Sun May 15 15:27:09 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 33C P8 25W / 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 .A08ZW9MHOC16VSOYNKWF, for loading in git data Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .P99Y4RZEKISAHVEXAPBB, 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 14 and 20: 21.125118255615234. Interpolating between 14 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3046 0.8945 0.8483 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2734 0.8945 0.8492 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2575 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2531 0.9023 0.8634 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2539 0.8926 0.8501 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2534 0.8906 0.8478 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2517 0.8926 0.8501 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2525 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2583 0.8906 0.8444 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 20 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .DF0IHXY40VEJQBBUGQLW, 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 14 and 21: 21.14373207092285. Interpolating between 14 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2625 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2552 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2554 0.9062 0.8681 [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 0.2605 0.9004 0.8625 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2612 0.9004 0.8633 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2579 0.8965 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2549 0.8965 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2580 0.8926 0.8476 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 21 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .WFHLU1O47YQPHXSF5AN8, 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 14 and 22: 23.598066329956055. Interpolating between 14 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2524 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2218 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2263 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2682 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3268 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3351 0.8965 0.8630 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2719 0.8965 0.8638 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2301 0.8984 0.8639 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2373 0.8926 0.8509 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 22 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .ZH6MKIV7DRFCXOL5NPMD, 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 14 and 23: 22.96857261657715. Interpolating between 14 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2479 0.8926 0.8468 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2206 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2148 0.9062 0.8703 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2250 0.9062 0.8717 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2373 0.9062 0.8730 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2387 0.9004 0.8654 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2333 0.8984 0.8624 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2352 0.8984 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2471 0.8887 0.8430 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 23 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .9L5381KJTT2NDBHGZINB, 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 14 and 24: 21.236709594726562. Interpolating between 14 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2749 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2633 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2593 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2607 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2637 0.8906 0.8470 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2634 0.8906 0.8470 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2612 0.8906 0.8462 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2589 0.8906 0.8462 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2608 0.8906 0.8444 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 24 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .UPDDO6MTEANEQQT8RFAV, 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 14 and 25: 20.988933563232422. Interpolating between 14 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2720 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2669 0.8965 0.8507 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2652 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2647 0.8945 0.8492 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2660 0.9043 0.8650 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2650 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2616 0.9043 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2596 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2618 0.8945 0.8500 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 25 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .WAL857PQ6CCCI5HDDJ0A, 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 14 and 26: 20.985368728637695. Interpolating between 14 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9160 0.8768 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2483 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2407 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2414 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2458 0.8945 0.8516 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2480 0.8887 0.8430 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2474 0.8887 0.8430 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2487 0.8887 0.8438 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2556 0.8906 0.8444 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 26 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .FN42AWPRF3RZ8VAM8L8R, 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 14 and 27: 21.286827087402344. Interpolating between 14 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2438 0.9141 0.8757 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2288 0.9082 0.8691 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2239 0.9082 0.8691 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2279 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2362 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2424 0.8926 0.8493 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2447 0.8906 0.8462 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2473 0.8926 0.8476 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2548 0.8926 0.8468 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 27 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .LMCHJM6FDBUWZ5BTEEFO, 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 14 and 28: 20.76552391052246. Interpolating between 14 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9004 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2678 0.9004 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2599 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2579 0.8945 0.8525 [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 0.2576 0.8926 0.8501 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2556 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2548 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2595 0.8887 0.8403 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 28 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .OLCZL5S06IROHIXPGL69, 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 14 and 29: 20.764623641967773. Interpolating between 14 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2713 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2594 0.8906 0.8436 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2554 0.8887 0.8421 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2562 0.8926 0.8493 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2586 0.8926 0.8493 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2592 0.8906 0.8470 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2583 0.8906 0.8470 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2581 0.8906 0.8453 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2619 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 29 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .JO2HGQINLWK5OR2QP24S, 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 14 and 30: 21.30670738220215. Interpolating between 14 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2532 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2478 0.9043 0.8612 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2479 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2508 0.8926 0.8451 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2524 0.8906 0.8436 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2519 0.8906 0.8436 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2533 0.8887 0.8403 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2590 0.8887 0.8403 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 30 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .AQYGBBOZ15BQEL9HK1RK, 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 14 and 31: 23.62110710144043. Interpolating between 14 and 31 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2659 0.8965 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2350 0.9004 0.8595 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2434 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2930 0.8828 0.8276 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3633 0.8828 0.8315 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3841 0.8750 0.8439 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3102 0.8730 0.8426 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2451 0.8906 0.8549 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2405 0.8965 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 31 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .E8XW7RV6VHZ2YWGDD5NS, 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 14 and 32: 20.776996612548828. Interpolating between 14 and 32 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2812 0.8984 0.8506 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2647 0.8965 0.8499 [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 0.2532 0.8926 0.8459 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2536 0.8926 0.8468 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2542 0.8906 0.8436 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2542 0.8926 0.8468 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2555 0.8926 0.8468 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2599 0.8926 0.8459 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 32 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .6BQZ697DG1KILQXTOT0U, 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 14 and 33: 23.400997161865234. Interpolating between 14 and 33 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2714 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2301 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2241 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2483 0.9004 0.8654 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2780 0.8887 0.8550 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2770 0.8887 0.8557 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2528 0.8867 0.8505 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2408 0.8887 0.8488 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2484 0.8926 0.8501 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 33 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .9KSKJLPCQN4AWOHBH3Z7, 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 14 and 34: 20.92020606994629. Interpolating between 14 and 34 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2622 0.9180 0.8827 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2564 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2553 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2578 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2620 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2648 0.8965 0.8540 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2642 0.8906 0.8453 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2626 0.8945 0.8500 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2638 0.8906 0.8427 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 34 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .MCIHH11SOOX9G3IPG0CL, 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 14 and 35: 20.836380004882812. Interpolating between 14 and 35 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2862 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2714 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2619 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2569 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2557 0.8945 0.8516 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2561 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2561 0.8965 0.8532 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2572 0.8887 0.8421 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2610 0.8926 0.8459 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 35 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .KVMBF58K2HMKBTLT3GP3, 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 14 and 36: 20.894569396972656. Interpolating between 14 and 36 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2970 0.8965 0.8499 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2844 0.8926 0.8459 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2769 0.8906 0.8453 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2746 0.8906 0.8444 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2762 0.8926 0.8476 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2774 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2753 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2707 0.8906 0.8444 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2688 0.8887 0.8394 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 36 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .5FNO0TN4OKYW3USS3TES, 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 14 and 37: 21.1346378326416. Interpolating between 14 and 37 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2830 0.8906 0.8372 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2611 0.8945 0.8448 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2498 0.9023 0.8580 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2469 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2488 0.8965 0.8532 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2515 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2513 0.8926 0.8493 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2531 0.8906 0.8453 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2587 0.8926 0.8459 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 37 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .QMZMWPUS9LCVX3P5TOPK, 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 14 and 38: 21.06369972229004. Interpolating between 14 and 38 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2546 0.9160 0.8796 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2452 0.9102 0.8715 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2417 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2428 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2469 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2516 0.8945 0.8516 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2540 0.8945 0.8516 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2557 0.8887 0.8421 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2606 0.8926 0.8459 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 38 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .GJAXV8MCHFGBZD6P188R, 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 14 and 39: 20.798521041870117. Interpolating between 14 and 39 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2795 0.8984 0.8497 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2647 0.9043 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2557 0.9043 0.8604 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2529 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2535 0.8887 0.8438 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2536 0.8906 0.8470 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2531 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2547 0.8926 0.8476 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2594 0.8887 0.8403 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 39 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .VDUXBHR00IBE2H3XTYYN, 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 14 and 40: 21.670581817626953. Interpolating between 14 and 40 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2701 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2478 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2401 0.9004 0.8595 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2440 0.8984 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2521 0.8906 0.8470 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2557 0.8926 0.8509 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2539 0.8906 0.8462 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2531 0.8887 0.8430 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2575 0.8887 0.8412 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 40 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .J5TSOTYY4F1QWB0M8YEN, 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 14 and 41: 20.763864517211914. Interpolating between 14 and 41 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2966 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2739 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2626 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2594 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2600 0.8984 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2600 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2585 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2578 0.8945 0.8508 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2613 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 41 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .KNPLQ26U5IMIO808IRI8, 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 14 and 42: 21.191783905029297. Interpolating between 14 and 42 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2737 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2646 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2618 0.8906 0.8453 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2630 0.8906 0.8462 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2661 0.8887 0.8447 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2662 0.8867 0.8415 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2625 0.8867 0.8407 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2591 0.8887 0.8421 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2604 0.8887 0.8412 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 42 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .O0MAMMA2INUB6Z10GC8N, 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 14 and 43: 20.955490112304688. Interpolating between 14 and 43 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2766 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2597 0.8965 0.8455 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2501 0.8984 0.8506 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2471 0.8984 0.8514 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2489 0.8926 0.8451 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2516 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2522 0.8965 0.8524 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2529 0.8887 0.8403 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2574 0.8867 0.8371 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 43 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .KZPHSITJA6GV4Y2TTDS4, 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 14 and 44: 21.04265785217285. Interpolating between 14 and 44 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2800 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2608 0.8926 0.8451 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2493 0.8945 0.8483 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2451 0.8926 0.8468 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2454 0.8906 0.8436 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2474 0.8848 0.8366 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2491 0.8887 0.8421 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2510 0.8867 0.8389 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2570 0.8887 0.8403 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 44 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .ML0S7ASOMEVVIF7XSVYX, 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 14 and 45: 20.878034591674805. Interpolating between 14 and 45 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2428 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2342 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2313 0.9121 0.8753 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2335 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2384 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2428 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2453 0.9004 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2488 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2563 0.8945 0.8500 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 45 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .LXWSGHRQSMBBWTSSV5L6, 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 14 and 46: 21.272836685180664. Interpolating between 14 and 46 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2870 0.9023 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2755 0.9004 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2711 0.8965 0.8507 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2716 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2748 0.8945 0.8500 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2767 0.8965 0.8532 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2741 0.8945 0.8508 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2694 0.8926 0.8476 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2677 0.8887 0.8403 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 46 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .0QV39G93LLUY9J31PH1H, 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 14 and 47: 22.21502685546875. Interpolating between 14 and 47 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2629 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2421 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2353 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2400 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2473 0.9043 0.8686 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2486 0.8984 0.8617 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2456 0.8945 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2454 0.8945 0.8533 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2530 0.8906 0.8444 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 47 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .CXPZL0VWNO5U07YCOIM2, 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 14 and 48: 21.26670265197754. Interpolating between 14 and 48 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2577 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2411 0.9082 0.8669 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2343 0.9043 0.8620 [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 0.2432 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2467 0.8887 0.8464 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2467 0.8887 0.8455 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2481 0.8926 0.8501 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2552 0.8906 0.8453 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 48 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .3V4Q2DHHZ79JEOFTUC8U, 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 14 and 49: 21.101654052734375. Interpolating between 14 and 49 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2913 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2764 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2676 0.8965 0.8515 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2638 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2623 0.8926 0.8485 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2629 0.8906 0.8462 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2622 0.8906 0.8453 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2602 0.8887 0.8421 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2615 0.8906 0.8436 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 49 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .DPHTE5HB3FVXDVWA42F3, 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 14 and 50: 21.02213478088379. Interpolating between 14 and 50 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9062 0.8644 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2566 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2535 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2569 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2621 