diff --git "a/qqp_interpol@15000steps/19568979_interpolate_models.out" "b/qqp_interpol@15000steps/19568979_interpolate_models.out" new file mode 100644--- /dev/null +++ "b/qqp_interpol@15000steps/19568979_interpolate_models.out" @@ -0,0 +1,12854 @@ +Sun May 15 05:20:07 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 470.57.02 Driver Version: 470.57.02 CUDA Version: 11.4 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 Quadro RTX 8000 On | 00000000:06:00.0 Off | 0 | +| N/A 27C P8 14W / 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 .4LSOBD2FJ4P1HMVCFSO2, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .IXQ6SZNY0L4XZ7WGZT2W, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-31.pt +Euclidean distance between 17 and 31: 17.641822814941406. +Interpolating between 17 and 31 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2596 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2500 0.8906 0.8427 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.8926 0.8459 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2453 0.8945 0.8492 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2462 0.8965 0.8524 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2442 0.8984 0.8547 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2385 0.9023 0.8611 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2329 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2295 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 31 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .TE46RKKQSFPE8IC1Z6XN, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-32.pt +Euclidean distance between 17 and 32: 21.092702865600586. +Interpolating between 17 and 32 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2372 0.8984 0.8564 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2258 0.9043 0.8679 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2470 0.8887 0.8527 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3105 0.8770 0.8482 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4028 0.8711 0.8406 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4121 0.8867 0.8362 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3380 0.8887 0.8328 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2695 0.8965 0.8455 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2326 0.8984 0.8514 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 32 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .5WW0PIE2DV4GRQH8ZB9M, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-33.pt +Euclidean distance between 17 and 33: 18.233211517333984. +Interpolating between 17 and 33 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2509 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2400 0.8867 0.8352 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2423 0.8906 0.8400 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2531 0.8965 0.8481 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2630 0.8984 0.8497 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2620 0.8945 0.8439 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2496 0.8887 0.8357 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2370 0.8926 0.8424 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2300 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 33 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .SX8OB8PXULDJ4LCVTOKU, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Euclidean distance between 17 and 34: 20.998092651367188. +Interpolating between 17 and 34 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2400 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2222 0.9043 0.8679 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2358 0.8965 0.8623 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2888 0.8867 0.8550 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3678 0.8906 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3843 0.8828 0.8256 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3212 0.8906 0.8363 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2620 0.8965 0.8455 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2305 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 34 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .0NFDJ5S1WXVB2IR1MSJL, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Euclidean distance between 17 and 35: 21.122100830078125. +Interpolating between 17 and 35 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2331 0.8984 0.8556 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2283 0.9023 0.8656 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2534 0.8828 0.8469 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3284 0.8672 0.8365 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4386 0.8242 0.7955 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4577 0.8906 0.8511 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3636 0.8984 0.8523 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2749 0.8965 0.8473 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2322 0.9004 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 35 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .LKD6C3DZ6CFFLI5IIJE9, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Euclidean distance between 17 and 36: 20.987810134887695. +Interpolating between 17 and 36 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2594 0.8984 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2446 0.9023 0.8684 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2571 0.8887 0.8542 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3045 0.8613 0.8289 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3705 0.8301 0.8009 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3780 0.8887 0.8527 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3207 0.8906 0.8418 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2622 0.8945 0.8457 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2310 0.8945 0.8475 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 36 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .TFW66PJI88Z4TIPTFQ1C, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Euclidean distance between 17 and 37: 20.903257369995117. +Interpolating between 17 and 37 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.8887 0.8367 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2299 0.8887 0.8447 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2464 0.8965 0.8616 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3085 0.8984 0.8673 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3980 0.8906 0.8511 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4047 0.8711 0.7937 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3334 0.8789 0.8110 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2692 0.8906 0.8353 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2331 0.8984 0.8514 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 37 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .AU9L65XUDBFR357N4N2S, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Euclidean distance between 17 and 38: 21.239347457885742. +Interpolating between 17 and 38 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2649 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2388 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2493 0.8945 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3093 0.8730 0.8395 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4128 0.8398 0.8084 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4445 0.8789 0.8402 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3592 0.8906 0.8400 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2778 0.8926 0.8397 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2350 0.9004 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 38 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .9L84TOMTFQH5IEHXO8AY, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Euclidean distance between 17 and 39: 21.055116653442383. +Interpolating between 17 and 39 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2538 0.8945 0.8439 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2231 0.8984 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2442 0.8926 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3272 0.8809 0.8530 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4241 0.8359 0.8082 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4229 0.8887 0.8512 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3430 0.8926 0.8451 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2712 0.8984 0.8514 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2324 0.8984 0.8514 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 39 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .T1FVY73ZIYZHNMA73AEQ, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Euclidean distance between 17 and 40: 20.247522354125977. +Interpolating between 17 and 40 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2313 0.8984 0.8539 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2194 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2316 0.9004 0.8625 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2689 0.9023 0.8663 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3099 0.8984 0.8617 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3076 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2711 0.8945 0.8483 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2421 0.8984 0.8523 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2271 0.8965 0.8507 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 40 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .8KYLYTB2JNEL3NJ8MUBQ, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Euclidean distance between 17 and 41: 20.92862892150879. +Interpolating between 17 and 41 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2456 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2286 0.9023 0.8656 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2515 0.8906 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3154 0.8711 0.8429 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3779 0.8516 0.8224 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3656 0.8789 0.8377 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3083 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2569 0.8965 0.8490 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2293 0.8945 0.8475 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 41 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .DO80X1FYOFS8HEVGOTA4, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Euclidean distance between 17 and 42: 21.021543502807617. +Interpolating between 17 and 42 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2590 0.8926 0.8406 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2338 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2373 0.9023 0.8649 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2863 0.8906 0.8526 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3820 0.8945 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4160 0.8730 0.8000 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3458 0.8906 0.8313 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2717 0.8984 0.8480 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2323 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 42 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .M15RDFMPEFQ9FZL0S89G, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Euclidean distance between 17 and 43: 21.03410530090332. +Interpolating between 17 and 43 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.9004 0.8522 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2206 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2260 0.9121 0.8800 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2772 0.8945 0.8622 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3775 0.8789 0.8458 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4204 0.8906 0.8495 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3480 0.8945 0.8448 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2730 0.8945 0.8448 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2331 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 43 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .W3XQUG33U7XQ2BRHGFH4, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 17 and 44: 20.930294036865234. +Interpolating between 17 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2499 0.8945 0.8457 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2288 0.8984 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2373 0.9023 0.8670 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2860 0.9023 0.8670 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3745 0.8965 0.8499 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4092 0.8379 0.7186 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3404 0.8711 0.7911 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2696 0.8945 0.8421 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2330 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 44 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .65BZNW49RJL6OG40VGRB, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 17 and 45: 21.039350509643555. +Interpolating between 17 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2382 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2213 0.9043 0.8679 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2376 0.8965 0.8616 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2989 0.8848 0.8543 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3804 0.8789 0.8458 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3807 0.8809 0.8242 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3176 0.8828 0.8276 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2621 0.8926 0.8424 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2312 0.8945 0.8475 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 45 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .459GH459HT4QD305BB4M, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 17 and 46: 21.075483322143555. +Interpolating between 17 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2789 0.8848 0.8338 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2500 0.8926 0.8501 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2476 0.8926 0.8549 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2893 0.8750 0.8424 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3707 0.8457 0.8176 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4035 0.8672 0.8341 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3402 0.8867 0.8415 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2705 0.8887 0.8394 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2329 0.8926 0.8451 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 46 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .RH6MPGELU961NRSIAKYW, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 17 and 47: 19.996143341064453. +Interpolating between 17 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2346 0.9023 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2195 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2342 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2811 0.9004 0.8563 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3339 0.8945 0.8402 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3346 0.8828 0.8160 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2909 0.8945 0.8383 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2512 0.8945 0.8439 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2305 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 47 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .06O7SRAGN5LLZUQ3887Q, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 17 and 48: 21.000930786132812. +Interpolating between 17 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2559 0.8965 0.8524 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2328 0.8965 0.8532 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2401 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3056 0.9043 0.8612 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4263 0.8027 0.6245 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4493 0.7051 0.2705 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3554 0.8496 0.7442 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2739 0.8945 0.8412 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2333 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 48 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .V3ABP4WLJRIQPZ2PK4GO, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 17 and 49: 21.006439208984375. +Interpolating between 17 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.8906 0.8427 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2385 0.8965 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2465 0.8945 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2900 0.8906 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3804 0.8730 0.8371 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4059 0.8887 0.8438 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3382 0.8906 0.8372 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2696 0.8965 0.8473 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2323 0.8945 0.8475 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 49 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .KKV86M7FP2I5RUP2VUW0, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 17 and 50: 21.184202194213867. +Interpolating between 17 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2477 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2263 0.8906 0.8486 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2418 0.8984 0.8660 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3087 0.8555 0.8263 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4343 0.7910 0.7699 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4904 0.8105 0.7849 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3830 0.8789 0.8377 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2811 0.8965 0.8499 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2333 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 50 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .VLEKY5TE0YA7NN6BVPO2, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 17 and 51: 21.041080474853516. +Interpolating between 17 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2367 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2224 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2340 0.9023 0.8663 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2782 0.9043 0.8700 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3689 0.8867 0.8324 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4255 0.7539 0.4793 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3477 0.8516 0.7483 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2715 0.8906 0.8343 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2332 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 51 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .1578384XXMW7NUCVO6PT, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 17 and 52: 20.87663459777832. +Interpolating between 17 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2250 0.9023 0.8641 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2343 0.9082 0.8773 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2739 0.8926 0.8608 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3424 0.8770 0.8460 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3601 0.8887 0.8496 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3086 0.8906 0.8444 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2568 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2295 0.8965 0.8515 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 52 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .F1X9W6849DNM4L3Z6R6G, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 17 and 53: 17.98756217956543. +Interpolating between 17 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2587 0.8906 0.8418 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2475 0.8906 0.8444 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2446 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2472 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2508 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2494 0.9004 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2428 0.9043 0.8627 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2356 0.9043 0.8627 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2307 0.9043 0.8627 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 53 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .5PBR5SOEMRIPZ89T1DYK, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 17 and 54: 21.05169677734375. +Interpolating between 17 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2343 0.9062 0.8674 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2241 0.9043 0.8707 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2501 0.8867 0.8520 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3190 0.8652 0.8345 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3985 0.8652 0.8353 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3943 0.8926 0.8541 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3263 0.8906 0.8444 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2647 0.8926 0.8442 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2311 0.8965 0.8507 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 54 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .U643FZWF8NHIQBHI7Y8A, 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 17 and 55: 21.11480140686035. +Interpolating between 17 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 0.2310 0.9023 0.8634 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2493 0.9004 0.8647 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3105 0.8906 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4250 0.8750 0.8376 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4653 0.8477 0.7451 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3649 0.8906 0.8313 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2754 0.8965 0.8455 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2320 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 55 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .C30ZV3PV37CR0FTKDTL0, 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 17 and 56: 20.926774978637695. +Interpolating between 17 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 0.2372 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2514 0.8984 0.8602 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3234 0.8965 0.8616 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4210 0.9023 0.8596 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4149 0.8691 0.7926 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3333 0.8887 0.8299 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2669 0.8945 0.8430 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2325 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 56 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .R2M6TV1DJZZVT97NZZ24, 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 17 and 57: 20.815149307250977. +Interpolating between 17 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 0.2171 0.9082 0.8733 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.9043 0.8707 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2882 0.9062 0.8730 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3722 0.8867 0.8221 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3919 0.8262 0.6899 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3236 0.8770 0.8025 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2634 0.8965 0.8437 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2319 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 57 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .XASR446QJ9JYS21KLERQ, 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 17 and 58: 21.032522201538086. +Interpolating between 17 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 0.2447 0.8965 0.8548 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2570 0.8867 0.8505 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3330 0.8613 0.8314 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4258 0.8281 0.7982 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4103 0.8867 0.8432 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3303 0.8867 0.8333 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2654 0.8965 0.8473 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2325 0.8945 0.8466 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 