 0.8500 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2470 0.8926 0.8476 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2513 0.8926 0.8476 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2522 0.8926 0.8468 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2517 0.8926 0.8451 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2550 0.8965 0.8490 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 74 +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 +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 +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 56 and 75: 19.350360870361328. +Interpolating between 56 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2518 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2462 0.9062 0.8659 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2469 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2522 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2590 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2622 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2581 0.8945 0.8508 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2525 0.8926 0.8459 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2540 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 75 +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 +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 +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 56 and 76: 19.349987030029297. +Interpolating between 56 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2426 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2333 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2344 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2433 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2517 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2514 0.8906 0.8462 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2458 0.8945 0.8500 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2432 0.8965 0.8515 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2496 0.8945 0.8475 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 76 +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 +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 +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 56 and 77: 19.01788902282715. +Interpolating between 56 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2260 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2257 0.9062 0.8659 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2292 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2364 0.9043 0.8635 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2445 0.8984 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2486 0.9023 0.8611 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2486 0.9004 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2487 0.8965 0.8499 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2537 0.8945 0.8457 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 77 +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 +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 +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 56 and 78: 20.71763038635254. +Interpolating between 56 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2398 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2523 0.9043 0.8686 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2796 0.9082 0.8779 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2981 0.8965 0.8638 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2860 0.9023 0.8684 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2560 0.8984 0.8602 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2379 0.8945 0.8525 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2410 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 78 +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 +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 +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 56 and 79: 19.09756851196289. +Interpolating between 56 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2318 0.9043 0.8643 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2302 0.8984 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2328 0.8965 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2379 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2437 0.8926 0.8509 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2466 0.8887 0.8438 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2449 0.8926 0.8485 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2432 0.8965 0.8524 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2490 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 79 +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 +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 +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 56 and 80: 19.0664005279541. +Interpolating between 56 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2337 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2314 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2335 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2394 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2463 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2505 0.8945 0.8500 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2500 0.8965 0.8524 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2489 0.8965 0.8515 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2532 0.8945 0.8466 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 80 +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 +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 +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 56 and 81: 19.143550872802734. +Interpolating between 56 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2389 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2372 0.9082 0.8712 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2445 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2506 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2531 0.8984 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2511 0.8945 0.8508 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2494 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2531 0.8965 0.8490 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 81 +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 +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 +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 56 and 82: 20.49605941772461. +Interpolating between 56 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2358 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2255 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2361 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2603 0.8887 0.8421 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2784 0.8945 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2715 0.8926 0.8518 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2539 0.8926 0.8501 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2439 0.8926 0.8476 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2480 0.8945 0.8475 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 82 +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 +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 +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 56 and 83: 19.06743049621582. +Interpolating between 56 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2308 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2284 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2319 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2403 0.8945 0.8533 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2489 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2514 0.8945 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2478 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2455 0.9004 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2512 0.9004 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 83 +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 +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 +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 56 and 84: 19.166637420654297. +Interpolating between 56 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2325 0.8945 0.8525 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2322 0.8926 0.8501 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2360 0.8926 0.8509 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2428 0.8887 0.8455 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2485 0.8867 0.8424 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2502 0.8926 0.8493 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2484 0.8926 0.8485 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2476 0.8887 0.8403 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2530 0.8906 0.8409 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 84 +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 +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 +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 56 and 85: 19.1054744720459. +Interpolating between 56 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2531 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2514 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2537 0.8945 0.8525 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2575 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2606 0.8945 0.8533 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2598 0.8906 0.8470 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2549 0.8867 0.8407 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2507 0.8926 0.8468 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2539 0.9004 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 85 +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 +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 +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 56 and 86: 19.355249404907227. +Interpolating between 56 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8887 0.8430 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2279 0.8906 0.8470 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2335 0.8887 0.8447 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2466 0.8906 0.8470 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2598 0.8926 0.8485 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2617 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2527 0.8906 0.8436 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2453 0.8926 0.8451 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2489 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 86 +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 +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 +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 56 and 87: 18.86075210571289. +Interpolating between 56 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.8965 0.8490 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2411 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2399 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2417 0.8945 0.8516 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2444 0.8945 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2458 0.8945 0.8508 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2450 0.8965 0.8515 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2453 0.8945 0.8475 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2520 0.8965 0.8481 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 87 +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 +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 +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 56 and 88: 19.199609756469727. +Interpolating between 56 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2210 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2233 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2296 0.9141 0.8798 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2385 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2468 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2510 0.8965 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2507 0.8945 0.8500 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2505 0.8945 0.8483 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2546 0.8945 0.8466 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 88 +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 +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 +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 56 and 89: 19.287353515625. +Interpolating between 56 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2454 0.9043 0.8627 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2415 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2426 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2486 0.8926 0.8518 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2557 0.8848 0.8410 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2591 0.8770 0.8283 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2553 0.8887 0.8412 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2503 0.8906 0.8427 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2526 0.8926 0.8433 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 89 +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 +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 +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 56 and 90: 18.9293155670166. +Interpolating between 56 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8965 0.8507 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2254 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2266 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2317 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2382 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2419 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2419 0.8984 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2430 0.8945 0.8475 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2508 0.9004 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 90 +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 +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 +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 56 and 91: 18.927776336669922. +Interpolating between 56 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2264 0.8945 0.8492 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2265 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2311 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2382 0.8965 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2433 0.8965 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2444 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2421 