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2654 0.8945 0.8492 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2656 0.8945 0.8483 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2644 0.8887 0.8403 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2649 0.8906 0.8427 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 50 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .Q7WGW2S5YAV1LFJ9BS0I, 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 14 and 51: 21.140670776367188. Interpolating between 14 and 51 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2638 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2547 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2516 0.8945 0.8508 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2529 0.8926 0.8476 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2550 0.8926 0.8485 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2540 0.8906 0.8444 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2540 0.8887 0.8412 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2584 0.8887 0.8403 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 51 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .QVDRZ0V18L8KHUMSO6FC, 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 14 and 52: 21.181304931640625. Interpolating between 14 and 52 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9082 0.8676 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2671 0.9141 0.8771 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2587 0.9102 0.8722 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2564 0.9062 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2569 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2565 0.8945 0.8508 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2561 0.8926 0.8476 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2567 0.8887 0.8412 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2608 0.8887 0.8412 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 52 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .PWXC341SIWEFKH4TKIF8, 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 14 and 53: 23.562028884887695. Interpolating between 14 and 53 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2775 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2395 0.8965 0.8481 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2409 0.8984 0.8514 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2808 0.8926 0.8415 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3293 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3221 0.8926 0.8586 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2652 0.8906 0.8557 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2337 0.8906 0.8519 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2409 0.8906 0.8478 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 53 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .MNR6VZRL82RXLU87WVBZ, 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 14 and 54: 20.83348274230957. Interpolating between 14 and 54 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2941 0.9023 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2767 0.8984 0.8506 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2677 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2640 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2637 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2628 0.8945 0.8516 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2594 0.8926 0.8501 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2585 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2615 0.8906 0.8427 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 54 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .VOERBQITXSJHPWMXWUVC, 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 14 and 55: 20.952409744262695. Interpolating between 14 and 55 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2886 0.9043 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2742 0.8965 0.8473 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2650 0.8965 0.8481 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2610 0.9004 0.8555 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2610 0.8965 0.8515 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2614 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2607 0.8945 0.8483 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2597 0.8945 0.8492 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2620 0.8906 0.8427 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 55 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .3SGZW30QP4BXAJW300U0, 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 14 and 56: 21.056283950805664. Interpolating between 14 and 56 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2670 0.9082 0.8646 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2469 0.9043 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2395 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2407 0.9062 0.8674 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2456 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2509 0.8965 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2534 0.8965 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2558 0.8926 0.8493 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2604 0.8906 0.8444 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 56 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .Y9XUB06FYPR3ERCXL55L, 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 14 and 57: 21.368852615356445. Interpolating between 14 and 57 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2973 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2742 0.8945 0.8457 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2626 0.8906 0.8409 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2600 0.8887 0.8376 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2621 0.8887 0.8403 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2640 0.8906 0.8444 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2639 0.8887 0.8430 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2634 0.8887 0.8421 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2648 0.8906 0.8436 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 57 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .6NRPUTV9ML2VO6DMNHU5, 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 14 and 58: 20.977981567382812. Interpolating between 14 and 58 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2655 0.8984 0.8564 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2614 0.8926 0.8493 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2612 0.8965 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2614 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2605 0.9023 0.8641 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2581 0.9023 0.8641 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2575 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2608 0.8887 0.8403 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 58 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .R04PLK4SF9JVE3JPTRIE, 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 14 and 59: 21.08900260925293. Interpolating between 14 and 59 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2769 0.9023 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2630 0.9023 0.8580 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2570 0.8945 0.8483 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2583 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2630 0.8926 0.8501 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2655 0.8945 0.8516 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2630 0.8945 0.8516 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2599 0.8926 0.8485 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2613 0.8887 0.8412 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 59 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .JG4NJZJKP1R9V42E578C, 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 14 and 60: 21.178831100463867. Interpolating between 14 and 60 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2734 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2555 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2474 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2469 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2494 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2515 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2519 0.8926 0.8485 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2535 0.8887 0.8421 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2591 0.8887 0.8403 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 60 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .THSAJB326F6GBVOFGP2W, 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 14 and 61: 23.680742263793945. Interpolating between 14 and 61 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2878 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2435 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2424 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2883 0.9102 0.8736 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3539 0.8945 0.8629 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3659 0.8418 0.8138 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2965 0.8750 0.8454 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2411 0.8887 0.8512 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2410 0.8906 0.8495 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 61 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .90ZXEWO9X8POKF18WN15, 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 14 and 62: 21.201221466064453. Interpolating between 14 and 62 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2706 0.9082 0.8661 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2541 0.9121 0.8732 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2479 0.9082 0.8691 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2490 0.9004 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2533 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2562 0.8945 0.8525 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2558 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2540 0.8945 0.8508 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2573 0.8926 0.8468 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 62 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .825DI4T96NU9ZZV7XQ1S, 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 14 and 63: 23.39926528930664. Interpolating between 14 and 63 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2593 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2199 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2199 0.9043 0.8665 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2522 0.9082 0.8747 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2898 0.9023 0.8718 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2812 0.8926 0.8608 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2483 0.8906 0.8557 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2359 0.8867 0.8457 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2454 0.8926 0.8501 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 63 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .KCZUEWZT6QTOHC277TIE, 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 14 and 64: 21.22148323059082. Interpolating between 14 and 64 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3001 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2699 0.8945 0.8466 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2523 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2463 0.8926 0.8476 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2474 0.8926 0.8485 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2482 0.8906 0.8470 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2477 0.8926 0.8501 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2491 0.8906 0.8478 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2563 0.8926 0.8485 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 64 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .UVFRAV0V2B80MFLF0RDT, 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 14 and 65: 21.145038604736328. Interpolating between 14 and 65 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2821 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2635 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2561 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2570 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2613 0.8945 0.8533 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2640 0.8926 0.8501 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2631 0.8906 0.8470 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2617 0.8945 0.8525 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2625 0.8945 0.8508 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 65 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .1QFIALWMR13STXZQ2LUF, 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 14 and 66: 20.872709274291992. Interpolating between 14 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3006 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2867 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2780 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2732 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2713 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2706 0.9004 0.8595 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2690 0.8945 0.8500 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2670 0.8926 0.8476 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2665 0.8906 0.8418 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 66 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .VUOGNLNPY2ZVFJYHOK25, 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 14 and 67: 20.962181091308594. Interpolating between 14 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2699 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2545 0.9043 0.8620 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2481 0.8984 0.8531 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2479 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2503 0.8945 0.8500 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2516 0.8906 0.8444 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2523 0.8887 0.8421 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2543 0.8926 0.8468 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2593 0.8906 0.8427 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 67 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .PS517CJ47ASCNTNMYMBS, 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 14 and 68: 23.627582550048828. Interpolating between 14 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8516 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2337 0.8945 0.8508 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2352 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2716 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3249 0.8809 0.8262 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3351 0.8965 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2787 0.8906 0.8542 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2301 0.8945 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2347 0.8887 0.8447 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 68 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .5GB433HK35X0D2Z06RJ6, 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 14 and 69: 23.631328582763672. Interpolating between 14 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2354 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2177 0.9082 0.8683 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2373 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2992 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3804 0.9043 0.8686 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3883 0.8789 0.8480 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3016 0.8828 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2398 0.8926 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2384 0.8926 0.8509 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 69 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .DCN5U0PY37CD37N8CIVO, 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 14 and 70: 22.97210693359375. Interpolating between 14 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2674 0.8984 0.8514 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2347 0.8906 0.8409 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2288 0.8848 0.8366 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2445 0.8965 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2610 0.8926 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2576 0.8906 0.8549 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2445 0.8965 0.8609 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2403 0.8965 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2488 0.8926 0.8493 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 70 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .GI6A90YGF4L6YAX6JB83, 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 14 and 71: 20.86018943786621. Interpolating between 14 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2952 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2782 0.9023 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2685 0.8945 0.8457 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2648 0.8867 0.8371 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2634 0.8848 0.8347 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2622 0.8848 0.8357 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2599 0.8809 0.8301 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2582 0.8867 0.8380 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2604 0.8887 0.8403 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 71 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .8C5MFK8GL8DBPDE17FS8, 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 14 and 72: 20.879873275756836. Interpolating between 14 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3119 0.8867 0.8352 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2830 0.8887 0.8394 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2675 0.8906 0.8436 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2619 0.8926 0.8485 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2617 0.8945 0.8516 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2616 0.8926 0.8493 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2607 0.8906 0.8462 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2607 0.8906 0.8453 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2634 0.8926 0.8459 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 72 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .NR8GWC187JAVIV4APHI9, 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 14 and 73: 20.72683334350586. Interpolating between 14 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2635 0.9043 0.8604 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2552 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2514 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2516 0.8906 0.8462 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2536 0.8906 0.8470 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2547 0.8848 0.8375 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2541 0.8828 0.8352 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2543 0.8906 0.8444 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2584 0.8926 0.8451 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 73 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .EW188KCRSNZTOCRIDRJH, 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 14 and 74: 21.111703872680664. Interpolating between 14 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2692 0.9043 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2606 0.9043 0.8604 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2594 0.9062 0.8636 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2646 0.8945 0.8492 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2719 0.8945 0.8500 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2774 0.8887 0.8412 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2773 0.8887 0.8412 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2725 0.8906 0.8444 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2694 0.8926 0.8451 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 74 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .4MGPNJTPFE7QCFZ4GI1G, 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 14 and 75: 21.131914138793945. Interpolating between 14 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2836 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2719 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2649 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2630 0.8926 0.8468 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2638 0.8926 0.8476 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2648 0.8867 0.8380 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2632 0.8867 0.8371 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2605 0.8906 0.8427 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2618 0.8926 0.8451 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 75 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .3A8K4DW23L6PU8N0PUMZ, 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 14 and 76: 21.683076858520508. Interpolating between 14 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2427 0.9121 0.8703 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2232 0.9121 0.8718 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2172 0.9102 0.8708 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2231 0.9121 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2322 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2370 0.9023 0.8656 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2377 0.9023 0.8656 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2412 0.8906 0.8470 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2514 0.8926 0.8476 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 76 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .9PI9JQDVY0EUNIEN7K21, 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 14 and 77: 20.87871551513672. Interpolating between 14 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2759 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2563 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2466 0.8965 0.8532 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2449 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2473 0.9023 0.8641 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2489 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2491 0.8965 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2514 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2574 0.8906 0.8436 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 77 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .7KLKM3AGYSI65DGH9XL7, 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 14 and 78: 23.463655471801758. Interpolating between 14 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2432 0.8984 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2165 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2212 0.9082 0.8747 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2581 0.9082 0.8786 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3024 0.8926 0.8635 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3016 0.8828 0.8529 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2629 0.8926 0.8615 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2393 0.8965 0.8609 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2441 0.8965 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 78 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .NETYCGY4N3UMQWIIEU6O, 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 14 and 79: 20.94310188293457. Interpolating between 14 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2651 0.9043 0.8620 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2561 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2538 0.9004 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2556 0.8965 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2589 0.8926 0.8493 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2606 0.8926 0.8501 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2593 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2579 0.8945 0.8508 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2604 0.8887 0.8412 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 79 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .T0M0FRJATM1EPYGNBBOF, 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 14 and 80: 20.965124130249023. Interpolating between 14 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2495 0.9121 0.8747 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2385 0.9141 0.8785 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2338 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2352 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2391 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2427 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2455 0.8984 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2489 0.8945 0.8525 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2560 0.8926 0.8468 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 80 