58 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .PLSBAO09PU1N0TYX7PAI, 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 17 and 59: 21.058612823486328. +Interpolating between 17 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 0.2292 0.9043 0.8672 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2437 0.8926 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3026 0.8848 0.8506 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4061 0.8809 0.8310 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4313 0.8125 0.6620 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3491 0.8652 0.7850 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2727 0.8906 0.8353 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2335 0.8984 0.8506 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 59 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .KMLBULFORFRM6S156PDV, 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 17 and 60: 20.811830520629883. +Interpolating between 17 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 0.2139 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2365 0.9004 0.8668 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3018 0.8965 0.8678 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3726 0.9004 0.8647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3634 0.8848 0.8347 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3039 0.8867 0.8333 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2544 0.8965 0.8481 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2288 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 60 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .A1O1Y476HZFE927E0LZQ, 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 17 and 61: 17.900074005126953. +Interpolating between 17 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 0.2490 0.8984 0.8497 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2465 0.8984 0.8497 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2484 0.8965 0.8473 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2510 0.8945 0.8439 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2499 0.8965 0.8481 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2457 0.8945 0.8457 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2370 0.8926 0.8433 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2311 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 61 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .9KC4YI8FT7LFT75OR81A, 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 17 and 62: 20.983144760131836. +Interpolating between 17 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 0.2213 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2286 0.9102 0.8777 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2771 0.8984 0.8660 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3650 0.9023 0.8677 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3922 0.8809 0.8190 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3344 0.8848 0.8228 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2700 0.9023 0.8547 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2332 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 62 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .UFNO0GBC7OD672OJ9CIP, 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 17 and 63: 18.498167037963867. +Interpolating between 17 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 0.8501 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2390 0.8848 0.8384 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2496 0.8906 0.8444 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2598 0.8965 0.8515 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2593 0.8984 0.8547 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2477 0.9004 0.8555 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2359 0.9062 0.8652 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2295 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 63 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .I0GG0XDEC4X1BB1TTCFL, 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 17 and 64: 20.67090606689453. +Interpolating between 17 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 0.2246 0.8984 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2439 0.8965 0.8609 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3010 0.8926 0.8593 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3644 0.8945 0.8608 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3622 0.8926 0.8485 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3068 0.8906 0.8427 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2566 0.8965 0.8490 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2300 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 64 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .W2PV5I0AVTFXVOUWBNR1, 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 17 and 65: 20.857677459716797. +Interpolating between 17 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 0.2363 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2380 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2883 0.9023 0.8670 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3749 0.8984 0.8523 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3920 0.8594 0.7647 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3249 0.8809 0.8123 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2642 0.8965 0.8437 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2324 0.8965 0.8490 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 65 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .9EE05LGSGGYYVY3LVUON, 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 17 and 66: 21.081302642822266. +Interpolating between 17 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 0.2344 0.9004 0.8647 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2493 0.8926 0.8586 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3156 0.8750 0.8447 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4104 0.8633 0.8317 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4175 0.8867 0.8343 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3411 0.8906 0.8372 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2701 0.8965 0.8473 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2321 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 66 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .Q1LTR9161ZBC1NX3FDXP, 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 17 and 67: 20.855926513671875. +Interpolating between 17 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 0.2212 0.8965 0.8548 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.9102 0.8789 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2804 0.9023 0.8698 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3700 0.8965 0.8499 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3980 0.8027 0.6273 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3285 0.8711 0.7925 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2642 0.8926 0.8378 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2310 0.8984 0.8514 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 67 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .72XC8E0T1EMAPMWOYAU1, 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 17 and 68: 18.07691764831543. +Interpolating between 17 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 0.2467 0.8848 0.8375 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2464 0.8848 0.8375 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2498 0.8887 0.8421 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2531 0.8926 0.8476 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2518 0.8984 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2447 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2367 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2309 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 68 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .KDYJVHYOMUU84S0QMAXO, 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 17 and 69: 17.829246520996094. +Interpolating between 17 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 0.2459 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2422 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2452 0.8926 0.8476 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2492 0.8945 0.8500 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2478 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2411 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2343 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2301 0.9004 0.8587 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 69 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .FOK6N6I4VIY8HMTB91O9, 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 17 and 70: 18.77743911743164. +Interpolating between 17 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 0.2330 0.9043 0.8620 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2359 0.9004 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2502 0.9004 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2646 0.9004 0.8555 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2647 0.8945 0.8448 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2523 0.8965 0.8473 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2387 0.8945 0.8466 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2299 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 70 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .QT7KK912JYEXN5YWJ3HR, 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 17 and 71: 21.007339477539062. +Interpolating between 17 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 0.2333 0.8906 0.8453 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2447 0.8906 0.8549 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2973 0.8789 0.8458 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3862 0.8770 0.8452 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4171 0.8848 0.8347 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3483 0.8848 0.8260 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2733 0.8945 0.8430 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2322 0.9004 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 71 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .W0AHNTF28HESN65NKPM5, 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 17 and 72: 20.88507843017578. +Interpolating between 17 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 0.2363 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 0.8906 0.8519 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2908 0.8867 0.8520 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3637 0.8848 0.8483 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3685 0.8926 0.8476 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3142 0.8887 0.8367 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2612 0.9023 0.8563 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2315 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 72 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .92UVQLEBXFJOBDZJUDUR, 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 17 and 73: 21.102964401245117. +Interpolating between 17 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 0.2263 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2459 0.9043 0.8707 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3113 0.8828 0.8500 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4201 0.8672 0.8357 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4474 0.8711 0.8059 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3590 0.8750 0.8072 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2769 0.8926 0.8387 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2341 0.9004 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 73 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .IOVXOKSG3UMOPFD4EMTF, 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 17 and 74: 21.17428970336914. +Interpolating between 17 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 0.2274 0.8965 0.8548 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2342 0.9043 0.8721 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2900 0.8672 0.8357 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4100 0.7969 0.7719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4718 0.8359 0.8073 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3738 0.8828 0.8305 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2780 0.8965 0.8473 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2326 0.8984 0.8514 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 74 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .G45BCR71F4VMH7E42PSV, 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 17 and 75: 21.12308120727539. +Interpolating between 17 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 0.2369 0.9102 0.8736 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2489 0.9062 0.8737 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2992 0.8848 0.8514 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4000 0.8652 0.8313 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4348 0.8926 0.8468 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3513 0.8887 0.8357 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2719 0.8965 0.8473 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2326 0.8926 0.8442 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 75 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .O6H1VKFDFKCJWZ9CUGYE, 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 17 and 76: 20.23554801940918. +Interpolating between 17 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 0.2202 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2299 0.9082 0.8740 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2769 0.9082 0.8773 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3291 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3301 0.8867 0.8362 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2898 0.8945 0.8457 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2515 0.8965 0.8481 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2302 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 76 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .4SW1664R6OX4DWDQYZYT, 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 17 and 77: 20.959644317626953. +Interpolating between 17 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 0.2199 0.8965 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2520 0.9043 0.8759 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3362 0.8633 0.8341 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4397 0.8359 0.8073 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4438 0.8945 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3514 0.8906 0.8391 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2716 0.8945 0.8439 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2319 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 77 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .TVEQNE0DWRKLS2KFWBQY, 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 17 and 78: 18.616718292236328. +Interpolating between 17 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 0.2403 0.9102 0.8729 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2427 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2537 0.9023 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2635 0.8965 0.8507 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2611 0.8926 0.8433 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2487 0.8984 0.8523 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.8945 0.8475 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2294 0.8945 0.8483 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 78 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .GAPUP2NTSBGZA7LILQ7R, 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 17 and 79: 21.077486038208008. +Interpolating between 17 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 0.2267 0.9062 0.8717 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2486 0.9004 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3057 0.8594 0.8269 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4102 0.8320 0.8037 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4480 0.8730 0.8379 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3594 0.8867 0.8304 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2751 0.8984 0.8497 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2326 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 79 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .QHXWW0UBIRGTW5R5RRSD, 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 17 and 80: 21.07640266418457. +Interpolating between 17 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 0.2250 0.9102 0.8770 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2538 0.8984 0.8693 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3322 0.8555 0.8263 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4275 0.8340 0.8064 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4186 0.8887 0.8504 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3361 0.8848 0.8329 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2674 0.9004 0.8539 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2310 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 80 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .65C04CUHU7XAB8C72YS9, 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 17 and 81: 20.99898338317871. +Interpolating between 17 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 0.2255 0.9062 0.8710 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2362 0.9082 0.8766 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2945 0.8867 0.8557 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4027 0.8887 0.8557 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4512 0.8125 0.6571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3642 0.8770 0.8037 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2782 0.8926 0.8387 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2341 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 81 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .5TF5X7CWJF7V657AXEA9, 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 17 and 82: 18.719680786132812. +Interpolating between 17 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 0.2231 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2320 0.9062 0.8659 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2582 0.9043 0.8627 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2847 0.9043 0.8620 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2844 0.9043 0.8612 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2609 0.9004 0.8555 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2388 0.9004 0.8563 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2281 0.9043 0.8627 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 82 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .8MXGIJ82BS9IYCJXZ8BY, 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 17 and 83: 21.056392669677734. +Interpolating between 17 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 0.2227 0.8945 0.8548 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2512 0.8945 0.8615 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3227 0.8750 0.8447 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3999 0.8652 0.8321 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3900 0.8887 0.8438 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3184 0.8848 0.8309 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2620 0.8926 0.8415 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2318 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 83 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .C8Y1RLILBSFZHYFBLAH0, 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 17 and 84: 20.456987380981445. +Interpolating between 17 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 0.2238 0.8945 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2442 0.8984 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3000 0.8828 0.8537 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3682 0.8770 0.8482 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3767 0.8965 0.8645 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3166 0.8926 0.8485 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2584 0.8984 0.8531 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2293 0.8965 0.8515 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 84 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .P9528HA466FBCQQE22HS, 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 17 and 85: 21.098615646362305. +Interpolating between 17 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 0.2417 0.8984 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2560 0.8887 0.8535 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3107 0.8691 0.8354 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4193 0.8301 0.7953 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4579 0.8789 0.8315 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3650 0.8770 0.8108 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2783 0.8984 0.8488 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2336 0.9004 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 85 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .HPXH2GJI0IKYQ600WHYO, 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 17 and 86: 20.32555389404297. +Interpolating between 17 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 0.2193 0.8926 0.8493 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2231 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2546 0.9043 0.8643 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3154 0.8965 0.8455 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3277 0.8672 0.7862 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2888 0.8770 0.8073 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2506 0.8887 0.8328 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2300 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 86 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .P89FWAOF5RLELN6239RE, 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 17 and 87: 21.038707733154297. +Interpolating between 17 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 0.9023 0.8656 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2529 0.8945 0.8622 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3265 0.8594 0.8294 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4456 0.7891 0.7662 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4696 0.8672 0.8350 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3638 0.8965 0.8481 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2753 0.8965 0.8464 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2329 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 87 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .1B5BF03IJHRZVE4B94W7, 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 17 and 88: 20.996747970581055. +Interpolating between 17 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 0.2141 0.9102 0.8763 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2315 0.9121 0.8819 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2847 0.9043 0.8734 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3946 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4486 0.7188 0.3333 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3602 0.8418 0.7273 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2755 0.8926 0.8358 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2336 0.8965 0.8490 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 88 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .3OEZEBOU902SR510Q7KM, 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 17 and 89: 21.008508682250977. +Interpolating between 17 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 0.2303 0.8945 0.8548 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2375 0.8906 0.8542 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2732 0.9004 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3455 0.8906 0.8526 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3737 0.8809 0.8211 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3241 0.8906 0.8343 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2660 0.8945 0.8430 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2331 0.8945 0.8466 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 89 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .BFSDF7CP0BCT1EUDTVGD, 