0.8965 0.8532 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2427 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2507 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 91 +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 +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 +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 56 and 92: 20.132225036621094. +Interpolating between 56 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2392 0.8926 0.8442 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2278 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2315 0.8984 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2454 0.9043 0.8693 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2580 0.9004 0.8661 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2573 0.8945 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2471 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2408 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2463 0.8945 0.8483 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 92 +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 +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 +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 56 and 93: 19.173263549804688. +Interpolating between 56 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2326 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2323 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2395 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2512 0.8926 0.8493 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2604 0.8926 0.8501 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2593 0.8887 0.8438 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2519 0.8887 0.8421 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2468 0.8965 0.8524 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2512 0.8965 0.8507 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 93 +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 +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 +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 56 and 94: 20.798559188842773. +Interpolating between 56 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2572 0.8965 0.8473 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2486 0.8906 0.8382 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2668 0.8926 0.8397 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3102 0.8887 0.8338 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3541 0.8848 0.8260 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3449 0.9004 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2863 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2463 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2419 0.8926 0.8442 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 94 +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 +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 +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 56 and 95: 19.095291137695312. +Interpolating between 56 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.9062 0.8644 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2420 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2413 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2433 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2454 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2480 0.8926 0.8485 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2492 0.8984 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2495 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2540 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 95 +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 +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 +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 56 and 96: 19.079113006591797. +Interpolating between 56 and 96 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2561 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2481 0.9004 0.8563 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2456 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2480 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2532 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2559 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2536 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2511 0.8945 0.8475 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2549 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 96 +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 +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 +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 56 and 97: 19.107318878173828. +Interpolating between 56 and 97 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2330 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2275 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2303 0.9062 0.8689 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2387 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2462 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2467 0.8984 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2417 0.8984 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2397 0.8965 0.8507 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2472 0.8945 0.8466 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 97 +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 +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 +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 56 and 98: 19.14130973815918. +Interpolating between 56 and 98 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2532 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2410 0.9004 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2386 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2442 0.8945 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2523 0.8965 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2549 0.8945 0.8516 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2513 0.8906 0.8444 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2491 0.8926 0.8442 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2530 0.8945 0.8466 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 98 +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 +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 +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 56 and 99: 20.50627899169922. +Interpolating between 56 and 99 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2399 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2269 0.8926 0.8442 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2336 0.8984 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2536 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2713 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2694 0.8926 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2535 0.8906 0.8486 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2429 0.8965 0.8540 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2466 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2664 0.8965 0.8464 +Completed interpolation from 56 to 99 +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 +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 +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 57 and 58: 19.473159790039062. +Interpolating between 57 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2703 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2618 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2598 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2635 0.8945 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2674 0.8906 0.8495 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2658 0.8926 0.8509 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2540 0.8965 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2379 0.8965 0.8540 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2276 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 58 +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 +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 +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 57 and 59: 19.068517684936523. +Interpolating between 57 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2449 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2365 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2354 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2400 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2457 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2460 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2387 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2294 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2243 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 59 +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 +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 +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 57 and 60: 19.408077239990234. +Interpolating between 57 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2240 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2223 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2288 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2422 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2545 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2550 0.8965 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2432 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2297 0.8984 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2235 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 60 +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 +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 +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 57 and 61: 20.874773025512695. +Interpolating between 57 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2577 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2472 0.8945 0.8430 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2680 0.8867 0.8294 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3231 0.8828 0.8204 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3855 0.8809 0.8201 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3698 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2916 0.8945 0.8601 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2367 0.9023 0.8670 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2189 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 61 +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 +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 +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 57 and 62: 19.138507843017578. +Interpolating between 57 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2427 0.8984 0.8531 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2345 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2327 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2360 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2411 0.9102 0.8750 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2426 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2381 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2304 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2253 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 62 +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 +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 +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 57 and 63: 20.713756561279297. +Interpolating between 57 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2362 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2334 0.8906 0.8453 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2521 0.8984 0.8547 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2885 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3162 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2940 0.9023 0.8663 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2488 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2244 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2185 0.9102 0.8736 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 63 +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 +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 +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 57 and 64: 19.439224243164062. +Interpolating between 57 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2360 0.8945 0.8483 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2327 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2367 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2478 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2608 0.8926 0.8509 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2596 0.8945 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2444 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2298 0.8984 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2235 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 64 +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 +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 +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 57 and 65: 18.977689743041992. +Interpolating between 57 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2666 0.8867 0.8352 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2505 0.8926 0.8451 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2439 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2461 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2510 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2504 0.8965 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2412 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2304 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2247 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 65 +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 +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 +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 57 and 66: 19.410852432250977. +Interpolating between 57 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2522 0.9062 0.8652 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2442 0.8984 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2414 0.8984 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2449 0.8965 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2507 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2516 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2427 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2308 0.8984 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2245 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 66 +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 +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 +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 