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .7DQ73EDGT4QS4OJLESDF, 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 14 and 81: 21.007753372192383. Interpolating between 14 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9141 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2552 0.9102 0.8678 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2498 0.9043 0.8604 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2493 0.8945 0.8483 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2521 0.8945 0.8500 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2546 0.8945 0.8500 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2556 0.8906 0.8462 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2566 0.8906 0.8444 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2603 0.8906 0.8436 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 81 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .AJ99G5J8NRVN160XWB3I, 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 14 and 82: 23.074573516845703. Interpolating between 14 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2423 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2143 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2129 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2287 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2462 0.8926 0.8541 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2502 0.8926 0.8541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2466 0.8965 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2464 0.8965 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2537 0.8926 0.8485 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 82 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .8YANZLLCFVK8GJPUR0BK, 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 14 and 83: 20.716278076171875. Interpolating between 14 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2504 0.9102 0.8708 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2403 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2356 0.8965 0.8548 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2354 0.8984 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2375 0.8945 0.8525 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2394 0.8965 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2409 0.8906 0.8462 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2445 0.8906 0.8453 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2536 0.8906 0.8418 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 83 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .KKY20O3KSPMEVV9PICWW, 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 14 and 84: 21.2813720703125. Interpolating between 14 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2696 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2523 0.9062 0.8689 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2449 0.9043 0.8672 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2454 0.9023 0.8649 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2493 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2515 0.9023 0.8649 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2527 0.8984 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2543 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2594 0.8926 0.8468 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 84 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .IBZAF0HBCMN1VRNJ9JG6, 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 14 and 85: 20.948091506958008. Interpolating between 14 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2815 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2714 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2664 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2655 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2660 0.8984 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2655 0.8926 0.8493 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2629 0.8906 0.8453 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2601 0.8926 0.8468 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2612 0.8926 0.8468 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 85 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .KURWAXSK4YXUJR3JNC2I, 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 14 and 86: 21.665504455566406. Interpolating between 14 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2732 0.8945 0.8439 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2540 0.8906 0.8418 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2433 0.8906 0.8427 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2431 0.8906 0.8436 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2490 0.8906 0.8453 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2516 0.8887 0.8421 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2491 0.8848 0.8366 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2484 0.8867 0.8389 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2547 0.8887 0.8412 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 86 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .J89PE8HH8BC0C2P6PAC7, 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 14 and 87: 20.91814422607422. Interpolating between 14 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2961 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2821 0.8906 0.8409 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2750 0.8867 0.8380 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2722 0.8906 0.8436 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2717 0.8945 0.8492 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2715 0.8926 0.8459 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2693 0.8926 0.8459 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2662 0.8867 0.8380 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2656 0.8906 0.8427 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 87 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .SZUQQ8TUM5JH82PU03PJ, 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 14 and 88: 21.204015731811523. Interpolating between 14 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2471 0.9121 0.8732 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2399 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2390 0.9082 0.8691 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2434 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2498 0.8926 0.8485 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2532 0.8926 0.8485 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2529 0.8906 0.8453 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2525 0.8926 0.8468 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2567 0.8887 0.8412 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 88 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .7JB512ZECJAZRK54DD8C, 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 14 and 89: 21.140827178955078. Interpolating between 14 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2589 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2569 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2573 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2590 0.8965 0.8532 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2600 0.8965 0.8532 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2587 0.8906 0.8444 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2573 0.8906 0.8444 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2602 0.8887 0.8403 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 89 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .0DW66P0K1HFFLER3HJNS, 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 14 and 90: 20.81987953186035. Interpolating between 14 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2579 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2458 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2428 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2455 0.8965 0.8548 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2502 0.8926 0.8485 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2530 0.8906 0.8462 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2539 0.8906 0.8462 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2551 0.8887 0.8421 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2600 0.8887 0.8394 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 90 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .HET62M626T75OCGS6TYI, 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 14 and 91: 20.670238494873047. Interpolating between 14 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2538 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2432 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2400 0.8984 0.8564 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2400 0.8984 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2426 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2433 0.8965 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2432 0.8945 0.8525 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2460 0.8906 0.8444 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2545 0.8906 0.8427 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 91 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .EPAOSZD91DIMGB4TH4YP, 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 14 and 92: 22.543210983276367. Interpolating between 14 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2691 0.8867 0.8314 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2365 0.8867 0.8343 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2267 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2329 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2432 0.9043 0.8672 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2462 0.9082 0.8747 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2445 0.8945 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2452 0.8926 0.8493 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2531 0.8926 0.8476 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 92 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .GFTUE0FEX8F83QXN7LZ7, 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 14 and 93: 21.33592414855957. Interpolating between 14 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2733 0.9004 0.8530 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2573 0.8984 0.8514 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2517 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2553 0.8945 0.8492 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2610 0.8848 0.8384 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2614 0.8906 0.8486 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2573 0.8867 0.8424 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2554 0.8867 0.8407 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2594 0.8867 0.8371 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 93 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .NHIODIY1X601IO6HH51Y, 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 14 and 94: 23.542631149291992. Interpolating between 14 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2789 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2394 0.8965 0.8499 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2394 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2780 0.8926 0.8415 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3286 0.8945 0.8483 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3344 0.8906 0.8549 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2786 0.8828 0.8469 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2372 0.8926 0.8549 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2416 0.8945 0.8541 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 94 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .K22SMFNH0N2X3S9E03ST, 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 14 and 95: 20.840045928955078. Interpolating between 14 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2649 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2560 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2507 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2481 0.8965 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2485 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2505 0.8984 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2518 0.8984 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2540 0.8945 0.8516 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2592 0.8906 0.8436 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 95 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .3KO0AMY6SURM7QEXBRJD, 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 14 and 96: 20.90055274963379. Interpolating between 14 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2803 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2667 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2627 0.9082 0.8698 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2653 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2689 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2698 0.9004 0.8625 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2664 0.8984 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2634 0.8945 0.8525 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2646 0.8945 0.8500 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 96 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .A3O1S2J15J83PV053ECZ, 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 14 and 97: 21.42171287536621. Interpolating between 14 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2618 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2451 0.8906 0.8436 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2390 0.9004 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2403 0.8965 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2448 0.8926 0.8518 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2474 0.8945 0.8541 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2469 0.8906 0.8486 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2489 0.8906 0.8470 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2561 0.8906 0.8444 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 97 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .N0MJH4SJ8KPNXPH3OVXI, 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 14 and 98: 21.14454460144043. Interpolating between 14 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2600 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2462 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2404 0.8906 0.8444 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2421 0.8867 0.8407 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2471 0.8906 0.8478 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2496 0.8906 0.8486 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2487 0.8945 0.8533 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2490 0.8906 0.8470 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2550 0.8926 0.8468 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 98 Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Encountered Error: connectivity/bert_ft_qqp-14 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-14.pt Creating .PFD7LSERUTQU100IEOYI, 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 14 and 99: 23.047136306762695. Interpolating between 14 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2396 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2171 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2170 0.9004 0.8587 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2366 0.8906 0.8453 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2553 0.8984 0.8602 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2542 0.9023 0.8670 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2432 0.8984 0.8602 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2405 0.8887 0.8447 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2502 0.8887 0.8430 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2697 0.8906 0.8418 Completed interpolation from 14 to 99 Creating .TRBLZFE1AAOGIIXS8KBR, for loading in git data Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Creating .0KGBOPJNVGRXM7A22L23, for loading in git data Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Euclidean distance between 15 and 16: 21.7770938873291. Interpolating between 15 and 16 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2570 0.8984 0.8523 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2480 0.9062 0.8667 [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 0.2536 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2543 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2506 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2477 0.9004 0.8610 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2501 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2590 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 16 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Creating .OVQVVC3VHHM5M6NROEBI, 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 Euclidean distance between 15 and 17: 23.833852767944336. Interpolating between 15 and 17 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2627 0.8984 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2304 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2445 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3099 0.8945 0.8466 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3909 0.8965 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3673 0.8516 0.8241 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2811 0.8750 0.8439 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2370 0.9023 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2401 0.9043 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 17 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Creating .HCRLTTXJ5IENWE4L4EE8, 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 Euclidean distance between 15 and 18: 20.93802833557129. Interpolating between 15 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2660 0.9082 0.8653 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2434 0.9102 0.8686 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2323 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2303 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2320 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2347 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2375 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2437 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2561 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 18 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Creating .U8XSYMOV0NNQE52U3C17, 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 15 and 19: 20.99336051940918. Interpolating between 15 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2413 0.9160 0.8789 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2365 0.9199 0.8852 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2366 0.9141 0.8771 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2393 0.9141 0.8785 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2426 0.9062 0.8681 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2456 0.9062 0.8681 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2496 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2557 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2638 0.8965 0.8515 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 19 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 20: 21.436668395996094. Interpolating between 15 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3046 0.8945 0.8483 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2839 0.8945 0.8492 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2767 0.8984 0.8564 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2783 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2782 0.8965 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2720 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2662 0.8984 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2643 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2667 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 20 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 21: 21.123109817504883. Interpolating between 15 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2625 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2712 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2929 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3100 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3090 0.9023 0.8626 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2983 0.9043 0.8650 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2865 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2757 0.9004 0.8595 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2719 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 21 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 22: 23.87081527709961. Interpolating between 15 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2524 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2231 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2396 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3107 0.8906 0.8363 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3847 0.8887 0.8376 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3236 0.8984 0.8639 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2427 0.9023 0.8691 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2274 0.9062 0.8730 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2414 0.9004 0.8618 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 22 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 23: 23.33966636657715. Interpolating between 15 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2479 0.8926 0.8468 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2203 0.9023 0.8626 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2208 0.9062 0.8710 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2408 0.9102 0.8783 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2517 0.9043 0.8714 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2418 0.9004 0.8661 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2336 0.9043 0.8693 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2353 0.9023 0.8656 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2484 0.9043 0.8665 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 23 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 24: 21.05303382873535. Interpolating between 15 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2749 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2719 0.9121 0.8739 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2732 0.9082 0.8691 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2768 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2795 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2771 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2710 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2668 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2686 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 24 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 25: 21.076692581176758. Interpolating between 15 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2720 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2818 0.8984 0.8514 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.3013 0.9062 0.8644 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3323 0.9082 0.8676 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3465 0.9043 0.8635 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3222 0.9062 0.8674 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2964 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2813 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2752 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 25 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 26: 21.090665817260742. Interpolating between 15 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9160 0.8768 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2476 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2396 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2391 0.9004 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2406 0.9102 0.8736 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2421 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2447 0.9043 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2512 0.9023 0.8626 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2613 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 26 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 27: 21.308006286621094. Interpolating between 15 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2438 0.9141 0.8757 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2277 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2233 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2274 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2336 0.9023 0.8656 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2388 0.9004 0.8633 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2434 0.9004 0.8625 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2492 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2591 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 27 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 28: 21.101364135742188. Interpolating between 15 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9004 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2809 