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 17 and 90: 21.06809425354004. +Interpolating between 17 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 0.2157 0.9082 0.8733 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2342 0.9062 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2897 0.8906 0.8600 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3809 0.8906 0.8600 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4126 0.8672 0.7862 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3458 0.8672 0.7888 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2742 0.8945 0.8412 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2345 0.8984 0.8514 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 90 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .2NADZ6RD4RDWJPNOTOVA, 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 17 and 91: 21.001758575439453. +Interpolating between 17 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 0.2221 0.9062 0.8710 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2482 0.8945 0.8622 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3198 0.8770 0.8489 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3974 0.8613 0.8305 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3817 0.8809 0.8338 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3179 0.8906 0.8418 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2616 0.9023 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2297 0.8984 0.8523 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 91 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .6398W4KU3ZUERHJF5YB3, 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 17 and 92: 19.56884765625. +Interpolating between 17 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 0.2228 0.8984 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2311 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2618 0.8926 0.8476 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2966 0.8965 0.8507 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3046 0.8887 0.8376 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2746 0.8945 0.8457 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2452 0.8984 0.8531 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2298 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 92 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .0TEINWG8D0BEOGGZWKUX, 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 17 and 93: 20.574758529663086. +Interpolating between 17 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 0.2224 0.8984 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2451 0.8965 0.8623 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3068 0.8828 0.8515 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3605 0.8789 0.8473 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3512 0.8984 0.8617 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2993 0.8945 0.8483 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2549 0.8945 0.8466 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2303 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 93 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .2K1CT5ZABGR2M9467EWP, 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 17 and 94: 17.78653335571289. +Interpolating between 17 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 0.2489 0.9004 0.8530 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2463 0.9004 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2477 0.9023 0.8563 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2495 0.8945 0.8448 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2479 0.8945 0.8448 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2427 0.8926 0.8424 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2362 0.8984 0.8531 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2312 0.9023 0.8596 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 94 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .VQV6BCL9BHC5IFBILRTN, 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 17 and 95: 21.161638259887695. +Interpolating between 17 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 0.2241 0.9023 0.8634 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2377 0.9023 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3084 0.8770 0.8452 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4354 0.8281 0.7991 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4710 0.8867 0.8466 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3749 0.9023 0.8580 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2803 0.8965 0.8473 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2322 0.9004 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 95 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .MUIILJFUVA1HMHSNT951, 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 17 and 96: 20.982507705688477. +Interpolating between 17 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 0.2284 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2529 0.9023 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3400 0.8535 0.8244 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4391 0.7949 0.7722 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4313 0.8770 0.8437 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3425 0.8926 0.8476 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2671 0.8965 0.8507 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2301 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 96 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .BPJHLOFDJ10JIKIEVYG1, 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 17 and 97: 20.43406105041504. +Interpolating between 17 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 0.2194 0.9062 0.8703 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2343 0.9004 0.8647 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2806 0.8945 0.8586 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3232 0.8867 0.8424 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3196 0.8926 0.8451 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2827 0.8926 0.8442 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2495 0.8887 0.8385 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2299 0.8926 0.8459 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 97 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .GZBCFHON6VJ99IJO904Y, 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 17 and 98: 20.9450740814209. +Interpolating between 17 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 0.2261 0.8984 0.8539 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2319 0.8984 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2842 0.9023 0.8670 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3702 0.8828 0.8295 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3818 0.8789 0.8166 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3219 0.8984 0.8480 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2637 0.8984 0.8497 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2316 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 98 +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Encountered Error: connectivity/bert_ft_qqp-17 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-17.pt +Creating .OOZMY2U9QUFPZO2B3GFT, 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 17 and 99: 19.05650520324707. +Interpolating between 17 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 0.2271 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2333 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2542 0.8945 0.8483 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2765 0.8867 0.8362 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2803 0.8867 0.8324 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2623 0.8906 0.8382 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2416 0.8965 0.8499 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2298 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2287 0.9023 0.8611 +Completed interpolation from 17 to 99 +Creating .S2IEL200K1678PO0JDST, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .HMTLKYZ1EUVKEIK1E5VR, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Euclidean distance between 18 and 19: 18.7017765045166. +Interpolating between 18 and 19 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2408 0.8984 0.8539 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2328 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2317 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2347 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2370 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2357 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2318 0.9082 0.8691 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2289 0.9082 0.8683 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2308 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 19 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .FF1W0FOFQROL87XSTAB6, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Euclidean distance between 18 and 20: 19.136436462402344. +Interpolating between 18 and 20 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2654 0.9062 0.8689 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2510 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2487 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2541 0.8965 0.8532 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2563 0.8965 0.8532 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2507 0.8965 0.8524 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2418 0.9004 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2349 0.9043 0.8620 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2335 0.9062 0.8644 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 20 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .RJPDWSWLO3F44NXMDBQK, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-21 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-21.pt +Euclidean distance between 18 and 21: 18.99446678161621. +Interpolating between 18 and 21 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2474 0.8965 0.8540 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2444 0.8984 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2448 0.8906 0.8478 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2470 0.8965 0.8594 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2481 0.8984 0.8632 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2430 0.8965 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2343 0.9023 0.8670 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2287 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2299 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 21 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .WRHZMI07X3KFK87BNVW2, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-22 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-22.pt +Euclidean distance between 18 and 22: 20.984649658203125. +Interpolating between 18 and 22 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2539 0.9004 0.8595 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2441 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2680 0.8906 0.8391 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3268 0.8809 0.8157 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3941 0.8340 0.7099 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3720 0.8633 0.7742 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2802 0.9004 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2291 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2198 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 22 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .9VDCL4HRA14RANA60QQS, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-23 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-23.pt +Euclidean distance between 18 and 23: 20.639751434326172. +Interpolating between 18 and 23 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2490 0.8906 0.8427 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2379 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2542 0.8867 0.8371 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2944 0.8926 0.8451 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3202 0.8867 0.8343 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2921 0.8965 0.8507 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2522 0.9043 0.8635 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2289 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2252 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 23 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .C7G4UF5TAH6AW7OS50DR, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-24 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-24.pt +Euclidean distance between 18 and 24: 18.914020538330078. +Interpolating between 18 and 24 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2474 0.8984 0.8514 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2412 0.9043 0.8612 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2422 0.9043 0.8635 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2488 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2449 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2372 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2309 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2311 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 24 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .NSRSUQF4SQATLVNXF84Q, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-25 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-25.pt +Euclidean distance between 18 and 25: 19.000268936157227. +Interpolating between 18 and 25 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8887 0.8394 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2509 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2559 0.8906 0.8418 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2676 0.8926 0.8442 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2805 0.8945 0.8466 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2728 0.8965 0.8507 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2544 0.9043 0.8627 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2416 0.9062 0.8652 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2368 0.9082 0.8669 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 25 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .0GSJQZ87Y3M8VP0MXVE4, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-26 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-26.pt +Euclidean distance between 18 and 26: 18.776214599609375. +Interpolating between 18 and 26 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2612 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2445 0.9004 0.8555 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2400 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2428 0.8965 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2448 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2405 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2325 0.9062 0.8674 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2272 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2288 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 26 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .M9J0BE259KU0UCDXNR3C, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Euclidean distance between 18 and 27: 18.761566162109375. +Interpolating between 18 and 27 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2464 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2326 0.9043 0.8620 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2292 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2326 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2360 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2347 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2298 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2268 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2292 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 27 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .E8W6EIGUT0Z59A9082RL, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Euclidean distance between 18 and 28: 19.00823402404785. +Interpolating between 18 and 28 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2694 0.8926 0.8476 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2606 0.8945 0.8516 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2565 0.8926 0.8501 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2559 0.8926 0.8509 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2554 0.8926 0.8501 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2502 0.8906 0.8478 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2416 0.8965 0.8540 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2346 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2332 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 28 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .33PCYUWKE10GFB13SN2G, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Euclidean distance between 18 and 29: 18.900327682495117. +Interpolating between 18 and 29 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2440 0.9023 0.8580 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2398 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2414 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2449 0.9023 0.8611 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2458 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2417 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2352 0.9102 0.8722 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2310 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2317 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 29 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Creating .XCQV9QRU0KYCVMHNJU69, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Euclidean distance between 18 and 30: 18.832599639892578. +Interpolating between 18 and 30 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2470 0.9004 0.8579 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2357 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2327 0.9062 0.8696 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2346 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2369 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2351 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2296 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2256 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2279 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 30 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-31.pt +Euclidean distance between 18 and 31: 20.940095901489258. +Interpolating between 18 and 31 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2596 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2486 0.8828 0.8266 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2746 0.8750 0.8095 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3424 0.8652 0.7850 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4259 0.8027 0.6327 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4067 0.8887 0.8257 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2987 0.9141 0.8811 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2329 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2180 0.9082 0.8683 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 31 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-32.pt +Euclidean distance between 18 and 32: 18.669187545776367. +Interpolating between 18 and 32 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2372 0.8984 0.8564 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2284 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2261 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2282 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2301 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2293 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2264 0.9062 0.8674 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2249 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2283 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 32 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-33.pt +Euclidean distance between 18 and 33: 20.899553298950195. +Interpolating between 18 and 33 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2509 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2426 0.8887 0.8348 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2710 0.8887 0.8328 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3288 0.8848 0.8249 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3637 0.8965 0.8515 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3158 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2556 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2256 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2221 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 33 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Euclidean distance between 18 and 34: 18.807912826538086. +Interpolating between 18 and 34 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2400 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2331 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2319 0.9023 0.8619 +[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 0.2368 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2356 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2314 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2283 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2300 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 34 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Euclidean distance between 18 and 35: 18.920419692993164. +Interpolating between 18 and 35 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2331 0.8984 0.8556 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2302 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2317 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2361 0.8945 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2400 0.8926 0.8509 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2395 0.8926 0.8518 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2339 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2282 0.9062 0.8667 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2285 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 35 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Euclidean distance between 18 and 36: 18.820600509643555. +Interpolating between 18 and 36 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2594 0.8984 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2465 0.8965 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2422 0.8984 0.8602 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2444 0.8965 0.8594 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2472 0.8965 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2446 0.8965 0.8594 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2362 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2284 0.9062 0.8667 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2280 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 36 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Euclidean distance between 18 and 37: 19.232343673706055. +Interpolating between 18 and 37 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.8887 0.8367 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2422 0.8887 0.8376 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2426 0.8867 0.8352 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2468 0.8906 0.8418 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2507 0.8906 0.8418 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2477 0.9004 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2396 0.8984 0.8539 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2334 0.8984 0.8539 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2326 0.9043 0.8620 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 37 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Euclidean distance between 18 and 38: 18.9990234375. +Interpolating between 18 and 38 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2649 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2496 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2451 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2461 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2472 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2442 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2374 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2318 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2314 