57 and 67: 18.929906845092773. +Interpolating between 57 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2312 0.8926 0.8459 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2287 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2305 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2355 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2405 0.8965 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2407 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2347 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2273 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2237 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 67 +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 +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 +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 57 and 68: 20.852375030517578. +Interpolating between 57 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8867 0.8407 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2421 0.8906 0.8444 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2576 0.8887 0.8367 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3005 0.8848 0.8260 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3553 0.8789 0.8098 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3577 0.8965 0.8446 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2914 0.9082 0.8705 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2368 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2176 0.9121 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 68 +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 +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 +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 57 and 69: 20.81136131286621. +Interpolating between 57 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2579 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2424 0.8906 0.8436 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2569 0.8906 0.8400 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3010 0.8750 0.8084 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3517 0.8711 0.7950 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3410 0.8926 0.8415 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2781 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2312 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2170 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 69 +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 +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 +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 57 and 70: 20.42266845703125. +Interpolating between 57 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2453 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2353 0.9004 0.8555 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2448 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2689 0.9043 0.8643 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2866 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2740 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2486 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2296 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2223 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 70 +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 +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 +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 57 and 71: 18.954702377319336. +Interpolating between 57 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2515 0.8906 0.8400 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2455 0.8926 0.8451 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2440 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2450 0.8945 0.8516 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2462 0.8867 0.8432 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2444 0.8906 0.8486 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2387 0.8945 0.8533 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2312 0.8945 0.8525 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2261 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 71 +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 +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 +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 57 and 72: 19.19313621520996. +Interpolating between 57 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2667 0.8887 0.8357 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2513 0.8906 0.8382 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2444 0.9004 0.8547 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2459 0.9043 0.8627 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2502 0.9062 0.8667 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2487 0.9062 0.8674 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2397 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2296 0.8984 0.8564 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2245 0.8965 0.8507 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 72 +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 +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 +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 57 and 73: 19.198503494262695. +Interpolating between 57 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.9043 0.8612 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2320 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2304 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2343 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2397 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2416 0.9004 0.8633 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2369 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2291 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2243 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 73 +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 +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 +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 57 and 74: 19.225053787231445. +Interpolating between 57 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2496 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2397 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2349 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2345 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2374 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2398 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2371 0.9062 0.8703 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2305 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2253 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 74 +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 +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 +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 57 and 75: 19.3931941986084. +Interpolating between 57 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2518 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2431 0.9082 0.8683 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2408 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2445 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2516 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2538 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2458 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2334 0.8984 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2254 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 75 +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 +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 +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 57 and 76: 19.355911254882812. +Interpolating between 57 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2426 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2338 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2330 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2383 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2450 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2460 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2382 0.9121 0.8780 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2290 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2243 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 76 +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 +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 +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 57 and 77: 19.39458656311035. +Interpolating between 57 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2260 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2269 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2320 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2416 0.8984 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2512 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2507 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2411 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2295 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2237 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 77 +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 +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 +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 57 and 78: 20.66946029663086. +Interpolating between 57 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2389 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2464 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2663 0.9062 0.8717 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2825 0.9102 0.8789 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2740 0.9043 0.8721 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2470 0.9004 0.8661 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2257 0.9062 0.8710 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2195 0.9102 0.8729 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 78 +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 +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 +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 57 and 79: 19.140687942504883. +Interpolating between 57 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2318 0.9043 0.8643 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2293 0.8965 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2304 0.9004 0.8618 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2335 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2375 0.8984 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2392 0.8965 0.8579 +[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 0.2277 0.8965 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2235 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 79 +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 +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 +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 57 and 80: 19.312082290649414. +Interpolating between 57 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2337 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2312 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2327 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2400 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2497 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2526 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2442 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2324 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2255 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 80 +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 +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 +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 57 and 81: 19.07662010192871. +Interpolating between 57 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2389 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2366 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2378 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2415 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2454 0.8945 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2451 0.9004 0.8633 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2394 0.8965 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2313 0.8965 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2257 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 81 +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 +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 +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 57 and 82: 20.480165481567383. +Interpolating between 57 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2358 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2247 0.9023 0.8596 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2328 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2560 0.8887 0.8438 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2762 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2698 0.8906 0.8519 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2485 0.9004 0.8640 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2301 0.9043 0.8679 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2227 0.9121 0.8760 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 82 +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 +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 +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 57 and 83: 19.319137573242188. +Interpolating between 57 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2308 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2280 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2302 0.8965 0.8548 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2377 0.8906 0.8486 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2459 0.8887 0.8472 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2477 0.8945 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2405 0.8965 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2300 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2241 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 83 +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 +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 +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 57 and 84: 19.49944305419922. +Interpolating between 57 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2325 0.8945 0.8525 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2308 0.8965 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2344 0.8926 0.8509 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2420 0.8945 0.8541 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2492 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2487 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2397 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2294 