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2838 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2832 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2775 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2696 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2645 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2640 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2677 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 28 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 29: 21.03544044494629. Interpolating between 15 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2713 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2693 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2731 0.8926 0.8451 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2774 0.8965 0.8507 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2754 0.8906 0.8418 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2701 0.8926 0.8459 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2660 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2648 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2678 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 29 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 30: 21.282331466674805. Interpolating between 15 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2464 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2378 0.9062 0.8652 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2362 0.9062 0.8674 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2376 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2390 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2414 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2465 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2573 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 30 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 31: 23.829702377319336. Interpolating between 15 and 31 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2659 0.8965 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2327 0.8984 0.8564 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2492 0.8984 0.8564 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3254 0.8984 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4238 0.8535 0.8235 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4072 0.7988 0.7766 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2921 0.8691 0.8378 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2335 0.9043 0.8740 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2358 0.9062 0.8717 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 31 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 32: 20.743160247802734. Interpolating between 15 and 32 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2812 0.8984 0.8506 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2684 0.8945 0.8466 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2618 0.8926 0.8442 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2590 0.8887 0.8385 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2572 0.8828 0.8315 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2548 0.8867 0.8371 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2551 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2586 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2659 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 32 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 33: 23.730140686035156. Interpolating between 15 and 33 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2714 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2302 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2330 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2754 0.8945 0.8601 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3043 0.8809 0.8471 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2752 0.8848 0.8506 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2448 0.8945 0.8608 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2377 0.9043 0.8700 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2491 0.8965 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 33 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 34: 20.91769027709961. Interpolating between 15 and 34 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2622 0.9180 0.8827 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2487 0.9121 0.8732 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2412 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2381 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2376 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2385 0.9062 0.8681 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2412 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2473 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2580 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 34 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 35: 20.858572006225586. Interpolating between 15 and 35 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2862 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2717 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2609 0.8965 0.8515 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2531 0.8926 0.8468 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2485 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2458 0.8945 0.8516 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2470 0.8965 0.8540 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2513 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2609 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 35 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 36: 20.83135223388672. Interpolating between 15 and 36 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2970 0.8965 0.8499 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2764 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2619 0.8926 0.8476 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2537 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2488 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2469 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2475 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2516 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2611 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 36 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 37: 21.512592315673828. Interpolating between 15 and 37 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2830 0.8906 0.8372 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2586 0.8965 0.8481 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2514 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2513 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2504 0.9043 0.8643 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2469 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2466 0.9043 0.8658 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2517 0.8945 0.8500 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2613 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 37 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 38: 20.751068115234375. Interpolating between 15 and 38 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2546 0.9160 0.8796 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2469 0.9121 0.8739 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2442 0.9141 0.8771 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2444 0.9082 0.8698 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2448 0.9062 0.8681 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2468 0.9062 0.8681 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2497 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2552 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2643 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 38 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 39: 20.98453712463379. Interpolating between 15 and 39 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2795 0.8984 0.8497 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2746 0.8984 0.8506 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2743 0.8984 0.8514 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2747 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2693 0.8945 0.8492 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2611 0.8926 0.8468 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2553 0.8945 0.8500 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2564 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2631 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 39 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 40: 21.829832077026367. Interpolating between 15 and 40 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2701 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2480 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2401 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2394 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2404 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2407 0.8965 0.8548 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2422 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2484 0.8984 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2581 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 40 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 41: 21.003149032592773. Interpolating between 15 and 41 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2966 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2856 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2820 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2786 0.9082 0.8698 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2723 0.9102 0.8715 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2659 0.9043 0.8635 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2598 0.9082 0.8698 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2603 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2654 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 41 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 42: 20.949020385742188. Interpolating between 15 and 42 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2737 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2673 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2649 0.8965 0.8532 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2626 0.8945 0.8516 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2601 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2580 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2576 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2595 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2659 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 42 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 43: 20.776641845703125. Interpolating between 15 and 43 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2766 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2576 0.8965 0.8455 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2469 0.8984 0.8497 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2420 0.9043 0.8612 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2413 0.9062 0.8644 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2423 0.9043 0.8627 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2452 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2514 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2609 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 43 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 44: 21.074504852294922. Interpolating between 15 and 44 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2800 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2564 0.8965 0.8515 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2446 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2407 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2406 0.9023 0.8626 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2411 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2427 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2484 0.9062 0.8681 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2594 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 44 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 45: 20.879125595092773. Interpolating between 15 and 45 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2428 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2278 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2218 0.9121 0.8760 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2218 0.9102 0.8743 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2241 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2273 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2344 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2435 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2569 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 45 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 46: 20.833059310913086. Interpolating between 15 and 46 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2870 0.9023 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2656 0.9004 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2511 0.9043 0.8620 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2440 0.9062 0.8659 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2416 0.9062 0.8667 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2428 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2460 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2520 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2615 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 46 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 47: 22.629085540771484. Interpolating between 15 and 47 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2629 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2488 0.8945 0.8492 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2476 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2577 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2648 0.9043 0.8693 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2560 0.9023 0.8670 [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 0.2486 0.9043 0.8672 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2568 0.9043 0.8643 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 47 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 48: 21.195138931274414. Interpolating between 15 and 48 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2577 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2479 0.9062 0.8652 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2468 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2532 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2593 0.9121 0.8774 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2611 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2614 0.9043 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2614 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2654 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 48 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 49: 20.7741756439209. Interpolating between 15 and 49 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2913 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2753 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2647 0.9062 0.8652 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2584 0.9062 0.8659 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2550 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2533 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2538 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2567 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2635 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 49 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 50: 20.6563663482666. Interpolating between 15 and 50 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9062 0.8644 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2506 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2424 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2385 0.9043 0.8635 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2377 0.9062 0.8667 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2396 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2430 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2493 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2601 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 50 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 51: 21.000225067138672. Interpolating between 15 and 51 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2631 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2543 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2505 0.9043 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2487 0.9023 0.8626 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2480 0.8984 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2487 0.8984 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2533 0.8984 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2620 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 51 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 52: 21.0474853515625. Interpolating between 15 and 52 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9082 0.8676 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2623 0.9121 0.8732 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2496 0.9141 0.8764 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2433 0.9082 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2421 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2421 0.9082 0.8698 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2446 0.9062 0.8667 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2502 0.9102 0.8722 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2607 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 52 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 53: 23.82500457763672. Interpolating between 15 and 53 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2775 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2423 0.9023 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2535 0.8945 0.8430 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3146 0.8672 0.7927 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3577 0.8730 0.8036 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2841 0.9023 0.8656 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2373 0.9043 0.8700 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2297 0.9023 0.8670 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2445 0.8965 0.8548 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 53 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 54: 20.882829666137695. Interpolating between 15 and 54 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2941 0.9023 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2806 0.9004 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2724 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2663 0.8965 0.8507 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2618 0.8945 0.8475 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2595 0.8906 0.8427 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2593 0.8926 0.8459 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2614 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2668 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 54 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 55: 20.822429656982422. Interpolating between 15 and 55 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2886 0.9043 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2688 0.9004 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2572 0.8984 0.8514 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2512 0.8965 0.8499 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2481 0.8965 0.8507 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2466 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2468 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2516 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2600 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 55 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 56: 21.388668060302734. Interpolating between 15 and 56 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2670 0.9082 0.8646 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2423 0.9043 0.8604 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2343 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2365 0.9062 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2387 0.9062 0.8681 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2385 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2403 0.9043 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2459 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2567 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 56 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 57: 21.566835403442383. Interpolating between 15 and 57 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2973 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2668 0.8965 0.8481 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2512 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2464 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2450 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2433 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2434 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2477 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2580 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 57 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 58: 21.232852935791016. Interpolating between 15 and 58 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2785 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2884 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2971 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2947 0.8965 0.8515 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2851 0.9004 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2760 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2707 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2716 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 58 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 59: 21.082672119140625. Interpolating between 15 and 59 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2769 0.9023 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2589 0.9023 0.8580 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2516 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2506 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2500 0.9023 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2484 0.9043 0.8643 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2483 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2526 0.8984 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2614 0.8945 0.8492 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 59 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 60: 21.5947208404541. Interpolating between 15 and 60 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2734 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2635 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2624 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2633 0.9004 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2619 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2575 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2540 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2547 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2623 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 60 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 61: 23.933818817138672. Interpolating between 15 and 61 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2878 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2434 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2577 0.8926 0.8424 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3431 0.8887 0.8367 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4349 0.8281 0.7684 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3661 0.8457 0.8150 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2626 0.8828 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2334 0.9023 0.8691 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2434 0.9043 0.8686 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 61 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 62: 20.994953155517578. Interpolating between 15 and 62 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2706 0.9082 0.8661 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2549 0.9121 0.8739 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2492 0.9102 0.8722 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2490 0.9062 0.8681 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2513 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2536 0.9082 0.8726 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2563 0.9082 0.8719 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2591 0.9043 0.8658 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2649 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 62 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 63: 23.756534576416016. Interpolating between 15 and 63 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2593 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2178 0.9082 0.8698 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2290 0.9004 0.8625 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2889 0.9062 0.8750 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3197 