0.9082 0.8683 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 38 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Euclidean distance between 18 and 39: 18.94852066040039. +Interpolating between 18 and 39 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2538 0.8945 0.8439 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2443 0.8965 0.8473 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2421 0.9023 0.8596 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2436 0.9062 0.8652 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2441 0.8984 0.8531 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2413 0.9043 0.8620 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2355 0.9043 0.8620 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2313 0.9062 0.8644 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2318 0.9082 0.8669 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 39 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Euclidean distance between 18 and 40: 19.46498680114746. +Interpolating between 18 and 40 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2313 0.8984 0.8539 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2287 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2366 0.8945 0.8500 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2492 0.8965 0.8532 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2552 0.8965 0.8532 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2492 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2376 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2296 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2296 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 40 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Euclidean distance between 18 and 41: 18.940526962280273. +Interpolating between 18 and 41 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2456 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2404 0.8965 0.8532 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2402 0.8965 0.8540 +[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 0.2475 0.8945 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2431 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2353 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2303 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2306 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 41 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Euclidean distance between 18 and 42: 18.863929748535156. +Interpolating between 18 and 42 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2590 0.8926 0.8406 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2469 0.8926 0.8442 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2429 0.8965 0.8515 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2444 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2462 0.8906 0.8462 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2430 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2360 0.8965 0.8540 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2305 0.9004 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2306 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 42 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Euclidean distance between 18 and 43: 18.447282791137695. +Interpolating between 18 and 43 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.9004 0.8522 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2346 0.9023 0.8555 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2292 0.9043 0.8620 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2286 0.9004 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2300 0.9043 0.8643 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2306 0.9023 0.8611 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2290 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2281 0.9004 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2305 0.9043 0.8612 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 43 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 18 and 44: 18.537328720092773. +Interpolating between 18 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2499 0.8945 0.8457 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2376 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2328 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2325 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2336 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2325 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2289 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2263 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2287 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 44 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 18 and 45: 18.700124740600586. +Interpolating between 18 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2382 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2278 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2249 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2264 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2286 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2280 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2252 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2237 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2273 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 45 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 18 and 46: 18.771263122558594. +Interpolating between 18 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2789 0.8848 0.8338 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2611 0.8848 0.8347 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2501 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2463 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2464 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2441 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2377 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2316 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2315 0.9082 0.8683 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 46 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 18 and 47: 19.94551658630371. +Interpolating between 18 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2346 0.9023 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2314 0.8965 0.8481 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2382 0.8945 0.8448 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2504 0.8926 0.8424 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2582 0.8926 0.8442 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2512 0.8984 0.8531 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2388 0.8984 0.8539 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2308 0.9082 0.8683 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2305 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 47 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 18 and 48: 18.764902114868164. +Interpolating between 18 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2559 0.8965 0.8524 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2447 0.8965 0.8540 +[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 0.2444 0.8965 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2477 0.8984 0.8624 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2442 0.8984 0.8624 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2350 0.8945 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2284 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2290 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 48 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 18 and 49: 18.565444946289062. +Interpolating between 18 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.8906 0.8427 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2479 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2441 0.8926 0.8509 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2435 0.8887 0.8464 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2432 0.8926 0.8518 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2411 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2359 0.8945 0.8516 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2312 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2314 0.9062 0.8644 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 49 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 18 and 50: 18.984542846679688. +Interpolating between 18 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2477 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2370 0.8945 0.8508 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2318 0.8945 0.8525 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2309 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2329 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2323 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2293 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2262 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2283 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 50 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 18 and 51: 18.644996643066406. +Interpolating between 18 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2367 0.9004 0.8563 +[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 0.2253 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2277 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2304 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2301 0.8965 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2274 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2253 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2282 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 51 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 18 and 52: 18.733760833740234. +Interpolating between 18 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2318 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2301 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2335 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2368 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2358 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2309 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2269 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2286 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 52 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 18 and 53: 20.957855224609375. +Interpolating between 18 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2587 0.8906 0.8418 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2505 0.8848 0.8319 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2733 0.8867 0.8314 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3261 0.8652 0.7864 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3850 0.8027 0.6354 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3376 0.8789 0.8098 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2566 0.9121 0.8732 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2233 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2203 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 53 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 18 and 54: 18.92792320251465. +Interpolating between 18 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2343 0.9062 0.8674 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2291 0.9062 0.8681 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2292 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2324 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2354 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2340 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2295 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2264 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2288 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 54 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-55.pt +Euclidean distance between 18 and 55: 18.653776168823242. +Interpolating between 18 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 0.2373 0.8984 0.8531 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2360 0.8965 0.8515 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2369 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2378 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2363 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2324 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2294 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2305 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 55 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 56: 19.0671329498291. +Interpolating between 18 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 0.2510 0.8945 0.8457 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2454 0.8965 0.8499 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2471 0.8984 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2491 0.8984 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2450 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2365 0.9023 0.8611 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2302 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2303 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 56 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 57: 19.00929832458496. +Interpolating between 18 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 0.2236 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2287 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2378 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2428 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2394 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2318 0.8965 0.8540 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2270 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2287 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 57 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 58: 19.137571334838867. +Interpolating between 18 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 0.2617 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2612 0.9004 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2663 0.8945 0.8483 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2697 0.8965 0.8507 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2617 0.8965 0.8515 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2494 0.9043 0.8627 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2405 0.9043 0.8627 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2365 0.9062 0.8644 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 58 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 59: 18.762109756469727. +Interpolating between 18 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 0.2346 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2312 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2323 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2338 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2326 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2289 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2268 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2297 0.9082 0.8683 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 59 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 60: 19.27861213684082. +Interpolating between 18 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 0.2242 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2316 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2430 0.8984 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2498 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2465 0.9023 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2378 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2313 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2311 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 60 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 61: 21.041175842285156. +Interpolating between 18 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 0.2485 0.8906 0.8382 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2756 0.8906 0.8343 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3449 0.8809 0.8168 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4199 0.8594 0.7677 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3885 0.8887 0.8309 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2820 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2290 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2202 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 61 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 62: 18.617189407348633. +Interpolating between 18 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 0.2325 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2297 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2316 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2341 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2336 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2306 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2288 0.9043 0.8627 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2311 0.9062 0.8644 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 62 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 63: 20.9418888092041. +Interpolating between 18 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 0.2346 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2637 0.8906 0.8400 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3240 0.8887 0.8319 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3699 0.8867 0.8274 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3196 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2559 0.9004 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2277 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2237 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 63 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 64: 19.236297607421875. +Interpolating between 18 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 0.2319 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2374 0.8926 0.8476 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2485 0.8906 0.8453 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2547 0.8887 0.8421 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2502 0.8926 0.8459 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2386 0.8984 0.8539 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2299 0.9043 0.8620 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2295 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 64 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 65: 18.93540382385254. +Interpolating between 18 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 0.2504 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2445 0.8945 0.8466 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2458 0.8984 0.8531 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2478 0.9004 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2445 0.9004 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2373 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2319 0.9023 0.8596 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2319 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 65 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 66: 18.950422286987305. +Interpolating between 18 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 0.2407 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2369 0.8984 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2400 0.9004 0.8633 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2443 0.8984 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2428 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2359 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2288 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2290 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 66 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 67: 18.759300231933594. +Interpolating between 18 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 0.2283 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2301 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2336 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2353 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2329 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2284 0.8984 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2258 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2286 0.9082 0.8683 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 67 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 68: 21.03014373779297. +Interpolating between 18 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 0.2445 0.8945 0.8475 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2664 0.8867 0.8304 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3214 0.8691 0.7926 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3972 0.7988 0.6142 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3905 0.7617 0.5000 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2800 0.9004 0.8478 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2309 0.9043 0.8612 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2225 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 68 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 69: 20.96881675720215. +Interpolating between 18 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 0.2428 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2633 0.8867 0.8314 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3186 0.8750 0.8072 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3808 0.8574 0.7683 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3579 0.8848 0.8239 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2739 0.9062 0.8674 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2254 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2178 0.9082 0.8683 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 69 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 70: 20.58157730102539. +Interpolating between 18 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 0.2367 0.9004 0.8555 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2500 0.9004 0.8563 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2769 0.8906 0.8400 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2887 0.8965 0.8515 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2698 0.8965 0.8515 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2459 0.8984 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2307 0.9023 0.8596 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2284 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 70 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 71: 18.534334182739258. +Interpolating between 18 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 0.2418 0.8945 0.8475 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2381 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2377 0.8945 0.8492 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2375 0.8945 0.8492 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2359 0.8965 0.8524 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2327 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2305 0.9004 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2317 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 71 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 72: 18.925642013549805. +Interpolating between 18 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 0.2515 0.8945 0.8457 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2450 0.8945 0.8475 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2452 0.8984 0.8539 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2457 0.9023 0.8596 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2418 0.9043 0.8627 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2354 0.9043 0.8627 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2310 0.9062 0.8644 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2317 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 72 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 73: 18.649261474609375. +Interpolating between 18 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 0.2322 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2301 0.9062 0.8659 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2322 0.9062 0.8667 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2346 0.9062 0.8674 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2341 0.9043 0.8643 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2312 0.9004 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2290 0.9062 0.8652 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2308 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 