0.8965 0.8548 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2241 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 84 +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 +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 +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 57 and 85: 19.16448211669922. +Interpolating between 57 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2531 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2490 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2489 0.8984 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2508 0.8945 0.8541 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2521 0.8965 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2498 0.9004 0.8647 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2418 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2314 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2248 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 85 +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 +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 +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 57 and 86: 19.228126525878906. +Interpolating between 57 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8887 0.8430 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2254 0.8906 0.8470 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2266 0.8887 0.8447 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2332 0.8945 0.8541 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2408 0.8906 0.8495 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2416 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2344 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2256 0.8984 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2223 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 86 +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 +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 +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 57 and 87: 19.03726577758789. +Interpolating between 57 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.8965 0.8490 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2392 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2372 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2394 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2426 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2427 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2372 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2294 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2247 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 87 +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 +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 +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 57 and 88: 19.046247482299805. +Interpolating between 57 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2210 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2213 0.9121 0.8774 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2254 0.9160 0.8841 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2318 0.9160 0.8835 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2376 0.9102 0.8770 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2384 0.9062 0.8710 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2336 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2268 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2229 0.9082 0.8698 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 88 +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 +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 +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 57 and 89: 19.282726287841797. +Interpolating between 57 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2454 0.9043 0.8627 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2393 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2370 0.8984 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2394 0.9043 0.8686 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2441 0.8984 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2466 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2411 0.9004 0.8633 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2310 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2246 0.9082 0.8698 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 89 +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 +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 +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 57 and 90: 19.09626007080078. +Interpolating between 57 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8965 0.8507 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2232 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2239 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2304 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2383 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2413 0.9121 0.8787 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2360 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2276 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2234 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 90 +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 +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 +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 57 and 91: 19.217872619628906. +Interpolating between 57 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2264 0.8945 0.8492 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2242 0.8984 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2283 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2364 0.8984 0.8617 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2455 0.9004 0.8647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2468 0.8984 0.8610 +[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 0.2274 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2222 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 91 +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 +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 +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 57 and 92: 20.227455139160156. +Interpolating between 57 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2392 0.8926 0.8442 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2269 0.8945 0.8508 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2312 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2487 0.9082 0.8740 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2657 0.9023 0.8691 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2634 0.9043 0.8714 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2457 0.9062 0.8730 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2293 0.9062 0.8717 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2227 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 92 +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 +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 +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 57 and 93: 19.4345645904541. +Interpolating between 57 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2326 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2312 0.8984 0.8523 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2373 0.8965 0.8515 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2473 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2564 0.8848 0.8392 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2573 0.8887 0.8447 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2468 0.8965 0.8548 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2331 0.8945 0.8500 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2256 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 93 +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 +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 +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 57 and 94: 20.774381637573242. +Interpolating between 57 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2572 0.8965 0.8473 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2500 0.8965 0.8455 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2707 0.8887 0.8319 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3238 0.8730 0.8012 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3884 0.8418 0.7291 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3772 0.8887 0.8267 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2952 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2388 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2193 0.9121 0.8767 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 94 +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 +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 +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 57 and 95: 19.44724464416504. +Interpolating between 57 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.9062 0.8644 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2399 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2383 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2395 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2423 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2448 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2393 0.9043 0.8672 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2302 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2245 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 95 +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 +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 +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 57 and 96: 19.372783660888672. +Interpolating between 57 and 96 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2561 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2497 0.8965 0.8490 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2476 0.8926 0.8451 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2499 0.8926 0.8451 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2555 0.8926 0.8468 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2566 0.8926 0.8468 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2487 0.8926 0.8468 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2362 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2277 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 96 +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 +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 +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 57 and 97: 19.30071449279785. +Interpolating between 57 and 97 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2330 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2257 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2287 0.9121 0.8760 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2402 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2518 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2526 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2417 0.9102 0.8750 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2289 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2229 0.9082 0.8698 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 97 +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 +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 +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 57 and 98: 19.05600929260254. +Interpolating between 57 and 98 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2532 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2407 0.9004 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2363 0.9004 0.8563 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2387 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2437 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2445 0.8926 0.8493 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2381 0.8965 0.8548 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2298 0.8984 0.8564 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2250 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 98 +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 +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 +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 57 and 99: 20.561851501464844. +Interpolating between 57 and 99 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2399 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2263 0.8867 0.8352 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2362 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2669 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2988 0.8945 0.8541 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2939 0.9004 0.8647 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2588 0.9062 0.8717 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2313 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2214 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2270 0.9023 0.8603 +Completed interpolation from 57 to 99 +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 +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 +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 58 and 59: 19.06580924987793. +Interpolating between 58 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2449 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2405 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2438 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2531 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2648 0.8945 0.8541 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2703 0.8926 0.8509 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2683 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2652 0.8926 0.8485 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2650 0.8945 0.8500 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 59 +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 +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 +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 58 and 60: 18.99591636657715. +Interpolating between 58 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2240 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2236 0.8945 0.8508 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2304 0.8945 0.8533 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2409 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2498 0.8984 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2539 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2551 0.8965 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2565 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2610 0.8906 0.8444 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 60 +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 +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 +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 58 and 61: 21.025358200073242. +Interpolating between 58 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2577 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2476 0.8926 0.8451 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2661 0.8906 0.8436 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3174 0.8730 0.8320 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3868 0.8242 0.7945 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3966 0.8105 0.7840 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3180 0.8594 0.8286 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2570 0.8828 0.8469 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2455 0.8965 0.8548 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 61 +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 +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 +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 58 and 62: 19.278810501098633. +Interpolating between 58 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2427 0.8984 0.8531 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2388 0.9023 0.8588 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2420 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2516 0.8984 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2631 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2672 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2615 0.8984 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2570 0.8965 0.8532 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2590 0.8945 0.8500 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 62 +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 +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 +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 58 and 63: 20.840450286865234. +Interpolating between 58 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2362 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2339 0.8906 0.8470 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2560 0.8984 0.8632 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3051 0.8906 0.8600 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3472 0.8555 0.8255 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3297 0.8633 0.8333 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2792 0.8848 0.8514 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2493 0.8926 0.8533 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2492 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 63 +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 +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 +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 58 and 64: 19.059545516967773. +Interpolating between 58 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2360 0.8945 0.8483 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2380 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2428 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2497 0.8926 0.8493 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2612 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2689 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2674 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2650 0.8945 0.8525 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2651 0.8965 0.8540 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 64 +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 +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 +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 58 and 65: 19.15688705444336. +Interpolating between 58 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2666 0.8867 0.8352 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2568 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2558 0.8867 0.8380 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2620 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2698 0.8945 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2732 0.8926 0.8501 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2710 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2664 0.8906 0.8453 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2654 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 65 +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 +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 +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 58 and 66: 18.843242645263672. +Interpolating between 58 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2522 0.9062 0.8652 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2526 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2564 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2633 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2741 0.8965 0.8532 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2831 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2838 0.8945 0.8508 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2761 0.8984 0.8564 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2704 0.8945 0.8500 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 66 +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 +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 +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 58 and 67: 19.125347137451172. +Interpolating between 58 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2312 0.8926 0.8459 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2321 0.8887 0.8403 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2377 0.8887 0.8430 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2466 0.8867 0.8415 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2547 0.8926 0.8509 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2585 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2571 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2562 0.8945 0.8516 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2597 0.8945 0.8500 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 67 +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 +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 +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 58 and 68: 20.99380111694336. +Interpolating between 58 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8867 0.8407 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2431 0.8926 0.8485 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2568 0.8945 0.8541 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2957 0.8945 0.8586 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3519 0.8555 0.8213 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3677 0.8320 0.8009 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3062 0.8711 0.8382 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2489 0.8984 0.8653 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2411 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 68 +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 +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 +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 58 and 69: 20.99114227294922. +Interpolating between 58 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2579 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2430 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2562 0.8965 0.8499 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2956 0.8984 0.8539 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3498 0.9004 0.8654 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3614 0.8730 0.8403 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2975 0.8867 0.8550 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2459 0.8965 0.8616 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2431 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 69 +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 +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 +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 58 and 70: 20.5655517578125. +Interpolating between 58 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2453 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2358 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2469 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2761 0.9004 0.8668 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2984 0.8789 0.8442 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2908 0.8730 0.8363 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2661 0.8926 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2525 0.8984 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2542 0.8945 0.8516 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 70 +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 +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 +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 58 and 71: 19.02379608154297. +Interpolating between 58 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2515 0.8906 0.8400 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2505 0.8945 0.8475 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2547 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2629 0.8906 0.8444 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2721 0.8926 0.8476 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2786 0.8887 0.8430 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2781 0.8906 0.8462 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2709 0.8926 0.8485 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2665 0.8965 0.8524 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 71 +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 +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 +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 58 and 72: 18.867778778076172. +Interpolating between 58 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2667 0.8887 0.8357 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2550 0.8926 0.8433 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2518 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2552 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2605 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2627 0.9004 0.8633 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2618 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2615 0.8945 0.8516 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2639 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 72 +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 +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 +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 58 and 73: 18.76247215270996. +Interpolating between 58 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.9043 0.8612 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2396 0.9043 0.8620 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2425 0.9004 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2494 0.8984 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2591 0.8984 0.8547 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2696 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2738 0.8965 0.8532 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2699 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2672 0.8984 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 73 +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 +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 +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 58 and 74: 19.176523208618164. +Interpolating between 58 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2496 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2480 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2527 0.8984 0.8547 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2635 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2801 0.9004 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2985 0.8965 0.8524 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3014 0.8984 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2881 0.8965 0.8524 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2751 0.8945 0.8483 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 74 +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 +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 +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 58 and 75: 19.116878509521484. +Interpolating between 58 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2518 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2530 0.8984 0.8523 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2581 0.8945 0.8457 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2681 0.9004 0.8555 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2826 0.8965 0.8507 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2953 0.8965 0.8507 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2940 0.8965 0.8515 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2809 0.8965 0.8515 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2716 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 75 +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 +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 +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 58 and 76: 19.55246353149414. +Interpolating between 58 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2426 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2350 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2383 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2480 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2562 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2571 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2535 0.8965 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2527 0.8965 0.8548 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2575 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 76 +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 +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 +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 58 and 77: 18.889184951782227. +Interpolating between 58 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2260 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2312 0.9004 0.8563 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2400 0.8965 0.8507 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2532 0.8945 0.8492 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2661 0.8945 0.8500 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2743 0.8926 0.8476 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2740 0.8945 0.8508 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2690 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2668 0.8945 0.8492 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 77 +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 +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 +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 58 and 78: 20.91391372680664. +Interpolating between 58 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2436 0.9102 0.8750 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2695 0.9004 0.8654 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3291 0.8652 0.8337 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3808 0.8203 0.7928 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3631 0.8457 0.8176 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2996 0.8789 0.8480 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2539 0.8965 0.8623 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2474 0.8926 0.8493 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 78 +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 +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 +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 58 and 79: 18.995912551879883. +Interpolating between 58 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2318 0.9043 0.8643 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2347 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2416 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2503 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2594 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2675 0.8965 0.8540 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2703 0.8965 0.8524 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2673 0.8926 0.8468 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2663 0.8945 0.8492 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 79 +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 +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 +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 58 and 80: 18.898393630981445. +Interpolating between 58 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2337 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2341 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2382 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2454 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2530 0.8965 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2586 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2603 0.8906 0.8462 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2610 0.8926 0.8476 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2635 0.8887 0.8412 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 80 +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 +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 +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 58 and 81: 19.126266479492188. +Interpolating between 58 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2389 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2399 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2446 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2539 0.9043 0.8643 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2649 0.9023 0.8611 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2741 0.8965 0.8524 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2721 0.8965 0.8524 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2689 0.8926 0.8468 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2670 0.8926 0.8468 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 81 +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 +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 +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 58 and 82: 20.619291305541992. +Interpolating between 58 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2358 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2273 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2372 0.8887 0.8421 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2572 0.8945 0.8541 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2704 0.8906 0.8519 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2661 0.8926 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2535 0.8926 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2479 0.8906 0.8478 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2541 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 82 +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 +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 +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 58 and 83: 18.772809982299805. +Interpolating between 58 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2308 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2324 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2363 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2425 0.8984 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2497 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2545 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2567 0.8984 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2584 0.8984 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2622 0.8984 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 83 +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 +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 +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 58 and 84: 19.149934768676758. +Interpolating between 58 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2325 0.8945 0.8525 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2360 0.8984 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2434 0.8984 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2549 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2679 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2772 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2783 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2753 0.8984 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2711 0.8965 0.8532 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 84 +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 +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 +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 58 and 85: 18.960784912109375. +Interpolating between 58 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2531 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2552 0.8984 0.8539 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2605 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2682 0.8984 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2771 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2837 0.9004 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2807 0.8984 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2728 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2680 0.8926 0.8459 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 85 +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 +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 +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 58 and 86: 19.709291458129883. +Interpolating between 58 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8887 0.8430 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2320 0.8906 0.8453 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2421 0.8867 0.8398 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2617 0.8848 0.8366 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2827 0.8887 0.8421 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2848 0.8906 0.8453 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2689 0.8867 0.8398 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2602 0.8965 0.8532 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2605 0.8945 0.8500 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 86 +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 +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 +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 58 and 87: 18.994277954101562. +Interpolating between 58 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.8965 0.8490 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2470 0.8965 0.8507 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2515 0.8906 0.8418 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2616 0.8906 0.8418 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2742 0.8906 0.8427 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2866 0.8926 0.8451 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2919 0.8965 0.8507 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2858 0.8945 0.8475 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2765 0.8945 0.8483 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 87 +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 +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 +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 58 and 88: 19.299575805664062. +Interpolating between 58 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2210 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2233 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2304 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2416 0.8984 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2533 0.8945 0.8500 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2596 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2585 0.8965 0.8532 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2575 0.8926 0.8476 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2604 0.8906 0.8427 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 88 +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 +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 +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 58 and 89: 19.21083641052246. +Interpolating between 58 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2454 0.9043 0.8627 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2457 0.9023 0.8596 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2503 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2602 0.8945 0.8492 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2728 0.8906 0.8436 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2806 0.8906 0.8436 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2750 0.8926 0.8459 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2661 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2638 0.8926 0.8468 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 89 +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 +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 +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 58 and 90: 18.975515365600586. +Interpolating between 58 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8965 0.8507 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2271 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2292 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2365 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2478 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2609 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2677 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2662 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2656 0.8965 0.8524 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 90 +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 +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 +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 58 and 91: 18.75304412841797. +Interpolating between 58 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2264 0.8945 0.8492 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2272 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2330 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2400 0.8945 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2487 0.8887 0.8488 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2531 0.8867 0.8457 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2551 0.8867 0.8449 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2571 0.8945 0.8516 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2616 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 91 +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 +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 +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 58 and 92: 20.266036987304688. +Interpolating between 58 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2392 0.8926 0.8442 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2312 0.8926 0.8485 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2352 0.8965 0.8548 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2481 0.8926 0.8533 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2600 0.8945 0.8601 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2619 0.8926 0.8586 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2600 0.8887 0.8512 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2588 0.8965 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2608 0.8945 0.8516 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 92 +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 +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 +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 58 and 93: 19.01409339904785. +Interpolating between 58 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2326 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2339 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2394 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2473 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2544 0.8887 0.8447 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2569 0.8887 0.8447 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2563 0.8906 0.8453 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2563 0.8906 0.8444 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2607 0.8926 0.8468 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 93 +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 +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 +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 58 and 94: 20.908979415893555. +Interpolating between 58 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2572 0.8965 0.8473 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2491 0.8906 0.8382 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2649 0.8906 0.8409 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3060 0.8887 0.8403 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3538 0.8945 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3534 0.8770 0.8405 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2961 0.8828 0.8454 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2495 0.8945 0.8548 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2445 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 94 +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 +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 +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 58 and 95: 18.805526733398438. +Interpolating between 58 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.9062 0.8644 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2460 0.9062 0.8652 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2478 0.9004 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2534 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2643 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2740 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2735 0.8965 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2681 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2661 0.8984 0.8556 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 95 +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 +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 +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 58 and 96: 18.6972713470459. +Interpolating between 58 and 96 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2561 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2496 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2476 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2500 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2545 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2580 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2596 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2610 0.8965 0.8532 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2643 0.8945 0.8492 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 96 +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 +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 +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 58 and 97: 19.323238372802734. +Interpolating between 58 and 97 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2330 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2323 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2374 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2471 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2556 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2600 0.8926 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2599 0.8945 0.8548 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2594 0.8965 0.8548 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2628 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 97 +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 +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 +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 58 and 98: 19.26535987854004. +Interpolating between 58 and 98 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2532 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2434 0.8984 0.8523 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2421 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2492 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2627 0.8945 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2695 0.8906 0.8470 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2669 0.8906 0.8478 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2626 0.8945 0.8516 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2628 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 98 +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 +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 +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 58 and 99: 20.593690872192383. +Interpolating between 58 and 99 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2399 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2285 0.8945 0.8475 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2355 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2587 0.9023 0.8677 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2833 0.8906 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2819 0.8867 0.8528 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2616 0.8906 0.8557 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2492 0.8945 0.8564 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2534 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2703 0.8926 0.8451 +Completed interpolation from 58 to 99 +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 +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 +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 59 and 60: 19.16595458984375. +Interpolating between 59 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2240 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2251 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2317 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2411 0.8945 0.8533 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2473 0.8945 0.8533 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2468 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2418 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2373 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2374 0.9082 0.8698 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 60 +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 +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 +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 59 and 61: 21.11258316040039. +Interpolating between 59 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2577 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2476 0.8906 0.8391 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2802 0.8867 0.8314 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3609 0.8887 0.8367 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4428 0.8828 0.8469 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4135 0.8574 0.8241 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3043 0.8848 0.8521 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2427 0.8965 0.8623 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2302 0.9102 0.8750 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 61 +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 +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 +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 59 and 62: 18.961576461791992. +Interpolating between 59 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2427 0.8984 0.8531 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2359 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2373 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2414 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2427 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2404 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2379 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2388 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 62 +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 +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 +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 59 and 63: 20.958829879760742. +Interpolating between 59 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2362 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2341 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2609 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3124 0.9062 0.8667 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3500 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3138 0.8965 0.8594 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2597 0.8965 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2349 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2323 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 63 +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 +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 +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 59 and 64: 19.19401741027832. +Interpolating between 59 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2360 0.8945 0.8483 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2367 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2412 0.8906 0.8462 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2472 0.8887 0.8438 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2515 0.8926 0.8501 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2486 0.8945 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2424 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2380 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2383 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 64 +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 +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 +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 59 and 65: 18.799747467041016. +Interpolating between 59 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2666 0.8867 0.8352 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2512 0.8926 0.8451 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2441 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2436 0.8926 0.8476 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2447 0.8926 0.8485 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2426 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2382 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2350 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2366 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 65 +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 +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 +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 59 and 66: 18.938461303710938. +Interpolating between 59 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2522 0.9062 0.8652 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2453 0.8984 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2427 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2439 0.8945 0.8533 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2467 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2463 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2421 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2374 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2373 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 66 +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 +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 +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 59 and 67: 18.861703872680664. +Interpolating between 59 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2312 0.8926 0.8459 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2292 0.8965 0.8532 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2313 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2360 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2395 0.8926 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2396 0.8965 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2364 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2338 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2359 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 67 +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 +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 +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 59 and 68: 21.105880737304688. +Interpolating between 59 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8867 0.8407 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2433 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2646 0.8887 0.8357 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3161 0.8848 0.8249 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3746 0.8770 0.8097 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3584 0.8965 0.8464 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2805 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2361 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2291 0.9082 0.8705 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 68 +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 +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 +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 59 and 69: 21.062654495239258. +Interpolating between 59 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2579 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2433 0.8926 0.8442 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2645 0.8828 0.8246 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3212 0.8691 0.7976 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3832 0.8633 0.7840 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3644 0.9004 0.8530 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2855 0.8984 0.8617 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2373 0.9004 0.8647 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2291 0.9082 0.8712 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 69 +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 +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 +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 59 and 70: 20.70517921447754. +Interpolating between 59 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2453 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2362 0.9004 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2513 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2851 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3085 0.8945 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2927 0.8984 0.8632 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2601 0.9004 0.8647 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2396 0.8984 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2347 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 70 +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 +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 +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 59 and 71: 18.684255599975586. +Interpolating between 59 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2515 0.8906 0.8400 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2470 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2463 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2479 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2485 0.8945 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2465 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2428 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2393 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2395 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 71 +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 +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 +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 59 and 72: 18.909658432006836. +Interpolating between 59 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2667 0.8887 0.8357 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2538 0.8906 0.8409 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2491 0.8906 0.8418 