0.8926 0.8622 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2708 0.8945 0.8622 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2387 0.9023 0.8711 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2337 0.9062 0.8723 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2475 0.8965 0.8564 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 63 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 64: 21.53912925720215. Interpolating between 15 and 64 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3001 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2742 0.8906 0.8418 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2618 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2585 0.8965 0.8540 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2554 0.8984 0.8556 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2493 0.8965 0.8540 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2453 0.8965 0.8548 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2483 0.8984 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2590 0.9043 0.8643 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 64 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 65: 21.42623519897461. Interpolating between 15 and 65 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2821 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2605 0.9062 0.8652 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2523 0.8984 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2512 0.8984 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2507 0.9004 0.8618 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2483 0.9023 0.8649 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2480 0.8984 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2514 0.8984 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2599 0.8984 0.8556 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 65 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 66: 20.905366897583008. Interpolating between 15 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3006 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2794 0.9004 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2644 0.9004 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2553 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2513 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2499 0.8965 0.8540 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2510 0.8945 0.8516 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2549 0.8945 0.8508 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2628 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 66 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 67: 21.257490158081055. Interpolating between 15 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2699 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2508 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2443 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2440 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2452 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2457 0.9043 0.8665 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2469 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2516 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2607 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 67 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 68: 23.925569534301758. Interpolating between 15 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8516 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2367 0.8926 0.8476 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2463 0.8945 0.8466 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3015 0.8887 0.8367 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3653 0.8828 0.8266 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3185 0.8965 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2415 0.8984 0.8624 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2239 0.9023 0.8663 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2409 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 68 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 69: 23.878387451171875. Interpolating between 15 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2354 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2167 0.9082 0.8683 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2431 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3256 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4149 0.8750 0.8454 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3690 0.8398 0.8111 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2658 0.8848 0.8529 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2311 0.9043 0.8727 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2403 0.9004 0.8633 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 69 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 70: 23.280372619628906. Interpolating between 15 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2674 0.8984 0.8514 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2382 0.8906 0.8409 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2363 0.8887 0.8412 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2496 0.8984 0.8602 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2551 0.8945 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2469 0.8965 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2405 0.9004 0.8618 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2429 0.9023 0.8641 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2556 0.9004 0.8595 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 70 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 71: 20.80303382873535. Interpolating between 15 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2952 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2776 0.9023 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2675 0.9062 0.8629 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2619 0.9004 0.8555 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2586 0.8984 0.8539 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2565 0.8984 0.8539 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2563 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2595 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2654 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 71 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 72: 21.075380325317383. Interpolating between 15 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3119 0.8867 0.8352 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2856 0.8867 0.8352 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2716 0.8887 0.8385 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2658 0.8887 0.8394 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2620 0.8945 0.8492 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2581 0.8965 0.8524 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2572 0.8984 0.8556 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2592 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2646 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 72 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 73: 20.763479232788086. Interpolating between 15 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2635 0.9043 0.8604 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2535 0.8926 0.8451 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2482 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2461 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2450 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2447 0.8965 0.8540 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2461 0.9004 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2515 0.8984 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2606 0.8965 0.8515 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 73 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 74: 20.858970642089844. Interpolating between 15 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2692 0.9043 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2529 0.9102 0.8693 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2436 0.9082 0.8661 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2404 0.9023 0.8588 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2395 0.9023 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2411 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2445 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2509 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2610 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 74 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 75: 20.816240310668945. Interpolating between 15 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2836 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2711 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2629 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2585 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2559 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2552 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2557 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2593 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2658 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 75 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 76: 22.058748245239258. Interpolating between 15 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2427 0.9121 0.8703 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2316 0.9160 0.8782 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2329 0.9121 0.8739 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2449 0.9121 0.8767 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2474 0.9141 0.8798 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2461 0.9121 0.8774 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2472 0.9043 0.8665 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2505 0.9062 0.8689 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2589 0.9023 0.8619 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 76 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 77: 21.263044357299805. Interpolating between 15 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2759 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2701 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2719 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2753 0.8906 0.8453 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2740 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2664 0.8926 0.8485 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2603 0.8984 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2602 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2650 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 77 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 78: 23.803735733032227. Interpolating between 15 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2432 0.8984 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2170 0.9121 0.8767 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2291 0.9102 0.8763 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2814 0.8926 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3164 0.8711 0.8366 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2856 0.8809 0.8456 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2485 0.8945 0.8594 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2413 0.9023 0.8677 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2508 0.8984 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 78 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 79: 20.79607582092285. Interpolating between 15 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2651 0.9043 0.8620 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2530 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2458 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2430 0.9062 0.8674 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2425 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2429 0.9062 0.8681 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2458 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2519 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2613 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 79 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 80: 20.981197357177734. Interpolating between 15 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2495 0.9121 0.8747 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2508 0.9102 0.8715 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2595 0.9062 0.8659 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2696 0.9082 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2730 0.9062 0.8674 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2700 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2640 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2626 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2669 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 80 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 81: 20.893953323364258. Interpolating between 15 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9141 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2522 0.9141 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2455 0.9062 0.8652 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2442 0.9082 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2456 0.9062 0.8667 [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 0.2507 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2555 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2638 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 81 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 82: 23.414222717285156. Interpolating between 15 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2423 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2169 0.9102 0.8715 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2220 0.9082 0.8705 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2448 0.8984 0.8602 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2620 0.8926 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2538 0.9004 0.8668 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2440 0.9004 0.8647 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2431 0.9062 0.8710 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2541 0.9023 0.8634 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 82 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 83: 20.817670822143555. Interpolating between 15 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2504 0.9102 0.8708 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2492 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2508 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2533 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2551 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2555 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2560 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2589 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2659 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 83 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 84: 21.679956436157227. Interpolating between 15 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2696 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2580 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2566 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2609 0.9023 0.8626 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2620 0.8984 0.8564 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2565 0.8984 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2508 0.9004 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2515 0.9004 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2594 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 84 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 85: 20.836406707763672. Interpolating between 15 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2815 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2688 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2612 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2573 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2549 0.8965 0.8532 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2530 0.8945 0.8500 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2535 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2567 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2635 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 85 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 86: 21.848281860351562. Interpolating between 15 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2732 0.8945 0.8439 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2488 0.8945 0.8483 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2351 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2337 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2372 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2395 0.9023 0.8649 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2425 0.8965 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2484 0.8965 0.8548 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2592 0.8984 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 86 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 87: 20.922054290771484. Interpolating between 15 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2961 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2764 0.8926 0.8424 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2652 0.8926 0.8451 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2600 0.8926 0.8468 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2569 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2549 0.8926 0.8485 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2549 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2578 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2647 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 87 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 88: 21.146291732788086. Interpolating between 15 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2471 0.9121 0.8732 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2426 0.9121 0.8747 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2444 0.9102 0.8722 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2488 0.9082 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2534 0.9043 0.8643 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2571 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2588 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2616 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2666 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 88 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 89: 20.873598098754883. Interpolating between 15 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2543 0.8984 0.8556 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2487 0.8965 0.8540 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2459 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2444 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2444 0.9023 0.8634 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2455 0.9082 0.8705 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2508 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2609 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 89 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 90: 20.86049461364746. Interpolating between 15 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2579 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2442 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2389 0.9062 0.8681 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2379 0.9043 0.8665 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2378 0.9043 0.8658 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2378 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2402 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2462 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2581 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 90 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 91: 20.910215377807617. Interpolating between 15 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2538 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2524 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2544 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2557 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2577 0.9062 0.8674 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2573 0.9102 0.8736 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2572 0.9082 0.8698 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2601 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2657 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 91 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 92: 22.914125442504883. Interpolating between 15 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2691 0.8867 0.8314 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2415 0.8848 0.8309 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2406 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2569 0.9004 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2634 0.9023 0.8649 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2566 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2481 0.9023 0.8641 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2473 0.9023 0.8634 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2562 0.9023 0.8611 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 92 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 93: 21.64002227783203. Interpolating between 15 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2733 0.9004 0.8530 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2707 0.9004 0.8530 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2787 0.8965 0.8490 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2900 0.8945 0.8466 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2866 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2741 0.8965 0.8524 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2638 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2605 0.8965 0.8540 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2647 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 93 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 94: 23.794448852539062. Interpolating between 15 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2789 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2404 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2469 0.9004 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3004 0.8945 0.8466 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3447 0.8945 0.8586 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3029 0.8809 0.8479 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2511 0.8906 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2328 0.9062 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2450 0.8945 0.8533 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 94 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 95: 20.884727478027344. Interpolating between 15 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2649 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2576 0.9062 0.8681 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2545 0.9023 0.8619 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2515 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2481 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2457 0.8984 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2464 0.9004 0.8595 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2518 0.8984 0.8564 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2615 0.8965 0.8524 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 95 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 96: 21.1272029876709. Interpolating between 15 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2803 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2804 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2892 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3034 0.9043 0.8620 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3063 0.9043 0.8620 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2924 0.9004 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2789 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2724 0.8984 0.8556 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2718 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 96 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 97: 21.784334182739258. Interpolating between 15 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2618 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2461 0.8906 0.8436 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2403 0.8926 0.8476 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2408 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2413 0.9023 0.8634 [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 0.2413 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2466 0.9043 0.8643 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2576 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 97 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 98: 21.028135299682617. Interpolating between 15 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2600 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2455 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2367 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2339 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2345 0.9004 0.8603 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2360 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2391 0.9023 0.8634 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2464 0.9023 0.8619 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2580 0.9004 0.8587 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 98 Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.pt Encountered Error: connectivity/bert_ft_qqp-15 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-15.