73 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 74: 18.78169059753418. +Interpolating between 18 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 0.2376 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2309 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2287 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2289 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2277 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2265 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2261 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2293 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 74 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 75: 18.78114891052246. +Interpolating between 18 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 0.2424 0.9062 0.8659 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2402 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2420 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2408 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2346 0.9082 0.8705 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2295 0.9082 0.8698 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2297 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 75 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 76: 19.469636917114258. +Interpolating between 18 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 0.2323 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2323 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2395 0.9004 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2447 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2407 0.9043 0.8643 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2320 0.9062 0.8659 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2268 0.9082 0.8683 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2287 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 76 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 77: 19.08069610595703. +Interpolating between 18 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 0.2279 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2335 0.9043 0.8620 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2406 0.9023 0.8596 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2452 0.9043 0.8627 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2445 0.9023 0.8588 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2387 0.9023 0.8588 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2331 0.9082 0.8669 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2327 0.9062 0.8644 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 77 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 78: 20.916074752807617. +Interpolating between 18 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 0.2401 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2530 0.8965 0.8490 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2795 0.8926 0.8433 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2938 0.9004 0.8522 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2709 0.9023 0.8563 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2377 0.9043 0.8627 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2215 0.9082 0.8683 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2228 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 78 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 79: 18.604921340942383. +Interpolating between 18 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 0.2279 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2276 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2294 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2309 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2304 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2279 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2261 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2290 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 79 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 80: 18.917152404785156. +Interpolating between 18 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 0.2324 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2351 0.9062 0.8659 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2411 0.9141 0.8764 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2437 0.9082 0.8683 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2406 0.9082 0.8683 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2359 0.9082 0.8683 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2317 0.9082 0.8683 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2326 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 80 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 81: 18.569469451904297. +Interpolating between 18 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 0.2324 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2305 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2314 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2322 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2314 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2287 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2271 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2298 0.9082 0.8683 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 81 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 82: 20.65119171142578. +Interpolating between 18 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 0.2263 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2418 0.8906 0.8427 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2726 0.8906 0.8453 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2881 0.8926 0.8509 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2693 0.8887 0.8464 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2435 0.8945 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2282 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2264 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 82 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 83: 18.83920669555664. +Interpolating between 18 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 0.2260 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2275 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2323 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2357 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2349 0.9062 0.8674 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2307 0.9102 0.8708 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2280 0.9082 0.8676 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2301 0.9062 0.8644 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 83 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 84: 19.396318435668945. +Interpolating between 18 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 0.2312 0.8945 0.8533 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2361 0.8965 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2445 0.8926 0.8509 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2502 0.8906 0.8470 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2476 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2386 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2309 0.9023 0.8596 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2300 0.9062 0.8644 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 84 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 85: 18.63905143737793. +Interpolating between 18 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 0.2475 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2451 0.8926 0.8485 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2434 0.8945 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2408 0.8965 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2374 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2330 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2306 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2320 0.9082 0.8683 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 85 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 86: 19.11722755432129. +Interpolating between 18 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 0.2260 0.8906 0.8470 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2288 0.8906 0.8486 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2351 0.8926 0.8518 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2393 0.8926 0.8518 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2370 0.8926 0.8518 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2307 0.8945 0.8541 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2261 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2277 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 86 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 87: 18.719186782836914. +Interpolating between 18 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 0.2381 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2341 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2346 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2333 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2300 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2279 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2301 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 87 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 88: 18.76138687133789. +Interpolating between 18 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 0.2210 0.9141 0.8791 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2242 0.9160 0.8835 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2284 0.9102 0.8757 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2309 0.9141 0.8817 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2300 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2270 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2251 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2284 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 88 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 89: 18.64971160888672. +Interpolating between 18 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 0.2357 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2325 0.9023 0.8649 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2340 0.8965 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2360 0.8906 0.8486 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2346 0.8945 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2299 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2264 0.9043 0.8627 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2284 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 89 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 90: 18.670574188232422. +Interpolating between 18 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 0.2213 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2223 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2289 0.9082 0.8726 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2348 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2345 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2289 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2243 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2266 0.9082 0.8683 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 90 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 91: 18.885744094848633. +Interpolating between 18 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 0.2261 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2312 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2387 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2430 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2409 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2337 0.8965 0.8540 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2284 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2296 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 91 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 92: 20.3270263671875. +Interpolating between 18 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 0.2292 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2381 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2579 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2694 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2601 0.9062 0.8703 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2426 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2299 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2284 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 92 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 93: 19.25735092163086. +Interpolating between 18 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 0.2341 0.9004 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2413 0.9043 0.8612 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2509 0.8965 0.8490 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2590 0.8945 0.8457 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2528 0.8984 0.8523 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2425 0.9023 0.8588 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2350 0.9062 0.8644 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2336 0.9102 0.8701 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 93 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 94: 20.895448684692383. +Interpolating between 18 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 0.2518 0.8965 0.8446 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2756 0.8867 0.8274 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3304 0.8574 0.7697 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3852 0.7988 0.6171 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3362 0.8926 0.8348 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2599 0.9102 0.8722 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2267 0.9082 0.8698 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2222 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 94 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 95: 18.998931884765625. +Interpolating between 18 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 0.2372 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2340 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2348 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2360 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2349 0.9043 0.8635 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2314 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2280 0.9082 0.8683 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2297 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 95 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 96: 19.068899154663086. +Interpolating between 18 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 0.2515 0.8945 0.8457 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2541 0.8965 0.8490 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2636 0.9004 0.8555 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2665 0.8984 0.8523 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2565 0.9023 0.8588 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2464 0.9062 0.8644 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2391 0.9062 0.8644 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2365 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 96 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 97: 19.402456283569336. +Interpolating between 18 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 0.2289 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2337 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2437 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2491 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2449 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2357 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2295 0.9082 0.8683 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2301 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 97 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 98: 18.658069610595703. +Interpolating between 18 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 0.2343 0.9023 0.8588 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2294 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2333 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2374 0.8984 0.8617 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2353 0.8945 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2292 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2251 0.9082 0.8698 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2274 0.9102 0.8708 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 98 +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.pt +Encountered Error: connectivity/bert_ft_qqp-18 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-18.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 18 and 99: 20.688047409057617. +Interpolating between 18 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 0.2317 0.8945 0.8439 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2453 0.8965 0.8464 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2748 0.8984 0.8480 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2949 0.8984 0.8506 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2779 0.8965 0.8515 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2482 0.8984 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2299 0.8984 0.8539 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2274 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2383 0.9062 0.8636 +Completed interpolation from 18 to 99 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Euclidean distance between 19 and 20: 19.32210350036621. +Interpolating between 19 and 20 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2654 0.9062 0.8689 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2518 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2508 0.9004 0.8618 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2561 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2594 0.8984 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2545 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2445 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2374 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2365 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 20 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-21 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-21.pt +Euclidean distance between 19 and 21: 18.909154891967773. +Interpolating between 19 and 21 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2474 0.8965 0.8540 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2457 0.8887 0.8430 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2485 0.8906 0.8462 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2538 0.8965 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2569 0.8984 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2559 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2497 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2426 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2392 0.8984 0.8556 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 21 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-22 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-22.pt +Euclidean distance between 19 and 22: 21.083057403564453. +Interpolating between 19 and 22 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2539 0.9004 0.8595 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2427 0.8984 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2684 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3306 0.8867 0.8371 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3998 0.8828 0.8256 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3809 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2892 0.9121 0.8794 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2363 0.9082 0.8733 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2268 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 22 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-23 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-23.pt +Euclidean distance between 19 and 23: 20.71084213256836. +Interpolating between 19 and 23 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2490 0.8906 0.8427 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2372 0.8887 0.8412 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2521 0.8887 0.8438 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2878 0.8887 0.8438 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3087 0.8848 0.8418 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2872 0.8906 0.8495 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2523 0.8926 0.8509 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2319 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2292 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 23 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-24 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-24.pt +Euclidean distance between 19 and 24: 18.75974464416504. +Interpolating between 19 and 24 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2474 0.8984 0.8514 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2469 0.9023 0.8580 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2476 0.8984 0.8523 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2477 0.8984 0.8531 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2472 0.9023 0.8588 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2458 0.9004 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2422 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2388 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2381 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 24 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-25 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-25.pt +Euclidean distance between 19 and 25: 18.909990310668945. +Interpolating between 19 and 25 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8887 0.8394 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2513 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2543 0.8945 0.8466 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2572 0.8984 0.8531 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2617 0.8984 0.8531 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2640 0.8984 0.8531 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2576 0.9023 0.8588 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2487 0.9062 0.8644 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2425 0.9062 0.8636 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 25 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-26 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-26.pt +Euclidean distance between 19 and 26: 18.910091400146484. +Interpolating between 19 and 26 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2612 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2457 0.8965 0.8507 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2408 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2436 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2460 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2434 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2370 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2325 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2336 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 26 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Euclidean distance between 19 and 27: 18.74338150024414. +Interpolating between 19 and 27 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2464 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2353 0.8984 0.8539 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2310 0.9004 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2316 0.8984 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2334 0.9004 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2329 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2304 0.9082 0.8705 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2293 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2325 0.9004 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 27 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Euclidean distance between 19 and 28: 19.039045333862305. +Interpolating between 19 and 28 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2694 0.8926 0.8476 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2613 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2572 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2557 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2545 