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2505 0.8848 0.8357 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2523 0.8926 0.8485 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2501 0.8965 0.8540 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2449 0.8984 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2400 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2392 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 72 +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 +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 +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 59 and 73: 18.709558486938477. +Interpolating between 59 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.9043 0.8612 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2342 0.9062 0.8659 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2322 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2341 0.9102 0.8729 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2373 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2381 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2359 0.9121 0.8767 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2339 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2360 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 73 +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 +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 +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 59 and 74: 18.825115203857422. +Interpolating between 59 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2496 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2422 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2377 0.8945 0.8500 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2362 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2367 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2373 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2361 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2347 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2369 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 74 +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 +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 +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 59 and 75: 19.021041870117188. +Interpolating between 59 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2518 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2468 0.9082 0.8683 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2453 0.9102 0.8722 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2465 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2500 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2504 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2465 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2409 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2390 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 75 +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 +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 +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 59 and 76: 19.518415451049805. +Interpolating between 59 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2426 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2358 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2374 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2462 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2534 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2501 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2420 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2375 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2383 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 76 +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 +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 +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 59 and 77: 19.06899070739746. +Interpolating between 59 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2260 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2311 0.9004 0.8563 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2388 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2492 0.8984 0.8539 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2555 0.9004 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2531 0.9004 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2463 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2406 0.9062 0.8667 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2394 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 77 +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 +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 +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 59 and 78: 20.95431137084961. +Interpolating between 59 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2386 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2504 0.9004 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2763 0.9023 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2923 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2734 0.8945 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2455 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2314 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2318 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 78 +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 +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 +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 59 and 79: 18.792694091796875. +Interpolating between 59 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2318 0.9043 0.8643 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2310 0.9004 0.8610 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2329 0.9023 0.8649 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2360 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2388 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2393 0.9004 0.8633 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2368 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2339 0.9102 0.8736 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2355 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 79 +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 +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 +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 59 and 80: 18.98004150390625. +Interpolating between 59 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2337 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2354 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2411 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2499 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2556 0.8965 0.8524 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2532 0.8965 0.8515 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2460 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2403 0.9082 0.8698 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2394 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 80 +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 +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 +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 59 and 81: 18.824384689331055. +Interpolating between 59 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2389 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2371 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2372 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2386 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2398 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2396 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2375 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2356 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2375 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 81 +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 +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 +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 59 and 82: 20.70832061767578. +Interpolating between 59 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2358 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2271 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2411 0.8887 0.8412 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2693 0.8828 0.8352 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2873 0.8906 0.8526 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2737 0.8945 0.8586 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2522 0.8965 0.8602 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2392 0.9023 0.8649 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2366 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 82 +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 +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 +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 59 and 83: 18.93503189086914. +Interpolating between 59 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2308 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2288 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2312 0.8984 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2369 0.8945 0.8533 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2418 0.8945 0.8533 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2421 0.8926 0.8509 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2383 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2349 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2362 0.9082 0.8698 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 83 +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 +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 +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 59 and 84: 19.375953674316406. +Interpolating between 59 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2325 0.8945 0.8525 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2355 0.8945 0.8533 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2434 0.8965 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2537 0.8906 0.8478 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2601 0.8945 0.8516 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2574 0.8926 0.8485 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2484 0.8965 0.8532 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.8984 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2397 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 84 +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 +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 +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 59 and 85: 18.771398544311523. +Interpolating between 59 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2531 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2534 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2552 0.8965 0.8540 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2561 0.8965 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2547 0.8945 0.8541 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2504 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2451 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2406 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2399 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 85 +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 +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 +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 59 and 86: 19.375112533569336. +Interpolating between 59 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8887 0.8430 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2269 0.8906 0.8470 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2298 0.8887 0.8455 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2365 0.8887 0.8464 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2421 0.8926 0.8518 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2413 0.8945 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2357 0.8965 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2318 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2342 0.9082 0.8698 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 86 +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 +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 +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 59 and 87: 18.671875. +Interpolating between 59 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.8965 0.8490 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2412 0.9023 0.8596 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 0.9004 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2397 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2410 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2404 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2374 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2347 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2360 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 87 +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 +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 +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 59 and 88: 18.933862686157227. +Interpolating between 59 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2210 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2233 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2283 0.9160 0.8828 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2341 0.9160 0.8841 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2379 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2384 0.9160 0.8841 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2363 0.9180 0.8859 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2349 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2372 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 88 +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 +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 +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 59 and 89: 18.949495315551758. +Interpolating between 59 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2454 0.9043 0.8627 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2426 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2427 0.8984 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2449 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2471 0.8945 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2464 0.8984 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2424 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2385 0.8984 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2381 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2449 0.9062 0.8659 +Completed interpolation from 59 to 89 +Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@15000steps/interpol_qqp_validation15.pkl!