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 15 and 99: 23.41357421875. Interpolating between 15 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2396 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2174 0.9062 0.8652 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2241 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2527 0.8984 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2627 0.9062 0.8710 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2438 0.9043 0.8679 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2356 0.9043 0.8686 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2386 0.9043 0.8686 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2527 0.8945 0.8525 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2751 0.8984 0.8531 Completed interpolation from 15 to 99 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 Euclidean distance between 16 and 17: 23.088979721069336. Interpolating between 16 and 17 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2627 0.8984 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2343 0.8984 0.8531 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2390 0.9043 0.8604 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2788 0.8926 0.8397 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3355 0.8965 0.8473 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3429 0.9121 0.8831 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2765 0.8945 0.8636 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2242 0.9023 0.8705 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2197 0.9160 0.8835 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 17 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 Euclidean distance between 16 and 18: 21.60055923461914. Interpolating between 16 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2660 0.9082 0.8653 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2491 0.9023 0.8580 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2404 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2398 0.8984 0.8531 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2428 0.9023 0.8596 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2420 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2370 0.8945 0.8483 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2345 0.8965 0.8507 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2400 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 18 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 Euclidean distance between 16 and 19: 21.67643928527832. Interpolating between 16 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2413 0.9160 0.8789 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2324 0.9219 0.8876 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2278 0.9199 0.8858 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2289 0.9141 0.8785 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2323 0.9121 0.8767 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2358 0.9102 0.8743 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2363 0.9121 0.8767 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2369 0.9102 0.8729 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2424 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 19 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 20: 21.143329620361328. Interpolating between 16 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3046 0.8945 0.8483 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2722 0.8965 0.8515 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2543 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2488 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2490 0.9043 0.8650 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2463 0.9062 0.8674 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2398 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2370 0.9062 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2424 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 20 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 21: 21.733089447021484. Interpolating between 16 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2625 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2553 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2539 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2574 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2610 0.8984 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2593 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2527 0.9023 0.8619 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2451 0.9062 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2446 0.9062 0.8667 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 21 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 22: 23.019224166870117. Interpolating between 16 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2524 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2259 0.9141 0.8778 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2225 0.9160 0.8809 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2426 0.9102 0.8722 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2732 0.9141 0.8817 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2776 0.9160 0.8877 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2420 0.9121 0.8831 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2137 0.9121 0.8794 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2201 0.9082 0.8712 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 22 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 23: 22.280302047729492. Interpolating between 16 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2479 0.8926 0.8468 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2234 0.8965 0.8532 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2171 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2258 0.9102 0.8750 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2376 0.9121 0.8794 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2360 0.9141 0.8824 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2245 0.9102 0.8757 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2201 0.9121 0.8774 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2316 0.9121 0.8753 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 23 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 24: 21.813385009765625. Interpolating between 16 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2749 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2655 0.9102 0.8701 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2611 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2625 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2652 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2622 0.9004 0.8595 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2531 0.9004 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2441 0.9004 0.8587 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 24 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 25: 21.489742279052734. Interpolating between 16 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2720 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2617 0.9023 0.8596 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2538 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2489 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2458 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2441 0.9043 0.8643 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2411 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2381 0.9062 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2418 0.9043 0.8620 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 25 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 26: 21.571456909179688. Interpolating between 16 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9160 0.8768 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2456 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2351 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2325 0.9082 0.8712 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2345 0.9141 0.8798 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2372 0.9082 0.8712 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2363 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2362 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2421 0.9082 0.8691 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 26 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 27: 21.658735275268555. Interpolating between 16 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2438 0.9141 0.8757 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2321 0.9062 0.8659 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2273 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2297 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2351 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2375 0.8965 0.8524 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2356 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2349 0.8926 0.8451 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2408 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 27 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 28: 21.29923439025879. Interpolating between 16 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9004 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2654 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2553 0.8965 0.8532 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2505 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2486 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2455 0.9004 0.8610 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2406 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2376 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2419 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 28 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 29: 21.425596237182617. Interpolating between 16 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2713 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2593 0.8906 0.8436 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2541 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2556 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2570 0.9023 0.8626 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2548 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2486 0.9082 0.8698 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2448 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2472 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 29 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 30: 21.672286987304688. Interpolating between 16 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2491 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2424 0.9023 0.8603 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2433 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2475 0.9023 0.8596 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2493 0.8945 0.8492 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2454 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2425 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2454 0.9043 0.8620 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 30 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 31: 23.02497673034668. Interpolating between 16 and 31 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2659 0.8965 0.8556 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2377 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2437 0.8906 0.8409 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2800 0.8848 0.8280 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3246 0.8750 0.8118 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3275 0.9160 0.8835 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2700 0.9023 0.8718 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2220 0.9062 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2178 0.9082 0.8719 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 31 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 32: 21.487247467041016. Interpolating between 16 and 32 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2812 0.8984 0.8506 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2632 0.8926 0.8442 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2539 0.8945 0.8483 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2507 0.8926 0.8476 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2514 0.8887 0.8412 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2508 0.8926 0.8459 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2481 0.8945 0.8492 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2455 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2474 0.9004 0.8555 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 32 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 33: 22.694847106933594. Interpolating between 16 and 33 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2714 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2361 0.8965 0.8490 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2254 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2342 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2474 0.9102 0.8789 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2458 0.9043 0.8727 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2287 0.9102 0.8789 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2194 0.9121 0.8780 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2281 0.9082 0.8691 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 33 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 34: 21.466266632080078. Interpolating between 16 and 34 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2622 0.9180 0.8827 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2499 0.9102 0.8736 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2432 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2424 0.9043 0.8672 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2458 0.9004 0.8610 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2486 0.9043 0.8658 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2481 0.9082 0.8705 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2451 0.9121 0.8760 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2469 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 34 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 35: 21.499187469482422. Interpolating between 16 and 35 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2862 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2716 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2621 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2567 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2548 0.8965 0.8532 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2548 0.8984 0.8556 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2547 0.9023 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2517 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2513 0.9043 0.8620 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 35 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 36: 21.500091552734375. Interpolating between 16 and 36 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2970 0.8965 0.8499 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2806 0.8906 0.8444 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2698 0.8926 0.8485 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2640 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2630 0.9004 0.8595 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2620 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2590 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2529 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2507 0.9043 0.8635 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 36 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 37: 21.402603149414062. Interpolating between 16 and 37 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2830 0.8906 0.8372 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2621 0.8965 0.8481 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2522 0.8945 0.8466 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2496 0.8926 0.8451 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2504 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2507 0.9004 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2483 0.9023 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2448 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2470 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 37 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 38: 21.789302825927734. Interpolating between 16 and 38 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2546 0.9160 0.8796 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2428 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2382 0.9102 0.8743 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2382 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2406 0.9062 0.8696 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2431 0.9082 0.8712 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2437 0.9082 0.8705 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2420 0.9082 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2454 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 38 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 39: 21.385818481445312. Interpolating between 16 and 39 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2795 0.8984 0.8497 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2611 0.9004 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2487 0.9043 0.8612 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2418 0.9102 0.8722 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2386 0.9062 0.8667 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2363 0.9062 0.8674 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2338 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2333 0.9082 0.8691 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2399 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 39 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 40: 21.364761352539062. Interpolating between 16 and 40 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2701 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2453 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2343 0.9023 0.8611 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2354 0.9023 0.8619 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2422 0.9062 0.8674 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2437 0.9023 0.8626 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2400 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2383 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2441 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 40 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 41: 21.333364486694336. Interpolating between 16 and 41 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2966 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2755 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2639 0.8984 0.8571 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2586 0.8965 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2547 0.9102 0.8750 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2491 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2432 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2411 0.9102 0.8722 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2451 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 41 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 42: 21.750839233398438. Interpolating between 16 and 42 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2737 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2614 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2545 0.8965 0.8515 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2522 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2532 0.8945 0.8508 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2523 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2482 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2440 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2451 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 42 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 43: 21.587549209594727. Interpolating between 16 and 43 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2766 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2586 0.8945 0.8439 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2477 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2430 0.8984 0.8523 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2424 0.9004 0.8555 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2427 0.9043 0.8627 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2425 0.9043 0.8620 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2421 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2454 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 43 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 44: 21.613021850585938. Interpolating between 16 and 44 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2800 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2631 0.8926 0.8442 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2541 0.8926 0.8451 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2522 0.8965 0.8515 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2542 0.8945 0.8483 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2536 0.8945 0.8483 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2477 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2421 0.8926 0.8451 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2437 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 44 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 45: 21.464126586914062. Interpolating between 16 and 45 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2428 0.9121 0.8739 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2310 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2253 0.9082 0.8712 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2241 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2257 0.9082 0.8726 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2283 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2294 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2314 0.9121 0.8760 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2406 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 45 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 46: 21.823225021362305. Interpolating between 16 and 46 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2870 0.9023 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2724 0.9004 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2642 0.9004 0.8555 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2631 0.8965 0.8499 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2687 0.9004 0.8563 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2751 0.8965 0.8515 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2718 0.8926 0.8459 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2606 0.8945 0.8492 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2538 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 46 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 47: 21.4429988861084. Interpolating between 16 and 47 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2629 0.8965 0.8507 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2468 0.8945 0.8466 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2381 0.8984 0.8531 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2355 0.9004 0.8563 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2362 0.9062 0.8659 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2342 0.9082 0.8691 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2311 0.9062 0.8667 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2303 0.9062 0.8659 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2378 0.9043 0.8620 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 47 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 48: 21.762832641601562. Interpolating between 16 and 48 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2577 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2450 0.9062 0.8644 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2396 0.9102 0.8701 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2416 0.9062 0.8659 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2462 0.9004 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2450 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2382 0.9023 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2347 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2399 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 48 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 49: 21.673784255981445. Interpolating between 16 and 49 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2913 0.9004 0.8563 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2747 