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2506 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2446 0.8945 0.8500 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2399 0.8945 0.8492 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2380 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 28 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Euclidean distance between 19 and 29: 18.985383987426758. +Interpolating between 19 and 29 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2440 0.9023 0.8580 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2438 0.9004 0.8563 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2476 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2538 0.9023 0.8596 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2575 0.9043 0.8620 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2544 0.9043 0.8620 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2470 0.9062 0.8644 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2402 0.9062 0.8644 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2379 0.9082 0.8669 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 29 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Euclidean distance between 19 and 30: 18.849212646484375. +Interpolating between 19 and 30 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2470 0.9004 0.8579 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2396 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2372 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2380 0.9082 0.8719 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2395 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2393 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2371 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2352 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2361 0.9004 0.8587 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 30 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-31.pt +Euclidean distance between 19 and 31: 21.029905319213867. +Interpolating between 19 and 31 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2596 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2438 0.8906 0.8409 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2630 0.8887 0.8376 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3217 0.8789 0.8218 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4028 0.8828 0.8343 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4076 0.8730 0.8379 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3082 0.8926 0.8601 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2413 0.9062 0.8730 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2258 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 31 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-32.pt +Euclidean distance between 19 and 32: 18.80668067932129. +Interpolating between 19 and 32 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2372 0.8984 0.8564 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2324 0.8984 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2325 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2350 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2377 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2376 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2348 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2329 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2344 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 32 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-33.pt +Euclidean distance between 19 and 33: 20.978530883789062. +Interpolating between 19 and 33 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2509 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2394 0.8926 0.8451 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2637 0.8906 0.8462 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3151 0.8906 0.8534 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3515 0.8828 0.8500 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3210 0.8867 0.8543 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2652 0.9082 0.8773 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2335 0.9004 0.8633 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2287 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 33 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Euclidean distance between 19 and 34: 18.972564697265625. +Interpolating between 19 and 34 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2400 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2376 0.9004 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2395 0.9004 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2437 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2475 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2484 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2455 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2393 0.9004 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 34 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Euclidean distance between 19 and 35: 19.090208053588867. +Interpolating between 19 and 35 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2331 0.8984 0.8556 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2310 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2325 0.8984 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2362 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2400 0.8984 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2408 0.8926 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2375 0.8965 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2338 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2340 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 35 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Euclidean distance between 19 and 36: 18.778955459594727. +Interpolating between 19 and 36 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2594 0.8984 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2531 0.8906 0.8462 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2495 0.8926 0.8485 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2482 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2479 0.8965 0.8540 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2471 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2445 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2405 0.8965 0.8532 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2387 0.9004 0.8587 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 36 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Euclidean distance between 19 and 37: 19.38007164001465. +Interpolating between 19 and 37 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.8887 0.8367 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2436 0.8887 0.8376 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2451 0.8906 0.8418 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2502 0.8906 0.8427 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2536 0.8945 0.8500 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2517 0.8965 0.8524 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2454 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2390 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2371 0.9043 0.8620 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 37 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Euclidean distance between 19 and 38: 18.950761795043945. +Interpolating between 19 and 38 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2649 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2515 0.9062 0.8659 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2460 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2437 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2428 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2410 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2383 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2360 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2362 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 38 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Euclidean distance between 19 and 39: 18.991558074951172. +Interpolating between 19 and 39 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2538 0.8945 0.8439 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2457 0.8984 0.8506 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2431 0.9023 0.8580 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2432 0.9062 0.8652 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2438 0.9062 0.8652 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2416 0.9043 0.8635 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2379 0.9043 0.8635 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2353 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2363 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 39 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Euclidean distance between 19 and 40: 19.707717895507812. +Interpolating between 19 and 40 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2313 0.8984 0.8539 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2308 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2395 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2530 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2589 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2538 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2441 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2354 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 40 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Euclidean distance between 19 and 41: 19.010448455810547. +Interpolating between 19 and 41 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2456 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2407 0.8984 0.8539 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2409 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2458 0.8984 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2499 0.9062 0.8667 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2488 0.9082 0.8691 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2432 0.9082 0.8683 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2384 0.9062 0.8652 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2372 0.9082 0.8676 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 41 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Euclidean distance between 19 and 42: 18.708389282226562. +Interpolating between 19 and 42 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2590 0.8926 0.8406 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2507 0.8926 0.8424 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2467 0.8906 0.8418 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2454 0.8965 0.8524 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2443 0.8965 0.8515 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2418 0.9004 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2380 0.9004 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2353 0.8984 0.8547 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2357 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 42 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Euclidean distance between 19 and 43: 18.617454528808594. +Interpolating between 19 and 43 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.9004 0.8522 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2376 0.9023 0.8555 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2317 0.9062 0.8621 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2290 0.8984 0.8539 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2284 0.9004 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2289 0.9023 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2298 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2306 0.9004 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2337 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 43 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 19 and 44: 18.703916549682617. +Interpolating between 19 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2499 0.8945 0.8457 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2429 0.8984 0.8539 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 0.9004 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2389 0.8984 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2399 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2395 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2369 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2348 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2356 0.9043 0.8627 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 44 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 19 and 45: 18.91730308532715. +Interpolating between 19 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2382 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2311 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2290 0.9082 0.8712 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2299 0.9062 0.8689 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2331 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2336 0.9082 0.8733 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2314 0.9082 0.8726 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2293 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2321 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 45 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 19 and 46: 18.772586822509766. +Interpolating between 19 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2789 0.8848 0.8338 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2676 0.8867 0.8371 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2608 0.8906 0.8427 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2571 0.9004 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2545 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2518 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2480 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2433 0.8984 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2403 0.8965 0.8524 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 46 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 19 and 47: 20.13410758972168. +Interpolating between 19 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2346 0.9023 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2286 0.8965 0.8490 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2363 0.8945 0.8466 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2516 0.8945 0.8492 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2609 0.9004 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2551 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2432 0.8984 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2352 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2346 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 47 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 19 and 48: 18.69976806640625. +Interpolating between 19 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2559 0.8965 0.8524 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2487 0.8906 0.8436 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2453 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2451 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2462 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2448 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2405 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2360 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2357 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 48 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 19 and 49: 18.530385971069336. +Interpolating between 19 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.8906 0.8427 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2489 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2435 0.9004 0.8595 +[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 0.2396 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2373 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2349 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2335 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2349 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 49 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 19 and 50: 18.97148323059082. +Interpolating between 19 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2477 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2427 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2407 0.8906 0.8462 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2410 0.8887 0.8430 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2422 0.8906 0.8462 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2421 0.8945 0.8508 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2398 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2369 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2367 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 50 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 19 and 51: 18.70532989501953. +Interpolating between 19 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2367 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2319 0.9023 0.8596 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2303 0.9004 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2314 0.9043 0.8635 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2334 0.9062 0.8674 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2345 0.9082 0.8698 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2337 0.9062 0.8667 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2328 0.9062 0.8667 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2348 0.9043 0.8627 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 51 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 19 and 52: 18.71449089050293. +Interpolating between 19 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2360 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2342 0.8984 0.8547 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2354 0.9043 0.8643 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2371 0.8965 0.8540 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2374 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2360 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2348 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2360 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 52 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 19 and 53: 21.02124786376953. +Interpolating between 19 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2587 0.8906 0.8418 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2470 0.8867 0.8371 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2695 0.8867 0.8352 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3282 0.8789 0.8166 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3904 0.8672 0.7888 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3544 0.8926 0.8397 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2745 0.9141 0.8798 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2313 0.9082 0.8719 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2257 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 53 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 19 and 54: 19.036401748657227. +Interpolating between 19 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2343 0.9062 0.8674 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2340 0.9043 0.8650 +[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 0.2432 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2467 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2456 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2406 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2358 0.9004 0.8579 +[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 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 54 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-55.pt +Euclidean distance between 19 and 55: 18.777084350585938. +Interpolating between 19 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 0.2386 0.9004 0.8555 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2383 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2399 0.8945 0.8492 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2415 0.8965 0.8524 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2408 0.9023 0.8611 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2372 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2339 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2345 0.9082 0.8683 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 55 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 56: 19.222063064575195. +Interpolating between 19 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 0.2564 0.8965 0.8490 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2554 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2597 0.8984 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2625 0.8945 0.8508 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2581 0.8965 0.8540 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2488 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2400 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2374 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 56 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 57: 19.16482162475586. +Interpolating between 19 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 0.2249 0.9004 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2298 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2384 0.8965 0.8524 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2443 0.8965 0.8515 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2422 0.9023 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2361 0.8984 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2327 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2343 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 57 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 58: 19.214157104492188. +Interpolating between 19 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 0.2630 0.8965 0.8507 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2627 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2670 0.8965 0.8507 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2713 0.8965 0.8499 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2683 0.8965 0.8507 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2576 0.8984 0.8531 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2470 0.8984 0.8531 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2414 0.9043 0.8620 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 58 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 59: 19.002349853515625. +Interpolating between 19 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 0.2382 0.9062 0.8659 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2369 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2391 0.9062 0.8674 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2422 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2427 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2399 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2367 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2364 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 59 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 60: 19.44260597229004. +Interpolating between 19 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 0.2240 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2325 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2440 0.8926 0.8468 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2520 0.8906 0.8453 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2505 0.8965 0.8524 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2430 0.9023 0.8596 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2370 0.9023 0.8596 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2360 0.9043 0.8620 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 60 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 61: 21.113012313842773. +Interpolating between 19 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 0.2471 0.8926 0.8424 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2743 0.8926 0.8442 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3387 0.8867 0.8343 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4059 0.8887 0.8376 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3803 0.8906 0.8534 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2891 0.9004 0.8668 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2354 0.9043 0.8686 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2270 