0.8965 0.8507 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2631 0.8984 0.8547 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2583 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2578 0.8965 0.8515 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2565 0.9004 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2510 0.9004 0.8579 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2445 0.9004 0.8579 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2446 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 49 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 50: 21.715293884277344. Interpolating between 16 and 50 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9062 0.8644 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2535 0.9062 0.8667 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2477 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2480 0.9062 0.8689 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2521 0.9023 0.8634 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2566 0.9004 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2562 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2523 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2512 0.9043 0.8620 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 50 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 51: 21.796567916870117. Interpolating between 16 and 51 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2786 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2632 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2545 0.8984 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2530 0.8984 0.8531 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2561 0.8926 0.8442 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2569 0.8926 0.8442 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2490 0.8945 0.8457 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2421 0.8887 0.8376 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2437 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 51 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 52: 21.51971435546875. Interpolating between 16 and 52 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9082 0.8676 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2668 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2581 0.9102 0.8715 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2559 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2585 0.8984 0.8539 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2593 0.8906 0.8409 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2544 0.8926 0.8442 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2488 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2483 0.8965 0.8499 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 52 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 53: 22.920337677001953. Interpolating between 16 and 53 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2775 0.9004 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2423 0.9004 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2339 0.9004 0.8539 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2499 0.8945 0.8466 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2715 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2666 0.9102 0.8783 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2350 0.9062 0.8737 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2150 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2232 0.9102 0.8722 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 53 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 54: 21.511281967163086. Interpolating between 16 and 54 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2941 0.9023 0.8547 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2735 0.9004 0.8555 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2627 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2583 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2575 0.9043 0.8665 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2560 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2509 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2450 0.9062 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2458 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 54 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 55: 21.65573501586914. Interpolating between 16 and 55 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2886 0.9043 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2738 0.8965 0.8464 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2638 0.8926 0.8415 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2578 0.8984 0.8506 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2554 0.8945 0.8457 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2543 0.8926 0.8433 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2515 0.8926 0.8433 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2479 0.8945 0.8466 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2481 0.8926 0.8433 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 55 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 56: 21.2627010345459. Interpolating between 16 and 56 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2670 0.9082 0.8646 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2473 0.9082 0.8661 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2380 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2343 0.9023 0.8611 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2334 0.9082 0.8698 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2339 0.9082 0.8698 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2343 0.9102 0.8722 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2359 0.9082 0.8691 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2424 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 56 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 57: 21.57355499267578. Interpolating between 16 and 57 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2973 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2703 0.9004 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2550 0.8926 0.8442 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2503 0.8926 0.8451 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2506 0.8984 0.8547 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2488 0.9004 0.8571 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2432 0.9023 0.8603 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2391 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2431 0.9023 0.8588 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 57 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 58: 21.409212112426758. Interpolating between 16 and 58 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2750 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2691 0.8945 0.8508 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2650 0.8965 0.8540 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2620 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2595 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2569 0.9062 0.8681 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2526 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2497 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2502 0.9023 0.8588 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 58 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 59: 21.610292434692383. Interpolating between 16 and 59 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2769 0.9023 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2612 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2536 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2534 0.9043 0.8627 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2567 0.8965 0.8524 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2563 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2527 0.9004 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2483 0.9004 0.8571 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2486 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 59 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 60: 21.279891967773438. Interpolating between 16 and 60 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2734 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2591 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2513 0.9043 0.8643 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2490 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2500 0.9043 0.8650 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2496 0.9062 0.8674 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2459 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2436 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2467 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 60 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 61: 23.06654167175293. Interpolating between 16 and 61 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2878 0.8906 0.8427 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2483 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2386 0.9023 0.8588 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2565 0.9062 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2869 0.9141 0.8848 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2884 0.8867 0.8557 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2511 0.8906 0.8593 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2185 0.9082 0.8773 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2223 0.9102 0.8743 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 61 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 62: 21.740068435668945. Interpolating between 16 and 62 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2706 0.9082 0.8661 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2518 0.9102 0.8701 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2419 0.9082 0.8691 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2395 0.9121 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2418 0.9102 0.8729 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2428 0.9102 0.8729 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2398 0.9102 0.8729 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2365 0.9102 0.8722 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2406 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 62 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 63: 22.663719177246094. Interpolating between 16 and 63 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2593 0.9043 0.8635 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2234 0.9043 0.8635 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2147 0.9062 0.8674 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2278 0.9004 0.8625 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2444 0.9160 0.8865 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2427 0.9141 0.8842 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2257 0.9121 0.8800 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2188 0.9141 0.8804 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2298 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 63 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 64: 21.073333740234375. Interpolating between 16 and 64 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3001 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2739 0.8945 0.8466 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2576 0.8965 0.8515 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2501 0.8984 0.8556 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2465 0.9004 0.8579 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2430 0.9004 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2393 0.9043 0.8635 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2381 0.9062 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2434 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 64 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 65: 21.298908233642578. Interpolating between 16 and 65 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2821 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2646 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2549 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2523 0.8984 0.8564 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2539 0.8965 0.8548 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2548 0.9004 0.8603 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2528 0.9023 0.8626 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2495 0.9043 0.8650 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2500 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 65 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 66: 21.52680015563965. Interpolating between 16 and 66 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3006 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2844 0.8984 0.8539 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2732 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2664 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2626 0.9004 0.8571 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2589 0.9004 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2551 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2515 0.8984 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2516 0.9023 0.8588 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 66 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 67: 21.369979858398438. Interpolating between 16 and 67 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2699 0.9023 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2552 0.9082 0.8676 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2475 0.9004 0.8563 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2457 0.9023 0.8603 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2470 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2466 0.9023 0.8619 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2427 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2399 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2438 0.9043 0.8620 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 67 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 68: 23.025333404541016. Interpolating between 16 and 68 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8516 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2353 0.8926 0.8476 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2314 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2528 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2852 0.9121 0.8794 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2892 0.9180 0.8901 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2502 0.9082 0.8773 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2158 0.9082 0.8733 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2187 0.9102 0.8722 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 68 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 69: 22.974040985107422. Interpolating between 16 and 69 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2354 0.9043 0.8650 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2192 0.9062 0.8644 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2268 0.9043 0.8612 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2565 0.9102 0.8715 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2913 0.9043 0.8679 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2905 0.9160 0.8877 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2486 0.9023 0.8724 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2159 0.9102 0.8796 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2188 0.9121 0.8774 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 69 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 70: 22.253765106201172. Interpolating between 16 and 70 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2674 0.8984 0.8514 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2371 0.8965 0.8499 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2265 0.8984 0.8556 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2330 0.8984 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2428 0.9004 0.8633 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2408 0.9023 0.8663 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2299 0.9082 0.8733 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2250 0.9102 0.8743 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2341 0.9082 0.8691 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 70 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 71: 21.500629425048828. Interpolating between 16 and 71 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2952 0.9004 0.8513 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2765 0.8984 0.8506 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2643 0.8984 0.8523 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2586 0.9004 0.8579 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2561 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2540 0.9004 0.8579 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2503 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2469 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2478 0.8984 0.8523 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 71 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 72: 21.274765014648438. Interpolating between 16 and 72 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3119 0.8867 0.8352 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2826 0.8867 0.8352 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2650 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2562 0.9043 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2528 0.9023 0.8626 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2513 0.9082 0.8712 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2497 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2481 0.9082 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2501 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 72 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 73: 21.54479217529297. Interpolating between 16 and 73 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2635 0.9043 0.8604 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2512 0.9062 0.8644 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2453 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2449 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2472 0.8965 0.8532 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2476 0.9004 0.8587 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2455 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2429 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2455 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 73 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 74: 21.719953536987305. Interpolating between 16 and 74 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2692 0.9043 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2574 0.9043 0.8612 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2522 0.9043 0.8627 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2537 0.9082 0.8691 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2618 0.9043 0.8627 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2703 0.9043 0.8635 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2700 0.9004 0.8563 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2607 0.9023 0.8588 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2541 0.9004 0.8555 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 74 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 75: 21.77411460876465. Interpolating between 16 and 75 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2836 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2684 0.9043 0.8620 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2586 0.9023 0.8596 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2548 0.8984 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2565 0.8945 0.8483 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2565 0.8945 0.8475 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2524 0.8965 0.8507 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2470 0.8965 0.8507 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2466 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 75 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 76: 21.147655487060547. Interpolating between 16 and 76 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2427 0.9121 0.8703 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2264 0.9102 0.8686 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2198 0.9082 0.8661 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2219 0.9102 0.8701 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2265 0.9082 0.8691 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2269 0.9082 0.8698 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2236 0.9102 0.8729 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2245 0.9082 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2349 0.9082 0.8683 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 76 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 77: 21.15270233154297. Interpolating between 16 and 77 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2759 0.8945 0.8448 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2606 0.8945 0.8475 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2504 0.8965 0.8515 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2448 0.9004 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2420 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2391 0.9062 0.8681 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2362 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2354 0.9082 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2413 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 77 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 78: 22.701656341552734. Interpolating between 16 and 78 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2432 0.8984 0.8571 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2178 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2134 0.9062 0.8689 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2260 0.9102 0.8757 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2423 0.9121 0.8806 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2419 0.9121 0.8813 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2262 0.9102 0.8777 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2172 0.9160 0.8841 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2266 0.9102 0.8729 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 78 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 79: 21.585847854614258. Interpolating between 16 and 79 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2651 0.9043 0.8620 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2514 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2446 0.9062 0.8667 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2440 0.9062 0.8667 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2468 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2487 0.9043 0.8643 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2472 0.9062 0.8674 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2439 0.9023 0.8603 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2455 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 79 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 80: 21.415098190307617. Interpolating between 16 and 80 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2495 0.9121 0.8747 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2383 0.9121 0.8753 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2334 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2331 0.9121 0.8767 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2345 0.9102 0.8736 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2350 0.9121 0.8767 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2336 0.9121 0.8767 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2336 0.9102 0.8736 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2402 0.9102 0.8715 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 80 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 81: 21.60641098022461. Interpolating between 16 and 81 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9141 0.8736 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2564 0.9102 0.8671 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2513 0.9082 0.8661 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2500 0.9023 0.8596 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2512 0.8926 0.8451 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2521 0.8945 0.8483 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2489 0.8965 0.8515 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2447 0.8965 0.8515 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2457 0.8945 0.8483 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 81 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 82: 22.363109588623047. Interpolating between 16 and 82 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2423 0.9062 0.8652 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2178 0.9023 0.8571 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2152 0.9004 0.8555 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2280 0.9043 0.8635 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2419 0.9023 0.8619 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2411 