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 61 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 62: 18.57050895690918. +Interpolating between 19 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 0.2334 0.8984 0.8539 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2291 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2289 0.9102 0.8729 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2305 0.9082 0.8705 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2316 0.9121 0.8774 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2310 0.9082 0.8712 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2310 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2340 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 62 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 63: 21.049135208129883. +Interpolating between 19 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 0.2363 0.8887 0.8430 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2724 0.8965 0.8540 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3469 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4070 0.8906 0.8557 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3486 0.8926 0.8586 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2697 0.9004 0.8647 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2335 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2284 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 63 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 64: 19.403749465942383. +Interpolating between 19 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 0.2330 0.8984 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2375 0.8926 0.8493 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2472 0.8906 0.8478 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2543 0.8867 0.8432 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2518 0.8887 0.8455 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2435 0.8926 0.8493 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2354 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 64 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 65: 19.165569305419922. +Interpolating between 19 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 0.2549 0.8887 0.8385 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2506 0.8887 0.8394 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2516 0.8965 0.8524 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2525 0.8926 0.8485 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2498 0.8906 0.8462 +[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 0.2378 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2363 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 65 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 66: 18.9443302154541. +Interpolating between 19 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 0.2482 0.8984 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2467 0.8945 0.8541 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.8965 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2469 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2449 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2408 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2375 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2370 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 66 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 67: 18.806936264038086. +Interpolating between 19 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 0.2295 0.8906 0.8436 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2312 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2350 0.8984 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2376 0.9023 0.8611 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2373 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2345 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2324 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2343 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 67 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 68: 21.113147735595703. +Interpolating between 19 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 0.2429 0.8906 0.8444 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2684 0.8926 0.8459 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3340 0.8828 0.8286 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4207 0.8789 0.8176 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4202 0.8984 0.8506 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3193 0.9102 0.8722 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2250 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 68 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 69: 21.040939331054688. +Interpolating between 19 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 0.2404 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2647 0.8926 0.8459 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3288 0.8965 0.8515 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4005 0.8945 0.8492 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3858 0.8965 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2937 0.9004 0.8689 +[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 0.2254 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 69 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 70: 20.67238426208496. +Interpolating between 19 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 0.2355 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2495 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2777 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2882 0.8945 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2670 0.8984 0.8624 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2441 0.9023 0.8663 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2312 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2314 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 70 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 71: 18.636316299438477. +Interpolating between 19 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 0.2448 0.8965 0.8507 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2422 0.8965 0.8515 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2425 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2425 0.8965 0.8540 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2409 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2375 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2351 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2358 0.9043 0.8627 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 71 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 72: 19.14266586303711. +Interpolating between 19 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 0.2543 0.8887 0.8367 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2514 0.8965 0.8499 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2548 0.9004 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2570 0.9004 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2528 0.8984 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2454 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2394 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2378 0.9043 0.8627 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 72 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 73: 18.832481384277344. +Interpolating between 19 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 0.2325 0.9062 0.8652 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2302 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2324 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2359 0.9062 0.8674 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2372 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2352 0.9102 0.8722 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2331 0.9023 0.8596 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2346 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 73 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 74: 18.816179275512695. +Interpolating between 19 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 0.2436 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2411 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2413 0.8984 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2430 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2442 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2426 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2393 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2383 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 74 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 75: 18.715599060058594. +Interpolating between 19 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 0.2433 0.9043 0.8620 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2385 0.9062 0.8652 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2366 0.9102 0.8715 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2367 0.9121 0.8747 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2357 0.9121 0.8747 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2345 0.9082 0.8683 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2337 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2353 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 75 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 76: 19.639984130859375. +Interpolating between 19 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 0.2332 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2341 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2408 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2446 0.9082 0.8733 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2408 0.9121 0.8794 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2331 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2291 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2318 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 76 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 77: 19.164810180664062. +Interpolating between 19 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 0.2271 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2317 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2381 0.8965 0.8532 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2426 0.8965 0.8532 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2419 0.9004 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2377 0.8984 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2337 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2343 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 77 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 78: 21.02666664123535. +Interpolating between 19 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 0.2409 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2631 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3104 0.8984 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3476 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3198 0.9062 0.8723 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2623 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2315 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2281 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 78 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 79: 18.635622024536133. +Interpolating between 19 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 0.2313 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2321 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2335 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2350 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2350 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2335 0.9004 0.8610 +[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 0.2343 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 79 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 80: 18.8909912109375. +Interpolating between 19 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 0.2320 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2340 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2380 0.9023 0.8611 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2403 0.9004 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2397 0.9062 0.8674 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2374 0.9102 0.8722 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2358 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2366 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 80 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 81: 18.5906925201416. +Interpolating between 19 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 0.2338 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2316 0.9121 0.8767 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2318 0.9141 0.8791 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2332 0.9102 0.8743 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2337 0.9121 0.8767 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2321 0.9102 0.8729 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2310 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2334 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 81 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 82: 20.763771057128906. +Interpolating between 19 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 0.8965 0.8532 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2437 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2796 0.8926 0.8518 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3013 0.8848 0.8460 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2839 0.8906 0.8534 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2521 0.8965 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2350 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2321 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 82 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 83: 18.89498519897461. +Interpolating between 19 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 0.2273 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2277 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2306 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2336 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2340 0.9004 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2322 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2313 0.9062 0.8667 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2338 0.9062 0.8652 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 83 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 84: 19.55672264099121. +Interpolating between 19 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 0.2326 0.8965 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2403 0.8945 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2524 0.8984 0.8624 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2603 0.8945 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2570 0.8984 0.8617 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2464 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2366 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2347 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 84 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 85: 18.74581527709961. +Interpolating between 19 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 0.2502 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2489 0.8945 0.8492 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2480 0.8926 0.8476 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2468 0.8965 0.8532 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2438 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2396 0.9043 0.8627 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.9043 0.8627 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2365 0.9043 0.8620 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 85 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 86: 19.33518409729004. +Interpolating between 19 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 0.2274 0.8887 0.8438 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2307 0.8867 0.8415 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2377 0.8926 0.8509 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2438 0.8926 0.8518 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2428 0.8945 0.8541 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2368 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2322 0.8945 0.8525 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2325 0.8984 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 86 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 87: 18.912796020507812. +Interpolating between 19 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 0.2415 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2399 0.9023 0.8619 +[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 0.2423 0.8965 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2417 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2385 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2355 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2355 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 87 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 88: 18.687694549560547. +Interpolating between 19 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 0.2196 0.9082 0.8698 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2209 0.9121 0.8753 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2243 0.9160 0.8809 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2280 0.9180 0.8846 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2297 0.9141 0.8791 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2289 0.9102 0.8729 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2283 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2315 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 88 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 89: 18.571683883666992. +Interpolating between 19 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 0.2399 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2373 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2365 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2358 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2349 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2335 0.9004 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2331 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2353 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 89 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 90: 18.81719970703125. +Interpolating between 19 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 0.2252 0.9062 0.8674 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2253 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2282 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2316 0.9082 0.8726 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2331 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2324 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2323 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2348 0.8984 0.8556 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 90 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 91: 18.941852569580078. +Interpolating between 19 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 0.2260 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2295 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2350 0.9043 0.8665 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2404 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2406 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2373 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2345 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2356 0.8984 0.8556 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 91 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 92: 20.472225189208984. +Interpolating between 19 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 0.2294 0.8945 0.8508 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2401 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2659 0.9004 0.8633 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2844 0.8926 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2762 0.8906 0.8511 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2524 0.8945 0.8533 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2366 0.8965 0.8540 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2333 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 92 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 93: 19.433361053466797. +Interpolating between 19 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 0.2359 0.9023 0.8580 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2447 0.9004 0.8563 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2541 0.9043 0.8627 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2586 0.9023 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2550 0.9043 0.8612 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2466 0.9062 0.8644 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2397 0.9062 0.8644 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2379 0.9062 0.8644 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 93 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 94: 20.963741302490234. +Interpolating between 19 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 0.2482 0.8926 0.8406 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2715 0.8906 0.8382 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3291 0.8809 0.8222 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3889 0.8770 0.8163 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3742 0.8945 0.8516 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2906 0.9082 0.8733 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2362 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2267 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 94 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 95: 19.074296951293945. +Interpolating between 19 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 0.2404 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2377 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2381 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2402 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2406 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2382 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2354 0.8984 0.8564 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2355 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 95 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 96: 19.113637924194336. +Interpolating between 19 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 0.2511 0.8965 0.8490 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2498 0.8965 0.8499 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2538 0.8965 0.8507 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2596 0.8984 0.8539 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2577 0.9023 0.8596 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2501 0.9023 0.8596 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2430 0.9004 0.8563 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2396 0.9043 0.8620 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 96 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 97: 19.583953857421875. +Interpolating between 19 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 0.2307 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2361 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2551 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2523 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2444 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2377 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2368 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 97 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 98: 18.745548248291016. +Interpolating between 19 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 0.2397 0.9004 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2327 0.9043 0.8612 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2322 0.9062 0.8659 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2340 0.9043 0.8643 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2345 0.9062 0.8667 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2327 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2318 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2342 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 98 +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.pt +Encountered Error: connectivity/bert_ft_qqp-19 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-19.