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2294 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2252 0.9102 0.8729 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2340 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 82 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 83: 21.454378128051758. Interpolating between 16 and 83 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2504 0.9102 0.8708 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2403 0.9082 0.8691 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2352 0.9023 0.8626 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2346 0.9062 0.8696 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2360 0.9043 0.8672 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2356 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2330 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2329 0.9062 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2399 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 83 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 84: 20.9280948638916. Interpolating between 16 and 84 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2696 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2520 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2408 0.9121 0.8767 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2352 0.9121 0.8767 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2334 0.9121 0.8774 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2328 0.9082 0.8705 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2327 0.9102 0.8729 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2350 0.9102 0.8729 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2425 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 84 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 85: 21.65723419189453. Interpolating between 16 and 85 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2815 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2702 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2637 0.9004 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2620 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2612 0.9082 0.8698 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2584 0.9043 0.8643 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2527 0.9043 0.8643 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2470 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2467 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 85 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 86: 21.520465850830078. Interpolating between 16 and 86 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2732 0.8945 0.8439 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2586 0.8926 0.8433 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2497 0.8867 0.8333 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2483 0.8867 0.8333 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2515 0.8945 0.8466 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2502 0.8926 0.8442 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2419 0.8965 0.8507 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2371 0.8984 0.8531 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2415 0.8984 0.8531 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 86 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 87: 21.442584991455078. Interpolating between 16 and 87 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2961 0.8965 0.8490 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2818 0.8867 0.8343 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2734 0.8887 0.8376 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2696 0.8867 0.8352 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2699 0.8945 0.8475 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2698 0.8926 0.8442 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2664 0.8945 0.8475 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2590 0.8965 0.8499 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2546 0.8945 0.8457 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 87 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 88: 21.752344131469727. Interpolating between 16 and 88 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2471 0.9121 0.8732 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2372 0.9102 0.8708 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2338 0.9121 0.8747 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2362 0.9121 0.8753 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2417 0.9043 0.8635 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2452 0.9043 0.8635 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2426 0.9062 0.8667 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2393 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2425 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 88 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 89: 21.792505264282227. Interpolating between 16 and 89 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2648 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2553 0.9023 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2511 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2521 0.8926 0.8468 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2547 0.8945 0.8475 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2552 0.8984 0.8547 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2499 0.8906 0.8427 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2438 0.8965 0.8507 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2449 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 89 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 90: 21.478347778320312. Interpolating between 16 and 90 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2579 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2460 0.9102 0.8722 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2413 0.9043 0.8650 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2414 0.8984 0.8571 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2438 0.8965 0.8540 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2448 0.9004 0.8595 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2439 0.9043 0.8650 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2423 0.9023 0.8611 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2453 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 90 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 91: 21.365795135498047. Interpolating between 16 and 91 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2538 0.9023 0.8596 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2470 0.9004 0.8579 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2451 0.9062 0.8696 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2455 0.9062 0.8703 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2470 0.9043 0.8679 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2467 0.9062 0.8696 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2429 0.9082 0.8712 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2408 0.9102 0.8729 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2447 0.9082 0.8691 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 91 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 92: 21.93601417541504. Interpolating between 16 and 92 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2691 0.8867 0.8314 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2418 0.8867 0.8333 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2305 0.8984 0.8531 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2311 0.9043 0.8635 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2357 0.9062 0.8681 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2356 0.9082 0.8712 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2311 0.9062 0.8681 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2303 0.9062 0.8674 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2386 0.9082 0.8691 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 92 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 93: 21.115310668945312. Interpolating between 16 and 93 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2733 0.9004 0.8530 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2581 0.8945 0.8448 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2503 0.8945 0.8448 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2491 0.9004 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2507 0.8984 0.8531 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2486 0.8984 0.8539 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2438 0.8984 0.8547 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2406 0.8984 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2440 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 93 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 94: 22.892841339111328. Interpolating between 16 and 94 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2789 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2426 0.8984 0.8523 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2367 0.8984 0.8506 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2594 0.9004 0.8539 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2921 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2931 0.9121 0.8819 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2528 0.9082 0.8773 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2210 0.9082 0.8753 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2214 0.9082 0.8698 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 94 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 95: 21.54167366027832. Interpolating between 16 and 95 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2649 0.9043 0.8643 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2519 0.9082 0.8712 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2422 0.9082 0.8719 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2368 0.9082 0.8726 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2360 0.9062 0.8703 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2378 0.9102 0.8757 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2363 0.9180 0.8859 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2351 0.9102 0.8736 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2409 0.9141 0.8778 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 95 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 96: 21.312583923339844. Interpolating between 16 and 96 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2803 0.9004 0.8555 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2670 0.9043 0.8627 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2599 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2573 0.9004 0.8587 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2565 0.9023 0.8626 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2538 0.9004 0.8595 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2484 0.8984 0.8564 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2444 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2464 0.9062 0.8652 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 96 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 97: 21.127582550048828. Interpolating between 16 and 97 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2618 0.8984 0.8531 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2474 0.8965 0.8515 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2403 0.8945 0.8492 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2397 0.9004 0.8595 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2429 0.8965 0.8540 [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 0.2426 0.9004 0.8587 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2417 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2464 0.9043 0.8620 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 97 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 98: 21.676605224609375. Interpolating between 16 and 98 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2600 0.9023 0.8588 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2474 0.9004 0.8563 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2407 0.8926 0.8468 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2397 0.8965 0.8524 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2410 0.9004 0.8587 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2395 0.8965 0.8532 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2359 0.9082 0.8698 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2353 0.9062 0.8667 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2411 0.8984 0.8539 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 98 Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.pt Encountered Error: connectivity/bert_ft_qqp-16 does not appear to have a file named flax_model.msgpack. Trying to load model from connectivity/bert_ft_qqp-16.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 16 and 99: 22.352462768554688. Interpolating between 16 and 99 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2396 0.9062 0.8659 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2214 0.9023 0.8588 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2172 0.8965 0.8524 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2235 0.8965 0.8532 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2319 0.9062 0.8689 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2327 0.9082 0.8719 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2262 0.9062 0.8689 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2236 0.9082 0.8698 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2333 0.9062 0.8659 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2570 0.8984 0.8523 Completed interpolation from 16 to 99 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 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 Euclidean distance between 17 and 18: 23.572603225708008. Interpolating between 17 and 18 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2660 0.9082 0.8653 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2240 0.8984 0.8547 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2188 0.8887 0.8480 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2565 0.8945 0.8615 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3408 0.9004 0.8647 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3718 0.8594 0.7707 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3032 0.8691 0.7964 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2463 0.8945 0.8466 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2345 0.9023 0.8596 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 18 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 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 17 and 19: 23.64293098449707. Interpolating between 17 and 19 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2413 0.9160 0.8789 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2159 0.9238 0.8943 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2190 0.9062 0.8750 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2683 0.8945 0.8650 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3447 0.9082 0.8792 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3534 0.8906 0.8418 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2913 0.8926 0.8415 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2397 0.9043 0.8627 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2309 0.9004 0.8579 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 19 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 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 17 and 20: 23.31171417236328. Interpolating between 17 and 20 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.3046 0.8945 0.8483 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2549 0.9004 0.8603 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2400 0.8945 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2706 0.8945 0.8615 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3228 0.9082 0.8740 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3159 0.8867 0.8324 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2682 0.8926 0.8406 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2348 0.9004 0.8555 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2331 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 20 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 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 17 and 21: 23.830049514770508. Interpolating between 17 and 21 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2625 0.9062 0.8629 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2311 0.8965 0.8564 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2353 0.8965 0.8623 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2955 0.8711 0.8382 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4049 0.8594 0.8252 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4206 0.8750 0.8107 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3263 0.8770 0.8108 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2490 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2300 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 21 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 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 17 and 22: 20.115936279296875. Interpolating between 17 and 22 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2524 0.9023 0.8603 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2446 0.9023 0.8611 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2419 0.9043 0.8635 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2449 0.9043 0.8643 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2506 0.9023 0.8611 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2539 0.9023 0.8611 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2526 0.9023 0.8611 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2519 0.9043 0.8635 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2550 0.8965 0.8515 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 22 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 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 17 and 23: 21.16986083984375. Interpolating between 17 and 23 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2479 0.8926 0.8468 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2216 0.8965 0.8524 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2195 0.8945 0.8500 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2402 0.8984 0.8547 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.2636 0.9004 0.8539 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.2651 0.9004 0.8530 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2484 0.9023 0.8571 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2381 0.8984 0.8523 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2429 0.8965 0.8507 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 23 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 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 17 and 24: 23.747722625732422. Interpolating between 17 and 24 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2749 0.9102 0.8701 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2352 0.9102 0.8729 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2264 0.9023 0.8684 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2760 0.8965 0.8658 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3857 0.8730 0.8329 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4250 0.8281 0.6986 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3278 0.8691 0.7926 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2494 0.8984 0.8514 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2313 0.9004 0.8563 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 24 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 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 17 and 25: 23.7166805267334. Interpolating between 17 and 25 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2720 0.9043 0.8612 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2383 0.9004 0.8610 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2437 0.8926 0.8579 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3089 0.8691 0.8401 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4227 0.8047 0.7807 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4258 0.8906 0.8564 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3221 0.8848 0.8300 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2474 0.9023 0.8596 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2297 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 25 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 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 17 and 26: 23.639589309692383. Interpolating between 17 and 26 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2654 0.9160 0.8768 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2305 0.9023 0.8641 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2292 0.8887 0.8504 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2834 0.8867 0.8528 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3804 0.8867 0.8513 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3891 0.8691 0.7938 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3059 0.8691 0.7976 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2441 0.9004 0.8547 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2316 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 26 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 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 17 and 27: 23.45853614807129. Interpolating between 17 and 27 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2438 0.9141 0.8757 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2102 0.9082 0.8705 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2101 0.9082 0.8747 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2587 0.9082 0.8766 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3591 0.9004 0.8555 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3891 0.8340 0.7038 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3073 0.8711 0.7950 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2430 0.9004 0.8539 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2312 0.8984 0.8547 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 27 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 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 17 and 28: 23.667266845703125. Interpolating between 17 and 28 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2829 0.9004 0.8539 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2387 0.8984 0.8610 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2345 0.8945 0.8608 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.3073 0.8770 0.8475 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.4350 0.8086 0.7841 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4349 0.8887 0.8472 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3296 0.8848 0.8300 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2506 0.9004 0.8563 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2300 0.9043 0.8627 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 28 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 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 17 and 29: 23.64129066467285. Interpolating between 17 and 29 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2713 0.8926 0.8451 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2327 0.9004 0.8633 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2359 0.8945 0.8608 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2890 0.8730 0.8411 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3678 0.8848 0.8536 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.3679 0.8770 0.8163 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.2969 0.8828 0.8246 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2423 0.9043 0.8620 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2316 0.9023 0.8603 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 29 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 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 17 and 30: 23.55820655822754. Interpolating between 17 and 30 on qqp [0.0, 1.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 0 0.2647 0.8945 0.8475 [0.1111111111111111, 0.8888888888888888] point_num loss accuracy f1 ----------- -------- ---------- -------- 1 0.2250 0.9082 0.8719 [0.2222222222222222, 0.7777777777777778] point_num loss accuracy f1 ----------- -------- ---------- -------- 2 0.2221 0.9043 0.8714 [0.3333333333333333, 0.6666666666666667] point_num loss accuracy f1 ----------- -------- ---------- -------- 3 0.2656 0.9004 0.8709 [0.4444444444444444, 0.5555555555555556] point_num loss accuracy f1 ----------- -------- ---------- -------- 4 0.3653 0.9102 0.8796 [0.5555555555555556, 0.4444444444444444] point_num loss accuracy f1 ----------- -------- ---------- -------- 5 0.4068 0.8301 0.7031 [0.6666666666666666, 0.33333333333333337] point_num loss accuracy f1 ----------- -------- ---------- -------- 6 0.3183 0.8691 0.7938 [0.7777777777777777, 0.22222222222222232] point_num loss accuracy f1 ----------- -------- ---------- -------- 7 0.2460 0.8984 0.8514 [0.8888888888888888, 0.11111111111111116] point_num loss accuracy f1 ----------- -------- ---------- -------- 8 0.2320 0.9004 0.8571 [1.0, 0.0] point_num loss accuracy f1 ----------- -------- ---------- -------- 9 0.2627 0.8984 0.8539 Completed interpolation from 17 to 30 Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@25000steps/interpol_qqp_validation5.pkl!