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 19 and 99: 20.811269760131836. +Interpolating between 19 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 0.2289 0.8887 0.8376 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2457 0.8965 0.8507 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2870 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3220 0.8945 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2987 0.8965 0.8602 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2582 0.8945 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2342 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2306 0.9004 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2408 0.8984 0.8539 +Completed interpolation from 19 to 99 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-21 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-21.pt +Euclidean distance between 20 and 21: 19.354005813598633. +Interpolating between 20 and 21 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2474 0.8965 0.8540 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2435 0.8984 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2451 0.8984 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2515 0.8965 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2607 0.8867 0.8482 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2658 0.8867 0.8482 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2626 0.8887 0.8504 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2541 0.9004 0.8633 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2523 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 21 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-22 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-22.pt +Euclidean distance between 20 and 22: 20.621362686157227. +Interpolating between 20 and 22 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2539 0.9004 0.8595 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2432 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2505 0.8965 0.8540 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2724 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2980 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3020 0.8984 0.8624 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2727 0.9043 0.8714 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2449 0.9082 0.8753 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2436 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 22 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-23 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-23.pt +Euclidean distance between 20 and 23: 20.12663459777832. +Interpolating between 20 and 23 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2490 0.8906 0.8427 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2371 0.8867 0.8380 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2425 0.8984 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2604 0.9023 0.8656 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2772 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2748 0.9004 0.8647 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2591 0.9023 0.8663 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2473 0.9082 0.8726 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2488 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 23 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-24 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-24.pt +Euclidean distance between 20 and 24: 19.409841537475586. +Interpolating between 20 and 24 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2474 0.8984 0.8514 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2414 0.9023 0.8580 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2417 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2482 0.8945 0.8516 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2585 0.8965 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2648 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2615 0.8965 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2536 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2526 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 24 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-25 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-25.pt +Euclidean distance between 20 and 25: 19.202436447143555. +Interpolating between 20 and 25 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8887 0.8394 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2478 0.8926 0.8451 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2477 0.8945 0.8500 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2503 0.8945 0.8533 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2563 0.8887 0.8480 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2604 0.8965 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2591 0.9004 0.8633 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2542 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2538 0.9023 0.8641 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 25 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-26 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-26.pt +Euclidean distance between 20 and 26: 19.101016998291016. +Interpolating between 20 and 26 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2612 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2487 0.9023 0.8596 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.8965 0.8540 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2492 0.8926 0.8501 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2554 0.8926 0.8509 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2572 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2534 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2502 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2534 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 26 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Euclidean distance between 20 and 27: 19.359121322631836. +Interpolating between 20 and 27 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2464 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2380 0.9004 0.8563 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2376 0.8965 0.8515 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2461 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2581 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2632 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2575 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2496 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2509 0.9004 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 27 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Euclidean distance between 20 and 28: 19.084003448486328. +Interpolating between 20 and 28 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2694 0.8926 0.8476 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2611 0.8887 0.8438 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2587 0.8867 0.8424 +[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 0.2677 0.8965 0.8609 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2683 0.8926 0.8549 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2618 0.8887 0.8480 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2547 0.8965 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2550 0.9004 0.8618 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 28 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Euclidean distance between 20 and 29: 19.03989601135254. +Interpolating between 20 and 29 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2440 0.9023 0.8580 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2408 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2450 0.8945 0.8525 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2531 0.8945 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2614 0.8984 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2638 0.8965 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2584 0.8984 0.8602 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2512 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2531 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 29 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Euclidean distance between 20 and 30: 19.41868019104004. +Interpolating between 20 and 30 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2470 0.9004 0.8579 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2431 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2441 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2506 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2597 0.8965 0.8540 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2640 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2593 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2546 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2556 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 30 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-31.pt +Euclidean distance between 20 and 31: 20.65593147277832. +Interpolating between 20 and 31 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2596 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2480 0.8867 0.8352 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2552 0.8828 0.8286 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2824 0.8730 0.8105 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3209 0.8730 0.8105 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3339 0.8945 0.8516 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2947 0.9023 0.8698 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2524 0.8984 0.8639 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2443 0.9004 0.8633 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 31 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-32.pt +Euclidean distance between 20 and 32: 19.042530059814453. +Interpolating between 20 and 32 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2372 0.8984 0.8564 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2335 0.8965 0.8540 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2342 0.8945 0.8533 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2380 0.8965 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2441 0.8965 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2486 0.8965 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2489 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2481 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2524 0.9004 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 32 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-33.pt +Euclidean distance between 20 and 33: 20.423368453979492. +Interpolating between 20 and 33 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2509 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2388 0.8926 0.8451 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2469 0.8945 0.8500 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2685 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2869 0.9023 0.8705 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2833 0.8965 0.8645 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2611 0.9004 0.8668 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2467 0.9043 0.8707 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2481 0.9043 0.8679 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 33 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Euclidean distance between 20 and 34: 18.991050720214844. +Interpolating between 20 and 34 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2400 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2376 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2399 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2460 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2532 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2575 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2574 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2549 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2567 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 34 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Euclidean distance between 20 and 35: 19.007545471191406. +Interpolating between 20 and 35 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2331 0.8984 0.8556 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2330 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2360 0.8926 0.8485 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2415 0.8926 0.8501 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2481 0.8926 0.8509 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2531 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2536 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2522 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2553 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 35 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Euclidean distance between 20 and 36: 19.18161392211914. +Interpolating between 20 and 36 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2594 0.8984 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2545 0.8926 0.8501 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2546 0.8945 0.8533 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2592 0.8926 0.8501 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2654 0.8945 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2679 0.8945 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2648 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2587 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2569 0.9062 0.8696 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 36 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Euclidean distance between 20 and 37: 19.063533782958984. +Interpolating between 20 and 37 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.8887 0.8367 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2446 0.8887 0.8376 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2471 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2542 0.8906 0.8453 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2614 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2628 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2588 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2548 0.9023 0.8641 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2561 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 37 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Euclidean distance between 20 and 38: 19.30060386657715. +Interpolating between 20 and 38 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2649 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2532 0.9062 0.8659 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2504 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2526 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2588 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2636 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2615 0.8926 0.8518 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2568 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2562 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 38 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Euclidean distance between 20 and 39: 18.975446701049805. +Interpolating between 20 and 39 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2538 0.8945 0.8439 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2459 0.8965 0.8481 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2439 0.9043 0.8627 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2466 0.9043 0.8643 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2515 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2535 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2508 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2486 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2523 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 39 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Euclidean distance between 20 and 40: 19.116954803466797. +Interpolating between 20 and 40 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2313 0.8984 0.8539 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2307 0.8926 0.8468 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2369 0.8926 0.8476 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2474 0.8945 0.8516 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2560 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2574 0.8945 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2544 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2521 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2553 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 40 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Euclidean distance between 20 and 41: 18.920198440551758. +Interpolating between 20 and 41 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2456 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2405 0.8984 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2424 0.8984 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2491 0.9023 0.8670 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2555 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2571 0.9043 0.8693 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2532 0.9062 0.8710 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2494 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2533 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 41 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Euclidean distance between 20 and 42: 19.2685546875. +Interpolating between 20 and 42 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2590 0.8926 0.8406 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2534 0.8867 0.8343 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2534 0.8887 0.8394 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2587 0.8867 0.8389 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2658 0.8926 0.8485 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2695 0.8887 0.8438 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2653 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2572 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2555 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 42 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Euclidean distance between 20 and 43: 19.11344337463379. +Interpolating between 20 and 43 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.9004 0.8522 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2412 0.9043 0.8588 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2400 0.9023 0.8580 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2432 0.8965 0.8524 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2492 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2543 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2551 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2529 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2542 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 43 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 20 and 44: 19.243865966796875. +Interpolating between 20 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2499 0.8945 0.8457 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2457 0.8926 0.8442 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.8965 0.8515 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2501 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2586 0.8945 0.8508 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2642 0.8926 0.8476 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2603 0.8965 0.8540 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2531 0.8984 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2537 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 44 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 20 and 45: 18.92095184326172. +Interpolating between 20 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2382 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2324 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2325 0.9023 0.8634 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2374 0.8945 0.8533 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2439 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2490 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2489 0.9023 0.8656 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2483 0.9043 0.8672 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2524 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 45 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 20 and 46: 19.386947631835938. +Interpolating between 20 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2789 0.8848 0.8338 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2705 0.8848 0.8338 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2681 0.8867 0.8380 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2712 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2769 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2811 0.8926 0.8518 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2760 0.8945 0.8541 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2659 0.8965 0.8564 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2610 0.9004 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 46 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 20 and 47: 19.507293701171875. +Interpolating between 20 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2346 0.9023 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2288 0.8965 0.8507 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2358 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2545 0.8945 0.8516 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2731 0.8887 0.8472 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2753 0.8945 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2635 0.8945 0.8548 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2526 0.8945 0.8548 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2524 0.9004 0.8618 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 47 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 20 and 48: 19.33462905883789. +Interpolating between 20 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2559 0.8965 0.8524 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2479 0.8965 0.8532 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2470 0.8945 0.8525 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2553 0.8945 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2672 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2710 0.8945 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2632 0.8984 0.8602 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2532 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2517 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 48 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 20 and 49: 19.228307723999023. +Interpolating between 20 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.8906 0.8427 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2544 0.8887 0.8412 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2550 0.8926 0.8476 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2587 0.8906 0.8444 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2649 0.8828 0.8343 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2689 0.8848 0.8375 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2659 0.8887 0.8430 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2586 0.8965 0.8532 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2559 0.9004 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 49 +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-20 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-20.pt +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 20 and 50: 19.245532989501953. +Interpolating between 20 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2477 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2452 0.8926 0.8468 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2460 0.8906 0.8444 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2509 0.8906 0.8453 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2596 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2666 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2676 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2613 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2587 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2654 0.9062 0.8689 +Completed interpolation from 20 to 50 +Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@15000steps/interpol_qqp_validation6.pkl!